diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.alpha_dropout.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.alpha_dropout.md
index baf9adf826a..63b861a06af 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.alpha_dropout.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.alpha_dropout.md
@@ -1,13 +1,10 @@
## [ 参数默认值不一致 ]torch.alpha_dropout
-
### [torch.alpha\_dropout](https://pytorch.org/docs/master/generated/torch.nn.functional.alpha_dropout.html)
-
```python
torch.alpha_dropout(input, p=0.5, train=False)
```
### [paddle.nn.functional.alpha\_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/alpha_dropout_cn.html#alpha-dropout)
-
```python
paddle.nn.functional.alpha_dropout(x, p=0.5, training=True, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.alpha_dropout(x, p=0.5, training=True, name=None)
其中 PyTorch 和 Paddle 功能一致，参数默认值不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -- |
| input | x | 输入的多维 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.cuda.amp.GradScaler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.cuda.amp.GradScaler.md
index 57909353d1e..5f0b7e0eef9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.cuda.amp.GradScaler.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.cuda.amp.GradScaler.md
@@ -1,13 +1,11 @@
## [ 参数默认值不一致 ]torch.cuda.amp.GradScaler
### [torch.cuda.amp.GradScaler](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.GradScaler)
-
```python
torch.cuda.amp.GradScaler(init_scale=65536.0, growth_factor=2.0, backoff_factor=0.5, growth_interval=2000, enabled=True)
```
### [paddle.amp.GradScaler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/GradScaler_cn.html)
-
```python
paddle.amp.GradScaler(enable=True, init_loss_scaling=65536.0, incr_ratio=2.0, decr_ratio=0.5, incr_every_n_steps=2000, decr_every_n_nan_or_inf=2, use_dynamic_loss_scaling=True)
```
@@ -15,7 +13,6 @@ paddle.amp.GradScaler(enable=True, init_loss_scaling=65536.0, incr_ratio=2.0, de
其中 Paddle 相比 PyTorch 支持更多其他参数且参数默认值不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| --------------- | ------------------------ |-----------------------------------------------------------------------------|
| init_scale | init_loss_scaling | 初始 loss scaling 因子。Paddle 与 PyTorch 默认值不同，Paddle 应设置为 65536.0。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.linalg.diagonal.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.linalg.diagonal.md
index e4ccdc85fe4..8b7e851e6e5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.linalg.diagonal.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.linalg.diagonal.md
@@ -1,12 +1,10 @@
## [ 参数默认值不一致 ]torch.linalg.diagonal
### [torch.linalg.diagonal](https://pytorch.org/docs/stable/generated/torch.linalg.diagonal.html#torch.linalg.diagonal)
-
```python
torch.linalg.diagonal(A, *, offset=0, dim1=-2, dim2=-1)
```
### [paddle.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_cn.html#diagonal)
-
```python
paddle.diagonal(x,
offset=0,
@@ -18,7 +16,6 @@ paddle.diagonal(x,
两者功能一致且参数用法一致，参数默认值不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| A | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.nn.functional.rrelu_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.nn.functional.rrelu_.md
index 132fef77394..d5d4aff8157 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.nn.functional.rrelu_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.nn.functional.rrelu_.md
@@ -1,13 +1,10 @@
## [ 参数默认值不一致 ]torch.nn.functional.rrelu_
-
### [torch.nn.functional.rrelu\_](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu_.html)
-
```python
torch.nn.functional.rrelu_(input, lower=1./8, upper=1./3, training=False)
```
### [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html)
-
```python
paddle.nn.functional.rrelu(x, lower=1./8., upper=1./3., training=True, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.rrelu(x, lower=1./8., upper=1./3., training=True, name=None
其中 PyTorch 和 Paddle 功能基本一致，前者会在不变更变量内存地址的情况下，直接改变变量的值，一般对网络训练结果影响不大。参数名与参数默认值不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | -- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.nn.functional.threshold_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.nn.functional.threshold_.md
index 071392850ef..e5e3878d652 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.nn.functional.threshold_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.nn.functional.threshold_.md
@@ -1,13 +1,10 @@
## [ 参数默认值不一致 ]torch.nn.functional.threshold_
-
### [torch.nn.functional.threshold_](https://pytorch.org/docs/stable/generated/torch.nn.functional.threshold_.html#torch.nn.functional.threshold_)
-
```python
torch.nn.functional.threshold_(input, threshold, value)
```
### [paddle.nn.functional.thresholded_relu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu__cn.html#thresholded-relu)
-
```python
paddle.nn.functional.thresholded_relu_(x, threshold=1.0, value=0.0, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.thresholded_relu_(x, threshold=1.0, value=0.0, name=None)
两者功能一致，但参数名称与参数默认值不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| --------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.rrelu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.rrelu.md
index 3bb13784fc3..30f592bf167 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.rrelu.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_default_value_diff/torch.rrelu.md
@@ -1,13 +1,10 @@
## [ 参数默认值不一致 ]torch.rrelu
-
### [torch.rrelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu.html#torch.nn.functional.rrelu)
-
```python
torch.rrelu(input, lower=1./8, upper=1./3, training=False)
```
### [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html)
-
```python
paddle.nn.functional.rrelu(x, lower=1./8, upper=1./3, training=True, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.rrelu(x, lower=1./8, upper=1./3, training=True, name=None)
其中 PyTorch 和 Paddle 功能一致，参数名与参数默认值不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | ----------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.addmm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.addmm.md
index 3e31dff7d08..0eb9cbd87fc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.addmm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.addmm.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.addmm
-
### [torch.Tensor.addmm](https://pytorch.org/docs/stable/generated/torch.Tensor.addmm.html)
-
```python
torch.Tensor.addmm(mat1, mat2, *, beta=1, alpha=1)
```
### [paddle.Tensor.addmm]()
-
```python
paddle.Tensor.addmm(x, y, alpha=1.0, beta=1.0)
```
@@ -15,7 +12,6 @@ paddle.Tensor.addmm(x, y, alpha=1.0, beta=1.0)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | -------------------------------- |
| mat1 | x | 表示输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.addmm_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.addmm_.md
index 148320a7fa3..47374997c07 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.addmm_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.addmm_.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.addmm_
-
### [torch.Tensor.addmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.addmm_.html)
-
```python
torch.Tensor.addmm_(mat1, mat2, *, beta=1, alpha=1)
```
### [paddle.Tensor.addmm_]()
-
```python
paddle.Tensor.addmm_(x, y, alpha=1.0, beta=1.0)
```
@@ -15,7 +12,6 @@ paddle.Tensor.addmm_(x, y, alpha=1.0, beta=1.0)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | -------------------------------- |
| mat1 | x | 表示输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.as_strided.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.as_strided.md
index 4993959e973..3780921ffbd 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.as_strided.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.as_strided.md
@@ -1,6 +1,5 @@
## [ 仅参数名不一致 ]torch.Tensor.as_strided
### [torch.Tensor.as_strided](https://pytorch.org/docs/stable/generated/torch.Tensor.as_strided.html?highlight=as_strided#torch.Tensor.as_strided)
-
```python
torch.Tensor.as_strided(size,
stride,
@@ -8,7 +7,6 @@ torch.Tensor.as_strided(size,
```
### [paddle.Tensor.as_strided](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#as-strided-x-shape-stride-offset-0-name-none)
-
```python
paddle.Tensor.as_strided(shape,
stride,
@@ -18,7 +16,6 @@ paddle.Tensor.as_strided(shape,
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 |
| ------------- | ------------ | ------------------------------------------------------ |
| size | shape | 表示输出 Tensor 的维度, 仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.atan2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.atan2.md
index 85adc2fab59..d8c573b9161 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.atan2.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.atan2.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.atan2
-
### [torch.Tensor.atan2](https://pytorch.org/docs/stable/generated/torch.atan2.html#torch.atan2)
-
```python
torch.Tensor.atan2(other)
```
### [paddle.Tensor.atan2](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/Tensor_en.html)
-
```python
paddle.Tensor.atan2(y, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.atan2(y, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| --------- | ------------ | --------------------------------- |
| other | y | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.baddbmm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.baddbmm.md
index f63d0b0fbf5..3edb19fb30b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.baddbmm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.baddbmm.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.baddbmm
-
### [torch.Tensor.baddbmm](https://pytorch.org/docs/stable/generated/torch.Tensor.baddbmm.html#torch.Tensor.baddbmm)
-
```python
torch.Tensor.baddbmm(batch1, batch2, *, beta=1, alpha=1)
```
### [paddle.Tensor.baddbmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor)
-
```python
paddle.Tensor.baddbmm(x, y, beta=1, alpha=1, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.baddbmm(x, y, beta=1, alpha=1, name=None)
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------------------------------------ |
| batch1 | x | 表示输入的第一个 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.baddbmm_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.baddbmm_.md
index d1dfe97edfd..ede46e84008 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.baddbmm_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.baddbmm_.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.baddbmm_
-
### [torch.Tensor.baddbmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.baddbmm_.html#torch.Tensor.baddbmm_)
-
```python
torch.Tensor.baddbmm_(batch1, batch2, *, beta=1, alpha=1)
```
### [paddle.Tensor.baddbmm_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor)
-
```python
paddle.Tensor.baddbmm_(x, y, beta=1, alpha=1, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.baddbmm_(x, y, beta=1, alpha=1, name=None)
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------------------------------------ |
| batch1 | x | 表示输入的第一个 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_and.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_and.md
index 6c0e4f56349..db789173e9a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_and.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_and.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.bitwise_and
-
### [torch.Tensor.bitwise_and](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_and.html)
-
```python
torch.Tensor.bitwise_and(other)
```
### [paddle.Tensor.bitwise_and]()
-
```python
paddle.Tensor.bitwise_and(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.bitwise_and(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| other | y | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_and_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_and_.md
index 63ca084a097..6c4e5e50dd6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_and_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_and_.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.bitwise_and_
-
### [torch.Tensor.bitwise_and_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_and_.html)
-
```python
torch.Tensor.bitwise_and_(other)
```
### [paddle.Tensor.bitwise_and_]()
-
```python
paddle.Tensor.bitwise_and_(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.bitwise_and_(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| other | y | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_or.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_or.md
index b7c92cbb19f..d9c887a41e5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_or.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_or.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.bitwise_or
-
### [torch.Tensor.bitwise_or](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_or.html)
-
```python
torch.Tensor.bitwise_or(other)
```
### [paddle.Tensor.bitwise_or]()
-
```python
paddle.Tensor.bitwise_or(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.bitwise_or(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| other | y | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_xor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_xor.md
index 165c3fb3bd0..fe01650a401 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_xor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_xor.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.bitwise_xor
-
### [torch.Tensor.bitwise_xor](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_xor.html)
-
```python
torch.Tensor.bitwise_xor(other)
```
### [paddle.Tensor.bitwise_xor]()
-
```python
paddle.Tensor.bitwise_xor(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.bitwise_xor(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| other | y | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_xor_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_xor_.md
index 83bee8b1b0d..b8322f1aed6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_xor_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.bitwise_xor_.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.bitwise_xor_
-
### [torch.Tensor.bitwise_xor_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_xor_.html)
-
```python
torch.Tensor.bitwise_xor_(other)
```
### [paddle.Tensor.bitwise_xor_]()
-
```python
paddle.Tensor.bitwise_xor_(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.bitwise_xor_(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| other | y | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.broadcast_to.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.broadcast_to.md
index b4e0fb9b997..11d6abb8954 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.broadcast_to.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.broadcast_to.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.broadcast_to
-
### [torch.Tensor.broadcast\_to](https://pytorch.org/docs/stable/generated/torch.Tensor.broadcast_to.html)
-
```python
torch.Tensor.broadcast_to(size)
```
### [paddle.Tensor.broadcast\_to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#broadcast-to-shape-name-none)
-
```python
paddle.Tensor.broadcast_to(shape, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.broadcast_to(shape, name=None)
其中 PyTorch 和 Paddle 功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -- |
| size | shape | 给定输入 x 扩展后的形状，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.cholesky_solve.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.cholesky_solve.md
index e84e60e32ed..afda1e04ec0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.cholesky_solve.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.cholesky_solve.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.cholesky_solve
-
### [torch.Tensor.cholesky_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.cholesky_solve.html#torch-tensor-cholesky-solve)
-
```python
torch.Tensor.cholesky_solve(input2, upper=False)
```
### [paddle.Tensor.cholesky_solve]()
-
```python
paddle.Tensor.cholesky_solve(y, upper=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.cholesky_solve(y, upper=False, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -------------------------------------------------------------------------- |
| input2 | y | 表示线性方程中 A 矩阵的 Cholesky 分解矩阵 u。仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.cross.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.cross.md
index aa392a05f23..984040fba3a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.cross.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.cross.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.cross
-
### [torch.Tensor.cross](https://pytorch.org/docs/stable/generated/torch.Tensor.cross.html?highlight=cross#torch.Tensor.cross)
-
```python
torch.Tensor.cross(other, dim=None)
```
### [paddle.Tensor.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cross-y-axis-none-name-none)
-
```python
paddle.Tensor.cross(y, axis=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.cross(y, axis=None, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -------------------------------------- |
| other | y | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.cumsum_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.cumsum_.md
index 188fd423774..9e8b166e8f4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.cumsum_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.cumsum_.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.cumsum_
-
### [torch.Tensor.cumsum_](https://pytorch.org/docs/stable/generated/torch.Tensor.cumsum_.html)
-
```python
torch.Tensor.cumsum_(dim, dtype=None)
```
### [paddle.Tensor.cumsum_]()
-
```python
paddle.Tensor.cumsum_(axis=None, dtype=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.cumsum_(axis=None, dtype=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------ |
| dim | axis | 需要累加的维度，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diag.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diag.md
index 57085204e82..b6b4aaee59e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diag.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diag.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.diag
-
### [torch.Tensor.diag](https://pytorch.org/docs/stable/generated/torch.Tensor.diag.html?highlight=diag#torch.Tensor.diag)
-
```python
torch.Tensor.diag(diagonal=0)
```
### [paddle.Tensor.diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diag_cn.html#diag)
-
```python
paddle.Tensor.diag(offset=0, padding_value=0, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.diag(offset=0, padding_value=0, name=None)
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------- | -------------------------------------------------------------------------------------- |
| - | x | 输入的 Tensor，paddle 参数更多。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diagonal.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diagonal.md
index 060e17ce132..8992de2009a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diagonal.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diagonal.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.diagonal
-
### [torch.Tensor.diagonal](https://pytorch.org/docs/stable/generated/torch.Tensor.diagonal.html?highlight=diagonal#torch.Tensor.diagonal)
-
```python
torch.Tensor.diagonal(offset=0, dim1=0, dim2=1)
```
### [paddle.Tensor.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#diagonal-offset-0-axis1-0-axis2-1-name-none)
-
```python
paddle.Tensor.diagonal(offset=0, axis1=0, axis2=1, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.diagonal(offset=0, axis1=0, axis2=1, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -------------------------------------------------------------------------- |
| offset | offset | 从指定的二维平面中获取对角线的位置，默认值为 0，既主对角线，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diagonal_scatter.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diagonal_scatter.md
index 98c094badf3..903bd4fa372 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diagonal_scatter.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diagonal_scatter.md
@@ -1,13 +1,10 @@
-## [ 仅参数名不一致 ] torch.Tensor.diagonal_scatter
-
+## [ 仅参数名不一致 ]torch.Tensor.diagonal_scatter
### [torch.Tensor.diagonal_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.diagonal_scatter.html?highlight=diagonal_scatter#torch.Tensor.diagonal_scatter)
-
```python
torch.Tensor.diagonal_scatter(src, offset=0, dim1=0, dim2=1)
```
### [paddle.Tensor.diagonal_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#diagonal-scatter-x-y-offset-0-axis1-0-axis2-1-name-none)
-
```python
paddle.Tensor.diagonal_scatter(y, offset=0, axis1=0, axis2=1)
```
@@ -15,7 +12,6 @@ paddle.Tensor.diagonal_scatter(y, offset=0, axis1=0, axis2=1)
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 |
|---------|--------------| -------------------------------------------------- |
| src | y | 用于嵌入的张量，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diff.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diff.md
index 07d2c4b466b..b14246f58e1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diff.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.diff.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.diff
-
### [torch.Tensor.diff](https://pytorch.org/docs/stable/generated/torch.Tensor.diff.html?highlight=diff#torch.Tensor.diff)
-
```python
torch.Tensor.diff(n=1, dim=- 1, prepend=None, append=None)
```
### [paddle.Tensor.diff](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diff_cn.html#diff)
-
```python
paddle.Tensor.diff(n=1, axis=-1, prepend=None, append=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.diff(n=1, axis=-1, prepend=None, append=None, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------------------------------------------------------------------------------------------------------------------------- |
| n | n | 需要计算前向差值的次数，支持任意正整数，默认值为 1。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.dist.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.dist.md
index 9ee04654414..7eb2b0007b5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.dist.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.dist.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.dist
-
### [torch.Tensor.dist](https://pytorch.org/docs/stable/generated/torch.Tensor.dist.html?highlight=dist#torch.Tensor.dist)
-
```python
torch.Tensor.dist(other, p=2)
```
### [paddle.Tensor.dist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dist-y-p-2)
-
```python
paddle.Tensor.dist(y, p=2)
```
@@ -15,7 +12,6 @@ paddle.Tensor.dist(y, p=2)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------- |
| other | y | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.dsplit.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.dsplit.md
index 7c5c36ff77d..b8a9630b504 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.dsplit.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.dsplit.md
@@ -4,13 +4,11 @@ api 存在重载情况，分别如下：
-------------------------------------------------------------------------------------------------
### [torch.Tensor.dsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.dsplit.html)
-
```python
torch.Tensor.dsplit(sections)
```
### [paddle.Tensor.dsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dsplit-num_or_indices-name-none)
-
```python
paddle.Tensor.dsplit(num_or_indices, name=None)
```
@@ -18,7 +16,6 @@ paddle.Tensor.dsplit(num_or_indices, name=None)
其中 Paddle 相比 PyTorch 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| sections | num_or_indices | 表示分割的数量，仅参数名不一致。 |
@@ -26,13 +23,11 @@ paddle.Tensor.dsplit(num_or_indices, name=None)
-------------------------------------------------------------------------------------------------
### [torch.Tensor.dsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.dsplit.html)
-
```python
torch.Tensor.dsplit(indices)
```
### [paddle.Tensor.dsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dsplit-num_or_indices-name-none)
-
```python
paddle.Tensor.dsplit(num_or_indices, name=None)
```
@@ -40,7 +35,6 @@ paddle.Tensor.dsplit(num_or_indices, name=None)
其中 Paddle 相比 PyTorch 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| indices | num_or_indices | 表示分割的索引，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.flip.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.flip.md
index 728bbef4069..d5f1f476a67 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.flip.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.flip.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.flip
-
### [torch.Tensor.flip](https://pytorch.org/docs/stable/generated/torch.Tensor.flip.html?highlight=flip#torch.Tensor.flip)
-
```python
torch.Tensor.flip(dims)
```
### [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none)
-
```python
paddle.Tensor.flip(axis, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.flip(axis, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------- |
| dims | axis | 需要翻转的轴，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.fmax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.fmax.md
index 19bdae5efa4..c091ff1f1fa 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.fmax.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.fmax.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.fmax
-
### [torch.Tensor.fmax](https://pytorch.org/docs/stable/generated/torch.Tensor.fmax.html?highlight=fmax#torch.Tensor.fmax)
-
```python
torch.Tensor.fmax(other)
```
### [paddle.Tensor.fmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmax_cn.html#fmax)
-
```python
paddle.Tensor.fmax(y, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.fmax(y, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------------- |
| other | y | 输入的第二个 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.fmin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.fmin.md
index c6167263ca1..7d6205c60dc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.fmin.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.fmin.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.fmin
-
### [torch.Tensor.fmin](https://pytorch.org/docs/stable/generated/torch.Tensor.fmin.html?highlight=fmin#torch.Tensor.fmin)
-
```python
torch.Tensor.fmin(other)
```
### [paddle.Tensor.fmin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmin_cn.html#fmin)
-
```python
paddle.Tensor.fmin(y, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.fmin(y, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------------- |
| other | y | 输入的第二个 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.gcd.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.gcd.md
index 1fc3cab92bc..17cc6cbbdc1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.gcd.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.gcd.md
@@ -1,20 +1,16 @@
## [ 仅参数名不一致 ]torch.Tensor.gcd
-
### [torch.Tensor.gcd](https://pytorch.org/docs/stable/generated/torch.Tensor.gcd.html?highlight=torch+tensor+gcd#torch.Tensor.gcd)
-
```python
torch.Tensor.gcd(other)
```
### [paddle.Tensor.gcd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#gcd-x-y-name-none)
-
```python
paddle.Tensor.gcd(y, name=None)
```
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
|----------------------------------|------------------------------| ------------------------------------------------------ |
| other | y | 输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.gcd_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.gcd_.md
index 05f22e4f10a..39d24dc04a9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.gcd_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.gcd_.md
@@ -1,20 +1,16 @@
## [ 仅参数名不一致 ]torch.Tensor.gcd_
-
### [torch.Tensor.gcd_](https://pytorch.org/docs/stable/generated/torch.Tensor.gcd_.html)
-
```python
torch.Tensor.gcd_(other)
```
### [paddle.Tensor.gcd_]()
-
```python
paddle.Tensor.gcd_(y)
```
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
|----------------------------------|------------------------------| ------------------------------------------------------ |
| other | y | 输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.ger.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.ger.md
index bfe64f31a49..52cbd75c55e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.ger.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.ger.md
@@ -1,20 +1,16 @@
## [ 仅参数名不一致 ]torch.Tensor.ger
-
### [torch.Tensor.ger](https://pytorch.org/docs/stable/generated/torch.Tensor.ger.html?highlight=torch+tensor+ger#torch.Tensor.ger)
-
```python
torch.Tensor.ger(vec2)
```
### [paddle.Tensor.outer]()
-
```python
paddle.Tensor.outer(y, name=None)
```
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
|--------------------------------|------------------------------| ------------------------------------------------------ |
| vec2 | y | 输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.hardshrink.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.hardshrink.md
index 7afc12c0a0c..e3d82a9d425 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.hardshrink.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.hardshrink.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.hardshrink
-
### [torch.Tensor.hardshrink](https://pytorch.org/docs/stable/generated/torch.Tensor.hardshrink.html?highlight=torch+tensor+hardshrink#torch.Tensor.hardshrink)
-
```python
torch.Tensor.hardshrink(lambd=0.5)
```
### [paddle.nn.functional.hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardshrink_cn.html#hardshrink)
-
```python
paddle.nn.functional.hardshrink(x, threshold=0.5, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.hardshrink(x, threshold=0.5, name=None)
仅参数名不一致，具体如下。
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
|-----------------------------------|------------------------------| ------------------------------------------------------ |
| lambd | threshold | Hardshrink 阈值，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.heaviside.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.heaviside.md
index ad36120a311..81e2a669030 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.heaviside.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.heaviside.md
@@ -1,20 +1,16 @@
## [ 仅参数名不一致 ]torch.Tensor.heaviside
-
### [torch.Tensor.heaviside](https://pytorch.org/docs/stable/generated/torch.Tensor.heaviside.html?highlight=torch+tensor+heaviside#torch.Tensor.heaviside)
-
```python
torch.Tensor.heaviside(values)
```
### [paddle.Tensor.heaviside](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#heaviside-y-name-none)
-
```python
paddle.Tensor.heaviside(y, name=None)
```
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
|-----------------------------------|------------------------------| ------------------------------------------------------ |
| values | y | 输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.hsplit.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.hsplit.md
index fccfa0ea794..00155566efc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.hsplit.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.hsplit.md
@@ -4,13 +4,11 @@ api 存在重载情况，分别如下：
-------------------------------------------------------------------------------------------------
### [torch.Tensor.hsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.hsplit.html)
-
```python
torch.Tensor.hsplit(sections)
```
### [paddle.Tensor.hsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#hsplit-num_or_indices-name-none)
-
```python
paddle.Tensor.hsplit(num_or_indices, name=None)
```
@@ -18,7 +16,6 @@ paddle.Tensor.hsplit(num_or_indices, name=None)
其中 Paddle 相比 PyTorch 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| sections | num_or_indices | 表示分割的数量，仅参数名不一致。 |
@@ -26,13 +23,11 @@ paddle.Tensor.hsplit(num_or_indices, name=None)
-------------------------------------------------------------------------------------------------
### [torch.Tensor.hsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.hsplit.html)
-
```python
torch.Tensor.hsplit(indices)
```
### [paddle.Tensor.hsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#hsplit-num_or_indices-name-none)
-
```python
paddle.Tensor.hsplit(num_or_indices, name=None)
```
@@ -40,7 +35,6 @@ paddle.Tensor.hsplit(num_or_indices, name=None)
其中 Paddle 相比 PyTorch 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| indices | num_or_indices | 表示分割的索引，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.hypot.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.hypot.md
index 29bdc4ba107..2f5c76e1a56 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.hypot.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.hypot.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.hypot
-
### [torch.Tensor.hypot](https://pytorch.org/docs/stable/generated/torch.Tensor.hypot.html#torch.Tensor.hypot)
-
```python
torch.Tensor.hypot(other)
```
### [paddle.Tensor.hypot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot_cn.html)
-
```python
paddle.Tensor.hypot(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.hypot(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------- |
| other | y | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.hypot_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.hypot_.md
index 763ae17fb82..2e847233329 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.hypot_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.hypot_.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.hypot_
-
### [torch.Tensor.hypot_](https://pytorch.org/docs/stable/generated/torch.Tensor.hypot_.html#torch.Tensor.hypot_)
-
```python
torch.Tensor.hypot_(other)
```
### [paddle.Tensor.hypot_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot__cn.html)
-
```python
paddle.Tensor.hypot_(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.hypot_(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------- |
| other | y | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.igamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.igamma.md
index f1fd0c518de..56d365250e1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.igamma.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.igamma.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.igamma
-
### [torch.Tensor.igamma](https://pytorch.org/docs/stable/generated/torch.Tensor.igamma.html#torch.Tensor.igamma)
-
```python
torch.Tensor.igamma(other)
```
### [paddle.Tensor.gammainc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammainc_cn.html#gammainc)
-
```python
paddle.Tensor.gammainc(y, name=None)
```
@@ -15,17 +12,6 @@ paddle.Tensor.gammainc(y, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------- |
| other | y | 正参数 Tensor，仅参数名不同 |
-
-### 转写示例
-
-```python
-# PyTorch 写法
-out = x.igamma(y)
-
-# Paddle 写法
-out = x.gammainc(y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.igamma_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.igamma_.md
index 01e1c3ad754..d3fb30cb401 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.igamma_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.igamma_.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.igamma_
-
### [torch.Tensor.igamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.igamma_.html#torch.Tensor.igamma_)
-
```python
torch.Tensor.igamma_(other)
```
### [paddle.Tensor.gammainc_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammainc__cn.html#gammainc)
-
```python
paddle.Tensor.gammainc_(y, name=None)
```
@@ -15,17 +12,6 @@ paddle.Tensor.gammainc_(y, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------- |
| other | y | 正参数 Tensor，仅参数名不同 |
-
-### 转写示例
-
-```python
-# PyTorch 写法
-out = x.igamma_(y)
-
-# Paddle 写法
-out = x.gammainc_(y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.igammac.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.igammac.md
index f33381e2813..27349582a41 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.igammac.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.igammac.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.igammac
-
### [torch.Tensor.igammac](https://pytorch.org/docs/stable/generated/torch.Tensor.igammac.html#torch.Tensor.igammac)
-
```python
torch.Tensor.igammac(other)
```
### [paddle.Tensor.gammaincc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaincc_cn.html#gammaincc)
-
```python
paddle.Tensor.gammaincc(y, name=None)
```
@@ -15,17 +12,6 @@ paddle.Tensor.gammaincc(y, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------- |
| other | y | 正参数 Tensor，仅参数名不同 |
-
-### 转写示例
-
-```python
-# PyTorch 写法
-out = x.igammac(y)
-
-# Paddle 写法
-out = x.gammaincc(y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.igammac_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.igammac_.md
index 93a4f1322c4..821a005045e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.igammac_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.igammac_.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.igammac_
-
### [torch.Tensor.igammac_](https://pytorch.org/docs/stable/generated/torch.Tensor.igammac_.html#torch.Tensor.igammac_)
-
```python
torch.Tensor.igammac_(other)
```
### [paddle.Tensor.gammaincc_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaincc__cn.html#gammaincc)
-
```python
paddle.Tensor.gammaincc_(y, name=None)
```
@@ -15,17 +12,6 @@ paddle.Tensor.gammaincc_(y, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------- |
| other | y | 正参数 Tensor，仅参数名不同 |
-
-### 转写示例
-
-```python
-# PyTorch 写法
-out = x.igammac_(y)
-
-# Paddle 写法
-out = x.gammaincc_(y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_fill.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_fill.md
index 64453f03a05..708c0f5b9ac 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_fill.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_fill.md
@@ -1,12 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.index_fill
### [torch.Tensor.index_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill.html?highlight=index_fill#torch.Tensor.index_fill)
-
```python
torch.Tensor.index_fill(dim, index, value)
```
### [paddle.Tensor.index_fill](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/index_fill_cn.html#index-fill)
-
```python
paddle.Tensor.index_fill(index, axis, value, name=None)
```
@@ -14,18 +12,8 @@ paddle.Tensor.index_fill(index, axis, value, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| dim | axis | 表示进行运算的轴，仅参数名不一致。 |
| index | index | 包含索引下标的 1-D Tensor。 |
| value | value | 填充的值。 |
-
-### 转写示例
-#### alpha：source 的缩放倍数
-```python
-# PyTorch 写法
-x.index_fill(dim=1, index=index, value=1)
-
-# Paddle 写法
-x.index_fill(index=index, axis=1, value=1)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_fill_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_fill_.md
index f9481ead96e..f8648ab86c4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_fill_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_fill_.md
@@ -1,12 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.index_fill_
### [torch.Tensor.index_fill_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill_.html?highlight=index_fill_#torch.Tensor.index_fill_)
-
```python
torch.Tensor.index_fill_(dim, index, value)
```
### [paddle.Tensor.index_fill_]()
-
```python
paddle.Tensor.index_fill_(index, axis, value, name=None)
```
@@ -14,18 +12,8 @@ paddle.Tensor.index_fill_(index, axis, value, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| dim | axis | 表示进行运算的轴，仅参数名不一致。 |
| index | index | 包含索引下标的 1-D Tensor。 |
| value | value | 填充的值。 |
-
-### 转写示例
-#### alpha：source 的缩放倍数
-```python
-# PyTorch 写法
-x.index_fill_(dim=1, index=index, value=1)
-
-# Paddle 写法
-x.index_fill_(index=index, axis=1, value=1)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_put.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_put.md
index 6df21ecee94..d573092a442 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_put.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_put.md
@@ -1,12 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.index_put
### [torch.Tensor.index_put](https://pytorch.org/docs/stable/generated/torch.Tensor.index_put.html?highlight=index_put#torch.Tensor.index_put)
-
```python
torch.Tensor.index_put(indices, values, accumulate=False)
```
### [paddle.Tensor.index_put](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/index_put_cn.html#index-put)
-
```python
paddle.Tensor.index_put(indices, value, accumulate=False, name=None)
```
@@ -14,7 +12,6 @@ paddle.Tensor.index_put(indices, value, accumulate=False, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| indices | indices | 包含用来索引的 tensors 的元组。数据类型为 int32，int64，bool。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_put_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_put_.md
index 3e26d9ca671..1103cb0a2a7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_put_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.index_put_.md
@@ -1,12 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.index_put_
### [torch.Tensor.index_put_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_put_.html#torch.Tensor.index_put_)
-
```python
torch.Tensor.index_put_(indices, values, accumulate=False)
```
### [paddle.Tensor.index_put_]()
-
```python
paddle.Tensor.index_put_(indices, value, accumulate=False)
```
@@ -14,7 +12,6 @@ paddle.Tensor.index_put_(indices, value, accumulate=False)
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 |
| ------------- | ------------ | ------------------------------------------------------ |
| indices | indices | 包含用来索引的 tensors 的元组。数据类型为 int32，int64，bool。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.inner.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.inner.md
index 6645b6a85a1..5984661840d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.inner.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.inner.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.inner
-
### [torch.Tensor.inner](https://pytorch.org/docs/stable/generated/torch.Tensor.inner.html)
-
```python
torch.Tensor.inner(other)
```
### [paddle.Tensor.inner]()
-
```python
paddle.Tensor.inner(y, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.inner(y, name=None)
其中 PyTorch 和 Paddle 功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -- |
| other | y | 计算内积的第二个 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.isclose.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.isclose.md
index 4febf657ad7..740d7215796 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.isclose.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.isclose.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.isclose
-
### [torch.Tensor.isclose](https://pytorch.org/docs/stable/generated/torch.Tensor.isclose.html)
-
```python
torch.Tensor.isclose(other, rtol=1e-05, atol=1e-08, equal_nan=False)
```
### [paddle.Tensor.isclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#isclose-x-y-rtol-1e-05-atol-1e-08-equal-nan-false-name-none)
-
```python
paddle.Tensor.isclose(y, rtol=1e-05, atol=1e-08, equal_nan=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.isclose(y, rtol=1e-05, atol=1e-08, equal_nan=False, name=None)
其中 PyTorch 和 Paddle 功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| --------- | ------------ | -- |
| other | y | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.kthvalue.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.kthvalue.md
index 14e12070400..f0652ebb367 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.kthvalue.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.kthvalue.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.kthvalue
-
### [torch.Tensor.kthvalue](https://pytorch.org/docs/stable/generated/torch.Tensor.kthvalue.html)
-
```python
torch.Tensor.kthvalue(k, dim=None, keepdim=False)
```
### [paddle.Tensor.kthvalue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#kthvalue-k-axis-none-keepdim-false-name-none)
-
```python
paddle.Tensor.kthvalue(k, axis=None, keepdim=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.kthvalue(k, axis=None, keepdim=False, name=None)
其中 PyTorch 和 Paddle 功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -- |
| k | k | 需要沿轴查找的第 k 小，所对应的 k 值。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.lcm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.lcm.md
index 3a510e267ce..01488d453ae 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.lcm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.lcm.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.lcm
-
### [torch.Tensor.lcm](https://pytorch.org/docs/stable/generated/torch.Tensor.lcm.html)
-
```python
torch.Tensor.lcm(other)
```
### [paddle.Tensor.lcm]()
-
```python
paddle.Tensor.lcm(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.lcm(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| other | y | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.lcm_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.lcm_.md
index 6707cbaa8a8..eff383b22a3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.lcm_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.lcm_.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.lcm_
-
### [torch.Tensor.lcm_](https://pytorch.org/docs/stable/generated/torch.Tensor.lcm_.html)
-
```python
torch.Tensor.lcm_(other)
```
### [paddle.Tensor.lcm_]()
-
```python
paddle.Tensor.lcm_(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.lcm_(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| other | y | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.ldexp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.ldexp.md
index 9959a20aec0..538b1f2746d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.ldexp.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.ldexp.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.ldexp
-
### [torch.Tensor.ldexp](https://pytorch.org/docs/stable/generated/torch.Tensor.ldexp.html#torch.Tensor.ldexp)
-
```python
torch.Tensor.ldexp(other)
```
### [paddle.Tensor.ldexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor)
-
```python
paddle.Tensor.ldexp(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.ldexp(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------ |
| other | y | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.ldexp_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.ldexp_.md
index 78a07731572..e0a6b655e6f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.ldexp_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.ldexp_.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.ldexp_
-
### [torch.Tensor.ldexp_](https://pytorch.org/docs/stable/generated/torch.Tensor.ldexp_.html)
-
```python
torch.Tensor.ldexp_(other)
```
### [paddle.Tensor.ldexp_]()
-
```python
paddle.Tensor.ldexp_(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.ldexp_(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| other | y | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.lerp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.lerp.md
index f5ff60d6a61..657be8f2414 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.lerp.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.lerp.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.lerp
-
### [torch.Tensor.lerp](https://pytorch.org/docs/stable/generated/torch.Tensor.lerp.html)
-
```python
torch.Tensor.lerp(end, weight)
```
### [paddle.Tensor.lerp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#lerp-x-y-weight-name-none)
-
```python
paddle.Tensor.lerp(y, weight, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.lerp(y, weight, name=None)
其中 PyTorch 和 Paddle 功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -- |
| end | y | 输入的 Tensor，作为线性插值结束的点，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.lerp_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.lerp_.md
index b9f932c7a85..39d71173360 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.lerp_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.lerp_.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.lerp_
-
### [torch.Tensor.lerp\_](https://pytorch.org/docs/stable/generated/torch.Tensor.lerp_.html)
-
```python
torch.Tensor.lerp_(end, weight)
```
### [paddle.Tensor.lerp\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#lerp-x-y-weight-name-none)
-
```python
paddle.Tensor.lerp_(y, weight, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.lerp_(y, weight, name=None)
其中 PyTorch 和 Paddle 功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -- |
| end | y | 输入的 Tensor，作为线性插值结束的点，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logaddexp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logaddexp.md
index aeab6336544..3c914cb953f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logaddexp.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logaddexp.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.logaddexp
-
### [torch.Tensor.logaddexp](https://pytorch.org/docs/stable/generated/torch.Tensor.logaddexp.html#torch.Tensor.logaddexp)
-
```python
torch.Tensor.logaddexp(other)
```
### [paddle.Tensor.logaddexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor)
-
```python
paddle.Tensor.logaddexp(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.logaddexp(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------ |
| other | y | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logical_and_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logical_and_.md
index 706d75e95c8..f446b48d07f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logical_and_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logical_and_.md
@@ -1,13 +1,10 @@
-## [ 仅参数名不一致 ] torch.Tensor.logical_and_
-
+## [ 仅参数名不一致 ]torch.Tensor.logical_and_
### [torch.Tensor.logical_and_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_and_.html)
-
```python
torch.Tensor.logical_and_(other)
```
### [paddle.Tensor.logical_and_]()
-
```python
paddle.Tensor.logical_and_(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.logical_and_(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| other | y | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logical_or_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logical_or_.md
index a23d96b55cd..2a0efdb0fc2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logical_or_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logical_or_.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.logical_or_
-
### [torch.Tensor.logical_or_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_or_.html)
-
```python
torch.Tensor.logical_or_(other)
```
### [paddle.Tensor.logical_or_]()
-
```python
paddle.Tensor.logical_or_(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.logical_or_(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| other | y | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logical_xor_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logical_xor_.md
index fed008219c3..a54cca21b34 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logical_xor_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.logical_xor_.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.logical_xor_
-
### [torch.Tensor.logical_xor_](https://pytorch.org/docs/stable/generated/torch.Tensor.logical_xor_.html)
-
```python
torch.Tensor.logical_xor_(other)
```
### [paddle.Tensor.logical_xor_]()
-
```python
paddle.Tensor.logical_xor_(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.logical_xor_(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| other | y | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.maximum.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.maximum.md
index 6e8ce912b07..a648db700b1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.maximum.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.maximum.md
@@ -1,13 +1,10 @@
-## [ 仅参数名不一致 ] torch.Tensor.maximum
-
+## [ 仅参数名不一致 ]torch.Tensor.maximum
### [torch.Tensor.maximum](https://pytorch.org/docs/stable/generated/torch.Tensor.maximum.html#torch.Tensor.maximum)
-
```python
torch.Tensor.maximum(other)
```
### [paddle.Tensor.maximum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#maximum-y-axis-1-name-none)
-
```python
paddle.Tensor.maximum(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.maximum(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
|----------------------------------|---------------------------------|------------------------------------|
| other | y | 输⼊第二个 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.minimum.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.minimum.md
index d3d25f24bf0..765bc8c87e4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.minimum.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.minimum.md
@@ -1,13 +1,10 @@
-## [ 仅参数名不一致 ] torch.Tensor.minimum
-
+## [ 仅参数名不一致 ]torch.Tensor.minimum
### [torch.Tensor.minimum](https://pytorch.org/docs/stable/generated/torch.Tensor.minimum.html)
-
```python
torch.Tensor.minimum(other)
```
### [paddle.Tensor.minimum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#minimum-y-axis-1-name-none)
-
```python
paddle.Tensor.minimum(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.minimum(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
|----------------------------------|---------------------------------|------------------------------------|
| other | y | 输⼊第二个 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.mode.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.mode.md
index 9cabd358f1e..de8936e950a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.mode.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.mode.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.mode
-
### [torch.Tensor.mode](https://pytorch.org/docs/stable/generated/torch.Tensor.mode.html)
-
```python
torch.Tensor.mode(dim=None, keepdim=False)
```
### [paddle.Tensor.mode](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mode-axis-1-keepdim-false-name-none)
-
```python
paddle.Tensor.mode(axis=-1, keepdim=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.mode(axis=-1, keepdim=False, name=None)
其中 PyTorch 和 Paddle 功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -- |
| dim | axis | 指定对输入 Tensor 进行运算的轴，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.nanquantile.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.nanquantile.md
index a62c9ceb326..910a156a73e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.nanquantile.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.nanquantile.md
@@ -1,13 +1,10 @@
-## [ 仅参数名不一致 ] torch.Tensor.nanquantile
-
+## [ 仅参数名不一致 ]torch.Tensor.nanquantile
### [torch.Tensor.nanquantile](https://pytorch.org/docs/stable/generated/torch.nanquantile.html#torch.nanquantile)
-
```python
torch.Tensor.nanquantile(q, dim=None, keepdim=False, *, interpolation='linear')
```
### [paddle.Tensor.nanquantile](https://github.com/PaddlePaddle/Paddle/pull/41343)
-
```python
paddle.Tensor.nanquantile(q, axis=None, keepdim=False, interpolation='linear')
```
@@ -15,7 +12,6 @@ paddle.Tensor.nanquantile(q, axis=None, keepdim=False, interpolation='linear')
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 |
| ------------- | ------------ |-----------------------------------------------------------------------------------------------------------------------------------|
| q | q | 待计算的分位数。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.nansum.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.nansum.md
index 24f1b469f5e..266f2253e26 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.nansum.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.nansum.md
@@ -1,6 +1,5 @@
-## [ 仅参数名不一致 ] torch.Tensor.nansum
+## [ 仅参数名不一致 ]torch.Tensor.nansum
### [torch.Tensor.nansum](https://pytorch.org/docs/stable/generated/torch.Tensor.nansum.html?highlight=nansum#torch.Tensor.nansum)
-
```python
torch.Tensor.nansum(dim=None,
keepdim=False,
@@ -8,7 +7,6 @@ torch.Tensor.nansum(dim=None,
```
### [paddle.Tensor.nansum]()
-
```python
paddle.Tensor.nansum(axis=None,
keepdim=False,
@@ -18,7 +16,6 @@ paddle.Tensor.nansum(axis=None,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| dim | axis | 需要求和的维度，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.nextafter.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.nextafter.md
index ec5933db60a..9aaa3f87d88 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.nextafter.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.nextafter.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.Tensor.nextafter
-
+## [ 仅参数名不一致 ]torch.Tensor.nextafter
### [torch.Tensor.nextafter](https://pytorch.org/docs/stable/generated/torch.Tensor.nextafter.html#torch.Tensor.nextafter)
-
```python
torch.Tensor.nextafter(other)
```
### [paddle.Tensor.nextafter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nextafter_cn.html)
-
```python
paddle.Tensor.nextafter(y)
```
@@ -16,7 +13,6 @@ paddle.Tensor.nextafter(y)
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------- |
| other | y | 输⼊第二个 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.orgqr.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.orgqr.md
index 9a0e411fa79..e3a0b32f1fc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.orgqr.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.orgqr.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.orgqr
-
### [torch.Tensor.orgqr](https://pytorch.org/docs/stable/generated/torch.Tensor.orgqr.html#torch.Tensor.orgqr)
-
```python
torch.Tensor.orgqr(input2)
```
### [paddle.Tensor.householder_product](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/householder_product_cn.html#householder-product)
-
```python
paddle.Tensor.householder_product(tau, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.householder_product(tau, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------ |
| input2 | tau | 用于计算矩阵乘积，仅参数名不同 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.ormqr.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.ormqr.md
index dea1d02be7c..12e89918508 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.ormqr.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.ormqr.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.ormqr
-
### [torch.Tensor.ormqr](https://pytorch.org/docs/stable/generated/torch.Tensor.orgqr.html#torch.Tensor.orgqr)
-
```python
torch.Tensor.ormqr(input2, input3, left=True, transpose=False)
```
### [paddle.linalg.ormqr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/ormqr_cn.html#ormqr)
-
```python
paddle.linalg.ormqr(x, tau, y, left=True, transpose=False)
```
@@ -15,7 +12,6 @@ paddle.linalg.ormqr(x, tau, y, left=True, transpose=False)
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 |
| --------- | ------------ | ---------------------------------- |
| input2 | tau | Householder 反射系数，仅参数名不同 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.outer.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.outer.md
index e94b35f22ec..b274fe79e94 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.outer.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.outer.md
@@ -1,13 +1,10 @@
-## [ 仅参数名不一致 ] torch.Tensor.outer
-
+## [ 仅参数名不一致 ]torch.Tensor.outer
### [torch.Tensor.outer](https://pytorch.org/docs/stable/generated/torch.Tensor.outer.html?highlight=outer#torch.Tensor.outer)
-
```python
torch.Tensor.outer(vec2)
```
### [paddle.Tensor.outer]()
-
```python
paddle.Tensor.outer(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.outer(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -------------------------------------------------------------------- |
| vec2 | y | 如果类型是多维 `Tensor`，其数据类型应该和 `x` 相同，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.pow_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.pow_.md
index 02af8eb91d0..9befe9b4af2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.pow_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.pow_.md
@@ -1,13 +1,10 @@
-## [ 仅参数名不一致 ] torch.Tensor.pow_
-
+## [ 仅参数名不一致 ]torch.Tensor.pow_
### [torch.Tensor.pow_](https://pytorch.org/docs/stable/generated/torch.Tensor.pow_.html)
-
```python
torch.Tensor.pow_(exponent)
```
### [paddle.Tensor.pow_]()
-
```python
paddle.Tensor.pow_(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.pow_(y)
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | -------------------------------------------------- |
| exponent | y | 一个标量 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.quantile.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.quantile.md
index 6757255ccf6..39302dd29be 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.quantile.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.quantile.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.quantile
-
### [torch.Tensor.quantile](https://pytorch.org/docs/stable/generated/torch.Tensor.quantile.html#torch.Tensor.quantile)
-
```python
torch.Tensor.quantile(q, dim=None, keepdim=False, *, interpolation='linear')
```
### [paddle.Tensor.quantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#quantile-q-axis-none-keepdim-false-name-none)
-
```python
paddle.Tensor.quantile(q, axis=None, keepdim=False, interpolation='linear', name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.quantile(q, axis=None, keepdim=False, interpolation='linear', name
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 |
| ------- | ------------ | ------------------------ |
| q | q | 待计算的分位数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.renorm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.renorm.md
index 10bd5a545c6..da7ef8ab1a0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.renorm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.renorm.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.renorm
-
### [torch.Tensor.renorm](https://pytorch.org/docs/stable/generated/torch.Tensor.renorm.html#torch-tensor-renorm)
-
```python
torch.Tensor.renorm(p, dim, maxnorm)
```
### [paddle.Tensor.renorm]()
-
```python
paddle.Tensor.renorm(p, axis, max_norm)
```
@@ -15,7 +12,6 @@ paddle.Tensor.renorm(p, axis, max_norm)
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------- |
| p | p | 表示 p-范数计算的 p 值。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.renorm_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.renorm_.md
index 00382356b2c..59e45c5097b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.renorm_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.renorm_.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.renorm_
-
### [torch.Tensor.renorm_](https://pytorch.org/docs/stable/generated/torch.Tensor.renorm_.html#torch-tensor-renorm_)
-
```python
torch.Tensor.renorm_(p, dim, maxnorm)
```
### [paddle.Tensor.renorm_]()
-
```python
paddle.Tensor.renorm_(p, axis, max_norm)
```
@@ -15,7 +12,6 @@ paddle.Tensor.renorm_(p, axis, max_norm)
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------- |
| p | p | 表示 p-范数计算的 p 值。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.roll.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.roll.md
index d20e97309ae..4a088eadd16 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.roll.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.roll.md
@@ -1,12 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.roll
### [torch.Tensor.roll](https://pytorch.org/docs/stable/generated/torch.Tensor.roll.html?highlight=torch+tensor+roll#torch.Tensor.roll)
-
```python
torch.Tensor.roll(shifts, dims)
```
### [paddle.Tensor.roll](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/roll_cn.html#roll)
-
```python
paddle.Tensor.roll(shifts, axis=None)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.rot90.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.rot90.md
index 844f3de32b5..cdcb1f7bc7d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.rot90.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.rot90.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.rot90
-
### [torch.Tensor.rot90](https://pytorch.org/docs/stable/generated/torch.Tensor.rot90.html?highlight=torch+tensor+rot90#torch.Tensor.rot90)
-
```python
torch.Tensor.rot90(k, dims)
```
### [paddle.Tensor.rot90]()
-
```python
paddle.Tensor.rot90(k=1, axes=[0, 1])
```
@@ -15,7 +12,6 @@ paddle.Tensor.rot90(k=1, axes=[0, 1])
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| k | k | 旋转方向和次数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.select_scatter.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.select_scatter.md
index a85146162dc..916b76f1aaf 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.select_scatter.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.select_scatter.md
@@ -1,13 +1,10 @@
-## [ 仅参数名不一致 ] torch.Tensor.select_scatter
-
+## [ 仅参数名不一致 ]torch.Tensor.select_scatter
### [torch.Tensor.select_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.select_scatter.html#torch-select-scatter)
-
```python
torch.Tensor.select_scatter(src, dim, index)
```
### [paddle.Tensor.select_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#)
-
```python
paddle.Tensor.select_scatter(values, axis, index, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.select_scatter(values, axis, index, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------------- |
| src | values | 用于嵌入的张量，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.squeeze_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.squeeze_.md
index e5d11ed48be..cbb22584dda 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.squeeze_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.squeeze_.md
@@ -1,20 +1,16 @@
## [ 仅参数名不一致 ]torch.Tensor.squeeze_
-
### [torch.Tensor.squeeze_](https://pytorch.org/docs/stable/generated/torch.Tensor.squeeze_.html#torch-tensor-squeeze)
-
```python
torch.Tensor.squeeze_(dim=None)
```
### [paddle.Tensor.squeeze_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id19)
-
```python
paddle.Tensor.squeeze_(axis=None)
```
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| dim | axis | 输入一个或一列整数，代表要压缩的轴，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.std.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.std.md
index 254e5b6003f..d8caad9ce01 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.std.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.std.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.std
-
### [torch.Tensor.std](https://pytorch.org/docs/stable/generated/torch.Tensor.std.html?highlight=torch+tensor+std#torch.Tensor.std)
-
```python
torch.Tensor.std(dim=None, *, correction=1, keepdim=False)
```
### [paddle.Tensor.std](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#std-axis-none-unbiased-true-keepdim-false-name-none)
-
```python
paddle.Tensor.std(axis=None, unbiased=True, keepdim=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.std(axis=None, unbiased=True, keepdim=False, name=None)
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------ | ------- |
| dim | axis | 指定对 Tensor 进行计算的轴，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.tensor_split.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.tensor_split.md
index 536226586f7..c4fed407de1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.tensor_split.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.tensor_split.md
@@ -4,13 +4,11 @@ api 存在重载情况，分别如下：
-------------------------------------------------------------------------------------------------
### [torch.Tensor.tensor_split](https://pytorch.org/docs/stable/generated/torch.Tensor.tensor_split.html)
-
```python
torch.Tensor.tensor_split(indices, dim=0)
```
### [paddle.Tensor.tensor_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor_split-num_or_indices-axis-0-name-none)
-
```python
paddle.Tensor.tensor_split(num_or_indices, axis=0, name=None)
```
@@ -18,7 +16,6 @@ paddle.Tensor.tensor_split(num_or_indices, axis=0, name=None)
其中 Paddle 相比 PyTorch 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| indices | num_or_indices | 表示分割的索引，仅参数名不一致。 |
@@ -27,13 +24,11 @@ paddle.Tensor.tensor_split(num_or_indices, axis=0, name=None)
-------------------------------------------------------------------------------------------------
### [torch.Tensor.tensor_split](https://pytorch.org/docs/stable/generated/torch.Tensor.tensor_split.html)
-
```python
torch.Tensor.tensor_split(tensor_indices_or_sections, dim=0)
```
### [paddle.Tensor.tensor_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor_split-num_or_indices-axis-0-name-none)
-
```python
paddle.Tensor.tensor_split(num_or_indices, axis=0, name=None)
```
@@ -43,13 +38,11 @@ Paddle 当前无对应功能，功能缺失。
-------------------------------------------------------------------------------------------------
### [torch.Tensor.tensor_split](https://pytorch.org/docs/stable/generated/torch.Tensor.tensor_split.html)
-
```python
torch.Tensor.tensor_split(sections, dim=0)
```
### [paddle.Tensor.tensor_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor_split-num_or_indices-axis-0-name-none)
-
```python
paddle.Tensor.tensor_split(num_or_indices, axis=0, name=None)
```
@@ -57,7 +50,6 @@ paddle.Tensor.tensor_split(num_or_indices, axis=0, name=None)
其中 Paddle 相比 PyTorch 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| sections | num_or_indices | 表示分割的数量，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.true_divide_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.true_divide_.md
index d4aa4b715b0..8546ade98ec 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.true_divide_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.true_divide_.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.true_divide_
-
### [torch.Tensor.true_divide_](https://pytorch.org/docs/stable/generated/torch.Tensor.true_divide_.html)
-
```python
torch.Tensor.true_divide_(other)
```
### [paddle.Tensor.divide_]()
-
```python
paddle.Tensor.divide_(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.divide_(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | -------------------------------- |
| other | y | 表示输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unflatten.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unflatten.md
index 304ddcf5f13..c9585d52aed 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unflatten.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unflatten.md
@@ -1,13 +1,10 @@
-## [ 仅参数名不一致 ] torch.Tensor.unflatten
-
+## [ 仅参数名不一致 ]torch.Tensor.unflatten
### [torch.Tensor.unflatten](https://pytorch.org/docs/stable/generated/torch.Tensor.unflatten.html#torch.Tensor.unflatten)
-
```python
torch.Tensor.unflatten(dim, sizes)
```
### [paddle.Tensor.unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unflatten-axis-shape-name-none)
-
```python
paddle.Tensor.unflatten(axis, shape, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.unflatten(axis, shape, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| dim | axis | 需要变换的维度，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unfold.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unfold.md
index c427aefcb1c..f66ea982b19 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unfold.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unfold.md
@@ -1,7 +1,5 @@
## [ 仅参数名不一致 ]torch.Tensor.unfold
-
### [torch.Tensor.unfold](https://pytorch.org/docs/stable/generated/torch.Tensor.unfold.html?highlight=unfold#torch.Tensor.unfold)
-
```python
torch.Tensor.unfold(dimension,
size,
@@ -9,7 +7,6 @@ torch.Tensor.unfold(dimension,
```
### [paddle.Tensor.unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unfold-x-axis-size-step-name-none)
-
```python
paddle.Tensor.unfold(axis,
size,
@@ -20,7 +17,6 @@ paddle.Tensor.unfold(axis,
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 |
| ------- | ------------ | ------------------------------------------------------------ |
| dimension | axis | 表示需要提取的维度，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unsqueeze_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unsqueeze_.md
index eaee5065fa9..c6c74b95d5a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unsqueeze_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.unsqueeze_.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.Tensor.unsqueeze_
-
+## [ 仅参数名不一致 ]torch.Tensor.unsqueeze_
### [torch.Tensor.unsqueeze_](https://pytorch.org/docs/stable/generated/torch.Tensor.unsqueeze_.html#torch-tensor-unsqueeze)
-
```python
torch.Tensor.unsqueeze_(dim)
```
### [paddle.Tensor.unsqueeze_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id22)
-
```python
paddle.Tensor.unsqueeze_(axis, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.unsqueeze_(axis, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------- |
| dim | axis | 表示进行运算的轴，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.var.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.var.md
index 270b450296f..7c3ac59ca90 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.var.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.var.md
@@ -1,20 +1,16 @@
-## [仅参数名不一致]torch.Tensor.var
-
+## [ 仅参数名不一致 ]torch.Tensor.var
### [torch.Tensor.var](https://pytorch.org/docs/stable/generated/torch.Tensor.var.html#torch.Tensor.var)
-
```python
torch.Tensor.var(dim, unbiased=True, keepdim=False)
```
### [paddle.Tensor.var](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#var-axis-none-unbiased-true-keepdim-false-name-none)
-
```python
paddle.Tensor.var(axis=None, unbiased=True, keepdim=False, name=None)
```
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| dim | axis | 指定对 Tensor 进行计算的轴 ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.vdot.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.vdot.md
index a2c04d3c96c..d25c94581f7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.vdot.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.vdot.md
@@ -1,20 +1,16 @@
-## [仅参数名不一致]torch.Tensor.vdot
-
+## [ 仅参数名不一致 ]torch.Tensor.vdot
### [torch.Tensor.vdot](https://pytorch.org/docs/stable/generated/torch.Tensor.vdot.html#torch.Tensor.vdot)
-
```python
torch.Tensor.vdot(other)
```
### [paddle.Tensor.dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#dot-y-name-none)
-
```python
paddle.Tensor.dot(y, name=None)
```
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| other | y | 被乘的向量。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.vsplit.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.vsplit.md
index cf572aa277b..7d3fefb522d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.vsplit.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.Tensor.vsplit.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.Tensor.vsplit
-
### [torch.Tensor.vsplit](https://pytorch.org/docs/stable/generated/torch.Tensor.vsplit.html)
-
```python
torch.Tensor.vsplit(split_size_or_sections)
```
### [paddle.Tensor.vsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#vsplit-num_or_indices-name-none)
-
```python
paddle.Tensor.vsplit(num_or_indices, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.vsplit(num_or_indices, name=None)
其中 Paddle 相比 PyTorch 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| split_size_or_sections | num_or_indices | 表示分割的数量或索引，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.abs_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.abs_.md
index a4d397d7e0f..923ed75c4f5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.abs_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.abs_.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.abs_
-
+## [ 仅参数名不一致 ]torch.abs_
### [torch.abs_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods)
-
```python
torch.abs_(input)
```
### [paddle.abs_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html)
-
```python
paddle.abs_(x)
```
@@ -15,7 +12,6 @@ paddle.abs_(x)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.allclose.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.allclose.md
index 0bcf1c066f4..3e9bf3685e4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.allclose.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.allclose.md
@@ -1,7 +1,5 @@
## [ 仅参数名不一致 ]torch.allclose
-
### [torch.allclose](https://pytorch.org/docs/stable/generated/torch.allclose.html?highlight=allclose#torch.allclose)
-
```python
torch.allclose(input,
other,
@@ -11,7 +9,6 @@ torch.allclose(input,
```
### [paddle.allclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/allclose_cn.html#allclose)
-
```python
paddle.allclose(x,
y,
@@ -24,7 +21,6 @@ paddle.allclose(x,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.as_strided.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.as_strided.md
index 83fa5a288b5..0ec080155fa 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.as_strided.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.as_strided.md
@@ -1,6 +1,5 @@
## [ 仅参数名不一致 ]torch.as_strided
### [torch.as_strided](https://pytorch.org/docs/stable/generated/torch.as_strided.html?highlight=as_strided#torch.as_strided)
-
```python
torch.as_strided(input,
size,
@@ -9,7 +8,6 @@ torch.as_strided(input,
```
### [paddle.as_strided](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/as_strided_cn.html#as-strided)
-
```python
paddle.as_strided(x,
shape,
@@ -20,7 +18,6 @@ paddle.as_strided(x,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor, 仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.autograd.function.FunctionCtx.mark_non_differentiable.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.autograd.function.FunctionCtx.mark_non_differentiable.md
index 7d1cba81418..34446343e8a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.autograd.function.FunctionCtx.mark_non_differentiable.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.autograd.function.FunctionCtx.mark_non_differentiable.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.autograd.function.FunctionCtx.mark_non_differentiable
-
+## [ 仅参数名不一致 ]torch.autograd.function.FunctionCtx.mark_non_differentiable
### [torch.autograd.function.FunctionCtx.mark_non_differentiable](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.mark_non_differentiable.html#torch.autograd.function.FunctionCtx.mark_non_differentiable)
-
```python
torch.autograd.function.FunctionCtx.mark_non_differentiable(*args)
```
### [paddle.autograd.PyLayerContext.mark_non_differentiable](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#mark-non-differentiable-self-tensors)
-
```python
paddle.autograd.PyLayerContext.mark_non_differentiable(*tensors)
```
@@ -15,7 +12,6 @@ paddle.autograd.PyLayerContext.mark_non_differentiable(*tensors)
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------- |
| args | tensors | 需要标记不需要反向的 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bincount.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bincount.md
index 72185b6436b..457a9dffacd 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bincount.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bincount.md
@@ -1,7 +1,5 @@
## [ 仅参数名不一致 ]torch.bincount
-
### [torch.bincount](https://pytorch.org/docs/stable/generated/torch.bincount.html?highlight=bincount#torch.bincount)
-
```python
torch.bincount(input,
weights=None,
@@ -9,7 +7,6 @@ torch.bincount(input,
```
### [paddle.bincount](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bincount_cn.html#bincount)
-
```python
paddle.bincount(x,
weights=None,
@@ -19,7 +16,6 @@ paddle.bincount(x,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input| x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bitwise_and.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bitwise_and.md
index 0a08bf649b8..9a477a0df48 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bitwise_and.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bitwise_and.md
@@ -1,7 +1,5 @@
## [ 仅参数名不一致 ]torch.bitwise_and
-
### [torch.bitwise_and](https://pytorch.org/docs/stable/generated/torch.bitwise_and.html#torch.bitwise_and)
-
```python
torch.bitwise_and(input,
other,
@@ -10,7 +8,6 @@ torch.bitwise_and(input,
```
### [paddle.bitwise_and](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_and_cn.html#bitwise-and)
-
```python
paddle.bitwise_and(x,
y,
@@ -20,7 +17,6 @@ paddle.bitwise_and(x,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bitwise_not.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bitwise_not.md
index 8f600d81f6b..b6939b03b11 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bitwise_not.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bitwise_not.md
@@ -1,7 +1,5 @@
-## [ 仅参数名不一致 ] torch.bitwise_not
-
+## [ 仅参数名不一致 ]torch.bitwise_not
### [torch.bitwise_not](https://pytorch.org/docs/stable/generated/torch.bitwise_not.html?highlight=bitwise_not#torch.bitwise_not)
-
```python
torch.bitwise_not(input,
*,
@@ -9,7 +7,6 @@ torch.bitwise_not(input,
```
### [paddle.bitwise_not](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_not_cn.html)
-
```python
paddle.bitwise_not(x,
out=None,
@@ -19,7 +16,6 @@ paddle.bitwise_not(x,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bitwise_or.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bitwise_or.md
index 4321096b8b5..a3550a835b9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bitwise_or.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bitwise_or.md
@@ -1,7 +1,5 @@
## [ 仅参数名不一致 ]torch.bitwise_or
-
### [torch.bitwise_or](https://pytorch.org/docs/stable/generated/torch.bitwise_or.html#torch-bitwise-or)
-
```python
torch.bitwise_or(input,
other,
@@ -10,7 +8,6 @@ torch.bitwise_or(input,
```
### [paddle.bitwise_or](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_or_cn.html#bitwise-or)
-
```python
paddle.bitwise_or(x,
y,
@@ -20,7 +17,6 @@ paddle.bitwise_or(x,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bitwise_xor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bitwise_xor.md
index a025bf021c8..9372962693a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bitwise_xor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.bitwise_xor.md
@@ -1,7 +1,5 @@
## [ 仅参数名不一致 ]torch.bitwise_xor
-
### [torch.bitwise_xor](https://pytorch.org/docs/stable/generated/torch.bitwise_xor.html)
-
```python
torch.bitwise_xor(input,
other,
@@ -10,7 +8,6 @@ torch.bitwise_xor(input,
```
### [paddle.bitwise_xor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bitwise_xor_cn.html)
-
```python
paddle.bitwise_xor(x,
y,
@@ -20,7 +17,6 @@ paddle.bitwise_xor(x,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cdist.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cdist.md
index a28c8faaf60..1b08cf97d26 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cdist.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cdist.md
@@ -1,20 +1,16 @@
## [ 仅参数名不一致 ]torch.cdist
-
### [torch.cdist](https://pytorch.org/docs/stable/generated/torch.cdist.html#torch.cdist)
-
```python
torch.cdist(x1, x2, p=2.0, compute_mode='use_mm_for_euclid_dist_if_necessary')
```
### [paddle.cdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cdist_cn.html#cdist)
-
```python
paddle.cdist(x, y, p=2.0, compute_mode='use_mm_for_euclid_dist_if_necessary', name=None)
```
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| x1 | x | 表示第一个输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.celu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.celu.md
index 18569825838..99e22f5d2bd 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.celu.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.celu.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.celu
-
### [torch.celu](https://pytorch.org/docs/stable/generated/torch.nn.functional.celu.html#torch.nn.functional.celu)
-
```python
torch.celu(input, alpha=1.0)
```
### [paddle.nn.functional.celu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/celu_cn.html#celu)
-
```python
paddle.nn.functional.celu(x, alpha=1.0, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.celu(x, alpha=1.0, name=None)
其中 PyTorch 和 Paddle 功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cholesky_solve.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cholesky_solve.md
index cf97679b907..3b50e574794 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cholesky_solve.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cholesky_solve.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.cholesky_solve
-
+## [ 仅参数名不一致 ]torch.cholesky_solve
### [torch.cholesky_solve](https://pytorch.org/docs/stable/generated/torch.cholesky_solve.html?highlight=cholesky#torch.cholesky_solve)
-
```python
torch.cholesky_solve(input, input2, upper=False, *, out=None)
```
### [paddle.linalg.cholesky_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_solve_cn.html#cholesky-solve)
-
```python
paddle.linalg.cholesky_solve(x, y, upper=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.cholesky_solve(x, y, upper=False, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------------------------------------------------------- |
| input | x | 表示线性方程中的 B 矩阵。仅参数名不一致 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.combinations.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.combinations.md
index ac28fe92a25..e7057bed151 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.combinations.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.combinations.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.combinations
-
### [torch.combinations](https://pytorch.org/docs/stable/generated/torch.combinations.html#torch.combinations)
-
```python
torch.combinations(input, r=2, with_replacement=False)
```
### [paddle.combinations](https://github.com/PaddlePaddle/Paddle/blob/8932f1c5e26788ab1eed226e70fafb1ea67ce737/python/paddle/tensor/math.py#L7099)
-
```python
paddle.combinations(x, r=2, with_replacement=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.combinations(x, r=2, with_replacement=False, name=None)
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------------- | ---------------- | ----------------------------- |
| input | x | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.conj.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.conj.md
index 1f96bf6a9bf..339f4ec99f2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.conj.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.conj.md
@@ -1,12 +1,10 @@
-## [仅参数名不一致]torch.conj
+## [ 仅参数名不一致 ]torch.conj
### [torch.conj](https://pytorch.org/docs/stable/generated/torch.conj.html?highlight=conj#torch.conj)
-
```python
torch.conj(input)
```
### [paddle.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/conj_cn.html#conj)
-
```python
paddle.conj(x,
name=None)
@@ -14,7 +12,6 @@ paddle.conj(x,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.corrcoef.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.corrcoef.md
index 569c65d91bc..4ea4f1e6a8a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.corrcoef.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.corrcoef.md
@@ -1,12 +1,10 @@
-## [仅参数名不一致]torch.corrcoef
+## [ 仅参数名不一致 ]torch.corrcoef
### [torch.corrcoef](https://pytorch.org/docs/stable/generated/torch.corrcoef.html?highlight=corrcoef#torch.corrcoef)
-
```python
torch.corrcoef(input)
```
### [paddle.linalg.corrcoef](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/corrcoef_cn.html#corrcoef)
-
```python
paddle.linalg.corrcoef(x,
rowvar=True,
@@ -15,7 +13,6 @@ paddle.linalg.corrcoef(x,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 一个 N(N<=2) 维矩阵，包含多个变量。默认矩阵的每行是一个观测变量，由参数 rowvar 设置。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cuda.nvtx.range_push.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cuda.nvtx.range_push.md
index 2afa7957f9a..b68c639fc92 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cuda.nvtx.range_push.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cuda.nvtx.range_push.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.cuda.nvtx.range_push
-
### [torch.cuda.nvtx.range_push](https://pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_push.html?highlight=range_push#torch.cuda.nvtx.range_push)
-
```python
torch.cuda.nvtx.range_push(msg)
```
### [paddle.framework.core.nvprof_nvtx_push](https://github.com/PaddlePaddle/Paddle/blob/645dfb4040a15712cea9ccfed4dcb0655aeeb0ea/paddle/fluid/pybind/pybind.cc#L2465)
-
```python
paddle.framework.core.nvprof_nvtx_push(arg0)
```
@@ -15,7 +12,6 @@ paddle.framework.core.nvprof_nvtx_push(arg0)
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 |
| ------- | ------------ | ------------------------------------------ |
| msg | arg0 | 关联 range 的 ASCII 消息，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cumulative_trapezoid.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cumulative_trapezoid.md
index 4c2010fe658..1d98968e644 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cumulative_trapezoid.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.cumulative_trapezoid.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.cumulative_trapezoid
-
+## [ 仅参数名不一致 ]torch.cumulative_trapezoid
### [torch.cumulative_trapezoid](https://pytorch.org/docs/stable/generated/torch.cumulative_trapezoid.html#torch.cumulative_trapezoid)
-
```python
torch.cumulative_trapezoid(y, x=None, *, dx=None, dim=-1)
```
### [paddle.cumulative_trapezoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumulative_trapezoid_cn.html)
-
```python
paddle.cumulative_trapezoid(y, x=None, dx=None, axis=-1, name=None)
```
@@ -15,7 +12,6 @@ paddle.cumulative_trapezoid(y, x=None, dx=None, axis=-1, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------- |
| y | y | 输入多维 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.det.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.det.md
index a9552a7db5b..b250ff5bbe1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.det.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.det.md
@@ -1,19 +1,16 @@
## [ 仅参数名不一致 ]torch.det
### [torch.det](https://pytorch.org/docs/stable/generated/torch.det.html?highlight=det#torch.det)
-
```python
torch.det(input)
```
### [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det)
-
```python
paddle.linalg.det(x)
```
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.diagflat.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.diagflat.md
index 8faa700bfa4..867458ee3cd 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.diagflat.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.diagflat.md
@@ -1,13 +1,11 @@
## [ 仅参数名不一致 ]torch.diagflat
### [torch.diagflat](https://pytorch.org/docs/stable/generated/torch.diagflat.html?highlight=diagflat#torch.diagflat)
-
```python
torch.diagflat(input,
offset=0)
```
### [paddle.diagflat](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagflat_cn.html#diagflat)
-
```python
paddle.diagflat(x,
offset=0,
@@ -16,7 +14,6 @@ paddle.diagflat(x,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.diagonal.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.diagonal.md
index 5e04a9a6e9f..04a506dec4c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.diagonal.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.diagonal.md
@@ -1,6 +1,5 @@
## [ 仅参数名不一致 ]torch.diagonal
### [torch.diagonal](https://pytorch.org/docs/stable/generated/torch.diagonal.html?highlight=diagonal#torch.diagonal)
-
```python
torch.diagonal(input,
offset=0,
@@ -9,7 +8,6 @@ torch.diagonal(input,
```
### [paddle.diagonal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_cn.html#diagonal)
-
```python
paddle.diagonal(x,
offset=0,
@@ -20,7 +18,6 @@ paddle.diagonal(x,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.diagonal_scatter.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.diagonal_scatter.md
index f3c8a0d3879..51f8d769b29 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.diagonal_scatter.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.diagonal_scatter.md
@@ -1,7 +1,5 @@
-## [ 仅参数名不一致 ] torch.diagonal_scatter
-
+## [ 仅参数名不一致 ]torch.diagonal_scatter
### [torch.diagonal_scatter](https://pytorch.org/docs/stable/generated/torch.diagonal_scatter.html?highlight=diagonal_scatter#torch.diagonal_scatter)
-
```python
torch.diagonal_scatter(input,
src,
@@ -11,7 +9,6 @@ torch.diagonal_scatter(input,
```
### [paddle.diagonal_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diagonal_scatter_cn.html)
-
```python
paddle.diagonal_scatter(x,
y,
@@ -23,7 +20,6 @@ paddle.diagonal_scatter(x,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
|---------|--------------| -------------------------------------------------- |
| input | x | 输入张量，被嵌入的张量，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.dist.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.dist.md
index 885727efd85..cee43acf758 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.dist.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.dist.md
@@ -1,6 +1,5 @@
## [ 仅参数名不一致 ]torch.dist
### [torch.dist](https://pytorch.org/docs/stable/generated/torch.dist.html?highlight=dist#torch.dist)
-
```python
torch.dist(input,
other,
@@ -8,7 +7,6 @@ torch.dist(input,
```
### [paddle.dist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dist_cn.html#dist)
-
```python
paddle.dist(x,
y,
@@ -17,7 +15,6 @@ 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 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributed.rpc.get_worker_info.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributed.rpc.get_worker_info.md
index 7a863de43c3..043edc4e7df 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributed.rpc.get_worker_info.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributed.rpc.get_worker_info.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.distributed.rpc.get_worker_info
-
+## [ 仅参数名不一致 ]torch.distributed.rpc.get_worker_info
### [torch.distributed.rpc.get_worker_info](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.get_worker_info)
-
```python
torch.distributed.rpc.get_worker_info(worker_name=None)
```
### [paddle.distributed.rpc.get_worker_info](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/get_worker_info_cn.html#cn-api-distributed-rpc-get-worker-info)
-
```python
paddle.distributed.rpc.get_worker_info(name)
```
@@ -15,7 +12,6 @@ paddle.distributed.rpc.get_worker_info(name)
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 |
| ----------- | ------------ | ------------------------------- |
| worker_name | name | worker 的名字，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributed.rpc.remote.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributed.rpc.remote.md
index 6841f0dec9f..af6e9b0ac45 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributed.rpc.remote.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributed.rpc.remote.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.distributed.rpc.remote
-
### [torch.distributed.rpc.remote](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.remote)
-
```python
torch.distributed.rpc.remote(to, func, args=None, kwargs=None, timeout=-1.0)
```
### [paddle.distributed.rpc.rpc_async](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_async_cn.html#rpc-async)
-
```python
paddle.distributed.rpc.rpc_async(to, fn, args=None, kwargs=None, timeout=-1)
```
@@ -16,7 +13,6 @@ paddle.distributed.rpc.rpc_async(to, fn, args=None, kwargs=None, timeout=-1)
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------- |
| to | to | 目标 worker 的名字。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributed.scatter_object_list.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributed.scatter_object_list.md
index 2fd1ffc3413..49ade7415b2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributed.scatter_object_list.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributed.scatter_object_list.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.distributed.scatter_object_list
-
+## [ 仅参数名不一致 ]torch.distributed.scatter_object_list
### [torch.distributed.scatter_object_list](https://pytorch.org/docs/stable/distributed.html#torch.distributed.scatter_object_list)
-
```python
torch.distributed.scatter_object_list(scatter_object_output_list, scatter_object_input_list, src=0, group=None)
```
### [paddle.distributed.scatter_object_list](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/scatter_object_list_cn.html#scatter-object-list)
-
```python
paddle.distributed.scatter_object_list(out_object_list, in_object_list, src=0, group=None)
```
@@ -15,7 +12,6 @@ paddle.distributed.scatter_object_list(out_object_list, in_object_list, src=0, g
其中 PyTorch 和 Paddle 功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------------------------- | --------------- | -------------------------------------------- |
| scatter_object_output_list | out_object_list | 用于接收数据的 object 列表，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributions.distribution.Distribution.rsample.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributions.distribution.Distribution.rsample.md
index ef29808524f..aa36f485aa9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributions.distribution.Distribution.rsample.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributions.distribution.Distribution.rsample.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.distributions.distribution.Distribution.rsample
-
### [torch.distributions.distribution.Distribution.rsample](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.rsample)
-
```python
torch.distributions.distribution.Distribution.rsample(sample_shape=torch.Size([]))
```
### [paddle.distribution.Distribution.rsample](https://github.com/PaddlePaddle/Paddle/blob/2bbd6f84c1db3e7401732869ee50aef2d9c97bdc/python/paddle/distribution/distribution.py#L96)
-
```python
paddle.distribution.Distribution.rsample(shape=())
```
@@ -15,7 +12,6 @@ paddle.distribution.Distribution.rsample(shape=())
其中 PyTorch 和 Paddle 功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | ---- |
| sample_shape | shape | 重参数化的样本形状，仅参数名不同。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributions.distribution.Distribution.sample.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributions.distribution.Distribution.sample.md
index f693e0a45d6..58326b1d4a2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributions.distribution.Distribution.sample.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributions.distribution.Distribution.sample.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.distributions.distribution.Distribution.sample
-
### [torch.distributions.distribution.Distribution.sample](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.sample)
-
```python
torch.distributions.distribution.Distribution.sample(sample_shape=torch.Size([]))
```
### [paddle.distribution.Distribution.sample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#sample)
-
```python
paddle.distribution.Distribution.sample(shape=())
```
@@ -15,7 +12,6 @@ paddle.distribution.Distribution.sample(shape=())
其中 PyTorch 和 Paddle 功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | -- |
| sample_shape | shape | 采样形状，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributions.kl.register_kl.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributions.kl.register_kl.md
index a82b2c0c179..aab5b895a64 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributions.kl.register_kl.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.distributions.kl.register_kl.md
@@ -1,20 +1,16 @@
-## [ 仅参数名不一致 ] torch.distributions.kl.register_kl
-
+## [ 仅参数名不一致 ]torch.distributions.kl.register_kl
### [torch.distributions.kl.register_kl](https://pytorch.org/docs/stable/distributions.html?highlight=register_kl#torch.distributions.kl.register_kl)
-
```python
torch.distributions.kl.register_kl(type_p, type_q)
```
### [paddle.distribution.register_kl](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/register_kl_cn.html)
-
```python
paddle.distribution.register_kl(cls_p, cls_q)
```
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 |
| ------------- | ------------ | ------------------------------------------------------ |
| type_p | cls_p | 实例 p 的分布类型，继承于 Distribution 基类，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.dropout.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.dropout.md
index 82c3573e760..e22ffa55b4a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.dropout.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.dropout.md
@@ -1,7 +1,5 @@
## [ 仅参数名不一致 ]torch.dropout
-
### [torch.dropout](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions)
-
```python
torch.dropout(input,
p,
@@ -9,7 +7,6 @@ torch.dropout(input,
```
### [paddle.nn.functional.dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout_cn.html#dropout)
-
```python
paddle.nn.functional.dropout(x, p=0.5, axis=None, training=True, mode='upscale_in_train', name=None)
```
@@ -17,7 +14,6 @@ paddle.nn.functional.dropout(x, p=0.5, axis=None, training=True, mode='upscale_i
其中 PyTorch 和 Paddle 功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -- |
| input | x | 输入的多维 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.dsplit.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.dsplit.md
index f74cce2b8f8..158f9039283 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.dsplit.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.dsplit.md
@@ -4,14 +4,12 @@ api 存在重载情况，分别如下：
-------------------------------------------------------------------------------------------------
### [torch.dsplit](https://pytorch.org/docs/stable/generated/torch.dsplit.html#torch.dsplit)
-
```python
torch.dsplit(input,
sections)
```
### [paddle.dsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dsplit_cn.html)
-
```python
paddle.dsplit(x,
num_or_indices,
@@ -21,7 +19,6 @@ paddle.dsplit(x,
其中 Paddle 相比 PyTorch 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入多维 Tensor ，仅参数名不一致。 |
@@ -30,14 +27,12 @@ paddle.dsplit(x,
-------------------------------------------------------------------------------------------------
### [torch.dsplit](https://pytorch.org/docs/stable/generated/torch.dsplit.html#torch.dsplit)
-
```python
torch.dsplit(input,
indices)
```
### [paddle.dsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dsplit_cn.html)
-
```python
paddle.dsplit(x,
num_or_indices,
@@ -47,7 +42,6 @@ paddle.dsplit(x,
其中 Paddle 相比 PyTorch 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入多维 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.dstack.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.dstack.md
index 928e78d1153..b0270ab8318 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.dstack.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.dstack.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.dstack
-
### [torch.dstack](https://pytorch.org/docs/stable/generated/torch.dstack.html#torch.dstack)
-
```python
torch.dstack(tensors, *, out=None)
```
### [paddle.dstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dstack_cn.html)
-
```python
paddle.dstack(x, name=None)
```
@@ -15,7 +12,6 @@ paddle.dstack(x, name=None)
其中 Paddle 相比 PyTorch 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| tensors | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.feature_alpha_dropout.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.feature_alpha_dropout.md
index c162e63a5b1..bcf5c90f5ab 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.feature_alpha_dropout.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.feature_alpha_dropout.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.feature_alpha_dropout
-
### [torch.feature\_alpha\_dropout](https://pytorch.org/docs/stable/jit_builtin_functions.html)
-
```python
torch.feature_alpha_dropout(input, p, training)
```
### [paddle.nn.functional.feature\_alpha\_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/feature_alpha_dropout_cn.html#feature_alpha-dropout)
-
```python
paddle.nn.functional.feature_alpha_dropout(x, p=0.5, training=True, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.feature_alpha_dropout(x, p=0.5, training=True, name=None)
其中 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | -- |
| input | x | 输入的多维 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.fft.fftshift.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.fft.fftshift.md
index 87f45af527f..9000f2018ab 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.fft.fftshift.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.fft.fftshift.md
@@ -1,20 +1,16 @@
-## [ 仅参数名不一致 ] torch.fft.fftshift
-
+## [ 仅参数名不一致 ]torch.fft.fftshift
### [torch.fft.fftshift](https://pytorch.org/docs/stable/generated/torch.fft.fftshift.html#torch.fft.fftshift)
-
```python
torch.fft.fftshift(input, dim=None)
```
### [paddle.fft.fftshift](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftshift_cn.html)
-
```python
paddle.fft.fftshift(x, axes=None, name=None)
```
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.fft.ifftshift.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.fft.ifftshift.md
index ead0ebdce3d..220c744b58c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.fft.ifftshift.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.fft.ifftshift.md
@@ -1,20 +1,16 @@
-## [ 仅参数名不一致 ] torch.fft.ifftshift
-
+## [ 仅参数名不一致 ]torch.fft.ifftshift
### [torch.fft.ifftshift](https://pytorch.org/docs/stable/generated/torch.fft.ifftshift.html#torch.fft.ifftshift)
-
```python
torch.fft.ifftshift(input, dim=None)
```
### [paddle.fft.ifftshift](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifftshift_cn.html)
-
```python
paddle.fft.ifftshift(x, axes=None, name=None)
```
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.flip.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.flip.md
index 519723eeaa6..576af6b0d6e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.flip.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.flip.md
@@ -1,13 +1,11 @@
## [ 仅参数名不一致 ]torch.flip
### [torch.flip](https://pytorch.org/docs/stable/generated/torch.flip.html?highlight=flip#torch.flip)
-
```python
torch.flip(input,
dims)
```
### [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip)
-
```python
paddle.flip(x,
axis,
@@ -16,7 +14,6 @@ paddle.flip(x,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.from_dlpack.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.from_dlpack.md
index a1c33d81db8..43d5aa86cf3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.from_dlpack.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.from_dlpack.md
@@ -1,20 +1,16 @@
## [ 仅参数名不一致 ]torch.from_dlpack
-
### [torch.from_dlpack](https://pytorch.org/docs/stable/generated/torch.from_dlpack.html?highlight=from_dlpack#torch.from_dlpack)
-
```python
torch.from_dlpack(ext_tensor)
```
### [paddle.utils.dlpack.from_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/from_dlpack_cn.html)
-
```python
paddle.utils.dlpack.from_dlpack(dlpack)
```
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 |
| ------------- | ------------ | ------------------------------------------------------ |
| ext_tensor | dlpack | 表示输入的带有 dltensor 的 PyCapsule 对象，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.histogramdd.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.histogramdd.md
index 35e9365802b..3d25b20ae2a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.histogramdd.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.histogramdd.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.histogramdd
-
+## [ 仅参数名不一致 ]torch.histogramdd
### [torch.histogramdd](https://pytorch.org/docs/stable/generated/torch.histogramdd.html#torch-histogramdd)
-
```python
torch.histogramdd(input, bins, *, range=None, weight=None, density=False)
```
### [paddle.histogramdd](https://github.com/PaddlePaddle/Paddle/blob/a19227d9ee0e351363a4bb27b50b1becbec58a6c/python/paddle/tensor/linalg.py#L3875)
-
```python
paddle.histogramdd(x, bins=10, ranges=None, density=False, weights=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.histogramdd(x, bins=10, ranges=None, density=False, weights=None, name=No
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------- |
| input | x | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.hsplit.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.hsplit.md
index 770dce34f37..7ff71010690 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.hsplit.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.hsplit.md
@@ -4,14 +4,12 @@ api 存在重载情况，分别如下：
-------------------------------------------------------------------------------------------------
### [torch.hsplit](https://pytorch.org/docs/stable/generated/torch.hsplit.html#torch.hsplit)
-
```python
torch.hsplit(input,
sections)
```
### [paddle.hsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hsplit_cn.html)
-
```python
paddle.hsplit(x,
num_or_indices,
@@ -21,7 +19,6 @@ paddle.hsplit(x,
其中 Paddle 相比 PyTorch 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入多维 Tensor ，仅参数名不一致。 |
@@ -30,14 +27,12 @@ paddle.hsplit(x,
-------------------------------------------------------------------------------------------------
### [torch.hsplit](https://pytorch.org/docs/stable/generated/torch.hsplit.html#torch.hsplit)
-
```python
torch.hsplit(input,
indices)
```
### [paddle.hsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hsplit_cn.html)
-
```python
paddle.hsplit(x,
num_or_indices,
@@ -47,7 +42,6 @@ paddle.hsplit(x,
其中 Paddle 相比 PyTorch 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入多维 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.hstack.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.hstack.md
index 1526fe8b47d..fc95e298480 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.hstack.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.hstack.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.hstack
-
### [torch.hstack](https://pytorch.org/docs/stable/generated/torch.hstack.html#torch.hstack)
-
```python
torch.hstack(tensors, *, out=None)
```
### [paddle.hstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hstack_cn.html)
-
```python
paddle.hstack(x, name=None)
```
@@ -15,7 +12,6 @@ paddle.hstack(x, name=None)
其中 Paddle 相比 PyTorch 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| tensors | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.iinfo.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.iinfo.md
index fd2cbacd204..c9ebf439b6d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.iinfo.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.iinfo.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.iinfo
-
+## [ 仅参数名不一致 ]torch.iinfo
### [torch.iinfo](https://pytorch.org/docs/stable/type_info.html#torch-iinfo)
-
```python
torch.iinfo(type)
```
### [paddle.iinfo](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/iinfo_cn.html)
-
```python
paddle.iinfo(dtype)
```
@@ -15,7 +12,6 @@ paddle.iinfo(dtype)
paddle 参数和 torch 参数完全一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -------------------------------- |
| type | dtype | 输入的数据类型，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.imag.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.imag.md
index d4783c1eda6..051e2e0d22c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.imag.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.imag.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.imag
-
### [torch.imag](https://pytorch.org/docs/stable/generated/torch.imag.html?highlight=imag#torch.imag)
-
```python
torch.imag(input)
```
### [paddle.imag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/imag_cn.html#imag)
-
```python
paddle.imag(x)
```
@@ -15,7 +12,6 @@ paddle.imag(x)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.index_fill.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.index_fill.md
index 73a184f60bb..50e1f06a785 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.index_fill.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.index_fill.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.index_fill
-
### [torch.index_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.index_fill.html#torch.Tensor.index_fill)
-
```python
torch.index_fill(input, dim, index, value)
```
### [paddle.index_fill](https://github.com/PaddlePaddle/Paddle/blob/1e3761d119643af19cb6f8a031a77f315d782409/python/paddle/tensor/manipulation.py#L5900)
-
```python
paddle.index_fill(x, index, axis, value, name=None)
```
@@ -15,7 +12,6 @@ paddle.index_fill(x, index, axis, value, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isclose.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isclose.md
index fd8c4a087cf..a769547758a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isclose.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isclose.md
@@ -1,6 +1,5 @@
## [ 仅参数名不一致 ]torch.isclose
### [torch.isclose](https://pytorch.org/docs/stable/generated/torch.isclose.html?highlight=isclose#torch.isclose)
-
```python
torch.isclose(input,
other,
@@ -10,7 +9,6 @@ torch.isclose(input,
```
### [paddle.isclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isclose_cn.html#isclose)
-
```python
paddle.isclose(x,
y,
@@ -22,7 +20,6 @@ paddle.isclose(x,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isreal.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isreal.md
index 57cd94bbf68..a7db0138723 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isreal.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.isreal.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.isreal
-
+## [ 仅参数名不一致 ]torch.isreal
### [torch.isreal](https://pytorch.org/docs/stable/generated/torch.isreal.html#torch-isreal)
-
```python
torch.isreal(input)
```
### [paddle.isreal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isreal_cn.html)
-
```python
paddle.isreal(x, name=None)
```
@@ -15,7 +12,6 @@ paddle.isreal(x, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------- |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.istft.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.istft.md
index fed6c2e81b4..1453dba7a6f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.istft.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.istft.md
@@ -1,6 +1,5 @@
## [ 仅参数名不一致 ]torch.istft
### [torch.istft](https://pytorch.org/docs/stable/generated/torch.istft.html?highlight=istft#torch.istft)
-
```python
torch.istft(input,
n_fft,
@@ -15,7 +14,6 @@ torch.istft(input,
```
### [paddle.signal.istft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/istft_cn.html#istft)
-
```python
paddle.signal.istft(x,
n_fft,
@@ -32,7 +30,6 @@ paddle.signal.istft(x,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.kron.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.kron.md
index 7bea3473a3f..72b89f9c899 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.kron.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.kron.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.kron
-
+## [ 仅参数名不一致 ]torch.kron
### [torch.kron](https://pytorch.org/docs/stable/generated/torch.kron.html#torch-kron)
-
```python
torch.kron(input, other, *, out=None)
```
### [paddle.kron](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/kron_cn.html#kron)
-
```python
paddle.kron(x, y, out=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.kron(x, y, out=None, name=None)
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------- |
| input | x | 表示 Kron OP 输入的第一个 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.kthvalue.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.kthvalue.md
index 14bbf388606..c218d5cb2fd 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.kthvalue.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.kthvalue.md
@@ -1,6 +1,5 @@
## [ 仅参数名不一致 ]torch.kthvalue
### [torch.kthvalue](https://pytorch.org/docs/stable/generated/torch.kthvalue.html?highlight=kthvalue#torch.kthvalue)
-
```python
torch.kthvalue(input,
k,
@@ -11,7 +10,6 @@ torch.kthvalue(input,
```
### [paddle.kthvalue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/kthvalue_cn.html)
-
```python
paddle.kthvalue(x,
k,
@@ -23,7 +21,6 @@ paddle.kthvalue(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -31,15 +28,3 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| dim | axis | 指定对输入 Tensor 进行运算的轴，仅参数名不一致。 |
| keepdim | keepdim | 是否在输出 Tensor 中保留减小的维度。 |
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写 。 |
-
-### 转写示例
-
-#### out：指定输出
-```python
-# PyTorch 写法
-torch.kthvalue(x, 2, 1, out=y)
-
-# Paddle 写法
-out0, out1 = paddle.kthvalue(x, 2, 1)
-paddle.assign(out0, y[0]), paddle.assign(out1, y[1])
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.linalg.lstsq.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.linalg.lstsq.md
index d91a4fe8ba2..5ba333036e0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.linalg.lstsq.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.linalg.lstsq.md
@@ -1,19 +1,16 @@
## [ 仅参数名不一致 ]torch.linalg.lstsq
### [torch.linalg.lstsq](https://pytorch.org/docs/stable/generated/torch.linalg.lstsq.html?highlight=lstsq#torch.linalg.lstsq)
-
```python
torch.linalg.lstsq(input, b, rcond=None, *, driver=None)
```
### [paddle.linalg.lstsq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lstsq_cn.html)
-
```python
paddle.linalg.lstsq(x, y, rcond=None, driver=None, name=None)
```
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.linalg.matrix_exp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.linalg.matrix_exp.md
index 6e5dc17ccff..beda0ee24f8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.linalg.matrix_exp.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.linalg.matrix_exp.md
@@ -1,12 +1,10 @@
## [ 仅参数名不一致 ]torch.linalg.matrix_exp
### [torch.linalg.matrix_exp](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_exp.html#torch.linalg.matrix_exp)
-
```python
torch.linalg.matrix_exp(A)
```
### [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html)
-
```python
paddle.linalg.matrix_exp(x, name=None)
```
@@ -14,7 +12,6 @@ paddle.linalg.matrix_exp(x, name=None)
PyTorch 相比 Paddle 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| A | x | 输入的方阵，类型为 Tensor,仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.masked_fill.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.masked_fill.md
index 198fec04de1..6db7f6f3aa4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.masked_fill.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.masked_fill.md
@@ -1,13 +1,10 @@
-## [ 仅参数名不一致 ] torch.masked_fill
-
+## [ 仅参数名不一致 ]torch.masked_fill
### [torch.masked_fill](https://pytorch.org/docs/stable/generated/torch.Tensor.masked_fill.html#torch.Tensor.masked_fill)
-
```python
torch.masked_fill(input, mask, value)
```
### [paddle.masked_fill](https://github.com/PaddlePaddle/Paddle/blob/1e3761d119643af19cb6f8a031a77f315d782409/python/paddle/tensor/manipulation.py#L5111)
-
```python
paddle.masked_fill(x, mask, value, name=None)
```
@@ -15,7 +12,6 @@ paddle.masked_fill(x, mask, value, name=None)
两者功能一致，参数完全一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.max_pool3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.max_pool3d.md
index 0b89c960240..c24f08adaf4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.max_pool3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.max_pool3d.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.max_pool3d
-
### [torch.max\_pool3d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions)
-
```python
torch.max_pool3d(input, kernel_size, stride=[], padding=[0, 0, 0], dilation=[1, 1, 1], ceil_mode=False)
```
### [paddle.nn.functional.max_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool3d_cn.html)
-
```python
paddle.nn.functional.max_pool3d(x, kernel_size, stride=None, padding=0, ceil_mode=False, return_mask=False, data_format="NCDHW", name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.max_pool3d(x, kernel_size, stride=None, padding=0, ceil_mod
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------------- | ------------ | ------------------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.moveaxis.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.moveaxis.md
index 791f704323c..9ff0340994f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.moveaxis.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.moveaxis.md
@@ -1,6 +1,5 @@
## [ 仅参数名不一致 ]torch.moveaxis
### [torch.moveaxis](https://pytorch.org/docs/stable/generated/torch.moveaxis.html?highlight=moveaxis#torch.moveaxis)
-
```python
torch.moveaxis(input,
source,
@@ -8,7 +7,6 @@ torch.moveaxis(input,
```
### [paddle.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html#moveaxis)
-
```python
paddle.moveaxis(x,
source,
@@ -18,7 +16,6 @@ paddle.moveaxis(x,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.movedim.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.movedim.md
index 2fec1dc85f2..625d60795cc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.movedim.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.movedim.md
@@ -1,6 +1,5 @@
## [ 仅参数名不一致 ]torch.movedim
### [torch.movedim](https://pytorch.org/docs/stable/generated/torch.movedim.html?highlight=movedim#torch.movedim)
-
```python
torch.movedim(input,
source,
@@ -8,7 +7,6 @@ torch.movedim(input,
```
### [paddle.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html#moveaxis)
-
```python
paddle.moveaxis(x,
source,
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.AdaptiveMaxPool1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.AdaptiveMaxPool1d.md
index 06ebda32596..0c014cf3dc0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.AdaptiveMaxPool1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.AdaptiveMaxPool1d.md
@@ -1,13 +1,11 @@
## [ 仅参数名不一致 ]torch.nn.AdaptiveMaxPool1d
### [torch.nn.AdaptiveMaxPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool1d.html?highlight=adaptivemaxpool1d#torch.nn.AdaptiveMaxPool1d)
-
```python
torch.nn.AdaptiveMaxPool1d(output_size,
return_indices=False)
```
### [paddle.nn.AdaptiveMaxPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool1D_cn.html#adaptivemaxpool1d)
-
```python
paddle.nn.AdaptiveMaxPool1D(output_size,
return_mask=False,
@@ -16,7 +14,6 @@ paddle.nn.AdaptiveMaxPool1D(output_size,
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 |
| ------------- | ------------ | ------------------------------------------------------ |
| output_size | output_size | 表示输出 Tensor 的大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.AdaptiveMaxPool2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.AdaptiveMaxPool2d.md
index 1fd40b4fbf1..ed89d936a93 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.AdaptiveMaxPool2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.AdaptiveMaxPool2d.md
@@ -1,13 +1,11 @@
## [ 仅参数名不一致 ]torch.nn.AdaptiveMaxPool2d
### [torch.nn.AdaptiveMaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool2d.html?highlight=adaptivemaxpool2d#torch.nn.AdaptiveMaxPool2d)
-
```python
torch.nn.AdaptiveMaxPool2d(output_size,
return_indices=False)
```
### [paddle.nn.AdaptiveMaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool2D_cn.html#adaptivemaxpool2d)
-
```python
paddle.nn.AdaptiveMaxPool2D(output_size,
return_mask=False,
@@ -16,7 +14,6 @@ paddle.nn.AdaptiveMaxPool2D(output_size,
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 |
| ------------- | ------------ | ------------------------------------------------------ |
| output_size | output_size | 表示输出 Tensor 的大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.AdaptiveMaxPool3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.AdaptiveMaxPool3d.md
index 3e81f24a6d3..7ddbab6e825 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.AdaptiveMaxPool3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.AdaptiveMaxPool3d.md
@@ -1,13 +1,11 @@
## [ 仅参数名不一致 ]torch.nn.AdaptiveMaxPool3d
### [torch.nn.AdaptiveMaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool3d.html?highlight=adaptivemaxpool3d#torch.nn.AdaptiveMaxPool3d)
-
```python
torch.nn.AdaptiveMaxPool3d(output_size,
return_indices=False)
```
### [paddle.nn.AdaptiveMaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AdaptiveMaxPool3D_cn.html#adaptivemaxpool3d)
-
```python
paddle.nn.AdaptiveMaxPool3D(output_size,
return_mask=False,
@@ -16,7 +14,6 @@ paddle.nn.AdaptiveMaxPool3D(output_size,
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 |
| ------------- | ------------ | ------------------------------------------------------ |
| output_size | output_size | 表示输出 Tensor 的大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.CosineSimilarity.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.CosineSimilarity.md
index 987a49d45c2..690d89b2e0d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.CosineSimilarity.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.CosineSimilarity.md
@@ -1,13 +1,11 @@
## [ 仅参数名不一致 ]torch.nn.CosineSimilarity
### [torch.nn.CosineSimilarity](https://pytorch.org/docs/stable/generated/torch.nn.CosineSimilarity.html?highlight=nn+cosinesimilarity#torch.nn.CosineSimilarity)
-
```python
torch.nn.CosineSimilarity(dim=1,
eps=1e-08)
```
### [paddle.nn.CosineSimilarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CosineSimilarity_cn.html#cosinesimilarity)
-
```python
paddle.nn.CosineSimilarity(axis=1,
eps=1e-8)
@@ -15,7 +13,6 @@ paddle.nn.CosineSimilarity(axis=1,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| dim | axis | 指定计算的维度，会在该维度上计算余弦相似度，默认值为 1。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Flatten.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Flatten.md
index 174f177c46f..e55e48c782c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Flatten.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Flatten.md
@@ -1,13 +1,11 @@
## [ 仅参数名不一致 ]torch.nn.Flatten
### [torch.nn.Flatten](https://pytorch.org/docs/stable/generated/torch.nn.Flatten.html?highlight=nn+flatten#torch.nn.Flatten)
-
```python
torch.nn.Flatten(start_dim=1,
end_dim=-1)
```
### [paddle.nn.Flatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Flatten_cn.html#flatten)
-
```python
paddle.nn.Flatten(start_axis=1,
stop_axis=-1)
@@ -15,7 +13,6 @@ paddle.nn.Flatten(start_axis=1,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| start_dim | start_axis | 展开的起始维度，默认值为 1。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Fold.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Fold.md
index 970d40819a7..56dc6339ab2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Fold.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Fold.md
@@ -1,6 +1,5 @@
## [ 仅参数名不一致 ]torch.nn.Fold
### [torch.nn.Fold](https://pytorch.org/docs/stable/generated/torch.nn.Fold.html?highlight=nn+fold#torch.nn.Fold)
-
```python
torch.nn.Fold(output_size,
kernel_size,
@@ -10,7 +9,6 @@ torch.nn.Fold(output_size,
```
### [paddle.nn.Fold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Fold_cn.html#fold)
-
```python
paddle.nn.Fold(output_sizes,
kernel_sizes,
@@ -22,7 +20,6 @@ paddle.nn.Fold(output_sizes,
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 |
| ------------- | ------------ | ------------------------------------------------------ |
| output_size | output_sizes | 输出尺寸，整数或者整型列表。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.GLU.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.GLU.md
index 4f5b440af70..436201ae22a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.GLU.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.GLU.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.nn.GLU
-
+## [ 仅参数名不一致 ]torch.nn.GLU
### [torch.nn.GLU](https://pytorch.org/docs/stable/generated/torch.nn.GLU.html#torch.nn.GLU)
-
```python
torch.nn.GLU(dim=-1)
```
### [paddle.nn.GLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GLU_cn.html)
-
```python
paddle.nn.GLU(axis=-1, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.GLU(axis=-1, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| dim | axis | GLU 划分输入的轴，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.GaussianNLLLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.GaussianNLLLoss.md
index eedfd169408..a9e80ece43d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.GaussianNLLLoss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.GaussianNLLLoss.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.nn.GaussianNLLLoss
-
+## [ 仅参数名不一致 ]torch.nn.GaussianNLLLoss
### [torch.nn.GaussianNLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.GaussianNLLLoss)
-
```python
torch.nn.GaussianNLLLoss(*, full=False, eps=1e-06, reduction='mean')
```
### [paddle.nn.GaussianNLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GaussianNLLLoss_cn.html)
-
```python
paddle.nn.GaussianNLLLoss(full=False, epsilon=1e-6, reduction='mean', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.GaussianNLLLoss(full=False, epsilon=1e-6, reduction='mean', name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------------ | ------------------ | ---------------------------------------------------------------------------------- |
| full | full | 是否在损失计算中包括常数项。默认情况下为 False，表示忽略最后的常数项。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Hardshrink.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Hardshrink.md
index d34da516022..94dd293182c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Hardshrink.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Hardshrink.md
@@ -1,12 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.Hardshrink
### [torch.nn.Hardshrink](https://pytorch.org/docs/stable/generated/torch.nn.Hardshrink.html?highlight=hardshrink#torch.nn.Hardshrink)
-
```python
torch.nn.Hardshrink(lambd=0.5)
```
### [paddle.nn.Hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardshrink_cn.html#hardshrink)
-
```python
paddle.nn.Hardshrink(threshold=0.5,
name=None)
@@ -14,7 +12,6 @@ paddle.nn.Hardshrink(threshold=0.5,
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 |
| ------------- | ------------ | ------------------------------------------------------ |
| lambd | threshold | Hardshrink 激活计算公式中的阈值，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.LogSoftmax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.LogSoftmax.md
index 6748fd4e989..180947ee8d0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.LogSoftmax.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.LogSoftmax.md
@@ -1,18 +1,15 @@
## [ 仅参数名不一致 ]torch.nn.LogSoftmax
### [torch.nn.LogSoftmax](https://pytorch.org/docs/stable/generated/torch.nn.LogSoftmax.html?highlight=nn+logsoftmax#torch.nn.LogSoftmax)
-
```python
torch.nn.LogSoftmax(dim=None)
```
### [paddle.nn.LogSoftmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LogSoftmax_cn.html#logsoftmax)
-
```python
paddle.nn.LogSoftmax(axis=- 1, name=None)
```
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| dim | axis | 指定对输入 Tensor 进行运算的轴，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.add_module.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.add_module.md
index 862715c6c0d..8ec977e0d83 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.add_module.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.add_module.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.Module.add_module
-
### [torch.nn.Module.add_module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+add_module#torch.nn.Module.add_module)
-
```python
torch.nn.Module.add_module(name, module)
```
### [paddle.nn.Layer.add_sublayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-sublayer-name-sublayer)
-
```python
paddle.nn.Layer.add_sublayer(name, sublayer)
```
@@ -15,7 +12,6 @@ paddle.nn.Layer.add_sublayer(name, sublayer)
两者功能一致，仅参数名不一致。
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----- | ----- | ------------------------------------------ |
| name | name | 表示子层名。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.buffers.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.buffers.md
index d2be39058e6..43b39283e64 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.buffers.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.buffers.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.Module.buffers
-
### [torch.nn.Module.buffers](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.buffers)
-
```python
torch.nn.Module.buffers(recurse=True)
```
### [paddle.nn.Layer.buffers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#buffers-include-sublayers-true)
-
```python
paddle.nn.Layer.buffers(include_sublayers=True)
```
@@ -15,7 +12,6 @@ paddle.nn.Layer.buffers(include_sublayers=True)
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| recurse | include_sublayers | 表示是否返回子层的 buffers ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.named_buffers.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.named_buffers.md
index 2cca04d4082..a51c07f6c8f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.named_buffers.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.named_buffers.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.nn.Module.named_buffers
-
+## [ 仅参数名不一致 ]torch.nn.Module.named_buffers
### [torch.nn.Module.named_buffers](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_buffers)
-
```python
torch.nn.Module.named_buffers(prefix='', recurse=True, remove_duplicate=True)
```
### [paddle.nn.Layer.named_buffers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-buffers-prefix-include-sublayers-true)
-
```python
paddle.nn.Layer.named_buffers(prefix='', include_sublayers=True, remove_duplicate=True)
```
@@ -15,7 +12,6 @@ paddle.nn.Layer.named_buffers(prefix='', include_sublayers=True, remove_duplicat
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 |
| -------------- | ------------ | ------------------------------------------------------------- |
| prefix | prefix | 在所有参数名称前加的前缀。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.named_parameters.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.named_parameters.md
index e7af6286449..f0ff44870cf 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.named_parameters.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.named_parameters.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.nn.Module.named_parameters
-
+## [ 仅参数名不一致 ]torch.nn.Module.named_parameters
### [torch.nn.Module.named_parameters](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+named_parameters#torch.nn.Module.named_parameters)
-
```python
torch.nn.Module.named_parameters(prefix='', recurse=True, remove_duplicate=True)
```
### [paddle.nn.Layer.named_parameters](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-parameters-prefix-include-sublayers-true)
-
```python
paddle.nn.Layer.named_parameters(prefix='', include_sublayers=True, remove_duplicate=True)
```
@@ -15,7 +12,6 @@ paddle.nn.Layer.named_parameters(prefix='', include_sublayers=True, remove_dupli
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 |
| -------------- | ------------ | ------------------------------------------------------------- |
| prefix | prefix | 在所有参数名称前加的前缀。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.parameters.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.parameters.md
index 0b0c741a311..0ca0e763c7d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.parameters.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.parameters.md
@@ -1,12 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.Module.parameters
### [torch.nn.Module.parameters](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.parameters)
-
```python
torch.nn.Module.parameters(recurse=True)
```
### [paddle.nn.Layer.parameters](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#parameters-include-sublayers-true)
-
```python
paddle.nn.Layer.parameters(include_sublayers=True)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.register_buffer.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.register_buffer.md
index bc38fa93eeb..b6376fed998 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.register_buffer.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.register_buffer.md
@@ -1,12 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.Module.register_buffer
### [torch.nn.Module.register_buffer](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_buffer)
-
```python
torch.nn.Module.register_buffer(name, tensor, persistent=True)
```
### [paddle.nn.Layer.register_buffer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-buffer-name-tensor-persistable-true)
-
```python
paddle.nn.Layer.register_buffer(name, tensor, persistable=True)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.register_module.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.register_module.md
index b52be1a2294..5ef9e6775ec 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.register_module.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.register_module.md
@@ -1,12 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.Module.register_module
### [torch.nn.Module.register_module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_module)
-
```python
torch.nn.Module.register_module(name, module)
```
### [paddle.nn.Layer.add_sublayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-sublayer-name-sublayer)
-
```python
paddle.nn.Layer.add_sublayer(name, sublayer)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.register_parameter.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.register_parameter.md
index 3b4bee98567..e7184bfbcf6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.register_parameter.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Module.register_parameter.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.nn.Module.register_parameter
-
+## [ 仅参数名不一致 ]torch.nn.Module.register_parameter
### [torch.nn.Module.register_parameter](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_parameter)
-
```python
torch.nn.Module.register_parameter(name, param)
```
### [paddle.nn.Layer.add_parameter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#add-parameter-name-parameter)
-
```python
paddle.nn.Layer.add_parameter(name, parameter)
```
@@ -15,7 +12,6 @@ paddle.nn.Layer.add_parameter(name, parameter)
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -------------------------------- |
| name | name | 参数名。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.ModuleDict.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.ModuleDict.md
index 5bb01a20047..40e0dc15086 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.ModuleDict.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.ModuleDict.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.ModuleDict
-
### [torch.nn.ModuleDict](https://pytorch.org/docs/stable/generated/torch.nn.ModuleDict.html?highlight=torch+nn+moduledict#torch.nn.ModuleDict)
-
```python
torch.nn.ModuleDict(modules=None)
```
### [paddle.nn.LayerDict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerDict_cn.html)
-
```python
paddle.nn.LayerDict(sublayers=None)
```
@@ -15,7 +12,6 @@ paddle.nn.LayerDict(sublayers=None)
两者功能一致，参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----- | ---------- | ---------------------------------------------------------- |
| modules | sublayers | 键值对的可迭代对象，值的类型为 paddle.nn.Layer ，参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.ModuleList.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.ModuleList.md
index 1a047247188..9c95bcbe891 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.ModuleList.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.ModuleList.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.ModuleList
-
### [torch.nn.ModuleList](https://pytorch.org/docs/stable/generated/torch.nn.ModuleList.html?highlight=torch+nn+modulelist#torch.nn.ModuleList)
-
```python
torch.nn.ModuleList(modules=None)
```
### [paddle.nn.LayerList](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerList_cn.html)
-
```python
paddle.nn.LayerList(sublayers=None)
```
@@ -15,7 +12,6 @@ paddle.nn.LayerList(sublayers=None)
两者功能一致，参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----- | ---------- | -------------------------- |
| modules | sublayers | 要保存的子层，参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.PairwiseDistance.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.PairwiseDistance.md
index 37a341b7d4e..4190b1a38c4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.PairwiseDistance.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.PairwiseDistance.md
@@ -1,6 +1,5 @@
## [ 仅参数名不一致 ]torch.nn.PairwiseDistance
### [torch.nn.PairwiseDistance](https://pytorch.org/docs/stable/generated/torch.nn.PairwiseDistance.html?highlight=nn+pairwisedistance#torch.nn.PairwiseDistance)
-
```python
torch.nn.PairwiseDistance(p=2.0,
eps=1e-06,
@@ -8,7 +7,6 @@ torch.nn.PairwiseDistance(p=2.0,
```
### [paddle.nn.PairwiseDistance](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PairwiseDistance_cn.html#pairwisedistance)
-
```python
paddle.nn.PairwiseDistance(p=2.,
epsilon=1e-6,
@@ -19,7 +17,6 @@ paddle.nn.PairwiseDistance(p=2.,
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 |
| ------------- | ------------ | ------------------------------------------------------ |
| p | p | 指定 p 阶的范数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.ParameterDict.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.ParameterDict.md
index 763624ea887..c1fbe0db88d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.ParameterDict.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.ParameterDict.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.ParameterDict
-
### [torch.nn.ParameterDict](https://pytorch.org/docs/stable/generated/torch.nn.ParameterList.html?highlight=nn+parameterlist#torch.nn.ParameterDict)
-
```python
torch.nn.ParameterDict(values=None)
```
### [paddle.nn.ParameterDict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ParameterDict_cn.html#parameterdict)
-
```python
paddle.nn.ParameterDict(parameters=None)
```
@@ -16,7 +13,6 @@ paddle.nn.ParameterDict(parameters=None)
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------- |
| values | parameters | 可迭代的 Parameters，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.ParameterList.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.ParameterList.md
index 63696e098cd..5c0e845c0dc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.ParameterList.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.ParameterList.md
@@ -1,12 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.ParameterList
### [torch.nn.ParameterList](https://pytorch.org/docs/stable/generated/torch.nn.ParameterList.html?highlight=nn+parameterlist#torch.nn.ParameterList)
-
```python
torch.nn.ParameterList(values=None)
```
### [paddle.nn.ParameterList](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ParameterList_cn.html#parameterlist)
-
```python
paddle.nn.ParameterList(parameters=None)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Softmax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Softmax.md
index c2f1e199169..b8cadb14753 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Softmax.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Softmax.md
@@ -1,12 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.Softmax
### [torch.nn.Softmax](https://pytorch.org/docs/stable/generated/torch.nn.Softmax.html?highlight=nn+softmax#torch.nn.Softmax)
-
```python
torch.nn.Softmax(dim=None)
```
### [paddle.nn.Softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softmax_cn.html#softmax)
-
```python
paddle.nn.Softmax(axis=- 1,
name=None)
@@ -14,7 +12,6 @@ paddle.nn.Softmax(axis=- 1,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| dim | axis | 指定对输入 Tensor 进行运算的轴，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Softshrink.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Softshrink.md
index 28bf71cd5ee..ba1292259c4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Softshrink.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Softshrink.md
@@ -1,12 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.Softshrink
### [torch.nn.Softshrink](https://pytorch.org/docs/stable/generated/torch.nn.Softshrink.html?highlight=nn+softshrink#torch.nn.Softshrink)
-
```python
torch.nn.Softshrink(lambd=0.5)
```
### [paddle.nn.Softshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softshrink_cn.html#softshrink)
-
```python
paddle.nn.Softshrink(threshold=0.5,
name=None)
@@ -14,7 +12,6 @@ paddle.nn.Softshrink(threshold=0.5,
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 |
| ------------- | ------------ | ------------------------------------------------------ |
| lambd | threshold | Softshrink 激活计算公式中的阈值，必须大于等于零，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Unflatten.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Unflatten.md
index 9ae6319af6a..16feab99c6f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Unflatten.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Unflatten.md
@@ -1,19 +1,16 @@
## [ 仅参数名不一致 ]torch.nn.Unflatten
### [torch.nn.Unflatten](https://pytorch.org/docs/stable/generated/torch.nn.Unflatten.html?highlight=torch+nn+unflatten#torch.nn.Unflatten)
-
```python
torch.nn.Unflatten(dim, unflattened_size)
```
### [paddle.nn.Unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Unflatten_cn.html#unflatten)
-
```python
paddle.nn.Unflatten(axis, shape, name=None)
```
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| dim | axis | 指定对输入 Tensor 进行运算的轴，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Unfold.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Unfold.md
index c23ad69a298..a06842d05d1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Unfold.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.Unfold.md
@@ -1,6 +1,5 @@
## [ 仅参数名不一致 ]torch.nn.Unfold
### [torch.nn.Unfold](https://pytorch.org/docs/stable/generated/torch.nn.Unfold.html?highlight=nn+unfold#torch.nn.Unfold)
-
```python
torch.nn.Unfold(kernel_size,
dilation=1,
@@ -9,7 +8,6 @@ torch.nn.Unfold(kernel_size,
```
### [paddle.nn.Unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Unfold_cn.html#unfold)
-
```python
paddle.nn.Unfold(kernel_sizes=[3, 3],
strides=1,
@@ -21,19 +19,9 @@ paddle.nn.Unfold(kernel_sizes=[3, 3],
其中功能一致, 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| kernel_size | kernel_sizes | 卷积核的尺寸。 |
| dilation | dilations | 卷积膨胀。 |
| padding | paddings | 每个维度的扩展，仅参数名不一致。 |
| stride | strides | 卷积步长，仅参数名不一致。 |
-
-### 转写示例
-``` python
-# PyTorch 写法：
-unfold = nn.Unfold(kernel_size=(2, 3))
-
-# Paddle 写法
-unfold = nn.Unfold(kernel_sizes=[2, 3])
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_avg_pool1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_avg_pool1d.md
index 591e548083d..dcd292dbcb1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_avg_pool1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_avg_pool1d.md
@@ -1,20 +1,16 @@
## [ 仅参数名不一致 ]torch.nn.functional.adaptive_avg_pool1d
-
### [torch.nn.functional.adaptive_avg_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_avg_pool1d.html?highlight=adaptive_avg_pool1d#torch.nn.functional.adaptive_avg_pool1d)
-
```python
torch.nn.functional.adaptive_avg_pool1d(input, output_size)
```
### [paddle.nn.functional.adaptive_avg_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool1d_cn.html)
-
```python
paddle.nn.functional.adaptive_avg_pool1d(x, output_size, name=None)
```
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_avg_pool2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_avg_pool2d.md
index e8061fac2de..4885a1e2d1a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_avg_pool2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_avg_pool2d.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.functional.adaptive_avg_pool2d
-
### [torch.nn.functional.adaptive_avg_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_avg_pool2d.html?highlight=adaptive_avg_pool2d#torch.nn.functional.adaptive_avg_pool2d)
-
```python
torch.nn.functional.adaptive_avg_pool2d(input, output_size)
```
### [paddle.nn.functional.adaptive_avg_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool2d_cn.html)
-
```python
paddle.nn.functional.adaptive_avg_pool2d(x,
output_size,
@@ -17,7 +14,6 @@ paddle.nn.functional.adaptive_avg_pool2d(x,
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_avg_pool3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_avg_pool3d.md
index 16419fd9b23..075b437c0ef 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_avg_pool3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_avg_pool3d.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.functional.adaptive_avg_pool3d
-
### [torch.nn.functional.adaptive_avg_pool3d](https://pytorch.org/docs/stable/generated/torch.ao.nn.quantized.functional.adaptive_avg_pool3d.html?highlight=adaptive_avg_pool3d#torch.ao.nn.quantized.functional.adaptive_avg_pool3d)
-
```python
torch.nn.functional.adaptive_avg_pool3d(input, output_size)
```
### [paddle.nn.functional.adaptive_avg_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_avg_pool3d_cn.html)
-
```python
paddle.nn.functional.adaptive_avg_pool3d(x,
output_size,
@@ -18,7 +15,6 @@ paddle.nn.functional.adaptive_avg_pool3d(x,
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_max_pool1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_max_pool1d.md
index 40cccf68416..d6a74932a66 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_max_pool1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_max_pool1d.md
@@ -1,7 +1,5 @@
## [ 仅参数名不一致 ]torch.nn.functional.adaptive_max_pool1d
-
### [torch.nn.functional.adaptive_max_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool1d.html?highlight=torch+nn+functional+adaptive_max_pool1d#torch.nn.functional.adaptive_max_pool1d)
-
```python
torch.nn.functional.adaptive_max_pool1d(input,
output_size,
@@ -9,7 +7,6 @@ torch.nn.functional.adaptive_max_pool1d(input,
```
### [paddle.nn.functional.adaptive_max_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool1d_cn.html#adaptive-max-pool1d)
-
```python
paddle.nn.functional.adaptive_max_pool1d(x,
output_size,
@@ -20,7 +17,6 @@ paddle.nn.functional.adaptive_max_pool1d(x,
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_max_pool2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_max_pool2d.md
index 1171902520a..efffaf55f09 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_max_pool2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_max_pool2d.md
@@ -1,7 +1,5 @@
## [ 仅参数名不一致 ]torch.nn.functional.adaptive_max_pool2d
-
### [torch.nn.functional.adaptive_max_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool2d.html?highlight=adaptive_max_pool2d#torch.nn.functional.adaptive_max_pool2d)
-
```python
torch.nn.functional.adaptive_max_pool2d(input,
output_size,
@@ -9,7 +7,6 @@ torch.nn.functional.adaptive_max_pool2d(input,
```
### [paddle.nn.functional.adaptive_max_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool2d_cn.html)
-
```python
paddle.nn.functional.adaptive_max_pool2d(x,
output_size,
@@ -19,7 +16,6 @@ paddle.nn.functional.adaptive_max_pool2d(x,
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_max_pool3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_max_pool3d.md
index dbd6a7a690c..349ba68edb9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_max_pool3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.adaptive_max_pool3d.md
@@ -1,7 +1,5 @@
## [ 仅参数名不一致 ]torch.nn.functional.adaptive_max_pool3d
-
### [torch.nn.functional.adaptive_max_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.adaptive_max_pool3d.html?highlight=adaptive_max_pool3d#torch.nn.functional.adaptive_max_pool3d)
-
```python
torch.nn.functional.adaptive_max_pool3d(input,
output_size,
@@ -9,7 +7,6 @@ torch.nn.functional.adaptive_max_pool3d(input,
```
### [paddle.nn.functional.adaptive_max_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/adaptive_max_pool3d_cn.html)
-
```python
paddle.nn.functional.adaptive_max_pool3d(x,
output_size,
@@ -19,7 +16,6 @@ paddle.nn.functional.adaptive_max_pool3d(x,
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.affine_grid.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.affine_grid.md
index a42b3879704..05a9e302ff9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.affine_grid.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.affine_grid.md
@@ -1,7 +1,5 @@
-## [ 仅参数名不一致 ] torch.nn.functional.affine_grid
-
+## [ 仅参数名不一致 ]torch.nn.functional.affine_grid
### [torch.nn.functional.affine_grid](https://pytorch.org/docs/stable/generated/torch.nn.functional.affine_grid.html?highlight=affine_grid#torch.nn.functional.affine_grid)
-
```python
torch.nn.functional.affine_grid(theta,
size,
@@ -9,7 +7,6 @@ torch.nn.functional.affine_grid(theta,
```
### [paddle.nn.functional.affine_grid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/affine_grid_cn.html)
-
```python
paddle.nn.functional.affine_grid(theta,
out_shape,
@@ -19,7 +16,6 @@ paddle.nn.functional.affine_grid(theta,
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| theta | theta | 指定仿射变换矩阵 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.cosine_similarity.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.cosine_similarity.md
index ec1010215c3..ffe53207fc5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.cosine_similarity.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.cosine_similarity.md
@@ -1,7 +1,5 @@
## [ 仅参数名不一致 ]torch.nn.functional.cosine_similarity
-
### [torch.nn.functional.cosine_similarity](https://pytorch.org/docs/stable/generated/torch.nn.functional.cosine_similarity.html?highlight=cosine#torch.nn.functional.cosine_similarity)
-
```python
torch.nn.functional.cosine_similarity(x1,
x2,
@@ -12,7 +10,6 @@ torch.nn.functional.cosine_similarity(x1,
```
### [paddle.nn.functional.cosine_similarity](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cosine_similarity_cn.html)
-
```python
paddle.nn.functional.cosine_similarity(x1,
x2,
@@ -22,7 +19,6 @@ paddle.nn.functional.cosine_similarity(x1,
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| x1 | x1 | 表示第一个输入的 Tensor 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.elu_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.elu_.md
index 314c5879b71..245c19ef960 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.elu_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.elu_.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.functional.elu_
-
### [torch.nn.functional.elu_](https://www.paddlepaddle.org.cn/documentation/docs/stable/api/paddle/nn/functional/elu__cn.html)
-
```python
torch.nn.functional.elu_(input, alpha=1.0)
```
### [paddle.nn.functional.elu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu__cn.html)
-
```python
paddle.nn.functional.elu_(x, alpha=1.0, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.elu_(x, alpha=1.0, name=None)
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.fold.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.fold.md
index 4690903b8fc..f4d15dfd779 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.fold.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.fold.md
@@ -1,7 +1,5 @@
## [ 仅参数名不一致 ]torch.nn.functional.fold
-
### [torch.nn.functional.fold](https://pytorch.org/docs/stable/generated/torch.nn.functional.fold.html?highlight=functional+fold#torch.nn.functional.fold)
-
```python
torch.nn.functional.fold(input,
output_size,
@@ -12,7 +10,6 @@ torch.nn.functional.fold(input,
```
### [paddle.nn.functional.fold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fold_cn.html)
-
```python
paddle.nn.functional.fold(x,
output_sizes,
@@ -25,7 +22,6 @@ paddle.nn.functional.fold(x,
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.gaussian_nll_loss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.gaussian_nll_loss.md
index 53c6974fba0..a626f9cb3b9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.gaussian_nll_loss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.gaussian_nll_loss.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.nn.functional.gaussian_nll_loss
-
+## [ 仅参数名不一致 ]torch.nn.functional.gaussian_nll_loss
### [torch.nn.functional.gaussian_nll_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.gaussian_nll_loss.html#torch.nn.functional.gaussian_nll_loss)
-
```python
torch.nn.functional.gaussian_nll_loss(input, target, var, full=False, eps=1e-06, reduction='mean')
```
### [paddle.nn.functional.gaussian_nll_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gaussian_nll_loss_cn.html#gaussian-nll-loss)
-
```python
paddle.nn.functional.gaussian_nll_loss(input, label, variance, full=False, epsilon=1e-6, reduction='mean', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.gaussian_nll_loss(input, label, variance, full=False, epsil
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| --------- | ------------ | ----------------------------------------------------------------- |
| input | input | 输入 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.glu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.glu.md
index 553e65baa75..bdc5e11b0d0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.glu.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.glu.md
@@ -1,20 +1,16 @@
## [ 仅参数名不一致 ]torch.nn.functional.glu
-
### [torch.nn.functional.glu](https://pytorch.org/docs/stable/generated/torch.nn.functional.glu.html?highlight=glu#torch.nn.functional.glu)
-
```python
torch.nn.functional.glu(input, dim=- 1)
```
### [paddle.nn.functional.glu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/glu_cn.html)
-
```python
paddle.nn.functional.glu(x, axis=- 1, name=None)
```
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.grid_sample.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.grid_sample.md
index 2eab8453def..1a311b27432 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.grid_sample.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.grid_sample.md
@@ -1,7 +1,5 @@
-## [ 仅参数名不一致 ] torch.nn.functional.grid_sample
-
+## [ 仅参数名不一致 ]torch.nn.functional.grid_sample
### [torch.nn.functional.grid_sample](https://pytorch.org/docs/stable/generated/torch.nn.functional.grid_sample.html?highlight=grid_sample#torch.nn.functional.grid_sample)
-
```python
torch.nn.functional.grid_sample(input,
grid,
@@ -11,7 +9,6 @@ torch.nn.functional.grid_sample(input,
```
### [paddle.nn.functional.grid_sample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/grid_sample_cn.html)
-
```python
paddle.nn.functional.grid_sample(x,
grid,
@@ -23,7 +20,6 @@ paddle.nn.functional.grid_sample(x,
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.hardshrink.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.hardshrink.md
index 433bbc696ba..8737e578009 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.hardshrink.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.hardshrink.md
@@ -1,14 +1,11 @@
## [ 仅参数名不一致 ]torch.nn.functional.hardshrink
-
### [torch.nn.functional.hardshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardshrink.html?highlight=hardshrink#torch.nn.functional.hardshrink)
-
```python
torch.nn.functional.hardshrink(input,
lambd=0.5)
```
### [paddle.nn.functional.hardshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardshrink_cn.html)
-
```python
paddle.nn.functional.hardshrink(x,
threshold=0.5,
@@ -17,7 +14,6 @@ paddle.nn.functional.hardshrink(x,
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.hardtanh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.hardtanh_.md
index 60c5afea788..6361bf9968f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.hardtanh_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.hardtanh_.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.functional.hardtanh_
-
### [torch.nn.functional.hardtanh_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods)
-
```python
torch.nn.functional.hardtanh_(input, min_val=-1, max_val=1)
```
### [paddle.nn.functional.hardtanh_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardtanh_cn.html)
-
```python
paddle.nn.functional.hardtanh_(x, min=-1.0, max=1.0)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.hardtanh_(x, min=-1.0, max=1.0)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.huber_loss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.huber_loss.md
index d44889a10be..3b3c869a45b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.huber_loss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.huber_loss.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.nn.functional.huber_loss
-
+## [ 仅参数名不一致 ]torch.nn.functional.huber_loss
### [torch.nn.functional.huber_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.huber_loss.html#torch.nn.functional.huber_loss)
-
```python
torch.nn.functional.huber_loss(input, target, reduction='mean', delta=1.0)
```
### [paddle.nn.functional.smooth_l1_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/smooth_l1_loss_cn.html)
-
```python
paddle.nn.functional.smooth_l1_loss(input, label, reduction='mean', delta=1.0, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.smooth_l1_loss(input, label, reduction='mean', delta=1.0, n
功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| --------- | ------------ | ----------------------------------------- |
| input | input | 输入 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.leaky_relu_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.leaky_relu_.md
index 9bccbe95da2..b239a27bbaf 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.leaky_relu_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.leaky_relu_.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.nn.functional.leaky_relu_
-
+## [ 仅参数名不一致 ]torch.nn.functional.leaky_relu_
### [torch.nn.functional.leaky_relu_](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-tensor-methods)
-
```python
torch.nn.functional.leaky_relu_(input, negative_slope=0.01)
```
### [paddle.nn.functional.leaky_relu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/leaky_relu_cn.html)
-
```python
paddle.nn.functional.leaky_relu_(x, negative_slope=0.01)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.leaky_relu_(x, negative_slope=0.01)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------------- | -------------- | --------------------------------------------------------------------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.local_response_norm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.local_response_norm.md
index d85cb1034da..439b6c08e60 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.local_response_norm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.local_response_norm.md
@@ -1,7 +1,5 @@
## [ 仅参数名不一致 ]torch.nn.functional.local_response_norm
-
### [torch.nn.functional.local_response_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.local_response_norm.html?highlight=local_response_norm#torch.nn.functional.local_response_norm)
-
```python
torch.nn.functional.local_response_norm(input,
size,
@@ -11,7 +9,6 @@ torch.nn.functional.local_response_norm(input,
```
### [paddle.nn.functional.local_response_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/local_response_norm_cn.html)
-
```python
paddle.nn.functional.local_response_norm(x,
size,
@@ -24,7 +21,6 @@ paddle.nn.functional.local_response_norm(x,
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.log_sigmoid.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.log_sigmoid.md
index 2e54f69452b..703502b0a43 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.log_sigmoid.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.log_sigmoid.md
@@ -1,20 +1,16 @@
## [ 仅参数名不一致 ]torch.nn.functional.logsigmoid
-
### [torch.nn.functional.logsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.logsigmoid.html?highlight=logsigmoid#torch.nn.functional.logsigmoid)
-
```python
torch.nn.functional.logsigmoid(input)
```
### [paddle.nn.functional.log_sigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/log_sigmoid_cn.html)
-
```python
paddle.nn.functional.log_sigmoid(x, name=None)
```
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.pairwise_distance.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.pairwise_distance.md
index 22fe3877572..b3d48d0ab3a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.pairwise_distance.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.pairwise_distance.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.functional.pairwise_distance
-
### [torch.nn.functional.pairwise\_distance](https://pytorch.org/docs/stable/generated/torch.nn.functional.pairwise_distance.html)
-
```python
torch.nn.functional.pairwise_distance(x1, x2, p=2.0, eps=1e-6, keepdim=False)
```
### [paddle.nn.functional.pairwise\_distance](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/pairwise_distance_cn.html#pairwise-distance)
-
```python
paddle.nn.functional.pairwise_distance(x, y, p=2., epsilon=1e-6, keepdim=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.pairwise_distance(x, y, p=2., epsilon=1e-6, keepdim=False,
其中 PyTorch 和 Paddle 功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -- |
| x1 | x | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.pdist.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.pdist.md
index 2cb27148786..502c68aea02 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.pdist.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.pdist.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.nn.functional.pdist
-
+## [ 仅参数名不一致 ]torch.nn.functional.pdist
### [torch.nn.functional.pdist](https://pytorch.org/docs/stable/generated/torch.nn.functional.pdist.html#torch.nn.functional.pdist)
-
```python
torch.nn.functional.pdist(input, p=2)
```
### [paddle.pdist](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/pdist_cn.html)
-
```python
paddle.pdist(x, p=2.0)
```
@@ -15,7 +12,6 @@ paddle.pdist(x, p=2.0)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.relu6.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.relu6.md
index 3185eaef88e..8fa301f78d1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.relu6.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.relu6.md
@@ -1,20 +1,16 @@
## [ 仅参数名不一致 ]torch.nn.functional.relu6
-
### [torch.nn.functional.relu6](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu6.html?highlight=relu6#torch.nn.functional.relu6)
-
```python
torch.nn.functional.relu6(input, inplace=False)
```
### [paddle.nn.functional.relu6](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu6_cn.html)
-
```python
paddle.nn.functional.relu6(x, name=None)
```
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.relu_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.relu_.md
index 153f1b9eea4..a2d5e65b5b4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.relu_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.relu_.md
@@ -1,20 +1,16 @@
## [ 仅参数名不一致 ]torch.nn.functional.relu_
-
### [torch.nn.functional.relu_](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu_.html?highlight=relu_#torch.nn.functional.relu_)
-
```python
torch.nn.functional.relu_(input)
```
### [paddle.nn.functional.relu_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu__cn.html)
-
```python
paddle.nn.functional.relu_(x, name=None)
```
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.softplus.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.softplus.md
index 784e9453eca..67e59c51344 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.softplus.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.softplus.md
@@ -1,7 +1,5 @@
## [ 仅参数名不一致 ]torch.nn.functional.softplus
-
### [torch.nn.functional.softplus](https://pytorch.org/docs/stable/generated/torch.nn.functional.softplus.html?highlight=softplus#torch.nn.functional.softplus)
-
```python
torch.nn.functional.softplus(input,
beta=1,
@@ -9,7 +7,6 @@ torch.nn.functional.softplus(input,
```
### [paddle.nn.functional.softplus](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softplus_cn.html)
-
```python
paddle.nn.functional.softplus(x,
beta=1,
@@ -19,7 +16,6 @@ paddle.nn.functional.softplus(x,
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示 Softplus 激活计算公式中的 beta 值 ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.softshrink.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.softshrink.md
index 583beb56e99..e7fd3a507fe 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.softshrink.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.softshrink.md
@@ -1,14 +1,11 @@
## [ 仅参数名不一致 ]torch.nn.functional.softshrink
-
### [torch.nn.functional.softshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.softshrink.html?highlight=softshrink#torch.nn.functional.softshrink)
-
```python
torch.nn.functional.softshrink(input,
lambd=0.5)
```
### [paddle.nn.functional.softshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softshrink_cn.html)
-
```python
paddle.nn.functional.softshrink(x,
threshold=0.5,
@@ -17,7 +14,6 @@ paddle.nn.functional.softshrink(x,
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.softsign.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.softsign.md
index 26e3052ad69..27593d9b20d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.softsign.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.softsign.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.functional.softsign
-
### [torch.nn.functional.softsign](https://pytorch.org/docs/stable/generated/torch.nn.functional.softsign.html?highlight=softsign#torch.nn.functional.softsign)
-
```python
torch.nn.functional.softsign(input)
```
### [paddle.nn.functional.softsign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softsign_cn.html)
-
```python
paddle.nn.functional.softsign(x,
name=None)
@@ -15,7 +12,6 @@ paddle.nn.functional.softsign(x,
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.tanh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.tanh.md
index ddb30ea1cca..9727149fa52 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.tanh.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.tanh.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.functional.tanh
-
### [torch.nn.functional.tanh](https://pytorch.org/docs/stable/generated/torch.nn.functional.tanh.html)
-
```python
torch.nn.functional.tanh(input)
```
### [paddle.nn.functional.tanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tanh_cn.html#tanh)
-
```python
paddle.nn.functional.tanh(x)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.tanh(x)
其中 PyTorch 和 Paddle 功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -- |
| input | x | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.tanhshrink.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.tanhshrink.md
index 27b54b0c2a7..244812c3177 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.tanhshrink.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.tanhshrink.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.functional.tanhshrink
-
### [torch.nn.functional.tanhshrink](https://pytorch.org/docs/stable/generated/torch.nn.functional.tanhshrink.html?highlight=tanhshri#torch.nn.functional.tanhshrink)
-
```python
torch.nn.functional.tanhshrink(input)
```
### [paddle.nn.functional.tanhshrink](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/tanhshrink_cn.html)
-
```python
paddle.nn.functional.tanhshrink(x,
name=None)
@@ -15,7 +12,6 @@ paddle.nn.functional.tanhshrink(x,
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.triplet_margin_with_distance_loss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.triplet_margin_with_distance_loss.md
index c5ef362acd3..aa6bd0f81cd 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.triplet_margin_with_distance_loss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.triplet_margin_with_distance_loss.md
@@ -1,7 +1,5 @@
-## [ 仅参数名不一致 ] torch.nn.functional.triplet_margin_with_distance_loss
-
+## [ 仅参数名不一致 ]torch.nn.functional.triplet_margin_with_distance_loss
### [torch.nn.functional.triplet_margin_with_distance_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.triplet_margin_with_distance_loss.html?highlight=triplet_margin_with_distance_loss#torch.nn.functional.triplet_margin_with_distance_loss)
-
```python
torch.nn.functional.triplet_margin_with_distance_loss(anchor,
positive,
@@ -13,7 +11,6 @@ torch.nn.functional.triplet_margin_with_distance_loss(anchor,
```
### [paddle.nn.functional.triplet_margin_with_distance_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/triplet_margin_with_distance_loss_cn.html)
-
```python
paddle.nn.functional.triplet_margin_with_distance_loss(input,
positive,
@@ -27,7 +24,6 @@ paddle.nn.functional.triplet_margin_with_distance_loss(input,
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| anchor | input | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.unfold.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.unfold.md
index 7f28e37f1a7..76f0aef6a3d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.unfold.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.functional.unfold.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.nn.functional.unfold
-
+## [ 仅参数名不一致 ]torch.nn.functional.unfold
### [torch.nn.functional.unfold](https://pytorch.org/docs/stable/generated/torch.nn.functional.unfold.html#torch.nn.functional.unfold)
-
```python
torch.nn.functional.unfold(input, kernel_size, dilation=1, padding=0, stride=1)
```
### [paddle.nn.functional.unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/unfold_cn.html)
-
```python
paddle.nn.functional.unfold(x, kernel_sizes, strides=1, paddings=0, dilations=1, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.unfold(x, kernel_sizes, strides=1, paddings=0, dilations=1,
其中功能一致, 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------- | ------------ | --------------------------------- |
| input | x | 输入 4-D Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.parametrizations.weight_norm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.parametrizations.weight_norm.md
index d48bd2bf5a7..fdf813eaf55 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.parametrizations.weight_norm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.parametrizations.weight_norm.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.nn.utils.parametrizations.weight_norm
-
### [torch.nn.utils.parametrizations.weight_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.parametrizations.weight_norm.html)
-
```python
torch.nn.utils.parametrizations.weight_norm(module, name='weight', dim=0)
```
### [paddle.nn.utils.weight_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/weight_norm_cn.html#weight-norm)
-
```python
paddle.nn.utils.weight_norm(layer, name='weight', dim=0)
```
@@ -15,7 +12,6 @@ paddle.nn.utils.weight_norm(layer, name='weight', dim=0)
其中，PyTorch 和 Paddle 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| module | layer | 要添加权重归一化的层，仅参数名不一致。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.remove_weight_norm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.remove_weight_norm.md
index f072155dfce..0614e702ca3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.remove_weight_norm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.remove_weight_norm.md
@@ -1,20 +1,17 @@
## [ 仅参数名不一致 ]torch.nn.utils.remove_weight_norm
### [torch.nn.utils.remove_weight_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.remove_weight_norm.html?highlight=nn+utils+remove_weight_norm#torch.nn.utils.remove_weight_norm)
-
```python
torch.nn.utils.remove_weight_norm(module,
name='weight')
```
### [paddle.nn.utils.remove_weight_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/remove_weight_norm_cn.html#remove-weight-norm)
-
```python
paddle.nn.utils.remove_weight_norm(layer,
name='weight')
```
两者功能一致，参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| module | layer | 要添加权重归一化的层，参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.spectral_norm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.spectral_norm.md
index 8fe5d7bc42a..eedcdcfd25d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.spectral_norm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.spectral_norm.md
@@ -1,6 +1,5 @@
## [ 仅参数名不一致 ]torch.nn.utils.spectral_norm
### [torch.nn.utils.spectral_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.spectral_norm.html?highlight=nn+utils+spectral_norm#torch.nn.utils.spectral_norm)
-
```python
torch.nn.utils.spectral_norm(module,
name='weight',
@@ -10,7 +9,6 @@ torch.nn.utils.spectral_norm(module,
```
### [paddle.nn.utils.spectral_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/spectral_norm_cn.html#spectral-norm)
-
```python
paddle.nn.utils.spectral_norm(layer,
name='weight',
@@ -20,7 +18,6 @@ paddle.nn.utils.spectral_norm(layer,
```
两者功能一致，参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| module | layer | 要添加权重谱归一化的层，参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.weight_norm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.weight_norm.md
index 16bf324a62c..a2b39c9e217 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.weight_norm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.nn.utils.weight_norm.md
@@ -1,6 +1,5 @@
## [ 仅参数名不一致 ]torch.nn.utils.weight_norm
### [torch.nn.utils.weight_norm](https://pytorch.org/docs/stable/generated/torch.nn.utils.weight_norm.html?highlight=nn+utils+weight_norm#torch.nn.utils.weight_norm)
-
```python
torch.nn.utils.weight_norm(module,
name='weight',
@@ -8,7 +7,6 @@ torch.nn.utils.weight_norm(module,
```
### [paddle.nn.utils.weight_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/weight_norm_cn.html#weight-norm)
-
```python
paddle.nn.utils.weight_norm(layer,
name='weight',
@@ -16,7 +14,6 @@ paddle.nn.utils.weight_norm(layer,
```
两者功能一致，参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| module | layer | 要添加权重归一化的层，参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.pca_lowrank.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.pca_lowrank.md
index fcc81b4c7ec..fa8c94b0625 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.pca_lowrank.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.pca_lowrank.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.pca_lowrank
-
+## [ 仅参数名不一致 ]torch.pca_lowrank
### [torch.pca_lowrank](https://pytorch.org/docs/stable/generated/torch.pca_lowrank.html#torch.pca_lowrank)
-
```python
torch.pca_lowrank(A, q=None, center=True, niter=2)
```
### [paddle.linalg.pca_lowrank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pca_lowrank_cn.html)
-
```python
paddle.linalg.pca_lowrank(x, q=None, center=True, niter=2, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.pca_lowrank(x, q=None, center=True, niter=2, name=None)
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------------------------------------------------------- |
| A | x | 输入的需要进行线性主成分分析的一个或一批方阵，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.pinverse.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.pinverse.md
index 473b63e3c44..9d36a72cd63 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.pinverse.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.pinverse.md
@@ -1,13 +1,11 @@
## [ 仅参数名不一致 ]torch.pinverse
### [torch.pinverse](https://pytorch.org/docs/stable/generated/torch.pinverse.html?highlight=pinverse#torch.pinverse)
-
```python
torch.pinverse(input,
rcond=1e-15)
```
### [paddle.linalg.pinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pinv_cn.html#pinv)
-
```python
paddle.linalg.pinv(x,
rcond=1e-15,
@@ -17,7 +15,6 @@ paddle.linalg.pinv(x,
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.positive.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.positive.md
index ff75e715fe3..b10814f0d87 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.positive.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.positive.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.positive
-
### [torch.positive](https://pytorch.org/docs/stable/generated/torch.positive.html#torch-positive)
-
```python
torch.positive(input)
```
### [paddle.positive](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/positive_cn.html#positive)
-
```python
paddle.positive(x)
```
@@ -15,7 +12,6 @@ paddle.positive(x)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.profiler.schedule.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.profiler.schedule.md
index a93d15c8dd3..7e153d3e7a0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.profiler.schedule.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.profiler.schedule.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.profiler.schedule
-
+## [ 仅参数名不一致 ]torch.profiler.schedule
### [torch.profiler.schedule](https://pytorch.org/docs/stable/profiler.html#torch.profiler.schedule)
-
```python
torch.profiler.schedule(*, wait, warmup, active, repeat=0, skip_first=0)
```
### [paddle.profiler.make_scheduler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/make_scheduler_cn.html)
-
```python
paddle.profiler.make_scheduler(*, closed, ready, record, repeat=0, skip_first=0)
```
@@ -15,7 +12,6 @@ paddle.profiler.make_scheduler(*, closed, ready, record, repeat=0, skip_first=0)
两者功能一致，参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------ | ------------------------------------------------------------------- |
| wait | closed | 处于 wait/ProfilerState.CLOSED 状态的 step 数量，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.real.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.real.md
index 5389f88543f..b237c561d2e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.real.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.real.md
@@ -1,19 +1,16 @@
## [ 仅参数名不一致 ]torch.real
### [torch.real](https://pytorch.org/docs/stable/generated/torch.real.html?highlight=real#torch.real)
-
```python
torch.real(input)
```
### [paddle.real](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/real_cn.html#real)
-
```python
paddle.real(x)
```
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor ， 仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.relu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.relu.md
index 82cbd174c86..c659a53d6dd 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.relu.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.relu.md
@@ -1,20 +1,16 @@
## [ 仅参数名不一致 ]torch.relu
-
### [torch.relu]()
-
```python
torch.relu(input)
```
### [paddle.nn.functional.relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu_cn.html#relu)
-
```python
paddle.nn.functional.relu(x, name=None)
```
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.rot90.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.rot90.md
index f146c1a2c56..dfa345c4218 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.rot90.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.rot90.md
@@ -1,5 +1,4 @@
-## [仅参数名不一致]torch.rot90
-
+## [ 仅参数名不一致 ]torch.rot90
### [torch.rot90](https://pytorch.org/docs/stable/generated/torch.rot90.html?highlight=torch+rot90#torch.rot90)
```python
torch.rot90(input,
@@ -8,7 +7,6 @@ torch.rot90(input,
```
### [paddle.rot90](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rot90_cn.html#rot90)
-
```python
paddle.rot90(x,
k=1,
@@ -18,7 +16,6 @@ paddle.rot90(x,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.row_stack.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.row_stack.md
index dc9497a88fc..adbebf0ab8a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.row_stack.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.row_stack.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.row_stack
-
### [torch.row_stack](https://pytorch.org/docs/stable/generated/torch.row_stack.html#torch.row_stack)
-
```python
torch.row_stack(tensors, *, out=None)
```
### [paddle.row_stack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/row_stack_cn.html)
-
```python
paddle.row_stack(x, name=None)
```
@@ -15,7 +12,6 @@ paddle.row_stack(x, name=None)
其中 Paddle 相比 PyTorch 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| tensors | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.select_scatter.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.select_scatter.md
index 949b48ce947..a3f16645fab 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.select_scatter.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.select_scatter.md
@@ -1,13 +1,10 @@
-## [ 仅参数名不一致 ] torch.select_scatter
-
+## [ 仅参数名不一致 ]torch.select_scatter
### [torch.select_scatter](https://pytorch.org/docs/stable/generated/torch.select_scatter.html#torch-select-scatter)
-
```python
torch.select_scatter(input, src, dim, index)
```
### [paddle.select_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/select_scatter_cn.html)
-
```python
paddle.select_scatter(x, values, axis, index, name=None)
```
@@ -15,7 +12,6 @@ paddle.select_scatter(x, values, axis, index, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------------- |
| input | x | 输入张量，被嵌入的张量，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.sparse.addmm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.sparse.addmm.md
index c941c08896b..0aff1c1690e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.sparse.addmm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.sparse.addmm.md
@@ -1,14 +1,11 @@
-## [ 仅参数名不一致 ] torch.sparse.addmm
-
+## [ 仅参数名不一致 ]torch.sparse.addmm
### [torch.sparse.addmm](https://pytorch.org/docs/stable/generated/torch.sparse.addmm.html?highlight=addmm#torch.sparse.addmm)
-
```python
# PyTorch 文档有误，测试 PyTorch 第一个参数名为 input
torch.sparse.addmm(input, mat1, mat2, beta=1.0, alpha=1.0)
```
### [paddle.sparse.addmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/addmm_cn.html)
-
```python
paddle.sparse.addmm(input, x, y, beta=1.0, alpha=1.0, name=None)
```
@@ -16,7 +13,6 @@ paddle.sparse.addmm(input, x, y, beta=1.0, alpha=1.0, name=None)
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
|PyTorch | PaddlePaddle | 备注 |
|--------| ------------- | --------------------------------------------------------------------------------------|
|input | input| 输入 Tensor。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.sparse.mm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.sparse.mm.md
index ce485c9a6b8..31aca02042c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.sparse.mm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.sparse.mm.md
@@ -1,14 +1,11 @@
-## [ 仅参数名不一致 ] torch.sparse.mm
-
+## [ 仅参数名不一致 ]torch.sparse.mm
### [torch.sparse.mm](https://pytorch.org/docs/stable/generated/torch.sparse.mm.html?highlight=torch+sparse+mm#torch.sparse.mm)
-
```python
# PyTorch 文档有误，测试 PyTorch 参数名为 sparse, dense
torch.sparse.mm(sparse, dense)
```
### [paddle.sparse.matmul](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/matmul_cn.html)
-
```python
paddle.sparse.matmul(x, y, name=None)
```
@@ -16,7 +13,6 @@ paddle.sparse.matmul(x, y, name=None)
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------ |
| sparse | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.special.log_softmax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.special.log_softmax.md
index e85a5136d17..ee7ad1d97b2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.special.log_softmax.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.special.log_softmax.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.special.log_softmax
-
+## [ 仅参数名不一致 ]torch.special.log_softmax
### [torch.special.log_softmax](https://pytorch.org/docs/stable/special.html#torch.special.log_softmax)
-
```python
torch.special.log_softmax(input, dim, *, dtype=None)
```
### [paddle.nn.functional.log_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/log_softmax_cn.html)
-
```python
paddle.nn.functional.log_softmax(x, axis=- 1, dtype=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.log_softmax(x, axis=- 1, dtype=None, name=None)
其中功能一致, 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.squeeze.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.squeeze.md
index 136d10b5ec8..f9ef2f0a472 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.squeeze.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.squeeze.md
@@ -1,13 +1,11 @@
## [ 仅参数名不一致 ]torch.squeeze
### [torch.squeeze](https://pytorch.org/docs/stable/generated/torch.squeeze.html?highlight=squeeze#torch.squeeze)
-
```python
torch.squeeze(input,
dim=None)
```
### [paddle.squeeze](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/squeeze_cn.html#squeeze)
-
```python
paddle.squeeze(x,
axis=None,
@@ -16,7 +14,6 @@ paddle.squeeze(x,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.svd_lowrank.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.svd_lowrank.md
index 8835cda7b3b..edd4bd36973 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.svd_lowrank.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.svd_lowrank.md
@@ -1,13 +1,10 @@
-## [ 仅参数名不一致 ] torch.svd_lowrank
-
+## [ 仅参数名不一致 ]torch.svd_lowrank
### [torch.svd_lowrank](https://pytorch.org/docs/stable/generated/torch.svd_lowrank.html?highlight=torch+svd_lowrank#torch.svd_lowrank)
-
```python
torch.svd_lowrank(A, q=6, niter=2, M=None)
```
### [paddle.linalg.svd_lowrank](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_lowrank_cn.html)
-
```python
paddle.linalg.svd_lowrank(x, q=None, niter=2, M=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.svd_lowrank(x, q=None, niter=2, M=None, name=None)
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| A | x | 表示输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.take.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.take.md
index 6f46e216fa2..a86e339598b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.take.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.take.md
@@ -1,19 +1,16 @@
## [ 仅参数名不一致 ]torch.take
### [torch.take](https://pytorch.org/docs/stable/generated/torch.take.html?highlight=torch+take#torch.take)
-
```python
torch.take(input, index)
```
### [paddle.take](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/take_cn.html#take)
-
```python
paddle.take(x, index, mode='raise', name=None)
```
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.tan.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.tan.md
index 4f6c08615bd..a6adfebe4e8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.tan.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.tan.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.tan
-
### [torch.tan](https://pytorch.org/docs/stable/generated/torch.tan.html)
-
```python
torch.tan(input, *, out=None)
```
### [paddle.tan](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/tan_cn.html#tan)
-
```python
paddle.tan(x, name=None)
```
@@ -15,20 +12,7 @@ paddle.tan(x, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -- |
| input | x | 输入 Tensor，仅参数名不一致。 |
| out | - | 表示输出的 Tensor ，Paddle 无此参数，需要转写。 |
-
-### 转写示例
-
-#### out
-
-```python
-# PyTorch
-torch.tan(x, out=y)
-
-# Paddle
-paddle.assign(paddle.tan(x), y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.tile.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.tile.md
index 371c27ba0ae..4c72670e62a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.tile.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.tile.md
@@ -1,13 +1,11 @@
## [ 仅参数名不一致 ]torch.tile
### [torch.tile](https://pytorch.org/docs/stable/generated/torch.tile.html?highlight=tile#torch.tile)
-
```python
torch.tile(input,
dims)
```
### [paddle.tile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tile_cn.html#tile)
-
```python
paddle.tile(x,
repeat_times,
@@ -16,7 +14,6 @@ paddle.tile(x,
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.trace.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.trace.md
index 62bdd95b779..cd03d3db9ea 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.trace.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.trace.md
@@ -1,11 +1,9 @@
## [ 仅参数名不一致 ]torch.trace
### [torch.trace](https://pytorch.org/docs/stable/generated/torch.trace.html?highlight=trace#torch.trace)
-
```python
torch.trace(input)
```
### [paddle.trace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trace_cn.html)
-
```python
paddle.trace(x,
offset=0,
@@ -16,7 +14,6 @@ paddle.trace(x,
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.trapezoid.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.trapezoid.md
index 3fdcded1ae0..0f00beb2592 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.trapezoid.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.trapezoid.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torch.trapezoid
-
+## [ 仅参数名不一致 ]torch.trapezoid
### [torch.trapezoid](https://pytorch.org/docs/stable/generated/torch.trapezoid.html#torch.trapezoid)
-
```python
torch.trapezoid(y, x=None, *, dx=None, dim=- 1)
```
### [paddle.trapezoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trapezoid_cn.html#trapezoid)
-
```python
paddle.trapezoid(y, x=None, dx=None, axis=- 1, name=None)
```
@@ -15,7 +12,6 @@ paddle.trapezoid(y, x=None, dx=None, axis=- 1, name=None)
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------- |
| y | y | 输入多维 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.unflatten.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.unflatten.md
index 21a3885c255..5bed30c8b7d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.unflatten.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.unflatten.md
@@ -1,13 +1,10 @@
-## [ 仅参数名不一致 ] torch.unflatten
-
+## [ 仅参数名不一致 ]torch.unflatten
### [torch.unflatten](https://pytorch.org/docs/stable/generated/torch.unflatten.html#torch.unflatten)
-
```python
torch.unflatten(input, dim, sizes)
```
### [paddle.unflatten](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unflatten_cn.html#unflatten)
-
```python
paddle.unflatten(x, axis, shape, name=None)
```
@@ -15,7 +12,6 @@ paddle.unflatten(x, axis, shape, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.utils.dlpack.from_dlpack.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.utils.dlpack.from_dlpack.md
index 6058d9b2dd8..13f0b159ad4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.utils.dlpack.from_dlpack.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.utils.dlpack.from_dlpack.md
@@ -1,19 +1,16 @@
## [ 仅参数名不一致 ]torch.utils.dlpack.from_dlpack
### [torch.utils.dlpack.from_dlpack](https://pytorch.org/docs/stable/dlpack.html?highlight=torch+utils+dlpack+from_dlpack#torch.utils.dlpack.from_dlpack)
-
```python
torch.utils.dlpack.from_dlpack(ext_tensor)
```
### [paddle.utils.dlpack.from_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/from_dlpack_cn.html)
-
```python
paddle.utils.dlpack.from_dlpack(dlpack)
```
两者功能一致，参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| ext_tensor | dlpack | DLPack，即带有 dltensor 的 PyCapsule 对象，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.utils.dlpack.to_dlpack.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.utils.dlpack.to_dlpack.md
index 70798832ea5..97a07d6f0a4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.utils.dlpack.to_dlpack.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.utils.dlpack.to_dlpack.md
@@ -1,19 +1,16 @@
## [ 仅参数名不一致 ]torch.utils.dlpack.to_dlpack
### [torch.utils.dlpack.to_dlpack](https://pytorch.org/docs/stable/dlpack.html?highlight=torch+utils+dlpack+to_dlpack#torch.utils.dlpack.to_dlpack)
-
```python
torch.utils.dlpack.to_dlpack(tensor)
```
### [paddle.utils.dlpack.to_dlpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/dlpack/to_dlpack_cn.html)
-
```python
paddle.utils.dlpack.to_dlpack(x)
```
两者功能一致，参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| tensor | x | Paddle Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.vander.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.vander.md
index e4cef2ccad3..08b608dedf2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.vander.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.vander.md
@@ -1,7 +1,5 @@
## [ 仅参数名不一致 ]torch.vander
-
### [torch.vander](https://pytorch.org/docs/stable/generated/torch.vander.html?highlight=vander#torch.vander)
-
```python
torch.vander(x,
N,
@@ -9,7 +7,6 @@ torch.vander(x,
```
### [paddle.vander](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vander_cn.html#vander)
-
```python
paddle.vander(x,
n,
@@ -19,7 +16,6 @@ paddle.vander(x,
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| x | x | 表示输入的 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.vsplit.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.vsplit.md
index 9ab05a0454c..ad07c24fba0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.vsplit.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.vsplit.md
@@ -2,6 +2,7 @@
api 存在重载情况，分别如下：
-------------------------------------------------------------------------------------------------
+
### [torch.vsplit](https://pytorch.org/docs/stable/generated/torch.vsplit.html#torch.vsplit)
```python
@@ -10,7 +11,6 @@ torch.vsplit(input,
```
### [paddle.vsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vsplit_cn.html)
-
```python
paddle.vsplit(x,
num_or_indices,
@@ -20,7 +20,6 @@ paddle.vsplit(x,
其中 Paddle 相比 PyTorch 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入多维 Tensor ，仅参数名不一致。 |
@@ -29,14 +28,12 @@ paddle.vsplit(x,
-------------------------------------------------------------------------------------------------
### [torch.vsplit](https://pytorch.org/docs/stable/generated/torch.vsplit.html#torch.vsplit)
-
```python
torch.vsplit(input,
indices)
```
### [paddle.vsplit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vsplit_cn.html)
-
```python
paddle.vsplit(x,
num_or_indices,
@@ -46,7 +43,6 @@ paddle.vsplit(x,
其中 Paddle 相比 PyTorch 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入多维 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.vstack.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.vstack.md
index c16c4582ed0..61f1543274d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.vstack.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torch.vstack.md
@@ -1,13 +1,10 @@
## [ 仅参数名不一致 ]torch.vstack
-
### [torch.vstack](https://pytorch.org/docs/stable/generated/torch.vstack.html#torch.vstack)
-
```python
torch.vstack(tensors, *, out=None)
```
### [paddle.vstack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vstack_cn.html)
-
```python
paddle.vstack(x, name=None)
```
@@ -15,7 +12,6 @@ paddle.vstack(x, name=None)
其中 Paddle 相比 PyTorch 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| tensors | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torchvision.io.read_file.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torchvision.io.read_file.md
index 82300c641c7..cd1ef8da06d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torchvision.io.read_file.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/torchvision.io.read_file.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]torchvision.io.read_file
-
+## [ 仅参数名不一致 ]torchvision.io.read_file
### [torchvision.io.read_file](https://pytorch.org/vision/main/generated/torchvision.io.read_file.html)
-
```python
torchvision.io.read_file(path)
```
### [paddle.vision.ops.read_file](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/read_file_cn.html#cn-api-paddle-vision-ops-read-file)
-
```python
paddle.vision.ops.read_file(filename, name=None)
```
@@ -15,7 +12,6 @@ paddle.vision.ops.read_file(filename, name=None)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ------------------ | -------------------- | ---------------------------------------------------------- |
| path | filename | 文件路径，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/transformers.StoppingCriteriaList.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/transformers.StoppingCriteriaList.md
index 10f3656df3a..a817b554308 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/transformers.StoppingCriteriaList.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/transformers.StoppingCriteriaList.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]transformers.StoppingCriteriaList
-
+## [ 仅参数名不一致 ]transformers.StoppingCriteriaList
### [transformers.StoppingCriteriaList](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/generation/stopping_criteria.py#L503)
-
```python
transformers.StoppingCriteriaList(input_ids: torch.LongTensor, scores: torch.FloatTensor, **kwargs)
```
### [paddlenlp.generation.StoppingCriteriaList](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/stopping_criteria.py#L72)
-
```python
paddlenlp.generation.StoppingCriteriaList(input_ids: paddle.Tensor, scores: paddle.Tensor, **kwargs)
```
@@ -15,7 +12,6 @@ paddlenlp.generation.StoppingCriteriaList(input_ids: paddle.Tensor, scores: padd
两者功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| transformers | PaddlePaddle | 备注 |
| ----------------- | ----------------- | --------------------------------------- |
| input_ids | input_ids | 输入(tokens) 的 id 组成的 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/transformers.generation.LogitsProcessor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/transformers.generation.LogitsProcessor.md
index 82210d4d3f9..ba072e3179b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/transformers.generation.LogitsProcessor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/args_name_diff/transformers.generation.LogitsProcessor.md
@@ -1,13 +1,10 @@
-## [仅参数名不一致]transformers.generation.LogitsProcessor
-
+## [ 仅参数名不一致 ]transformers.generation.LogitsProcessor
### [transformers.generation.LogitsProcessor](https://hf-mirror.com/docs/transformers/v4.42.0/en/internal/generation_utils#logitsprocessor)
-
```python
transformers.generation.LogitsProcessor(input_ids: torch.LongTensor, scores: torch.FloatTensor)
```
### [paddlenlp.generation.LogitsProcessor](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/logits_process.py#L26)
-
```python
paddlenlp.generation.LogitsProcessor(input_ids: paddle.Tensor, scores: paddle.Tensor)
```
@@ -15,7 +12,6 @@ paddlenlp.generation.LogitsProcessor(input_ids: paddle.Tensor, scores: paddle.Te
两者功能一致但参数名不一致，部分参数名不同，具体如
### 参数映射
-
| transformers | PaddlePaddle | 备注 |
| ----------------- | ----------------- | --------------------------------------- |
| input_ids | input_ids | 输入(tokens) 的 id 组成的 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/fairscale.nn.model_parallel.initialize.initialize_model_parallel.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/fairscale.nn.model_parallel.initialize.initialize_model_parallel.md
index 26d5a111f53..c2866ce429d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/fairscale.nn.model_parallel.initialize.initialize_model_parallel.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/fairscale.nn.model_parallel.initialize.initialize_model_parallel.md
@@ -1,7 +1,5 @@
-## [组合替代实现]fairscale.nn.model_parallel.initialize.initialize_model_parallel
-
+## [ 组合替代实现 ]fairscale.nn.model_parallel.initialize.initialize_model_parallel
### [fairscale.nn.model_parallel.initialize.initialize_model_parallel](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L41)
-
```python
fairscale.nn.model_parallel.initialize.initialize_model_parallel()
```
@@ -9,7 +7,6 @@ fairscale.nn.model_parallel.initialize.initialize_model_parallel()
对模型并行设置进行初始化; Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# Pytorch 写法
fairscale.nn.model_parallel.initialize.initialize_model_parallel(model_parallel_size_=model_parallel_size_,pipeline_length=pipeline_length)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/fairscale.nn.model_parallel.initialize.model_parallel_is_initialized.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/fairscale.nn.model_parallel.initialize.model_parallel_is_initialized.md
index cdb8b3fca81..67672540776 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/fairscale.nn.model_parallel.initialize.model_parallel_is_initialized.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/fairscale.nn.model_parallel.initialize.model_parallel_is_initialized.md
@@ -1,7 +1,5 @@
-## [组合替代实现]fairscale.nn.model_parallel.initialize.model_parallel_is_initialized
-
+## [ 组合替代实现 ]fairscale.nn.model_parallel.initialize.model_parallel_is_initialized
### [fairscale.nn.model_parallel.initialize.model_parallel_is_initialized](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L119)
-
```python
fairscale.nn.model_parallel.initialize.model_parallel_is_initialized()
```
@@ -9,7 +7,6 @@ fairscale.nn.model_parallel.initialize.model_parallel_is_initialized()
返回模型并行初始化设置是否完成; Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# Pytorch 写法
fairscale.nn.model_parallel.initialize.model_parallel_is_initialized()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/flash_attn.layers.rotary.apply_rotary_emb_func.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/flash_attn.layers.rotary.apply_rotary_emb_func.md
index 6f24c24b0d4..45a50022e6a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/flash_attn.layers.rotary.apply_rotary_emb_func.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/flash_attn.layers.rotary.apply_rotary_emb_func.md
@@ -1,7 +1,5 @@
-## [组合替代实现] flash_attn.layers.rotary.apply_rotary_emb_func
-
+## [ 组合替代实现 ]flash_attn.layers.rotary.apply_rotary_emb_func
### [flash_attn.layers.rotary.apply_rotary_emb_func](https://github.com/Dao-AILab/flash-attention/blob/c4b9015d74bd9f638c6fd574482accf4bbbd4197/flash_attn/layers/rotary.py#L128)
-
```python
flash_attn.layers.rotary.apply_rotary_emb_func(x, cos, sin, interleaved=False, inplace=False, seqlen_offsets: Union[int, torch.Tensor] = 0, cu_seqlens: Optional[torch.Tensor] = None, max_seqlen: Optional[int] = None)
```
@@ -9,7 +7,6 @@ flash_attn.layers.rotary.apply_rotary_emb_func(x, cos, sin, interleaved=False, i
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# Pytorch 写法
res = flash_attn.layers.rotary.apply_rotary_emb_fun(x, cos, sin)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/os.environ.get.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/os.environ.get.md
index f23d34725f2..1bac3d4012e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/os.environ.get.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/os.environ.get.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]os.environ.get
-
### [os.environ.get](https://docs.python.org/zh-cn/3/library/os.html#os.environ)
-
```python
os.environ.get(key, value)
```
@@ -9,7 +7,6 @@ os.environ.get(key, value)
Paddle 无此 API，需要组合实现。该 API 一般情况下与 Paddle 无关，仅在 torch 分布式相关的深度学习用法里才需转写。可以用来获取参与分布式训练的进程总数，以及获取当前进程的 rank。
### 转写示例
-
```python
# PyTorch 写法
os.environ.get(key)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/setuptools.setup.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/setuptools.setup.md
index 3e459df8b06..df3be8c78f2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/setuptools.setup.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/setuptools.setup.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]setuptools.setup
-
### [setuptools.setup](https://setuptools.pypa.io/en/latest/userguide/quickstart.html)
-
```python
setuptools.setup(*args, **attrs)
```
@@ -9,7 +7,6 @@ setuptools.setup(*args, **attrs)
Paddle 无此 API，需要组合实现。该 API 一般情况下与 Paddle 无关，仅在与 torch 相关的深度学习用法里才需要转写，用来构建一个包含自定义扩展（如 C++ ）的 PyTorch 包。
### 转写示例
-
```python
# PyTorch 写法
setuptools.setup(*args, **attrs)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Generator.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Generator.md
index 1d50e9f0bfd..d8fab404a79 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Generator.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Generator.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.Generator
-
+## [ 组合替代实现 ]torch.Generator
### [torch.Generator](https://pytorch.org/docs/stable/generated/torch.Generator.html#generator)
-
```python
torch.Generator(device='cpu')
```
@@ -9,7 +7,6 @@ torch.Generator(device='cpu')
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch.Generator()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.H.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.H.md
index 0c6954dc3a6..a540650ed9e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.H.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.H.md
@@ -1,7 +1,5 @@
-## [ 组合替代实现 ] torch.Tensor.H
-
+## [ 组合替代实现 ]torch.Tensor.H
### [torch.Tensor.H](https://pytorch.org/docs/stable/tensors.html?#torch.Tensor.H)
-
```python
torch.Tensor.H
```
@@ -11,7 +9,6 @@ PyTorch 中等于 x.transpose(0, 1).conj()，Paddle 中 transpose 参数 perm
该 API 仅针对 2D。
### 转写示例
-
```python
# PyTorch 写法
y = x.H
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addbmm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addbmm.md
index f5776672cbb..7fbacf8711e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addbmm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addbmm.md
@@ -1,14 +1,11 @@
## [ 组合替代实现 ]torch.Tensor.addbmm
-
### [torch.Tensor.addbmm](https://pytorch.org/docs/stable/generated/torch.Tensor.addbmm.html#torch.Tensor.addbmm)
-
```python
torch.Tensor.addbmm(batch1, batch2, *, beta=1, alpha=1)
```
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = input.addbmm(batch1, batch2, beta=beta, alpha=alpha)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addbmm_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addbmm_.md
index f9906904680..5756781fee4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addbmm_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addbmm_.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.Tensor.addbmm_
-
### [torch.Tensor.addbmm_](https://pytorch.org/docs/stable/generated/torch.Tensor.addbmm_.html#torch.Tensor.addbmm_)
-
```python
torch.Tensor.addbmm_(batch1, batch2, *, beta=1, alpha=1)
```
@@ -15,7 +13,6 @@ $$
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
input.addbmm_(batch1, batch2, beta=beta, alpha=alpha)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addcdiv.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addcdiv.md
index cb94ea59559..cadb757b00d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addcdiv.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addcdiv.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.Tensor.addcdiv
-
### [torch.Tensor.addcdiv](https://pytorch.org/docs/stable/generated/torch.Tensor.addcdiv.html#torch.Tensor.addcdiv)
-
```python
torch.Tensor.addcdiv(tensor1, tensor2, *, value=1)
```
@@ -12,8 +10,7 @@ $ out = input + value * (tensor1 / tensor2) $
PaddlePaddle 目前无对应 API，可使用如下代码组合实现该 API。
-### 转写示例
-
+### 转写示例
```python
# PyTorch 写法
y = input.addcdiv(tensor1, tensor2, value=value)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addcdiv_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addcdiv_.md
index 7362c1bf475..5f1df7bc890 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addcdiv_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addcdiv_.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.Tensor.addcdiv_
-
### [torch.Tensor.addcdiv_](https://pytorch.org/docs/stable/generated/torch.Tensor.addcdiv_.html#torch.Tensor.addcdiv_)
-
```python
torch.Tensor.addcdiv_(tensor1, tensor2, *, value=1)
```
@@ -12,8 +10,7 @@ $ out = input + value * (tensor1 / tensor2) $
PaddlePaddle 目前无对应 API，可使用如下代码组合实现该 API。
-### 转写示例
-
+### 转写示例
```python
# PyTorch 写法
input.addcdiv_(tensor1, tensor2, value=value)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addcmul.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addcmul.md
index c7f327ecb12..48e11043f35 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addcmul.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addcmul.md
@@ -1,5 +1,4 @@
## [ 组合替代实现 ]torch.Tensor.addcmul
-
### [torch.Tensor.addcmul](https://pytorch.org/docs/stable/generated/torch.Tensor.addcmul.html#torch.Tensor.addcmul)
```python
torch.Tensor.addcmul(tensor1, tensor2, *, value=1)
@@ -11,8 +10,7 @@ $ out = input + value * tensor1 * tensor2 $
PaddlePaddle 目前无对应 API，可使用如下代码组合实现该 API。
-### 转写示例
-
+### 转写示例
```python
# PyTorch 写法
y = input.addcmul(tensor1, tensor2, value=value)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addcmul_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addcmul_.md
index 622691b1dbe..325ebf6025a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addcmul_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addcmul_.md
@@ -1,5 +1,4 @@
## [ 组合替代实现 ]torch.Tensor.addcmul_
-
### [torch.Tensor.addcmul_](https://pytorch.org/docs/stable/generated/torch.Tensor.addcmul_.html#torch-tensor-addcmul)
```python
torch.Tensor.addcmul_(tensor1, tensor2, *, value=1)
@@ -11,8 +10,7 @@ $ out = input + value * tensor1 * tensor2 $
PaddlePaddle 目前无对应 API，可使用如下代码组合实现该 API。
-### 转写示例
-
+### 转写示例
```python
# PyTorch 写法
input.addcmul_(tensor1, tensor2, value=value)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addmv.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addmv.md
index 8f752852f85..e63d4406748 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addmv.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addmv.md
@@ -1,5 +1,4 @@
## [ 组合替代实现 ]torch.Tensor.addmv
-
### [torch.Tensor.addmv](https://pytorch.org/docs/stable/generated/torch.Tensor.addmv.html#torch.Tensor.addmv)
```python
torch.Tensor.addmv(mat, vec, beta=1, alpha=1, out=None)
@@ -8,7 +7,6 @@ torch.Tensor.addmv(mat, vec, beta=1, alpha=1, out=None)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = input.addmv(mat, vec, beta=beta, alpha=alpha)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addmv_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addmv_.md
index 5e16b630f76..d96a86abdc9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addmv_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addmv_.md
@@ -1,5 +1,4 @@
## [ 组合替代实现 ]torch.Tensor.addmv_
-
### [torch.Tensor.addmv_](https://pytorch.org/docs/stable/generated/torch.Tensor.addmv_.html#torch.Tensor.addmv_)
```python
torch.Tensor.addmv_(mat, vec, beta=1, alpha=1, out=None)
@@ -8,7 +7,6 @@ torch.Tensor.addmv_(mat, vec, beta=1, alpha=1, out=None)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
input.addmv_(mat, vec, beta=beta, alpha=alpha)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addr.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addr.md
index 41340c3e235..a9d2e51d45f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addr.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addr.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.Tensor.addr
-
### [torch.Tensor.addr](https://pytorch.org/docs/stable/generated/torch.Tensor.addr.html#torch.Tensor.addr)
-
```python
torch.Tensor.addr(vec1, vec2, beta=1, alpha=1)
```
@@ -9,7 +7,6 @@ torch.Tensor.addr(vec1, vec2, beta=1, alpha=1)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = input.addr(vec1, vec2, beta=beta, alpha=alpha)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addr_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addr_.md
index ca21c894e3f..baaccac57ad 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addr_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.addr_.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.Tensor.addr_
-
### [torch.Tensor.addr_](https://pytorch.org/docs/stable/generated/torch.Tensor.addr_.html#torch.Tensor.addr_)
-
```python
torch.Tensor.addr_(vec1, vec2, beta=1, alpha=1)
```
@@ -9,7 +7,6 @@ torch.Tensor.addr_(vec1, vec2, beta=1, alpha=1)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = input.addr_(vec1, vec2, beta=beta, alpha=alpha)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.adjoint.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.adjoint.md
index 8c331a1d9c2..83a4df5a340 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.adjoint.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.adjoint.md
@@ -1,5 +1,4 @@
## [ 组合替代实现 ]torch.Tensor.adjoint
-
### [torch.Tensor.adjoint](https://pytorch.org/docs/stable/generated/torch.Tensor.adjoint.html#torch.Tensor.adjoint)
```python
torch.Tensor.adjoint()
@@ -8,7 +7,6 @@ torch.Tensor.adjoint()
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = input.adjoint()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.aminmax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.aminmax.md
index ac723d0c8eb..80682b05c20 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.aminmax.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.aminmax.md
@@ -1,14 +1,11 @@
## [ 组合替代实现 ]torch.Tensor.aminmax
-
### [torch.Tensor.aminmax](https://pytorch.org/docs/stable/generated/torch.Tensor.aminmax.html#torch.Tensor.aminmax)
-
```python
torch.Tensor.aminmax(*, dim=None, keepdim=False)
```
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
input.aminmax(dim=-1, keepdim=True)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.dim_order.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.dim_order.md
index a71aa26a485..3e17531785e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.dim_order.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.dim_order.md
@@ -1,7 +1,5 @@
-## [ 组合替代实现 ] torch.Tensor.dim_order
-
+## [ 组合替代实现 ]torch.Tensor.dim_order
### [torch.Tensor.dim_order](https://pytorch.org/docs/stable/generated/torch.Tensor.dim_order.html?highlight=dim_order#torch.Tensor.dim_order)
-
```python
torch.Tensor.dim_order()
```
@@ -9,7 +7,6 @@ torch.Tensor.dim_order()
Paddle 无此 API，需要组合实现。获取张量在内存中的物理布局，PaddlePaddle 的 Tensor 默认是 contiguous 的, 因此可直接返回一个从 0 到 Tensor 的维度长度的列表即可。
### 转写示例
-
```python
# PyTorch 写法
y = x.dim_order()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.erfc.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.erfc.md
index e8444889565..4c4ff5a71ea 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.erfc.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.erfc.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.Tensor.erfc
-
### [torch.Tensor.erfc](https://pytorch.org/docs/stable/generated/torch.Tensor.erfc.html)
-
```python
torch.Tensor.erfc()
```
@@ -9,7 +7,6 @@ torch.Tensor.erfc()
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = x.erfc()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.erfc_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.erfc_.md
index 41d7ed7fe35..b1d8f2c9a22 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.erfc_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.erfc_.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.Tensor.erfc_
-
### [torch.Tensor.erfc_](https://pytorch.org/docs/stable/generated/torch.Tensor.erfc_.html)
-
```python
torch.Tensor.erfc_()
```
@@ -9,7 +7,6 @@ torch.Tensor.erfc_()
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
x.erfc_()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.float_power.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.float_power.md
index e43a2f76b25..33d48c957ab 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.float_power.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.float_power.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.Tensor.float_power
-
+## [ 组合替代实现 ]torch.Tensor.float_power
### [torch.Tensor.float_power](https://pytorch.org/docs/stable/generated/torch.Tensor.float_power.html#torch.Tensor.float_power)
-
```python
torch.Tensor.float_power(exponent)
```
@@ -9,7 +7,6 @@ torch.Tensor.float_power(exponent)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = x.float_power(y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.float_power_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.float_power_.md
index c994d34531f..f0dea54dfd6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.float_power_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.float_power_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.Tensor.float_power_
-
+## [ 组合替代实现 ]torch.Tensor.float_power_
### [torch.Tensor.float_power_](https://pytorch.org/docs/stable/generated/torch.Tensor.float_power_.html#torch.Tensor.float_power_)
-
```python
torch.Tensor.float_power_(exponent)
```
@@ -9,7 +7,6 @@ torch.Tensor.float_power_(exponent)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = x.float_power_(2)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.histogram.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.histogram.md
index fd4fca29608..89d6b7d2123 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.histogram.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.histogram.md
@@ -1,13 +1,10 @@
## [ 组合替代实现 ]torch.Tensor.histogram
-
### [torch.Tensor.histogram](https://pytorch.org/docs/stable/generated/torch.Tensor.histogram.html#torch.Tensor.histogram)
-
```python
torch.Tensor.histogram(bins, *, range=None, weight=None, density=False)
```
### [paddle.Tensor.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#histogram-bins-100-min-0-max-0)
-
```python
paddle.Tensor.histogram(bins=100, min=0.0, max=0.0, weight=None, density=False)
```
@@ -15,7 +12,6 @@ paddle.Tensor.histogram(bins=100, min=0.0, max=0.0, weight=None, density=False)
其中 PyTorch 的 `range` 与 Paddle 用法不一致，需要转写；且返回参数 Tensor 数量不一致，需要通过 paddle.Tensor.histogram 和 paddle.Tensor.histogram_bin_edges 组合实现。具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -------------------------------------------------------------------------------------------------- |
| bins | bins | 直方图 bins(直条)的个数。 |
@@ -25,9 +21,7 @@ paddle.Tensor.histogram(bins=100, min=0.0, max=0.0, weight=None, density=False)
| 返回值 | 返回值 | PyTorch 返回 hist 和 bin_edges，返回值 dtype 类型与 self 一致，paddle.Tensor.histogram 返回 hist，返回值 dtype 类型为 int64 或 float32，paddle.Tensor.histogram_bin_edges 返回 bin_edges，返回值 dtype 类型为 float32，需要转写。 |
### 转写示例
-
#### range 参数：bins 的范围
-
```python
# PyTorch 写法:
x = torch.tensor([1., 2, 1])
@@ -39,7 +33,6 @@ hist = x.histogram(bins=5, min=0., max=3.)
```
#### 返回值：数量
-
```python
# PyTorch 写法:
x = torch.tensor([1., 2, 1])
@@ -51,7 +44,6 @@ hist, bin_edges = x.histogram(x, bins=5), x.histogram_bin_edges(x, bins=5)
```
#### 返回值：dtype 类型
-
```python
# PyTorch 写法:
x = torch.tensor([1., 2, 1])
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.index_copy_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.index_copy_.md
index 3faf9641d21..05dfc68ab0e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.index_copy_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.index_copy_.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.Tensor.index_copy_
-
### [torch.Tensor.index_copy_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_copy_.html)
-
```python
torch.Tensor.index_copy_(dim, index, source)
```
@@ -9,7 +7,6 @@ torch.Tensor.index_copy_(dim, index, source)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法，dim=0
y = x.index_copy_(0, index, source)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.is_signed.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.is_signed.md
index af8149d1f81..1353db1b6bf 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.is_signed.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.is_signed.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.Tensor.is_signed
-
### [torch.Tensor.is_signed](https://pytorch.org/docs/stable/generated/torch.Tensor.is_signed.html#torch.Tensor.is_signed)
-
```python
torch.Tensor.is_signed()
```
@@ -9,7 +7,6 @@ torch.Tensor.is_signed()
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = x.is_signed()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.logaddexp2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.logaddexp2.md
index e41582af1e1..5301b03bc68 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.logaddexp2.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.logaddexp2.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.Tensor.logaddexp2
-
### [torch.Tensor.logaddexp2](https://pytorch.org/docs/stable/generated/torch.Tensor.logaddexp2.html#torch.Tensor.logaddexp2)
-
```python
torch.Tensor.logaddexp2(other)
```
@@ -9,7 +7,6 @@ torch.Tensor.logaddexp2(other)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = a.logaddexp2(b)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.logdet.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.logdet.md
index 7e0d5c15b8f..f4519320837 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.logdet.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.logdet.md
@@ -1,14 +1,11 @@
## [ 组合替代实现 ]torch.Tensor.logdet
-
### [torch.Tensor.logdet](https://pytorch.org/docs/stable/generated/torch.Tensor.logdet.html#torch.Tensor.logdet)
-
```python
torch.Tensor.logdet()
```
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = input.logdet()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.mH.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.mH.md
index d236bb96d10..a67f88fae97 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.mH.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.mH.md
@@ -1,7 +1,5 @@
-## [ 组合替代实现 ] torch.Tensor.mH
-
+## [ 组合替代实现 ]torch.Tensor.mH
### [torch.Tensor.mH](https://pytorch.org/docs/stable/tensors.html?#torch.Tensor.mH)
-
```python
torch.Tensor.mH
```
@@ -10,7 +8,6 @@ Paddle 无此 API，需要组合实现。
PyTorch 中等于 x.transpose(-2, -1).conj()，Paddle 中 transpose 参数 perm 为转换后的维度位置。
### 转写示例
-
```python
# 假设 x 为 4D
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.narrow_copy.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.narrow_copy.md
index 7abc0c71cdc..308f51caeee 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.narrow_copy.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.narrow_copy.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.Tensor.narrow_copy
-
### [torch.Tensor.narrow_copy](https://pytorch.org/docs/stable/generated/torch.Tensor.narrow_copy.html#torch.Tensor.narrow_copy)
-
```python
torch.Tensor.narrow_copy(dimension, start, length)
```
@@ -9,7 +7,6 @@ torch.Tensor.narrow_copy(dimension, start, length)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = a.narrow_copy(1, 1, 4)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.nbytes.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.nbytes.md
index 34f171c46b9..9340a9a3daf 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.nbytes.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.nbytes.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.Tensor.nbytes
-
### [torch.Tensor.nbytes](https://pytorch.org/docs/stable/generated/torch.Tensor.nbytes.html)
-
```python
torch.Tensor.nbytes
```
@@ -9,7 +7,6 @@ torch.Tensor.nbytes
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = a.nbytes
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.requires_grad_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.requires_grad_.md
index 282d0c2ff82..0074ec532bd 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.requires_grad_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.requires_grad_.md
@@ -1,13 +1,10 @@
-## [组合替代实现]torch.Tensor.requires_grad_
-
+## [ 组合替代实现 ]torch.Tensor.requires_grad_
### [torch.Tensor.requires_grad_](https://pytorch.org/docs/stable/generated/torch.Tensor.requires_grad_.html?highlight=requires_grad_#torch.Tensor.requires_grad_)
-
```python
torch.Tensor.requires_grad_(requires_grad=True)
```
### [paddle.Tensor.stop_gradient](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#stop-gradient)
-
```python
paddle.Tensor.stop_gradient = False
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.reshape_as.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.reshape_as.md
index ac8243d4c66..da493a19e17 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.reshape_as.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.reshape_as.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.Tensor.reshape_as
-
### [torch.Tensor.reshape_as](https://pytorch.org/docs/stable/generated/torch.Tensor.reshape_as.html#torch.Tensor.reshape_as)
-
```python
torch.Tensor.reshape_as(other)
```
@@ -9,7 +7,6 @@ torch.Tensor.reshape_as(other)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = a.reshape_as(b)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.resize_as_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.resize_as_.md
index 3f4e49150b8..81b16b1c802 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.resize_as_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.resize_as_.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.Tensor.resize_as_
-
### [torch.Tensor.resize_as_](https://pytorch.org/docs/stable/generated/torch.Tensor.resize_as_.html?highlight=resize_as#torch.Tensor.resize_as_)
-
```python
# PyTorch 文档有误，测试第一个参数为 the_template
torch.Tensor.resize_as_(the_template, memory_format=torch.contiguous_format)
@@ -10,7 +8,6 @@ torch.Tensor.resize_as_(the_template, memory_format=torch.contiguous_format)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = a.resize_as_(b)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.select.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.select.md
index eeefec672b6..76d277e9f6d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.select.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.select.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.Tensor.select
-
### [torch.Tensor.select](https://pytorch.org/docs/stable/generated/torch.Tensor.select.html?highlight=select#torch.Tensor.select)
-
```python
torch.Tensor.select(dim, index)
```
@@ -9,7 +7,6 @@ torch.Tensor.select(dim, index)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = a.select(dim=dim, index=index)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.xlogy.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.xlogy.md
index 051e248939a..06b72596ce7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.xlogy.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.xlogy.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.Tensor.xlogy
-
### [torch.Tensor.xlogy](https://pytorch.org/docs/stable/generated/torch.Tensor.xlogy.html#torch.Tensor.xlogy)
-
```python
torch.Tensor.xlogy(other)
```
@@ -9,7 +7,6 @@ torch.Tensor.xlogy(other)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = a.xlogy(b)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.xlogy_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.xlogy_.md
index af3d6c069de..d08c7a1f449 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.xlogy_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.Tensor.xlogy_.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.Tensor.xlogy_
-
### [torch.Tensor.xlogy_](https://pytorch.org/docs/stable/generated/torch.Tensor.xlogy_.html#torch.Tensor.xlogy_)
-
```python
torch.Tensor.xlogy_(other)
```
@@ -9,7 +7,6 @@ torch.Tensor.xlogy_(other)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
a.xlogy_(b)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._assert.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._assert.md
index 8c19b044631..3cca37f9bee 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._assert.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._assert.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch._assert
-
### [torch._assert](https://pytorch.org/docs/stable/generated/torch._assert.html)
-
```python
torch._assert(condition, message)
```
@@ -9,7 +7,6 @@ torch._assert(condition, message)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._assert(condition=1==2, message='error messege')
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_abs.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_abs.md
index a5cd941f425..d23e81af350 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_abs.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_abs.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_abs
-
+## [ 组合替代实现 ]torch.\_foreach_abs
### [torch.\_foreach_abs](https://pytorch.org/docs/stable/generated/torch._foreach_abs.html#torch-foreach-abs)
-
```python
torch._foreach_abs(self)
```
@@ -9,7 +7,6 @@ torch._foreach_abs(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_abs(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_abs_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_abs_.md
index c042098546e..54b176ba759 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_abs_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_abs_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_abs_
-
+## [ 组合替代实现 ]torch.\_foreach_abs_
### [torch.\_foreach_abs_](https://pytorch.org/docs/stable/generated/torch._foreach_abs_.html#torch-foreach-abs)
-
```python
torch._foreach_abs_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_abs_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_abs_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_acos.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_acos.md
index 26388d16fb1..58c74050a1a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_acos.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_acos.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_acos
-
+## [ 组合替代实现 ]torch.\_foreach_acos
### [torch.\_foreach_acos](https://pytorch.org/docs/stable/generated/torch._foreach_acos.html#torch-foreach-acos)
-
```python
torch._foreach_acos(self)
```
@@ -9,7 +7,6 @@ torch._foreach_acos(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_acos(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_acos_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_acos_.md
index 1d3a948cd8b..47baa24c39a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_acos_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_acos_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_acos_
-
+## [ 组合替代实现 ]torch.\_foreach_acos_
### [torch.\_foreach_acos_](https://pytorch.org/docs/stable/generated/torch._foreach_acos_.html#torch-foreach-acos)
-
```python
torch._foreach_acos_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_acos_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_acos_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_asin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_asin.md
index 947dfb9143d..758c080eb29 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_asin.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_asin.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_asin
-
+## [ 组合替代实现 ]torch.\_foreach_asin
### [torch.\_foreach_asin](https://pytorch.org/docs/stable/generated/torch._foreach_asin.html#torch-foreach-asin)
-
```python
torch._foreach_asin(self)
```
@@ -9,7 +7,6 @@ torch._foreach_asin(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_asin(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_asin_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_asin_.md
index b0681f6b38d..0010ce6bbab 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_asin_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_asin_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_asin_
-
+## [ 组合替代实现 ]torch.\_foreach_asin_
### [torch.\_foreach_asin_](https://pytorch.org/docs/stable/generated/torch._foreach_asin_.html#torch-foreach-asin)
-
```python
torch._foreach_asin_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_asin_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_asin_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_atan.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_atan.md
index 309375b63f3..6a49abb0e12 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_atan.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_atan.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_atan
-
+## [ 组合替代实现 ]torch.\_foreach_atan
### [torch.\_foreach_atan](https://pytorch.org/docs/stable/generated/torch._foreach_atan.html#torch-foreach-atan)
-
```python
torch._foreach_atan(self)
```
@@ -9,7 +7,6 @@ torch._foreach_atan(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_atan(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_atan_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_atan_.md
index 5816dca2257..da14659a4b8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_atan_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_atan_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_atan_
-
+## [ 组合替代实现 ]torch.\_foreach_atan_
### [torch.\_foreach_atan_](https://pytorch.org/docs/stable/generated/torch._foreach_atan_.html#torch-foreach-atan)
-
```python
torch._foreach_atan_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_atan_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_atan_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_ceil.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_ceil.md
index 887efbdab19..71eed2188be 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_ceil.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_ceil.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_ceil
-
+## [ 组合替代实现 ]torch.\_foreach_ceil
### [torch.\_foreach_ceil](https://pytorch.org/docs/stable/generated/torch._foreach_ceil.html#torch-foreach-ceil)
-
```python
torch._foreach_ceil(self)
```
@@ -9,7 +7,6 @@ torch._foreach_ceil(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_ceil(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_ceil_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_ceil_.md
index 43a949e4e31..846d4d8a8ed 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_ceil_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_ceil_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_ceil_
-
+## [ 组合替代实现 ]torch.\_foreach_ceil_
### [torch.\_foreach_ceil_](https://pytorch.org/docs/stable/generated/torch._foreach_ceil_.html#torch-foreach-ceil)
-
```python
torch._foreach_ceil_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_ceil_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_ceil_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_cos.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_cos.md
index 5c4a79ca6c9..1fdb2f5544f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_cos.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_cos.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_cos
-
+## [ 组合替代实现 ]torch.\_foreach_cos
### [torch.\_foreach_cos](https://pytorch.org/docs/stable/generated/torch._foreach_cos.html#torch-foreach-cos)
-
```python
torch._foreach_cos(self)
```
@@ -9,7 +7,6 @@ torch._foreach_cos(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_cos(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_cos_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_cos_.md
index d84b577c229..f1417ae8b66 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_cos_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_cos_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_cos_
-
+## [ 组合替代实现 ]torch.\_foreach_cos_
### [torch.\_foreach_cos_](https://pytorch.org/docs/stable/generated/torch._foreach_cos_.html#torch-foreach-cos)
-
```python
torch._foreach_cos_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_cos_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_cos_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_cosh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_cosh.md
index 10152f0a7c4..7314424c101 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_cosh.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_cosh.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_cosh
-
+## [ 组合替代实现 ]torch.\_foreach_cosh
### [torch.\_foreach_cosh](https://pytorch.org/docs/stable/generated/torch._foreach_cosh.html#torch-foreach-cosh)
-
```python
torch._foreach_cosh(self)
```
@@ -9,7 +7,6 @@ torch._foreach_cosh(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_cosh(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_cosh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_cosh_.md
index 11ffca5a1c6..1411815c2d9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_cosh_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_cosh_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_cosh_
-
+## [ 组合替代实现 ]torch.\_foreach_cosh_
### [torch.\_foreach_cosh_](https://pytorch.org/docs/stable/generated/torch._foreach_cosh_.html#torch-foreach-cosh)
-
```python
torch._foreach_cosh_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_cosh_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_cosh_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_erf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_erf.md
index 954fb7242e1..e389232f26f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_erf.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_erf.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_erf
-
+## [ 组合替代实现 ]torch.\_foreach_erf
### [torch.\_foreach_erf](https://pytorch.org/docs/stable/generated/torch._foreach_erf.html#torch-foreach-erf)
-
```python
torch._foreach_erf(self)
```
@@ -9,7 +7,6 @@ torch._foreach_erf(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_erf(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_erf_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_erf_.md
index fe3474866f5..c421b9f1d7a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_erf_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_erf_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_erf_
-
+## [ 组合替代实现 ]torch.\_foreach_erf_
### [torch.\_foreach_erf_](https://pytorch.org/docs/stable/generated/torch._foreach_erf_.html#torch-foreach-erf)
-
```python
torch._foreach_erf_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_erf_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_erf_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_erfc.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_erfc.md
index 7b544db125b..ac9a8c396d1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_erfc.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_erfc.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_erfc
-
+## [ 组合替代实现 ]torch.\_foreach_erfc
### [torch.\_foreach_erfc](https://pytorch.org/docs/stable/generated/torch._foreach_erfc.html#torch-foreach-erfc)
-
```python
torch._foreach_erfc(self)
```
@@ -9,7 +7,6 @@ torch._foreach_erfc(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_erfc(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_erfc_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_erfc_.md
index 7f83684d46d..b3a1ee72ef7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_erfc_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_erfc_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_erfc_
-
+## [ 组合替代实现 ]torch.\_foreach_erfc_
### [torch.\_foreach_erfc_](https://pytorch.org/docs/stable/generated/torch._foreach_erfc_.html#torch-foreach-erfc)
-
```python
torch._foreach_erfc_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_erfc_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_erfc_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_exp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_exp.md
index 01de5e7a2dd..9e28eadeabe 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_exp.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_exp.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_exp
-
+## [ 组合替代实现 ]torch.\_foreach_exp
### [torch.\_foreach_exp](https://pytorch.org/docs/stable/generated/torch._foreach_exp.html#torch-foreach-exp)
-
```python
torch._foreach_exp(self)
```
@@ -9,7 +7,6 @@ torch._foreach_exp(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_exp(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_exp_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_exp_.md
index f65bfbda718..de4ba5c1179 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_exp_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_exp_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_exp_
-
+## [ 组合替代实现 ]torch.\_foreach_exp_
### [torch.\_foreach_exp_](https://pytorch.org/docs/stable/generated/torch._foreach_exp_.html#torch._foreach_exp_)
-
```python
torch._foreach_exp_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_exp_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_exp_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_expm1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_expm1.md
index 91df5649ece..74fadcda8cb 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_expm1.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_expm1.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_expm1
-
+## [ 组合替代实现 ]torch.\_foreach_expm1
### [torch.\_foreach_expm1](https://pytorch.org/docs/stable/generated/torch._foreach_expm1.html#torch-foreach-expm1)
-
```python
torch._foreach_expm1(self)
```
@@ -9,7 +7,6 @@ torch._foreach_expm1(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_expm1(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_expm1_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_expm1_.md
index d58b0619ddf..d3f9d6b6aa0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_expm1_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_expm1_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_expm1_
-
+## [ 组合替代实现 ]torch.\_foreach_expm1_
### [torch.\_foreach_expm1_](https://pytorch.org/docs/stable/generated/torch._foreach_expm1_.html)
-
```python
torch._foreach_expm1_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_expm1_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_expm1_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_floor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_floor.md
index 65784fd9b04..06366801663 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_floor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_floor.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_floor
-
+## [ 组合替代实现 ]torch.\_foreach_floor
### [torch.\_foreach_floor](https://pytorch.org/docs/stable/generated/torch._foreach_floor.html)
-
```python
torch._foreach_floor(self)
```
@@ -9,7 +7,6 @@ torch._foreach_floor(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_floor(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_floor_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_floor_.md
index f69d1e66914..2009f956450 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_floor_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_floor_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_floor_
-
+## [ 组合替代实现 ]torch.\_foreach_floor_
### [torch.\_foreach_floor_](https://pytorch.org/docs/stable/generated/torch._foreach_floor_.html#torch-foreach-floor)
-
```python
torch._foreach_floor_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_floor_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_floor_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_frac.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_frac.md
index f619b398d75..c50315993ff 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_frac.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_frac.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_frac
-
+## [ 组合替代实现 ]torch.\_foreach_frac
### [torch.\_foreach_frac](https://pytorch.org/docs/stable/generated/torch._foreach_frac.html#torch-foreach-frac)
-
```python
torch._foreach_frac(self)
```
@@ -9,7 +7,6 @@ torch._foreach_frac(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_frac(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_frac_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_frac_.md
index 8589b3e9d1c..76fd6d35494 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_frac_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_frac_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_frac_
-
+## [ 组合替代实现 ]torch.\_foreach_frac_
### [torch.\_foreach_frac_](https://pytorch.org/docs/stable/generated/torch._foreach_frac_.html#torch-foreach-frac)
-
```python
torch._foreach_frac_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_frac_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_frac_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_lgamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_lgamma.md
index 456cb257e98..48094a30eeb 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_lgamma.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_lgamma.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_lgamma
-
+## [ 组合替代实现 ]torch.\_foreach_lgamma
### [torch.\_foreach_lgamma](https://pytorch.org/docs/stable/generated/torch._foreach_lgamma.html#torch-foreach-lgamma)
-
```python
torch._foreach_lgamma(self)
```
@@ -9,7 +7,6 @@ torch._foreach_lgamma(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_lgamma(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_lgamma_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_lgamma_.md
index a8e962ff331..08bf41f42bc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_lgamma_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_lgamma_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_lgamma_
-
+## [ 组合替代实现 ]torch.\_foreach_lgamma_
### [torch.\_foreach_lgamma_](https://pytorch.org/docs/stable/generated/torch._foreach_lgamma_.html#torch-foreach-lgamma)
-
```python
torch._foreach_lgamma_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_lgamma_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_lgamma_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log.md
index d5bbcf37009..59055418bef 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_log
-
+## [ 组合替代实现 ]torch.\_foreach_log
### [torch.\_foreach_log](https://pytorch.org/docs/stable/generated/torch._foreach_log.html#torch-foreach-log)
-
```python
torch._foreach_log(self)
```
@@ -9,7 +7,6 @@ torch._foreach_log(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_log(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log10.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log10.md
index b722d6d6c4c..dba849b4ec2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log10.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log10.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_log10
-
+## [ 组合替代实现 ]torch.\_foreach_log10
### [torch.\_foreach_log10](https://pytorch.org/docs/stable/generated/torch._foreach_log10.html#torch-foreach-log10)
-
```python
torch._foreach_log10(self)
```
@@ -9,7 +7,6 @@ torch._foreach_log10(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_log10(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log10_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log10_.md
index 4477f9195dc..7fbcee94de7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log10_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log10_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_log10_
-
+## [ 组合替代实现 ]torch.\_foreach_log10_
### [torch.\_foreach_log10_](https://pytorch.org/docs/stable/generated/torch._foreach_log10_.html#torch-foreach-log10)
-
```python
torch._foreach_log10_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_log10_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_log10_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log1p.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log1p.md
index 67f2db353cd..50ec12e65d4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log1p.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log1p.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_log1p
-
+## [ 组合替代实现 ]torch.\_foreach_log1p
### [torch.\_foreach_log1p](https://pytorch.org/docs/stable/generated/torch._foreach_log1p.html#torch-foreach-log1p)
-
```python
torch._foreach_log1p(self)
```
@@ -9,7 +7,6 @@ torch._foreach_log1p(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_log1p(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log1p_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log1p_.md
index ea228dec72e..4a613b8cde1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log1p_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log1p_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_log1p_
-
+## [ 组合替代实现 ]torch.\_foreach_log1p_
### [torch.\_foreach_log1p_](https://pytorch.org/docs/stable/generated/torch._foreach_log1p_.html#torch-foreach-log1p)
-
```python
torch._foreach_log1p_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_log1p_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_log1p_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log2.md
index 793103f27c0..daf8723b60c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log2.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log2.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_log2
-
+## [ 组合替代实现 ]torch.\_foreach_log2
### [torch.\_foreach_log2](https://pytorch.org/docs/stable/generated/torch._foreach_log2.html#torch-foreach-log2)
-
```python
torch._foreach_log2(self)
```
@@ -9,7 +7,6 @@ torch._foreach_log2(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_log2(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log2_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log2_.md
index 24e8739a1e2..b1efc20e404 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log2_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log2_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_log2_
-
+## [ 组合替代实现 ]torch.\_foreach_log2_
### [torch.\_foreach_log2_](https://pytorch.org/docs/stable/generated/torch._foreach_log2_.html#torch-foreach-log2)
-
```python
torch._foreach_log2_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_log2_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_log2_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log_.md
index bd6611da00e..47ac44569e1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_log_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_log_
-
+## [ 组合替代实现 ]torch.\_foreach_log_
### [torch.\_foreach_log_](https://pytorch.org/docs/stable/generated/torch._foreach_log_.html#torch-foreach-log)
-
```python
torch._foreach_log_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_log_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_log_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_neg.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_neg.md
index f1680953a9e..c4b95c04e13 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_neg.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_neg.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_neg
-
+## [ 组合替代实现 ]torch.\_foreach_neg
### [torch.\_foreach_neg](https://pytorch.org/docs/stable/generated/torch._foreach_neg.html#torch-foreach-neg)
-
```python
torch._foreach_neg(self)
```
@@ -9,7 +7,6 @@ torch._foreach_neg(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_neg(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_neg_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_neg_.md
index ec57a257c29..e7861ddbc0c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_neg_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_neg_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_neg_
-
+## [ 组合替代实现 ]torch.\_foreach_neg_
### [torch.\_foreach_neg_](https://pytorch.org/docs/stable/generated/torch._foreach_neg_.html#torch-foreach-neg)
-
```python
torch._foreach_neg_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_neg_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_neg_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_reciprocal.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_reciprocal.md
index 0e0f0cb1f38..8622a9521f9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_reciprocal.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_reciprocal.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_reciprocal
-
+## [ 组合替代实现 ]torch.\_foreach_reciprocal
### [torch.\_foreach_reciprocal](https://pytorch.org/docs/stable/generated/torch._foreach_reciprocal.html#torch-foreach-reciprocal)
-
```python
torch._foreach_reciprocal(self)
```
@@ -9,7 +7,6 @@ torch._foreach_reciprocal(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_reciprocal(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_reciprocal_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_reciprocal_.md
index 146710e0bbc..db67872926a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_reciprocal_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_reciprocal_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_reciprocal_
-
+## [ 组合替代实现 ]torch.\_foreach_reciprocal_
### [torch.\_foreach_reciprocal_](https://pytorch.org/docs/stable/generated/torch._foreach_reciprocal_.html#torch-foreach-reciprocal)
-
```python
torch._foreach_reciprocal_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_reciprocal_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_reciprocal_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_round.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_round.md
index da0d739f6cb..6d0e1126200 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_round.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_round.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_round
-
+## [ 组合替代实现 ]torch.\_foreach_round
### [torch.\_foreach_round](https://pytorch.org/docs/stable/generated/torch._foreach_round.html#torch-foreach-round)
-
```python
torch._foreach_round(self)
```
@@ -9,7 +7,6 @@ torch._foreach_round(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_round(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_round_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_round_.md
index f7bc6134aba..5f1009fd722 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_round_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_round_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_round_
-
+## [ 组合替代实现 ]torch.\_foreach_round_
### [torch.\_foreach_round_](https://pytorch.org/docs/stable/generated/torch._foreach_round_.html#torch-foreach-round)
-
```python
torch._foreach_round_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_round_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_round_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sigmoid.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sigmoid.md
index b516e2bfa33..ea86dd19518 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sigmoid.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sigmoid.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_sigmoid
-
+## [ 组合替代实现 ]torch.\_foreach_sigmoid
### [torch.\_foreach_sigmoid](https://pytorch.org/docs/stable/generated/torch._foreach_sigmoid.html#torch-foreach-sigmoid)
-
```python
torch._foreach_sigmoid(self)
```
@@ -9,7 +7,6 @@ torch._foreach_sigmoid(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_sigmoid(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sigmoid_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sigmoid_.md
index 55d4fb3a0db..5c773adc0fc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sigmoid_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sigmoid_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_sigmoid_
-
+## [ 组合替代实现 ]torch.\_foreach_sigmoid_
### [torch.\_foreach_sigmoid_](https://pytorch.org/docs/stable/generated/torch._foreach_sigmoid_.html#torch-foreach-sigmoid)
-
```python
torch._foreach_sigmoid_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_sigmoid_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_sigmoid_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sin.md
index 0446c7f5cea..b57a689a0bf 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sin.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sin.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_sin
-
+## [ 组合替代实现 ]torch.\_foreach_sin
### [torch.\_foreach_sin](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sin.html#torch-foreach-sin)
-
```python
torch._foreach_sin(self)
```
@@ -9,7 +7,6 @@ torch._foreach_sin(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_sin(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sin_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sin_.md
index c7c06746c8e..5ca1ee245f1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sin_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sin_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_sin_
-
+## [ 组合替代实现 ]torch.\_foreach_sin_
### [torch.\_foreach_sin_](https://pytorch.org/docs/stable/generated/torch._foreach_sin_.html#torch-foreach-sin)
-
```python
torch._foreach_sin_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_sin_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_sin_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sinh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sinh.md
index 6c0d6cc47cd..5ca89e6ff56 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sinh.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sinh.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_sinh
-
+## [ 组合替代实现 ]torch.\_foreach_sinh
### [torch.\_foreach_sinh](https://pytorch.org/docs/stable/generated/torch._foreach_sinh.html#torch-foreach-sinh)
-
```python
torch._foreach_sinh(self)
```
@@ -9,7 +7,6 @@ torch._foreach_sinh(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_sinh(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sinh_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sinh_.md
index 058381bb1bd..74dca35c3c8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sinh_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sinh_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_sinh_
-
+## [ 组合替代实现 ]torch.\_foreach_sinh_
### [torch.\_foreach_sinh_](https://pytorch.org/docs/stable/generated/torch._foreach_sinh_.html#torch-foreach-sinh)
-
```python
torch._foreach_sinh_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_sinh_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_sinh_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sqrt.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sqrt.md
index d884e36b694..3d05bbd92e3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sqrt.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sqrt.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_sqrt
-
+## [ 组合替代实现 ]torch.\_foreach_sqrt
### [torch.\_foreach_sqrt](https://pytorch.org/docs/stable/generated/torch._foreach_sqrt.html#torch-foreach-sqrt)
-
```python
torch._foreach_sqrt(self)
```
@@ -9,7 +7,6 @@ torch._foreach_sqrt(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_sqrt(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sqrt_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sqrt_.md
index 5c765509807..1031670ac5d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sqrt_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_sqrt_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_sqrt_
-
+## [ 组合替代实现 ]torch.\_foreach_sqrt_
### [torch.\_foreach_sqrt_](https://docs.pytorch.org/docs/stable/generated/torch._foreach_sqrt_.html#torch-foreach-sqrt)
-
```python
torch._foreach_sqrt_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_sqrt_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_sqrt_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_tan.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_tan.md
index 2226c7ea558..1e9f84cef69 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_tan.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_tan.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_tan
-
+## [ 组合替代实现 ]torch.\_foreach_tan
### [torch.\_foreach_tan](https://pytorch.org/docs/stable/generated/torch._foreach_tan.html#torch-foreach-tan)
-
```python
torch._foreach_tan(self)
```
@@ -9,7 +7,6 @@ torch._foreach_tan(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_tan(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_tan_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_tan_.md
index 822aa40c410..ef1c7358b72 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_tan_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_tan_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_tan_
-
+## [ 组合替代实现 ]torch.\_foreach_tan_
### [torch.\_foreach_tan_](https://pytorch.org/docs/stable/generated/torch._foreach_tan_.html#torch-foreach-tan)
-
```python
torch._foreach_tan_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_tan_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_tan_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_trunc.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_trunc.md
index 49396412eaf..23266d13b74 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_trunc.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_trunc.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_trunc
-
+## [ 组合替代实现 ]torch.\_foreach_trunc
### [torch.\_foreach_trunc](https://pytorch.org/docs/stable/generated/torch._foreach_trunc.html#torch-foreach-trunc)
-
```python
torch._foreach_trunc(self)
```
@@ -9,7 +7,6 @@ torch._foreach_trunc(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_trunc(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_trunc_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_trunc_.md
index a8081b0e5c6..be07529108c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_trunc_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_trunc_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_trunc_
-
+## [ 组合替代实现 ]torch.\_foreach_trunc_
### [torch.\_foreach_trunc_](https://pytorch.org/docs/stable/generated/torch._foreach_trunc_.html#torch-foreach-trunc)
-
```python
torch._foreach_trunc_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_trunc_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_trunc_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_zero_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_zero_.md
index 533d5ad0e73..66c389d910e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_zero_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch._foreach_zero_.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.\_foreach_zero_
-
+## [ 组合替代实现 ]torch.\_foreach_zero_
### [torch.\_foreach_zero_](https://pytorch.org/docs/stable/generated/torch._foreach_zero_.html#torch-foreach-zero)
-
```python
torch._foreach_zero_(self)
```
@@ -9,7 +7,6 @@ torch._foreach_zero_(self)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch._foreach_zero_(tensors)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addbmm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addbmm.md
index 7541fd91ae6..5098a8b9e62 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addbmm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addbmm.md
@@ -1,14 +1,11 @@
## [ 组合替代实现 ]torch.addbmm
-
### [torch.addbmm](https://pytorch.org/docs/stable/generated/torch.addbmm.html#torch.addbmm)
-
```python
torch.addbmm(input, batch1, batch2, *, beta=1, alpha=1, out=None)
```
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = torch.addbmm(input, batch1, batch2, beta=beta, alpha=alpha)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addcdiv.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addcdiv.md
index fa134b7e018..fb7b153ca6a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addcdiv.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addcdiv.md
@@ -1,5 +1,4 @@
## [ 组合替代实现 ]torch.addcdiv
-
### [torch.addcdiv](https://pytorch.org/docs/stable/generated/torch.addcdiv.html#torch.addcdiv)
```python
torch.addcdiv(input, tensor1, tensor2, *, value=1, out=None)
@@ -11,8 +10,7 @@ $ out = input + value * (tensor1 / tensor2) $
PaddlePaddle 目前无对应 API，可使用如下代码组合实现该 API。
-### 转写示例
-
+### 转写示例
```python
# PyTorch 写法
y = torch.addcdiv(input, tensor1, tensor2, value=value)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addcmul.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addcmul.md
index a14ba6e31c0..10b78b8772e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addcmul.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addcmul.md
@@ -1,5 +1,4 @@
## [ 组合替代实现 ]torch.addcmul
-
### [torch.addcmul](https://pytorch.org/docs/stable/generated/torch.addcmul.html#torch.addcmul)
```python
torch.addcmul(input, tensor1, tensor2, *, value=1, out=None)
@@ -11,8 +10,7 @@ $ out = input + value * tensor1 * tensor2 $
PaddlePaddle 目前无对应 API，可使用如下代码组合实现该 API。
-### 转写示例
-
+### 转写示例
```python
# PyTorch 写法
y = torch.addcmul(input, tensor1, tensor2, value=value)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addmv.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addmv.md
index 52122326596..e7c5811c512 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addmv.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addmv.md
@@ -1,5 +1,4 @@
## [ 组合替代实现 ]torch.addmv
-
### [torch.addmv](https://pytorch.org/docs/stable/generated/torch.addmv.html?highlight=addmv#torch.addmv)
```python
torch.addmv(input, mat, vec, beta=1, alpha=1, out=None)
@@ -8,7 +7,6 @@ torch.addmv(input, mat, vec, beta=1, alpha=1, out=None)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = torch.addmv(input, mat, vec, beta=beta, alpha=alpha)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addr.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addr.md
index defc99f3b43..c705ea3de2b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addr.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.addr.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.addr
-
### [torch.addr](https://pytorch.org/docs/stable/generated/torch.addr.html?highlight=addr#torch.addr)
-
```python
torch.addr(input, vec1, vec2, beta=1, alpha=1, out=None)
```
@@ -9,7 +7,6 @@ torch.addr(input, vec1, vec2, beta=1, alpha=1, out=None)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = torch.addr(input, vec1, vec2, beta=beta, alpha=alpha)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.adjoint.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.adjoint.md
index e39791cf2e5..ecf05098913 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.adjoint.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.adjoint.md
@@ -1,5 +1,4 @@
## [ 组合替代实现 ]torch.adjoint
-
### [torch.adjoint](https://pytorch.org/docs/stable/generated/torch.adjoint.html#torch.adjoint)
```python
torch.adjoint(input)
@@ -8,7 +7,6 @@ torch.adjoint(input)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = torch.adjoint(input)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.aminmax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.aminmax.md
index df79e3eaada..c50c9d71a3c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.aminmax.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.aminmax.md
@@ -1,14 +1,11 @@
## [ 组合替代实现 ]torch.aminmax
-
### [torch.aminmax](https://pytorch.org/docs/stable/generated/torch.aminmax.html#torch.aminmax)
-
```python
torch.aminmax(input, *, dim=None, keepdim=False, out=None)
```
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = torch.aminmax(input, dim=-1, keepdim=True)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.autograd.Variable.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.autograd.Variable.md
index f1c0c04fdf0..68d278489c2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.autograd.Variable.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.autograd.Variable.md
@@ -1,5 +1,4 @@
## [ 组合替代实现 ]torch.autograd.Variable
-
### [torch.autograd.Variable](https://pytorch.org/docs/stable/autograd.html#variable-deprecated)
```python
torch.autograd.Variable(data, requires_grad=False)
@@ -9,8 +8,7 @@ torch.autograd.Variable(data, requires_grad=False)
PaddlePaddle 目前无对应 API，可使用如下代码组合实现该 API。
-### 转写示例
-
+### 转写示例
```python
# PyTorch 写法
torch.autograd.Variable(data, requires_grad=False)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.backends.cudnn.is_available.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.backends.cudnn.is_available.md
index 9ace0640470..3a5c1c04d38 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.backends.cudnn.is_available.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.backends.cudnn.is_available.md
@@ -1,5 +1,4 @@
## [ 组合替代实现 ]torch.backends.cudnn.is_available
-
### [torch.backends.cudnn.is_available](https://pytorch.org/docs/stable/backends.html?highlight=torch+backends+cudnn+is_available#torch.backends.cudnn.is_available)
```python
torch.backends.cudnn.is_available()
@@ -9,7 +8,7 @@ torch.backends.cudnn.is_available()
PaddlePaddle 目前无对应 API，可使用如下代码组合实现该 API。
-### 转写示例
+### 转写示例
```python
# PyTorch 写法
torch.backends.cudnn.is_available()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.can_cast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.can_cast.md
index f386b54d197..c9453c62969 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.can_cast.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.can_cast.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.can_cast
-
+## [ 组合替代实现 ]torch.can_cast
### [torch.can_cast](https://pytorch.org/docs/stable/generated/torch.can_cast.html#torch-can-cast)
-
```python
torch.can_cast(from_, to)
```
@@ -11,7 +9,6 @@ torch.can_cast(from_, to)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch.can_cast(x, y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.chain_matmul.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.chain_matmul.md
index 597a5d120bf..b582094e892 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.chain_matmul.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.chain_matmul.md
@@ -1,5 +1,4 @@
## [ 组合替代实现 ]torch.chain_matmul
-
### [torch.chain_matmul](https://pytorch.org/docs/stable/generated/torch.chain_matmul.html?highlight=chain_matmul#torch.chain_matmul)
```python
torch.chain_matmul(*matrices, out=None)
@@ -7,7 +6,6 @@ torch.chain_matmul(*matrices, out=None)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = torch.chain_matmul(a, b, c)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.cuda.initial_seed.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.cuda.initial_seed.md
index 72257caa06e..44f22e1530b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.cuda.initial_seed.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.cuda.initial_seed.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.cuda.initial_seed
-
+## [ 组合替代实现 ]torch.cuda.initial_seed
### [torch.cuda.initial_seed](https://pytorch.org/docs/stable/generated/torch.cuda.initial_seed.html?highlight=torch+cuda+initial_seed#torch.cuda.initial_seed)
-
```python
torch.cuda.initial_seed()
```
@@ -9,7 +7,6 @@ torch.cuda.initial_seed()
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch.cuda.initial_seed()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.cuda.set_per_process_memory_fraction.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.cuda.set_per_process_memory_fraction.md
index 901523350b9..4a340e1428d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.cuda.set_per_process_memory_fraction.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.cuda.set_per_process_memory_fraction.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.cuda.set_per_process_memory_fraction
-
### [torch.cuda.set_per_process_memory_fraction](https://pytorch.org/docs/stable/generated/torch.cuda.set_per_process_memory_fraction.html)
-
```python
torch.cuda.set_per_process_memory_fraction(fraction, device=None)
```
@@ -9,7 +7,6 @@ torch.cuda.set_per_process_memory_fraction(fraction, device=None)
限制当前进程在指定 GPU 上最多能分配的显存比例，Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch.cuda.set_per_process_memory_fraction(0.5)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.detach.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.detach.md
index bd626be4a05..f8a01bed4bb 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.detach.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.detach.md
@@ -1,5 +1,4 @@
## [ 组合替代实现 ]torch.detach
-
### [torch.detach](https://pytorch.org/docs/stable/autograd.html#variable-deprecated)
```python
torch.detach(input)
@@ -9,8 +8,7 @@ torch.detach(input)
PaddlePaddle 目前无对应 API，可使用如下代码组合实现该 API。
-### 转写示例
-
+### 转写示例
```python
# PyTorch 写法
torch.detach(input=data)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.distributed.Backend.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.distributed.Backend.md
index 050d42e5152..1e80be6032d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.distributed.Backend.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.distributed.Backend.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.distributed.Backend
-
+## [ 组合替代实现 ]torch.distributed.Backend
### [torch.distributed.Backend](https://pytorch.org/docs/stable/distributed.html#torch.distributed.Backend)
-
```python
torch.distributed.Backend(name)
```
@@ -9,7 +7,6 @@ torch.distributed.Backend(name)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch.distributed.Backend("GLOO")
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.distributions.transforms.PositiveDefiniteTransform.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.distributions.transforms.PositiveDefiniteTransform.md
index 81ae4faa845..657f4a31b3e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.distributions.transforms.PositiveDefiniteTransform.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.distributions.transforms.PositiveDefiniteTransform.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.distributions.transforms.PositiveDefiniteTransform
-
### [torch.distributions.transforms.PositiveDefiniteTransform](https://pytorch.org/docs/stable/distributions.html#module-torch.distributions.transforms)
-
```python
torch.distributions.transforms.PositiveDefiniteTransform(cache_size=0)
```
@@ -9,7 +7,6 @@ torch.distributions.transforms.PositiveDefiniteTransform(cache_size=0)
PaddlePaddle 目前无对应 API，可使用如下代码组合实现该 API。
### 转写示例
-
```python
# PyTorch 写法
y = PositiveDefiniteTransform()(tensor1)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.float_power.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.float_power.md
index cd8193ead20..9aa44ac92a8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.float_power.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.float_power.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.float_power
-
+## [ 组合替代实现 ]torch.float_power
### [torch.float_power](https://pytorch.org/docs/stable/generated/torch.float_power.html#torch-float-power)
-
```python
torch.float_power(input, exponent, *, out=None)
```
@@ -9,7 +7,6 @@ torch.float_power(input, exponent, *, out=None)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch.float_power(x, y)
@@ -19,7 +16,6 @@ paddle.pow(x.cast(paddle.float64), y)
```
#### out：指定输出
-
```python
# PyTorch 写法
torch.float_power(x, y, out=out)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.frombuffer.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.frombuffer.md
index 28ae185bd92..df7193073c1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.frombuffer.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.frombuffer.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.frombuffer
-
### [torch.frombuffer](https://pytorch.org/docs/stable/generated/torch.frombuffer.html)
-
```python
torch.frombuffer(buffer, *, dtype, count=-1, offset=0, requires_grad=False)
```
@@ -9,7 +7,6 @@ torch.frombuffer(buffer, *, dtype, count=-1, offset=0, requires_grad=False)
把 Python 缓冲区创建的的对象变成一维 Tensor，Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch.frombuffer(a, dtype=torch.int32)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.get_num_interop_threads.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.get_num_interop_threads.md
index ce9f90dd4e3..99d0a46354c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.get_num_interop_threads.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.get_num_interop_threads.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.get_num_interop_threads
-
### [torch.get_num_interop_threads](https://pytorch.org/docs/stable/generated/torch.get_num_interop_threads.html)
-
```python
torch.get_num_interop_threads()
```
@@ -9,7 +7,6 @@ torch.get_num_interop_threads()
返回 CPU 上用于操作间并行的线程数 (例如，在 JIT 解释器中)，Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch.get_num_interop_threads()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.get_num_threads.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.get_num_threads.md
index abf95f3b3c7..9467fbfcac6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.get_num_threads.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.get_num_threads.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.get_num_threads
-
### [torch.get_num_threads](https://pytorch.org/docs/stable/generated/torch.get_num_threads.html)
-
```python
torch.get_num_threads()
```
@@ -9,7 +7,6 @@ torch.get_num_threads()
返回用于并行化 CPU 操作的线程数，Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch.get_num_threads()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.histogram.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.histogram.md
index 45294871afb..c935d2a419e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.histogram.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.histogram.md
@@ -1,13 +1,10 @@
## [ 组合替代实现 ]torch.histogram
-
### [torch.histogram](https://pytorch.org/docs/stable/generated/torch.histogram.html#torch.histogram)
-
```python
torch.histogram(input, bins, *, range=None, weight=None, density=False, out=None)
```
### [paddle.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/histogram_cn.html)
-
```python
paddle.histogram(input, bins=100, min=0.0, max=0.0, weight=None, density=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.histogram(input, bins=100, min=0.0, max=0.0, weight=None, density=False,
其中 PyTorch 的 `range` 与 Paddle 用法不一致，需要转写；且返回参数 Tensor 数量不一致，需要通过 paddle.histogram 和 paddle.histogram_bin_edges 组合实现。具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -------------------------------------------------------------------------------------------------- |
| input | input | 输入 Tensor。 |
@@ -26,9 +22,7 @@ paddle.histogram(input, bins=100, min=0.0, max=0.0, weight=None, density=False,
| 返回值 | 返回值 | PyTorch 返回 hist 和 bin_edges，返回值 dtype 类型与 input 或 out 一致，paddle.histogram 返回 hist，返回值 dtype 类型为 int64 或 float32，paddle.histogram_bin_edges 返回 bin_edges，返回值 dtype 类型为 float32，需要转写。 |
### 转写示例
-
#### range 参数：bins 的范围
-
```python
# PyTorch 写法:
x = torch.tensor([1., 2, 1])
@@ -40,7 +34,6 @@ hist = paddle.histogram(x, bins=5, min=0., max=3.)
```
#### 返回值：数量
-
```python
# PyTorch 写法:
x = torch.tensor([1., 2, 1])
@@ -52,7 +45,6 @@ hist, bin_edges = paddle.histogram(x, bins=5), paddle.histogram_bin_edges(x, bin
```
#### 返回值：dtype 类型
-
```python
# PyTorch 写法:
x = torch.tensor([1., 2, 1])
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.index_copy.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.index_copy.md
index 8d69dc352a6..50e4bcfc8dc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.index_copy.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.index_copy.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.index_copy
-
### [torch.index_copy](https://pytorch.org/docs/stable/generated/torch.index_copy.html#torch.index_copy)
-
```python
torch.index_copy(input, dim, index, source, *, out=None)
```
@@ -9,7 +7,6 @@ torch.index_copy(input, dim, index, source, *, out=None)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法，dim=0
y = torch.index_copy(input, 0, index, source)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.inference_mode.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.inference_mode.md
index 73f7ef0bcfb..4aab12a3a42 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.inference_mode.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.inference_mode.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.inference_mode
-
### [torch.inference_mode](https://pytorch.org/docs/stable/generated/torch.inference_mode.html#torch.inference_mode)
-
```python
torch.inference_mode(mode=True)
```
@@ -9,7 +7,6 @@ torch.inference_mode(mode=True)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
@torch.inference_mode(False)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.initial_seed.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.initial_seed.md
index 325259b0869..d7cc9253237 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.initial_seed.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.initial_seed.md
@@ -1,5 +1,4 @@
## [ 组合替代实现 ]torch.initial_seed
-
### [torch.initial_seed](https://pytorch.org/docs/stable/generated/torch.initial_seed.html?highlight=initial_seed)
```python
torch.initial_seed()
@@ -9,7 +8,7 @@ torch.initial_seed()
PaddlePaddle 目前无对应 API，可使用如下代码组合实现该 API。
-### 转写示例
+### 转写示例
```python
# PyTorch 写法
torch.initial_seed()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.is_nonzero.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.is_nonzero.md
index b0a7fc00f5a..0e99e13d407 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.is_nonzero.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.is_nonzero.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.is_nonzero
-
### [torch.is_nonzero](https://pytorch.org/docs/stable/generated/torch.is_nonzero.html#torch.is_nonzero)
-
```python
torch.is_nonzero(input)
```
@@ -9,7 +7,6 @@ torch.is_nonzero(input)
用于判断单个元素是否为 `0` 或者 `False` ，当 `input` 的元素个数不为 1 时，抛出 `RuntimeError`; Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch.is_nonzero(x)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.is_pinned.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.is_pinned.md
index 806517e7a16..0895f688ce3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.is_pinned.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.is_pinned.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.Tensor.is_pinned
-
### [torch.Tensor.is_pinned](https://pytorch.org/docs/stable/generated/torch.Tensor.is_pinned.html?highlight=is_pinned#torch.Tensor.is_pinned)
-
```python
torch.Tensor.is_pinned()
```
@@ -9,7 +7,6 @@ torch.Tensor.is_pinned()
返回张量是否在固定内存上; Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = a.is_pinned(b)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.linalg.lu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.linalg.lu.md
index f2ca24122fe..78303fdefe8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.linalg.lu.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.linalg.lu.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.linalg.lu
-
### [torch.linalg.lu](https://pytorch.org/docs/stable/generated/torch.linalg.lu.html?highlight=torch+linalg+lu#torch.linalg.lu)
-
```python
torch.linalg.lu(A, *, pivot=True, out=None)
```
@@ -10,7 +8,6 @@ Paddle 无此 API，需要组合实现。
PyTorch 中 torch.linalg.lu 返回值为 (P, L, U)，Paddle 中 paddle.linalg.lu 返回值为(LU, P)，需要转写。
### 转写示例
-
```python
# PyTorch 写法
P, L, U = torch.linalg.lu(x)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.logaddexp2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.logaddexp2.md
index e02126936d3..11b38f5bd1d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.logaddexp2.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.logaddexp2.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.logaddexp2
-
### [torch.logaddexp2](https://pytorch.org/docs/stable/generated/torch.logaddexp2.html#torch.logaddexp2)
-
```python
torch.logaddexp2(input, other, *, out=None)
```
@@ -9,7 +7,6 @@ torch.logaddexp2(input, other, *, out=None)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = torch.logaddexp2(a, b)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.logdet.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.logdet.md
index 3cddb435338..440a3c2cb24 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.logdet.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.logdet.md
@@ -1,14 +1,11 @@
## [ 组合替代实现 ]torch.logdet
-
### [torch.logdet](https://pytorch.org/docs/stable/generated/torch.logdet.html#torch.logdet)
-
```python
torch.logdet(input)
```
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = torch.logdet(input)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.multiprocessing.cpu_count.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.multiprocessing.cpu_count.md
index 607f308e2cb..44ad0177590 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.multiprocessing.cpu_count.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.multiprocessing.cpu_count.md
@@ -1,5 +1,4 @@
## [ 组合替代实现 ]torch.multiprocessing.cpu_count
-
### [torch.multiprocessing.cpu_count](https://github.com/pytorch/pytorch/blob/main/torch/multiprocessing/__init__.py)
```python
torch.multiprocessing.cpu_count()
@@ -9,8 +8,7 @@ torch.multiprocessing.cpu_count()
PaddlePaddle 目前无对应 API，可使用如下代码组合实现该 API。
-### 转写示例
-
+### 转写示例
```python
# PyTorch 写法
torch.multiprocessing.cpu_count()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.narrow_copy.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.narrow_copy.md
index 3a63ef74e76..714764ad547 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.narrow_copy.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.narrow_copy.md
@@ -1,5 +1,4 @@
## [ 组合替代实现 ]torch.narrow_copy
-
### [torch.narrow_copy](https://pytorch.org/docs/stable/generated/torch.narrow_copy.html#torch.narrow_copy)
```python
torch.narrow_copy(input, dim, start, length, *, out=None)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.Module.get_buffer.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.Module.get_buffer.md
index 2e2a2103f7a..2d513bd48c1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.Module.get_buffer.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.Module.get_buffer.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.nn.Module.get_buffer
-
+## [ 组合替代实现 ]torch.nn.Module.get_buffer
### [torch.nn.Module.get_buffer](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_buffer)
-
```python
torch.nn.Module.get_buffer(target)
```
@@ -9,7 +7,6 @@ torch.nn.Module.get_buffer(target)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
module.get_buffer("target")
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.Module.get_parameter.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.Module.get_parameter.md
index 78c8f528a2e..93c960361de 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.Module.get_parameter.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.Module.get_parameter.md
@@ -1,4 +1,4 @@
-## [组合替代实现]torch.nn.Module.get_parameter
+## [ 组合替代实现 ]torch.nn.Module.get_parameter
### [torch.nn.Module.get_parameter](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_parameter)
@@ -9,7 +9,6 @@ torch.nn.Module.get_parameter(target)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
module.get_parameter("target")
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.Module.get_submodule.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.Module.get_submodule.md
index c36a6a183b0..10fb51bdca8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.Module.get_submodule.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.Module.get_submodule.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.nn.Module.get_submodule
-
+## [ 组合替代实现 ]torch.nn.Module.get_submodule
### [torch.nn.Module.get_submodule](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.get_submodule)
-
```python
torch.nn.Module.get_submodule(target)
```
@@ -9,7 +7,6 @@ torch.nn.Module.get_submodule(target)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
module.get_submodule("target")
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.Softmin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.Softmin.md
index a1a5f48c48d..c63819aecbf 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.Softmin.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.Softmin.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.nn.Softmin
-
### [torch.nn.Softmin](https://pytorch.org/docs/stable/generated/torch.nn.Softmin.html#softmin)
-
```python
torch.nn.Softmin(dim=None)
```
@@ -9,7 +7,6 @@ torch.nn.Softmin(dim=None)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
module = torch.nn.Softmin(dim=1)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.functional._Reduction.get_enum.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.functional._Reduction.get_enum.md
index c208f1d7ff9..da06ef7e9b6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.functional._Reduction.get_enum.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.functional._Reduction.get_enum.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.nn.functional._Reduction.get_enum
-
+## [ 组合替代实现 ]torch.nn.functional._Reduction.get_enum
### [torch.nn.functional._Reduction.get_enum](https://github.com/pytorch/pytorch/blob/3045b16488f14c9d941d33d63417e6ea52fb2544/torch/nn/_reduction.py#L7)
-
```python
torch.nn.functional._Reduction.get_enum(reduction)
```
@@ -9,7 +7,6 @@ torch.nn.functional._Reduction.get_enum(reduction)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch.nn.functional._Reduction.get_enum(reduction)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.functional.softmin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.functional.softmin.md
index 76e307b7b1a..905a9bf86e2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.functional.softmin.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.functional.softmin.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.nn.functional.softmin
-
### [torch.nn.functional.softmin](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmin.html#torch.nn.functional.softmin)
-
```python
torch.nn.functional.softmin(input, dim=None, _stacklevel=3, dtype=None)
```
@@ -9,7 +7,6 @@ torch.nn.functional.softmin(input, dim=None, _stacklevel=3, dtype=None)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch.nn.functional.softmin(input, dim=1)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.modules.module.register_module_forward_hook.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.modules.module.register_module_forward_hook.md
index 4544be7b9dd..cc3b14da4a4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.modules.module.register_module_forward_hook.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.modules.module.register_module_forward_hook.md
@@ -1,26 +1,22 @@
## [ 组合替代实现 ]torch.nn.modules.module.register_module_forward_hook
### [torch.nn.modules.module.register_module_forward_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_forward_hook.html)
-
```python
torch.nn.modules.module.register_module_forward_hook(hook, *, always_call=False)
```
### [paddle.nn.Layer.register_forward_post_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-post-hook-hook)
-
```python
paddle.nn.Layer.register_forward_post_hook(hook)
```
其中，PyTorch 为给全局所有 module 注册 hook,而 Paddle 为给单个 Layer 注册 hook。PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| hook | hook | 被注册为 forward post-hook 的函数。 |
| always_call | - | 是否强制调用钩子，Paddle 无此参数，一般对训练结果影响不大，可直接删除。 |
### 转写示例
-
```python
# PyTorch 写法
Linear = torch.nn.Linear(2, 4)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.modules.module.register_module_forward_pre_hook.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.modules.module.register_module_forward_pre_hook.md
index ebff2a16c1c..35a1c39ca51 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.modules.module.register_module_forward_pre_hook.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.modules.module.register_module_forward_pre_hook.md
@@ -1,13 +1,10 @@
## [ 组合替代实现 ]torch.nn.modules.module.register_module_forward_pre_hook
-
### [torch.nn.modules.module.register_module_forward_pre_hook](https://pytorch.org/docs/stable/generated/torch.nn.modules.module.register_module_forward_pre_hook.html)
-
```python
torch.nn.modules.module.register_module_forward_pre_hook(hook)
```
### [paddle.nn.Layer.register_forward_pre_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-pre-hook-hook)
-
```python
paddle.nn.Layer.register_forward_pre_hook(hook)
```
@@ -15,13 +12,11 @@ paddle.nn.Layer.register_forward_pre_hook(hook)
其中，PyTorch 为给全局所有 module 注册 hook,而 Paddle 为给单个 Layer 注册 hook, 具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
|---------|--------------|-----------------------------------------------------------------------------------------------|
| hook | hook | 被注册为 forward pre-hook 的函数。 |
### 转写示例
-
```python
# PyTorch 写法
Linear = torch.nn.Linear(2, 4)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.modules.utils._ntuple.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.modules.utils._ntuple.md
index 112df6f386c..cf98de579ed 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.modules.utils._ntuple.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.modules.utils._ntuple.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.nn.modules.utils._ntuple
-
### [torch.nn.modules.utils._ntuple](https://github.com/pytorch/pytorch/blob/1f4d4d3b7836d38d936a21665e6b2ab0b39d7092/torch/nn/modules/utils.py#L8)
-
```python
torch.nn.modules.utils._ntuple(n, name="parse")
```
@@ -9,7 +7,6 @@ torch.nn.modules.utils._ntuple(n, name="parse")
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch.nn.modules.utils._ntuple(2, name="parse")
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.modules.utils._pair.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.modules.utils._pair.md
index 439b5b1afcb..ba966f0d6b4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.modules.utils._pair.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.nn.modules.utils._pair.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.nn.modules.utils._pair
-
### [torch.nn.modules.utils._pair](https://github.com/pytorch/pytorch/blob/1f4d4d3b7836d38d936a21665e6b2ab0b39d7092/torch/nn/modules/utils.py#L198)
-
```python
torch.nn.modules.utils._pair(x)
```
@@ -9,7 +7,6 @@ torch.nn.modules.utils._pair(x)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch.nn.modules.utils._pair(x)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.ConstantLR.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.ConstantLR.md
index 005ed097f24..5471c14e2e1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.ConstantLR.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.ConstantLR.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.optim.lr_scheduler.ConstantLR
-
### [torch.optim.lr_scheduler.ConstantLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ConstantLR.html)
-
```python
torch.optim.lr_scheduler.ConstantLR(optimizer,
factor=0.3333333333333333,
@@ -11,7 +9,6 @@ torch.optim.lr_scheduler.ConstantLR(optimizer,
```
### [paddle.optimizer.lr.PiecewiseDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/PiecewiseDecay_cn.html)
-
```python
paddle.optimizer.lr.PiecewiseDecay(boundaries,
values,
@@ -22,7 +19,6 @@ paddle.optimizer.lr.PiecewiseDecay(boundaries,
两者 API 功能一致, 参数用法不一致，PyTorch 是 Scheduler 实例持有 Optimizer 实例，Paddle 是 Optimizer 实例持有 Scheduler 实例。由于持有关系相反，因此 Paddle 使用 Optimizer.set_lr_scheduler 来设置这种持有关系。具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------------------------------------ |
| optimizer | - | torch.optim.Optimizer 类，Paddle 无此参数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.CosineAnnealingLR.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.CosineAnnealingLR.md
index ca13c34fac1..633bb8b3ec9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.CosineAnnealingLR.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.CosineAnnealingLR.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.optim.lr_scheduler.CosineAnnealingLR
-
### [torch.optim.lr_scheduler.CosineAnnealingLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CosineAnnealingLR.html)
-
```python
torch.optim.lr_scheduler.CosineAnnealingLR(optimizer,
T_max,
@@ -11,7 +9,6 @@ torch.optim.lr_scheduler.CosineAnnealingLR(optimizer,
```
### [paddle.optimizer.lr.CosineAnnealingDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/CosineAnnealingDecay_cn.html)
-
```python
paddle.optimizer.lr.CosineAnnealingDecay(learning_rate,
T_max,
@@ -23,7 +20,6 @@ paddle.optimizer.lr.CosineAnnealingDecay(learning_rate,
两者 API 功能一致, 参数用法不一致，PyTorch 是 Scheduler 实例持有 Optimizer 实例，Paddle 是 Optimizer 实例持有 Scheduler 实例。由于持有关系相反，因此 Paddle 使用 Optimizer.set_lr_scheduler 来设置这种持有关系。具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------------------------------------ |
| optimizer | learning_rate | PyTorch 的 optimizer 类型是 torch.optim.Optimizer，Paddle 的 learning_rate 类型是 float，两者功能上不直接一致，但可通过设置 leaning_rate = optimizer.get_lr() 来对应一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.CosineAnnealingWarmRestarts.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.CosineAnnealingWarmRestarts.md
index 3b9af32bebe..c05f1faeeb6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.CosineAnnealingWarmRestarts.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.CosineAnnealingWarmRestarts.md
@@ -1,13 +1,10 @@
## [ 组合替代实现 ]torch.optim.lr_scheduler.CosineAnnealingWarmRestarts
-
### [torch.optim.lr_scheduler.CosineAnnealingWarmRestarts](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CosineAnnealingWarmRestarts.html)
-
```python
torch.optim.lr_scheduler.CosineAnnealingWarmRestarts(optimizer, T_0, T_mult=1, eta_min=0, last_epoch=-1, verbose=False)
```
### [paddle.optimizer.lr.CosineAnnealingWarmRestarts](https://github.com/PaddlePaddle/Paddle/blob/d6ea911bd1bfda5604807eeb18318e71b395ac58/python/paddle/optimizer/lr.py#L2371)
-
```python
paddle.optimizer.lr.CosineAnnealingWarmRestarts(learning_rate,
T_0,
@@ -20,7 +17,6 @@ paddle.optimizer.lr.CosineAnnealingWarmRestarts(learning_rate,
两者 API 功能一致, 参数用法不一致，PyTorch 是 Scheduler 实例持有 Optimizer 实例，Paddle 是 Optimizer 实例持有 Scheduler 实例。由于持有关系相反，因此 Paddle 使用 Optimizer.set_lr_scheduler 来设置这种持有关系。具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| optimizer | learning_rate | PyTorch 的 optimizer 类型是 torch.optim.Optimizer，Paddle 的 learning_rate 类型是 float，两者功能上不直接一致，但可通过设置 leaning_rate = optimizer.get_lr() 来对应一致。 |
@@ -31,7 +27,6 @@ paddle.optimizer.lr.CosineAnnealingWarmRestarts(learning_rate,
| verbose | verbose | 如果是 True，则在每一轮更新时在标准输出 stdout 输出一条信息。 |
### 转写示例
-
```python
# PyTorch 写法
linear = torch.nn.Linear(10, 10)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.CyclicLR.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.CyclicLR.md
index b8fdf35685a..6ab201aac62 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.CyclicLR.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.CyclicLR.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.optim.lr_scheduler.CyclicLR
-
### [torch.optim.lr_scheduler.CyclicLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.CyclicLR.html)
-
```python
torch.optim.lr_scheduler.CyclicLR(optimizer,
base_lr,
@@ -20,7 +18,6 @@ torch.optim.lr_scheduler.CyclicLR(optimizer,
```
### [paddle.optimizer.lr.CyclicLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/CyclicLR_cn.html)
-
```python
paddle.optimizer.lr.CyclicLR(base_learning_rate,
max_learning_rate,
@@ -37,7 +34,6 @@ paddle.optimizer.lr.CyclicLR(base_learning_rate,
两者 API 功能一致, 参数用法不一致，PyTorch 是 Scheduler 实例持有 Optimizer 实例，Paddle 是 Optimizer 实例持有 Scheduler 实例。由于持有关系相反，因此 Paddle 使用 Optimizer.set_lr_scheduler 来设置这种持有关系。具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------------------------------------ |
| optimizer | - | PyTorch 的是 torch.optim.Optimizer 类，Paddle 无对应参数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.ExponentialLR.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.ExponentialLR.md
index 56ccd1b61a2..68d80bdd33c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.ExponentialLR.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.ExponentialLR.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.optim.lr_scheduler.ExponentialLR
-
### [torch.optim.lr_scheduler.ExponentialLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ExponentialLR.html)
-
```python
torch.optim.lr_scheduler.ExponentialLR(optimizer,
gamma,
@@ -10,7 +8,6 @@ torch.optim.lr_scheduler.ExponentialLR(optimizer,
```
### [paddle.optimizer.lr.ExponentialDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/ExponentialDecay_cn.html)
-
```python
paddle.optimizer.lr.ExponentialDecay(learning_rate,
gamma,
@@ -21,7 +18,6 @@ paddle.optimizer.lr.ExponentialDecay(learning_rate,
两者 API 功能一致, 参数用法不一致，PyTorch 是 Scheduler 实例持有 Optimizer 实例，Paddle 是 Optimizer 实例持有 Scheduler 实例。由于持有关系相反，因此 Paddle 使用 Optimizer.set_lr_scheduler 来设置这种持有关系。具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------------------------------------ |
| optimizer | learning_rate | PyTorch 的 optimizer 类型是 torch.optim.Optimizer，Paddle 的 learning_rate 类型是 float，两者功能上不直接一致，但可通过设置 leaning_rate = optimizer.get_lr() 来对应一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.LRScheduler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.LRScheduler.md
index acd60df95a9..bfda9215097 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.LRScheduler.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.LRScheduler.md
@@ -1,14 +1,11 @@
## [ 组合替代实现 ]torch.optim.lr_scheduler.LRScheduler
-
### [torch.optim.lr_scheduler.LRScheduler](https://docs.pytorch.org/docs/2.7/generated/torch.optim.lr_scheduler.LRScheduler.html#torch.optim.lr_scheduler.LRScheduler)
-
```python
torch.optim.lr_scheduler.LRScheduler(optimizer,
last_epoch=-1)
```
### [paddle.optimizer.lr.LRScheduler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LRScheduler_cn.html#lrscheduler)
-
```python
paddle.optimizer.lr.LRScheduler(learning_rate=0.1,
last_epoch=-1,
@@ -18,7 +15,6 @@ paddle.optimizer.lr.LRScheduler(learning_rate=0.1,
两者 API 功能一致, 参数用法不一致，PyTorch 是 Scheduler 实例持有 Optimizer 实例，Paddle 是 Optimizer 实例持有 Scheduler 实例。由于持有关系相反，因此 Paddle 使用 Optimizer.set_lr_scheduler 来设置这种持有关系。具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------------------------------------ |
| optimizer | learning_rate | PyTorch 的 optimizer 类型是 torch.optim.Optimizer，Paddle 的 learning_rate 类型是 float，两者功能上不直接一致，但可通过设置 leaning_rate = optimizer.get_lr() 来对应一致。 |
@@ -26,7 +22,6 @@ paddle.optimizer.lr.LRScheduler(learning_rate=0.1,
| - | verbose | 如果是 True，则在每一轮更新时在标准输出 stdout 输出一条信息。|
### 转写示例
-
```python
# PyTorch 写法
linear = torch.nn.Linear(10, 10)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.LambdaLR.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.LambdaLR.md
index 3a49270088e..ac24b2ceb38 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.LambdaLR.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.LambdaLR.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.optim.lr_scheduler.LambdaLR
-
### [torch.optim.lr_scheduler.LambdaLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.LambdaLR.html)
-
```python
torch.optim.lr_scheduler.LambdaLR(optimizer,
lr_lambda,
@@ -10,7 +8,6 @@ torch.optim.lr_scheduler.LambdaLR(optimizer,
```
### [paddle.optimizer.lr.LambdaDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LambdaDecay_cn.html)
-
```python
paddle.optimizer.lr.LambdaDecay(learning_rate,
lr_lambda,
@@ -21,7 +18,6 @@ paddle.optimizer.lr.LambdaDecay(learning_rate,
两者 API 功能一致, 参数用法不一致，PyTorch 是 Scheduler 实例持有 Optimizer 实例，Paddle 是 Optimizer 实例持有 Scheduler 实例。由于持有关系相反，因此 Paddle 使用 Optimizer.set_lr_scheduler 来设置这种持有关系。具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------------------------------------ |
| optimizer | learning_rate | PyTorch 的 optimizer 类型是 torch.optim.Optimizer，Paddle 的 learning_rate 类型是 float，两者功能上不直接一致，但可通过设置 leaning_rate = optimizer.get_lr() 来对应一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.LinearLR.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.LinearLR.md
index 18b78003bdb..22c014d90fa 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.LinearLR.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.LinearLR.md
@@ -1,13 +1,10 @@
## [ 组合替代实现 ]torch.optim.lr_scheduler.LinearLR
-
### [torch.optim.lr_scheduler.LinearLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.LinearLR.html)
-
```python
torch.optim.lr_scheduler.LinearLR(optimizer, start_factor=0.3333333333333333, end_factor=1.0, total_iters=5, last_epoch=-1, verbose=False)
```
### [paddle.optimizer.lr.LinearLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/LinearLR_cn.html#linearlr)
-
```python
paddle.optimizer.lr.LinearLR(learning_rate, total_steps, start_factor=1. / 3, end_factor=1.0, last_epoch=- 1, verbose=False)
```
@@ -15,7 +12,6 @@ paddle.optimizer.lr.LinearLR(learning_rate, total_steps, start_factor=1. / 3, en
两者 API 功能一致, 参数用法不一致，PyTorch 是 Scheduler 实例持有 Optimizer 实例，Paddle 是 Optimizer 实例持有 Scheduler 实例。由于持有关系相反，因此 Paddle 使用 Optimizer.set_lr_scheduler 来设置这种持有关系。具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| optimizer | learning_rate | PyTorch 的 optimizer 类型是 torch.optim.Optimizer，Paddle 的 learning_rate 类型是 float，两者功能上不直接一致，但可通过设置 leaning_rate = optimizer.get_lr() 来对应一致。 |
@@ -26,7 +22,6 @@ paddle.optimizer.lr.LinearLR(learning_rate, total_steps, start_factor=1. / 3, en
| verbose | verbose | 如果是 True，则在每一轮更新时在标准输出 stdout 输出一条信息。 |
### 转写示例
-
```python
# PyTorch 写法
linear = torch.nn.Linear(10, 10)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.MultiStepLR.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.MultiStepLR.md
index a64d1ab1074..90631eb4f18 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.MultiStepLR.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.MultiStepLR.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.optim.lr_scheduler.MultiStepLR
-
### [torch.optim.lr_scheduler.MultiStepLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.MultiStepLR.html)
-
```python
torch.optim.lr_scheduler.MultiStepLR(optimizer,
milestones,
@@ -11,7 +9,6 @@ torch.optim.lr_scheduler.MultiStepLR(optimizer,
```
### [paddle.optimizer.lr.MultiStepDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/MultiStepDecay_cn.html)
-
```python
paddle.optimizer.lr.MultiStepDecay(learning_rate,
milestones,
@@ -23,7 +20,6 @@ paddle.optimizer.lr.MultiStepDecay(learning_rate,
两者 API 功能一致, 参数用法不一致，PyTorch 是 Scheduler 实例持有 Optimizer 实例，Paddle 是 Optimizer 实例持有 Scheduler 实例。由于持有关系相反，因此 Paddle 使用 Optimizer.set_lr_scheduler 来设置这种持有关系。具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------------------------------------ |
| optimizer | learning_rate | PyTorch 的 optimizer 类型是 torch.optim.Optimizer，Paddle 的 learning_rate 类型是 float，两者功能上不直接一致，但可通过设置 leaning_rate = optimizer.get_lr() 来对应一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.MultiplicativeLR.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.MultiplicativeLR.md
index 67be341fa93..597d02d864c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.MultiplicativeLR.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.MultiplicativeLR.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.optim.lr_scheduler.MultiplicativeLR
-
### [torch.optim.lr_scheduler.MultiplicativeLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.MultiplicativeLR.html)
-
```python
torch.optim.lr_scheduler.MultiplicativeLR(optimizer,
lr_lambda,
@@ -10,7 +8,6 @@ torch.optim.lr_scheduler.MultiplicativeLR(optimizer,
```
### [paddle.optimizer.lr.MultiplicativeDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/MultiplicativeDecay_cn.html)
-
```python
paddle.optimizer.lr.MultiplicativeDecay(learning_rate,
lr_lambda,
@@ -21,7 +18,6 @@ paddle.optimizer.lr.MultiplicativeDecay(learning_rate,
两者 API 功能一致, 参数用法不一致，PyTorch 是 Scheduler 实例持有 Optimizer 实例，Paddle 是 Optimizer 实例持有 Scheduler 实例。由于持有关系相反，因此 Paddle 使用 Optimizer.set_lr_scheduler 来设置这种持有关系。具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------------------------------------ |
| optimizer | learning_rate | PyTorch 的 optimizer 类型是 torch.optim.Optimizer，Paddle 的 learning_rate 类型是 float，两者功能上不直接一致，但可通过设置 leaning_rate = optimizer.get_lr() 来对应一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.OneCycleLR.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.OneCycleLR.md
index df8dd484b08..920ce1eecfd 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.OneCycleLR.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.OneCycleLR.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.optim.lr_scheduler.OneCycleLR
-
### [torch.optim.lr_scheduler.OneCycleLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.OneCycleLR.html)
-
```python
torch.optim.lr_scheduler.OneCycleLR(optimizer,
max_lr,
@@ -21,7 +19,6 @@ torch.optim.lr_scheduler.OneCycleLR(optimizer,
```
### [paddle.optimizer.lr.OneCycleLR](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/OneCycleLR_cn.html)
-
```python
paddle.optimizer.lr.OneCycleLR(max_learning_rate,
total_steps,
@@ -37,7 +34,6 @@ paddle.optimizer.lr.OneCycleLR(max_learning_rate,
两者 API 功能一致, 参数用法不一致，PyTorch 是 Scheduler 实例持有 Optimizer 实例，Paddle 是 Optimizer 实例持有 Scheduler 实例。由于持有关系相反，因此 Paddle 使用 Optimizer.set_lr_scheduler 来设置这种持有关系。具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------------------------------------ |
| optimizer | - | PyTorch 的是 torch.optim.Optimizer 类，Paddle 无对应参数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.ReduceLROnPlateau.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.ReduceLROnPlateau.md
index d6e639bea88..e3a979d9759 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.ReduceLROnPlateau.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.ReduceLROnPlateau.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.optim.lr_scheduler.ReduceLROnPlateau
-
### [torch.optim.lr_scheduler.ReduceLROnPlateau](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.ReduceLROnPlateau.html)
-
```python
torch.optim.lr_scheduler.ReduceLROnPlateau(optimizer,
mode='min',
@@ -16,7 +14,6 @@ torch.optim.lr_scheduler.ReduceLROnPlateau(optimizer,
```
### [paddle.optimizer.lr.ReduceOnPlateau](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/ReduceOnPlateau_cn.html)
-
```python
paddle.optimizer.lr.ReduceOnPlateau(learning_rate,
mode='min',
@@ -33,7 +30,6 @@ paddle.optimizer.lr.ReduceOnPlateau(learning_rate,
两者 API 功能一致, 参数用法不一致，PyTorch 是 Scheduler 实例持有 Optimizer 实例，Paddle 是 Optimizer 实例持有 Scheduler 实例。由于持有关系相反，因此 Paddle 使用 Optimizer.set_lr_scheduler 来设置这种持有关系。具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------------------------------------ |
| optimizer | learning_rate | PyTorch 的 optimizer 类型是 torch.optim.Optimizer，Paddle 的 learning_rate 类型是 float，两者功能上不直接一致，但可通过设置 leaning_rate = optimizer.get_lr() 来对应一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.StepLR.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.StepLR.md
index 14c1537af22..e01d80f6da1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.StepLR.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.optim.lr_scheduler.StepLR.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.optim.lr_scheduler.StepLR
-
### [torch.optim.lr_scheduler.StepLR](https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.StepLR.html)
-
```python
torch.optim.lr_scheduler.StepLR(optimizer,
step_size,
@@ -11,7 +9,6 @@ torch.optim.lr_scheduler.StepLR(optimizer,
```
### [paddle.optimizer.lr.StepDecay](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/lr/StepDecay_cn.html)
-
```python
paddle.optimizer.lr.StepDecay(learning_rate,
step_size,
@@ -23,7 +20,6 @@ paddle.optimizer.lr.StepDecay(learning_rate,
两者 API 功能一致, 参数用法不一致，PyTorch 是 Scheduler 实例持有 Optimizer 实例，Paddle 是 Optimizer 实例持有 Scheduler 实例。由于持有关系相反，因此 Paddle 使用 Optimizer.set_lr_scheduler 来设置这种持有关系。具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------------------------------------ |
| optimizer | learning_rate | PyTorch 的 optimizer 类型是 torch.optim.Optimizer，Paddle 的 learning_rate 类型是 float，两者功能上不直接一致，但可通过设置 leaning_rate = optimizer.get_lr() 来对应一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.seed.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.seed.md
index 4ea864f3a79..0c55b3a307d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.seed.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.seed.md
@@ -1,5 +1,4 @@
## [ 组合替代实现 ]torch.seed
-
### [torch.seed](https://pytorch.org/docs/stable/generated/torch.seed.html#torch.seed)
```python
torch.seed()
@@ -9,7 +8,7 @@ torch.seed()
PaddlePaddle 目前无对应 API，可使用如下代码组合实现该 API。
-### 转写示例
+### 转写示例
```python
# PyTorch 写法
torch.seed()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.select.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.select.md
index f01ec665f40..9ab2d47badb 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.select.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.select.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.select
-
### [torch.select](https://pytorch.org/docs/stable/generated/torch.select.html#torch.select)
-
```python
torch.select(input, dim, index)
```
@@ -9,7 +7,6 @@ torch.select(input, dim, index)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = torch.select(a, dim=dim, index=index)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.set_num_interop_threads.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.set_num_interop_threads.md
index 89d9062d239..68dc746b956 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.set_num_interop_threads.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.set_num_interop_threads.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.set_num_interop_threads
-
### [torch.set_num_interop_threads](https://pytorch.org/docs/stable/generated/torch.set_num_interop_threads.html)
-
```python
torch.set_num_interop_threads()
```
@@ -9,7 +7,6 @@ torch.set_num_interop_threads()
设置 CPU 上用于操作间并行的线程数 (例如，在 JIT 解释器中)，Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch.set_num_interop_threads(2)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.set_num_threads.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.set_num_threads.md
index f3f51e5dc6b..d17d52b9079 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.set_num_threads.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.set_num_threads.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.set_num_threads
-
### [torch.set_num_threads](https://pytorch.org/docs/stable/generated/torch.set_num_threads.html)
-
```python
torch.set_num_threads(int)
```
@@ -9,7 +7,6 @@ torch.set_num_threads(int)
设置用于 CPU 上的内部操作并行性的线程数，Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch.set_num_threads(2)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.erfc.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.erfc.md
index 9d3e2772255..8ca40c19614 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.erfc.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.erfc.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.special.erfc
-
+## [ 组合替代实现 ]torch.special.erfc
### [torch.special.erfc](https://pytorch.org/docs/stable/special.html#torch.special.erfc)
-
```python
torch.special.erfc(input, *, out=None)
```
@@ -9,7 +7,6 @@ torch.special.erfc(input, *, out=None)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = torch.special.erfc(x)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.erfcx.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.erfcx.md
index 501297330f0..896c604625f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.erfcx.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.erfcx.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.special.erfcx
-
### [torch.special.erfcx](https://pytorch.org/docs/stable/special.html#torch.special.erfcx)
-
```python
torch.special.erfcx(input, *, out=None)
```
@@ -9,7 +7,6 @@ torch.special.erfcx(input, *, out=None)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = torch.special.erfcx(x)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.exp2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.exp2.md
index 8c24106a81c..0463fdc4f1a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.exp2.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.exp2.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.special.exp2
-
+## [ 组合替代实现 ]torch.special.exp2
### [torch.special.exp2](https://pytorch.org/docs/stable/special.html#torch.special.exp2)
-
```python
torch.special.exp2(input, *, out=None)
```
@@ -9,7 +7,6 @@ torch.special.exp2(input, *, out=None)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = torch.special.exp2(x)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.expit.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.expit.md
index 2264c97e846..15e1cabf085 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.expit.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.expit.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.special.expit
-
+## [ 组合替代实现 ]torch.special.expit
### [torch.special.expit](https://pytorch.org/docs/stable/special.html#torch.special.expit)
-
```python
torch.special.expit(input, *, out=None)
```
@@ -9,7 +7,6 @@ torch.special.expit(input, *, out=None)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = torch.special.expit(x)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.ndtr.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.ndtr.md
index 9c250a52154..2c48afca91f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.ndtr.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.ndtr.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.special.ndtr
-
### [torch.special.ndtr](https://pytorch.org/docs/stable/special.html#torch.special.ndtr)
-
```python
torch.special.ndtr(input, *, out=None)
```
@@ -14,7 +12,6 @@ $$
$$
### 转写示例
-
```python
# PyTorch 写法
torch.special.ndtr(a)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.ndtri.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.ndtri.md
index 2a6c8c7c66f..ef28ba5e579 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.ndtri.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.ndtri.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.special.ndtri
-
### [torch.special.ndtri](https://pytorch.org/docs/stable/special.html#torch.special.ndtri)
-
```python
torch.special.ndtri(input, *, out=None)
```
@@ -9,7 +7,6 @@ torch.special.ndtri(input, *, out=None)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = torch.special.ndtri(a)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.xlog1py.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.xlog1py.md
index 975eb13c9a2..74a17d264fd 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.xlog1py.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.xlog1py.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.special.xlog1py
-
### [torch.special.xlog1py](https://pytorch.org/docs/stable/special.html#torch.special.xlog1py)
-
```python
torch.special.xlog1py(input, other, *, out=None)
```
@@ -9,7 +7,6 @@ torch.special.xlog1py(input, other, *, out=None)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = torch.special.xlog1py(a, b)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.xlogy.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.xlogy.md
index 1473d9ec4b6..3d5f1aa19f3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.xlogy.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.special.xlogy.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.special.xlogy
-
### [torch.special.xlogy](https://pytorch.org/docs/stable/special.html#torch.special.xlogy)
-
```python
torch.special.xlogy(input, other, *, out=None)
```
@@ -9,7 +7,6 @@ torch.special.xlogy(input, other, *, out=None)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
y = torch.special.xlogy(a, b)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.std_mean.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.std_mean.md
index 16f62ca4a0f..8754ef4059c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.std_mean.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.std_mean.md
@@ -1,5 +1,4 @@
## [ 组合替代实现 ]torch.std_mean
-
### [torch.std_mean](https://pytorch.org/docs/stable/generated/torch.std_mean.html?highlight=std_mean#torch.std_mean)
```python
# 用法一：
@@ -8,8 +7,7 @@ torch.std_mean(input, unbiased=True)
torch.std_mean(input, dim, unbiased=True, keepdim=False)
```
-### 功能介绍
-用于实现返回 Tensor 的标准差和均值，PaddlePaddle 目前暂无对应 API，可使用如下代码组合实现该 API。
+### 功能介绍用于实现返回 Tensor 的标准差和均值，PaddlePaddle 目前暂无对应 API，可使用如下代码组合实现该 API。
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.testing.assert_allclose.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.testing.assert_allclose.md
index 60bb3acd66f..04acf4c9807 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.testing.assert_allclose.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.testing.assert_allclose.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.testing.assert_allclose
-
### [torch.testing.assert_allclose](https://pytorch.org/docs/stable/testing.html?highlight=torch+testing+assert_allclose#torch.testing.assert_allclose)
-
```python
torch.testing.assert_allclose(actual, expected, rtol=None, atol=None, equal_nan=True, msg='')
```
@@ -9,7 +7,6 @@ torch.testing.assert_allclose(actual, expected, rtol=None, atol=None, equal_nan=
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch.testing.assert_allclose(actual, expected, rtol=rtol, atol=atol, equal_nan=True, msg='error messege')
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.testing.assert_close.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.testing.assert_close.md
index 2bda0c77c58..b1dbc17388f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.testing.assert_close.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.testing.assert_close.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.testing.assert_close
-
### [torch.testing.assert_close](https://pytorch.org/docs/stable/testing.html?highlight=assert_close#torch.testing.assert_close)
-
```python
torch.testing.assert_close(actual, expected, *, allow_subclasses=True, rtol=None, atol=None, equal_nan=False, check_device=True, check_dtype=True, check_layout=True, check_stride=False, msg=None)
```
@@ -9,7 +7,6 @@ torch.testing.assert_close(actual, expected, *, allow_subclasses=True, rtol=None
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch.testing.assert_close(actual, expected, rtol=rtol, atol=atol, equal_nan=True, msg='error messege')
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.testing.make_tensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.testing.make_tensor.md
index e3da2f9808a..b6e00ec2f29 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.testing.make_tensor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.testing.make_tensor.md
@@ -1,7 +1,5 @@
## [ 组合替代实现 ]torch.testing.make_tensor
-
### [torch.testing.make_tensor](https://pytorch.org/docs/stable/testing.html#torch.testing.make_tensor)
-
```python
torch.testing.make_tensor(*shape, dtype, device, low=None, high=None, requires_grad=False, noncontiguous=False, exclude_zero=False, memory_format=None)
```
@@ -9,7 +7,6 @@ torch.testing.make_tensor(*shape, dtype, device, low=None, high=None, requires_g
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
x = torch.testing.make_tensor(shape, dtype, device, low=low, high=high, requires_grad=True)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.utils.set_module.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.utils.set_module.md
index 27b123715b0..fdc8f3ce9b0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.utils.set_module.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.utils.set_module.md
@@ -1,7 +1,5 @@
-## [组合替代实现]torch.utils.set_module
-
+## [ 组合替代实现 ]torch.utils.set_module
### [torch.utils.set_module](https://docs.pytorch.org/docs/stable/generated/torch.utils.set_module.html#torch-utils-set-module)
-
```python
torch.utils.set_module(obj, mod)
```
@@ -9,7 +7,6 @@ torch.utils.set_module(obj, mod)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# PyTorch 写法
torch.utils.set_module(obj, mod)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.var_mean.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.var_mean.md
index 80adbd7f222..f23595e41b7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.var_mean.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/torch.var_mean.md
@@ -1,5 +1,4 @@
## [ 组合替代实现 ]torch.var_mean
-
### [torch.var_mean](https://pytorch.org/docs/stable/generated/torch.var_mean.html?highlight=var_mean#torch.var_mean)
```python
# 用法一：
@@ -12,8 +11,7 @@ torch.var_mean(input,
unbiased=True)
```
-### 功能介绍
-用于实现返回 Tensor 的方差和均值，PaddlePaddle 目前暂无对应 API，可使用如下代码组合实现该 API。
+### 功能介绍用于实现返回 Tensor 的方差和均值，PaddlePaddle 目前暂无对应 API，可使用如下代码组合实现该 API。
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.PreTrainedModel.get_head_mask.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.PreTrainedModel.get_head_mask.md
index ce7cf85534b..b81d28d2cfc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.PreTrainedModel.get_head_mask.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.PreTrainedModel.get_head_mask.md
@@ -1,7 +1,5 @@
-## [组合替代实现]transformers.PreTrainedModel.get_head_mask
-
+## [ 组合替代实现 ]transformers.PreTrainedModel.get_head_mask
### [transformers.PreTrainedModel.get_head_mask](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.modeling_utils.ModuleUtilsMixin.get_head_mask)
-
```python
transformers.PreTrainedModel.get_head_mask(head_mask: Optional, num_hidden_layers: int, is_attention_chunked: bool = False)
```
@@ -9,7 +7,6 @@ transformers.PreTrainedModel.get_head_mask(head_mask: Optional, num_hidden_layer
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# Pytorch 写法
head_mask_output = transformers.PreTrainedModel.get_head_mask(head_mask = x, num_hidden_layers, is_attention_chunked)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.PreTrainedModel.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.PreTrainedModel.md
index b126511b791..69e7da52ae0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.PreTrainedModel.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.PreTrainedModel.md
@@ -1,13 +1,10 @@
-## [组合替代实现]transformers.PreTrainedModel
-
+## [ 组合替代实现 ]transformers.PreTrainedModel
### [transformers.PreTrainedModel](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.PreTrainedModel)
-
```python
transformers.PreTrainedModel(config: PretrainedConfig, *inputs, **kwargs)
```
### [paddlenlp.transformers.PreTrainedModel](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_utils.py#L843)
-
```python
paddlenlp.transformers.PreTrainedModel(*args, **kwargs)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.PreTrainedModel.post_init.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.PreTrainedModel.post_init.md
index 269fd206435..1ebeb671737 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.PreTrainedModel.post_init.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.PreTrainedModel.post_init.md
@@ -1,7 +1,5 @@
-## [组合替代实现]transformers.PreTrainedModel.post_init
-
+## [ 组合替代实现 ]transformers.PreTrainedModel.post_init
### [transformers.PreTrainedModel.post_init](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/model#transformers.PreTrainedModel.post_init)
-
```python
transformers.PreTrainedModel.post_init()
```
@@ -9,7 +7,6 @@ transformers.PreTrainedModel.post_init()
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# Pytorch 写法
model.post_init()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.logging.get_logger.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.logging.get_logger.md
index 8fab7969d61..9d9fc85bf22 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.logging.get_logger.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/composite_implement/transformers.logging.get_logger.md
@@ -1,7 +1,5 @@
-## [组合替代实现]transformers.logging.get_logger
-
+## [ 组合替代实现 ]transformers.logging.get_logger
### [transformers.logging.get_logger](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/utils/logging.py#L147)
-
```python
transformers.logging.get_logger(name: Optional[str] = None)
```
@@ -9,7 +7,6 @@ transformers.logging.get_logger(name: Optional[str] = None)
Paddle 无此 API，需要组合实现。
### 转写示例
-
```python
# Pytorch 写法
transformers.logging.get_logger()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.copysign.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.copysign.md
index 4e8e53255a7..c1b6b593d0b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.copysign.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.copysign.md
@@ -1,13 +1,10 @@
-## [ 输入参数类型不一致 ] torch.Tensor.copysign
-
+## [ 输入参数类型不一致 ]torch.Tensor.copysign
### [torch.Tensor.copysign](https://pytorch.org/docs/stable/generated/torch.Tensor.copysign.html#torch.Tensor.copysign)
-
```python
torch.Tensor.copysign(other)
```
### [paddle.Tensor.copysign]()
-
```python
paddle.Tensor.copysign(y, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.copysign(y, name=None)
其中，PyTorch 与 Paddle 的 `other` 参数所支持类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------- |
| other | y | 表示输入的 Tensor ，PyTorch 支持 Python Number 和 Tensor 类型， Paddle 仅支持 Tensor 类型。当输入为 Python Number 类型时，需要转写。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.copysign_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.copysign_.md
index 4c664fb5918..3ea405920a9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.copysign_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.copysign_.md
@@ -1,13 +1,10 @@
-## [ 输入参数类型不一致 ] torch.Tensor.copysign_
-
+## [ 输入参数类型不一致 ]torch.Tensor.copysign_
### [torch.Tensor.copysign_](https://pytorch.org/docs/stable/generated/torch.Tensor.copysign_.html#torch.Tensor.copysign_)
-
```python
torch.Tensor.copysign_(other)
```
### [paddle.Tensor.copysign_]()
-
```python
paddle.Tensor.copysign_(y, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.copysign_(y, name=None)
其中，PyTorch 与 Paddle 的 `other` 参数所支持类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------- |
| other | y | 表示输入的 Tensor ，PyTorch 支持 Python Number 和 Tensor 类型， Paddle 仅支持 Tensor 类型。当输入为 Python Number 类型时，需要转写。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.cuda.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.cuda.md
index febf381d9b9..529a8b48020 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.cuda.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.cuda.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torch.Tensor.cuda
-
+## [ 输入参数类型不一致 ]torch.Tensor.cuda
### [torch.Tensor.cuda](https://pytorch.org/docs/stable/generated/torch.Tensor.cuda.html#torch.Tensor.cuda)
-
```python
torch.Tensor.cuda(device=None, non_blocking=False, memory_format=torch.preserve_format)
```
### [paddle.Tensor.cuda](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cuda-device-id-none-blocking-false)
-
```python
paddle.Tensor.cuda(device_id=None, blocking=False)
```
@@ -15,7 +12,6 @@ paddle.Tensor.cuda(device_id=None, blocking=False)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------------------------ |
| device | device_id | 目标 GPU 设备，输入参数类型不一致，需要转写。 |
@@ -24,9 +20,7 @@ paddle.Tensor.cuda(device_id=None, blocking=False)
### 转写示例
-
#### non_blocking: 同步或异步拷贝
-
```python
# PyTorch 写法
tensor.cuda(non_blocking=True)
@@ -36,7 +30,6 @@ tensor.cuda(blocking=False)
```
#### device: 目标 GPU 设备
-
```python
# PyTorch 写法
tensor.cuda("cuda:0")
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.eq_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.eq_.md
index e39735b417b..cf184c9f8a7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.eq_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.eq_.md
@@ -1,13 +1,10 @@
## [ 输入参数类型不一致 ]torch.Tensor.eq_
-
### [torch.Tensor.eq_](https://pytorch.org/docs/stable/generated/torch.Tensor.eq_.html)
-
```python
torch.Tensor.eq_(other)
```
### [paddle.Tensor.equal_]()
-
```python
paddle.Tensor.equal_(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.equal_(y)
其中，PyTorch 与 Paddle 的 `other` 参数所支持类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
|----------------------------------|------------------------------| ------------------------------------------------------ |
| other | y | 表示输入的 Tensor ，PyTorch 支持 Python Number 和 Tensor 类型， Paddle 仅支持 Tensor 类型。当输入为 Python Number 类型时，需要转写。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.floor_divide.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.floor_divide.md
index ba8ff51b7c5..11e379ed6cb 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.floor_divide.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.floor_divide.md
@@ -1,13 +1,10 @@
## [ 输入参数类型不一致 ]torch.Tensor.floor_divide
-
### [torch.Tensor.floor_divide](https://pytorch.org/docs/stable/generated/torch.Tensor.floor_divide.html?highlight=floor_divide#torch.Tensor.floor_divide)
-
```python
torch.Tensor.floor_divide(other)
```
### [paddle.Tensor.floor_divide](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#floor-divide-y-name-none)
-
```python
paddle.Tensor.floor_divide(y, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.floor_divide(y, name=None)
其中，PyTorch 与 Paddle 的 `other` 参数所支持类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------- |
| other | y | 多维 Tensor，PyTorch 支持 Tensor 和 Python Number，Paddle 仅支持 Tensor，需要转写。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.floor_divide_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.floor_divide_.md
index 594b9afff6d..9f0144ce829 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.floor_divide_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.floor_divide_.md
@@ -1,13 +1,10 @@
## [ 输入参数类型不一致 ]torch.Tensor.floor_divide_
-
### [torch.Tensor.floor_divide_](https://pytorch.org/docs/stable/generated/torch.Tensor.floor_divide_.html)
-
```python
torch.Tensor.floor_divide_(other)
```
### [paddle.Tensor.floor_divide_]()
-
```python
paddle.Tensor.floor_divide_(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.floor_divide_(y)
其中，PyTorch 与 Paddle 的 `other` 参数所支持类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------- |
| other | y | 多维 Tensor，PyTorch 支持 Tensor 和 Python Number，Paddle 仅支持 Tensor，需要转写。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.fmod.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.fmod.md
index e2e976205ca..0ac22c00744 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.fmod.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.fmod.md
@@ -1,13 +1,10 @@
## [ 输入参数类型不一致 ]torch.Tensor.fmod
-
### [torch.Tensor.fmod](https://pytorch.org/docs/stable/generated/torch.Tensor.fmod.html#torch.Tensor.fmod)
-
```python
torch.Tensor.fmod(other)
```
### [paddle.Tensor.mod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#mod-y-name-none)
-
```python
paddle.Tensor.mod(y, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.mod(y, name=None)
其中，PyTorch 与 Paddle 的 `other` 参数所支持类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------- |
| other | y | 多维 Tensor，PyTorch 支持 Tensor 和 Python Number，Paddle 仅支持 Tensor，需要转写。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.fmod_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.fmod_.md
index 9662f89b922..0ae1e8c41fe 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.fmod_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.fmod_.md
@@ -1,13 +1,10 @@
## [ 输入参数类型不一致 ]torch.Tensor.fmod_
-
### [torch.Tensor.fmod_](https://pytorch.org/docs/stable/generated/torch.Tensor.fmod_.html#torch.Tensor.fmod_)
-
```python
torch.Tensor.fmod_(other)
```
### [paddle.Tensor.mod_]()
-
```python
paddle.Tensor.mod_(y, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.mod_(y, name=None)
其中，PyTorch 与 Paddle 的 `other` 参数所支持类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------- |
| other | y | 多维 Tensor，PyTorch 支持 Tensor 和 Python Number，Paddle 仅支持 Tensor，需要转写。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ge_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ge_.md
index f1978890f34..a2ad9d73324 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ge_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ge_.md
@@ -1,13 +1,10 @@
## [ 输入参数类型不一致 ]torch.Tensor.ge_
-
### [torch.Tensor.ge_](https://pytorch.org/docs/stable/ge_nerated/torch.Tensor.ge_.html)
-
```python
torch.Tensor.ge_(other)
```
### [paddle.Tensor.greater_equal_]()
-
```python
paddle.Tensor.greater_equal_(y)
```
@@ -15,7 +12,6 @@ paddle.Tensor.greater_equal_(y)
其中，PyTorch 与 Paddle 的 `other` 参数所支持类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
|----------------------------------|------------------------------| ------------------------------------------------------ |
| other | y | 输入的 Tensor ，PyTorch 支持 Tensor 和 Python Number，Paddle 仅支持 Tensor，需要转写。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.gt_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.gt_.md
index 0059c977dab..5576e496e41 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.gt_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.gt_.md
@@ -1,20 +1,16 @@
## [ 输入参数类型不一致 ]torch.Tensor.gt_
-
### [torch.Tensor.gt_](https://pytorch.org/docs/stable/generated/torch.Tensor.gt_.html)
-
```python
torch.Tensor.gt_(other)
```
### [paddle.Tensor.greater_than_]()
-
```python
paddle.Tensor.greater_than_(y)
```
其中 Paddle 和 PyTorch 的 `other` 参数所支持的数据类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
|----------------------------------|------------------------------| ------------------------------------------------------ |
| other | y | 表示输入的 Tensor ，PyTorch 支持 Python Number 和 Tensor 类型， Paddle 仅支持 Tensor 类型。当输入为 Python Number 类型时，需要转写。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.le_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.le_.md
index 3a27a1e5c38..b8d558018e2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.le_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.le_.md
@@ -1,20 +1,16 @@
## [ 输入参数类型不一致 ]torch.Tensor.le_
-
### [torch.Tensor.le_](https://pytorch.org/docs/stable/generated/torch.Tensor.le_.html)
-
```python
torch.Tensor.le_(other)
```
### [paddle.Tensor.less_equal_]()
-
```python
paddle.Tensor.less_equal_(y)
```
其中 Paddle 和 PyTorch 的 `other` 参数所支持的数据类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
|----------------------------------|------------------------------| ------------------------------------------------------ |
| other | y | 表示输入的 Tensor ，PyTorch 支持 Python Number 和 Tensor 类型， Paddle 仅支持 Tensor 类型。当输入为 Python Number 类型时，需要转写。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.lt_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.lt_.md
index 02ea43b54c2..a958db5f094 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.lt_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.lt_.md
@@ -1,20 +1,16 @@
## [ 输入参数类型不一致 ]torch.Tensor.lt_
-
### [torch.Tensor.lt_](https://pytorch.org/docs/stable/generated/torch.Tensor.lt_.html)
-
```python
torch.Tensor.lt_(other)
```
### [paddle.Tensor.less_than_]()
-
```python
paddle.Tensor.less_than_(y)
```
其中 Paddle 和 PyTorch 的 `other` 参数所支持的数据类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
|----------------------------------|------------------------------| ------------------------------------------------------ |
| other | y | 表示输入的 Tensor ，PyTorch 支持 Python Number 和 Tensor 类型， Paddle 仅支持 Tensor 类型。当输入为 Python Number 类型时，需要转写。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ne_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ne_.md
index 7b63ba0e910..379e1374b1b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ne_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.ne_.md
@@ -1,12 +1,10 @@
-## [ 输入参数类型不一致 ] torch.Tensor.ne_
+## [ 输入参数类型不一致 ]torch.Tensor.ne_
### [torch.Tensor.ne_](https://pytorch.org/docs/stable/generated/torch.Tensor.ne_.html)
-
```python
torch.Tensor.ne_(other)
```
### [paddle.Tensor.not_equal_]()
-
```python
paddle.Tensor.not_equal_(y)
```
@@ -14,7 +12,6 @@ paddle.Tensor.not_equal_(y)
其中，Paddle 与 PyTorch 的 `other` 参数所支持类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ----------------------------------------------- |
| other | y | 比较的元素，PyTorch 支持 Tensor 和 Python Number，Paddle 仅支持 Tensor，需要转写。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.qr.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.qr.md
index eda48973fbe..73a1b2b2d77 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.qr.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.qr.md
@@ -1,13 +1,10 @@
-## [ 输入参数类型不一致 ] torch.Tensor.qr
-
+## [ 输入参数类型不一致 ]torch.Tensor.qr
### [torch.Tensor.qr](https://pytorch.org/docs/stable/generated/torch.Tensor.qr.html?highlight=torch+tensor+qr#torch.Tensor.qr)
-
```python
torch.Tensor.qr(some=True)
```
### [paddle.Tensor.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/qr_cn.html#qr)
-
```python
paddle.Tensor.qr(mode='reduced')
```
@@ -15,7 +12,6 @@ paddle.Tensor.qr(mode='reduced')
其中，PyTorch 的 `some` 和 PaddlePaddle 的 `mode` 参数所支持的数据类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
|---------|--------------|------------------------------------------------------------------------|
| some | mode | 表示 QR 分解的行为。PyTorch 支持布尔类型的输入，PaddlePaddle 支持字符串类型的输入。 两者使用方式不一致，需要转写。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.remainder_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.remainder_.md
index a099548e2fd..d50ce7cc908 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.remainder_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.remainder_.md
@@ -1,13 +1,10 @@
## [ 输入参数类型不一致 ]torch.Tensor.remainder_
-
### [torch.Tensor.remainder_](https://pytorch.org/docs/stable/generated/torch.Tensor.remainder_.html?highlight=torch+tensor+remainder_#torch.Tensor.remainder_)
-
```python
torch.Tensor.remainder_(other)
```
### [paddle.Tensor.remainder_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id15)
-
```python
paddle.Tensor.remainder_(y, name=None)
```
@@ -15,15 +12,12 @@ paddle.Tensor.remainder_(y, name=None)
其中 Paddle 与 PyTorch 运算除数参数所支持的类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| other | y | 除数，PyTorch 可为 Tensor or Scalar，Paddle 仅可为 Tensor，需要转写。 |
### 转写示例
-
#### other：除数为 Scalar
-
```python
# PyTorch 写法
x.remainder_(1)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.slice_scatter.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.slice_scatter.md
index 3a054ee20af..c84aeabd0ae 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.slice_scatter.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.Tensor.slice_scatter.md
@@ -1,13 +1,10 @@
## [ 输入参数类型不一致 ]torch.Tensor.slice_scatter
-
### [torch.Tensor.slice_scatter](https://pytorch.org/docs/stable/generated/torch.Tensor.slice_scatter.html#torch-tensor-slice-scatter)
-
```python
torch.Tensor.slice_scatter(src, dim=0, start=None, end=None, step=1)
```
### [paddle.Tensor.slice_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#slice_scatter-value-axes-starts-ends-strides-name-none)
-
```python
paddle.Tensor.slice_scatter(value, axes, starts, ends, strides, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.slice_scatter(value, axes, starts, ends, strides, name=None)
两者功能一致，参数不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| src | value | 嵌入的值，仅参数名不一致。 |
@@ -25,7 +21,6 @@ paddle.Tensor.slice_scatter(value, axes, starts, ends, strides, name=None)
| step | strides | 嵌入步长，PyTorch 为 int 类型，Paddle 为 list of int。 |
### 转写示例
-
```python
# PyTorch 写法
x.slice_scatter(src, dim=0, start=1, end=5, step=2)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.block_diag.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.block_diag.md
index e9b4c66468f..60bcdbdfff0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.block_diag.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.block_diag.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torch.block_diag
-
+## [ 输入参数类型不一致 ]torch.block_diag
### [torch.block_diag](https://pytorch.org/docs/stable/generated/torch.block_diag.html#torch-block-diag)
-
```python
torch.block_diag(*tensors)
```
### [paddle.block_diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/block_diag_cn.html)
-
```python
paddle.block_diag(inputs, name=None)
```
@@ -15,15 +12,12 @@ paddle.block_diag(inputs, name=None)
二者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | ------------------------------------------------------------ |
| *tensors | inputs | 一组输入 Tensor，PyTorch 参数 tensors 为可变参数，Paddle 参数 inputs 为 list(Tensor) 或 tuple(Tensor) 的形式。 |
### 转写示例
-
#### *tensors：一组输入 Tensor
-
```python
# PyTorch 写法
torch.block_diag(x, y, z)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.broadcast_tensors.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.broadcast_tensors.md
index 64b13289461..47e0f931459 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.broadcast_tensors.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.broadcast_tensors.md
@@ -1,13 +1,10 @@
## [ 输入参数类型不一致 ]torch.broadcast_tensors
-
### [torch.broadcast_tensors](https://pytorch.org/docs/stable/generated/torch.broadcast_tensors.html?highlight=broadcast_tensors#torch.broadcast_tensors)
-
```python
torch.broadcast_tensors(*tensors)
```
### [paddle.broadcast_tensors](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/broadcast_tensors_cn.html#broadcast-tensors)
-
```python
paddle.broadcast_tensors(input,
name=None)
@@ -15,7 +12,6 @@ paddle.broadcast_tensors(input,
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| *tensors | input | 一组输入 Tensor ， PyTorch 参数 tensors 为可变参, Paddle 参数 inputs 为 list(Tensor) 或 tuple(Tensor) 的形式。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cartesian_prod.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cartesian_prod.md
index dbcae71d453..5b58077b25a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cartesian_prod.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cartesian_prod.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torch.cartesian_prod
-
+## [ 输入参数类型不一致 ]torch.cartesian_prod
### [torch.cartesian_prod](https://pytorch.org/docs/stable/generated/torch.cartesian_prod.html#torch-cartesian-prod)
-
```python
torch.cartesian_prod(*tensors)
```
### [paddle.cartesian_prod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cartesian_prod_cn.html)
-
```python
paddle.cartesian_prod(x, name=None)
```
@@ -15,15 +12,12 @@ paddle.cartesian_prod(x, name=None)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | ------------------------------------------------------------ |
| *tensors | x | 一组输入 Tensor ， PyTorch 参数 tensors 为可变参, Paddle 参数 x 为 list(Tensor) 或 tuple(Tensor) 的形式。 |
### 转写示例
-
#### *tensors：一组输入 Tensor
-
```python
# PyTorch 写法
torch.cartesian_prod(a, b)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cpu.set_device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cpu.set_device.md
index 1d8a76ee9a3..94bf4c58591 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cpu.set_device.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cpu.set_device.md
@@ -1,20 +1,16 @@
## [ 输入参数类型不一致 ]torch.cpu.set_device
-
### [torch.cpu.set_device](https://pytorch.org/docs/stable/generated/torch.cpu.set_device.html)
-
```python
torch.cpu.set_device(device)
```
### [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/set_device_cn.html#set-device)
-
```python
paddle.device.set_device(device)
```
功能一致，参数类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ |------------------------------------------------|
| device | device | PyTorch 支持 torch.device 。PaddlePaddle 支持 str。 |
@@ -22,7 +18,6 @@ paddle.device.set_device(device)
### 转写示例
#### device: 特定的运行设备
-
```python
# PyTorch 写法
torch.cpu.set_device('cpu:0')
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.device.md
index 90fca7b96f0..66e59e56543 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.device.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.device.md
@@ -1,13 +1,10 @@
## [ 输入参数类型不一致 ]torch.cuda.device
-
### [torch.cuda.device](https://pytorch.org/docs/stable/generated/torch.cuda.device.html#torch.cuda.device)
-
```python
torch.cuda.device(device)
```
### [paddle.device._convert_to_place](https://github.com/PaddlePaddle/Paddle/blob/c8ccc9b154632ef41ade1b8e97b87d54fde7e8f8/python/paddle/device/__init__.py#L174)
-
```python
paddle.device._convert_to_place(device)
```
@@ -15,15 +12,12 @@ paddle.device._convert_to_place(device)
其中 PyTorch 与 Paddle 的参数支持类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -------------------------------------------------------------------------------- |
| device | device | GPU 的设备 ID, PyTorch 支持 torch.device 和 int，Paddle 支持 str，需要转写。 |
### 转写示例
-
#### device: 特定的运行设备
-
```python
# PyTorch 写法
torch.cuda.device('cuda:0')
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.set_rng_state_all.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.set_rng_state_all.md
index 314257f7727..41b1942e5ab 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.set_rng_state_all.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.set_rng_state_all.md
@@ -1,13 +1,10 @@
## [ 输入参数类型不一致 ]torch.cuda.set_rng_state_all
-
### [torch.cuda.set_rng_state_all](https://pytorch.org/docs/stable/generated/torch.cuda.set_rng_state_all.html#torch.cuda.set_rng_state_all)
-
```python
torch.cuda.set_rng_state_all(new_states)
```
### [paddle.set_rng_state]()
-
```python
paddle.set_rng_state(state_list, device='gpu')
```
@@ -15,16 +12,13 @@ paddle.set_rng_state(state_list, device='gpu')
其中 PyTorch 与 Paddle 的参数类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| new_states | state_list | 表示每个设备需要的状态，PyTorch 类型为 torch.ByteTensor 列表，Paddle 类型为 GeneratorState 列表，需要转写。 |
| - | device | 返回随机数生成器状态的设备，Paddle 取值 gpu。 |
### 转写示例
-
#### 参数类型不同
-
```python
# PyTorch 写法
x = torch.cuda.get_rng_state_all()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.synchronize.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.synchronize.md
index 26d7c2c45eb..7eac4e02fc8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.synchronize.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.cuda.synchronize.md
@@ -1,13 +1,10 @@
## [ 输入参数类型不一致 ]torch.cuda.synchronize
-
### [torch.cuda.synchronize](https://pytorch.org/docs/stable/generated/torch.cuda.synchronize.html#torch.cuda.synchronize)
-
```python
torch.cuda.synchronize(device)
```
### [paddle.device.synchronize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/synchronize_cn.html)
-
```python
paddle.device.synchronize(device)
```
@@ -15,14 +12,12 @@ paddle.device.synchronize(device)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ |-----------------------------------------------------------------------|
| device | device | PyTorch 支持 torch.device 和 int。 PaddlePaddle 支持 paddle.CUDAPlace、int 、str，需要转写 |
### 转写示例
#### device: 特定的运行设备
-
```python
# PyTorch 写法
torch.cuda.synchronize('cuda:0')
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.distributed.reduce_scatter_tensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.distributed.reduce_scatter_tensor.md
index ddfc77ed288..580866438a2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.distributed.reduce_scatter_tensor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.distributed.reduce_scatter_tensor.md
@@ -1,13 +1,10 @@
## [ 输入参数类型不一致 ]torch.distributed.reduce_scatter_tensor
-
### [torch.distributed.reduce_scatter_tensor](https://docs.pytorch.org/docs/stable/distributed.html#torch.distributed.reduce_scatter_tensor)
-
```python
torch.distributed.reduce_scatter_tensor(output, input, op=, group=None, async_op=False)
```
### [paddle.distributed.reduce_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_scatter_cn.html#reduce-scatter)
-
```python
paddle.distributed.reduce_scatter(tensor, tensor_list, op=ReduceOp.SUM, group=None, sync_op=True)
```
@@ -15,7 +12,6 @@ paddle.distributed.reduce_scatter(tensor, tensor_list, op=ReduceOp.SUM, group=No
其中 PyTorch 和 Paddle 功能一致，参数类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------ | ---------------------------------------------------------------------- |
| output | tensor | 用于接收数据的 tensor，仅参数名不一致。 |
@@ -25,9 +21,7 @@ paddle.distributed.reduce_scatter(tensor, tensor_list, op=ReduceOp.SUM, group=No
| async_op | sync_op | 该操作是否为异步或同步操作，PyTorch 和 Paddle 取值相反，需要转写。 |
### 转写示例
-
#### input 参数：输入的张量
-
```python
# PyTorch 写法:
torch.distributed.reduce_scatter_tensor(output, input)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.linalg.lu_solve.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.linalg.lu_solve.md
index 7e9dcb3e688..6beba7c454e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.linalg.lu_solve.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.linalg.lu_solve.md
@@ -1,13 +1,10 @@
## [ 输入参数类型不一致 ]torch.linalg.lu_solve
-
### [torch.linalg.lu_solve](https://pytorch.org/docs/stable/generated/torch.linalg.lu_solve.html#torch.linalg.lu_solve)
-
```python
torch.linalg.lu_solve(LU, pivots, B, *, left=True, adjoint=False, out=None)
```
### [paddle.linalg.lu_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_solve_cn.html)
-
```python
paddle.linalg.lu_solve(b, lu, pivots, trans="N", name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.lu_solve(b, lu, pivots, trans="N", name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------------------------------- |
| LU | lu | 表示 LU 分解结果矩阵，由 L、U 拼接组成，仅参数名不一致。 |
@@ -26,9 +22,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor 元组 ， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.linalg.lu_solve(LU, pivots, B, out=A)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.Module.type.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.Module.type.md
index 5920da3abdd..9ebf608085c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.Module.type.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.Module.type.md
@@ -1,13 +1,10 @@
## [ 输入参数类型不一致 ]torch.nn.Module.type
-
### [torch.nn.Module.type](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.type)
-
```python
torch.nn.Module.type(dst_type)
```
### [paddle.nn.Layer.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#astype-dtype-none)
-
```python
paddle.nn.Layer.astype(dtype=None)
```
@@ -15,15 +12,12 @@ paddle.nn.Layer.astype(dtype=None)
两者参数用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | --------------------------------------------------------------------------------------- |
| dst_type | dtype | PyTorch 为字符串或 PyTorch 数据类型，Paddle 为 字符串或 Paddle 数据类型，需要转写。 |
### 转写示例
-
#### dst_type 参数：数据类型
-
```python
# PyTorch 写法:
module = torch.nn.Module()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReflectionPad1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReflectionPad1d.md
index 7e136850477..7a44f02546a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReflectionPad1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReflectionPad1d.md
@@ -1,12 +1,10 @@
## [ 输入参数类型不一致 ]torch.nn.ReflectionPad1d
### [torch.nn.ReflectionPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad1d.html?highlight=pad#torch.nn.ReflectionPad1d)
-
```python
torch.nn.ReflectionPad1d(padding)
```
### [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d)
-
```python
paddle.nn.Pad1D(padding,
mode='constant',
@@ -17,7 +15,6 @@ paddle.nn.Pad1D(padding,
其中 Paddle 与 PyTorch 的 padding 所支持的参数类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| padding | padding | 填充大小，PyTorch 和 Paddle 的 padding 参数的类型分别为 (int/tuple) 和 (int/Tensor/list)，需要转写。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReflectionPad2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReflectionPad2d.md
index 94260bb684d..a457e160f23 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReflectionPad2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReflectionPad2d.md
@@ -1,12 +1,10 @@
## [ 输入参数类型不一致 ]torch.nn.ReflectionPad2d
### [torch.nn.ReflectionPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad2d.html?highlight=pad#torch.nn.ReflectionPad2d)
-
```python
torch.nn.ReflectionPad2d(padding)
```
### [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad2D_cn.html#pad2d)
-
```python
paddle.nn.Pad2D(padding,
mode='constant',
@@ -17,7 +15,6 @@ paddle.nn.Pad2D(padding,
其中 Paddle 与 PyTorch 的 padding 所支持的参数类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| padding | padding | 填充大小，PyTorch 和 Paddle 的 padding 参数的类型分别为 (int/tuple) 和 (int/Tensor/list)。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReflectionPad3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReflectionPad3d.md
index 6988f4dae3e..88761d18faf 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReflectionPad3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReflectionPad3d.md
@@ -1,12 +1,10 @@
## [ 输入参数类型不一致 ]torch.nn.ReflectionPad3d
### [torch.nn.ReflectionPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad3d.html?highlight=pad#torch.nn.ReflectionPad3d)
-
```python
torch.nn.ReflectionPad3d(padding)
```
### [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d)
-
```python
paddle.nn.Pad3D(padding,
mode='constant',
@@ -17,7 +15,6 @@ paddle.nn.Pad3D(padding,
其中 Paddle 与 PyTorch 的 padding 所支持的参数类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| padding | padding | 填充大小，PyTorch 和 Paddle 的 padding 参数的类型分别为 (int/tuple) 和 (int/Tensor/list)。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReplicationPad1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReplicationPad1d.md
index cd0707314c9..1aaac4e27af 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReplicationPad1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReplicationPad1d.md
@@ -1,12 +1,10 @@
## [ 输入参数类型不一致 ]torch.nn.ReplicationPad1d
### [torch.nn.ReplicationPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad1d.html?highlight=pad#torch.nn.ReplicationPad1d)
-
```python
torch.nn.ReplicationPad1d(padding)
```
### [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d)
-
```python
paddle.nn.Pad1D(padding,
mode='constant',
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReplicationPad2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReplicationPad2d.md
index e329254466f..3122c709f25 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReplicationPad2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReplicationPad2d.md
@@ -1,12 +1,10 @@
## [ 输入参数类型不一致 ]torch.nn.ReplicationPad2d
### [torch.nn.ReplicationPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad2d.html?highlight=pad#torch.nn.ReplicationPad2d)
-
```python
torch.nn.ReplicationPad2d(padding)
```
### [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad2D_cn.html#pad2d)
-
```python
paddle.nn.Pad2D(padding,
mode='constant',
@@ -17,7 +15,6 @@ paddle.nn.Pad2D(padding,
其中 Paddle 与 PyTorch 的 padding 所支持的参数类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| padding | padding | 填充大小，PyTorch 和 Paddle 的 padding 参数的类型分别为 (int/tuple) 和 (int/Tensor/list) ，需要转写。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReplicationPad3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReplicationPad3d.md
index 6eb7421c8b2..4c5583af438 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReplicationPad3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.nn.ReplicationPad3d.md
@@ -1,12 +1,10 @@
## [ 输入参数类型不一致 ]torch.nn.ReplicationPad3d
### [torch.nn.ReplicationPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad3d.html?highlight=pad#torch.nn.ReplicationPad3d)
-
```python
torch.nn.ReplicationPad3d(padding)
```
### [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d)
-
```python
paddle.nn.Pad3D(padding,
mode='constant',
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.set_default_device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.set_default_device.md
index 5aa8724aed8..f452ac889e8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.set_default_device.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.set_default_device.md
@@ -1,20 +1,16 @@
## [ 输入参数类型不一致 ]torch.set_default_device
-
### [torch.set_default_device](https://pytorch.org/docs/stable/generated/torch.set_default_device.html#torch-set-default-device)
-
```python
torch.set_default_device(device)
```
### [paddle.device.set_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/set_device_cn.html#set-device)
-
```python
paddle.device.set_device(device)
```
功能一致，参数类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ |------------------------------------------------|
| device | device | PyTorch 支持 torch.device 。PaddlePaddle 支持 str。 |
@@ -22,7 +18,6 @@ paddle.device.set_device(device)
### 转写示例
#### device: 特定的运行设备
-
```python
# PyTorch 写法
torch.set_default_device('cuda:0')
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.set_default_tensor_type.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.set_default_tensor_type.md
index a8d750aaecf..0d5c75a7a02 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.set_default_tensor_type.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torch.set_default_tensor_type.md
@@ -1,13 +1,10 @@
## [ 输入参数类型不一致 ]torch.set_default_tensor_type
-
### [torch.set\_default\_tensor\_type](https://pytorch.org/docs/stable/generated/torch.set_default_tensor_type.html)
-
```python
torch.set_default_tensor_type(t)
```
### [paddle.set\_default\_dtype](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_default_dtype_cn.html#set-default-dtype)
-
```python
paddle.set_default_dtype(d)
```
@@ -15,15 +12,12 @@ paddle.set_default_dtype(d)
两者功能一致但输入参数类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -- |
| t | d | 浮点张量类型或其名称。PyTorch 支持 `torch.FloatTensor` 或 "torch.FloatTensor"，Paddle 只支持 `dtype`（如 `paddle.float32`），需要转写。 |
### 转写示例
-
#### t 浮点张量类型或其名称
-
```python
# PyTorch
torch.set_default_tensor_type(torch.FloatTensor)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.io.decode_jpeg.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.io.decode_jpeg.md
index f673340285a..c49ec7fb7a2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.io.decode_jpeg.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.io.decode_jpeg.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.io.decode_jpeg
-
+## [ 输入参数类型不一致 ]torchvision.io.decode_jpeg
### [torchvision.io.decode_jpeg](https://pytorch.org/vision/main/generated/torchvision.io.decode_jpeg.html)
-
```python
torchvision.io.decode_jpeg(input: Union[Tensor, List[Tensor]], mode: ImageReadMode = ImageReadMode.UNCHANGED, device: Union[str, device] = 'cpu', apply_exif_orientation: bool = False)
```
### [paddle.vision.ops.decode_jpeg](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/decode_jpeg_cn.html)
-
```python
paddle.vision.ops.decode_jpeg(x, mode='unchanged', name=None)
```
@@ -15,7 +12,6 @@ paddle.vision.ops.decode_jpeg(x, mode='unchanged', name=None)
两者功能一致，但输入参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ------------------------------------- | ------------------ | -------- |
| input | x | 包含 JPEG 图像原始字节，仅参数名不一致。 |
@@ -24,7 +20,6 @@ paddle.vision.ops.decode_jpeg(x, mode='unchanged', name=None)
| apply_exif_orientation | - | 对输出张量应用 EXIF 方向变换，Paddle 无此参数，暂无转写方式。 |
### 转写示例
-
#### mode：转换图像模式选择
```python
# PyTorch 写法
@@ -35,7 +30,6 @@ paddle.vision.ops.decode_jpeg(x=image_bytes, mode='RGB')
```
### device：解码后的图像将被存储到的设备
-
```python
# PyTorch 写法
y = torchvision.io.decode_jpeg(input=image_bytes, device=torch.device('cpu'))
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.alexnet.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.alexnet.md
index 38dc194ed1a..a4751f5b596 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.alexnet.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.alexnet.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.alexnet
-
+## [ 输入参数类型不一致 ]torchvision.models.alexnet
### [torchvision.models.alexnet](https://pytorch.org/vision/stable/models/generated/torchvision.models.alexnet.html)
-
```python
torchvision.models.alexnet(*, weights: Optional[AlexNet_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.alexnet](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/alexnet_cn.html)
-
```python
paddle.vision.models.alexnet(pretrained=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.alexnet(pretrained=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 AlexNet_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.densenet121.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.densenet121.md
index 509678e9206..39ac625f4db 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.densenet121.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.densenet121.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.densenet121
-
+## [ 输入参数类型不一致 ]torchvision.models.densenet121
### [torchvision.models.densenet121](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet121.html)
-
```python
torchvision.models.densenet121(*, weights: Optional[DenseNet121_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.densenet121](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet121_cn.html)
-
```python
paddle.vision.models.densenet121(pretrained=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.densenet121(pretrained=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 DenseNet121_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.densenet161.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.densenet161.md
index 096c65c7519..baad33a3eca 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.densenet161.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.densenet161.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.densenet161
-
+## [ 输入参数类型不一致 ]torchvision.models.densenet161
### [torchvision.models.densenet161](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet161.html)
-
```python
torchvision.models.densenet161(*, weights: Optional[DenseNet161_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.densenet161](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet161_cn.html)
-
```python
paddle.vision.models.densenet161(pretrained=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.densenet161(pretrained=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 DenseNet161_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.densenet169.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.densenet169.md
index 88be1b38246..acf891a857b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.densenet169.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.densenet169.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.densenet169
-
+## [ 输入参数类型不一致 ]torchvision.models.densenet169
### [torchvision.models.densenet169](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet169.html)
-
```python
torchvision.models.densenet169(*, weights: Optional[DenseNet169_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.densenet169](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet169_cn.html)
-
```python
paddle.vision.models.densenet169(pretrained=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.densenet169(pretrained=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 DenseNet169_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.densenet201.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.densenet201.md
index dbf2340d61f..317af1d0fcc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.densenet201.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.densenet201.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.densenet201
-
+## [ 输入参数类型不一致 ]torchvision.models.densenet201
### [torchvision.models.densenet201](https://pytorch.org/vision/main/models/generated/torchvision.models.densenet201.html)
-
```python
torchvision.models.densenet201(*, weights: Optional[DenseNet201_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.densenet201](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/densenet201_cn.html)
-
```python
paddle.vision.models.densenet201(pretrained=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.densenet201(pretrained=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 DenseNet201_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.googlenet.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.googlenet.md
index 4ef7fc34cb8..bd4b177135e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.googlenet.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.googlenet.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.googlenet
-
+## [ 输入参数类型不一致 ]torchvision.models.googlenet
### [torchvision.models.googlenet](https://pytorch.org/vision/main/models/generated/torchvision.models.googlenet.html)
-
```python
torchvision.models.googlenet(*, weights: Optional[GoogLeNet_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.googlenet](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/googlenet_cn.html)
-
```python
paddle.vision.models.googlenet(pretrained=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.googlenet(pretrained=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 GoogLeNet_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.inception_v3.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.inception_v3.md
index c18416deb8d..4e663bc7ebe 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.inception_v3.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.inception_v3.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.inception_v3
-
+## [ 输入参数类型不一致 ]torchvision.models.inception_v3
### [torchvision.models.inception_v3](https://pytorch.org/vision/main/models/generated/torchvision.models.inception_v3.html)
-
```python
torchvision.models.inception_v3(*, weights: Optional[Inception_V3_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.inception_v3](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/inception_v3_cn.html)
-
```python
paddle.vision.models.inception_v3(pretrained=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.inception_v3(pretrained=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 Inception_V3_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.mobilenet_v2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.mobilenet_v2.md
index 0de346f080c..985dfaf466f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.mobilenet_v2.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.mobilenet_v2.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.mobilenet_v2
-
+## [ 输入参数类型不一致 ]torchvision.models.mobilenet_v2
### [torchvision.models.mobilenet_v2](https://pytorch.org/vision/stable/models/generated/torchvision.models.mobilenet_v2.html)
-
```python
torchvision.models.mobilenet_v2(*, weights: Optional[MobileNet_V2_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.mobilenet_v2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v2_cn.html)
-
```python
paddle.vision.models.mobilenet_v2(pretrained=False, scale=1.0, **kwargs)
```
@@ -16,7 +13,6 @@ paddle.vision.models.mobilenet_v2(pretrained=False, scale=1.0, **kwargs)
在使用模型转换工具 PaConvert 时，无论用户在 PyTorch 中选择使用哪种预训练权重类型，均会统一转换为 PaddlePaddle 中的 pretrained=True 参数配置。
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 MobileNet_V2_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.mobilenet_v3_large.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.mobilenet_v3_large.md
index fa64f081799..3f2eb292bd8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.mobilenet_v3_large.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.mobilenet_v3_large.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.mobilenet_v3_large
-
+## [ 输入参数类型不一致 ]torchvision.models.mobilenet_v3_large
### [torchvision.models.mobilenet_v3_large](https://pytorch.org/vision/main/models/generated/torchvision.models.mobilenet_v3_large.html)
-
```python
torchvision.models.mobilenet_v3_large(*, weights: Optional[MobileNet_V3_Large_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.mobilenet_v3_large](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v3_large_cn.html)
-
```python
paddle.vision.models.mobilenet_v3_large(pretrained=False, scale=1.0, **kwargs)
```
@@ -16,7 +13,6 @@ paddle.vision.models.mobilenet_v3_large(pretrained=False, scale=1.0, **kwargs)
在使用模型转换工具 PaConvert 时，无论用户在 PyTorch 中选择使用哪种预训练权重类型，均会统一转换为 PaddlePaddle 中的 pretrained=True 参数配置。
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 MobileNet_V3_Large_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.mobilenet_v3_small.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.mobilenet_v3_small.md
index 947228de5ea..ad4ca5bcdba 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.mobilenet_v3_small.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.mobilenet_v3_small.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.mobilenet_v3_small
-
+## [ 输入参数类型不一致 ]torchvision.models.mobilenet_v3_small
### [torchvision.models.mobilenet_v3_small](https://pytorch.org/vision/main/models/generated/torchvision.models.mobilenet_v3_small.html)
-
```python
torchvision.models.mobilenet_v3_small(*, weights: Optional[MobileNet_V3_Small_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.mobilenet_v3_small](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/mobilenet_v3_small_cn.html)
-
```python
paddle.vision.models.mobilenet_v3_small(pretrained=False, scale=1.0, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.mobilenet_v3_small(pretrained=False, scale=1.0, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 MobileNet_V3_Small_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet101.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet101.md
index a994c1d45c6..ddc5a367a8c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet101.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet101.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.resnet101
-
+## [ 输入参数类型不一致 ]torchvision.models.resnet101
### [torchvision.models.resnet101](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet101.html)
-
```python
torchvision.models.resnet101(*, weights: Optional[ResNet101_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.resnet101](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet101_cn.html)
-
```python
paddle.vision.models.resnet101(pretrained=False, **kwargs)
```
@@ -16,7 +13,6 @@ paddle.vision.models.resnet101(pretrained=False, **kwargs)
在使用模型转换工具 PaConvert 时，无论用户在 PyTorch 中选择使用哪种预训练权重类型，均会统一转换为 PaddlePaddle 中的 pretrained=True 参数配置。
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 ResNet101_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet152.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet152.md
index aebd87cbfa6..8d706d7e1a4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet152.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet152.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.resnet152
-
+## [ 输入参数类型不一致 ]torchvision.models.resnet152
### [torchvision.models.resnet152](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet152.html)
-
```python
torchvision.models.resnet152(*, weights: Optional[ResNet152_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.resnet152](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet152_cn.html)
-
```python
paddle.vision.models.resnet152(pretrained=False, **kwargs)
```
@@ -16,7 +13,6 @@ paddle.vision.models.resnet152(pretrained=False, **kwargs)
在使用模型转换工具 PaConvert 时，无论用户在 PyTorch 中选择使用哪种预训练权重类型，均会统一转换为 PaddlePaddle 中的 pretrained=True 参数配置。
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 ResNet152_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet18.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet18.md
index bd313c0f1f7..78b94dc13b8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet18.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet18.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.resnet18
-
+## [ 输入参数类型不一致 ]torchvision.models.resnet18
### [torchvision.models.resnet18](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet18.html)
-
```python
torchvision.models.resnet18(*, weights: Optional[ResNet18_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.resnet18](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet18_cn.html)
-
```python
paddle.vision.models.resnet18(pretrained=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.resnet18(pretrained=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 ResNet18_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet34.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet34.md
index c3ee4af8572..0ffa296c5a9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet34.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet34.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.resnet34
-
+## [ 输入参数类型不一致 ]torchvision.models.resnet34
### [torchvision.models.resnet34](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet34.html)
-
```python
torchvision.models.resnet34(*, weights: Optional[ResNet34_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.resnet34](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet34_cn.html)
-
```python
paddle.vision.models.resnet34(pretrained=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.resnet34(pretrained=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 ResNet34_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet50.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet50.md
index 9ab004a4073..5020883c15c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet50.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnet50.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.resnet50
-
+## [ 输入参数类型不一致 ]torchvision.models.resnet50
### [torchvision.models.resnet50](https://pytorch.org/vision/stable/models/generated/torchvision.models.resnet50.html)
-
```python
torchvision.models.resnet50(*, weights: Optional[ResNet50_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.resnet50](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnet50_cn.html)
-
```python
paddle.vision.models.resnet50(pretrained=False, **kwargs)
```
@@ -16,7 +13,6 @@ paddle.vision.models.resnet50(pretrained=False, **kwargs)
在使用模型转换工具 PaConvert 时，无论用户在 PyTorch 中选择使用哪种预训练权重类型，均会统一转换为 PaddlePaddle 中的 pretrained=True 参数配置。
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 ResNet50_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnext101_64x4d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnext101_64x4d.md
index 5cd12bcef91..4f4945eed0e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnext101_64x4d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnext101_64x4d.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.resnext101_64x4d
-
+## [ 输入参数类型不一致 ]torchvision.models.resnext101_64x4d
### [torchvision.models.resnext101_64x4d](https://pytorch.org/vision/main/models/generated/torchvision.models.resnext101_64x4d.html)
-
```python
torchvision.models.resnext101_64x4d(*, weights: Optional[ResNeXt101_64X4D_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.resnext101_64x4d](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnext101_64x4d_cn.html)
-
```python
paddle.vision.models.resnext101_64x4d(pretrained=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.resnext101_64x4d(pretrained=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 ResNeXt101_64X4D_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnext50_32x4d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnext50_32x4d.md
index 594be11b39c..c2ce654e2dd 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnext50_32x4d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.resnext50_32x4d.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.resnext50_32x4d
-
+## [ 输入参数类型不一致 ]torchvision.models.resnext50_32x4d
### [torchvision.models.resnext50_32x4d](https://pytorch.org/vision/main/models/generated/torchvision.models.resnext50_32x4d.html)
-
```python
torchvision.models.resnext50_32x4d(*, weights: Optional[ResNeXt50_32X4D_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.resnext50_32x4d](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/resnext50_32x4d_cn.html)
-
```python
paddle.vision.models.resnext50_32x4d(pretrained=False, **kwargs)
```
@@ -16,7 +13,6 @@ paddle.vision.models.resnext50_32x4d(pretrained=False, **kwargs)
在使用模型转换工具 PaConvert 时，无论用户在 PyTorch 中选择使用哪种预训练权重类型，均会统一转换为 PaddlePaddle 中的 pretrained=True 参数配置。
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 ResNeXt50_32X4D_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.shufflenet_v2_x0_5.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.shufflenet_v2_x0_5.md
index f491d259276..8b8c03e397b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.shufflenet_v2_x0_5.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.shufflenet_v2_x0_5.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.shufflenet_v2_x0_5
-
+## [ 输入参数类型不一致 ]torchvision.models.shufflenet_v2_x0_5
### [torchvision.models.shufflenet_v2_x0_5](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x0_5.html)
-
```python
torchvision.models.shufflenet_v2_x0_5(*, weights: Optional[ShuffleNet_V2_X0_5_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.shufflenet_v2_x0_5](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x0_5_cn.html)
-
```python
paddle.vision.models.shufflenet_v2_x0_5(pretrained=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.shufflenet_v2_x0_5(pretrained=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 ShuffleNet_V2_X0_5_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.shufflenet_v2_x1_0.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.shufflenet_v2_x1_0.md
index 58ac129a703..2131af251ad 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.shufflenet_v2_x1_0.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.shufflenet_v2_x1_0.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.shufflenet_v2_x1_0
-
+## [ 输入参数类型不一致 ]torchvision.models.shufflenet_v2_x1_0
### [torchvision.models.shufflenet_v2_x1_0](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x1_0.html)
-
```python
torchvision.models.shufflenet_v2_x1_0(*, weights: Optional[ShuffleNet_V2_X1_0_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.shufflenet_v2_x1_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x1_0_cn.html)
-
```python
paddle.vision.models.shufflenet_v2_x1_0(pretrained=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.shufflenet_v2_x1_0(pretrained=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 ShuffleNet_V2_X1_0_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.shufflenet_v2_x1_5.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.shufflenet_v2_x1_5.md
index 7ecefb82aaf..fc70a2cd4bd 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.shufflenet_v2_x1_5.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.shufflenet_v2_x1_5.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.shufflenet_v2_x1_5
-
+## [ 输入参数类型不一致 ]torchvision.models.shufflenet_v2_x1_5
### [torchvision.models.shufflenet_v2_x1_5](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x1_5.html)
-
```python
torchvision.models.shufflenet_v2_x1_5(*, weights: Optional[ShuffleNet_V2_X1_5_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.shufflenet_v2_x1_5](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x1_5_cn.html)
-
```python
paddle.vision.models.shufflenet_v2_x1_5(pretrained=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.shufflenet_v2_x1_5(pretrained=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 ShuffleNet_V2_X1_5_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.shufflenet_v2_x2_0.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.shufflenet_v2_x2_0.md
index e297702271e..ef2011fb042 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.shufflenet_v2_x2_0.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.shufflenet_v2_x2_0.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.shufflenet_v2_x2_0
-
+## [ 输入参数类型不一致 ]torchvision.models.shufflenet_v2_x2_0
### [torchvision.models.shufflenet_v2_x2_0](https://pytorch.org/vision/main/models/generated/torchvision.models.shufflenet_v2_x2_0.html)
-
```python
torchvision.models.shufflenet_v2_x2_0(*, weights: Optional[ShuffleNet_V2_X2_0_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.shufflenet_v2_x2_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/shufflenet_v2_x2_0_cn.html)
-
```python
paddle.vision.models.shufflenet_v2_x2_0(pretrained=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.shufflenet_v2_x2_0(pretrained=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 ShuffleNet_V2_X2_0_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.squeezenet1_0.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.squeezenet1_0.md
index 2d335a9baee..2b7662bed97 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.squeezenet1_0.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.squeezenet1_0.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.squeezenet1_0
-
+## [ 输入参数类型不一致 ]torchvision.models.squeezenet1_0
### [torchvision.models.squeezenet1_0](https://pytorch.org/vision/main/models/generated/torchvision.models.squeezenet1_0.html)
-
```python
torchvision.models.squeezenet1_0(*, weights: Optional[SqueezeNet1_0_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.squeezenet1_0](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/squeezenet1_0_cn.html)
-
```python
paddle.vision.models.squeezenet1_0(pretrained=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.squeezenet1_0(pretrained=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 SqueezeNet1_0_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.squeezenet1_1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.squeezenet1_1.md
index ac449bed7a1..a433b9cf399 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.squeezenet1_1.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.squeezenet1_1.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.squeezenet1_1
-
+## [ 输入参数类型不一致 ]torchvision.models.squeezenet1_1
### [torchvision.models.squeezenet1_1](https://pytorch.org/vision/main/models/generated/torchvision.models.squeezenet1_1.html)
-
```python
torchvision.models.squeezenet1_1(*, weights: Optional[SqueezeNet1_1_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.squeezenet1_1](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/squeezenet1_1_cn.html)
-
```python
paddle.vision.models.squeezenet1_1(pretrained=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.squeezenet1_1(pretrained=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 SqueezeNet1_1_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg11.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg11.md
index 5b27ddd7e21..7aafd7c0899 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg11.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg11.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.vgg11
-
+## [ 输入参数类型不一致 ]torchvision.models.vgg11
### [torchvision.models.vgg11](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg11.html)
-
```python
torchvision.models.vgg11(*, weights: Optional[VGG11_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.vgg11](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg11_cn.html)
-
```python
paddle.vision.models.vgg11(pretrained=False, batch_norm=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.vgg11(pretrained=False, batch_norm=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 VGG11_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg11_bn.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg11_bn.md
index e7118734e71..63187d1def8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg11_bn.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg11_bn.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.vgg11_bn
-
+## [ 输入参数类型不一致 ]torchvision.models.vgg11_bn
### [torchvision.models.vgg11_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg11_bn.html)
-
```python
torchvision.models.vgg11_bn(*, weights: Optional[VGG11_BN_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.vgg11](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg11_cn.html)
-
```python
paddle.vision.models.vgg11(pretrained=False, batch_norm=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.vgg11(pretrained=False, batch_norm=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 VGG11_BN_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg13.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg13.md
index 22c616c1d4a..4cea237b178 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg13.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg13.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.vgg13
-
+## [ 输入参数类型不一致 ]torchvision.models.vgg13
### [torchvision.models.vgg13](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg13.html)
-
```python
torchvision.models.vgg13(*, weights: Optional[VGG13_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.vgg13](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg13_cn.html)
-
```python
paddle.vision.models.vgg13(pretrained=False, batch_norm=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.vgg13(pretrained=False, batch_norm=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 VGG13_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg13_bn.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg13_bn.md
index e5a4159def9..3c8cd070bff 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg13_bn.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg13_bn.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.vgg13_bn
-
+## [ 输入参数类型不一致 ]torchvision.models.vgg13_bn
### [torchvision.models.vgg13_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg13_bn.html)
-
```python
torchvision.models.vgg13_bn(*, weights: Optional[VGG13_BN_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.vgg13](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg13_cn.html)
-
```python
paddle.vision.models.vgg13(pretrained=False, batch_norm=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.vgg13(pretrained=False, batch_norm=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 VGG13_BN_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg16.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg16.md
index f021864c0e7..2dcf868b190 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg16.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg16.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.vgg16
-
+## [ 输入参数类型不一致 ]torchvision.models.vgg16
### [torchvision.models.vgg16](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg16.html)
-
```python
torchvision.models.vgg16(*, weights: Optional[VGG16_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.vgg16](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg16_cn.html)
-
```python
paddle.vision.models.vgg16(pretrained=False, batch_norm=False, **kwargs)
```
@@ -16,7 +13,6 @@ paddle.vision.models.vgg16(pretrained=False, batch_norm=False, **kwargs)
在使用模型转换工具 PaConvert 时，无论用户在 PyTorch 中选择使用哪种预训练权重类型，均会统一转换为 PaddlePaddle 中的 pretrained=True 参数配置。
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 VGG16_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg16_bn.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg16_bn.md
index 7a94fba834b..8e2fa7592a4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg16_bn.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg16_bn.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.vgg16_bn
-
+## [ 输入参数类型不一致 ]torchvision.models.vgg16_bn
### [torchvision.models.vgg16_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg16_bn.html)
-
```python
torchvision.models.vgg16_bn(*, weights: Optional[VGG16_BN_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.vgg16](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg16_cn.html)
-
```python
paddle.vision.models.vgg16(pretrained=False, batch_norm=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.vgg16(pretrained=False, batch_norm=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 VGG16_BN_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg19.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg19.md
index 2be1c88ac68..d1b31ac4357 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg19.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg19.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.vgg19
-
+## [ 输入参数类型不一致 ]torchvision.models.vgg19
### [torchvision.models.vgg19](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg19.html)
-
```python
torchvision.models.vgg19(*, weights: Optional[VGG19_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.vgg19](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg19_cn.html)
-
```python
paddle.vision.models.vgg19(pretrained=False, batch_norm=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.vgg19(pretrained=False, batch_norm=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 VGG19_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg19_bn.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg19_bn.md
index ee0209ddc4e..61e64c79ac5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg19_bn.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.vgg19_bn.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.vgg19_bn
-
+## [ 输入参数类型不一致 ]torchvision.models.vgg19_bn
### [torchvision.models.vgg19_bn](https://pytorch.org/vision/main/models/generated/torchvision.models.vgg19_bn.html)
-
```python
torchvision.models.vgg19_bn(*, weights: Optional[VGG19_BN_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.vgg19](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/vgg19_cn.html)
-
```python
paddle.vision.models.vgg19(pretrained=False, batch_norm=False, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.vision.models.vgg19(pretrained=False, batch_norm=False, **kwargs)
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 VGG19_BN_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.wide_resnet101_2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.wide_resnet101_2.md
index 3f85cae98c6..677fdffc34d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.wide_resnet101_2.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.wide_resnet101_2.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.wide_resnet101_2
-
+## [ 输入参数类型不一致 ]torchvision.models.wide_resnet101_2
### [torchvision.models.wide_resnet101_2](https://pytorch.org/vision/stable/models/generated/torchvision.models.wide_resnet101_2.html)
-
```python
torchvision.models.wide_resnet101_2(*, weights: Optional[WideResNet101_2_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.wide_resnet101_2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/wide_resnet101_2_cn.html)
-
```python
paddle.vision.models.wide_resnet101_2(pretrained=False, **kwargs)
```
@@ -16,7 +13,6 @@ paddle.vision.models.wide_resnet101_2(pretrained=False, **kwargs)
在使用模型转换工具 PaConvert 时，无论用户在 PyTorch 中选择使用哪种预训练权重类型，均会统一转换为 PaddlePaddle 中的 pretrained=True 参数配置。
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 WideResNet101_2_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.wide_resnet50_2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.wide_resnet50_2.md
index 079113bf4a8..c33587bb587 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.wide_resnet50_2.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.models.wide_resnet50_2.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.models.wide_resnet50_2
-
+## [ 输入参数类型不一致 ]torchvision.models.wide_resnet50_2
### [torchvision.models.wide_resnet50_2](https://pytorch.org/vision/stable/models/generated/torchvision.models.wide_resnet50_2.html)
-
```python
torchvision.models.wide_resnet50_2(*, weights: Optional[WideResNet50_2_Weights] = None, progress: bool = True, **kwargs: Any)
```
### [paddle.vision.models.wide_resnet50_2](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/models/wide_resnet50_2_cn.html)
-
```python
paddle.vision.models.wide_resnet50_2(pretrained=False, **kwargs)
```
@@ -17,7 +14,6 @@ paddle.vision.models.wide_resnet50_2(pretrained=False, **kwargs)
在使用模型转换工具 PaConvert 时，无论用户在 PyTorch 中选择使用哪种预训练权重类型，均会统一转换为 PaddlePaddle 中的 pretrained=True 参数配置。
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ---- |
| weights | pretrained | 预训练权重，PyTorch 参数 weights 为 WideResNet50_2_Weights 枚举类或 String 类型，Paddle 参数 pretrained 为 bool 类型，需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transform.functional.resize.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transform.functional.resize.md
index 24eca4d9e55..0dc035c3f38 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transform.functional.resize.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transform.functional.resize.md
@@ -1,7 +1,5 @@
-## [输入参数类型不一致]torchvision.transforms.functional.resize
-
+## [ 输入参数类型不一致 ]torchvision.transforms.functional.resize
### [torchvision.transforms.functional.resize](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.resize.html)
-
```python
torchvision.transforms.functional.resize(img: Tensor, size: Optional[Union[int, Sequence[int]]],
interpolation: Union[InterpolationMode, int] = InterpolationMode.BILINEAR,
@@ -10,7 +8,6 @@ torchvision.transforms.functional.resize(img: Tensor, size: Optional[Union[int,
```
### [paddle.vision.transforms.resize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/resize_cn.html)
-
```python
paddle.vision.transforms.resize(
img: Union[np.ndarray, paddle.Tensor, PIL.Image.Image],
@@ -22,7 +19,6 @@ paddle.vision.transforms.resize(
两者功能一致，但输入参数类型不一致。
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ------------ | ------------ | ---------------- |
| img | img | 输入数据。 |
@@ -34,7 +30,6 @@ paddle.vision.transforms.resize(
### 转写示例
#### interpolation：插值的方法
-
```python
# PyTorch 写法
resized_img = torchvision.transforms.functional.resize(img, size=(224, 224), interpolation=torchvision.transforms.InterpolationMode.BILINEAR)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.RandomAffine.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.RandomAffine.md
index 27d29fb9f4d..6798e209c23 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.RandomAffine.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.RandomAffine.md
@@ -1,7 +1,5 @@
-## [输入参数类型不一致] torchvision.transforms.RandomAffine
-
+## [ 输入参数类型不一致 ]torchvision.transforms.RandomAffine
### [torchvision.transforms.RandomAffine](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomAffine.html)
-
```python
torchvision.transforms.RandomAffine(
degrees: Union[List[float], Tuple[float, ...], float],
@@ -15,7 +13,6 @@ torchvision.transforms.RandomAffine(
```
### [paddle.vision.transforms.RandomAffine](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomAffine_cn.html)
-
```python
paddle.vision.transforms.RandomAffine(
degrees: Union[Tuple[float, float], float, int],
@@ -32,7 +29,6 @@ paddle.vision.transforms.RandomAffine(
两者功能一致但参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ------------------ | ---------------- | ------------------------ |
| degrees | degrees | 随机旋转变换的角度大小。 |
@@ -47,7 +43,6 @@ paddle.vision.transforms.RandomAffine(
### 转写示例
#### interpolation：插值的方法
-
```python
# PyTorch 写法
transform = torchvision.transforms.RandomAffine(degrees=30, translate=(0.1, 0.2), scale=(0.8, 1.2), shear=10, interpolation=torchvision.transforms.InterpolationMode.BILINEAR, fill=0, center=(100, 100))
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.RandomPerspective.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.RandomPerspective.md
index f98723a477a..a67caed4896 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.RandomPerspective.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.RandomPerspective.md
@@ -1,7 +1,5 @@
-## [输入参数类型不一致]torchvision.transforms.RandomPerspective
-
+## [ 输入参数类型不一致 ]torchvision.transforms.RandomPerspective
### [torchvision.transforms.RandomPerspective](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomPerspective.html?highlight=randomperspective#torchvision.transforms.RandomPerspective)
-
```python
torchvision.transforms.RandomPerspective(
distortion_scale: float = 0.5,
@@ -12,7 +10,6 @@ torchvision.transforms.RandomPerspective(
```
### [paddle.vision.transforms.RandomPerspective](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomPerspective_cn.html)
-
```python
paddle.vision.transforms.RandomPerspective(
prob: float = 0.5,
@@ -26,7 +23,6 @@ paddle.vision.transforms.RandomPerspective(
两者功能一致，但参数类型不一致。
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------------- | ------------------ | ----------- |
| distortion_scale | distortion_scale | 控制失真程度。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.RandomResizedCrop.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.RandomResizedCrop.md
index 58638795a55..6719c9dcf7f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.RandomResizedCrop.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.RandomResizedCrop.md
@@ -1,7 +1,5 @@
-## [输入参数类型不一致]torchvision.transforms.RandomResizedCrop
-
+## [ 输入参数类型不一致 ]torchvision.transforms.RandomResizedCrop
### [torchvision.transforms.RandomResizedCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomResizedCrop.html)
-
```python
torchvision.transforms.RandomResizedCrop(
size: Union[int, List[int], Tuple[int, ...]],
@@ -13,7 +11,6 @@ torchvision.transforms.RandomResizedCrop(
```
### [paddle.vision.transforms.RandomResizedCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomResizedCrop_cn.html)
-
```python
paddle.vision.transforms.RandomResizedCrop(
size: Union[int, List[int], Tuple[int, ...]],
@@ -27,7 +24,6 @@ paddle.vision.transforms.RandomResizedCrop(
两者功能一致，但参数类型不一致。
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| --------------------- | ----------------- | --------------------- |
| size | size | 裁剪后的图片大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.RandomRotation.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.RandomRotation.md
index e49d7847347..d8d9f1b8f01 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.RandomRotation.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.RandomRotation.md
@@ -1,7 +1,5 @@
-## [输入参数类型不一致]torchvision.transforms.RandomRotation
-
+## [ 输入参数类型不一致 ]torchvision.transforms.RandomRotation
### [torchvision.transforms.RandomRotation](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomRotation.html)
-
```python
torchvision.transforms.RandomRotation(
degrees: Union[int, List[float], Tuple[float, ...]],
@@ -13,7 +11,6 @@ torchvision.transforms.RandomRotation(
```
### [paddle.vision.transforms.RandomRotation](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomRotation_cn.html)
-
```python
paddle.vision.transforms.RandomRotation(
degrees: Union[int, List[float], Tuple[float, ...]],
@@ -28,7 +25,6 @@ paddle.vision.transforms.RandomRotation(
两者功能一致，但输入参数类型不一致。
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ------------------- | ------------------ | ----------------------------------------------- |
| degrees | degrees | 旋转角度范围。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.Resize.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.Resize.md
index c8afe940918..e894b0e9b6a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.Resize.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.Resize.md
@@ -1,7 +1,5 @@
-## [输入参数类型不一致]torchvision.transforms.Resize
-
+## [ 输入参数类型不一致 ]torchvision.transforms.Resize
### [torchvision.transforms.Resize](https://pytorch.org/vision/stable/generated/torchvision.transforms.Resize.html#torchvision.transforms.Resize)
-
```python
torchvision.transforms.Resize(
size: Optional[Union[int, List[int], Tuple[int, ...]]],
@@ -12,7 +10,6 @@ torchvision.transforms.Resize(
```
### [paddle.vision.transforms.Resize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Resize__upper_cn.html#resize)
-
```python
paddle.vision.transforms.Resize(
size: Union[int, List[int], Tuple[int, ...]],
@@ -24,7 +21,6 @@ paddle.vision.transforms.Resize(
两者功能一致，但输入参数类型不一致。
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ------------- | --------------- | ------------------------------------------------------------ |
| size | size | 输出图像大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.functional.affine.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.functional.affine.md
index 4757ad44b41..1118c45ae07 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.functional.affine.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.functional.affine.md
@@ -1,7 +1,5 @@
-## [输入参数类型不一致]torchvision.transforms.functional.affine
-
+## [ 输入参数类型不一致 ]torchvision.transforms.functional.affine
### [torchvision.transforms.functional.affine](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.affine.html)
-
```python
torchvision.transforms.functional.affine(img: Tensor,
angle: float,
@@ -14,7 +12,6 @@ torchvision.transforms.functional.affine(img: Tensor,
```
### [paddle.vision.transforms.affine](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/affine_cn.html)
-
```python
paddle.vision.transforms.affine(
img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor],
@@ -31,7 +28,6 @@ paddle.vision.transforms.affine(
两者功能一致，但输入参数类型不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------- | ------------ | ------------------------------------------------------------ |
| img | img | 输入图片。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.functional.perspective.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.functional.perspective.md
index efa87beadd3..f779756a08f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.functional.perspective.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.functional.perspective.md
@@ -1,7 +1,5 @@
-## [输入参数类型不一致]torchvision.transforms.functional.perspective
-
+## [ 输入参数类型不一致 ]torchvision.transforms.functional.perspective
### [torchvision.transforms.functional.perspective](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.perspective.html#perspective)
-
```python
torchvision.transforms.functional.perspective(
img: Tensor,
@@ -13,7 +11,6 @@ torchvision.transforms.functional.perspective(
```
### [paddle.vision.transforms.perspective](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/perspective_cn.html#cn-api-paddle-vision-transforms-perspective)
-
```python
paddle.vision.transforms.perspective(
img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor],
@@ -27,7 +24,6 @@ paddle.vision.transforms.perspective(
两者功能一致，但参数类型不一致。
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ----------------- | ----------------- | ------------ |
| img | img | 输入图片。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.functional.rotate.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.functional.rotate.md
index 1b4dff4cea9..85989bc60a5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.functional.rotate.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_type_diff/torchvision.transforms.functional.rotate.md
@@ -1,13 +1,10 @@
-## [输入参数类型不一致]torchvision.transforms.functional.rotate
-
+## [ 输入参数类型不一致 ]torchvision.transforms.functional.rotate
### [torchvision.transforms.functional.rotate](https://pytorch.org/vision/stable/generated/torchvision.transforms.functional.rotate.html)
-
```python
torchvision.transforms.functional.rotate(img: Tensor, angle: float, interpolation: InterpolationMode = InterpolationMode.NEAREST, expand: bool = False, center: Optional[List[int]] = None, fill: Optional[List[float]] = None)
```
### [paddle.vision.transforms.rotate](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/rotate_cn.html#cn-api-paddle-vision-transforms-rotate)
-
```python
paddle.vision.transforms.rotate(img, angle, interpolation='nearest', expand=False, center=None, fill=0)
```
@@ -15,7 +12,6 @@ paddle.vision.transforms.rotate(img, angle, interpolation='nearest', expand=Fals
两者功能一致，但输入参数类型不一致。
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ------------------------------------- | ------------------ | -------- |
| img | img | 输入图片。|
@@ -28,7 +24,6 @@ paddle.vision.transforms.rotate(img, angle, interpolation='nearest', expand=Fals
### 转写示例
#### interpolation：插值的方法
-
```python
# PyTorch 写法
torchvision.transforms.functional.rotate(img, angle=90, interpolation=torchvision.transforms.InterpolationMode.BILINEAR)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.lstsq.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.lstsq.md
index 1c18602c863..706c1c134de 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.lstsq.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.lstsq.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.Tensor.lstsq
-
### [torch.Tensor.lstsq](https://pytorch.org/docs/1.9.0/generated/torch.Tensor.lstsq.html?highlight=torch%20tensor%20lstsq#torch.Tensor.lstsq)
-
```python
torch.Tensor.lstsq(A)
```
### [paddle.Tensor.lstsq]()
-
```python
paddle.Tensor.lstsq(y, rcond=None, driver=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.lstsq(y, rcond=None, driver=None, name=None)
两者功能一致，输入参数用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------------------------------------------------------------------------- |
| A | - | 线性方程组系数矩阵，Paddle 需要转写。 |
@@ -25,9 +21,7 @@ paddle.Tensor.lstsq(y, rcond=None, driver=None, name=None)
| 返回值 | 返回值 | PyTorch 返回 solution、QR ，Paddle 返回 solution、residuals、rank、 singular_values，Paddle 与 PyTorch 仅第一个返回值相同，其他返回值结果不同，暂无转写方式。 |
### 转写示例
-
#### A 参数转写
-
```python
# PyTorch 写法:
A = torch.tensor([[1, 1, 1],
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.set_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.set_.md
index 299779c649a..1d6b1504f1a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.set_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.set_.md
@@ -1,12 +1,10 @@
## [ 输入参数用法不一致 ]torch.Tensor.set_
### [torch.Tensor.set_](https://pytorch.org/docs/stable/generated/torch.Tensor.set_.html)
-
```python
torch.Tensor.set_(source=None, storage_offset=0, size=None, stride=None)
```
### [paddle.Tensor.set_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#set-source-none-shape-none-stride-none-offset-0-name-none)
-
```python
paddle.Tensor.set_(source=None, shape=None, stride=None, offset=0, name=None)
```
@@ -14,7 +12,6 @@ paddle.Tensor.set_(source=None, shape=None, stride=None, offset=0, name=None)
其中 PyTorch 的 `storage_offset` 与 Paddle 的 `offset` 用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| source | source | 设置的目标 Tensor。 |
@@ -24,7 +21,6 @@ paddle.Tensor.set_(source=None, shape=None, stride=None, offset=0, name=None)
### 转写示例
-
#### storage_offset 参数：float32 偏移量设置
``` python
# PyTorch 写法:
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.split.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.split.md
index 68eb4562de0..0e294681131 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.split.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.split.md
@@ -1,20 +1,16 @@
## [ 输入参数用法不一致 ]torch.Tensor.split
-
### [torch.Tensor.split](https://pytorch.org/docs/stable/generated/torch.Tensor.split.html)
-
```python
torch.Tensor.split(split_size, dim=0)
```
### [paddle.Tensor.split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#split-num-or-sections-axis-0-name-none)
-
```python
paddle.Tensor.split(num_or_sections, axis=0, name=None)
```
PyTorch 的 `split_size` 与 Paddle 的 `num_or_sections` 用法不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| dim | axis | 表示需要分割的维度，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.svd.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.svd.md
index 4965566ef88..23c5c5a5ae6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.svd.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.svd.md
@@ -1,7 +1,5 @@
## [ 输入参数用法不一致 ]torch.Tensor.svd
-
### [torch.Tensor.svd](https://pytorch.org/docs/stable/generated/torch.Tensor.svd.html#torch.Tensor.svd)
-
```python
torch.Tensor.svd(some=True, compute_uv=True)
```
@@ -14,7 +12,6 @@ paddle.linalg.svd(x, full_matrics=False, name=None)
两者参数用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| some | full_matrics | 是否计算完整的 U 和 V 矩阵，两者参数功能相反，需要转写。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.tile.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.tile.md
index 3ccdb602bdb..328a1b03e8b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.tile.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.tile.md
@@ -1,13 +1,10 @@
-## [ 输入参数用法不一致 ] torch.Tensor.tile
-
+## [ 输入参数用法不一致 ]torch.Tensor.tile
### [torch.Tensor.tile](https://pytorch.org/docs/stable/generated/torch.Tensor.tile.html#torch.Tensor.tile)
-
```python
torch.Tensor.tile(*dims)
```
### [paddle.Tensor.tile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tile-repeat-times-name-none)
-
```python
paddle.Tensor.tile(repeat_times, name=None)
```
@@ -15,15 +12,12 @@ paddle.Tensor.tile(repeat_times, name=None)
两者功能一致，但 pytorch 的 `reps` 和 paddle 的 `repeat_times` 参数用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------ |
| *dims | repeat_times | 维度复制次数， PyTorch 参数 dims 既可以是可变参数，也可以是 list/tuple/tensor 的形式， Paddle 参数 repeat_times 为 list/tuple/tensor 的形式。当 Pytorch 为可变参数的用法时，需要转写。 |
### 转写示例
-
#### \*dims: 维度复制次数
-
```python
# PyTorch 写法
x = torch.tensor([1, 2, 3])
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.transpose_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.transpose_.md
index 24e3d68211e..dcd70a753b8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.transpose_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.transpose_.md
@@ -1,20 +1,16 @@
## [ 输入参数用法不一致 ]torch.Tensor.transpose_
-
### [torch.Tensor.transpose_](https://pytorch.org/docs/stable/generated/torch.Tensor.transpose_.html)
-
```python
torch.Tensor.transpose_(dim0, dim1)
```
### [paddle.Tensor.transpose_]()
-
```python
paddle.Tensor.transpose_(perm, name=None)
```
PyTorch 的 `dim0, dim1` 与 Paddle 的 `perm` 用法不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| dim0, dim1 | perm | torch 的 dim0 与 dim1 表示要交换的两个维度, 为整数。 paddle 的 perm 表示重排的维度序列，为 list/tuple 。需要转写。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.where.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.where.md
index 80725f504c7..76a6ecd9318 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.where.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.Tensor.where.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.Tensor.where
-
### [torch.Tensor.where](https://pytorch.org/docs/stable/generated/torch.Tensor.where.html#torch.Tensor.where)
-
```python
torch.Tensor.where(condition, other)
```
### [paddle.where](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/where_cn.html)
-
```python
paddle.where(condition, x=None, y=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.where(condition, x=None, y=None, name=None)
Pytorch 为 Tensor 类方法，Paddle 为普通函数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| condition | condition | 判断条件。|
@@ -23,7 +19,6 @@ Pytorch 为 Tensor 类方法，Paddle 为普通函数，具体如下：
| other | y | 当 condition 为 false 时，选择的元素，仅参数名不一致。|
### 转写示例
-
```python
# torch 写法
a = torch.tensor([0, 1, 2])
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.atleast_1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.atleast_1d.md
index ef804447620..2529b76ff54 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.atleast_1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.atleast_1d.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.atleast_1d
-
### [torch.atleast_1d](https://pytorch.org/docs/stable/generated/torch.atleast_1d.html#torch-atleast-1d)
-
```python
torch.atleast_1d(*tensors)
```
### [paddle.atleast_1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_1d_cn.html#atleast_1d)
-
```python
paddle.atleast_1d(*inputs, name=None)
```
@@ -15,7 +12,6 @@ paddle.atleast_1d(*inputs, name=None)
PyTorch 与 Paddle 参数不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| tensors | inputs | 输入的 Tensor，仅当 torch 输入为 tuple(Tensor)时，两者处理方式不一致，需要转写。其他情形下均一致。 |
@@ -23,9 +19,7 @@ PyTorch 与 Paddle 参数不一致，具体如下：
PyTorch 与 Paddle 功能一致，但对于由多个 Tensor 组成 tuple|list 输入的处理方式略有不同，具体请看转写示例。
### 转写示例
-
#### tensors: 输入为 tuple(Tensor)时
-
```python
# PyTorch 写法
torch.atleast_1d((x, y))
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.atleast_2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.atleast_2d.md
index 3bf23506e5a..148d72b3f15 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.atleast_2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.atleast_2d.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.atleast_2d
-
### [torch.atleast_2d](https://pytorch.org/docs/stable/generated/torch.atleast_2d.html#torch-atleast-2d)
-
```python
torch.atleast_2d(*tensors)
```
### [paddle.atleast_2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_2d_cn.html#atleast_2d)
-
```python
paddle.atleast_2d(*inputs, name=None)
```
@@ -15,7 +12,6 @@ paddle.atleast_2d(*inputs, name=None)
PyTorch 与 Paddle 参数不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| tensors | inputs | 输入的 Tensor，仅当 torch 输入为 tuple(Tensor)时，两者处理方式不一致，需要转写。其他情形下均一致。 |
@@ -23,9 +19,7 @@ PyTorch 与 Paddle 参数不一致，具体如下：
PyTorch 与 Paddle 功能一致，但对于由多个 Tensor 组成 tuple|list 输入的处理方式略有不同，具体请看转写示例。
### 转写示例
-
#### tensors: 输入为 tuple(Tensor)时
-
```python
# PyTorch 写法
torch.atleast_2d((x, y))
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.atleast_3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.atleast_3d.md
index 0be78693aad..caddf849cbe 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.atleast_3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.atleast_3d.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.atleast_3d
-
### [torch.atleast_3d](https://pytorch.org/docs/stable/generated/torch.atleast_3d.html#torch-atleast-3d)
-
```python
torch.atleast_3d(*tensors)
```
### [paddle.atleast_3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atleast_3d_cn.html#atleast_3d)
-
```python
paddle.atleast_3d(*inputs, name=None)
```
@@ -15,7 +12,6 @@ paddle.atleast_3d(*inputs, name=None)
PyTorch 与 Paddle 参数不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| tensors | inputs | 输入的 Tensor，仅当 torch 输入为 tuple(Tensor)时，两者处理方式不一致，需要转写。其他情形下均一致。 |
@@ -23,9 +19,7 @@ PyTorch 与 Paddle 参数不一致，具体如下：
PyTorch 与 Paddle 功能一致，但对于由多个 Tensor 组成 tuple|list 输入的处理方式略有不同，具体请看转写示例。
### 转写示例
-
#### tensors: 输入为 tuple(Tensor)时
-
```python
# PyTorch 写法
torch.atleast_3d((x, y))
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.cuda.Stream__upper.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.cuda.Stream__upper.md
index d1e95623fc0..49d337cc860 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.cuda.Stream__upper.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.cuda.Stream__upper.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.cuda.Stream
-
### [torch.cuda.Stream](https://pytorch.org/docs/stable/generated/torch.cuda.Stream.html#torch.cuda.Stream)
-
```python
torch.cuda.Stream(device=None, priority=0, **kwargs)
```
### [paddle.device.Stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/Stream_cn.html#stream)
-
```python
paddle.device.Stream(device=None, priority=None)
```
@@ -15,16 +12,13 @@ paddle.device.Stream(device=None, priority=None)
两者功能一致，参数用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | ----------------------------------------------------------------------------------------- |
| device | device | 希望分配 stream 的设备。 |
| priority | priority | stream 的优先级，PyTorch 取值范围为-1、0，Paddle 的取值范围为 1、2，需要转写。 |
### 转写示例
-
#### priority: stream 的优先级
-
```python
# PyTorch 写法
torch.cuda.Stream(priority=0)
@@ -34,7 +28,6 @@ paddle.device.Stream(priority=2)
```
#### device: 希望分配 stream 的设备
-
```python
# PyTorch 写法
torch.cuda.Stream('cuda:0')
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_gather.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_gather.md
index f667f49f97a..ccfb87ba94e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_gather.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_gather.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.distributed.all_gather
-
### [torch.distributed.all_gather](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_gather)
-
```python
torch.distributed.all_gather(tensor_list, tensor, group=None, async_op=False)
```
### [paddle.distributed.all_gather](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_gather_cn.html)
-
```python
paddle.distributed.all_gather(tensor_list, tensor, group=None, sync_op=True)
```
@@ -15,7 +12,6 @@ paddle.distributed.all_gather(tensor_list, tensor, group=None, sync_op=True)
其中 PyTorch 和 Paddle 功能一致，参数用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------- | ------------ | --------------------------------------------------------------- |
| tensor_list | tensor_list | 操作的输出 Tensor 列表。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_gather_into_tensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_gather_into_tensor.md
index 47835fa68eb..cea6f58de7a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_gather_into_tensor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_gather_into_tensor.md
@@ -1,14 +1,11 @@
## [ 输入参数用法不一致 ]torch.distributed.all_gather_into_tensor
-
### [torch.distributed.all_gather_into_tensor](https://docs.pytorch.org/docs/stable/distributed.html#torch.distributed.all_gather_into_tensor)
-
```python
torch.distributed.all_gather_into_tensor(output_tensor, input_tensor, group=None, async_op=False)
```
### [paddle.distributed.all_gather](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_gather_cn.html#all-gather)
-
```python
paddle.distributed.all_gather(tensor_list, tensor, group=None, sync_op=True)
```
@@ -16,7 +13,6 @@ paddle.distributed.all_gather(tensor_list, tensor, group=None, sync_op=True)
其中 PyTorch 和 Paddle 功能一致，参数用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | --------------------------------------------- |
| output_tensor | tensor_list | 表示用于保存聚合结果的张量，torch 为 Tensor， Paddle 为 list，需要转写。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_gather_object.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_gather_object.md
index a9d010e3772..0a3d25e5a75 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_gather_object.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_gather_object.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.distributed.all_gather_object
-
### [torch.distributed.all_gather_object](https://pytorch.org/docs/stable/distributed.html?highlight=all_gather_object#torch.distributed.all_gather_object)
-
```python
torch.distributed.all_gather_object(object_list, obj, group=None)
```
### [paddle.distributed.all_gather_object](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/all_gather_object_cn.html)
-
```python
paddle.distributed.all_gather_object(object_list, obj, group=None)
```
@@ -15,7 +12,6 @@ paddle.distributed.all_gather_object(object_list, obj, group=None)
功能一致，参数几乎完全一致。但`object_list`的初始化方式不同。具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | --------------------------------------------- |
| object_list | object_list | 表示用于保存聚合结果的列表。PyTorch 需初始化成与 `group` 等长的列表, Paddle 需初始化为空列表，需要转写。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_reduce.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_reduce.md
index 44fef890700..5f8d1fddfce 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_reduce.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_reduce.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.distributed.all_reduce
-
### [torch.distributed.all_reduce](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_reduce)
-
```python
torch.distributed.all_reduce(tensor, op=, group=None, async_op=False)
```
### [paddle.distributed.all_reduce](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/all_reduce_cn.html)
-
```python
paddle.distributed.all_reduce(tensor, op=ReduceOp.SUM, group=None, sync_op=True)
```
@@ -15,7 +12,6 @@ paddle.distributed.all_reduce(tensor, op=ReduceOp.SUM, group=None, sync_op=True)
其中 PyTorch 和 Paddle 功能一致，参数用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | --------------------------------------------------------------- |
| tensor | tensor | 操作的输入 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_to_all.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_to_all.md
index 021f2cbf5a4..b03b24913ee 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_to_all.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_to_all.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.distributed.all_to_all
-
### [torch.distributed.all_to_all](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_to_all)
-
```python
torch.distributed.all_to_all(output_tensor_list, input_tensor_list, group=None, async_op=False)
```
### [paddle.distributed.alltoall](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/alltoall_cn.html)
-
```python
paddle.distributed.alltoall(in_tensor_list, out_tensor_list, group=None, sync_op=True)
```
@@ -15,7 +12,6 @@ paddle.distributed.alltoall(in_tensor_list, out_tensor_list, group=None, sync_op
其中 PyTorch 和 Paddle 功能一致，参数用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------------ | --------------- | --------------------------------------------------------------- |
| output_tensor_list | out_tensor_list | 包含所有输出 Tensors 的一个列表，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_to_all_single.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_to_all_single.md
index b21a28c6f48..430c982f624 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_to_all_single.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.all_to_all_single.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.distributed.all_to_all_single
-
### [torch.distributed.all_to_all_single](https://pytorch.org/docs/stable/distributed.html#torch.distributed.all_to_all_single)
-
```python
torch.distributed.all_to_all_single(output, input, output_split_sizes=None, input_split_sizes=None, group=None, async_op=False)
```
### [paddle.distributed.alltoall_single](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/alltoall_single_cn.html#alltoall-single)
-
```python
paddle.distributed.alltoall_single(out_tensor, in_tensor, in_split_sizes=None, out_split_sizes=None, group=None, sync_op=True)
```
@@ -15,7 +12,6 @@ paddle.distributed.alltoall_single(out_tensor, in_tensor, in_split_sizes=None, o
其中 PyTorch 和 Paddle 功能一致，参数用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------------ | --------------- | --------------------------------------------------------------- |
| output | out_tensor | 用于保存操作结果的 Tensor，仅参数名不一致。 |
@@ -28,7 +24,6 @@ paddle.distributed.alltoall_single(out_tensor, in_tensor, in_split_sizes=None, o
### 转写示例
#### async_op：是否为异步操作
-
```python
# PyTorch 写法:
torch.distributed.all_to_all_single(output=output, input=input, async_op=True)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.broadcast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.broadcast.md
index 3dca94fffda..73231148c04 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.broadcast.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.broadcast.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.distributed.broadcast
-
### [torch.distributed.broadcast](https://pytorch.org/docs/stable/distributed.html#torch.distributed.broadcast)
-
```python
torch.distributed.broadcast(tensor, src, group=None, async_op=False)
```
### [paddle.distributed.broadcast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/broadcast_cn.html)
-
```python
paddle.distributed.broadcast(tensor, src, group=None, sync_op=True)
```
@@ -15,7 +12,6 @@ paddle.distributed.broadcast(tensor, src, group=None, sync_op=True)
其中 PyTorch 和 Paddle 功能一致，参数用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | ------------------------------------------------------------------------------------------------------ |
| tensor | tensor | 如果当前进程编号是源，那么这个 Tensor 变量将被发送给其他进程，否则这个 Tensor 将接收源发送过来的数据。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.gather.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.gather.md
index 077d7476916..5f8121162d6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.gather.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.gather.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.distributed.gather
-
### [torch.distributed.gather](https://pytorch.org/docs/stable/distributed.html#torch.distributed.gather)
-
```python
torch.distributed.gather(tensor, gather_list=None, dst=0, group=None, async_op=False)
```
### [paddle.distributed.gather](https://github.com/PaddlePaddle/Paddle/blob/c8ccc9b154632ef41ade1b8e97b87d54fde7e8f8/python/paddle/distributed/communication/gather.py#L20C71-L20C71)
-
```python
paddle.distributed.gather(tensor, gather_list=None, dst=0, group=None, sync_op=True)
```
@@ -15,7 +12,6 @@ paddle.distributed.gather(tensor, gather_list=None, dst=0, group=None, sync_op=T
其中 PyTorch 和 Paddle 功能一致，参数用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------- | ------------ | --------------------------------------------------------------- |
| tensor | tensor | 操作的输入 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.optim.DistributedOptimizer.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.optim.DistributedOptimizer.md
index e2204e54593..3ad526e5384 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.optim.DistributedOptimizer.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.optim.DistributedOptimizer.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.distributed.optim.DistributedOptimizer
-
### [torch.distributed.optim.DistributedOptimizer](https://pytorch.org/docs/stable/distributed.optim.html)
-
```python
torch.distributed.optim.DistributedOptimizer(optimizer_class, params_rref, *args, **kwargs)
```
### [paddle.distributed.fleet.distributed_optimizer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/fleet/Fleet_cn.html#cn-api-paddle-distributed-fleet-fleet)
-
```python
paddle.distributed.fleet.distributed_optimizer(optimizer, strategy=None)
```
@@ -16,7 +13,6 @@ paddle.distributed.fleet.distributed_optimizer(optimizer, strategy=None)
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| --------------- | ------------ | --------------------------------------------------------------------- |
| optimizer_class | optimizer | 优化器，PyTorch 输入为 class, Paddle 输入为实例化的 optimizer。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.reduce.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.reduce.md
index 34213083f11..eedf23c62cb 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.reduce.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.reduce.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.distributed.reduce
-
### [torch.distributed.reduce](https://pytorch.org/docs/stable/distributed.html#torch.distributed.reduce)
-
```python
torch.distributed.reduce(tensor, dst, op=, group=None, async_op=False)
```
### [paddle.distributed.reduce](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_cn.html)
-
```python
paddle.distributed.reduce(tensor, dst, op=ReduceOp.SUM, group=None, sync_op=True)
```
@@ -15,7 +12,6 @@ paddle.distributed.reduce(tensor, dst, op=ReduceOp.SUM, group=None, sync_op=True
两者功能一致但参数不一致，其中 PyTorch 的 async_op 与 Paddle 的 sync_op 用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | --------------------------------------------- |
| tensor | tensor | 表示操作的输入 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.reduce_scatter.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.reduce_scatter.md
index 53fd8efbe7d..cab600e65b0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.reduce_scatter.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.reduce_scatter.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.distributed.reduce_scatter
-
### [torch.distributed.reduce_scatter](https://pytorch.org/docs/stable/distributed.html#torch.distributed.reduce_scatter)
-
```python
torch.distributed.reduce_scatter(output, input_list, op=, group=None, async_op=False)
```
### [paddle.distributed.reduce_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/reduce_scatter_cn.html#reduce-scatter)
-
```python
paddle.distributed.reduce_scatter(tensor, tensor_list, op=ReduceOp.SUM, group=None, sync_op=True)
```
@@ -15,7 +12,6 @@ paddle.distributed.reduce_scatter(tensor, tensor_list, op=ReduceOp.SUM, group=No
其中 PyTorch 和 Paddle 功能一致，参数用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------ | ---------------------------------------------------------------------- |
| output | tensor | 用于接收数据的 tensor，仅参数名不一致。 |
@@ -25,9 +21,7 @@ paddle.distributed.reduce_scatter(tensor, tensor_list, op=ReduceOp.SUM, group=No
| async_op | sync_op | 该操作是否为异步或同步操作，PyTorch 和 Paddle 取值相反，需要转写。 |
### 转写示例
-
#### async_op 参数：该操作是否为异步或同步操作
-
```python
# PyTorch 写法:
torch.distributed.reduce_scatter(data1, [data1, data2], async_op=False)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.rpc.rpc_async.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.rpc.rpc_async.md
index 0da6723ef57..7f08b821c76 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.rpc.rpc_async.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.rpc.rpc_async.md
@@ -1,13 +1,10 @@
-## [输入参数用法不一致]torch.distributed.rpc.rpc_async
-
+## [ 输入参数用法不一致 ]torch.distributed.rpc.rpc_async
### [torch.distributed.rpc.rpc_async](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.rpc_async)
-
```python
torch.distributed.rpc.rpc_async(to, func, args=None, kwargs=None, timeout=- 1.0)
```
### [paddle.distributed.rpc.rpc_async](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_async_cn.html#rpc-async)
-
```python
paddle.distributed.rpc.rpc_async(to, fn, args=None, kwargs=None, timeout=- 1)
```
@@ -15,7 +12,6 @@ paddle.distributed.rpc.rpc_async(to, fn, args=None, kwargs=None, timeout=- 1)
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 |
| ------- | ------------ | ---------------------------------- |
| to | to | 目标 worker 的名字。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.rpc.rpc_sync.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.rpc.rpc_sync.md
index baf36a20b02..51d86fc6c65 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.rpc.rpc_sync.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.rpc.rpc_sync.md
@@ -1,13 +1,10 @@
-## [输入参数用法不一致]torch.distributed.rpc.rpc_sync
-
+## [ 输入参数用法不一致 ]torch.distributed.rpc.rpc_sync
### [torch.distributed.rpc.rpc_sync](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.rpc_sync)
-
```python
torch.distributed.rpc.rpc_sync(to, func, args=None, kwargs=None, timeout=- 1.0)
```
### [paddle.distributed.rpc.rpc_sync](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/rpc_sync_cn.html)
-
```python
paddle.distributed.rpc.rpc_sync(to, fn, args=None, kwargs=None, timeout=- 1)
```
@@ -15,7 +12,6 @@ paddle.distributed.rpc.rpc_sync(to, fn, args=None, kwargs=None, timeout=- 1)
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 |
| ------- | ------------ | ---------------------------------- |
| to | to | 目标 worker 的名字。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.scatter.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.scatter.md
index 20187bd69a6..fdc0ae3dc81 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.scatter.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.distributed.scatter.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.distributed.scatter
-
### [torch.distributed.scatter](https://pytorch.org/docs/stable/distributed.html#torch.distributed.scatter)
-
```python
torch.distributed.scatter(tensor, scatter_list=None, src=0, group=None, async_op=False)
```
### [paddle.distributed.scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/scatter_cn.html)
-
```python
paddle.distributed.scatter(tensor, tensor_list=None, src=0, group=None, sync_op=True)
```
@@ -15,7 +12,6 @@ paddle.distributed.scatter(tensor, tensor_list=None, src=0, group=None, sync_op=
其中 PyTorch 和 Paddle 功能一致，参数用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | --------------------------------------------------------------- |
| tensor | tensor | 操作的输出 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.AvgPool1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.AvgPool1d.md
index 2194f4afc22..9e5dc43e045 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.AvgPool1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.AvgPool1d.md
@@ -1,6 +1,5 @@
## [ 输入参数用法不一致 ]torch.nn.AvgPool1d
### [torch.nn.AvgPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool1d.html?highlight=avgpool1d#torch.nn.AvgPool1d)
-
```python
torch.nn.AvgPool1d(kernel_size,
stride=None,
@@ -10,7 +9,6 @@ torch.nn.AvgPool1d(kernel_size,
```
### [paddle.nn.AvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool1D_cn.html#avgpool1d)
-
```python
paddle.nn.AvgPool1D(kernel_size,
stride=None,
@@ -22,7 +20,6 @@ paddle.nn.AvgPool1D(kernel_size,
其中 PyTorch 的 count_include_pad 与 Paddle 的 exclusive 用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| kernel_size | kernel_size | 表示池化核的尺寸大小 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.AvgPool2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.AvgPool2d.md
index 396605018db..c84e3496a58 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.AvgPool2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.AvgPool2d.md
@@ -1,6 +1,5 @@
## [ 输入参数用法不一致 ]torch.nn.AvgPool2d
### [torch.nn.AvgPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool2d.html?highlight=avgpool2d#torch.nn.AvgPool2d)
-
```python
torch.nn.AvgPool2d(kernel_size,
stride=None,
@@ -11,7 +10,6 @@ torch.nn.AvgPool2d(kernel_size,
```
### [paddle.nn.AvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool2D_cn.html#avgpool2d)
-
```python
paddle.nn.AvgPool2D(kernel_size,
stride=None,
@@ -25,7 +23,6 @@ paddle.nn.AvgPool2D(kernel_size,
其中 PyTorch 的 count_include_pad 与 Paddle 的 exclusive 用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| kernel_size | kernel_size | 表示池化核的尺寸大小 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.AvgPool3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.AvgPool3d.md
index 59e17ae0064..027a7add23d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.AvgPool3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.AvgPool3d.md
@@ -1,6 +1,5 @@
## [ 输入参数用法不一致 ]torch.nn.AvgPool3d
### [torch.nn.AvgPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool3d.html?highlight=avgpool3d#torch.nn.AvgPool3d)
-
```python
torch.nn.AvgPool3d(kernel_size,
stride=None,
@@ -11,7 +10,6 @@ torch.nn.AvgPool3d(kernel_size,
```
### [paddle.nn.AvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AvgPool3D_cn.html#avgpool3d)
-
```python
paddle.nn.AvgPool3D(kernel_size,
stride=None,
@@ -25,7 +23,6 @@ paddle.nn.AvgPool3D(kernel_size,
其中 PyTorch 的 count_include_pad 与 Paddle 的 exclusive 用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| kernel_size | kernel_size | 表示池化核的尺寸大小 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.BatchNorm1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.BatchNorm1d.md
index 25985601d59..d2beb22f676 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.BatchNorm1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.BatchNorm1d.md
@@ -1,6 +1,5 @@
## [ 输入参数用法不一致 ]torch.nn.BatchNorm1d
### [torch.nn.BatchNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm1d.html?highlight=torch%20nn%20batchnorm1d#torch.nn.BatchNorm1d)
-
```python
torch.nn.BatchNorm1d(num_features,
eps=1e-05,
@@ -12,7 +11,6 @@ torch.nn.BatchNorm1d(num_features,
```
### [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm1D_cn.html#batchnorm1d)
-
```python
paddle.nn.BatchNorm1D(num_features,
momentum=0.9,
@@ -26,7 +24,6 @@ paddle.nn.BatchNorm1D(num_features,
两者功能一致但参数不一致，部分参数名不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ |-----------------------------------------------------------------------------------------------------------------------------|
| num_features | num_features | 表示输入 Tensor 通道数。 |
@@ -70,7 +67,6 @@ m = paddle.nn.BatchNorm1D(24, momentum=0.8)
```
#### track_running_stats：指示是否使用全局均值和方差
-
```python
track_running_stats=None 时:
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.BatchNorm2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.BatchNorm2d.md
index 7922844a3d5..d36642d9702 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.BatchNorm2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.BatchNorm2d.md
@@ -1,7 +1,5 @@
## [ 输入参数用法不一致 ]torch.nn.BatchNorm2d
-
### [torch.nn.BatchNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm2d.html?highlight=batchnorm2d#torch.nn.BatchNorm2d)
-
```python
torch.nn.BatchNorm2d(num_features,
eps=1e-05,
@@ -13,7 +11,6 @@ torch.nn.BatchNorm2d(num_features,
```
### [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm2D_cn.html#batchnorm2d)
-
```python
paddle.nn.BatchNorm2D(num_features,
momentum=0.9,
@@ -28,7 +25,6 @@ paddle.nn.BatchNorm2D(num_features,
两者功能一致但参数不一致，部分参数名不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
|---------------------|------------------|---------------------------------------------------------------------------------------------------------------------|
| num_features | num_features | 表示输入 Tensor 通道数。 |
@@ -43,9 +39,7 @@ paddle.nn.BatchNorm2D(num_features,
| dtype | - | 指定权重参数属性的对象，一般对网络训练结果影响不大，可直接删除。 |
### 转写示例
-
#### affine：是否进行反射变换
-
```python
affine = False
时，表示不更新：
@@ -67,7 +61,6 @@ m = paddle.nn.BatchNorm2D(24)
```
#### momentum：
-
```python
# PyTorch 写法
m = torch.nn.BatchNorm2D(24, momentum=0.2)
@@ -77,7 +70,6 @@ m = paddle.nn.BatchNorm2D(24, momentum=0.8)
```
#### track_running_stats：指示是否使用全局均值和方差
-
```python
track_running_stats=None 时:
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.BatchNorm3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.BatchNorm3d.md
index ec0e89cbece..d52c664e42e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.BatchNorm3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.BatchNorm3d.md
@@ -1,6 +1,5 @@
## [ 输入参数用法不一致 ]torch.nn.BatchNorm3d
### [torch.nn.BatchNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm3d.html?highlight=torch%20nn%20batchnorm3d#torch.nn.BatchNorm3d)
-
```python
torch.nn.BatchNorm3d(num_features,
eps=1e-05,
@@ -12,7 +11,6 @@ torch.nn.BatchNorm3d(num_features,
```
### [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm3D_cn.html#batchnorm3d)
-
```python
paddle.nn.BatchNorm3D(num_features,
momentum=0.9,
@@ -26,7 +24,6 @@ paddle.nn.BatchNorm3D(num_features,
两者功能一致但参数不一致，部分参数名不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| num_features | num_features | 表示输入 Tensor 通道数。 |
@@ -69,7 +66,6 @@ m = torch.nn.BatchNorm3D(24, momentum=0.2)
m = paddle.nn.BatchNorm3D(24, momentum=0.8)
```
#### track_running_stats：指示是否使用全局均值和方差
-
```python
track_running_stats=None 时:
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.ConvTranspose1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.ConvTranspose1d.md
index 17bdbf19a50..fddf9988200 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.ConvTranspose1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.ConvTranspose1d.md
@@ -32,7 +32,6 @@ paddle.nn.Conv1DTranspose(in_channels,
其中 PyTorch 的 `bias` 与 Paddle 的 `bias_attr` 用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| in_channels | in_channels | 表示输入 Tensor 通道数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.ConvTranspose2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.ConvTranspose2d.md
index ae2c9c0a728..11d137af595 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.ConvTranspose2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.ConvTranspose2d.md
@@ -32,7 +32,6 @@ paddle.nn.Conv2DTranspose(in_channels,
其中 PyTorch 的 `bias` 与 Paddle 的 `bias_attr` 用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| in_channels | in_channels | 表示输入 Tensor 通道数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.ConvTranspose3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.ConvTranspose3d.md
index 1b06d12e35e..e00c8b7c5f8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.ConvTranspose3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.ConvTranspose3d.md
@@ -34,7 +34,6 @@ paddle.nn.Conv3DTranspose(in_channels,
其中 PyTorch 的 `bias` 与 Paddle 的 `bias_attr` 用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| in_channels | in_channels | 表示输入 Tensor 通道数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.GRU.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.GRU.md
index 0f80f94aab6..585570daa9e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.GRU.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.GRU.md
@@ -28,7 +28,6 @@ paddle.nn.GRU(input_size,
两者功能一致但参数不一致，部分参数名不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input_size | input_size | 表示输入 x 的大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.InstanceNorm1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.InstanceNorm1d.md
index f71a317a2e3..63b5cebe0f6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.InstanceNorm1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.InstanceNorm1d.md
@@ -1,7 +1,5 @@
## [ 输入参数用法不一致 ]torch.nn.InstanceNorm1d
-
### [torch.nn.InstanceNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm1d.html#torch.nn.InstanceNorm1d)
-
```python
torch.nn.InstanceNorm1d(num_features, eps=1e-05, momentum=0.1, affine=False, track_running_stats=False, device=None, dtype=None)
```
@@ -13,7 +11,6 @@ paddle.nn.InstanceNorm1D(num_features, epsilon=1e-05, momentum=0.9, weight_attr=
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| num_features | num_features | 指明输入的通道数量 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.InstanceNorm2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.InstanceNorm2d.md
index 2faa1735bbc..c57eee9703a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.InstanceNorm2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.InstanceNorm2d.md
@@ -1,7 +1,5 @@
## [ 输入参数用法不一致 ]torch.nn.InstanceNorm2d
-
### [torch.nn.InstanceNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm2d.html#torch.nn.InstanceNorm2d)
-
```python
torch.nn.InstanceNorm2d(num_features, eps=1e-05, momentum=0.1, affine=False, track_running_stats=False, device=None, dtype=None)
```
@@ -13,7 +11,6 @@ paddle.nn.InstanceNorm2D(num_features, epsilon=1e-05, momentum=0.9, weight_attr=
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| num_features | num_features | 指明输入的通道数量。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.LSTM.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.LSTM.md
index 4584fdf6908..c035e5b283d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.LSTM.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.LSTM.md
@@ -1,6 +1,5 @@
## [ 输入参数用法不一致 ]torch.nn.LSTM
### [torch.nn.LSTM](https://pytorch.org/docs/stable/generated/torch.nn.LSTM.html?highlight=lstm#torch.nn.LSTM)
-
```python
torch.nn.LSTM(input_size,
hidden_size,
@@ -15,7 +14,6 @@ torch.nn.LSTM(input_size,
```
### [paddle.nn.LSTM](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LSTM_cn.html#lstm)
-
```python
paddle.nn.LSTM(input_size,
hidden_size,
@@ -33,7 +31,6 @@ paddle.nn.LSTM(input_size,
两者功能一致但参数不一致，部分参数名不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input_size | input_size | 表示输入 x 的大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Linear.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Linear.md
index d7668abe13c..f79bdd9735c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Linear.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Linear.md
@@ -1,6 +1,5 @@
## [ 输入参数用法不一致 ]torch.nn.Linear
### [torch.nn.Linear](https://pytorch.org/docs/stable/generated/torch.nn.Linear.html?highlight=linear#torch.nn.Linear)
-
```python
torch.nn.Linear(in_features,
out_features,
@@ -10,7 +9,6 @@ torch.nn.Linear(in_features,
```
### [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Linear_cn.html#linear)
-
```python
paddle.nn.Linear(in_features,
out_features,
@@ -21,7 +19,6 @@ paddle.nn.Linear(in_features,
其中 PyTorch 的 `bias` 与 Paddle 的 `bias_attr` 用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| in_features | in_features | 表示线性变换层输入单元的数目。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Module.xpu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Module.xpu.md
index 1de3f2f55fd..f971b250cdc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Module.xpu.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Module.xpu.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.nn.Module.xpu
-
### [torch.nn.Module.xpu](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.xpu)
-
```python
torch.nn.Module.xpu(device=None)
```
### [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none)
-
```python
paddle.nn.Layer.to(device="xpu")
```
@@ -15,15 +12,12 @@ paddle.nn.Layer.to(device="xpu")
两者参数用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------------------------------- |
| device | device | PyTorch 为设备编号，Paddle 为 xpu:设备编号，需要转写。 |
### 转写示例
-
#### device 参数：设备
-
```python
# PyTorch 写法:
module = torch.nn.Module()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Module.zero_grad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Module.zero_grad.md
index c8bab45c525..b051ed13fdf 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Module.zero_grad.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.Module.zero_grad.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.nn.Module.zero_grad
-
### [torch.nn.Module.zero_grad](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.zero_grad)
-
```python
torch.nn.Module.zero_grad(set_to_none=True)
```
### [paddle.nn.Layer.clear_gradients](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#clear-gradients)
-
```python
paddle.nn.Layer.clear_gradients(set_to_zero=True)
```
@@ -15,13 +12,11 @@ paddle.nn.Layer.clear_gradients(set_to_zero=True)
PyTorch 的 `Module.zero_grad` 参数与 Paddle 的 `Layer.clear_gradients` 参数用法刚好相反，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------- | ------------ | ------------------------------------------------ |
| set_to_none | set_to_zero | 设置如何清空梯度，PyTorch 默认 set_to_none 为 True，Paddle 默认 set_to_zero 为 True，两者功能刚好相反，Paddle 需设置为 False。 |
### 转写示例
-
```python
# PyTorch 写法
torch.nn.Module.zero_grad(set_to_none=True)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.RNN.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.RNN.md
index c8bd9a3fe9c..1d1633f031e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.RNN.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.RNN.md
@@ -20,7 +20,6 @@ paddle.nn.SimpleRNN(input_size, hidden_size, num_layers=1, activation='tanh', di
两者功能一致但参数不一致，部分参数名不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input_size | input_size | 表示输入 x 的大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.SyncBatchNorm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.SyncBatchNorm.md
index 9b6252e045b..ebd5bbe3c5b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.SyncBatchNorm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.SyncBatchNorm.md
@@ -1,19 +1,16 @@
## [ 输入参数用法不一致 ]torch.nn.SyncBatchNorm
### [torch.nn.SyncBatchNorm](https://pytorch.org/docs/stable/generated/torch.nn.SyncBatchNorm.html#torch.nn.SyncBatchNorm)
-
```python
torch.nn.SyncBatchNorm(num_features, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True, process_group=None, device=None, dtype=None)
```
### [paddle.nn.SyncBatchNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SyncBatchNorm_cn.html#syncbatchnorm)
-
```python
paddle.nn.SyncBatchNorm(num_features, epsilon=1e-5, momentum=0.9, weight_attr=None, bias_attr=None, data_format='NCHW', name=None)
```
两者功能一致但参数不一致，部分参数名不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| num_features | num_features | 表示输入 Tensor 通道数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.avg_pool1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.avg_pool1d.md
index e04ba1ea15e..56770d55656 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.avg_pool1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.avg_pool1d.md
@@ -1,7 +1,5 @@
## [ 输入参数用法不一致 ]torch.nn.functional.avg_pool1d
-
### [torch.nn.functional.avg_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool1d.html#torch.nn.functional.avg_pool1d)
-
```python
torch.nn.functional.avg_pool1d(input, kernel_size, stride=None, padding=0, ceil_mode=False, count_include_pad=True)
```
@@ -14,7 +12,6 @@ paddle.nn.functional.avg_pool1d(x, kernel_size, stride=None, padding=0, exclusiv
其中 PyTorch 与 Paddle 参数不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.avg_pool2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.avg_pool2d.md
index e3022e3a418..2b4c797894c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.avg_pool2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.avg_pool2d.md
@@ -1,7 +1,5 @@
## [ 输入参数用法不一致 ]torch.nn.functional.avg_pool2d
-
### [torch.nn.functional.avg_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool2d.html#torch.nn.functional.avg_pool2d)
-
```python
torch.nn.functional.avg_pool2d(input, kernel_size, stride=None, padding=0, ceil_mode=False, count_include_pad=True, divisor_override=None)
```
@@ -13,7 +11,6 @@ paddle.nn.functional.avg_pool2d(x, kernel_size, stride=None, padding=0, ceil_mod
其中 PyTorch 与 Paddle 参数不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.avg_pool3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.avg_pool3d.md
index 112705e8400..92dd139ab37 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.avg_pool3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.avg_pool3d.md
@@ -1,7 +1,5 @@
## [ 输入参数用法不一致 ]torch.nn.functional.avg_pool3d
-
### [torch.nn.functional.avg_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.avg_pool3d.html#torch.nn.functional.avg_pool3d)
-
```python
torch.nn.functional.avg_pool3d(input, kernel_size, stride=None, padding=0, ceil_mode=False, count_include_pad=True, divisor_override=None)
```
@@ -13,7 +11,6 @@ paddle.nn.functional.avg_pool3d(x, kernel_size, stride=None, padding=0, ceil_mod
其中 PyTorch 与 Paddle 参数不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.batch_norm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.batch_norm.md
index 762289c914a..50e5349bcf6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.batch_norm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.batch_norm.md
@@ -1,7 +1,5 @@
## [ 输入参数用法不一致 ]torch.nn.functional.batch_norm
-
### [torch.nn.functional.batch_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.batch_norm.html#torch.nn.functional.batch_norm)
-
```python
torch.nn.functional.batch_norm(input, running_mean, running_var, weight=None, bias=None, training=False, momentum=0.1, eps=1e-05)
```
@@ -13,7 +11,6 @@ paddle.nn.functional.batch_norm(x, running_mean, running_var, weight, bias, trai
其中 PyTorch 与 Paddle 参数不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.bilinear.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.bilinear.md
index 80d4b100792..ee0fdea9a95 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.bilinear.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.bilinear.md
@@ -1,7 +1,5 @@
## [ 输入参数用法不一致 ]torch.nn.functional.bilinear
-
### [torch.nn.functional.bilinear](https://pytorch.org/docs/stable/generated/torch.nn.functional.bilinear.html?highlight=bilinear#torch.nn.functional.bilinear)
-
```python
torch.nn.functional.bilinear(input1,
input2,
@@ -10,7 +8,6 @@ torch.nn.functional.bilinear(input1,
```
### [paddle.nn.functional.bilinear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/bilinear_cn.html)
-
```python
paddle.nn.functional.bilinear(x1,
x2,
@@ -21,7 +18,6 @@ paddle.nn.functional.bilinear(x1,
两者功能一致，参数 `bias` 的 `shape` 不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input1 | x1 | 表示第一个输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.instance_norm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.instance_norm.md
index 9300661736c..c5296ccb047 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.instance_norm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.instance_norm.md
@@ -1,7 +1,5 @@
## [ 输入参数用法不一致 ]torch.nn.functional.instance_norm
-
### [torch.nn.functional.instance_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.instance_norm.html#torch.nn.functional.instance_norm)
-
```python
torch.nn.functional.instance_norm(input, running_mean=None, running_var=None, weight=None, bias=None, use_input_stats=True, momentum=0.1, eps=1e-05)
```
@@ -13,7 +11,6 @@ paddle.nn.functional.instance_norm(x, running_mean=None, running_var=None, weigh
其中 PyTorch 与 Paddle 参数不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.linear.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.linear.md
index f674090bf19..60703656e2d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.linear.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.nn.functional.linear.md
@@ -1,7 +1,5 @@
## [ 输入参数用法不一致 ]torch.nn.functional.linear
-
### [torch.nn.functional.linear](https://pytorch.org/docs/stable/generated/torch.nn.functional.linear.html?highlight=linear#torch.nn.functional.linear)
-
```python
torch.nn.functional.linear(input,
weight,
@@ -9,7 +7,6 @@ torch.nn.functional.linear(input,
```
### [paddle.nn.functional.linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/linear_cn.html)
-
```python
paddle.nn.functional.linear(x,
weight,
@@ -19,7 +16,6 @@ paddle.nn.functional.linear(x,
两者功能一致，`weight` 参数的 `shape` 不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.optim.Optimizer.zero_grad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.optim.Optimizer.zero_grad.md
index 4811ba85966..aceae4613c8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.optim.Optimizer.zero_grad.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.optim.Optimizer.zero_grad.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.optim.Optimizer.zero_grad
-
### [torch.optim.Optimizer.zero_grad](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.zero_grad.html)
-
```python
torch.optim.Optimizer.zero_grad(set_to_none=True)
```
### [paddle.optimizer.Optimizer.clear_gradients](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html#clear-grad)
-
```python
paddle.optimizer.Optimizer.clear_gradients(set_to_zero=True)
```
@@ -15,13 +12,11 @@ paddle.optimizer.Optimizer.clear_gradients(set_to_zero=True)
PyTorch 的 `Optimizer.zero_grad` 参数与 Paddle 的 `Optimizer.clear_gradients` 参数用法刚好相反，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------- | ------------ | ------------------------------------------------ |
| set_to_none | set_to_zero | 设置如何清空梯度，PyTorch 默认 set_to_none 为 True，Paddle 默认 set_to_zero 为 True，两者功能刚好相反，Paddle 需设置为 False。 |
### 转写示例
-
```python
# PyTorch 写法
torch.optim.Optimizer.zero_grad(set_to_none=True)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.rand.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.rand.md
index e753016d02e..a753c23fa3d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.rand.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.rand.md
@@ -1,7 +1,5 @@
## [ 输入参数用法不一致 ]torch.rand
-
### [torch.rand](https://pytorch.org/docs/stable/generated/torch.rand.html?highlight=rand#torch.rand)
-
```python
torch.rand(*size,
*,
@@ -15,7 +13,6 @@ torch.rand(*size,
```
### [paddle.rand](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rand_cn.html#rand)
-
```python
paddle.rand(shape,
dtype=None,
@@ -24,7 +21,6 @@ paddle.rand(shape,
其中 torch 的 `size` 和 paddle 的 `shape` 用法不一致，torch 还支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| *size | shape | 表示输出形状大小，PyTorch 以可变参数方式传入，Paddle 以 list 或 tuple 的方式传入。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.set_rng_state.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.set_rng_state.md
index a4de1010bb4..9b2c6e0feb9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.set_rng_state.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.set_rng_state.md
@@ -1,13 +1,10 @@
-## [ 输入参数用法不一致 ] torch.set_rng_state
-
+## [ 输入参数用法不一致 ]torch.set_rng_state
### [torch.set_rng_state](https://pytorch.org/docs/stable/generated/torch.set_rng_state.html#torch.set_rng_state)
-
```python
torch.set_rng_state(new_state)
```
### [paddle.set_rng_state]()
-
```python
paddle.set_rng_state(state_list)
```
@@ -15,7 +12,6 @@ paddle.set_rng_state(state_list)
其中 PyTorch 与 Paddle 的输入参数类型不一致
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| new_state | state_list | 表示需要设置的新状态，PyTorch 输入类型为 torch.ByteTensor, Paddle 为 list[GeneratorState] |
@@ -23,7 +19,6 @@ paddle.set_rng_state(state_list)
### 转写示例
-
#### new_state: 指定输入
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.slice_scatter.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.slice_scatter.md
index b4a3c26b1e1..564283a7faf 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.slice_scatter.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.slice_scatter.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.slice_scatter
-
### [torch.slice_scatter](https://pytorch.org/docs/stable/generated/torch.slice_scatter.html#torch.slice_scatter)
-
```python
torch.slice_scatter(input, src, dim=0, start=None, end=None, step=1)
```
### [paddle.slice_scatter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/slice_scatter.html)
-
```python
paddle.slice_scatter(x, value, axes, starts, ends, strides, name=None)
```
@@ -15,7 +12,6 @@ paddle.slice_scatter(x, value, axes, starts, ends, strides, name=None)
两者功能一致，参数不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的目标矩阵, 仅参数名不一致。 |
@@ -26,7 +22,6 @@ paddle.slice_scatter(x, value, axes, starts, ends, strides, name=None)
| step | strides | 嵌入步长，PyTorch 为 int 类型，Paddle 为 list of int。 |
### 转写示例
-
```python
# PyTorch 写法
torch.slice_scatter(input, src, dim=0, start=1, end=5, step=2)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.sparse.FloatTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.sparse.FloatTensor.md
index dfda2738991..70e15a758c6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.sparse.FloatTensor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.sparse.FloatTensor.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.sparse.FloatTensor
-
### [torch.sparse.FloatTensor](https://pytorch.org/docs/stable/generated/torch.cuda.comm.broadcast.html#torch.cuda.comm.broadcast)
-
```python
torch.sparse.FloatTensor(indices, values, size, *, device=None)
```
### [paddle.sparse.sparse_coo_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_coo_tensor_cn.html#sparse-coo-tensor)
-
```python
paddle.sparse.sparse_coo_tensor(indices, values, shape=None, dtype=None, place=None, stop_gradient=True)
```
@@ -15,7 +12,6 @@ paddle.sparse.sparse_coo_tensor(indices, values, shape=None, dtype=None, place=N
其中 PyTorch 与 Paddle 参数不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------ |
| indices | indices | 初始化 tensor 的数据。 |
@@ -25,9 +21,7 @@ paddle.sparse.sparse_coo_tensor(indices, values, shape=None, dtype=None, place=N
| - | dtype | 创建 tensor 的数据类型。PyTorch 无此参数，Paddle 保持默认即可。 |
| - | stop_gradient | 是否阻断 Autograd 的梯度传导。PyTorch 无此参数，Paddle 保持默认即可。 |
### 转写示例
-
#### device：输出数据类型
-
```python
# PyTorch 写法
torch.sparse.FloatTensor(i, v, torch.Size([2, 3]), device='cpu')
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.sparse_coo_tensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.sparse_coo_tensor.md
index e1fba494a5b..aeda69f4846 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.sparse_coo_tensor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.sparse_coo_tensor.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.sparse_coo_tensor
-
### [torch.sparse_coo_tensor](https://pytorch.org/docs/stable/generated/torch.sparse_coo_tensor.html?highlight=torch+sparse_coo_tensor#torch.sparse_coo_tensor)
-
```python
torch.sparse_coo_tensor(indices,values,size=None, * , dtype=None, device=None, requires_grad=False, check_invariants=None)
```
### [paddle.sparse.sparse_coo_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_coo_tensor_cn.html#sparse-coo-tensor)
-
```python
paddle.sparse.sparse_coo_tensor(indices, values, shape=None, dtype=None, place=None, stop_gradient=True)
```
@@ -15,7 +12,6 @@ paddle.sparse.sparse_coo_tensor(indices, values, shape=None, dtype=None, place=N
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------- | ----------- | ----------------------------------------- |
| indices | indices | 表示初始化 tensor 的数据。 |
@@ -27,7 +23,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| check_invariants | - | 是否检查稀疏 Tensor 变量，Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
### 转写示例
-
```python
# PyTorch 写法
import torch
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.split.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.split.md
index 9b864c978e8..b47a09f5176 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.split.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.split.md
@@ -1,6 +1,5 @@
## [ 输入参数用法不一致 ]torch.split
### [torch.split](https://pytorch.org/docs/stable/generated/torch.split.html?highlight=torch%20split#torch.split)
-
```python
torch.split(tensor,
split_size_or_sections,
@@ -8,7 +7,6 @@ torch.split(tensor,
```
### [paddle.split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/split_cn.html#split)
-
```python
paddle.split(x,
num_or_sections,
@@ -18,7 +16,6 @@ paddle.split(x,
其中 PyTorch 的 `split_size_or_sections` 与 Paddle 的 `num_or_sections` 用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| tensor | x | 表示输入 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.utils.data.TensorDataset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.utils.data.TensorDataset.md
index 7c350d32363..cfb3a914efe 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.utils.data.TensorDataset.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torch.utils.data.TensorDataset.md
@@ -1,13 +1,10 @@
## [ 输入参数用法不一致 ]torch.utils.data.TensorDataset
-
### [torch.utils.data.TensorDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.TensorDataset)
-
```python
torch.utils.data.TensorDataset(*tensors)
```
### [paddle.io.TensorDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/TensorDataset_cn.html)
-
```python
paddle.io.TensorDataset(tensors)
```
@@ -15,15 +12,12 @@ paddle.io.TensorDataset(tensors)
paddle 参数和 torch 参数用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
|----------|--------------|------------------------------------------------|
| *tensors | tensors | 输入的 Tensor， PyTorch 是可变参数用法， Paddle 是列表或元组，需要转写 |
### 转写示例
-
#### tensors：输入的 Tensor
-
```python
# PyTorch 写法
torch.utils.data.TensorDataset(tensor1, tensor2, tensor3)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.CIFAR10.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.CIFAR10.md
index d2a10456247..b9e776d138f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.CIFAR10.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.CIFAR10.md
@@ -1,13 +1,10 @@
-## [输入参数用法不一致]torchvision.datasets.CIFAR10
-
+## [ 输入参数用法不一致 ]torchvision.datasets.CIFAR10
### [torchvision.datasets.CIFAR10](https://pytorch.org/vision/main/generated/torchvision.datasets.CIFAR10.html)
-
```python
torchvision.datasets.CIFAR10(root: Union[str, Path], train: bool = True, transform: Optional[Callable] = None, target_transform: Optional[Callable] = None, download: bool = False)
```
### [paddle.vision.datasets.Cifar10](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Cifar10_cn.html)
-
```python
paddle.vision.datasets.Cifar10(data_file: Optional[str] = None, mode: str = 'train', transform: Optional[Callable] = None, download: bool = True, backend: Optional[str] = None)
```
@@ -15,7 +12,6 @@ paddle.vision.datasets.Cifar10(data_file: Optional[str] = None, mode: str = 'tra
两者功能一致，指定数据集文件路径的参数 `root` 与指定训练集的参数 `train` 的用法不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ---------------------- | --------------------- | ---------------------------------------------------------- |
| root | data_file | 数据集文件路径，Paddle 参数 data_file 需含完整的文件名，如 PyTorch 参数 `/path/to/data`，对应 Paddle 参数 `/path/to/data/cifar-10-python.tar.gz`，需要转写。 |
@@ -35,8 +31,7 @@ train_dataset = torchvision.datasets.CIFAR10(root='/path/to/data', train=True)
train_dataset = paddle.vision.datasets.Cifar10(data_file='/path/to/data/cifar-10-python.tar.gz', mode='train')
```
-#### train: 训练集或数据集
-训练集
+#### train: 训练集或数据集训练集
```python
# PyTorch 写法
train_dataset = torchvision.datasets.CIFAR10(root='/path/to/data', train=True, download=True)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.CIFAR100.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.CIFAR100.md
index 1a7d9c268bc..d427b3229a8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.CIFAR100.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.CIFAR100.md
@@ -1,13 +1,10 @@
-## [输入参数用法不一致]torchvision.datasets.CIFAR100
-
+## [ 输入参数用法不一致 ]torchvision.datasets.CIFAR100
### [torchvision.datasets.CIFAR100](https://pytorch.org/vision/main/generated/torchvision.datasets.CIFAR100.html)
-
```python
torchvision.datasets.CIFAR100(root: Union[str, Path], train: bool = True, transform: Optional[Callable] = None, target_transform: Optional[Callable] = None, download: bool = False)
```
### [paddle.vision.datasets.Cifar100](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Cifar100_cn.html)
-
```python
paddle.vision.datasets.Cifar100(data_file: Optional[str] = None, mode: str = 'train', transform: Optional[Callable] = None, download: bool = True, backend: Optional[str] = None)
```
@@ -15,7 +12,6 @@ paddle.vision.datasets.Cifar100(data_file: Optional[str] = None, mode: str = 'tr
两者功能一致，指定数据集文件路径的参数 `root` 与指定训练集的参数 `train` 的用法不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ---------------------- | --------------------- | ---------------------------------------------------------- |
| root | data_file | 数据集文件路径，Paddle 参数 data_file 需含完整的文件名，如 PyTorch 参数 `/path/to/data`，对应 Paddle 参数 `/path/to/data/cifar-100-python.tar.gz`，需要转写。 |
@@ -35,8 +31,7 @@ train_dataset = torchvision.datasets.CIFAR100(root='/path/to/data', train=True)
train_dataset = paddle.vision.datasets.Cifar100(data_file='/path/to/data/cifar-100-python.tar.gz', mode='train')
```
-#### train: 训练集或数据集
-训练集
+#### train: 训练集或数据集训练集
```python
# PyTorch 写法
train_dataset = torchvision.datasets.CIFAR100(root='/path/to/data', train=True, download=True)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.FashionMNIST.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.FashionMNIST.md
index 4f7e3b77020..6e7e78854ac 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.FashionMNIST.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.FashionMNIST.md
@@ -1,13 +1,10 @@
-## [输入参数用法不一致]torchvision.datasets.FashionMNIST
-
+## [ 输入参数用法不一致 ]torchvision.datasets.FashionMNIST
### [torchvision.datasets.FashionMNIST](https://pytorch.org/vision/main/generated/torchvision.datasets.FashionMNIST.html)
-
```python
torchvision.datasets.FashionMNIST(root: Union[str, Path], train: bool = True, transform: Optional[Callable] = None, target_transform: Optional[Callable] = None, download: bool = False)
```
### [paddle.vision.datasets.FashionMNIST](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/FashionMNIST_cn.html)
-
```python
paddle.vision.datasets.FashionMNIST(image_path: str = None, label_path: str = None, mode: str = 'train', transform: Callable = None, download: bool = True, backend: str = None)
```
@@ -15,7 +12,6 @@ paddle.vision.datasets.FashionMNIST(image_path: str = None, label_path: str = No
两者功能一致，指定数据集文件路径的参数 `root` 与指定训练集的参数 `train` 的用法不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| -------------------------------- | ---------------------------------- | ---- |
| root | image_path, label_path| 指定数据集目录，Paddle 使用 image_path 和 label_path，等价的实现 PyTorch 的 root 的功能，需要转写。|
@@ -37,8 +33,7 @@ train_dataset = paddle.vision.datasets.FashionMNIST(
label_path='./data/FashionMNIST/raw/train-labels-idx1-ubyte.gz')
```
-#### train: 训练集或数据集
-训练集
+#### train: 训练集或数据集训练集
```python
# PyTorch 写法
train_dataset = torchvision.datasets.FashionMNIST(root='./data', train=True)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.Flowers102.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.Flowers102.md
index 08435a4bf3e..7ee8104e2ba 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.Flowers102.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.Flowers102.md
@@ -1,13 +1,10 @@
-## [输入参数用法不一致]torchvision.datasets.Flowers102
-
+## [ 输入参数用法不一致 ]torchvision.datasets.Flowers102
### [torchvision.datasets.Flowers102](https://pytorch.org/vision/main/generated/torchvision.datasets.Flowers102.html)
-
```python
torchvision.datasets.Flowers102(root: Union[str, Path], split: str = 'train', transform: Optional[Callable] = None, target_transform: Optional[Callable] = None, download: bool = False)
```
### [paddle.vision.datasets.Flowers](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/Flowers_cn.html)
-
```python
paddle.vision.datasets.Flowers(data_file=None, label_file=None, setid_file=None, mode='train', transform=None, download=True, backend=None)
```
@@ -15,7 +12,6 @@ paddle.vision.datasets.Flowers(data_file=None, label_file=None, setid_file=None,
两者功能一致，指定数据集文件路径的参数 `root` 与指定训练集的参数 `split` 的用法不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ---------------------- | --------------------- | ---------------------------------------------------------- |
| root | data_file, label_file, setid_file| 指定数据集目录，Paddle 使用 data_file、label_file 和 setid_file，等价的实现 PyTorch 的 root 的功能，需要转写。 |
@@ -35,8 +31,7 @@ train_dataset = torchvision.datasets.Flowers102(root='./data', split='train')
train_dataset = paddle.vision.datasets.Flowers(data_file='./data/flowers-102/102flowers.tgz', label_file='./data/flowers-102/imagelabels.mat', setid_file='./data/flowers-102/setid.mat', mode='train')
```
-#### split: 训练集或数据集
-验证集
+#### split: 训练集或数据集验证集
```python
# PyTorch 写法
train_dataset = torchvision.datasets.Flowers102(root='./data', split='val')
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.MNIST.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.MNIST.md
index 649d4e3f1ef..352bb42cc3e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.MNIST.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.MNIST.md
@@ -1,13 +1,10 @@
-## [输入参数用法不一致]torchvision.datasets.MNIST
-
+## [ 输入参数用法不一致 ]torchvision.datasets.MNIST
### [torchvision.datasets.MNIST](https://pytorch.org/vision/main/generated/torchvision.datasets.MNIST.html)
-
```python
torchvision.datasets.MNIST(root: Union[str, Path], train: bool = True, transform: Optional[Callable] = None, target_transform: Optional[Callable] = None, download: bool = False)
```
### [paddle.vision.datasets.MNIST](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/MNIST_cn.html)
-
```python
paddle.vision.datasets.MNIST(image_path: str = None, label_path: str = None, mode: str = 'train', transform: Callable = None, download: bool = True, backend: str = None)
```
@@ -15,7 +12,6 @@ paddle.vision.datasets.MNIST(image_path: str = None, label_path: str = None, mod
两者功能一致，指定数据集文件路径的参数 `root` 与指定训练集的参数 `train` 的用法不一致，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| -------------------------------- | ---------------------------------- | ---- |
| root | image_path, label_path| 指定数据集目录，Paddle 使用 image_path 和 label_path，等价的实现 PyTorch 的 root 的功能，需要转写。|
@@ -37,8 +33,7 @@ train_dataset = paddle.vision.datasets.MNIST(
label_path='./data/MNIST/raw/train-labels-idx1-ubyte.gz')
```
-#### train: 训练集或数据集
-训练集
+#### train: 训练集或数据集训练集
```python
# PyTorch 写法
train_dataset = torchvision.datasets.MNIST(root='./data', train=True)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.VOCDetection.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.VOCDetection.md
index fccb4a12419..d51cf0190d6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.VOCDetection.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.datasets.VOCDetection.md
@@ -1,13 +1,10 @@
-## [输入参数用法不一致]torchvision.datasets.VOCDetection
-
+## [ 输入参数用法不一致 ]torchvision.datasets.VOCDetection
### [torchvision.datasets.VOCDetection](https://pytorch.org/vision/main/generated/torchvision.datasets.VOCDetection.html)
-
```python
torchvision.datasets.VOCDetection(root: Union[str, Path], year: str = '2012', image_set: str = 'train', download: bool = False, transform: Optional[Callable] = None, target_transform: Optional[Callable] = None, transforms: Optional[Callable] = None)
```
### [paddle.vision.datasets.VOC2012](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/VOC2012_cn.html)
-
```python
paddle.vision.datasets.VOC2012(data_file: Optional[str] = None, mode: str = 'train', transform: Optional[Callable] = None, download: bool = True, backend: Optional[str] = None)
```
@@ -15,7 +12,6 @@ paddle.vision.datasets.VOC2012(data_file: Optional[str] = None, mode: str = 'tra
指定数据集文件路径的参数 `root` 与指定训练集的参数 `image_set` 的用法不一致，Paddle 只支持 2012 年数据集，但 PyTorch 支持 2007 和 2012 年数据集，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ---------------------- | --------------------- | ---------------------------------------------------------- |
| root | data_file | 数据集文件路径，Paddle 参数 data_file 需含完整的文件名，如 PyTorch 参数 `./data`，对应 Paddle 参数 `./data/voc2012/VOCtrainval_11-May-2012.tar`，需要转写。 |
@@ -37,8 +33,7 @@ train_dataset = torchvision.datasets.VOCDetection(root='./data', image_set='trai
train_dataset = paddle.vision.datasets.VOC2012(data_file='./data/voc2012/VOCtrainval_11-May-2012.tar', mode='train')
```
-#### image_set: 数据集
-数据集 imaget_set 为 'trainval'
+#### image_set: 数据集数据集 imaget_set 为 'trainval'
```python
# PyTorch 写法
train_dataset = torchvision.datasets.VOCDetection(root='./data', image_set='trainval')
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.ops.ps_roi_pool.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.ops.ps_roi_pool.md
index 48441fef21c..e3f4a3a5297 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.ops.ps_roi_pool.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.ops.ps_roi_pool.md
@@ -1,13 +1,10 @@
-## [输入参数用法不一致]torchvision.ops.ps_roi_pool
-
+## [ 输入参数用法不一致 ]torchvision.ops.ps_roi_pool
### [torchvision.ops.ps_roi_pool](https://pytorch.org/vision/main/generated/torchvision.ops.ps_roi_pool.html)
-
```python
torchvision.ops.ps_roi_pool(input: Tensor, boxes: Tensor, output_size: int, spatial_scale: float = 1.0)
```
### [paddle.vision.ops.psroi_pool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/psroi_pool_cn.html)
-
```python
paddle.vision.ops.psroi_pool(x, boxes, boxes_num, output_size, spatial_scale=1.0, name=None)
```
@@ -29,7 +26,6 @@ paddle.vision.ops.psroi_pool(x, boxes, boxes_num, output_size, spatial_scale=1.0
2. boxes_num: 一个形状为 (batch_size) 的 Tensor，用于指定每个样本中包含的 ROI 数量。
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ------------------------------------- | ------------------ | -------- |
| input | x | 输入特征图，仅参数名不一致。|
@@ -38,8 +34,7 @@ paddle.vision.ops.psroi_pool(x, boxes, boxes_num, output_size, spatial_scale=1.0
| spatial_scale | spatial_scale | 空间比例因子。|
### 转写示例
-#### boxes：待执行池化的 ROIs 的框坐标
-boxes 是一个形状为 (K, 5) 的二维 Tensor 时
+#### boxes：待执行池化的 ROIs 的框坐标 boxes 是一个形状为 (K, 5) 的二维 Tensor 时
```python
# PyTorch 写法
boxes = torch.tensor([[0, 4, 4, 7, 7], [1, 5, 5, 10, 10]], dtype=torch.float32)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.ops.roi_align.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.ops.roi_align.md
index 2f4c6c9bb72..31865188fa7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.ops.roi_align.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.ops.roi_align.md
@@ -1,13 +1,10 @@
-## [输入参数用法不一致]torchvision.ops.roi_align
-
+## [ 输入参数用法不一致 ]torchvision.ops.roi_align
### [torchvision.ops.roi_align](https://pytorch.org/vision/main/generated/torchvision.ops.roi_align.html)
-
```python
torchvision.ops.roi_align(input: Tensor, boxes: Union[Tensor, List[Tensor]], output_size: None, spatial_scale: float = 1.0, sampling_ratio: int = - 1, aligned: bool = False)
```
### [paddle.vision.ops.roi_align](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/roi_align_cn.html)
-
```python
paddle.vision.ops.roi_align(x, boxes, boxes_num, output_size, spatial_scale=1.0, sampling_ratio=- 1, aligned=True, name=None)
```
@@ -29,7 +26,6 @@ paddle.vision.ops.roi_align(x, boxes, boxes_num, output_size, spatial_scale=1.0,
2. boxes_num: 一个形状为 (batch_size) 的 Tensor，用于指定每个样本中包含的 ROI 数量。
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ------------------------------------- | ------------------ | -------- |
| input | x | 输入特征图，仅参数名不一致。|
@@ -40,8 +36,7 @@ paddle.vision.ops.roi_align(x, boxes, boxes_num, output_size, spatial_scale=1.0,
| aligned | aligned | 像素移动框是否将其坐标移动-0.5。|
### 转写示例
-#### boxes：待执行池化的 ROIs 的框坐标
-boxes 是一个形状为 (K, 5) 的二维 Tensor 时
+#### boxes：待执行池化的 ROIs 的框坐标 boxes 是一个形状为 (K, 5) 的二维 Tensor 时
```python
# PyTorch 写法
boxes = torch.tensor([[0, 4, 4, 7, 7], [1, 5, 5, 10, 10]], dtype=torch.float32)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.ops.roi_pool.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.ops.roi_pool.md
index 76fb20df0da..7428bd2a670 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.ops.roi_pool.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/input_args_usage_diff/torchvision.ops.roi_pool.md
@@ -1,13 +1,10 @@
-## [输入参数用法不一致]torchvision.ops.roi_pool
-
+## [ 输入参数用法不一致 ]torchvision.ops.roi_pool
### [torchvision.ops.roi_pool](https://pytorch.org/vision/main/generated/torchvision.ops.roi_pool.html)
-
```python
torchvision.ops.roi_pool(input: Tensor, boxes: Union[Tensor, List[Tensor]], output_size: None, spatial_scale: float = 1.0)
```
### [paddle.vision.ops.roi_pool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/roi_pool_cn.html)
-
```python
paddle.vision.ops.roi_pool(x, boxes, boxes_num, output_size, spatial_scale=1.0, name=None)
```
@@ -29,7 +26,6 @@ paddle.vision.ops.roi_pool(x, boxes, boxes_num, output_size, spatial_scale=1.0,
2. boxes_num: 一个形状为 (batch_size) 的 Tensor，用于指定每个样本中包含的 ROI 数量。
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ------------------------------------- | ------------------ | -------- |
| input | x | 输入特征图，仅参数名不一致。|
@@ -38,8 +34,7 @@ paddle.vision.ops.roi_pool(x, boxes, boxes_num, output_size, spatial_scale=1.0,
| spatial_scale | spatial_scale | 空间比例因子。|
### 转写示例
-#### boxes：待执行池化的 ROIs 的框坐标
-boxes 是一个形状为 (K, 5) 的二维 Tensor 时
+#### boxes：待执行池化的 ROIs 的框坐标 boxes 是一个形状为 (K, 5) 的二维 Tensor 时
```python
# PyTorch 写法
boxes = torch.tensor([[0, 4, 4, 7, 7], [1, 5, 5, 10, 10]], dtype=torch.float32)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_rank.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_rank.md
index 5e943c6b2fa..a4e7e1a9d81 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_rank.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_rank.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]fairscale.nn.model_parallel.initialize.get_model_parallel_rank
-
+## [ 仅 API 调用方式不一致 ]fairscale.nn.model_parallel.initialize.get_model_parallel_rank
### [fairscale.nn.model_parallel.initialize.get_model_parallel_rank](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L155)
-
```python
fairscale.nn.model_parallel.initialize.get_model_parallel_rank()
```
### [paddle.distributed.fleet.base.topology._HYBRID_PARALLEL_GROUP.get_model_parallel_rank](https://github.com/PaddlePaddle/Paddle/blob/ddac1b431483ddc0f1ee600e799aa31fc0a75961/python/paddle/distributed/fleet/base/topology.py#L463)
-
```python
paddle.distributed.fleet.base.topology._HYBRID_PARALLEL_GROUP.get_model_parallel_rank()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_world_size.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_world_size.md
index cc023571827..f7e77ed3b12 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_world_size.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/fairscale.nn.model_parallel.initialize.get_model_parallel_world_size.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]fairscale.nn.model_parallel.initialize.get_model_parallel_world_size
-
+## [ 仅 API 调用方式不一致 ]fairscale.nn.model_parallel.initialize.get_model_parallel_world_size
### [fairscale.nn.model_parallel.initialize.get_model_parallel_world_size](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/initialize.py#L150)
-
```python
fairscale.nn.model_parallel.initialize.get_model_parallel_world_size()
```
### [paddle.distributed.fleet.base.topology._HYBRID_PARALLEL_GROUP._mp_degree](https://github.com/PaddlePaddle/Paddle/blob/ddac1b431483ddc0f1ee600e799aa31fc0a75961/python/paddle/distributed/fleet/base/topology.py#L185)
-
```python
paddle.distributed.fleet.base.topology._HYBRID_PARALLEL_GROUP._mp_degree
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/flash_attn.__version__.split.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/flash_attn.__version__.split.md
index 2c01cc7e271..4864b6a4514 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/flash_attn.__version__.split.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/flash_attn.__version__.split.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致] flash_attn._\_version__.split
-
+## [ 仅 API 调用方式不一致 ]flash_attn._\_version__.split
### [flash_attn._\_version__.split](https://github.com/Dao-AILab/flash-attention/blob/72e27c6320555a37a83338178caa25a388e46121/flash_attn/__init__.py)
-
```python
flash_attn.__version__.split(sep=None, maxsplit=-1)
```
### [paddle._\_version__.split](https://github.com/PaddlePaddle/Paddle/tree/develop)
-
```python
paddle.__version__.split(sep=None, maxsplit=-1)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.clamp_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.clamp_.md
index 5d5216052af..d0194099d89 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.clamp_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.clamp_.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致] torch.Tensor.clamp_
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.clamp_
### [torch.Tensor.clamp_](https://pytorch.org/docs/stable/generated/torch.Tensor.clamp_.html?highlight=clamp_#torch.Tensor.clamp_)
-
```python
torch.Tensor.clamp_(min=None, max=None)
```
### [paddle.Tensor.clip_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#id6)
-
```python
paddle.Tensor.clip_(min=None, max=None, name=None)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.col_indices.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.col_indices.md
index 1d5be70c90a..18d95da9805 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.col_indices.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.col_indices.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致] torch.Tensor.col_indices
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.col_indices
### [torch.Tensor.col_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.col_indices.html)
-
```python
torch.Tensor.col_indices()
```
### [paddle.Tensor.cols]()
-
```python
paddle.Tensor.cols()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.conj_physical.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.conj_physical.md
index f8e0ae30618..0012606562e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.conj_physical.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.conj_physical.md
@@ -1,12 +1,10 @@
-## [仅 API 调用方式不一致]torch.Tensor.conj_physical
+## [ 仅 API 调用方式不一致 ]torch.Tensor.conj_physical
### [torch.Tensor.conj_physical](https://pytorch.org/docs/stable/generated/torch.Tensor.conj_physical.html#torch.Tensor.conj_physical)
-
```python
torch.Tensor.conj_physical()
```
### [paddle.Tensor.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#conj-name-none)
-
```python
paddle.Tensor.conj(name=None)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.crow_indices.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.crow_indices.md
index 062224183a7..8fae880836d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.crow_indices.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.crow_indices.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致] torch.Tensor.crow_indices
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.crow_indices
### [torch.Tensor.crow_indices](https://pytorch.org/docs/stable/generated/torch.Tensor.crow_indices.html)
-
```python
torch.Tensor.crow_indices()
```
### [paddle.Tensor.crows]()
-
```python
paddle.Tensor.crows()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.det.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.det.md
index 1f3a00ae21e..af2ea21c9f7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.det.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.det.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.Tensor.det
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.det
### [torch.Tensor.det](https://pytorch.org/docs/stable/generated/torch.Tensor.det.html?highlight=det#torch.Tensor.det)
-
```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)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.device.md
index 95bc6cff169..0d6a778b9c9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.device.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.device.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致] torch.Tensor.device
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.device
### [torch.Tensor.device](https://pytorch.org/docs/stable/generated/torch.Tensor.device.html)
-
```python
torch.Tensor.device
```
### [paddle.Tensor.place](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#place)
-
```python
paddle.Tensor.place
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.erf_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.erf_.md
index 0c04d3bad78..2522212c24f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.erf_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.erf_.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致] torch.Tensor.erf_
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.erf_
### [torch.Tensor.erf_](https://pytorch.org/docs/stable/generated/torch.Tensor.erf_.html)
-
```python
torch.Tensor.erf_()
```
### [paddle.erf_]()
-
```python
paddle.erf_(x)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.expm1_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.expm1_.md
index 7db4ea74328..bbb1b16a69b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.expm1_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.expm1_.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致] torch.Tensor.expm1_
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.expm1_
### [torch.Tensor.expm1_](https://pytorch.org/docs/stable/generated/torch.Tensor.expm1_.html)
-
```python
torch.Tensor.expm1_()
```
### [paddle.expm1_]()
-
```python
paddle.expm1_(x)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.fix.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.fix.md
index 12d2d8c61e3..8467e925391 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.fix.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.fix.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.Tensor.fix
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.fix
### [torch.Tensor.fix](https://pytorch.org/docs/stable/generated/torch.Tensor.fix.html?highlight=fix#torch.Tensor.fix)
-
```python
torch.Tensor.fix()
```
### [paddle.Tensor.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#trunc-name-none)
-
```python
paddle.Tensor.trunc(name=None)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.fix_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.fix_.md
index caadc40fab9..319329edbf7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.fix_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.fix_.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.Tensor.fix_
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.fix_
### [torch.Tensor.fix_](https://pytorch.org/docs/stable/generated/torch.Tensor.fix_.html)
-
```python
torch.Tensor.fix_()
```
### [paddle.Tensor.trunc_]()
-
```python
paddle.Tensor.trunc_()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.imag.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.imag.md
index 6868e966768..4f2715a5bca 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.imag.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.imag.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致] torch.Tensor.imag
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.imag
### [torch.Tensor.imag](https://pytorch.org/docs/stable/generated/torch.Tensor.imag.html)
-
```python
torch.Tensor.imag
```
### [paddle.Tensor.imag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#imag-name-none)
-
```python
paddle.Tensor.imag
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_inference.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_inference.md
index e88a1f93b72..ff578646bfd 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_inference.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_inference.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.Tensor.is_inference
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.is_inference
### [torch.Tensor.is_inference](https://pytorch.org/docs/stable/generated/torch.Tensor.is_inference.html)
-
```python
torch.Tensor.is_inference()
```
### [paddle.Tensor.stop_gradient]()
-
```python
paddle.Tensor.stop_gradient
```
@@ -15,7 +12,6 @@ paddle.Tensor.stop_gradient
两者功能一致，无参数。 `is_inference` 会强制关闭梯度记录。并且不能在中途设置梯度，而 `stop_gradient` 仅为停止计算该算子梯度，可在中途重新设为 `True` ，`Paddle` 为近似实现。
### 转写示例
-
```python
# PyTorch 写法
x.is_inference()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_sparse.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_sparse.md
index 0c8d94f5080..344fa5dc258 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_sparse.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_sparse.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致] torch.Tensor.is_sparse
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.is_sparse
### [torch.Tensor.is_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse.html)
-
```python
torch.Tensor.is_sparse
```
### [paddle.Tensor.is_sparse](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html)
-
```python
paddle.Tensor.is_sparse()
```
@@ -15,7 +12,6 @@ paddle.Tensor.is_sparse()
两者功能一致，但使用方式不一致，前者可以直接访问属性，后者需要调用方法，具体如下：
### 转写示例
-
```python
# torch 版本可以直接访问属性
# x = torch.rand(3)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_sparse_csr.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_sparse_csr.md
index ab0d03866f7..a621b5ab2c9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_sparse_csr.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.is_sparse_csr.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致] torch.Tensor.is_sparse_csr
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.is_sparse_csr
### [torch.Tensor.is_sparse_csr](https://pytorch.org/docs/stable/generated/torch.Tensor.is_sparse_csr.html)
-
```python
torch.Tensor.is_sparse_csr
```
### [paddle.Tensor.is_sparse_csr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html)
-
```python
paddle.Tensor.is_sparse_csr()
```
@@ -15,7 +12,6 @@ paddle.Tensor.is_sparse_csr()
两者功能一致，但使用方式不一致，前者可以直接访问属性，后者需要调用方法，具体如下：
### 转写示例
-
```python
# torch 版本可以直接访问属性
x.is_sparse_csr
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.matrix_exp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.matrix_exp.md
index ad3df9bda28..9cd9974b6f9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.matrix_exp.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.matrix_exp.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.Tensor.matrix_exp
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.matrix_exp
### [torch.Tensor.matrix_exp](https://pytorch.org/docs/stable/generated/torch.Tensor.matrix_exp.html#torch-tensor-matrix-exp)
-
```python
torch.Tensor.matrix_exp()
```
### [paddle.linalg.matrix_exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_exp_cn.html)
-
```python
paddle.linalg.matrix_exp(x, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.matrix_exp(x, name=None)
两者功能一致，无参数。
### 转写示例
-
```python
# PyTorch 写法
out = x.matrix_exp()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.movedim.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.movedim.md
index f20ec3ca767..a2273b00a4d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.movedim.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.movedim.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.Tensor.movedim
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.movedim
### [torch.Tensor.movedim](https://pytorch.org/docs/stable/generated/torch.Tensor.movedim.html)
-
```python
torch.Tensor.movedim(source, destination)
```
### [paddle.Tensor.moveaxis](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/moveaxis_cn.html)
-
```python
paddle.Tensor.moveaxis(source, destination, name = None)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma.md
index d8b0ea8f735..16785a43b35 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.Tensor.mvlgamma
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.mvlgamma
### [torch.Tensor.mvlgamma](https://pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma.html#torch-tensor-mvlgamma)
-
```python
torch.Tensor.mvlgamma(p)
```
### [paddle.Tensor.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099)
-
```python
paddle.Tensor.multigammaln(p, name=None)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma_.md
index c800984840d..420cb3624c6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.mvlgamma_.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.Tensor.mvlgamma_
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.mvlgamma_
### [torch.Tensor.mvlgamma_](https://pytorch.org/docs/stable/generated/torch.Tensor.mvlgamma_.html#torch-tensor-mvlgamma)
-
```python
torch.Tensor.mvlgamma_(p)
```
### [paddle.Tensor.multigammaln_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/multigammaln__cn.html#multigammaln)
-
```python
paddle.Tensor.multigammaln_(p, name=None)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.negative.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.negative.md
index 094405463ed..7b70d7a3760 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.negative.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.negative.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致] torch.Tensor.negative
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.negative
### [torch.Tensor.negative](https://pytorch.org/docs/stable/generated/torch.negative.html#torch.negative)
-
```python
torch.Tensor.negative()
```
### [paddle.Tensor.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html#cn-api-paddle-neg)
-
```python
paddle.Tensor.neg()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.negative_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.negative_.md
index 8c88cec189e..c294b75b952 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.negative_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.negative_.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致] torch.Tensor.negative_
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.negative_
### [torch.Tensor.negative_](https://pytorch.org/docs/stable/generated/torch.Tensor.negative_.html)
-
```python
torch.Tensor.negative_()
```
### [paddle.Tensor.neg_]()
-
```python
paddle.Tensor.neg_()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.nelement.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.nelement.md
index 4cb2cbd93a4..5525ed9db9f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.nelement.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.nelement.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致] torch.Tensor.nelement
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.nelement
### [torch.Tensor.nelement](https://pytorch.org/docs/stable/generated/torch.Tensor.nelement.html?highlight=nelement#torch.Tensor.nelement)
-
```python
torch.Tensor.nelement()
```
### [paddle.Tensor.size](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fluid/layers/size_cn.html#cn-api-fluid-layers-size)
-
```python
paddle.Tensor.size()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.numel.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.numel.md
index 56d7d867b72..59e977371d9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.numel.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.numel.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致] torch.Tensor.numel
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.numel
### [torch.Tensor.numel](https://pytorch.org/docs/stable/generated/torch.numel.html?highlight=numel#torch.numel)
-
```python
torch.Tensor.numel()
```
### [paddle.Tensor.size](https://www.paddlepaddle.org.cn/documentation/docs/guides/beginner/tensor_cn.html#tensor-shape)
-
```python
paddle.Tensor.size
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.positive.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.positive.md
index e475cb2a2b9..1ca198147d5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.positive.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.positive.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.Tensor.positive
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.positive
### [torch.Tensor.positive](https://pytorch.org/docs/stable/generated/torch.Tensor.positive.html#torch.Tensor.positive)
-
```python
torch.Tensor.positive()
```
### [paddle.positive](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/positive_cn.html#positive)
-
```python
paddle.positive(x)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.real.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.real.md
index cf2a97385ee..312bd67fe7a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.real.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.real.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致] torch.Tensor.real
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.real
### [torch.Tensor.real](https://pytorch.org/docs/stable/generated/torch.Tensor.real.html)
-
```python
torch.Tensor.real
```
### [paddle.Tensor.real](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#real-name-none)
-
```python
paddle.Tensor.real
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.retain_grad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.retain_grad.md
index 854d8bb7d97..0a003bcc91f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.retain_grad.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.retain_grad.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.Tensor.retain_grad
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.retain_grad
### [torch.Tensor.retain_grad](https://pytorch.org/docs/stable/generated/torch.Tensor.retain_grad.html)
-
```python
torch.Tensor.retain_grad()
```
### [paddle.Tensor.retain_grads](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Overview_cn.html#paddle)
-
```python
paddle.Tensor.retain_grads()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sparse_mask.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sparse_mask.md
index cc37d899e3d..8f7814e550d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sparse_mask.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.sparse_mask.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致] torch.Tensor.sparse_mask
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.sparse_mask
### [torch.Tensor.sparse_mask](https://pytorch.org/docs/stable/generated/torch.Tensor.sparse_mask.html)
-
```python
torch.Tensor.sparse_mask(mask)
```
### [paddle.sparse.mask_as](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/sparse/mask_as_cn.html)
-
```python
paddle.sparse.mask_as(x, mask, name=None)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.square_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.square_.md
index 0620473ed08..857e6b30c80 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.square_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.square_.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致] torch.Tensor.square_
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.square_
### [torch.Tensor.square_](https://pytorch.org/docs/stable/generated/torch.Tensor.square_.html)
-
```python
torch.Tensor.square_()
```
### [paddle.square_]()
-
```python
paddle.square_(x)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.to_sparse.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.to_sparse.md
index 2403c98e327..970d2a6c512 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.to_sparse.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.Tensor.to_sparse.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致] torch.Tensor.to_sparse
-
+## [ 仅 API 调用方式不一致 ]torch.Tensor.to_sparse
### [torch.Tensor.to_sparse](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse.html#torch.Tensor.to_sparse)
-
```python
torch.Tensor.to_sparse(sparse_dim)
```
### [paddle.Tensor.to_sparse_coo]()
-
```python
paddle.Tensor.to_sparse_coo(sparse_dim)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.Function.forward.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.Function.forward.md
index d9675bf1005..504fb2b5c6e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.Function.forward.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.Function.forward.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.autograd.Function.forward
-
+## [ 仅 API 调用方式不一致 ]torch.autograd.Function.forward
### [torch.autograd.Function.forward](https://pytorch.org/docs/stable/generated/torch.autograd.Function.forward.html#torch.autograd.Function.forward)
-
```python
torch.autograd.Function.forward(ctx, *args, **kwargs)
```
### [paddle.autograd.PyLayer.forward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayer_cn.html#forward-ctx-args-kwargs)
-
```python
paddle.autograd.PyLayer.forward(ctx, *args, **kwargs)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.enable_grad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.enable_grad.md
index ea606a39ae7..5cb1fecbde5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.enable_grad.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.enable_grad.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.autograd.enable_grad
-
+## [ 仅 API 调用方式不一致 ]torch.autograd.enable_grad
### [torch.autograd.enable_grad](https://pytorch.org/docs/stable/generated/torch.enable_grad.html#enable-grad)
-
```python
torch.autograd.enable_grad()
```
### [paddle.enable_grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/enable_grad.html#enable-grad)
-
```python
paddle.enable_grad()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.md
index 5411bd01346..54f529aa4dd 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.autograd.function.FunctionCtx
-
+## [ 仅 API 调用方式不一致 ]torch.autograd.function.FunctionCtx
### [torch.autograd.function.FunctionCtx]()
-
```python
torch.autograd.function.FunctionCtx
```
### [paddle.autograd.PyLayerContext](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#pylayercontext)
-
```python
paddle.autograd.PyLayerContext
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.save_for_backward.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.save_for_backward.md
index 686e3e44bb0..5a63180e878 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.save_for_backward.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.save_for_backward.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.autograd.function.FunctionCtx.save_for_backward
-
+## [ 仅 API 调用方式不一致 ]torch.autograd.function.FunctionCtx.save_for_backward
### [torch.autograd.function.FunctionCtx.save_for_backward](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.save_for_backward.html#torch.autograd.function.FunctionCtx.save_for_backward)
-
```python
torch.autograd.function.FunctionCtx.save_for_backward(*tensors)
```
### [paddle.autograd.PyLayerContext.save_for_backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#save-for-backward-tensors)
-
```python
paddle.autograd.PyLayerContext.save_for_backward(*tensors)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.set_materialize_grads.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.set_materialize_grads.md
index dbbc1c8b3a8..ffd92e6cd48 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.set_materialize_grads.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.function.FunctionCtx.set_materialize_grads.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.autograd.function.FunctionCtx.set_materialize_grads
-
+## [ 仅 API 调用方式不一致 ]torch.autograd.function.FunctionCtx.set_materialize_grads
### [torch.autograd.function.FunctionCtx.set_materialize_grads](https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.set_materialize_grads.html#torch.autograd.function.FunctionCtx.set_materialize_grads)
-
```python
torch.autograd.function.FunctionCtx.set_materialize_grads(value)
```
### [paddle.autograd.PyLayerContext.set_materialize_grads](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayerContext_cn.html#set-materialize-grads-self-value)
-
```python
paddle.autograd.PyLayerContext.set_materialize_grads(value)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.grad_mode.set_grad_enabled.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.grad_mode.set_grad_enabled.md
index ffbe9e34769..f47abbdf0bf 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.grad_mode.set_grad_enabled.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.grad_mode.set_grad_enabled.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.autograd.grad_mode.set_grad_enabled
-
+## [ 仅 API 调用方式不一致 ]torch.autograd.grad_mode.set_grad_enabled
### [torch.autograd.grad_mode.set_grad_enabled](https://docs.pytorch.org/docs/stable/generated/torch.autograd.grad_mode.set_grad_enabled.html#torch.autograd.grad_mode.set_grad_enabled)
-
```python
torch.autograd.grad_mode.set_grad_enabled(mode)
```
### [paddle.set_grad_enabled](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_grad_enabled_cn.html)
-
```python
paddle.set_grad_enabled(mode)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.graph.saved_tensors_hooks.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.graph.saved_tensors_hooks.md
index e3b9d2e5632..ff6c4e522d9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.graph.saved_tensors_hooks.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.autograd.graph.saved_tensors_hooks.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.autograd.graph.saved_tensors_hooks
-
+## [ 仅 API 调用方式不一致 ]torch.autograd.graph.saved_tensors_hooks
### [torch.autograd.graph.saved_tensors_hooks](https://pytorch.org/docs/stable/autograd.html?highlight=saved_tensors_hooks#torch.autograd.graph.saved_tensors_hooks)
-
```python
torch.autograd.graph.saved_tensors_hooks(pack_hook, unpack_hook)
```
### [paddle.autograd.saved_tensors_hooks](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/saved_tensors_hooks_cn.html)
-
```python
paddle.autograd.saved_tensors_hooks(pack_hook, unpack_hook)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.backends.cuda.is_built.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.backends.cuda.is_built.md
index 2138303cb0a..bcf05bb6a1b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.backends.cuda.is_built.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.backends.cuda.is_built.md
@@ -1,12 +1,10 @@
-## [仅 API 调用方式不一致]torch.backends.cuda.is_built
-
+## [ 仅 API 调用方式不一致 ]torch.backends.cuda.is_built
### [torch.backends.cuda.is_built](https://pytorch.org/docs/stable/backends.html?highlight=torch+backends+cudnn+is_available#torch.backends.cuda.is_built)
```python
torch.backends.cuda.is_built()
```
### [paddle.device.is_compiled_with_cuda](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/is_compiled_with_cuda_cn.html#is-compiled-with-cuda)
-
```python
paddle.device.is_compiled_with_cuda()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.backends.cudnn.version.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.backends.cudnn.version.md
index 7d436664afc..2b9a38727cc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.backends.cudnn.version.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.backends.cudnn.version.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.backends.cudnn.version
-
+## [ 仅 API 调用方式不一致 ]torch.backends.cudnn.version
### [torch.backends.cudnn.version](https://pytorch.org/docs/stable/generated/torch.backends.cudnn.version.html)
-
```python
torch.backends.cudnn.version()
```
### [paddle.device.get\_cudnn\_version](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_cudnn_version_cn.html#get-cudnn-version)
-
```python
paddle.device.get_cudnn_version()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cda.StreamContext.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cda.StreamContext.md
index 3c9262e3640..c83df4e7edd 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cda.StreamContext.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cda.StreamContext.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.cuda.StreamContext
-
+## [ 仅 API 调用方式不一致 ]torch.cuda.StreamContext
### [torch.cuda.StreamContext](https://pytorch.org/docs/stable/generated/torch.cuda.StreamContext.html#torch.cuda.StreamContext)
-
```python
torch.cuda.StreamContext(stream)
```
### [paddle.device.stream_guard](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/stream_guard_cn.html#stream-guard)
-
```python
paddle.device.stream_guard(stream)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cpu.current_device.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cpu.current_device.md
index 5a251395586..e66413d08e0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cpu.current_device.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cpu.current_device.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.cpu.current_device
-
+## [ 仅 API 调用方式不一致 ]torch.cpu.current_device
### [torch.cpu.current_device](https://pytorch.org/docs/stable/generated/torch.cpu.current_device.html)
-
```python
torch.cpu.current_device()
```
### [paddle.get_device](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/get_device_cn.html#get-device)
-
```python
paddle.get_device()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.Event.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.Event.md
index f1e1383af6d..91089728d97 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.Event.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.Event.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.cuda.Event
-
+## [ 仅 API 调用方式不一致 ]torch.cuda.Event
### [torch.cuda.Event](https://pytorch.org/docs/stable/generated/torch.cuda.Event.html#torch.cuda.Event)
-
```python
torch.cuda.Event(enable_timing=False, blocking=False, interprocess=False)
```
### [paddle.device.cuda.Event](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/Event_cn.html)
-
```python
paddle.device.cuda.Event(enable_timing=False, blocking=False, interprocess=False)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_name.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_name.md
index b1a7d23509c..02192c8d79d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_name.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.get_device_name.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.cuda.get_device_name
-
+## [ 仅 API 调用方式不一致 ]torch.cuda.get_device_name
### [torch.cuda.get_device_name](https://pytorch.org/docs/stable/generated/torch.cuda.get_device_name.html)
-
```python
torch.cuda.get_device_name(device=None)
```
### [paddle.device.cuda.get_device_name](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/get_device_name_cn.html)
-
```python
paddle.device.cuda.get_device_name(device=None)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.is_bf16_supported.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.is_bf16_supported.md
index 976e80d55bc..ca2a674f51a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.is_bf16_supported.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.is_bf16_supported.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.cuda.is_bf16_supported
-
+## [ 仅 API 调用方式不一致 ]torch.cuda.is_bf16_supported
### [torch.cuda.is_bf16_supported](https://pytorch.org/docs/stable/cuda.html)
-
```python
torch.cuda.is_bf16_supported()
```
### [paddle.amp.is_bfloat16_supported](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/is_bfloat16_supported_cn.html#is-bfloat16-supported)
-
```python
paddle.amp.is_bfloat16_supported()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_allocated.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_allocated.md
index f929ea43072..8dd6856a6ee 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_allocated.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_allocated.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.cuda.max_memory_allocated
-
+## [ 仅 API 调用方式不一致 ]torch.cuda.max_memory_allocated
### [torch.cuda.max_memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.max_memory_allocated.html#torch.cuda.max_memory_allocated)
-
```python
torch.cuda.max_memory_allocated(device)
```
### [paddle.device.cuda.max_memory_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/max_memory_allocated_cn.html)
-
```python
paddle.device.cuda.max_memory_allocated(device)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_reserved.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_reserved.md
index b57419a7db4..d428dcc16a1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_reserved.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.max_memory_reserved.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.cuda.max_memory_reserved
-
+## [ 仅 API 调用方式不一致 ]torch.cuda.max_memory_reserved
### [torch.cuda.max_memory_reserved](https://pytorch.org/docs/stable/generated/torch.cuda.max_memory_reserved.html#torch.cuda.max_memory_reserved)
-
```python
torch.cuda.max_memory_reserved(device)
```
### [paddle.device.cuda.max_memory_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/max_memory_reserved_cn.html)
-
```python
paddle.device.cuda.max_memory_reserved(device)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.nvtx.range_pop.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.nvtx.range_pop.md
index 4e5aec9dc8f..51598ede266 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.nvtx.range_pop.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.nvtx.range_pop.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.cuda.nvtx.range_pop
-
+## [ 仅 API 调用方式不一致 ]torch.cuda.nvtx.range_pop
### [torch.cuda.nvtx.range_pop](https://pytorch.org/docs/stable/generated/torch.cuda.nvtx.range_pop.html#torch.cuda.nvtx.range_pop)
-
```python
torch.cuda.nvtx.range_pop()
```
### [paddle.framework.core.nvprof_nvtx_pop](https://github.com/PaddlePaddle/Paddle/blob/645dfb4040a15712cea9ccfed4dcb0655aeeb0ea/paddle/fluid/pybind/pybind.cc#L2468)
-
```python
paddle.framework.core.nvprof_nvtx_pop()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_allocated.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_allocated.md
index eb58735b809..1f49b45e0d6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_allocated.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_allocated.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.cuda.reset_max_memory_allocated
-
+## [ 仅 API 调用方式不一致 ]torch.cuda.reset_max_memory_allocated
### [torch.cuda.reset_max_memory_allocated](https://pytorch.org/docs/stable/generated/torch.cuda.reset_max_memory_allocated.html#torch.cuda.reset_max_memory_allocated)
-
```python
torch.cuda.reset_max_memory_allocated(device)
```
### [paddle.device.cuda.reset_max_memory_allocated](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/reset_max_memory_allocated_cn.html)
-
```python
paddle.device.cuda.reset_max_memory_allocated(device)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_cached.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_cached.md
index fa6398e38e9..63c64aaf0fb 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_cached.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.reset_max_memory_cached.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.cuda.reset_max_memory_cached
-
+## [ 仅 API 调用方式不一致 ]torch.cuda.reset_max_memory_cached
### [torch.cuda.reset_max_memory_cached](https://docs.pytorch.org/docs/stable/generated/torch.cuda.reset_max_memory_cached.html#torch-cuda-reset-max-memory-cached)
-
```python
torch.cuda.reset_max_memory_cached(device)
```
### [paddle.device.cuda.reset_max_memory_reserved](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/cuda/reset_max_memory_reserved_cn.html)
-
```python
paddle.device.cuda.reset_max_memory_reserved(device)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.set_stream.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.set_stream.md
index 5828df108a9..fbc123a820d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.set_stream.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.set_stream.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.cuda.set_stream
-
+## [ 仅 API 调用方式不一致 ]torch.cuda.set_stream
### [torch.cuda.set_stream](https://pytorch.org/docs/stable/generated/torch.cuda.set_stream.html#torch.cuda.set_stream)
-
```python
torch.cuda.set_stream(stream)
```
### [paddle.device.set_stream](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/device/set_stream_cn.html#set-stream)
-
```python
paddle.device.set_stream(stream=None)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.stream.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.stream.md
index 8e2a04bba21..e7c79abd0ad 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.stream.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.cuda.stream.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.cuda.stream
-
+## [ 仅 API 调用方式不一致 ]torch.cuda.stream
### [torch.cuda.stream](https://pytorch.org/docs/stable/generated/torch.cuda.stream.html)
-
```python
torch.cuda.stream(stream)
```
### [paddle.device.stream_guard](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/device/stream_guard_cn.html#stream-guard)
-
```python
paddle.device.stream_guard(stream)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.ReduceOp.PRODUCT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.ReduceOp.PRODUCT.md
index a1534adc857..50b1149ed5b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.ReduceOp.PRODUCT.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.ReduceOp.PRODUCT.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.distributed.ReduceOp.PRODUCT
-
+## [ 仅 API 调用方式不一致 ]torch.distributed.ReduceOp.PRODUCT
### [torch.distributed.ReduceOp.PRODUCT](https://pytorch.org/docs/stable/distributed.html#torch.distributed.ReduceOp)
-
```python
torch.distributed.ReduceOp.PRODUCT
```
### [paddle.distributed.ReduceOp.PROD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html#reduceop)
-
```python
paddle.distributed.ReduceOp.PROD
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.is_nccl_available.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.is_nccl_available.md
index 777aa24acf7..7f9cd0c9568 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.is_nccl_available.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributed.is_nccl_available.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.distributed.is_nccl_available
-
+## [ 仅 API 调用方式不一致 ]torch.distributed.is_nccl_available
### [torch.distributed.is_nccl_available](https://pytorch.org/docs/stable/distributed.html#torch.distributed.is_nccl_available)
-
```python
torch.distributed.is_nccl_available()
```
### [paddle.core.is_compiled_with_nccl](https://github.com/PaddlePaddle/Paddle/blob/61de6003525166856157b6220205fe53df638376/python/paddle/jit/sot/utils/paddle_api_config.py#L159)
-
```python
paddle.core.is_compiled_with_nccl()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.constraints.Constraint.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.constraints.Constraint.md
index cafe402d38a..0619f720026 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.constraints.Constraint.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.constraints.Constraint.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.distributions.constraints.Constraint
-
+## [ 仅 API 调用方式不一致 ]torch.distributions.constraints.Constraint
### [torch.distributions.constraints.Constraint](https://pytorch.org/docs/stable/distributions.html#module-torch.distributions.constraints)
-
```python
torch.distributions.constraints.Constraint()
```
### [paddle.distribution.constraint.Constraint](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/distribution/constraint.py)
-
```python
paddle.distribution.constraint.Constraint()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.distribution.Distribution.log_prob.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.distribution.Distribution.log_prob.md
index dc64266f7ef..b963db968e0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.distribution.Distribution.log_prob.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.distribution.Distribution.log_prob.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.distributions.distribution.Distribution.log_prob
-
+## [ 仅 API 调用方式不一致 ]torch.distributions.distribution.Distribution.log_prob
### [torch.distributions.distribution.Distribution.log\_prob](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution.log_prob)
-
```python
torch.distributions.distribution.Distribution.log_prob(value)
```
### [paddle.distribution.Distribution.log\_prob](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html#log-prob-value)
-
```python
paddle.distribution.Distribution.log_prob(value)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.kl.kl_divergence.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.kl.kl_divergence.md
index 4ac679cd407..d034adb8b25 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.kl.kl_divergence.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.distributions.kl.kl_divergence.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.distributions.kl.kl_divergence
-
+## [ 仅 API 调用方式不一致 ]torch.distributions.kl.kl_divergence
### [torch.distributions.kl.kl_divergence](https://pytorch.org/docs/stable/distributions.html?highlight=torch+distributions+kl+kl_divergence#torch.distributions.kl.kl_divergence)
-
```python
torch.distributions.kl.kl_divergence(p, q)
```
### [paddle.distribution.kl_divergence](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/kl_divergence_cn.html)
-
```python
paddle.distribution.kl_divergence(p, q)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.is_inference.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.is_inference.md
index f3902e3b0df..62fb2d91143 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.is_inference.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.is_inference.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.is_inference
-
+## [ 仅 API 调用方式不一致 ]torch.is_inference
### [torch.is_inference]()
-
```python
torch.is_inference(input)
```
### [paddle.Tensor.stop_gradient]()
-
```python
paddle.Tensor.stop_gradient
```
@@ -15,7 +12,6 @@ paddle.Tensor.stop_gradient
两者功能一致，无参数。 `is_inference` 会强制关闭梯度记录。并且不能在中途设置梯度，而 `stop_gradient` 仅为停止计算该算子梯度，可在中途重新设为 `True` ，`Paddle` 为近似实现。
### 转写示例
-
```python
# PyTorch 写法
torch.is_inference(x)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.AdaptiveAvgPool1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.AdaptiveAvgPool1d.md
index c4340735d3a..c5e144950c6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.AdaptiveAvgPool1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.AdaptiveAvgPool1d.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致] torch.nn.AdaptiveAvgPool1d
-
+## [ 仅 API 调用方式不一致 ]torch.nn.AdaptiveAvgPool1d
### [torch.nn.AdaptiveAvgPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool1d.html)
-
```python
torch.nn.AdaptiveAvgPool1d(output_size)
```
### [paddle.nn.AdaptiveAvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool1D_cn.html#adaptiveavgpool1d)
-
```python
paddle.nn.AdaptiveAvgPool1D(output_size, name=None)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.HuberLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.HuberLoss.md
index a3a50ae36c7..0d9bf858ff6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.HuberLoss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.HuberLoss.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.nn.HuberLoss
-
+## [ 仅 API 调用方式不一致 ]torch.nn.HuberLoss
### [torch.nn.HuberLoss](https://pytorch.org/docs/stable/generated/torch.nn.HuberLoss.html#torch.nn.HuberLoss)
-
```python
torch.nn.HuberLoss(reduction='mean', delta=1.0)
```
### [paddle.nn.SmoothL1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SmoothL1Loss_cn.html)
-
```python
paddle.nn.SmoothL1Loss(reduction='mean', delta=1.0, name=None)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.apply.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.apply.md
index 40c4727525a..b80bea2f945 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.apply.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.apply.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.nn.Module.apply
-
+## [ 仅 API 调用方式不一致 ]torch.nn.Module.apply
### [torch.nn.Module.apply](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module+apply#torch.nn.Module.apply)
-
```python
torch.nn.Module.apply(fn)
```
### [paddle.nn.Layer.apply](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html)
-
```python
paddle.nn.Layer.apply(fn)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.children.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.children.md
index d1b7cf114fe..d77ca465257 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.children.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.children.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.nn.Module.children
-
+## [ 仅 API 调用方式不一致 ]torch.nn.Module.children
### [torch.nn.Module.children](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.children)
-
```python
torch.nn.Module.children()
```
### [paddle.nn.Layer.children](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#children)
-
```python
paddle.nn.Layer.children()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.eval.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.eval.md
index b246d8538ad..696c615a036 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.eval.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.eval.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.nn.Module.eval
-
+## [ 仅 API 调用方式不一致 ]torch.nn.Module.eval
### [torch.nn.Module.eval](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.eval)
-
```python
torch.nn.Module.eval()
```
### [paddle.nn.Layer.eval](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#eval)
-
```python
paddle.nn.Layer.eval()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.named_children.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.named_children.md
index 48ad1115187..1ca22ac10a4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.named_children.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.named_children.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.nn.Module.named_children
-
+## [ 仅 API 调用方式不一致 ]torch.nn.Module.named_children
### [torch.nn.Module.named_children](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_children)
-
```python
torch.nn.Module.named_children()
```
### [paddle.nn.Layer.named_children](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-children)
-
```python
paddle.nn.Layer.named_children()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.train.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.train.md
index 981f646b88d..8f7d7fd7965 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.train.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.nn.Module.train.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.nn.Module.train
-
+## [ 仅 API 调用方式不一致 ]torch.nn.Module.train
### [torch.nn.Module.train](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.train)
-
```python
torch.nn.Module.train()
```
### [paddle.nn.Layer.train](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#train)
-
```python
paddle.nn.Layer.train()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.numel.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.numel.md
index 8e6b48b6244..0ba0c9a7736 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.numel.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.numel.md
@@ -1,12 +1,10 @@
-## [仅 API 调用方式不一致]torch.numel
+## [ 仅 API 调用方式不一致 ]torch.numel
### [torch.numel](https://pytorch.org/docs/stable/generated/torch.numel.html?highlight=numel#torch.numel)
-
```python
torch.numel(input)
```
### [paddle.Tensor.size](https://www.paddlepaddle.org.cn/documentation/docs/guides/beginner/tensor_cn.html#tensor-shape)
-
```python
paddle.Tensor.size
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.add_param_group.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.add_param_group.md
index a8899837828..79c3cf3fef6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.add_param_group.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.add_param_group.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.optim.Optimizer.add_param_group
-
+## [ 仅 API 调用方式不一致 ]torch.optim.Optimizer.add_param_group
### [torch.optim.Optimizer.add_param_group](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.add_param_group.html?highlight=torch+optim+optimizer+add_param_group#torch.optim.Optimizer.add_param_group)
-
```python
torch.optim.Optimizer.add_param_group(param_group)
```
### [paddle.optimizer.Optimizer._add_param_group]()
-
```python
paddle.optimizer.Optimizer._add_param_group(param_group)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.load_state_dict.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.load_state_dict.md
index 0577a4b9e03..c7ef34004d5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.load_state_dict.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.load_state_dict.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.optim.Optimizer.load_state_dict
-
+## [ 仅 API 调用方式不一致 ]torch.optim.Optimizer.load_state_dict
### [torch.optim.Optimizer.load_state_dict](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.load_state_dict.html#torch.optim.Optimizer.load_state_dict)
-
```python
torch.optim.Optimizer.load_state_dict(state_dict)
```
### [paddle.optimizer.Optimizer.load_state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html)
-
```python
paddle.optimizer.Optimizer.load_state_dict(state_dict)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.state_dict.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.state_dict.md
index 1a0095e7ba1..48bf3fcccad 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.state_dict.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.optim.Optimizer.state_dict.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.optim.Optimizer.state_dict
-
+## [ 仅 API 调用方式不一致 ]torch.optim.Optimizer.state_dict
### [torch.optim.Optimizer.state_dict](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.state_dict.html?highlight=torch+optim+optimizer+state_dict#torch.optim.Optimizer.state_dict)
-
```python
torch.optim.Optimizer.state_dict()
```
### [paddle.optimizer.Optimizer.state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html)
-
```python
paddle.optimizer.Optimizer.state_dict()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ChainDataset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ChainDataset.md
index 0757facfeac..d9af795d1aa 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ChainDataset.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ChainDataset.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.utils.data.ChainDataset
-
+## [ 仅 API 调用方式不一致 ]torch.utils.data.ChainDataset
### [torch.utils.data.ChainDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ChainDataset)
-
```python
torch.utils.data.ChainDataset(datasets)
```
### [paddle.io.ChainDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/ChainDataset_cn.html)
-
```python
paddle.io.ChainDataset(datasets)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ConcatDataset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ConcatDataset.md
index c1e2539f8a1..128339e940c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ConcatDataset.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.ConcatDataset.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.utils.data.ConcatDataset
-
+## [ 仅 API 调用方式不一致 ]torch.utils.data.ConcatDataset
### [torch.utils.data.ConcatDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.ConcatDataset)
-
```python
torch.utils.data.ConcatDataset(datasets)
```
### [paddle.io.ConcatDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/ConcatDataset_cn.html)
-
```python
paddle.io.ConcatDataset(datasets)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Dataset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Dataset.md
index 7d0300dca61..8de0920b70f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Dataset.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Dataset.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.utils.data.Dataset
-
+## [ 仅 API 调用方式不一致 ]torch.utils.data.Dataset
### [torch.utils.data.Dataset](https://pytorch.org/docs/stable/data.html?highlight=torch%20utils%20data%20dataset#torch.utils.data.Dataset)
-
```python
torch.utils.data.Dataset()
```
### [paddle.io.Dataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/io/Dataset_cn.html#dataset)
-
```python
paddle.io.Dataset()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.IterableDataset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.IterableDataset.md
index af29e29ef7c..c25ee737715 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.IterableDataset.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.IterableDataset.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.utils.data.IterableDataset
-
+## [ 仅 API 调用方式不一致 ]torch.utils.data.IterableDataset
### [torch.utils.data.IterableDataset](https://pytorch.org/docs/stable/data.html#torch.utils.data.IterableDataset)
-
```python
torch.utils.data.IterableDataset()
```
### [paddle.io.IterableDataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/IterableDataset_cn.html#iterabledataset)
-
```python
paddle.io.IterableDataset()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Sampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Sampler.md
index 85ad9595ebf..0a2031c2dbf 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Sampler.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Sampler.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.utils.data.Sampler
-
+## [ 仅 API 调用方式不一致 ]torch.utils.data.Sampler
### [torch.utils.data.Sampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.Sampler)
-
```python
torch.utils.data.Sampler(data_source)
```
### [paddle.io.Sampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/Sampler_cn.html)
-
```python
paddle.io.Sampler(data_source)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.SequentialSampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.SequentialSampler.md
index 3e1d112e696..be273516023 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.SequentialSampler.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.SequentialSampler.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.utils.data.SequentialSampler
-
+## [ 仅 API 调用方式不一致 ]torch.utils.data.SequentialSampler
### [torch.utils.data.SequentialSampler](https://pytorch.org/docs/stable/generated/torch.utils.data.SequentialSampler.html)
-
```python
torch.utils.data.SequentialSampler(data_source)
```
### [paddle.io.SequenceSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SequenceSampler_cn.html#sequencesampler)
-
```python
paddle.io.SequenceSampler(data_source)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Subset.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Subset.md
index d6db718284c..2d463d88f56 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Subset.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.Subset.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.utils.data.Subset
-
+## [ 仅 API 调用方式不一致 ]torch.utils.data.Subset
### [torch.utils.data.Subset](https://pytorch.org/docs/stable/data.html#torch.utils.data.Subset)
-
```python
torch.utils.data.Subset(dataset, indices)
```
### [paddle.io.Subset](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/Subset_cn.html)
-
```python
paddle.io.Subset(dataset, indices)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.get_worker_info.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.get_worker_info.md
index 5da8a2ccef6..56909bc0fc7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.get_worker_info.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.get_worker_info.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torch.utils.data.get_worker_info
-
+## [ 仅 API 调用方式不一致 ]torch.utils.data.get_worker_info
### [torch.utils.data.get_worker_info](https://pytorch.org/docs/stable/data.html#torch.utils.data.get_worker_info)
-
```python
torch.utils.data.get_worker_info()
```
### [paddle.io.get_worker_info](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/get_worker_info_cn.html#get-worker-info)
-
```python
paddle.io.get_worker_info()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.random_split.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.random_split.md
index ebadef9dbc2..bf764184e26 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.random_split.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torch.utils.data.random_split.md
@@ -1,6 +1,5 @@
-## [仅 API 调用方式不一致]torch.utils.data.random_split
+## [ 仅 API 调用方式不一致 ]torch.utils.data.random_split
### [torch.utils.data.random_split](https://pytorch.org/docs/stable/data.html?highlight=torch+utils+data+random_split#torch.utils.data.random_split)
-
```python
torch.utils.data.random_split(dataset,
lengths,
@@ -8,7 +7,6 @@ torch.utils.data.random_split(dataset,
```
### [paddle.io.random_split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/random_split_cn.html)
-
```python
paddle.io.random_split(dataset,
lengths,
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.ops.RoIPool.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.ops.RoIPool.md
index 3c150e9ed29..534335c0234 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.ops.RoIPool.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.ops.RoIPool.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torchvision.ops.RoIPool
-
+## [ 仅 API 调用方式不一致 ]torchvision.ops.RoIPool
### [torchvision.ops.RoIPool](https://pytorch.org/vision/main/generated/torchvision.ops.RoIPool.html)
-
```python
torchvision.ops.RoIPool(output_size: None, spatial_scale: float)
```
### [paddle.vision.ops.RoIPool](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/RoIPool_cn.html)
-
```python
paddle.vision.ops.RoIPool(output_size, spatial_scale=1.0)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transform.functional.pad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transform.functional.pad.md
index 5b0b2b3fd3b..170a6794f2a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transform.functional.pad.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transform.functional.pad.md
@@ -1,7 +1,5 @@
-## [仅 API 调用方式不一致]torchvision.transforms.functional.pad
-
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.functional.pad
### [torchvision.transforms.functional.pad](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.pad.html)
-
```python
torchvision.transforms.functional.pad(
img: Union[PIL.Image.Image, torch.Tensor],
@@ -12,7 +10,6 @@ torchvision.transforms.functional.pad(
```
### [paddle.vision.transforms.pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/pad_cn.html)
-
```python
paddle.vision.transforms.pad(
img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor],
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.Compose.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.Compose.md
index 5fc3840a5ab..2afeb4331b9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.Compose.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.Compose.md
@@ -1,7 +1,5 @@
-## [仅 API 调用方式不一致]torchvision.transforms.Compose
-
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.Compose
### [torchvision.transforms.Compose](https://pytorch.org/vision/main/generated/torchvision.transforms.Compose.html)
-
```python
torchvision.transforms.Compose(
transforms: List[Transform]
@@ -9,7 +7,6 @@ torchvision.transforms.Compose(
```
### [paddle.vision.transforms.Compose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Compose_cn.html)
-
```python
paddle.vision.transforms.Compose(
transforms: Union[List[Transform], Tuple[Transform, ...]]
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BICUBIC.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BICUBIC.md
index d2b494fb430..66cb335dd1d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BICUBIC.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BICUBIC.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torchvision.transforms.InterpolationMode.BICUBIC
-
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.InterpolationMode.BICUBIC
### [torchvision.transforms.InterpolationMode.BICUBIC](https://pytorch.org/vision/stable/index.html)
-
```python
torchvision.transforms.InterpolationMode.BICUBIC
```
### ['bicubic']()
-
```python
'bicubic'
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BILINEAR.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BILINEAR.md
index 5901e2eaa07..f29d36366d2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BILINEAR.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BILINEAR.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torchvision.transforms.InterpolationMode.BILINEAR
-
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.InterpolationMode.BILINEAR
### [torchvision.transforms.InterpolationMode.BILINEAR](https://pytorch.org/vision/stable/index.html)
-
```python
torchvision.transforms.InterpolationMode.BILINEAR
```
### ['bilinear']()
-
```python
'bilinear'
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BOX.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BOX.md
index d3c2e4e1554..b6b9604b3d9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BOX.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.BOX.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torchvision.transforms.InterpolationMode.BOX
-
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.InterpolationMode.BOX
### [torchvision.transforms.InterpolationMode.BOX](https://pytorch.org/vision/stable/index.html)
-
```python
torchvision.transforms.InterpolationMode.BOX
```
### ['box']()
-
```python
'box'
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.HAMMING.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.HAMMING.md
index a4c5c5ef988..207bb5033d4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.HAMMING.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.HAMMING.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torchvision.transforms.InterpolationMode.HAMMING
-
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.InterpolationMode.HAMMING
### [torchvision.transforms.InterpolationMode.HAMMING](https://pytorch.org/vision/stable/index.html)
-
```python
torchvision.transforms.InterpolationMode.HAMMING
```
### ['hamming']()
-
```python
'hamming'
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.LANCZOS.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.LANCZOS.md
index fb4901344cb..ffa836ce394 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.LANCZOS.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.LANCZOS.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torchvision.transforms.InterpolationMode.LANCZOS
-
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.InterpolationMode.LANCZOS
### [torchvision.transforms.InterpolationMode.LANCZOS](https://pytorch.org/vision/stable/index.html)
-
```python
torchvision.transforms.InterpolationMode.LANCZOS
```
### ['lanczos']()
-
```python
'lanczos'
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.NEAREST.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.NEAREST.md
index 65ffed37b6f..9daacb7e048 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.NEAREST.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.NEAREST.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torchvision.transforms.InterpolationMode.NEAREST
-
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.InterpolationMode.NEAREST
### [torchvision.transforms.InterpolationMode.NEAREST](https://pytorch.org/vision/stable/index.html)
-
```python
torchvision.transforms.InterpolationMode.NEAREST
```
### ['nearest']()
-
```python
'nearest'
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.NEAREST_EXACT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.NEAREST_EXACT.md
index d87c96d8d1a..44b9a0ff852 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.NEAREST_EXACT.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.InterpolationMode.NEAREST_EXACT.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torchvision.transforms.InterpolationMode.NEAREST_EXACT
-
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.InterpolationMode.NEAREST_EXACT
### [torchvision.transforms.InterpolationMode.NEAREST_EXACT](https://pytorch.org/vision/stable/index.html)
-
```python
torchvision.transforms.InterpolationMode.NEAREST_EXACT
```
### ['nearest_exact']()
-
```python
'nearest_exact'
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_brightness.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_brightness.md
index cb435c0937e..63b5c780e63 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_brightness.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_brightness.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torchvision.transforms.functional.adjust_brightness
-
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.functional.adjust_brightness
### [torchvision.transforms.functional.adjust_brightness](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_brightness.html)
-
```python
torchvision.transforms.functional.adjust_brightness(img: Tensor, brightness_factor: float)
```
### [paddle.vision.transforms.adjust_brightness](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_brightness_cn.html)
-
```python
paddle.vision.transforms.adjust_brightness(
img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor],
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_contrast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_contrast.md
index 2846443c13a..d2eb7fe3752 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_contrast.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_contrast.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torchvision.transforms.functional.adjust_contrast
-
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.functional.adjust_contrast
### [torchvision.transforms.functional.adjust_contrast](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_contrast.html)
-
```python
torchvision.transforms.functional.adjust_contrast(img: Tensor, contrast_factor: float)
```
### [paddle.vision.transforms.adjust_contrast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_contrast_cn.html)
-
```python
paddle.vision.transforms.adjust_contrast(
img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor],
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_hue.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_hue.md
index 25c8f805ea3..93f127dcf8b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_hue.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.adjust_hue.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torchvision.transforms.functional.adjust_hue
-
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.functional.adjust_hue
### [torchvision.transforms.functional.adjust_hue](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.adjust_hue.html)
-
```python
torchvision.transforms.functional.adjust_hue(img: Tensor, hue_factor: float)
```
### [paddle.vision.transforms.adjust_hue](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/adjust_hue_cn.html)
-
```python
paddle.vision.transforms.adjust_hue(
img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor],
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.center_crop.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.center_crop.md
index b3f50036367..fccde598f5a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.center_crop.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.center_crop.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]torchvision.transforms.functional.center_crop
-
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.functional.center_crop
### [torchvision.transforms.functional.center_crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.center_crop.html)
-
```python
torchvision.transforms.functional.center_crop(img: Tensor, output_size: List[int])
```
### [paddle.vision.transforms.center_crop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/center_crop_cn.html)
-
```python
paddle.vision.transforms.center_crop(
img: Union[PIL.Image.Image, paddle.Tensor, np.ndarray],
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.crop.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.crop.md
index d9523103378..d1475bb4e1e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.crop.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.crop.md
@@ -1,7 +1,5 @@
-## [仅 API 调用方式不一致]torchvision.transforms.functional.crop
-
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.functional.crop
### [torchvision.transforms.functional.crop](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.crop.html)
-
```python
torchvision.transforms.functional.crop(
img: Union[PIL.Image.Image, torch.Tensor],
@@ -13,7 +11,6 @@ torchvision.transforms.functional.crop(
```
### [paddle.vision.transforms.crop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/crop_cn.html)
-
```python
paddle.vision.transforms.crop(
img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor],
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.erase.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.erase.md
index f1c3edb572e..597d609eb55 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.erase.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.erase.md
@@ -1,7 +1,5 @@
-## [仅 API 调用方式不一致]torchvision.transforms.functional.erase
-
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.functional.erase
### [torchvision.transforms.functional.erase](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.erase.html?highlight=erase#torchvision.transforms.functional.erase)
-
```python
torchvision.transforms.functional.erase(
img: Tensor,
@@ -15,7 +13,6 @@ torchvision.transforms.functional.erase(
```
### [paddle.vision.transforms.erase](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/erase_cn.html)
-
```python
paddle.vision.transforms.erase(
img: Union[paddle.Tensor, np.ndarray, PIL.Image.Image],
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.hflip.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.hflip.md
index f9b3a2df87a..9164c718754 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.hflip.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.hflip.md
@@ -1,7 +1,5 @@
-## [仅 API 调用方式不一致]torchvision.transforms.functional.hflip
-
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.functional.hflip
### [torchvision.transforms.functional.hflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.hflip.html)
-
```python
torchvision.transforms.functional.hflip(
img: Union[PIL.Image.Image, torch.Tensor]
@@ -9,7 +7,6 @@ torchvision.transforms.functional.hflip(
```
### [paddle.vision.transforms.hflip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/hflip_cn.html)
-
```python
paddle.vision.transforms.hflip(
img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor]
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.to_grayscale.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.to_grayscale.md
index 4fe083bed0f..63f0672b728 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.to_grayscale.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.to_grayscale.md
@@ -1,14 +1,11 @@
-## [仅 API 调用方式不一致]torchvision.transforms.functional.to_grayscale
-
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.functional.to_grayscale
### [torchvision.transforms.functional.to_grayscale](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.to_grayscale.html?highlight=to_grayscale#torchvision.transforms.functional.to_grayscale)
-
```python
torchvision.transforms.functional.to_grayscale(img: PIL.Image.Image,
num_output_channels: int = 1)
```
### [paddle.vision.transforms.to_grayscale](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/to_grayscale_cn.html#to-grayscale)
-
```python
paddle.vision.transforms.to_grayscale(
img: Union[PIL.Image.Image, np.ndarray],
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.vflip.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.vflip.md
index 29d05d8d5ae..c1eaa58646a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.vflip.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/torchvision.transforms.functional.vflip.md
@@ -1,7 +1,5 @@
-## [仅 API 调用方式不一致] torchvision.transforms.functional.vflip
-
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.functional.vflip
### [torchvision.transforms.functional.vflip](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.vflip.html)
-
```python
torchvision.transforms.functional.vflip(
img: Union[PIL.Image.Image, torch.Tensor]
@@ -9,7 +7,6 @@ torchvision.transforms.functional.vflip(
```
### [paddle.vision.transforms.vflip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/vflip_cn.html)
-
```python
paddle.vision.transforms.vflip(
img: Union[PIL.Image.Image, np.ndarray, paddle.Tensor]
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.generation.LogitsProcessorList.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.generation.LogitsProcessorList.md
index 14430289480..7c122ed9a17 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.generation.LogitsProcessorList.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.generation.LogitsProcessorList.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]transformers.generation.LogitsProcessorList
-
+## [ 仅 API 调用方式不一致 ]transformers.generation.LogitsProcessorList
### [transformers.generation.LogitsProcessorList](https://hf-mirror.com/docs/transformers/v4.42.0/en/internal/generation_utils#transformers.LogitsProcessorList)
-
```python
transformers.generation.LogitsProcessorList()
```
### [paddlenlp.generation.LogitsProcessorList](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/bloom/processor.py#L24)
-
```python
paddlenlp.generation.LogitsProcessorList()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.generation.utils.GenerateOutput.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.generation.utils.GenerateOutput.md
index 53681fd6ea9..be6681c5ed4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.generation.utils.GenerateOutput.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.generation.utils.GenerateOutput.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]transformers.generation.utils.GenerateOutput
-
+## [ 仅 API 调用方式不一致 ]transformers.generation.utils.GenerateOutput
### [transformers.generation.utils.GenerateOutput](https://github.com/huggingface/transformers/blob/v4.42.0/src/transformers/generation/utils.py#L345)
-
```python
transformers.generation.utils.GenerateOutput()
```
### [paddlenlp.transformers.model_outputs.BaseModelOutput](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L513)
-
```python
paddlenlp.transformers.model_outputs.BaseModelOutput()
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.BaseModelOutputWithPast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.BaseModelOutputWithPast.md
index 2627f439da5..d14561c9037 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.BaseModelOutputWithPast.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.BaseModelOutputWithPast.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]transformers.modeling_outputs.BaseModelOutputWithPast
-
+## [ 仅 API 调用方式不一致 ]transformers.modeling_outputs.BaseModelOutputWithPast
### [transformers.modeling_outputs.BaseModelOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.BaseModelOutputWithPast)
-
```python
transformers.modeling_outputs.BaseModelOutputWithPast(last_hidden_state: FloatTensor = None, past_key_values: Optional = None, hidden_states: Optional = None, attentions: Optional = None)
```
### [paddlenlp.transformers.model_outputs.BaseModelOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L590)
-
```python
paddlenlp.transformers.model_outputs.BaseModelOutputWithPast(last_hidden_state: paddle.Tensor = None, past_key_values: Optional[Tuple[Tuple[paddle.Tensor]]] = None, hidden_states: Optional[Tuple[paddle.Tensor]] = None, attentions: Optional[Tuple[paddle.Tensor]] = None)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.CausalLMOutputWithPast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.CausalLMOutputWithPast.md
index 1ce5daaaf26..d4024f02265 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.CausalLMOutputWithPast.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.modeling_outputs.CausalLMOutputWithPast.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]transformers.modeling_outputs.CausalLMOutputWithPast
-
+## [ 仅 API 调用方式不一致 ]transformers.modeling_outputs.CausalLMOutputWithPast
### [transformers.modeling_outputs.CausalLMOutputWithPast](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/output#transformers.modeling_outputs.CausalLMOutputWithPast)
-
```python
transformers.modeling_outputs.CausalLMOutputWithPast(loss: Optional = None, logits: FloatTensor = None, past_key_values: Optional = None, hidden_states: Optional = None, attentions: Optional = None)
```
### [paddlenlp.transformers.model_outputs.CausalLMOutputWithPast](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/model_outputs.py#L874)
-
```python
paddlenlp.transformers.model_outputs.CausalLMOutputWithPast(loss: Optional[paddle.Tensor] = None, logits: paddle.Tensor = None, past_key_values: Optional[Tuple[Tuple[paddle.Tensor]]] = None, hidden_states: Optional[Tuple[paddle.Tensor]] = None, attentions: Optional[Tuple[paddle.Tensor]] = None)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.utils.add_start_docstrings_to_model_forward.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.utils.add_start_docstrings_to_model_forward.md
index 670c7a13aa7..6c88fcbc2e8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.utils.add_start_docstrings_to_model_forward.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_diff_only/transformers.utils.add_start_docstrings_to_model_forward.md
@@ -1,13 +1,10 @@
-## [仅 API 调用方式不一致]transformers.utils.add_start_docstrings_to_model_forward
-
+## [ 仅 API 调用方式不一致 ]transformers.utils.add_start_docstrings_to_model_forward
### [transformers.utils.add_start_docstrings_to_model_forward](https://github.com/huggingface/transformers/blob/44b231671db25974cfebcdae34402ad5099bf37a/src/transformers/utils/doc.py#L45)
-
```python
transformers.utils.add_start_docstrings_to_model_forward(*docstr)
```
### [paddlenlp.trainer.utils.add_start_docstrings_to_model_forward](https://github.com/PaddlePaddle/PaddleNLP/blob/8fd74f0b74cdae12e74518b9dbbb8f6c6219c338/paddlenlp/trainer/utils/doc.py#L27)
-
```python
paddlenlp.trainer.utils.add_start_docstrings_to_model_forward(*docstr)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.utils.data.RandomSampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.utils.data.RandomSampler.md
index 5d34038b4ba..8541153a758 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.utils.data.RandomSampler.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.utils.data.RandomSampler.md
@@ -1,13 +1,10 @@
-## [暂未分类] torch.utils.data.RandomSampler
-
+## [ 暂未分类 ]torch.utils.data.RandomSampler
### [torch.utils.data.RandomSampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.RandomSampler)
-
```python
torch.utils.data.RandomSampler(data_source, replacement=False, num_samples=None, generator=None)
```
### [paddle.io.RandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/RandomSampler_cn.html#paddle.io.RandomSampler)
-
```python
paddle.io.RandomSampler(data_source, replacement=False, num_samples=None, generator=None)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.utils.data.WeightedRandomSampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.utils.data.WeightedRandomSampler.md
index d885e25f134..fcefd17f784 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.utils.data.WeightedRandomSampler.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/others/torch.utils.data.WeightedRandomSampler.md
@@ -1,7 +1,5 @@
-## [暂未分类] torch.utils.data.WeightedRandomSampler
-
+## [ 暂未分类 ]torch.utils.data.WeightedRandomSampler
### [torch.utils.data.WeightedRandomSampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.WeightedRandomSampler)
-
```python
torch.utils.data.WeightedRandomSampler(weights,
num_samples,
@@ -10,7 +8,6 @@ torch.utils.data.WeightedRandomSampler(weights,
```
### [paddle.io.WeightedRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/WeightedRandomSampler_cn.html#paddle.io.WeightedRandomSampler)
-
```python
paddle.io.WeightedRandomSampler(weights,
num_samples,
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/transformers.PreTrainedTokenizer.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/others/transformers.PreTrainedTokenizer.md
index 88a427d7c55..4484c63e33a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/others/transformers.PreTrainedTokenizer.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/others/transformers.PreTrainedTokenizer.md
@@ -1,13 +1,10 @@
-## [暂未分类]transformers.PreTrainedTokenizer
-
+## [ 暂未分类 ]transformers.PreTrainedTokenizer
### [transformers.PreTrainedTokenizer](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/tokenizer#transformers.PreTrainedTokenizer)
-
```python
transformers.PreTrainedTokenizer(**kwargs)
```
### [paddlenlp.transformers.PretrainedTokenizer](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/tokenizer_utils.py#L881)
-
```python
paddlenlp.transformers.PretrainedTokenizer(**kwargs)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.allclose.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.allclose.md
index 1bed9931908..9a0b6427f9c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.allclose.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.allclose.md
@@ -1,13 +1,10 @@
## [ 返回参数类型不一致 ]torch.Tensor.allclose
-
### [torch.Tensor.allclose](https://pytorch.org/docs/stable/generated/torch.Tensor.allclose.html)
-
```python
torch.Tensor.allclose(other, rtol=1e-05, atol=1e-08, equal_nan=False)
```
### [paddle.Tensor.allclose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#allclose-y-rtol-1e-05-atol-1e-08-equal-nan-false-name-none)
-
```python
paddle.Tensor.allclose(y, rtol=1e-05, atol=1e-08, equal_nan=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.allclose(y, rtol=1e-05, atol=1e-08, equal_nan=False, name=None)
其中 PyTorch 和 Paddle 功能一致，返回类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| --------- | ------------ | -- |
| other | y | 输入 Tensor，仅参数名不一致。 |
@@ -25,9 +21,7 @@ paddle.Tensor.allclose(y, rtol=1e-05, atol=1e-08, equal_nan=False, name=None)
| 返回值 | 返回值 | PyTorch 返回值为标量， Paddle 返回值 0D Tensor。|
### 转写示例
-
#### 返回值
-
```python
# PyTorch 写法
x.allclose(y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.equal.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.equal.md
index 00471adf3d8..5b54539dc19 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.equal.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.equal.md
@@ -1,13 +1,10 @@
## [ 返回参数类型不一致 ]torch.Tensor.equal
-
### [torch.Tensor.equal](https://pytorch.org/docs/stable/generated/torch.Tensor.equal.html?highlight=equal#torch.Tensor.equal)
-
```python
torch.Tensor.equal(other)
```
### [paddle.Tensor.equal_all](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#equal-all-y-name-none)
-
```python
paddle.Tensor.equal_all(y, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.equal_all(y, name=None)
两者功能一致但返回参数类型不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------- |
| other | y | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.histc.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.histc.md
index d2565be4c71..8047ea1bfce 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.histc.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.histc.md
@@ -1,13 +1,10 @@
## [ 返回参数类型不一致 ]torch.Tensor.histc
-
### [torch.Tensor.histc](https://pytorch.org/docs/stable/generated/torch.Tensor.histc.html?highlight=torch+tensor+histc#torch.Tensor.histc)
-
```python
torch.Tensor.histc(bins=100, min=0, max=0)
```
### [paddle.Tensor.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#histogram-bins-100-min-0-max-0)
-
```python
paddle.Tensor.histogram(bins=100, min=0, max=0, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.histogram(bins=100, min=0, max=0, name=None)
返回 Tensor 的数据类型不一致，PyTorch 返回数据类型与输入 Tensor 一致， Paddle 默认返回 int64 类型。
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
|-----------------------------------|------------------------------| ------------------------------------------------------ |
| bins | bins | 直方图 bins(直条)的个数，默认为 100。 |
@@ -23,7 +19,6 @@ paddle.Tensor.histogram(bins=100, min=0, max=0, name=None)
| max | max | range 的上边界(包含)，默认为 0。 |
### 转写示例
-
```python
# PyTorch 写法
y = a.histc(bins=3, min=2, max=4)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.max.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.max.md
index 6acd6f608d2..f18849396dd 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.max.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.max.md
@@ -1,17 +1,14 @@
## [ 返回参数类型不一致 ]torch.Tensor.max
-
该 api 有两组参数列表重载，因此有两组差异分析。
-----------------------------------------------
### [torch.Tensor.max](https://pytorch.org/docs/stable/generated/torch.Tensor.max.html)
-
```python
torch.Tensor.max(dim=None, keepdim=False)
```
### [paddle.Tensor.max](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#max-axis-none-keepdim-false-name-none)
-
```python
paddle.Tensor.max(axis=None, keepdim=False, name=None)
```
@@ -19,7 +16,6 @@ paddle.Tensor.max(axis=None, keepdim=False, name=None)
其中 PyTorch 与 Paddle 指定 `dim` 后返回值不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| dim | axis | 求最大值运算的维度， 仅参数名不一致。 |
@@ -27,7 +23,6 @@ paddle.Tensor.max(axis=None, keepdim=False, name=None)
| 返回值 | 返回值 | 表示返回结果，当指定 dim 后，PyTorch 会返回比较结果和元素索引， Paddle 不会返回元素索引，需要转写。 |
### 转写示例
-
#### 指定 dim 后的返回值
```python
# PyTorch 写法
@@ -40,13 +35,11 @@ result = x.max(dim=1), x.argmax(dim=1)
--------------------------------------------------------------
### [torch.Tensor.max](https://pytorch.org/docs/stable/generated/torch.Tensor.max.html)
-
```python
torch.Tensor.max(other)
```
### [paddle.Tensor.maximum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#maximum-y-axis-1-name-none)
-
```python
paddle.Tensor.maximum(y)
```
@@ -54,7 +47,6 @@ paddle.Tensor.maximum(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------- | ---------------------- | ------------------------------------ |
| other | y | 输⼊ Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.min.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.min.md
index 03b2e2a4087..8765fb2fa65 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.min.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.min.md
@@ -1,17 +1,14 @@
## [ 返回参数类型不一致 ]torch.Tensor.min
-
该 api 有两组参数列表重载，因此有两组差异分析。
-----------------------------------------------
### [torch.Tensor.min](https://pytorch.org/docs/stable/generated/torch.Tensor.min.html)
-
```python
torch.Tensor.min(dim=None, keepdim=False)
```
### [paddle.Tensor.min](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#min-axis-none-keepdim-false-name-none)
-
```python
paddle.Tensor.min(axis=None, keepdim=False, name=None)
```
@@ -19,7 +16,6 @@ paddle.Tensor.min(axis=None, keepdim=False, name=None)
其中 PyTorch 与 Paddle 指定 `dim` 后返回值不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| dim | axis | 求最小值运算的维度， 仅参数名不一致。 |
@@ -27,7 +23,6 @@ paddle.Tensor.min(axis=None, keepdim=False, name=None)
| 返回值 | 返回值 | 表示返回结果，当指定 dim 后，PyTorch 会返回比较结果和元素索引， Paddle 不会返回元素索引，需要转写。 |
### 转写示例
-
#### 指定 dim 后的返回值
```python
# PyTorch 写法
@@ -40,13 +35,11 @@ result = x.min(dim=1), x.argmin(dim=1)
--------------------------------------------------------------
### [torch.Tensor.min](https://pytorch.org/docs/stable/generated/torch.Tensor.min.html)
-
```python
torch.Tensor.min(other)
```
### [paddle.Tensor.minimum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#minimum-y-axis-1-name-none)
-
```python
paddle.Tensor.minimum(y)
```
@@ -54,7 +47,6 @@ paddle.Tensor.minimum(y)
两者功能一致且参数用法一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------- | ---------------------- | ------------------------------------ |
| other | y | 输⼊ Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.slogdet.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.slogdet.md
index 1e9dc6d77b4..8e576207c66 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.slogdet.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.slogdet.md
@@ -1,13 +1,10 @@
## [ 返回参数类型不一致 ]torch.Tensor.slogdet
-
### [torch.Tensor.slogdet](https://pytorch.org/docs/stable/generated/torch.Tensor.slogdet.html)
-
```python
torch.Tensor.slogdet()
```
### [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet)
-
```python
paddle.linalg.slogdet(x)
```
@@ -15,7 +12,6 @@ paddle.linalg.slogdet(x)
两者功能一致，返回参数的个数不同，PyTorch 返回两个 Tesnor，Paddle 返回一个 Tensor，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| self | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -24,7 +20,6 @@ paddle.linalg.slogdet(x)
### 转写示例
-
#### 返回值
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.sort.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.sort.md
index 2feccf269a9..43f798f94cb 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.sort.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.sort.md
@@ -1,13 +1,10 @@
## [ 返回参数类型不一致 ]torch.Tensor.sort
-
### [torch.Tensor.sort](https://pytorch.org/docs/stable/generated/torch.Tensor.sort.html#torch-tensor-sort)
-
```python
torch.Tensor.sort(dim=-1, descending=False, stable=False)
```
### [paddle.Tensor.sort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sort_cn.html#sort)
-
```python
paddle.Tensor.sort(axis=-1, descending=False, stable=False)
```
@@ -15,7 +12,6 @@ paddle.Tensor.sort(axis=-1, descending=False, stable=False)
两者功能一致但返回参数类型不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| dim | axis | 指定对输入 Tensor 进行运算的轴。默认值为-1, 仅参数名不一致。 |
@@ -26,9 +22,7 @@ paddle.Tensor.sort(axis=-1, descending=False, stable=False)
注：PyTorch 返回 (Tensor, LongTensor)，Paddle 返回 Tensor 。
### 转写示例
-
#### 返回值
-
```python
# 若要返回排序后的元素和元素索引，需要结合 argsort 进行转写
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.triangular_solve.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.triangular_solve.md
index d619f2bde62..a4d2382e37d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.triangular_solve.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.Tensor.triangular_solve.md
@@ -1,13 +1,10 @@
-## [返回参数类型不一致]torch.Tensor.triangular_solve
-
+## [ 返回参数类型不一致 ]torch.Tensor.triangular_solve
### [torch.Tensor.triangular_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.triangular_solve.html#torch.Tensor.triangular_solve)
-
```python
torch.Tensor.triangular_solve(A, upper=True, transpose=False, unitriangular=False)
```
### [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html)
-
```python
paddle.linalg.triangular_solve(x, y, upper=True, transpose=False, unitriangular=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.triangular_solve(x, y, upper=True, transpose=False, unitriangular=
Pytorch 为 Tensor 类方法，Paddle 为普通函数，另外两者的返回 Tensor 个数不同。参数对应关系如下表所示：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------- | ----------------------------------------------------------- |
| A | x | 线性方程组系数矩阵。 |
@@ -26,13 +22,11 @@ Pytorch 为 Tensor 类方法，Paddle 为普通函数，另外两者的返回 Te
| 返回值 | 返回值 | Pytorch 返回两个 Tensor：solution 与 A，Paddle 仅返回一个 Tensor：solution。需要转写。 |
### 转写示例
-
#### 返回值
```python
# PyTorch 写法:
b.triangular_solve(A)
# Paddle 写法:
-## 注：Paddle 将 A 与 b 交换
-tuple(paddle.linalg.triangular_solve(A, b), A)
+## 注：Paddle 将 A 与 b 交换 tuple(paddle.linalg.triangular_solve(A, b), A)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.cuda.get_rng_state_all.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.cuda.get_rng_state_all.md
index b08e2359c4e..5439cfc6900 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.cuda.get_rng_state_all.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.cuda.get_rng_state_all.md
@@ -1,13 +1,10 @@
## [ 返回参数类型不一致 ]torch.cuda.get_rng_state_all
-
### [torch.cuda.get_rng_state_all](https://pytorch.org/docs/stable/generated/torch.cuda.get_rng_state_all.html#torch.cuda.get_rng_state_all)
-
```python
torch.cuda.get_rng_state_all()
```
### [paddle.get_rng_state]()
-
```python
paddle.get_rng_state(device='gpu')
```
@@ -15,16 +12,13 @@ paddle.get_rng_state(device='gpu')
paddle 参数更多，并且 torch 与 paddle 的返回参数类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -------------------------------------------------------------------------------------------------- |
| - | device | 返回随机数生成器状态的设备，PyTorch 无此参数，Paddle 需设置为'gpu' 。 |
| 返回值 | 返回值 | 返回参数类型不一致, PyTorch 返回 torch.ByteTensor，Paddle 返回 GeneratorState 对象。 |
### 转写示例
-
#### 返回参数类型不同
-
```python
# PyTorch 写法，返回 torch.ByteTensor
x = torch.cuda.get_rng_state_all()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.cuda.manual_seed.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.cuda.manual_seed.md
index 9ac35208089..185fa5799d2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.cuda.manual_seed.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.cuda.manual_seed.md
@@ -1,13 +1,10 @@
## [ 返回参数类型不一致 ]torch.cuda.manual_seed
-
### [torch.cuda.manual_seed](https://pytorch.org/docs/stable/generated/torch.cuda.manual_seed.html#torch.cuda.manual_seed)
-
```python
torch.cuda.manual_seed(seed)
```
### [paddle.seed](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/seed_cn.html)
-
```python
paddle.seed(seed)
```
@@ -15,7 +12,6 @@ paddle.seed(seed)
功能一致，返回类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
|---------|--------------|----------------------------------------------------|
| seed | seed | 表示设置的的随机种子(int)。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.equal.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.equal.md
index 7e634378c87..d1a376f53ad 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.equal.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.equal.md
@@ -1,13 +1,11 @@
## [ 返回参数类型不一致 ]torch.equal
### [torch.equal](https://pytorch.org/docs/stable/generated/torch.equal.html?highlight=equal#torch.equal)
-
```python
torch.equal(input,
other)
```
### [paddle.equal_all](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/equal_all_cn.html#equal-all)
-
```python
paddle.equal_all(x,
y,
@@ -17,7 +15,6 @@ paddle.equal_all(x,
两者功能一致但返回参数类型不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------- |
| input | x | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.histc.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.histc.md
index 1dd7ad56c9e..a249b7a9647 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.histc.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.histc.md
@@ -1,13 +1,10 @@
## [ 返回参数类型不一致 ]torch.histc
-
### [torch.histc](https://pytorch.org/docs/stable/generated/torch.histc.html#torch-histc)
-
```python
torch.histc(input, bins=100, min=0, max=0, *, out=None)
```
### [paddle.histogram](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/histogram_cn.html#histogram)
-
```python
paddle.histogram(input, bins=100, min=0, max=0, name=None)
```
@@ -15,7 +12,6 @@ paddle.histogram(input, bins=100, min=0, max=0, name=None)
其中 PyTorch 与 Paddle 的返回值类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------- |
| input | input | 表示输入的 Tensor。 |
@@ -26,9 +22,7 @@ paddle.histogram(input, bins=100, min=0, max=0, name=None)
| 返回值 | 返回值 | 表示返回值，PyTorch 的返回值类型为 float32，Paddle 的返回值类型为 int64 ， 需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.histc(x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.linalg.cholesky_ex.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.linalg.cholesky_ex.md
index 8481ebac585..61cd62bec71 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.linalg.cholesky_ex.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.linalg.cholesky_ex.md
@@ -1,13 +1,10 @@
## [ 返回参数类型不一致 ]torch.linalg.cholesky_ex
-
### [torch.linalg.cholesky_ex](https://pytorch.org/docs/stable/generated/torch.linalg.cholesky_ex.html)
-
```python
torch.linalg.cholesky_ex(input, *, upper=False, check_errors=False, out=None)
```
### [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html)
-
```python
paddle.linalg.cholesky(x, upper=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.cholesky(x, upper=False, name=None)
两者功能一致但返回参数类型不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | ---------------------------------------------------------------------------------------------------------------------------------------------------- |
| input | x | 表示输入参数为多维 Tensor，它的维度应该为 [*, M, N]，其中*为零或更大的批次尺寸，并且最里面的两个维度上的矩阵都应为对称的正定矩阵，仅参数名不一致。 |
@@ -25,9 +21,7 @@ paddle.linalg.cholesky(x, upper=False, name=None)
| 返回值 | 返回值 | Pytorch 返回两个 out 与 info，Paddle 仅返回一个 Tensor：out，需转写。 |
### 转写示例
-
#### 返回值
-
```python
# PyTorch 写法
torch.linalg.cholesky_ex(x, upper=False)
@@ -37,7 +31,6 @@ torch.linalg.cholesky_ex(x, upper=False)
```
#### out: 输出的 Tensor
-
```python
# PyTorch 写法
torch.linalg.cholesky_ex(x, upper=False, out=output)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.linalg.inv_ex.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.linalg.inv_ex.md
index 79f03464f21..fd42b10155f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.linalg.inv_ex.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.linalg.inv_ex.md
@@ -1,13 +1,10 @@
## [ 返回参数类型不一致 ]torch.linalg.inv_ex
-
### [torch.linalg.inv_ex](https://pytorch.org/docs/stable/generated/torch.linalg.inv_ex.html)
-
```python
torch.linalg.inv_ex(A, *, check_errors=False, out=None)
```
### [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html)
-
```python
paddle.linalg.inv(x, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.inv(x, name=None)
两者功能一致但返回参数类型不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | --------------------------------------------------------------------- |
| A | x | 输入 Tensor，仅参数名不一致。 |
@@ -24,9 +20,7 @@ paddle.linalg.inv(x, name=None)
| 返回值 | 返回值 | Pytorch 返回两个 out 与 info，Paddle 仅返回一个 Tensor：out，需转写。 |
### 转写示例
-
#### 返回值
-
```python
# PyTorch 写法
torch.linalg.inv_ex(x)
@@ -36,7 +30,6 @@ torch.linalg.inv_ex(x)
```
#### out 参数：输出的 Tensor
-
```python
# PyTorch 写法
torch.linalg.inv_ex(x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.linalg.slogdet.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.linalg.slogdet.md
index 6d06f903e1b..de2f7c5fa75 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.linalg.slogdet.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.linalg.slogdet.md
@@ -1,12 +1,10 @@
## [ 返回参数类型不一致 ]torch.linalg.slogdet
### [torch.linalg.slogdet](https://pytorch.org/docs/stable/generated/torch.linalg.slogdet.html#torch.linalg.slogdet)
-
```python
torch.linalg.slogdet(A, *, out=None)
```
### [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet)
-
```python
paddle.linalg.slogdet(x)
```
@@ -14,7 +12,6 @@ paddle.linalg.slogdet(x)
两者功能一致，返回参数个数不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| A | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -23,7 +20,6 @@ paddle.linalg.slogdet(x)
### 转写示例
-
#### 返回值
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.max.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.max.md
index 23e56d3111e..50de4c426ff 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.max.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.max.md
@@ -4,7 +4,6 @@
-------------------------------------------------------------------------------------------------
### [torch.max](https://pytorch.org/docs/stable/generated/torch.max.html?highlight=max#torch.max)
-
```python
torch.max(input,
dim=None,
@@ -14,7 +13,6 @@ torch.max(input,
```
### [paddle.max](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/max_cn.html#max)
-
```python
paddle.max(x,
axis=None,
@@ -24,7 +22,6 @@ paddle.max(x,
其中 PyTorch 与 Paddle 指定 `dim` 后返回值不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor ，仅参数名不一致。 |
@@ -58,7 +55,6 @@ result = paddle.max(a, axis=1), paddle.argmax(a, axis=1)
--------------------------------------------------------------------------------------------------
### [torch.max](https://pytorch.org/docs/stable/generated/torch.max.html?highlight=max#torch.max)
-
```python
torch.max(input,
other,
@@ -67,7 +63,6 @@ torch.max(input,
```
### [paddle.maximum](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/minimum_cn.html#minimum)
-
```python
paddle.maximum(x,
y,
@@ -76,7 +71,6 @@ paddle.maximum(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.min.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.min.md
index c58fac16139..70ff6d66932 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.min.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.min.md
@@ -3,7 +3,6 @@
--------------------------------------------------------------------------------------------------
### [torch.min](https://pytorch.org/docs/stable/generated/torch.min.html?highlight=min#torch.min)
-
```python
torch.min(input,
dim=None,
@@ -13,7 +12,6 @@ torch.min(input,
```
### [paddle.min](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/min_cn.html#min)
-
```python
paddle.min(x,
axis=None,
@@ -23,7 +21,6 @@ paddle.min(x,
其中 PyTorch 与 Paddle 指定 `dim` 后返回值不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor ，仅参数名不一致。 |
@@ -56,7 +53,6 @@ result = torch.min(a, dim=1), torch.argmin(a, dim=1)
--------------------------------------------------------------------------------------------------
### [torch.min](https://pytorch.org/docs/stable/generated/torch.min.html?highlight=min#torch.min)
-
```python
torch.min(input,
other,
@@ -65,7 +61,6 @@ torch.min(input,
```
### [paddle.minimum](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/minimum_cn.html#minimum)
-
```python
paddle.minimum(x,
y,
@@ -74,7 +69,6 @@ paddle.minimum(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.nn.GRUCell.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.nn.GRUCell.md
index 31190ad5a20..48381a30908 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.nn.GRUCell.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.nn.GRUCell.md
@@ -1,5 +1,4 @@
## [ 返回参数类型不一致 ]torch.nn.GRUCell
-
### [torch.nn.GRUCell](https://pytorch.org/docs/stable/generated/torch.nn.GRUCell.html#torch.nn.GRUCell)
```python
torch.nn.GRUCell(input_size, hidden_size, bias=True, device=None, dtype=None)
@@ -12,7 +11,6 @@ paddle.nn.GRUCell(input_size, hidden_size, weight_ih_attr=None, weight_hh_attr=N
两者功能一致但输入参数用法不一致，且返回参数个数不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input_size | input_size | 表示输入 x 的大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.nn.LSTMCell.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.nn.LSTMCell.md
index 72c64c98a04..b91c2b3f6f4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.nn.LSTMCell.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.nn.LSTMCell.md
@@ -11,7 +11,6 @@ paddle.nn.LSTMCell(input_size, hidden_size, weight_ih_attr=None, weight_hh_attr=
两者功能一致但输入参数用法不一致，且返回参数个数不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input_size | input_size | 表示输入 x 的大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.nn.RNNCell.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.nn.RNNCell.md
index 891ae7f0884..9b0352ff3dc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.nn.RNNCell.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.nn.RNNCell.md
@@ -11,7 +11,6 @@ paddle.nn.SimpleRNNCell(input_size, hidden_size, activation='tanh', weight_ih_at
两者功能一致但输入参数用法不一致，且返回参数个数不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input_size | input_size | 表示输入 x 的大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.slogdet.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.slogdet.md
index 761244a0839..3d6bff70b3d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.slogdet.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.slogdet.md
@@ -1,12 +1,10 @@
## [ 返回参数类型不一致 ]torch.slogdet
### [torch.slogdet](https://pytorch.org/docs/stable/generated/torch.slogdet.html?highlight=slogdet#torch.slogdet)
-
```python
torch.slogdet(input, *, out=None)
```
### [paddle.linalg.slogdet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/slogdet_cn.html#slogdet)
-
```python
paddle.linalg.slogdet(x)
```
@@ -14,7 +12,6 @@ paddle.linalg.slogdet(x)
两者功能一致，返回参数的个数不同，PyTorch 返回两个 Tesnor，Paddle 返回一个 Tensor，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -24,7 +21,6 @@ paddle.linalg.slogdet(x)
### 转写示例
-
#### 返回值
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.sort.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.sort.md
index bafb6d9bb7f..6df3e2486fd 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.sort.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.sort.md
@@ -1,7 +1,5 @@
## [ 返回参数类型不一致 ]torch.sort
-
### [torch.sort](https://pytorch.org/docs/stable/generated/torch.sort.html?highlight=sort#torch.sort)
-
```python
torch.sort(input,
dim=-1,
@@ -12,7 +10,6 @@ torch.sort(input,
```
### [paddle.sort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sort_cn.html#paddle.sort)
-
```python
paddle.sort(x,
axis=-1,
@@ -24,7 +21,6 @@ paddle.sort(x,
PyTorch 相比 Paddle 支持更多其他参数，同时两个 api 的返回参数类型不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.sparse.sum.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.sparse.sum.md
index a6cfa36e958..afed0b5d136 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.sparse.sum.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.sparse.sum.md
@@ -1,13 +1,10 @@
-## [ 返回参数类型不一致 ] torch.sparse.sum
-
+## [ 返回参数类型不一致 ]torch.sparse.sum
### [torch.sparse.sum](https://pytorch.org/docs/stable/generated/torch.sparse.sum.html?highlight=sparse+sum#torch.sparse.sum)
-
```python
torch.sparse.sum(input, dim=None, dtype=None)
```
### [paddle.sparse.sum](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sum_cn.html#sum)
-
```python
paddle.sparse.sum(x, axis=None, dtype=None, keepdim=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.sparse.sum(x, axis=None, dtype=None, keepdim=False, name=None)
输入参数不一致和返回类型不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注|
| -------- | ------------- | ------|
| input | x| 输入的 Tensor，仅参数名不一致。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.triangular_solve.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.triangular_solve.md
index d794d6d71b7..a933100c149 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.triangular_solve.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.triangular_solve.md
@@ -1,13 +1,10 @@
-## [返回参数类型不一致]torch.triangular_solve
-
+## [ 返回参数类型不一致 ]torch.triangular_solve
### [torch.triangular_solve](https://pytorch.org/docs/stable/generated/torch.triangular_solve.html#torch.triangular_solve)
-
```python
torch.triangular_solve(input, A, upper=True, transpose=False, unitriangular=False, *, out=None)
```
### [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html)
-
```python
paddle.linalg.triangular_solve(x, y, upper=True, transpose=False, unitriangular=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.triangular_solve(x, y, upper=True, transpose=False, unitriangular=
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------- | ----------------------------------------------------------- |
| input | y | 线性方程组左边的系数方阵，仅参数名不一致。 |
@@ -33,8 +29,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
torch.triangular_solve(b, A)
# Paddle 写法:
-## 注：Paddle 将 A 与 b 交换
-tuple(paddle.linalg.triangular_solve(A, b), A)
+## 注：Paddle 将 A 与 b 交换 tuple(paddle.linalg.triangular_solve(A, b), A)
```
#### out 参数：输出的 Tensor
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.utils.data.default_collate.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.utils.data.default_collate.md
index d074c98e663..e0563566a8b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.utils.data.default_collate.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/torch.utils.data.default_collate.md
@@ -1,19 +1,16 @@
## [ 返回参数类型不一致 ]torch.utils.data.default_collate
### [torch.utils.data.default_collate](https://pytorch.org/docs/stable/data.html?highlight=default_collate#torch.utils.data.default_collate)
-
```python
torch.utils.data.default_collate(batch)
```
### [paddle.io.dataloader.collate.default_collate_fn]()
-
```python
paddle.io.dataloader.collate.default_collate_fn(batch)
```
返回参数类型不一致，需要转写。具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| batch | batch | 输入的用于组 batch 的数据。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/transformers.PreTrainedModel.generate.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/transformers.PreTrainedModel.generate.md
index 526cfd4e0ab..a4f9b1ace3d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/transformers.PreTrainedModel.generate.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/transformers.PreTrainedModel.generate.md
@@ -1,26 +1,21 @@
-## [返回参数类型不一致]transformers.PreTrainedModel.generate
-
+## [ 返回参数类型不一致 ]transformers.PreTrainedModel.generate
### [transformers.PreTrainedModel.generate](https://github.com/huggingface/transformers/blob/0fdea8607d7e01eb0e38a1ebeb7feee30a22f0cf/src/transformers/generation/utils.py#L1567)
-
```python
transformers.PreTrainedModel.generate(input, **kwargs)
```
### [paddlenlp.transformers.PreTrainedModel.generate](https://github.com/PaddlePaddle/PaddleNLP/blob/88d4b19bc6865fb28c11d2ce83d07c3b4b8dc423/paddlenlp/generation/utils.py#L604)
-
```python
paddlenlp.transformers.PreTrainedModel.generate(input_ids, **kwargs)
```
### 参数映射
-
| transformers | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | input_ids | token 的 id 组成的 Tensor，仅参数名不一致。。 |
| 返回值 | 返回值 | PyTorch 返回类型为 Tensor，由 input 和生成的 ids(Tensor) 拼接而成，Paddle 返回类型为 tuple，由生成的 ids(Tensor) 和对应的 scores (Tensor)组成，需要转写。|
### 转写示例
-
```python
# Pytorch 写法
res = transformers.PreTrainedModel.generate(input = input_x)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/transformers.PreTrainedTokenizer.encode.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/transformers.PreTrainedTokenizer.encode.md
index edf8fb66106..9cdad1e00b4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/transformers.PreTrainedTokenizer.encode.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/output_args_type_diff/transformers.PreTrainedTokenizer.encode.md
@@ -1,26 +1,21 @@
-## [返回参数类型不一致]transformers.PreTrainedTokenizer.encode
-
+## [ 返回参数类型不一致 ]transformers.PreTrainedTokenizer.encode
### [transformers.PreTrainedTokenizer.encode](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/tokenizer#transformers.PreTrainedTokenizer.encode)
-
```python
transformers.PreTrainedTokenizer.encode(text, **kwargs)
```
### [paddlenlp.transformers.PreTrainedTokenizer.encode](https://github.com/PaddlePaddle/PaddleNLP/blob/88d4b19bc6865fb28c11d2ce83d07c3b4b8dc423/paddlenlp/transformers/tokenizer_utils_base.py#L2369)
-
```python
paddlenlp.transformers.PreTrainedTokenizer.encode(text, **kwargs)
```
### 参数映射
-
| transformers | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| text | text | 输入的编码文本。 |
| 返回值 | 返回值 | PyTorch 返回 Tensor 类型，Paddle 返回类型为 `BatchEncoding`，是一种 dict-like 对象，key 包含 `input_ids`、`attention_mask` 等属性，需要转写。 |
### 转写示例
-
```python
# Pytorch 写法
transformers.PreTrainedTokenizer.encode(text)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/flash_attn.ops.rms_norm.rms_norm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/flash_attn.ops.rms_norm.rms_norm.md
index 37417d62cfa..b708d83afab 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/flash_attn.ops.rms_norm.rms_norm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/flash_attn.ops.rms_norm.rms_norm.md
@@ -1,13 +1,11 @@
-## [paddle 参数更多]flash_attn.ops.rms_norm.rms_norm
+## [ paddle 参数更多 ]flash_attn.ops.rms_norm.rms_norm
### [flash_attn.ops.rms_norm.rms_norm](https://github.com/Dao-AILab/flash-attention/blob/d0787acc16c3667156b51ce5b01bdafc7594ed39/flash_attn/ops/rms_norm.py#L14)
-
```python
flash_attn.ops.rms_norm.rms_norm(x, weight, epsilon)
```
### [paddle.incubate.nn.functional.fused_rms_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/incubate/nn/functional/fused_rms_norm_cn.html)
-
```python
paddle.incubate.nn.functional.fused_rms_norm(x, norm_weight, norm_bias, epsilon, begin_norm_axis, bias=None, residual=None, quant_scale=- 1, quant_round_type=0, quant_max_bound=0, quant_min_bound=0)
```
@@ -15,7 +13,6 @@ paddle.incubate.nn.functional.fused_rms_norm(x, norm_weight, norm_bias, epsilon,
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| flash_attn | PaddlePaddle | 备注 |
| ----------------- | ----------------- | ------------------------------------------------------------ |
| x | x | 输入 Tensor。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.argwhere.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.argwhere.md
index 4428bbd7eee..2939c0d599c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.argwhere.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.argwhere.md
@@ -1,12 +1,10 @@
## [ paddle 参数更多 ]torch.Tensor.argwhere
### [torch.Tensor.argwhere](https://pytorch.org/docs/stable/generated/torch.Tensor.argwhere.html#torch.Tensor.argwhere)
-
```python
torch.Tensor.argwhere()
```
### [paddle.Tensor.nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nonzero-as-tuple-false)
-
```python
paddle.Tensor.nonzero(as_tuple=False)
```
@@ -14,7 +12,6 @@ paddle.Tensor.nonzero(as_tuple=False)
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | as_tuple | 返回格式。是否以 1-D Tensor 构成的元组格式返回。 PyTorch 无此参数， Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.bitwise_left_shift.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.bitwise_left_shift.md
index bb10be9c733..f14635f4097 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.bitwise_left_shift.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.bitwise_left_shift.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.Tensor.bitwise_left_shift
-
### [torch.Tensor.bitwise_left_shift](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_left_shift.html#torch-tensor-bitwise-left-shift)
-
```python
torch.Tensor.bitwise_left_shift(other)
```
### [paddle.Tensor.bitwise_left_shift]()
-
```python
paddle.Tensor.bitwise_left_shift(y, is_arithmetic=True)
```
@@ -15,18 +12,7 @@ paddle.Tensor.bitwise_left_shift(y, is_arithmetic=True)
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------- | ------------------------------------------------------------------- |
| other | y | 表示输入的 Tensor ，仅参数名不一致。 |
| - | is_arithmetic | 用于表明是否执行算术位移， PyTorch 无此参数， Paddle 保持默认即可。 |
-
-### 转写示例
-
-```python
-# PyTorch 写法
-out = x.bitwise_left_shift(y)
-
-# Paddle 写法
-out = x.bitwise_left_shift(y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.bitwise_left_shift_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.bitwise_left_shift_.md
index 0f2b244024a..5d1433c6a73 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.bitwise_left_shift_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.bitwise_left_shift_.md
@@ -7,7 +7,6 @@ torch.Tensor.bitwise_left_shift_(other)
```
### [paddle.Tensor.bitwise_left_shift_]()
-
```python
paddle.Tensor.bitwise_left_shift_(y, is_arithmetic=True)
```
@@ -15,18 +14,7 @@ paddle.Tensor.bitwise_left_shift_(y, is_arithmetic=True)
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------- | ------------------------------------------------------------------- |
| other | y | 表示输入的 Tensor ，仅参数名不一致。 |
| - | is_arithmetic | 用于表明是否执行算术位移， PyTorch 无此参数， Paddle 保持默认即可。 |
-
-### 转写示例
-
-```python
-# PyTorch 写法
-out = x.bitwise_left_shift_(y)
-
-# Paddle 写法
-out = x.bitwise_left_shift_(y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.bitwise_right_shift.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.bitwise_right_shift.md
index f6951ca69f5..37007c9576a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.bitwise_right_shift.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.bitwise_right_shift.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.Tensor.bitwise_right_shift
-
### [torch.Tensor.bitwise_right_shift](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_right_shift.html#torch-tensor-bitwise-right-shift)
-
```python
torch.Tensor.bitwise_right_shift(other)
```
### [paddle.Tensor.bitwise_right_shift]()
-
```python
paddle.Tensor.bitwise_right_shift(y, is_arithmetic=True)
```
@@ -15,18 +12,7 @@ paddle.Tensor.bitwise_right_shift(y, is_arithmetic=True)
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------- | ------------------------------------------------------------------- |
| other | y | 表示输入的 Tensor ，仅参数名不一致。 |
| - | is_arithmetic | 用于表明是否执行算术位移， PyTorch 无此参数， Paddle 保持默认即可。 |
-
-### 转写示例
-
-```python
-# PyTorch 写法
-out = x.bitwise_right_shift(y)
-
-# Paddle 写法
-out = x.bitwise_right_shift(y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.bitwise_right_shift_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.bitwise_right_shift_.md
index 0b0c66d154f..6f682676276 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.bitwise_right_shift_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.bitwise_right_shift_.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.Tensor.bitwise_right_shift_
-
### [torch.Tensor.bitwise_right_shift_](https://pytorch.org/docs/stable/generated/torch.Tensor.bitwise_right_shift_.html#torch-tensor-bitwise-right-shift)
-
```python
torch.Tensor.bitwise_right_shift_(other)
```
### [paddle.Tensor.bitwise_right_shift_]()
-
```python
paddle.Tensor.bitwise_right_shift_(y, is_arithmetic=True)
```
@@ -15,18 +12,7 @@ paddle.Tensor.bitwise_right_shift_(y, is_arithmetic=True)
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------- | ------------------------------------------------------------------- |
| other | y | 表示输入的 Tensor ，仅参数名不一致。 |
| - | is_arithmetic | 用于表明是否执行算术位移， PyTorch 无此参数， Paddle 保持默认即可。 |
-
-### 转写示例
-
-```python
-# PyTorch 写法
-out = x.bitwise_right_shift_(y)
-
-# Paddle 写法
-out = x.bitwise_right_shift_(y)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.count_nonzero.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.count_nonzero.md
index 1b1ea8e4a9f..5e37c93450f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.count_nonzero.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.count_nonzero.md
@@ -1,12 +1,10 @@
## [ paddle 参数更多 ]torch.Tensor.count_nonzero
### [torch.Tensor.count_nonzero](https://pytorch.org/docs/stable/generated/torch.Tensor.count_nonzero.html#torch.Tensor.count_nonzero)
-
```python
torch.Tensor.count_nonzero(dim=None)
```
### [paddle.Tensor.count_nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#count-nonzero-axis-none-keepdim-false-name-none)
-
```python
paddle.Tensor.count_nonzero(axis=None, keepdim=False, name=None)
```
@@ -14,7 +12,6 @@ paddle.Tensor.count_nonzero(axis=None, keepdim=False, name=None)
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| dim | axis | 表示进行运算的轴，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.cov.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.cov.md
index 87ef33abdf5..6b377a8d3a6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.cov.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.cov.md
@@ -1,12 +1,10 @@
## [ paddle 参数更多 ]torch.Tensor.cov
### [torch.Tensor.cov](https://pytorch.org/docs/stable/generated/torch.Tensor.cov.html#torch.Tensor.cov)
-
```python
torch.Tensor.cov(*, correction=1, fweights=None, aweights=None)
```
### [paddle.Tensor.cov]()
-
```python
paddle.Tensor.cov(rowvar=True,
ddof=True,
@@ -18,7 +16,6 @@ paddle.Tensor.cov(rowvar=True,
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| correction | ddof | 样本量和样本自由度之间的差异， 若为 True ，返回无偏估计结果；若为 False ，返回普通平均值计算结果。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.cummax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.cummax.md
index 5ce33be790b..83a753b8d7e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.cummax.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.cummax.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.Tensor.cummax
-
### [torch.Tensor.cummax](https://pytorch.org/docs/stable/generated/torch.Tensor.cummax.html?highlight=cummax#torch.Tensor.cummax)
-
```python
torch.Tensor.cummax(dim)
```
### [paddle.Tensor.cummax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cummax-x-axis-none-dtype-int64-name-none)
-
```python
paddle.Tensor.cummax(axis=None, dtype=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.cummax(axis=None, dtype=None, name=None)
两者功能一致，其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------ |
| dim | axis | 需要累加的维度，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.cummin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.cummin.md
index 49f88d3219e..fdf8ba33e82 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.cummin.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.cummin.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.Tensor.cummin
-
### [torch.Tensor.cummin](https://pytorch.org/docs/stable/generated/torch.Tensor.cummin.html?highlight=cummin#torch.Tensor.cummin)
-
```python
torch.Tensor.cummin(dim)
```
### [paddle.Tensor.cummin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#cummin-x-axis-none-dtype-int64-name-none)
-
```python
paddle.Tensor.cummin(axis=None, dtype=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.cummin(axis=None, dtype=None, name=None)
两者功能一致，其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------ |
| dim | axis | 需要累加的维度，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.fill_diagonal_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.fill_diagonal_.md
index fb6c5804269..bdcd5e49b95 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.fill_diagonal_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.fill_diagonal_.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.Tensor.fill_diagonal_
-
### [torch.Tensor.fill_diagonal_](https://pytorch.org/docs/stable/generated/torch.Tensor.fill_diagonal_.html?highlight=fill_diagonal_#torch.Tensor.fill_diagonal_)
-
```python
torch.Tensor.fill_diagonal_(fill_value, wrap=False)
```
### [paddle.Tensor.fill_diagonal_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#fill-diagonal-x-value-offset-0-wrap-false-name-none)
-
```python
paddle.Tensor.fill_diagonal_(value, offset=0, wrap=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.fill_diagonal_(value, offset=0, wrap=False, name=None)
两者功能一致且参数用法一致，paddle 参数更多，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------ | ---------------------------------------------------------------------------------------------------------------------------- |
| fill_value | value | 以输入 value 值修改原始 Tensor 对角线元素，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.fliplr.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.fliplr.md
index cee3de4ddc4..97e5c33bc7f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.fliplr.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.fliplr.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.Tensor.fliplr
-
### [torch.Tensor.fliplr](https://pytorch.org/docs/stable/generated/torch.Tensor.fliplr.html?highlight=fliplr#torch.Tensor.fliplr)
-
```python
torch.Tensor.fliplr()
```
### [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none)
-
```python
paddle.Tensor.flip(axis, name=None)
```
@@ -15,13 +12,11 @@ paddle.Tensor.flip(axis, name=None)
两者功能一致，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 |
| ------- | ------------ | ---------------------------------------------------------- |
| - | axis | 指定进行翻转的轴，PyTorch 无此参数，Paddle 中可以指定 `axis=1` 来对应 PyTorch。|
### 转写示例
-
```Python
# torch 版本直接向左/右翻转张量
torch_x = torch.randn(3, 4)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.flipud.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.flipud.md
index 85c4c89bf7e..d7260ddb3cc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.flipud.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.flipud.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.Tensor.flipud
-
### [torch.Tensor.flipud](https://pytorch.org/docs/stable/generated/torch.Tensor.flipud.html?highlight=flipud#torch.Tensor.flipud)
-
```python
torch.Tensor.flipud()
```
### [paddle.Tensor.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#flip-axis-name-none)
-
```python
paddle.Tensor.flip(axis, name=None)
```
@@ -15,13 +12,11 @@ paddle.Tensor.flip(axis, name=None)
两者功能一致，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 |
| ------- | ------------ | ---------------------------------------------------------- |
| - | axis | 指定进行翻转的轴，PyTorch 无此参数，Paddle 中可以指定 `axis=0` 来对应 PyTorch。|
### 转写示例
-
```Python
# torch 版本直接向上/下翻转张量
torch_x = torch.randn(3, 4)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.logcumsumexp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.logcumsumexp.md
index 9d00da784e3..4593351f263 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.logcumsumexp.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.logcumsumexp.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.Tensor.logcumsumexp
-
### [torch.Tensor.logcumsumexp](https://pytorch.org/docs/stable/generated/torch.Tensor.logcumsumexp.html?highlight=logcumsumexp#torch.Tensor.logcumsumexp)
-
```python
torch.Tensor.logcumsumexp(dim)
```
### [paddle.Tensor.logcumsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logcumsumexp_cn.html#logcumsumexp)
-
```python
paddle.Tensor.logcumsumexp(axis=None, dtype=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.logcumsumexp(axis=None, dtype=None, name=None)
两者功能一致，其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------------------------------------------------------------------------------------------------------------------- |
| dim | axis | 指明需要计算的维，仅参数名不一致。 paddle 中默认 None。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.lu_solve.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.lu_solve.md
index 474d575fb5f..01a42879dd6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.lu_solve.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.lu_solve.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.Tensor.lu_solve
-
### [torch.Tensor.lu_solve](https://pytorch.org/docs/stable/generated/torch.Tensor.lu_solve.html#torch-tensor-lu-solve)
-
```python
torch.Tensor.lu_solve(LU_data, LU_pivots)
```
### [paddle.linalg.lu_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_solve_cn.html)
-
```python
paddle.linalg.lu_solve(b, lu, pivots, trans="N", name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.lu_solve(b, lu, pivots, trans="N", name=None)
Pytorch 为 Tensor 类方法，Paddle 为普通函数，另外 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| self | b | 表示欲进行线性方程组求解的右值 Tensor ，调用 torch.Tensor 类方法的 self Tensor 传入。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.median.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.median.md
index 832ae08f337..2a99a721e35 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.median.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.median.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.Tensor.median
-
### [torch.Tensor.median](https://pytorch.org/docs/stable/generated/torch.Tensor.median.html)
-
```python
torch.Tensor.median(dim=None, keepdim=False)
```
### [paddle.Tensor.median](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#median-axis-none-keepdim-false-name-none)
-
```python
paddle.Tensor.median(axis=None, keepdim=False, mode='avg', name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.median(axis=None, keepdim=False, mode='avg', name=None)
Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -- |
| dim | axis | 指定对 x 进行计算的轴，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.nanmedian.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.nanmedian.md
index 3664a96b5b9..c95713e77bf 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.nanmedian.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.nanmedian.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.Tensor.nanmedian
-
### [torch.Tensor.nanmedian](https://pytorch.org/docs/stable/generated/torch.Tensor.nanmedian.html)
-
```python
torch.Tensor.nanmedian(dim=None, keepdim=False)
```
### [paddle.Tensor.nanmedian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#nanmedian-axis-none-keepdim-true-name-none)
-
```python
paddle.Tensor.nanmedian(axis=None, keepdim=False, mode='avg', name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.nanmedian(axis=None, keepdim=False, mode='avg', name=None)
Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -- |
| dim | axis | 指定对 x 进行计算的轴，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.pinverse.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.pinverse.md
index 97ba4cc5b2d..f369799e075 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.pinverse.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.pinverse.md
@@ -1,12 +1,11 @@
## [ paddle 参数更多 ]torch.Tensor.pinverse
-### [torch.Tensor.pinverse](https://pytorch.org/docs/stable/generated/torch.Tensor.pinverse.html#torch.Tensor.pinverse)
+### [torch.Tensor.pinverse](https://pytorch.org/docs/stable/generated/torch.Tensor.pinverse.html#torch.Tensor.pinverse)
```python
torch.Tensor.pinverse()
```
### [paddle.Tensor.pinv]()
-
```python
paddle.Tensor.pinv(rcond=1e-15,
hermitian=False,
@@ -16,7 +15,6 @@ paddle.Tensor.pinv(rcond=1e-15,
其中 Paddle 相比 PyTorch 支持更多参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | rcond | 奇异值（特征值）被截断的阈值，PyTorch 无此参数，Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.take.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.take.md
index 60ca27952de..e6021cf01ac 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.take.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.take.md
@@ -1,13 +1,10 @@
-## [ paddle 参数更多 ] torch.Tensor.take
-
+## [ paddle 参数更多 ]torch.Tensor.take
### [torch.Tensor.take](https://pytorch.org/docs/stable/generated/torch.Tensor.take.html#torch.Tensor.take)
-
```python
torch.Tensor.take(index)
```
### [paddle.Tensor.take](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#take-index-mode-raise-name-none)
-
```python
paddle.Tensor.take(index, mode='raise', name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.take(index, mode='raise', name=None)
两者功能一致，仅参数名不一致，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 |
| ------- | ------------ | ------------------------------------------------------------ |
| index | index | 表示输入 tensor 的索引，参数完全一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.to_sparse_coo.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.to_sparse_coo.md
index 739d6833be8..4389e05169f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.to_sparse_coo.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.to_sparse_coo.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.Tensor.to_sparse_coo
-
### [torch.Tensor.to_sparse_coo](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse_coo.html)
-
```python
torch.Tensor.to_sparse_coo()
```
### [paddle.Tensor.to_sparse_coo]()
-
```python
paddle.Tensor.to_sparse_coo(sparse_dim)
```
@@ -16,7 +13,6 @@ paddle.Tensor.to_sparse_coo(sparse_dim)
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------------------------------------------------- |
| - | sparse_dim | 在新的稀疏张量中包含的稀疏维度的数量，pytorch 中无此参数，paddle 令其为 tensor 输入维度即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.uniform_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.uniform_.md
index af2554d7b95..174b2d45dde 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.uniform_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.uniform_.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.Tensor.uniform_
-
### [torch.Tensor.uniform_](https://pytorch.org/docs/stable/generated/torch.Tensor.uniform_.html#torch-tensor-uniform)
-
```python
torch.Tensor.uniform_(from=0, to=1)
```
### [paddle.Tensor.uniform_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#uniform-min-1-0-max-1-0-seed-0-name-none)
-
```python
paddle.Tensor.uniform_(min=- 1.0, max=1.0, seed=0, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.uniform_(min=- 1.0, max=1.0, seed=0, name=None)
Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------ |
| from | min | 表示生成元素的起始位置，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.unique_consecutive.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.unique_consecutive.md
index a5a38f25bd0..0364444252e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.unique_consecutive.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.Tensor.unique_consecutive.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.Tensor.unique_consecutive
-
### [torch.Tensor.unique_consecutive](https://pytorch.org/docs/stable/generated/torch.Tensor.unique_consecutive.html#torch.Tensor.unique_consecutive)
-
```python
torch.Tensor.unique_consecutive(return_inverse=False, return_counts=False, dim=None)
```
### [paddle.Tensor.unique_consecutive]()
-
```python
paddle.Tensor.unique_consecutive(return_inverse=False, return_counts=False, axis=None, dtype='int64', name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.unique_consecutive(return_inverse=False, return_counts=False, axis
Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------------- | -------------- | ------------------------------------------------------------ |
| return_inverse | return_inverse | 表示输入 Tensor 的元素对应在连续不重复元素中的索引。参数完全一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.autograd.Function.backward.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.autograd.Function.backward.md
index ec74c85b8d1..e594bc2fde3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.autograd.Function.backward.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.autograd.Function.backward.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.autograd.Function.backward
-
### [torch.autograd.Function.backward](https://pytorch.org/docs/stable/generated/torch.autograd.Function.backward.html#torch.autograd.Function.backward)
-
```python
torch.autograd.Function.backward(ctx, *grad_outputs)
```
### [paddle.autograd.PyLayer.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/PyLayer_cn.html#backward-ctx-args-kwargs)
-
```python
paddle.autograd.PyLayer.backward(ctx, *args, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.autograd.PyLayer.backward(ctx, *args, **kwargs)
Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | ------------------------------------------------------------------- |
| ctx | ctx | 上下文对象。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.autograd.profiler.profile.export_chrome_trace.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.autograd.profiler.profile.export_chrome_trace.md
index d72e43c9667..91bf4495bde 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.autograd.profiler.profile.export_chrome_trace.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.autograd.profiler.profile.export_chrome_trace.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.autograd.profiler.profile.export_chrome_trace
-
### [torch.autograd.profiler.profile.export_chrome_trace](https://pytorch.org/docs/stable/generated/torch.autograd.profiler.profile.export_chrome_trace.html#torch.autograd.profiler.profile.export_chrome_trace)
-
```python
torch.autograd.profiler.profile.export_chrome_trace(path)
```
### [paddle.profiler.export_chrome_tracing](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/export_chrome_tracing_cn.html)
-
```python
paddle.profiler.export_chrome_tracing(dir_name: str, worker_name: Optional[str] = None)
```
@@ -15,7 +12,6 @@ paddle.profiler.export_chrome_tracing(dir_name: str, worker_name: Optional[str]
Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------------------- |
| path | dir_name | 性能数据导出所保存到的文件夹路径，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.bitwise_left_shift.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.bitwise_left_shift.md
index 8e7926fa3f2..9a99523945d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.bitwise_left_shift.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.bitwise_left_shift.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.bitwise_left_shift
-
### [torch.bitwise_left_shift](https://pytorch.org/docs/stable/generated/torch.bitwise_left_shift.html)
-
```python
torch.bitwise_left_shift(input, other, *, out=None)
```
### [paddle.bitwise_left_shift](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/bitwise_left_shift_cn.html#bitwise-left-shift)
-
```python
paddle.bitwise_left_shift(x, y, is_arithmetic=True, out=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.bitwise_left_shift(x, y, is_arithmetic=True, out=None, name=None)
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------- | ------------------------------------------------------------------- |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.bitwise_right_shift.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.bitwise_right_shift.md
index c301fc5a992..009e0cff744 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.bitwise_right_shift.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.bitwise_right_shift.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.bitwise_right_shift
-
### [torch.bitwise_right_shift](https://pytorch.org/docs/stable/generated/torch.bitwise_right_shift.html)
-
```python
torch.bitwise_right_shift(input, other, *, out=None)
```
### [paddle.bitwise_right_shift](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/bitwise_right_shift_cn.html#bitwise-right-shift)
-
```python
paddle.bitwise_right_shift(x, y, is_arithmetic=True, out=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.bitwise_right_shift(x, y, is_arithmetic=True, out=None, name=None)
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------- | ------------------------------------------------------------------- |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.count_nonzero.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.count_nonzero.md
index 987bd763a01..7fcce9ae307 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.count_nonzero.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.count_nonzero.md
@@ -1,12 +1,10 @@
## [ paddle 参数更多 ]torch.count_nonzero
### [torch.count_nonzero](https://pytorch.org/docs/stable/generated/torch.count_nonzero.html?highlight=count_nonzero#torch.count_nonzero)
-
```python
torch.count_nonzero(input, dim=None)
```
### [paddle.count_nonzero](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/count_nonzero_cn.html#count-nonzero)
-
```python
paddle.count_nonzero(x,
axis=None,
@@ -17,7 +15,6 @@ paddle.count_nonzero(x,
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cov.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cov.md
index 835ed0e36c2..01a6f8a7a62 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cov.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cov.md
@@ -1,6 +1,5 @@
## [ paddle 参数更多 ]torch.cov
### [torch.cov](https://pytorch.org/docs/stable/generated/torch.cov.html?highlight=cov#torch.cov)
-
```python
torch.cov(input,
correction=1,
@@ -9,7 +8,6 @@ torch.cov(input,
```
### [paddle.linalg.cov](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cov_cn.html#cov)
-
```python
paddle.linalg.cov(x,
rowvar=True,
@@ -22,7 +20,6 @@ paddle.linalg.cov(x,
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cpu.amp.autocast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cpu.amp.autocast.md
index 31f1aa9b8c1..222516f712e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cpu.amp.autocast.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cpu.amp.autocast.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.cpu.amp.autocast
-
### [torch.cpu.amp.autocast](https://pytorch.org/docs/stable/amp.html?highlight=autocast#torch.cpu.amp.autocast)
-
```python
torch.cpu.amp.autocast(enabled=True, dtype=torch.bfloat16, cache_enabled=True)
```
### [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html)
-
```python
paddle.amp.auto_cast(enable=True, custom_white_list=None, custom_black_list=None, level='O1', dtype='float16', use_promote=True)
```
@@ -15,7 +12,6 @@ paddle.amp.auto_cast(enable=True, custom_white_list=None, custom_black_list=None
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ----------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| enabled | enable | 是否开启自动混合精度。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.BoolTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.BoolTensor.md
index fbaf4e3ce96..5175562ca82 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.BoolTensor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.BoolTensor.md
@@ -1,13 +1,10 @@
-## [ paddle 参数更多 ] torch.cuda.BoolTensor
-
+## [ paddle 参数更多 ]torch.cuda.BoolTensor
### [torch.cuda.BoolTensor](https://pytorch.org/docs/stable/tensors.html)
-
```python
torch.cuda.BoolTensor(data)
```
### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
```python
paddle.to_tensor(data, dtype='bool', place='gpu', stop_gradient=True)
```
@@ -15,7 +12,6 @@ paddle.to_tensor(data, dtype='bool', place='gpu', stop_gradient=True)
Paddle 比 PyTorch 支持更多参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------------------------------------- |
| data | data | 要转换的数据。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.ByteTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.ByteTensor.md
index 914eb37cbbf..47b33e9795b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.ByteTensor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.ByteTensor.md
@@ -1,13 +1,10 @@
-## [ paddle 参数更多 ] torch.cuda.ByteTensor
-
+## [ paddle 参数更多 ]torch.cuda.ByteTensor
### [torch.cuda.ByteTensor](https://pytorch.org/docs/stable/tensors.html)
-
```python
torch.cuda.ByteTensor(data)
```
### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
```python
paddle.to_tensor(data, dtype='uint8', place='gpu', stop_gradient=True)
```
@@ -15,7 +12,6 @@ paddle.to_tensor(data, dtype='uint8', place='gpu', stop_gradient=True)
Paddle 比 PyTorch 支持更多参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------------------------------------- |
| data | data | 要转换的数据。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.DoubleTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.DoubleTensor.md
index 00a72e2893e..5f50ddb048b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.DoubleTensor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.DoubleTensor.md
@@ -1,13 +1,10 @@
-## [ paddle 参数更多 ] torch.cuda.DoubleTensor
-
+## [ paddle 参数更多 ]torch.cuda.DoubleTensor
### [torch.cuda.DoubleTensor](https://pytorch.org/docs/stable/tensors.html)
-
```python
torch.cuda.DoubleTensor(data)
```
### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
```python
paddle.to_tensor(data, dtype='float64', place='gpu')
```
@@ -15,7 +12,6 @@ paddle.to_tensor(data, dtype='float64', place='gpu')
Paddle 比 PyTorch 支持更多参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------------------------------------- |
| - | dtype | Tensor 的数据类型，PyTorch 无此参数，Paddle 需设置为 'float64'。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.FloatTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.FloatTensor.md
index af9960b9bae..54083086de2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.FloatTensor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.FloatTensor.md
@@ -1,13 +1,10 @@
-## [ paddle 参数更多 ] torch.cuda.FloatTensor
-
+## [ paddle 参数更多 ]torch.cuda.FloatTensor
### [torch.cuda.FloatTensor](https://pytorch.org/docs/stable/tensors.html)
-
```python
torch.cuda.FloatTensor(data)
```
### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
```python
paddle.to_tensor(data, dtype='float32', place='gpu', stop_gradient=True)
```
@@ -15,7 +12,6 @@ paddle.to_tensor(data, dtype='float32', place='gpu', stop_gradient=True)
Paddle 比 PyTorch 支持更多参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------------------------------------- |
| data | data | 要转换的数据。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.HalfTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.HalfTensor.md
index c47910178dd..4a45f25c77f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.HalfTensor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.HalfTensor.md
@@ -1,13 +1,10 @@
-## [ paddle 参数更多 ] torch.cuda.HalfTensor
-
+## [ paddle 参数更多 ]torch.cuda.HalfTensor
### [torch.cuda.HalfTensor](https://pytorch.org/docs/stable/tensors.html)
-
```python
torch.cuda.HalfTensor(data)
```
### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
```python
paddle.to_tensor(data, dtype='float16', place='gpu')
```
@@ -15,7 +12,6 @@ paddle.to_tensor(data, dtype='float16', place='gpu')
Paddle 比 PyTorch 支持更多参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
|---------| ------------ |--------------------------------------------------|
| - | dtype | Tensor 的数据类型，PyTorch 无此参数，Paddle 需设置为 'float16'。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.IntTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.IntTensor.md
index cdb69b55670..13bb9a656d9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.IntTensor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.IntTensor.md
@@ -1,13 +1,10 @@
-## [ paddle 参数更多 ] torch.cuda.IntTensor
-
+## [ paddle 参数更多 ]torch.cuda.IntTensor
### [torch.cuda.IntTensor](https://pytorch.org/docs/stable/tensors.html)
-
```python
torch.cuda.IntTensor(data)
```
### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
```python
paddle.to_tensor(data, dtype='int32', place='gpu', stop_gradient=True)
```
@@ -15,7 +12,6 @@ paddle.to_tensor(data, dtype='int32', place='gpu', stop_gradient=True)
Paddle 比 PyTorch 支持更多参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------------------------------------- |
| data | data | 要转换的数据。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.LongTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.LongTensor.md
index 5a8e3d1498f..db08f556cb2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.LongTensor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.LongTensor.md
@@ -1,13 +1,10 @@
-## [ paddle 参数更多 ] torch.cuda.LongTensor
-
+## [ paddle 参数更多 ]torch.cuda.LongTensor
### [torch.cuda.LongTensor](https://pytorch.org/docs/stable/tensors.html)
-
```python
torch.cuda.LongTensor(data)
```
### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
```python
paddle.to_tensor(data, dtype='int64', place='gpu', stop_gradient=True)
```
@@ -15,7 +12,6 @@ paddle.to_tensor(data, dtype='int64', place='gpu', stop_gradient=True)
Paddle 比 PyTorch 支持更多参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------------------------------------- |
| data | data | 要转换的数据。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.ShortTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.ShortTensor.md
index 022ce4bc3f7..647bd778d51 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.ShortTensor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.ShortTensor.md
@@ -1,13 +1,10 @@
-## [ paddle 参数更多 ] torch.cuda.ShortTensor
-
+## [ paddle 参数更多 ]torch.cuda.ShortTensor
### [torch.cuda.ShortTensor](https://pytorch.org/docs/stable/tensors.html)
-
```python
torch.cuda.ShortTensor(data)
```
### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
```python
paddle.to_tensor(data, dtype='int16', place='gpu')
```
@@ -15,7 +12,6 @@ paddle.to_tensor(data, dtype='int16', place='gpu')
Paddle 比 PyTorch 支持更多参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------------------------------------- |
| - | dtype | Tensor 的数据类型，PyTorch 无此参数，Paddle 需设置为 'int16'。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.amp.autocast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.amp.autocast.md
index 89ef19f9579..9596435c0c1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.amp.autocast.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.cuda.amp.autocast.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.cuda.amp.autocast
-
### [torch.cuda.amp.autocast](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.autocast)
-
```python
torch.cuda.amp.autocast(enabled=True, dtype=torch.float16, cache_enabled=True)
```
### [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html)
-
```python
paddle.amp.auto_cast(enable=True, custom_white_list=None, custom_black_list=None, level='O1', dtype='float16', use_promote=True)
```
@@ -15,7 +12,6 @@ paddle.amp.auto_cast(enable=True, custom_white_list=None, custom_black_list=None
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ----------------- | ------------------------------------------------------------ |
| enabled | enable | 是否开启自动混合精度。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.fliplr.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.fliplr.md
index 1813bdfe08f..505ae468a52 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.fliplr.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.fliplr.md
@@ -1,12 +1,11 @@
## [ paddle 参数更多 ]torch.fliplr
-### [torch.fliplr](https://pytorch.org/docs/stable/generated/torch.fliplr.html?highlight=fliplr#torch.fliplr)
+### [torch.fliplr](https://pytorch.org/docs/stable/generated/torch.fliplr.html?highlight=fliplr#torch.fliplr)
```python
torch.fliplr(input)
```
### [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip)
-
```python
paddle.flip(x,
axis,
@@ -15,7 +14,6 @@ paddle.flip(x,
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.flipud.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.flipud.md
index e59f6f47e78..3b244c40078 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.flipud.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.flipud.md
@@ -1,19 +1,16 @@
## [ paddle 参数更多 ]torch.flipud
### [torch.flipud](https://pytorch.org/docs/stable/generated/torch.flipud.html?highlight=flipud#torch.flipud)
-
```python
torch.flipud(input)
```
### [paddle.flip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/flip_cn.html#flip)
-
```python
paddle.flip(x, axis, name=None)
```
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.linalg.vander.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.linalg.vander.md
index ab9376bcf1d..4b6f437a609 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.linalg.vander.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.linalg.vander.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.linalg.vander
-
### [torch.linalg.vander](https://pytorch.org/docs/stable/generated/torch.linalg.vander.html#torch.linalg.vander)
-
```python
torch.linalg.vander(x, N=None)
```
### [paddle.vander](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vander_cn.html)
-
```python
paddle.vander(x, n=None, increasing=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.vander(x, n=None, increasing=False, name=None)
其中 Paddle 相比 PyTorch 支持更多参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------------ |
| x | x | 输入的 Tensor。 |
@@ -23,9 +19,7 @@ paddle.vander(x, n=None, increasing=False, name=None)
| - | increasing | 列的幂次顺序，PyTorch 无此参数，Paddle 设置为 True，需要转写。 |
### 转写示例
-
#### increasing：列的幂次顺序
-
```python
# PyTorch 写法
torch.linalg.vander(x)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nansum.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nansum.md
index 0a7461f66f6..786805016d6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nansum.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nansum.md
@@ -1,13 +1,10 @@
-## [ paddle 参数更多 ] torch.nansum
-
+## [ paddle 参数更多 ]torch.nansum
### [torch.nansum](https://pytorch.org/docs/stable/generated/torch.nansum.html)
-
```python
torch.nansum(input, *, dtype=None)
```
### [paddle.nansum](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nansum_cn.html)
-
```python
paddle.nansum(x, axis=None, dtype=None, keepdim=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.nansum(x, axis=None, dtype=None, keepdim=False, name=None)
Paddle 比 PyTorch 支持更多参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------- | ------------ | ----------------------------------------------------------------------------------------- |
| input | x | 输入的 Tensor，数据类型为：float16、float32、float64、int32 或 int64。仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.AdaptiveAvgPool2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.AdaptiveAvgPool2d.md
index 555ae4b5b27..53552fdcef8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.AdaptiveAvgPool2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.AdaptiveAvgPool2d.md
@@ -1,20 +1,16 @@
-## [ paddle 参数更多 ] torch.nn.AdaptiveAvgPool2d
-
+## [ paddle 参数更多 ]torch.nn.AdaptiveAvgPool2d
### [torch.nn.AdaptiveAvgPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool2d.html)
-
```python
torch.nn.AdaptiveAvgPool2d(output_size)
```
### [paddle.nn.AdaptiveAvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool2D_cn.html#adaptiveavgpool2d)
-
```python
paddle.nn.AdaptiveAvgPool2D(output_size, data_format='NCHW', name=None)
```
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| output_size | output_size | 表示输出 Tensor 的 size 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.AdaptiveAvgPool3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.AdaptiveAvgPool3d.md
index cbcadb20575..8459b547372 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.AdaptiveAvgPool3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.AdaptiveAvgPool3d.md
@@ -1,20 +1,16 @@
-## [ paddle 参数更多 ] torch.nn.AdaptiveAvgPool3d
-
+## [ paddle 参数更多 ]torch.nn.AdaptiveAvgPool3d
### [torch.nn.AdaptiveAvgPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool3d.html)
-
```python
torch.nn.AdaptiveAvgPool3d(output_size)
```
### [paddle.nn.AdaptiveAvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/AdaptiveAvgPool3D_cn.html#adaptiveavgpool3d)
-
```python
paddle.nn.AdaptiveAvgPool3D(output_size, data_format='NCDHW', name=None)
```
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| output_size | output_size | 表示输出 Tensor 的 size 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.CircularPad3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.CircularPad3d.md
index 9d74a250b16..6ba7640282b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.CircularPad3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.CircularPad3d.md
@@ -1,20 +1,16 @@
## [ paddle 参数更多 ]torch.nn.CircularPad3d
-
### [torch.nn.CircularPad3d](https://pytorch.org/docs/stable/generated/torch.nn.CircularPad3d.html#circularpad3d)
-
```python
torch.nn.CircularPad3d(padding)
```
### [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad3D_cn.html#pad3d)
-
```python
paddle.nn.Pad3D(padding, mode='constant', value=0.0, data_format='NCDHW', name=None)
```
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ---------------------------------------------------------------------------- |
| padding | padding | 填充大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ConstantPad1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ConstantPad1d.md
index 00da0cdf0f3..1dd5258dc33 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ConstantPad1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ConstantPad1d.md
@@ -1,13 +1,11 @@
## [ paddle 参数更多 ]torch.nn.ConstantPad1d
### [torch.nn.ConstantPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad1d.html?highlight=constantpad1d#torch.nn.ConstantPad1d)
-
```python
torch.nn.ConstantPad1d(padding,
value)
```
### [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Pad1D_cn.html#pad1d)
-
```python
paddle.nn.Pad1D(padding,
mode='constant',
@@ -16,24 +14,11 @@ paddle.nn.Pad1D(padding,
name=None)
```
-其中 Paddle 和 PyTorch 的 padding 参数所支持的类型不一致，具体如下：
+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 |
| ------------- | ------------ | ------------------------------------------------------ |
-| padding | padding | 填充大小，PyTorch 和 Paddle 的 padding 参数的类型分别为 (int/tuple) 和 (int/Tensor/list)。 |
+| padding | padding | 填充大小 |
| value | value | 以 'constant' 模式填充区域时填充的值。默认值为 0.0 。 |
| - | mode | padding 的四种模式，PyTorch 无此参数，Paddle 保持默认即可。 |
| - | data_format | 输入和输出的数据格式，PyTorch 无此参数，Paddle 保持默认即可。 |
-
-### 转写示例
-#### padding：填充大小
-```python
-# PyTorch 写法
-m = nn.ConstantPad1d((3, 1), 3.5)
-m(input)
-
-# Paddle 写法
-m = nn.Pad1D([3, 1], value=3.5)
-m(input)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ConstantPad2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ConstantPad2d.md
index 8371c066f18..69f38bb92e0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ConstantPad2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ConstantPad2d.md
@@ -14,24 +14,11 @@ paddle.nn.Pad2D(padding,
name=None)
```
-其中 Paddle 和 PyTorch 的 padding 参数所支持的类型不一致，具体如下：
+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 |
| ------------- | ------------ | ------------------------------------------------------ |
-| padding | padding | 填充大小，PyTorch 和 Paddle 的 padding 参数的类型分别为 (int/tuple) 和 (int/Tensor/list)。 |
+| padding | padding | 填充大小|
| value | value | 以 'constant' 模式填充区域时填充的值。默认值为 0.0 。 |
| - | mode | padding 的四种模式，PyTorch 无此参数，Paddle 保持默认即可。 |
| - | data_format | 输入和输出的数据格式，PyTorch 无此参数，Paddle 保持默认即可。 |
-
-### 转写示例
-#### padding：填充大小
-```python
-# PyTorch 写法
-m = nn.ConstantPad2d((3, 1), 3.5)
-m(input)
-
-# Paddle 写法
-m = nn.Pad2D([3, 1], value=3.5)
-m(input)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ConstantPad3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ConstantPad3d.md
index 54d4577441f..427814105ab 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ConstantPad3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ConstantPad3d.md
@@ -14,24 +14,11 @@ paddle.nn.Pad3D(padding,
name=None)
```
-其中 Paddle 和 PyTorch 的 padding 参数所支持的类型不一致，具体如下：
+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 |
| ------------- | ------------ | ------------------------------------------------------ |
-| padding | padding | 填充大小，PyTorch 和 Paddle 的 padding 参数的类型分别为 (int/tuple) 和 (int/Tensor/list)。 |
+| padding | padding | 填充大小|
| value | value | 以 'constant' 模式填充区域时填充的值。默认值为 0.0 。 |
| - | mode | padding 的四种模式，PyTorch 无此参数，Paddle 保持默认即可。 |
| - | data_format | 输入和输出的数据格式，PyTorch 无此参数，Paddle 保持默认即可。 |
-
-### 转写示例
-#### padding：填充大小
-```python
-# PyTorch 写法
-m = nn.ConstantPad3d((3, 1), 3.5)
-m(input)
-
-# Paddle 写法
-m = nn.Pad3D([3, 1], value=3.5)
-m(input)
-```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LPPool1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LPPool1d.md
index b711db7f6a6..a06a1ef89a3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LPPool1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LPPool1d.md
@@ -1,7 +1,5 @@
## [ paddle 参数更多 ]torch.nn.LPPool1d
-
### [torch.nn.LPPool1d](https://pytorch.org/docs/stable/generated/torch.nn.LPPool1d.html#lppool1d)
-
```python
torch.nn.LPPool1d(norm_type, kernel_size, stride=None, ceil_mode=False)
```
@@ -14,7 +12,6 @@ paddle.nn.LPPool1D(norm_type, kernel_size, stride=None, padding=0, ceil_mode=Fal
其中 Paddle 参数更多，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| norm_type | norm_type | 幂平均池化的指数，不可以为 0 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LPPool2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LPPool2d.md
index dcd3ff7c47a..cc8beebd239 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LPPool2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LPPool2d.md
@@ -1,7 +1,5 @@
## [ paddle 参数更多 ]torch.nn.LPPool2d
-
### [torch.nn.LPPool2d](https://pytorch.org/docs/stable/generated/torch.nn.LPPool2d.html#lppool2d)
-
```python
torch.nn.LPPool2d(norm_type, kernel_size, stride=None, ceil_mode=False)
```
@@ -14,7 +12,6 @@ paddle.nn.LPPool2D(norm_type, kernel_size, stride=None, padding=0, ceil_mode=Fal
其中 Paddle 参数更多，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| norm_type | norm_type | 幂平均池化的指数，不可以为 0 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyBatchNorm1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyBatchNorm1d.md
index 1aecc96b37b..fd17869e25d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyBatchNorm1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyBatchNorm1d.md
@@ -1,12 +1,10 @@
## [ paddle 参数更多 ]torch.nn.LazyBatchNorm1d
### [torch.nn.LazyBatchNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm1d.html)
-
```python
torch.nn.LazyBatchNorm1d(eps=1e-05, momentum=0.1, affine=True, track_running_stats=True, device=None, dtype=None)
```
### [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm1D_cn.html#batchnorm1d)
-
```python
paddle.nn.BatchNorm1D(num_features,
momentum=0.9,
@@ -20,7 +18,6 @@ paddle.nn.BatchNorm1D(num_features,
其中，Paddle 不支持 `num_features` 参数的延迟初始化，部分参数名不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | num_features | 表示输入 Tensor 通道数，PyTorch 无此参数，Paddle 需要根据实际输入 Tensor 的通道数进行设置。 |
@@ -35,9 +32,7 @@ paddle.nn.BatchNorm1D(num_features,
| dtype | - | 指定权重参数属性的对象，一般对网络训练结果影响不大，可直接删除。 |
### 转写示例
-
-#### num_features: 输入通道数
-在 PyTorch 中，使用 `LazyBatchNorm1d` 时可以不指定 `num_features`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `BatchNorm1D` 时必须明确指定 `num_features` 参数，其值应与输入 Tensor 的通道数保持一致。
+#### num_features: 输入通道数在 PyTorch 中，使用 `LazyBatchNorm1d` 时可以不指定 `num_features`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `BatchNorm1D` 时必须明确指定 `num_features` 参数，其值应与输入 Tensor 的通道数保持一致。
```python
# PyTorch 写法
bn = torch.nn.LazyBatchNorm1d()
@@ -79,7 +74,6 @@ m = paddle.nn.BatchNorm1D(num_features=24, momentum=0.8) # num_features 需要
```
#### track_running_stats：指示是否使用全局均值和方差
-
```python
track_running_stats=None 时:
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyBatchNorm2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyBatchNorm2d.md
index ae7f61ef18e..bd103c28164 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyBatchNorm2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyBatchNorm2d.md
@@ -1,12 +1,11 @@
## [ paddle 参数更多 ]torch.nn.LazyBatchNorm2d
-### [torch.nn.LazyBatchNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm2d.html)
+### [torch.nn.LazyBatchNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm2d.html)
```python
torch.nn.LazyBatchNorm2d(eps=1e-05, momentum=0.1, affine=True, track_running_stats=True, device=None, dtype=None)
```
### [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm2D_cn.html#batchnorm2d)
-
```python
paddle.nn.BatchNorm2D(num_features,
momentum=0.9,
@@ -20,7 +19,6 @@ paddle.nn.BatchNorm2D(num_features,
其中，Paddle 不支持 `num_features` 参数的延迟初始化，部分参数名不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | num_features | 表示输入 Tensor 通道数，PyTorch 无此参数，Paddle 需要根据实际输入 Tensor 的通道数进行设置。 |
@@ -35,9 +33,7 @@ paddle.nn.BatchNorm2D(num_features,
| dtype | - | 指定权重参数属性的对象，一般对网络训练结果影响不大，可直接删除。 |
### 转写示例
-
-#### num_features: 输入通道数
-在 PyTorch 中，使用 `LazyBatchNorm2d` 时可以不指定 `num_features`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `BatchNorm2D` 时必须明确指定 `num_features` 参数，其值应与输入 Tensor 的通道数保持一致。
+#### num_features: 输入通道数在 PyTorch 中，使用 `LazyBatchNorm2d` 时可以不指定 `num_features`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `BatchNorm2D` 时必须明确指定 `num_features` 参数，其值应与输入 Tensor 的通道数保持一致。
```python
# PyTorch 写法
bn = torch.nn.LazyBatchNorm2d()
@@ -79,7 +75,6 @@ m = paddle.nn.BatchNorm2D(num_features=24, momentum=0.8) # num_features 需要
```
#### track_running_stats：指示是否使用全局均值和方差
-
```python
track_running_stats=None 时:
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyBatchNorm3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyBatchNorm3d.md
index 7655fd1929b..1639f5519b1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyBatchNorm3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyBatchNorm3d.md
@@ -1,12 +1,10 @@
## [ paddle 参数更多 ]torch.nn.LazyBatchNorm3d
### [torch.nn.LazyBatchNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyBatchNorm3d.html)
-
```python
torch.nn.LazyBatchNorm3d(eps=1e-05, momentum=0.1, affine=True, track_running_stats=True, device=None, dtype=None)
```
### [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BatchNorm3D_cn.html#batchnorm3d)
-
```python
paddle.nn.BatchNorm3D(num_features,
momentum=0.9,
@@ -20,7 +18,6 @@ paddle.nn.BatchNorm3D(num_features,
其中，Paddle 不支持 `num_features` 参数的延迟初始化，部分参数名不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | num_features | 表示输入 Tensor 通道数，PyTorch 无此参数，Paddle 需要根据实际输入 Tensor 的通道数进行设置。 |
@@ -35,9 +32,7 @@ paddle.nn.BatchNorm3D(num_features,
| dtype | - | 指定权重参数属性的对象，一般对网络训练结果影响不大，可直接删除。 |
### 转写示例
-
-#### num_features: 输入通道数
-在 PyTorch 中，使用 `LazyBatchNorm3d` 时可以不指定 `num_features`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `BatchNorm3D` 时必须明确指定 `num_features` 参数，其值应与输入 Tensor 的通道数保持一致。
+#### num_features: 输入通道数在 PyTorch 中，使用 `LazyBatchNorm3d` 时可以不指定 `num_features`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `BatchNorm3D` 时必须明确指定 `num_features` 参数，其值应与输入 Tensor 的通道数保持一致。
```python
# PyTorch 写法
bn = torch.nn.LazyBatchNorm3d()
@@ -79,7 +74,6 @@ m = paddle.nn.BatchNorm3D(num_features=24, momentum=0.8) # num_features 需要
```
#### track_running_stats：指示是否使用全局均值和方差
-
```python
track_running_stats=None 时:
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConv1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConv1d.md
index 2d9fa20e89e..e7cba938b9a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConv1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConv1d.md
@@ -1,12 +1,10 @@
## [ paddle 参数更多 ]torch.nn.LazyConv1d
### [torch.nn.LazyConv1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv1d.html)
-
```python
torch.nn.LazyConv1d(out_channels, kernel_size, stride=1, padding=0, dilation=1, groups=1, bias=True, padding_mode='zeros', device=None, dtype=None)
```
### [paddle.nn.Conv1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv1D_cn.html#conv1d)
-
```python
paddle.nn.Conv1D(in_channels,
out_channels,
@@ -23,7 +21,6 @@ paddle.nn.Conv1D(in_channels,
其中，Paddle 不支持 `in_channels` 参数的延迟初始化，PyTorch 的 `bias` 与 Paddle 的 `bias_attr` 用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | in_channels | 表示输入 Tensor 通道数，PyTorch 无此参数，Paddle 需要根据实际输入 Tensor 的通道数进行设置。 |
@@ -43,8 +40,7 @@ paddle.nn.Conv1D(in_channels,
### 转写示例
-#### in_channels: 输入通道数
-在 PyTorch 中，使用 `LazyConv1d` 时可以不指定 `in_channels`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `Conv1D` 时必须明确指定 `in_channels` 参数，其值应与输入 Tensor 的通道数保持一致。
+#### in_channels: 输入通道数在 PyTorch 中，使用 `LazyConv1d` 时可以不指定 `in_channels`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `Conv1D` 时必须明确指定 `in_channels` 参数，其值应与输入 Tensor 的通道数保持一致。
```python
# PyTorch 写法
conv = torch.nn.LazyConv1d(out_channels=16, kernel_size=3)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConv2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConv2d.md
index d8632205625..572bf0192b5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConv2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConv2d.md
@@ -1,12 +1,10 @@
## [ paddle 参数更多 ]torch.nn.LazyConv2d
### [torch.nn.LazyConv2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv2d.html)
-
```python
torch.nn.LazyConv2d(out_channels, kernel_size, stride=1, padding=0, dilation=1, groups=1, bias=True, padding_mode='zeros', device=None, dtype=None)
```
### [paddle.nn.Conv2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv2D_cn.html#conv2d)
-
```python
paddle.nn.Conv2D(in_channels,
out_channels,
@@ -23,7 +21,6 @@ paddle.nn.Conv2D(in_channels,
其中，Paddle 不支持 `in_channels` 参数的延迟初始化，PyTorch 的 `bias` 与 Paddle 的 `bias_attr` 用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | in_channels | 表示输入 Tensor 通道数，PyTorch 无此参数，Paddle 需要根据实际输入 Tensor 的通道数进行设置。 |
@@ -43,9 +40,7 @@ paddle.nn.Conv2D(in_channels,
### 转写示例
-
-#### in_channels: 输入通道数
-在 PyTorch 中，使用 `LazyConv2d` 时可以不指定 `in_channels`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `Conv2D` 时必须明确指定 `in_channels` 参数，其值应与输入 Tensor 的通道数保持一致。
+#### in_channels: 输入通道数在 PyTorch 中，使用 `LazyConv2d` 时可以不指定 `in_channels`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `Conv2D` 时必须明确指定 `in_channels` 参数，其值应与输入 Tensor 的通道数保持一致。
```python
# PyTorch 写法
conv = torch.nn.LazyConv2d(out_channels=16, kernel_size=3)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConv3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConv3d.md
index f7bed9b811e..aed5aee0d74 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConv3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConv3d.md
@@ -1,12 +1,10 @@
## [ paddle 参数更多 ]torch.nn.LazyConv3d
### [torch.nn.LazyConv3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConv3d.html)
-
```python
torch.nn.LazyConv3d(out_channels, kernel_size, stride=1, padding=0, dilation=1, groups=1, bias=True, padding_mode='zeros', device=None, dtype=None)
```
### [paddle.nn.Conv3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Conv3D_cn.html#conv3d)
-
```python
paddle.nn.Conv3D(in_channels,
out_channels,
@@ -23,7 +21,6 @@ paddle.nn.Conv3D(in_channels,
其中，Paddle 不支持 `in_channels` 参数的延迟初始化，PyTorch 的 `bias` 与 Paddle 的 `bias_attr` 用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | in_channels | 表示输入 Tensor 通道数，PyTorch 无此参数，Paddle 需要根据实际输入 Tensor 的通道数进行设置。 |
@@ -43,9 +40,7 @@ paddle.nn.Conv3D(in_channels,
### 转写示例
-
-#### in_channels: 输入通道数
-在 PyTorch 中，使用 `LazyConv2d` 时可以不指定 `in_channels`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `Conv2D` 时必须明确指定 `in_channels` 参数，其值应与输入 Tensor 的通道数保持一致。
+#### in_channels: 输入通道数在 PyTorch 中，使用 `LazyConv2d` 时可以不指定 `in_channels`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `Conv2D` 时必须明确指定 `in_channels` 参数，其值应与输入 Tensor 的通道数保持一致。
```python
# PyTorch 写法
conv = torch.nn.LazyConv3d(out_channels=16, kernel_size=3)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConvTranspose1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConvTranspose1d.md
index 7c7e7b83685..d16bf04585a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConvTranspose1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConvTranspose1d.md
@@ -1,6 +1,5 @@
## [ paddle 参数更多 ]torch.nn.LazyConvTranspose1d
### [torch.nn.LazyConvTranspose1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose1d.html)
-
```python
torch.nn.LazyConvTranspose1d(out_channels, kernel_size, stride=1, padding=0, output_padding=0, groups=1, bias=True, dilation=1, padding_mode='zeros', device=None, dtype=None)
```
@@ -22,7 +21,6 @@ paddle.nn.Conv1DTranspose(in_channels,
其中，Paddle 不支持 `in_channels` 参数的延迟初始化，PyTorch 的 `bias` 与 Paddle 的 `bias_attr` 用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | in_channels | 表示输入 Tensor 通道数，PyTorch 无此参数，Paddle 需要根据实际输入 Tensor 的通道数进行设置。 |
@@ -42,9 +40,7 @@ paddle.nn.Conv1DTranspose(in_channels,
| - | data_format | 输入和输出的数据格式，PyTorch 无此参数，Paddle 保持默认即可。 |
### 转写示例
-
-#### in_channels: 输入通道数
-在 PyTorch 中，使用 `LazyConvTranspose1d` 时可以不指定 `in_channels`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `Conv1DTranspose` 时必须明确指定 `in_channels` 参数，其值应与输入 Tensor 的通道数保持一致。
+#### in_channels: 输入通道数在 PyTorch 中，使用 `LazyConvTranspose1d` 时可以不指定 `in_channels`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `Conv1DTranspose` 时必须明确指定 `in_channels` 参数，其值应与输入 Tensor 的通道数保持一致。
```python
# PyTorch 写法
conv = torch.nn.LazyConvTranspose1d(out_channels=16, kernel_size=3)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConvTranspose2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConvTranspose2d.md
index dd847da9569..ebac64a2fc4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConvTranspose2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConvTranspose2d.md
@@ -1,6 +1,5 @@
## [ paddle 参数更多 ]torch.nn.LazyConvTranspose2d
### [torch.nn.LazyConvTranspose2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose2d.html)
-
```python
torch.nn.LazyConvTranspose2d(out_channels, kernel_size, stride=1, padding=0, output_padding=0, groups=1, bias=True, dilation=1, padding_mode='zeros', device=None, dtype=None)
```
@@ -22,7 +21,6 @@ paddle.nn.Conv2DTranspose(in_channels,
其中，Paddle 不支持 `in_channels` 参数的延迟初始化，PyTorch 的 `bias` 与 Paddle 的 `bias_attr` 用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | in_channels | 表示输入 Tensor 通道数，PyTorch 无此参数，Paddle 需要根据实际输入 Tensor 的通道数进行设置。 |
@@ -42,9 +40,7 @@ paddle.nn.Conv2DTranspose(in_channels,
| - | data_format | 输入和输出的数据格式，PyTorch 无此参数，Paddle 保持默认即可。 |
### 转写示例
-
-#### in_channels: 输入通道数
-在 PyTorch 中，使用 `LazyConvTranspose2d` 时可以不指定 `in_channels`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `Conv2DTranspose` 时必须明确指定 `in_channels` 参数，其值应与输入 Tensor 的通道数保持一致。
+#### in_channels: 输入通道数在 PyTorch 中，使用 `LazyConvTranspose2d` 时可以不指定 `in_channels`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `Conv2DTranspose` 时必须明确指定 `in_channels` 参数，其值应与输入 Tensor 的通道数保持一致。
```python
# PyTorch 写法
conv = torch.nn.LazyConvTranspose2d(out_channels=16, kernel_size=(3, 3))
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConvTranspose3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConvTranspose3d.md
index 2c76e827b40..f673863a32f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConvTranspose3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyConvTranspose3d.md
@@ -1,6 +1,5 @@
## [ paddle 参数更多 ]torch.nn.LazyConvTranspose3d
### [torch.nn.LazyConvTranspose3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyConvTranspose3d.html)
-
```python
torch.nn.LazyConvTranspose3d(out_channels, kernel_size, stride=1, padding=0, output_padding=0, groups=1, bias=True, dilation=1, padding_mode='zeros', device=None, dtype=None)
```
@@ -23,7 +22,6 @@ paddle.nn.Conv3DTranspose(in_channels,
其中，Paddle 不支持 `in_channels` 参数的延迟初始化，PyTorch 的 `bias` 与 Paddle 的 `bias_attr` 用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | in_channels | 表示输入 Tensor 通道数，PyTorch 无此参数，Paddle 需要根据实际输入 Tensor 的通道数进行设置。 |
@@ -43,9 +41,7 @@ paddle.nn.Conv3DTranspose(in_channels,
| - | data_format | 输入和输出的数据格式，PyTorch 无此参数，Paddle 保持默认即可。 |
### 转写示例
-
-#### in_channels: 输入通道数
-在 PyTorch 中，使用 `LazyConvTranspose3d` 时可以不指定 `in_channels`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `Conv3DTranspose` 时必须明确指定 `in_channels` 参数，其值应与输入 Tensor 的通道数保持一致。
+#### in_channels: 输入通道数在 PyTorch 中，使用 `LazyConvTranspose3d` 时可以不指定 `in_channels`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `Conv3DTranspose` 时必须明确指定 `in_channels` 参数，其值应与输入 Tensor 的通道数保持一致。
```python
# PyTorch 写法
conv = torch.nn.LazyConvTranspose3d(out_channels=16, kernel_size=(3, 3, 3))
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyInstanceNorm1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyInstanceNorm1d.md
index 955ee8d731b..6446d21f7c8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyInstanceNorm1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyInstanceNorm1d.md
@@ -1,6 +1,5 @@
## [ paddle 参数更多 ]torch.nn.LazyInstanceNorm1d
### [torch.nn.LazyInstanceNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm1d.html)
-
```python
torch.nn.LazyInstanceNorm1d(eps=1e-05, momentum=0.1, affine=True, track_running_stats=True, device=None, dtype=None)
```
@@ -12,7 +11,6 @@ paddle.nn.InstanceNorm1D(num_features, epsilon=1e-05, momentum=0.9, weight_attr=
其中，Paddle 不支持 `num_features` 参数的延迟初始化，部分参数名不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | num_features | 表示输入 Tensor 通道数，PyTorch 无此参数，Paddle 需要根据实际输入 Tensor 的通道数进行设置。 |
@@ -26,9 +24,7 @@ paddle.nn.InstanceNorm1D(num_features, epsilon=1e-05, momentum=0.9, weight_attr=
| - | data_format | 指定输入数据格式。 PyTorch 无此参数。 |
### 转写示例
-
-#### num_features: 输入通道数
-在 PyTorch 中，使用 `LazyInstanceNorm1d` 时可以不指定 `num_features`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `InstanceNorm1D` 时必须明确指定 `num_features` 参数，其值应与输入 Tensor 的通道数保持一致。
+#### num_features: 输入通道数在 PyTorch 中，使用 `LazyInstanceNorm1d` 时可以不指定 `num_features`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `InstanceNorm1D` 时必须明确指定 `num_features` 参数，其值应与输入 Tensor 的通道数保持一致。
```python
# PyTorch 写法
bn = torch.nn.LazyInstanceNorm1d()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyInstanceNorm2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyInstanceNorm2d.md
index c4fd8805f3a..67bdd0d9296 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyInstanceNorm2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyInstanceNorm2d.md
@@ -1,19 +1,16 @@
## [ paddle 参数更多 ]torch.nn.LazyInstanceNorm2d
### [torch.nn.LazyInstanceNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm2d.html)
-
```python
torch.nn.LazyInstanceNorm2d(eps=1e-05, momentum=0.1, affine=True, track_running_stats=True, device=None, dtype=None)
```
### [paddle.nn.InstanceNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm2D_cn.html)
-
```python
paddle.nn.InstanceNorm2D(num_features, epsilon=1e-05, momentum=0.9, weight_attr=None, bias_attr=None, data_format="NCL", name=None)
```
其中，Paddle 不支持 `num_features` 参数的延迟初始化，部分参数名不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | num_features | 表示输入 Tensor 通道数，PyTorch 无此参数，Paddle 需要根据实际输入 Tensor 的通道数进行设置。 |
@@ -27,9 +24,7 @@ paddle.nn.InstanceNorm2D(num_features, epsilon=1e-05, momentum=0.9, weight_attr=
| - | data_format | 指定输入数据格式。 PyTorch 无此参数。 |
### 转写示例
-
-#### num_features: 输入通道数
-在 PyTorch 中，使用 `LazyInstanceNorm2d` 时可以不指定 `num_features`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `InstanceNorm2D` 时必须明确指定 `num_features` 参数，其值应与输入 Tensor 的通道数保持一致。
+#### num_features: 输入通道数在 PyTorch 中，使用 `LazyInstanceNorm2d` 时可以不指定 `num_features`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `InstanceNorm2D` 时必须明确指定 `num_features` 参数，其值应与输入 Tensor 的通道数保持一致。
```python
# PyTorch 写法
bn = torch.nn.LazyInstanceNorm2d()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyInstanceNorm3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyInstanceNorm3d.md
index cbea4e6f9b5..0bc2f32e728 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyInstanceNorm3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyInstanceNorm3d.md
@@ -1,19 +1,16 @@
## [ paddle 参数更多 ]torch.nn.LazyInstanceNorm3d
### [torch.nn.LazyInstanceNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.LazyInstanceNorm3d.html)
-
```python
torch.nn.LazyInstanceNorm3d(eps=1e-05, momentum=0.1, affine=True, track_running_stats=True, device=None, dtype=None)
```
### [paddle.nn.InstanceNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm3D_cn.html)
-
```python
paddle.nn.InstanceNorm3D(num_features, epsilon=1e-05, momentum=0.9, weight_attr=None, bias_attr=None, data_format="NCDHW", name=None)
```
其中，Paddle 不支持 `num_features` 参数的延迟初始化，部分参数名不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | num_features | 表示输入 Tensor 通道数，PyTorch 无此参数，Paddle 需要根据实际输入 Tensor 的通道数进行设置。 |
@@ -28,9 +25,7 @@ paddle.nn.InstanceNorm3D(num_features, epsilon=1e-05, momentum=0.9, weight_attr=
| - | data_format | 指定输入数据格式，PyTorch 无此参数，Paddle 保持默认即可。 |
### 转写示例
-
-#### num_features: 输入通道数
-在 PyTorch 中，使用 `LazyInstanceNorm3d` 时可以不指定 `num_features`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `InstanceNorm3D` 时必须明确指定 `num_features` 参数，其值应与输入 Tensor 的通道数保持一致。
+#### num_features: 输入通道数在 PyTorch 中，使用 `LazyInstanceNorm3d` 时可以不指定 `num_features`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `InstanceNorm3D` 时必须明确指定 `num_features` 参数，其值应与输入 Tensor 的通道数保持一致。
```python
# PyTorch 写法
bn = torch.nn.LazyInstanceNorm3d()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyLinear.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyLinear.md
index a6312652c2c..6d69d02a795 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyLinear.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.LazyLinear.md
@@ -1,12 +1,10 @@
## [ paddle 参数更多 ]torch.nn.LazyLinear
### [torch.nn.LazyLinear](https://pytorch.org/docs/stable/generated/torch.nn.LazyLinear.html)
-
```python
torch.nn.LazyLinear(out_features, bias=True, device=None, dtype=None)
```
### [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Linear_cn.html#linear)
-
```python
paddle.nn.Linear(in_features,
out_features,
@@ -17,7 +15,6 @@ paddle.nn.Linear(in_features,
其中，Paddle 不支持 `in_features` 参数的延迟初始化，PyTorch 的 `bias` 与 Paddle 的 `bias_attr` 用法不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | in_features | 表示线性变换层输入单元的数目，PyTorch 无此参数，Paddle 需要根据实际输入 Tensor 的单元的数目进行设置。 |
@@ -29,9 +26,7 @@ paddle.nn.Linear(in_features,
| - | bias_attr | 指定偏置参数的属性, 当`bias_attr`设置为 bool 类型时与 PyTorch 的作用一致。 |
### 转写示例
-
-#### in_channels: 输入通道数
-在 PyTorch 中，使用 `LazyConvTranspose3d` 时可以不指定 `in_channels`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `Conv3DTranspose` 时必须明确指定 `in_channels` 参数，其值应与输入 Tensor 的通道数保持一致。
+#### in_channels: 输入通道数在 PyTorch 中，使用 `LazyConvTranspose3d` 时可以不指定 `in_channels`，它会在第一次前向传播时根据输入 Tensor 的形状自动确定；而在 Paddle 中，创建 `Conv3DTranspose` 时必须明确指定 `in_channels` 参数，其值应与输入 Tensor 的通道数保持一致。
```python
# PyTorch 写法
linear = torch.nn.LazyLinear(out_features=10)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.MaxUnpool1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.MaxUnpool1d.md
index d6c18761c72..a0382c316b3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.MaxUnpool1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.MaxUnpool1d.md
@@ -1,6 +1,5 @@
## [ paddle 参数更多 ]torch.nn.MaxUnpool1d
### [torch.nn.MaxUnpool1d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool1d.html?highlight=maxunpool1d#torch.nn.MaxUnpool1d)
-
```python
torch.nn.MaxUnpool1d(kernel_size,
stride=None,
@@ -8,7 +7,6 @@ torch.nn.MaxUnpool1d(kernel_size,
```
### [paddle.nn.MaxUnPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool1D_cn.html)
-
```python
paddle.nn.MaxUnPool1D(kernel_size,
stride=None,
@@ -20,7 +18,6 @@ paddle.nn.MaxUnPool1D(kernel_size,
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 |
| ------------- | ------------ | ------------------------------------------------------ |
| kernel_size | kernel_size | 表示反池化核大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.MaxUnpool2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.MaxUnpool2d.md
index b14a51d46d5..a758f4797f6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.MaxUnpool2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.MaxUnpool2d.md
@@ -1,6 +1,5 @@
## [ paddle 参数更多 ]torch.nn.MaxUnpool2d
### [torch.nn.MaxUnpool2d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool2d.html?highlight=maxunpool2d#torch.nn.MaxUnpool2d)
-
```python
torch.nn.MaxUnpool2d(kernel_size,
stride=None,
@@ -8,7 +7,6 @@ torch.nn.MaxUnpool2d(kernel_size,
```
### [paddle.nn.MaxUnPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool2D_cn.html)
-
```python
paddle.nn.MaxUnPool2D(kernel_size,
stride=None,
@@ -20,7 +18,6 @@ paddle.nn.MaxUnPool2D(kernel_size,
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 |
| ------------- | ------------ | ------------------------------------------------------ |
| kernel_size | kernel_size | 表示反池化核大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.MaxUnpool3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.MaxUnpool3d.md
index 70221412403..4d2523177be 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.MaxUnpool3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.MaxUnpool3d.md
@@ -1,6 +1,5 @@
## [ paddle 参数更多 ]torch.nn.MaxUnpool3d
### [torch.nn.MaxUnpool3d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool3d.html?highlight=maxunpool3d#torch.nn.MaxUnpool3d)
-
```python
torch.nn.MaxUnpool3d(kernel_size,
stride=None,
@@ -8,7 +7,6 @@ torch.nn.MaxUnpool3d(kernel_size,
```
### [paddle.nn.MaxUnPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxUnPool3D_cn.html)
-
```python
paddle.nn.MaxUnPool3D(kernel_size,
stride=None,
@@ -20,7 +18,6 @@ paddle.nn.MaxUnPool3D(kernel_size,
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 |
| ------------- | ------------ | ------------------------------------------------------ |
| kernel_size | kernel_size | 表示反池化核大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.bfloat16.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.bfloat16.md
index b344b5970a7..6394f332354 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.bfloat16.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.bfloat16.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.nn.Module.bfloat16
-
### [torch.nn.Module.bfloat16](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.bfloat16)
-
```python
torch.nn.Module.bfloat16()
```
### [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none)
-
```python
paddle.nn.Layer.to(dtype=paddle.bfloat16)
```
@@ -15,15 +12,12 @@ paddle.nn.Layer.to(dtype=paddle.bfloat16)
Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------------- |
| - | dtype | 转换的数据类型，Paddle 为 paddle.bfloat16，需要转写。 |
### 转写示例
-
#### dtype 参数：转换的数据类型
-
```python
# PyTorch 写法:
module = torch.nn.Module()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.cpu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.cpu.md
index e62f7706051..cab48587a88 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.cpu.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.cpu.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.nn.Module.cpu
-
### [torch.nn.Module.cpu](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.cpu)
-
```python
torch.nn.Module.cpu()
```
### [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none)
-
```python
paddle.nn.Layer.to(device=None, dtype=None, blocking=None)
```
@@ -15,7 +12,6 @@ paddle.nn.Layer.to(device=None, dtype=None, blocking=None)
Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------- |
| - | device | 移动到的设备，PyTorch 无此参数，Paddle 设置为 "cpu"。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.cuda.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.cuda.md
index df39239ae0b..16c859b4502 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.cuda.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.cuda.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.nn.Module.cuda
-
### [torch.nn.Module.cuda](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.cuda)
-
```python
torch.nn.Module.cuda(device=None)
```
### [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none)
-
```python
paddle.nn.Layer.to(device="gpu")
```
@@ -15,15 +12,12 @@ paddle.nn.Layer.to(device="gpu")
Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------------------------------- |
| device | device | PyTorch 为设备编号，Paddle 为 gpu:设备编号，需要转写。 |
### 转写示例
-
#### device 参数：设备
-
```python
# PyTorch 写法:
module = torch.nn.Module()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.double.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.double.md
index 39916d8c389..e8530233b2a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.double.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.double.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.nn.Module.double
-
### [torch.nn.Module.double](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.double)
-
```python
torch.nn.Module.double()
```
### [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none)
-
```python
paddle.nn.Layer.to(dtype="float64")
```
@@ -15,15 +12,12 @@ paddle.nn.Layer.to(dtype="float64")
Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------- |
| - | dtype | 转换的数据类型，Paddle 为 float64，需要转写。 |
### 转写示例
-
#### dtype 参数：转换的数据类型
-
```python
# PyTorch 写法:
module = torch.nn.Module()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.float.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.float.md
index 0a8f6554c96..090f8a933b9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.float.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.float.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.nn.Module.float
-
### [torch.nn.Module.float](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.float)
-
```python
torch.nn.Module.float()
```
### [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none)
-
```python
paddle.nn.Layer.to(dtype="float32")
```
@@ -15,15 +12,12 @@ paddle.nn.Layer.to(dtype="float32")
Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------- |
| - | dtype | 转换的数据类型，Paddle 为 float32，需要转写。 |
### 转写示例
-
#### dtype 参数：转换的数据类型
-
```python
# PyTorch 写法:
module = torch.nn.Module()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.half.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.half.md
index efc539445b7..61b9d25d9c3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.half.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.half.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.nn.Module.half
-
### [torch.nn.Module.half](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.half)
-
```python
torch.nn.Module.half()
```
### [paddle.nn.Layer.to](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#to-device-none-dtype-none-blocking-none)
-
```python
paddle.nn.Layer.to(dtype="float16")
```
@@ -15,15 +12,12 @@ paddle.nn.Layer.to(dtype="float16")
Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------- |
| - | dtype | 转换的数据类型，Paddle 为 float16，需要转写。 |
### 转写示例
-
#### dtype 参数：转换的数据类型
-
```python
# PyTorch 写法:
module = torch.nn.Module()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.md
index 1f29ab98a0d..cc98f820531 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.md
@@ -1,13 +1,11 @@
-## [ paddle 参数更多 ] torch.nn.Module
+## [ paddle 参数更多 ]torch.nn.Module
### [torch.nn.Module](https://pytorch.org/docs/stable/generated/torch.nn.Module.html?highlight=torch+nn+module#torch.nn.Module)
-
```python
torch.nn.Module(*args, **kwargs)
```
### [paddle.nn.Layer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html)
-
```python
paddle.nn.Layer(name_scope=None, dtype='float32')
```
@@ -15,7 +13,6 @@ paddle.nn.Layer(name_scope=None, dtype='float32')
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 |
| ----- | ---------- | ------------------------------------ |
| - | name_scope | PyTorch 无此参数，Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.modules.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.modules.md
index 004d279f37c..120feb1a152 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.modules.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.modules.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.nn.Module.modules
-
### [torch.nn.Module.modules](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.modules)
-
```python
torch.nn.Module.modules()
```
### [paddle.nn.Layer.sublayers](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/Layer_cn.html#sublayers-include-self-false)
-
```python
paddle.nn.Layer.sublayers(include_self=False)
```
@@ -15,7 +12,6 @@ paddle.nn.Layer.sublayers(include_self=False)
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -- |
| - | include_self | 是否包含本层。PyTorch 无此参数，Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.named_modules.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.named_modules.md
index f48655393b4..0d2968044e4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.named_modules.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.named_modules.md
@@ -1,13 +1,10 @@
-## [paddle 参数更多]torch.nn.Module.named_modules
-
+## [ paddle 参数更多 ]torch.nn.Module.named_modules
### [torch.nn.Module.named_modules](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.named_modules)
-
```python
torch.nn.Module.named_modules(memo=None, prefix='', remove_duplicate=True)
```
### [paddle.nn.Layer.named_sublayers](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#named-sublayers-prefix-include-self-false-layers-set-none)
-
```python
paddle.nn.Layer.named_sublayers(prefix='', include_self=False, layers_set=None, remove_duplicate=True)
```
@@ -15,7 +12,6 @@ paddle.nn.Layer.named_sublayers(prefix='', include_self=False, layers_set=None,
Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------------- | ------------ | ------------------------------------------------------------- |
| memo | layers_set | 用来记录已经加入结果的子层的集合，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.state_dict.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.state_dict.md
index 9d61e135e90..aa406968271 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.state_dict.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Module.state_dict.md
@@ -1,12 +1,10 @@
-## [ paddle 参数更多 ] torch.nn.Module.state_dict
+## [ paddle 参数更多 ]torch.nn.Module.state_dict
### [torch.nn.Module.state_dict](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.state_dict)
-
```python
torch.nn.Module.state_dict(destination, prefix='', keep_vars=False)
```
### [paddle.nn.Layer.state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#state-dict-destination-none-include-sublayers-true-use-hook-true)
-
```python
paddle.nn.Layer.state_dict(destination=None, include_sublayers=True, structured_name_prefix='', use_hook=True, keep_vars=True)
```
@@ -14,7 +12,6 @@ paddle.nn.Layer.state_dict(destination=None, include_sublayers=True, structured_
Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| destination | destination | 所有参数和可持久性 buffers 都将存放在 destination 中 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Softmax2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Softmax2d.md
index 2a34266a2d6..981a73a962a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Softmax2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.Softmax2d.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.nn.Softmax2d
-
### [torch.nn.Softmax2d](https://pytorch.org/docs/stable/generated/torch.nn.Softmax2d.html?highlight=softmax2d#torch.nn.Softmax2d)
-
```python
torch.nn.Softmax2d()
```
### [paddle.nn.Softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Softmax_cn.html#softmax)
-
```python
paddle.nn.Softmax(axis=-1)
```
@@ -15,13 +12,11 @@ paddle.nn.Softmax(axis=-1)
其中 Paddle 并没有 torch.nn.Softmax2d 此 api ，可通过 paddle.nn.Softmax 设置参数 axis 为 -3 实现同样的效果：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------ |
| - | axis | 指定对输入 Tensor 进行运算的轴。 |
### 转写示例
-
```python
# PyTorch 写法
cri = torch.nn.Softmax2d()
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.UpsamplingBilinear2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.UpsamplingBilinear2d.md
index 3b68bdef5a0..7a0c4db4906 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.UpsamplingBilinear2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.UpsamplingBilinear2d.md
@@ -1,20 +1,16 @@
## [ paddle 参数更多 ]torch.nn.UpsamplingBilinear2d
-
### [torch.nn.UpsamplingBilinear2d](https://pytorch.org/docs/stable/generated/torch.nn.UpsamplingBilinear2d.html?highlight=upsamplingbilinear2d#torch.nn.UpsamplingBilinear2d)
-
```python
torch.nn.UpsamplingBilinear2d(size=None, scale_factor=None)
```
### [paddle.nn.UpsamplingBilinear2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/UpsamplingBilinear2D_cn.html)
-
```python
paddle.nn.UpsamplingBilinear2D(size=None,scale_factor=None, data_format='NCHW',name=None)
```
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| size | size | 表示输出 Tensor 的 size 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.UpsamplingNearest2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.UpsamplingNearest2d.md
index ff059d5ad52..de0c4ae5441 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.UpsamplingNearest2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.UpsamplingNearest2d.md
@@ -1,20 +1,16 @@
## [ paddle 参数更多 ]torch.nn.UpsamplingNearest2d
-
### [torch.nn.UpsamplingNearest2d](https://pytorch.org/docs/stable/generated/torch.nn.UpsamplingNearest2d.html?highlight=upsampl#torch.nn.UpsamplingNearest2d)
-
```python
torch.nn.UpsamplingNearest2d(size=None, scale_factor=None)
```
### [paddle.nn.UpsamplingNearest2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/UpsamplingNearest2D_cn.html)
-
```python
paddle.nn.UpsamplingNearest2D(size=None, scale_factor=None, data_format='NCHW',name=None)
```
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| size | size | 表示输出 Tensor 的 size 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ZeroPad2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ZeroPad2d.md
index 3073555aeb3..3168618f090 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ZeroPad2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.ZeroPad2d.md
@@ -1,12 +1,11 @@
## [ paddle 参数更多 ]torch.nn.ZeroPad2d
-### [torch.nn.ZeroPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ZeroPad2d.html?highlight=zeropad#torch.nn.ZeroPad2d)
+### [torch.nn.ZeroPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ZeroPad2d.html?highlight=zeropad#torch.nn.ZeroPad2d)
```python
torch.nn.ZeroPad2d(padding)
```
### [paddle.nn.ZeroPad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ZeroPad2D_cn.html)
-
```python
paddle.nn.ZeroPad2D(padding,
data_format='NCHW',
@@ -15,7 +14,6 @@ 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 |
| ------------- | ------------ | ------------------------------------------------------ |
| padding | padding | 表示填充大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.channel_shuffle.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.channel_shuffle.md
index 29c129b21bf..48e457e13e1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.channel_shuffle.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.channel_shuffle.md
@@ -1,14 +1,11 @@
## [ paddle 参数更多 ]torch.nn.functional.channel_shuffle
-
### [torch.nn.functional.channel_shuffle](https://pytorch.org/docs/stable/generated/torch.nn.ChannelShuffle.html)
-
```python
torch.nn.functional.channel_shuffle(input,
groups)
```
### [paddle.nn.functional.channel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/channel_shuffle_cn.html#channel-shuffle)
-
```python
paddle.nn.functional.channel_shuffle(x,
groups,
@@ -18,7 +15,6 @@ paddle.nn.functional.channel_shuffle(x,
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.conv_transpose1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.conv_transpose1d.md
index 089084ad300..db5249421a0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.conv_transpose1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.conv_transpose1d.md
@@ -1,7 +1,5 @@
## [ paddle 参数更多 ]torch.nn.functional.conv_transpose1d
-
### [torch.nn.functional.conv_transpose1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose1d.html?highlight=conv_trans#torch.nn.functional.conv_transpose1d)
-
```python
torch.nn.functional.conv_transpose1d(input,
weight,
@@ -14,7 +12,6 @@ torch.nn.functional.conv_transpose1d(input,
```
### [paddle.nn.functional.conv1d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv1d_transpose_cn.html)
-
```python
paddle.nn.functional.conv1d_transpose(x,
weight,
@@ -31,7 +28,6 @@ paddle.nn.functional.conv1d_transpose(x,
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.conv_transpose2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.conv_transpose2d.md
index 8e46e5c15dc..28020814269 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.conv_transpose2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.conv_transpose2d.md
@@ -1,7 +1,5 @@
## [ paddle 参数更多 ]torch.nn.functional.conv_transpose2d
-
### [torch.nn.functional.conv_transpose2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose2d.html?highlight=conv_#torch.nn.functional.conv_transpose2d)
-
```python
torch.nn.functional.conv_transpose2d(input,
weight,
@@ -14,7 +12,6 @@ torch.nn.functional.conv_transpose2d(input,
```
### [paddle.nn.functional.conv2d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv2d_transpose_cn.html)
-
```python
paddle.nn.functional.conv2d_transpose(x,
weight,
@@ -31,7 +28,6 @@ paddle.nn.functional.conv2d_transpose(x,
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.conv_transpose3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.conv_transpose3d.md
index 478769cf0d2..4c040755c10 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.conv_transpose3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.conv_transpose3d.md
@@ -1,7 +1,5 @@
## [ paddle 参数更多 ]torch.nn.functional.conv_transpose3d
-
### [torch.nn.functional.conv_transpose3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.conv_transpose3d.html?highlight=conv_#torch.nn.functional.conv_transpose3d)
-
```python
torch.nn.functional.conv_transpose3d(input,
weight,
@@ -14,7 +12,6 @@ torch.nn.functional.conv_transpose3d(input,
```
### [paddle.nn.functional.conv3d_transpose](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/conv3d_transpose_cn.html)
-
```python
paddle.nn.functional.conv3d_transpose(x,
weight,
@@ -31,7 +28,6 @@ paddle.nn.functional.conv3d_transpose(x,
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.group_norm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.group_norm.md
index af97877a09d..daaaadb913e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.group_norm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.group_norm.md
@@ -1,7 +1,5 @@
## [ paddle 参数更多 ]torch.nn.functional.group_norm
-
### [torch.nn.functional.group_norm](https://pytorch.org/docs/stable/generated/torch.nn.functional.group_norm.html#torch.nn.functional.group_norm)
-
```python
torch.nn.functional.group_norm(input, num_groups, weight=None, bias=None, eps=1e-05)
```
@@ -14,7 +12,6 @@ paddle.nn.functional.group_norm(x, num_groups, epsilon=1e-05, weight=None, bias=
Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.hardsigmoid.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.hardsigmoid.md
index 70ca9208d3f..0b3f942f3b3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.hardsigmoid.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.hardsigmoid.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.nn.functional.hardsigmoid
-
### [torch.nn.functional.hardsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardsigmoid.html)
-
```python
torch.nn.functional.hardsigmoid(input, inplace=False)
```
### [paddle.nn.functional.hardsigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/hardsigmoid_cn.html#hardsigmoid)
-
```python
paddle.nn.functional.hardsigmoid(x, slope=0.1666667, offset=0.5, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.hardsigmoid(x, slope=0.1666667, offset=0.5, name=None)
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -- |
| input | x | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.lp_pool1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.lp_pool1d.md
index d9caa1225f1..490876e3119 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.lp_pool1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.lp_pool1d.md
@@ -1,7 +1,5 @@
## [ paddle 参数更多 ]torch.nn.functional.lp_pool1d
-
### [torch.nn.functional.lp_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.lp_pool1d.html#torch.nn.functional.lp_pool1d)
-
```python
torch.nn.functional.lp_pool1d(input, norm_type, kernel_size, stride=None, ceil_mode=False)
```
@@ -14,7 +12,6 @@ paddle.nn.functional.lp_pool1d(x, norm_type, kernel_size, stride=None, padding=0
其中 Paddle 参数更多，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.lp_pool2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.lp_pool2d.md
index 363e667067e..12d738b7bf7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.lp_pool2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.lp_pool2d.md
@@ -1,7 +1,5 @@
## [ paddle 参数更多 ]torch.nn.functional.lp_pool2d
-
### [torch.nn.functional.lp_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.lp_pool2d.html#torch.nn.functional.lp_pool2d)
-
```python
torch.nn.functional.lp_pool2d(input, norm_type, kernel_size, stride=None, ceil_mode=False)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.max_unpool1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.max_unpool1d.md
index e92443bbea0..c7ded4ab149 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.max_unpool1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.max_unpool1d.md
@@ -1,7 +1,5 @@
## [ paddle 参数更多 ]torch.nn.functional.max_unpool1d
-
### [torch.nn.functional.max_unpool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool1d.html?highlight=max_unpool1d#torch.nn.functional.max_unpool1d)
-
```python
torch.nn.functional.max_unpool1d(input,
indices,
@@ -12,7 +10,6 @@ torch.nn.functional.max_unpool1d(input,
```
### [paddle.nn.functional.max_unpool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool1d_cn.html)
-
```python
paddle.nn.functional.max_unpool1d(x,
indices,
@@ -26,7 +23,6 @@ paddle.nn.functional.max_unpool1d(x,
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.max_unpool2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.max_unpool2d.md
index 5d18a5b1cad..1c395f75a3d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.max_unpool2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.max_unpool2d.md
@@ -1,7 +1,5 @@
## [ paddle 参数更多 ]torch.nn.functional.max_unpool2d
-
### [torch.nn.functional.max_unpool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool2d.html?highlight=max_unpool2d#torch.nn.functional.max_unpool2d)
-
```python
torch.nn.functional.max_unpool2d(input,
indices,
@@ -12,7 +10,6 @@ torch.nn.functional.max_unpool2d(input,
```
### [paddle.nn.functional.max_unpool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool2d_cn.html)
-
```python
paddle.nn.functional.max_unpool2d(x,
indices,
@@ -26,7 +23,6 @@ paddle.nn.functional.max_unpool2d(x,
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.max_unpool3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.max_unpool3d.md
index d3f91b969ba..a6834fa019d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.max_unpool3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.max_unpool3d.md
@@ -1,7 +1,5 @@
## [ paddle 参数更多 ]torch.nn.functional.max_unpool3d
-
### [torch.nn.functional.max_unpool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_unpool3d.html?highlight=max_unpool3d#torch.nn.functional.max_unpool3d)
-
```python
torch.nn.functional.max_unpool3d(input,
indices,
@@ -12,7 +10,6 @@ torch.nn.functional.max_unpool3d(input,
```
### [paddle.nn.functional.max_unpool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_unpool3d_cn.html)
-
```python
paddle.nn.functional.max_unpool3d(x,
indices,
@@ -26,7 +23,6 @@ paddle.nn.functional.max_unpool3d(x,
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.pad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.pad.md
index 521446b5e68..283283c671c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.pad.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.pad.md
@@ -1,7 +1,5 @@
## [ paddle 参数更多 ]torch.nn.functional.pad
-
### [torch.nn.functional.pad](https://pytorch.org/docs/stable/generated/torch.nn.functional.pad.html)
-
```python
torch.nn.functional.pad(input,
pad,
@@ -10,7 +8,6 @@ torch.nn.functional.pad(input,
```
### [paddle.nn.functional.pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pad_cn.html#pad)
-
```python
paddle.nn.functional.pad(x,
pad,
@@ -24,7 +21,6 @@ paddle.nn.functional.pad(x,
两者功能一致，其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.pixel_shuffle.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.pixel_shuffle.md
index af43beb0fc8..8a7d8370856 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.pixel_shuffle.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.pixel_shuffle.md
@@ -1,20 +1,16 @@
## [ paddle 参数更多 ]torch.nn.functional.pixel_shuffle
-
### [torch.nn.functional.pixel_shuffle](https://pytorch.org/docs/stable/generated/torch.nn.functional.pixel_shuffle.html?highlight=pixel_shuffle#torch.nn.functional.pixel_shuffle)
-
```python
torch.nn.functional.pixel_shuffle(input, upscale_factor)
```
### [paddle.nn.functional.pixel_shuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_shuffle_cn.html)
-
```python
paddle.nn.functional.pixel_shuffle(x, upscale_factor, data_format='NCHW', name=None)
```
两者功能一致，其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.pixel_unshuffle.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.pixel_unshuffle.md
index 7c565269cb1..fac76b9267b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.pixel_unshuffle.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.pixel_unshuffle.md
@@ -1,13 +1,10 @@
-## [ paddle 参数更多 ] torch.nn.functional.pixel_unshuffle
-
+## [ paddle 参数更多 ]torch.nn.functional.pixel_unshuffle
### [torch.nn.functional.pixel_unshuffle](https://pytorch.org/docs/stable/generated/torch.nn.functional.pixel_unshuffle.html?highlight=pixel_unshuffle#torch.nn.functional.pixel_unshuffle)
-
```python
torch.nn.functional.pixel_unshuffle(input, downscale_factor)
```
### [paddle.nn.functional.pixel_unshuffle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/pixel_unshuffle_cn.html)
-
```python
paddle.nn.functional.pixel_unshuffle(x, downscale_factor, data_format='NCHW', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.pixel_unshuffle(x, downscale_factor, data_format='NCHW', na
两者功能一致，其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.prelu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.prelu.md
index 088c191d48c..61599b665ce 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.prelu.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.prelu.md
@@ -1,14 +1,11 @@
## [ paddle 参数更多 ]torch.nn.functional.prelu
-
### [torch.nn.functional.prelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.prelu.html?highlight=prelu#torch.nn.functional.prelu)
-
```python
torch.nn.functional.prelu(input,
weight)
```
### [paddle.nn.functional.prelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/prelu_cn.html)
-
```python
paddle.nn.functional.prelu(x,
weight,
@@ -19,7 +16,6 @@ paddle.nn.functional.prelu(x,
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.upsample.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.upsample.md
index 05ea752e076..efa26c38ae7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.upsample.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.upsample.md
@@ -1,4 +1,4 @@
-## [ paddle 参数更多 ] torch.nn.functional.upsample
+## [ paddle 参数更多 ]torch.nn.functional.upsample
### [torch.nn.functional.upsample](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample.html?highlight=upsample#torch.nn.functional.upsample)
@@ -11,7 +11,6 @@ torch.nn.functional.upsample(input,
```
### [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample)
-
```python
paddle.nn.functional.upsample(x,
size=None,
@@ -25,7 +24,6 @@ paddle.nn.functional.upsample(x,
两者功能一致，其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.upsample_bilinear.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.upsample_bilinear.md
index 9adfab88df9..92247608d75 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.upsample_bilinear.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.upsample_bilinear.md
@@ -1,20 +1,16 @@
## [ paddle 参数更多 ]torch.nn.functional.upsample_bilinear
-
### [torch.nn.functional.upsample_bilinear](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample_bilinear.html#torch.nn.functional.upsample_bilinear)
-
```python
torch.nn.functional.upsample_bilinear(input, size=None, scale_factor=None)
```
### [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample)
-
```python
paddle.nn.functional.upsample(x, size=None, scale_factor=None, mode='nearest', align_corners=False, align_mode=0, data_format='NCHW', name=None)
```
Paddle 参数更多，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.upsample_nearest.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.upsample_nearest.md
index 4ff35092c73..42ecd6d7bf4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.upsample_nearest.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.nn.functional.upsample_nearest.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.nn.functional.upsample_nearest
-
### [torch.nn.functional.upsample_nearest](https://pytorch.org/docs/stable/generated/torch.nn.functional.upsample_nearest.html#torch.nn.functional.upsample_nearest)
-
```python
torch.nn.functional.upsample_nearest(input, size=None, scale_factor=None)
```
### [paddle.nn.functional.upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/upsample_cn.html#upsample)
-
```python
paddle.nn.functional.upsample(x, size=None, scale_factor=None, mode='nearest', align_corners=False, align_mode=0, data_format='NCHW', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.upsample(x, size=None, scale_factor=None, mode='nearest', a
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.optim.LBFGS.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.optim.LBFGS.md
index a257ad8b971..bbb42c67336 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.optim.LBFGS.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.optim.LBFGS.md
@@ -1,7 +1,5 @@
## [ paddle 参数更多 ]torch.optim.LBFGS
-
### [torch.optim.LBFGS](https://pytorch.org/docs/stable/generated/torch.optim.LBFGS.html)
-
```python
torch.optim.LBFGS(params,
lr=1,
@@ -14,7 +12,6 @@ torch.optim.LBFGS(params,
```
### [paddle.optimizer.LBFGS](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/LBFGS_cn.html)
-
```python
paddle.optimizer.LBFGS(learning_rate=1.0,
max_iter=20,
@@ -32,7 +29,6 @@ paddle.optimizer.LBFGS(learning_rate=1.0,
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 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| params | parameters | 表示指定优化器需要优化的参数，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.optim.Optimizer.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.optim.Optimizer.md
index 7784bddc8d3..8623023c78d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.optim.Optimizer.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.optim.Optimizer.md
@@ -1,14 +1,11 @@
## [ paddle 参数更多 ]torch.optim.Optimizer
-
### [torch.optim.Optimizer](https://pytorch.org/docs/stable/optim.html#torch.optim.Optimizer)
-
```python
torch.optim.Optimizer(params,
defaults)
```
### [paddle.optimizer.Optimizer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html)
-
```python
paddle.optimizer.Optimizer(learning_rate=0.001,
epsilon=1e-08,
@@ -21,7 +18,6 @@ paddle.optimizer.Optimizer(learning_rate=0.001,
PyTorch 相比 Paddle 支持更多其他参数，其 `defaults` 可以支持各种参数，但一般只会转写 API 名称，不会转写参数。
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| params | parameters | 表示指定优化器需要优化的参数，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.selu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.selu.md
index 29c88915b20..403c544ad5e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.selu.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.selu.md
@@ -1,13 +1,10 @@
## [ paddle 参数更多 ]torch.selu
-
### [torch.selu](https://pytorch.org/docs/stable/generated/torch.nn.functional.selu.html#torch.nn.functional.selu)
-
```python
torch.selu(input)
```
### [paddle.nn.functional.selu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/selu_cn.html)
-
```python
paddle.nn.functional.selu(x, scale=1.0507009873554804934193349852946, alpha=1.6732632423543772848170429916717, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.selu(x, scale=1.0507009873554804934193349852946, alpha=1.67
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.utils.data.BatchSampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.utils.data.BatchSampler.md
index ca1b9036dc3..46ab0c01e9f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.utils.data.BatchSampler.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torch.utils.data.BatchSampler.md
@@ -1,6 +1,5 @@
## [ paddle 参数更多 ]torch.utils.data.BatchSampler
### [torch.utils.data.BatchSampler](https://pytorch.org/docs/stable/data.html?highlight=batchsampler#torch.utils.data.BatchSampler)
-
```python
torch.utils.data.BatchSampler(sampler,
batch_size,
@@ -8,7 +7,6 @@ torch.utils.data.BatchSampler(sampler,
```
### [paddle.io.BatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/BatchSampler_cn.html#batchsampler)
-
```python
paddle.io.BatchSampler(dataset=None,
sampler=None,
@@ -19,7 +17,6 @@ paddle.io.BatchSampler(dataset=None,
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| --------- | -------------| ---------- |
| sampler | sampler | 底层取样器，可为 Sampler 或 Iterable 数据类型。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.ops.DeformConv2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.ops.DeformConv2d.md
index 54cbafd307b..0510884dc3f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.ops.DeformConv2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.ops.DeformConv2d.md
@@ -1,13 +1,10 @@
-## [paddle 参数更多]torchvision.ops.DeformConv2d
-
+## [ paddle 参数更多 ]torchvision.ops.DeformConv2d
### [torchvision.ops.DeformConv2d](https://pytorch.org/vision/main/generated/torchvision.ops.DeformConv2d.html)
-
```python
torchvision.ops.DeformConv2d(in_channels: int, out_channels: int, kernel_size: int, stride: int = 1, padding: int = 0, dilation: int = 1, groups: int = 1, bias: bool = True)
```
### [paddle.vision.ops.DeformConv2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/DeformConv2D_cn.html)
-
```python
paddle.vision.ops.DeformConv2D(in_channels, out_channels, kernel_size, stride=1, padding=0, dilation=1, deformable_groups=1, groups=1, weight_attr=None, bias_attr=None)
```
@@ -15,7 +12,6 @@ paddle.vision.ops.DeformConv2D(in_channels, out_channels, kernel_size, stride=1,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| --------------------------- | ------------------------------ | --------------------- |
| in_channels | in_channels | 输入通道数。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.ops.deform_conv2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.ops.deform_conv2d.md
index 508b621af52..22261c99505 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.ops.deform_conv2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.ops.deform_conv2d.md
@@ -1,13 +1,10 @@
-## [paddle 参数更多]torchvision.ops.deform_conv2d
-
+## [ paddle 参数更多 ]torchvision.ops.deform_conv2d
### [torchvision.ops.deform_conv2d](https://pytorch.org/vision/main/generated/torchvision.ops.deform_conv2d.html)
-
```python
torchvision.ops.deform_conv2d(input: Tensor, offset: Tensor, weight: Tensor, bias: Optional[Tensor] = None, stride: Tuple[int, int] = (1, 1), padding: Tuple[int, int] = (0, 0), dilation: Tuple[int, int] = (1, 1), mask: Optional[Tensor] = None)
```
### [paddle.vision.ops.deform_conv2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/ops/deform_conv2d_cn.html)
-
```python
paddle.vision.ops.deform_conv2d(x, offset, weight, bias=None, stride=1, padding=0, dilation=1, deformable_groups=1, groups=1, mask=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.vision.ops.deform_conv2d(x, offset, weight, bias=None, stride=1, padding=
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| --------------------------- | ------------------------------ | --------------------- |
| input | x | 输入数据，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.ops.nms.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.ops.nms.md
index 39264e610b6..2b8af97a1da 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.ops.nms.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.ops.nms.md
@@ -1,13 +1,10 @@
-## [paddle 参数更多]torchvision.ops.nms
-
+## [ paddle 参数更多 ]torchvision.ops.nms
### [torchvision.ops.nms](https://pytorch.org/vision/main/generated/torchvision.ops.nms.html)
-
```python
torchvision.ops.nms(boxes: Tensor, scores: Tensor, iou_threshold: float)
```
### [paddle.vision.ops.nms](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/ops/nms_cn.html)
-
```python
paddle.vision.ops.nms(boxes, iou_threshold=0.3, scores=None, category_idxs=None, categories=None, top_k=None)
```
@@ -15,7 +12,6 @@ paddle.vision.ops.nms(boxes, iou_threshold=0.3, scores=None, category_idxs=None,
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| --------------------------- | ------------------------------ | --------------------- |
| boxes | boxes | 待进行计算的框坐标。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.CenterCrop.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.CenterCrop.md
index a841609c86e..7c6c72d70a0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.CenterCrop.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.CenterCrop.md
@@ -1,7 +1,5 @@
-## [paddle 参数更多]torchvision.transforms.CenterCrop
-
+## [ paddle 参数更多 ]torchvision.transforms.CenterCrop
### [torchvision.transforms.CenterCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.CenterCrop.html)
-
```python
torchvision.transforms.CenterCrop(
size: Union[int, List[int], Tuple[int, ...]]
@@ -9,7 +7,6 @@ torchvision.transforms.CenterCrop(
```
### [paddle.vision.transforms.CenterCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/CenterCrop_cn.html)
-
```python
paddle.vision.transforms.CenterCrop(
size: Union[int, List[int], Tuple[int, ...]],
@@ -20,7 +17,6 @@ paddle.vision.transforms.CenterCrop(
两者功能一致，但 Paddle 相比 torchvision 支持更多参数，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ------------ | ------------ | ---------------------- |
| size | size | 输出图像的形状大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.ColorJitter.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.ColorJitter.md
index a840a169816..c7496581ed6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.ColorJitter.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.ColorJitter.md
@@ -1,13 +1,10 @@
-## [paddle 参数更多]torchvision.transforms.ColorJitter
-
+## [ paddle 参数更多 ]torchvision.transforms.ColorJitter
### [torchvision.transforms.ColorJitter](https://pytorch.org/vision/main/generated/torchvision.transforms.ColorJitter.html)
-
```python
torchvision.transforms.ColorJitter(brightness: Union[float, Tuple[float, float]] = 0, contrast: Union[float, Tuple[float, float]] = 0, saturation: Union[float, Tuple[float, float]] = 0, hue: Union[float, Tuple[float, float]] = 0)
```
### [paddle.vision.transforms.ColorJitter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/ColorJitter_cn.html)
-
```python
paddle.vision.transforms.ColorJitter(brightness=0, contrast=0, saturation=0, hue=0, keys=None)
```
@@ -15,7 +12,6 @@ paddle.vision.transforms.ColorJitter(brightness=0, contrast=0, saturation=0, hue
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| --------------------------- | ------------------------------ | --------------------- |
| brightness | brightness | 亮度调整范围大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.Grayscale.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.Grayscale.md
index 61f9dba475a..0c304d21720 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.Grayscale.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.Grayscale.md
@@ -1,13 +1,11 @@
-## [paddle 参数更多]torchvision.transforms.Grayscale
+## [ paddle 参数更多 ]torchvision.transforms.Grayscale
### [torchvision.transforms.Grayscale](https://pytorch.org/vision/main/generated/torchvision.transforms.Grayscale.html)
-
```python
torchvision.transforms.Grayscale(num_output_channels: int = 1)
```
### [paddle.vision.transforms.Grayscale](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Grayscale_cn.html)
-
```python
paddle.vision.transforms.Grayscale(
num_output_channels: int = 1,
@@ -18,7 +16,6 @@ paddle.vision.transforms.Grayscale(
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| --------------------------- | ------------------------------ | --------------------- |
| num_output_channels | num_output_channels | 输出图像的通道数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.Pad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.Pad.md
index 72915bbfc1f..7b89026d51c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.Pad.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.Pad.md
@@ -1,4 +1,4 @@
-## [paddle 参数更多]torchvision.transforms.Pad
+## [ paddle 参数更多 ]torchvision.transforms.Pad
### [torchvision.transforms.Pad](https://pytorch.org/vision/main/generated/torchvision.transforms.Pad.html)
@@ -11,7 +11,6 @@ torchvision.transforms.Pad(
```
### [paddle.vision.transforms.Pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Pad__upper_cn.html#pad)
-
```python
paddle.vision.transforms.Pad(
padding: Union[int, List[int], Tuple[int, ...]],
@@ -24,7 +23,6 @@ paddle.vision.transforms.Pad(
两者功能一致，但 Paddle 相比 torchvision 支持更多参数，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ------------- | ------------- | ----------------------------- |
| padding | padding | 在图像边界上进行填充的范围。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.RandomCrop.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.RandomCrop.md
index 06fd1c9a888..6ec466d822a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.RandomCrop.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.RandomCrop.md
@@ -1,7 +1,5 @@
-## [paddle 参数更多]torchvision.transforms.RandomCrop
-
+## [ paddle 参数更多 ]torchvision.transforms.RandomCrop
### [torchvision.transforms.RandomCrop](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomCrop.html)
-
```python
torchvision.transforms.RandomCrop(
size: Union[int, List[int], Tuple[int, ...]],
@@ -13,7 +11,6 @@ torchvision.transforms.RandomCrop(
```
### [paddle.vision.transforms.RandomCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomCrop_cn.html)
-
```python
paddle.vision.transforms.RandomCrop(
size: Union[int, List[int], Tuple[int, ...]],
@@ -28,7 +25,6 @@ paddle.vision.transforms.RandomCrop(
两者功能一致，但 Paddle 相比 torchvision 支持更多参数，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ------------- | -------------- | -------------------------------------------------------- |
| size | size | 裁剪后的图片大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.RandomErasing.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.RandomErasing.md
index 7f386563092..255237ce339 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.RandomErasing.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.RandomErasing.md
@@ -1,7 +1,5 @@
-## [paddle 参数更多]torchvision.transforms.RandomErasing
-
+## [ paddle 参数更多 ]torchvision.transforms.RandomErasing
### [torchvision.transforms.RandomErasing](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomErasing.html?highlight=randomerasing#torchvision.transforms.RandomErasing)
-
```python
torchvision.transforms.RandomErasing(p = 0.5,
scale = (0.02, 0.33),
@@ -11,7 +9,6 @@ torchvision.transforms.RandomErasing(p = 0.5,
```
### [paddle.vision.transforms.RandomErasing](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomErasing_cn.html)
-
```python
paddle.vision.transforms.RandomErasing(prob = 0.5,
scale = (0.02, 0.33),
@@ -24,7 +21,6 @@ paddle.vision.transforms.RandomErasing(prob = 0.5,
两者功能基本一致，但 Paddle 相比 torchvision 支持更多参数，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ------------- | -------------- | --------------- |
| p | prob | 输入数据被执行擦除操作的概率，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.RandomHorizontalFlip.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.RandomHorizontalFlip.md
index db78468c54e..14eb4064609 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.RandomHorizontalFlip.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.RandomHorizontalFlip.md
@@ -1,13 +1,10 @@
-## [paddle 参数更多]torchvision.transforms.RandomHorizontalFlip
-
+## [ paddle 参数更多 ]torchvision.transforms.RandomHorizontalFlip
### [torchvision.transforms.RandomHorizontalFlip](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomHorizontalFlip.html?highlight=randomhorizontalflip#torchvision.transforms.RandomHorizontalFlip)
-
```python
torchvision.transforms.RandomHorizontalFlip(p: float = 0.5)
```
### [paddle.vision.transforms.RandomHorizontalFlip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomHorizontalFlip_cn.html)
-
```python
paddle.vision.transforms.RandomHorizontalFlip(
prob: float = 0.5,
@@ -18,7 +15,6 @@ paddle.vision.transforms.RandomHorizontalFlip(
两者功能一致，但 Paddle 相比 torchvision 支持更多参数，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ------------- | ------------- | --------------------- |
| p | prob | 翻转概率，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transform.RandomVerticalFlip.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.RandomVerticalFlip.md
similarity index 93%
rename from docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transform.RandomVerticalFlip.md
rename to docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.RandomVerticalFlip.md
index ec70e26652e..28f2bddc84a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transform.RandomVerticalFlip.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.RandomVerticalFlip.md
@@ -1,13 +1,10 @@
-## [paddle 参数更多]torchvision.transforms.RandomVerticalFlip
-
+## [ paddle 参数更多 ]torchvision.transforms.RandomVerticalFlip
### [torchvision.transforms.RandomVerticalFlip](https://pytorch.org/vision/main/generated/torchvision.transforms.RandomVerticalFlip.html)
-
```python
torchvision.transforms.RandomVerticalFlip(p: float = 0.5)
```
### [paddle.vision.transforms.RandomVerticalFlip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/RandomVerticalFlip_cn.html)
-
```python
paddle.vision.transforms.RandomVerticalFlip(
prob: float = 0.5,
@@ -18,7 +15,6 @@ paddle.vision.transforms.RandomVerticalFlip(
Paddle 比 PyTorch 支持更多参数，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ------------| ------------ | ------------------------------------------------------------ |
| p | prob | 翻转概率，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.ToTensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.ToTensor.md
index 96ea74b9013..c7c234e0910 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.ToTensor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.ToTensor.md
@@ -1,13 +1,10 @@
-## [paddle 参数更多]torchvision.transforms.ToTensor
-
+## [ paddle 参数更多 ]torchvision.transforms.ToTensor
### [torchvision.transforms.ToTensor](https://pytorch.org/vision/main/generated/torchvision.transforms.ToTensor.html?highlight=totensor#torchvision.transforms.ToTensor)
-
```python
torchvision.transforms.ToTensor()
```
### [paddle.vision.transforms.ToTensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/ToTensor_cn.html#totensor)
-
```python
paddle.vision.transforms.ToTensor(data_format: str = 'CHW', keys: List[str] | Tuple[str] = None)
```
@@ -15,7 +12,6 @@ paddle.vision.transforms.ToTensor(data_format: str = 'CHW', keys: List[str] | Tu
两者功能基本一致，但 Paddle 相比 torchvision 支持更多参数，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
|-------------- |-------------------- |----------------------------------- |
| - | data_format | 返回 Tensor 的格式，PyTorch 无此参数，Paddle 保持默认即可。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.functional.to_tensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.functional.to_tensor.md
index fe15160dafe..c4e9e6f158b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.functional.to_tensor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/paddle_more_args/torchvision.transforms.functional.to_tensor.md
@@ -1,13 +1,10 @@
-## [paddle 参数更多]torchvision.transforms.functional.to_tensor
-
+## [ paddle 参数更多 ]torchvision.transforms.functional.to_tensor
### [torchvision.transforms.functional.to_tensor](https://pytorch.org/vision/main/generated/torchvision.transforms.functional.to_tensor.html)
-
```python
torchvision.transforms.functional.to_tensor(pic: Union[PIL.Image.Image, numpy.ndarray])
```
### [paddle.vision.transforms.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/to_tensor_cn.html)
-
```python
paddle.vision.transforms.to_tensor(
pic: Union[PIL.Image.Image, np.ndarray],
@@ -18,7 +15,6 @@ paddle.vision.transforms.to_tensor(
其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| --------- | ------------- | ------------------------------ |
| pic | pic | 输入图像。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/fairscale.nn.model_parallel.layers.ColumnParallelLinear.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/fairscale.nn.model_parallel.layers.ColumnParallelLinear.md
index 2f29477d94e..2dbaa8ecd08 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/fairscale.nn.model_parallel.layers.ColumnParallelLinear.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/fairscale.nn.model_parallel.layers.ColumnParallelLinear.md
@@ -1,12 +1,9 @@
-## [torch 参数更多]fairscale.nn.model_parallel.layers.ColumnParallelLinear
-
+## [ torch 参数更多 ]fairscale.nn.model_parallel.layers.ColumnParallelLinear
### [fairscale.nn.model_parallel.layers.ColumnParallelLinear](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L218)
-
```python
fairscale.nn.model_parallel.layers.ColumnParallelLinear(in_features: int, out_features: int, bias: bool = True, gather_output: bool = True, init_method: Callable[[torch.Tensor], torch.Tensor] = init.xavier_normal_, stride: int = 1, keep_master_weight_for_test: bool = False)
```
### [paddle.distributed.fleet.meta_parallel.ColumnParallelLinear](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L153)
-
```python
paddle.distributed.fleet.meta_parallel.ColumnParallelLinear(in_features, out_features, weight_attr=None, has_bias=None, gather_output=True, fuse_matmul_bias=False, mp_group=None, name=None)
```
@@ -14,7 +11,6 @@ paddle.distributed.fleet.meta_parallel.ColumnParallelLinear(in_features, out_fea
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| fairscale | PaddlePaddle | 备注 |
| ----------------------------| ---------------- | -------- |
| in_features | in_features | 输入特征数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/fairscale.nn.model_parallel.layers.ParallelEmbedding.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/fairscale.nn.model_parallel.layers.ParallelEmbedding.md
index 0c957cd0a84..8d06b053c1e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/fairscale.nn.model_parallel.layers.ParallelEmbedding.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/fairscale.nn.model_parallel.layers.ParallelEmbedding.md
@@ -1,12 +1,9 @@
-## [torch 参数更多]fairscale.nn.model_parallel.layers.ParallelEmbedding
-
+## [ torch 参数更多 ]fairscale.nn.model_parallel.layers.ParallelEmbedding
### [fairscale.nn.model_parallel.layers.ParallelEmbedding](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L152)
-
```python
fairscale.nn.model_parallel.layers.ParallelEmbedding(num_embeddings: int, embedding_dim: int ,padding_idx: Optional[int] = None, max_norm: Optional[float] = None, norm_type: float = 2.0, scale_grad_by_freq: bool = False, sparse: bool = False, init_method: Callable[[torch.Tensor], torch.Tensor] = init.xavier_normal_, keep_master_weight_for_test: bool = False)
```
### [paddle.distributed.fleet.meta_parallel.VocabParallelEmbedding](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L37)
-
```python
paddle.distributed.fleet.meta_parallel.VocabParallelEmbedding(num_embeddings, embedding_dim, weight_attr=None, mp_group=None, name=None)
```
@@ -14,7 +11,6 @@ paddle.distributed.fleet.meta_parallel.VocabParallelEmbedding(num_embeddings, em
两者功能大体一致，但内部实现细节不一样，ParallelEmbedding 的切分方向沿着 embedding 方向，VocabParallelEmbedding 的切分方向沿着 vocab(词汇表)方向，故在多卡训练时，load 参数时需手动修改以匹配参数切分方式的不同。
### 参数映射
-
| fairscale | PaddlePaddle | 备注 |
| ---------------------------- | -------------- | -------- |
| num_embeddings | num_embeddings | 词汇表大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/fairscale.nn.model_parallel.layers.RowParallelLinear.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/fairscale.nn.model_parallel.layers.RowParallelLinear.md
index c520b00846f..bad80b5317b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/fairscale.nn.model_parallel.layers.RowParallelLinear.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/fairscale.nn.model_parallel.layers.RowParallelLinear.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]fairscale.nn.model_parallel.layers.RowParallelLinear
-
+## [ torch 参数更多 ]fairscale.nn.model_parallel.layers.RowParallelLinear
### [fairscale.nn.model_parallel.layers.RowParallelLinear](https://github.com/facebookresearch/fairscale/blob/164cc0f3170b4a3951dd84dda29c3e1504ac4d6e/fairscale/nn/model_parallel/layers.py#L299)
-
```python
fairscale.nn.model_parallel.layers.RowParallelLinear(in_features: int, out_features: int, bias: bool = True, input_is_parallel: bool = False, init_method: Callable[[torch.Tensor], torch.Tensor] = init.xavier_normal_, stride: int = 1, keep_master_weight_for_test: bool = False)
```
### [paddle.distributed.fleet.meta_parallel.RowParallelLinear](https://github.com/PaddlePaddle/Paddle/blob/016766cc89fabc10181453ce70b701dd8ed019f6/python/paddle/distributed/fleet/layers/mpu/mp_layers.py#L291)
-
```python
paddle.distributed.fleet.meta_parallel.RowParallelLinear(in_features, out_features, weight_attr=None, has_bias=True, input_is_parallel=False, fuse_matmul_bias=False, mp_group=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.distributed.fleet.meta_parallel.RowParallelLinear(in_features, out_featur
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| fairscale | PaddlePaddle | 备注 |
| ----------------------------| ---------------- | -------- |
| in_features | in_features | 输入特征数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/flash_attn.flash_attn_interface.flash_attn_func.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/flash_attn.flash_attn_interface.flash_attn_func.md
index 1e6f1f45b75..d12a26d668e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/flash_attn.flash_attn_interface.flash_attn_func.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/flash_attn.flash_attn_interface.flash_attn_func.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]flash_attn.flash_attn_interface.flash_attn_func
-
+## [ torch 参数更多 ]flash_attn.flash_attn_interface.flash_attn_func
### [flash_attn.flash_attn_interface.flash_attn_func](https://github.com/Dao-AILab/flash-attention/blob/72e27c6320555a37a83338178caa25a388e46121/flash_attn/flash_attn_interface.py#L808)
-
```python
flash_attn.flash_attn_interface.flash_attn_func(q, k, v,dropout_p=0.0, softmax_scale=None, causal=False, window_size=(-1, -1), softcap=0.0, alibi_slopes=None, deterministic=False, return_attn_probs=False)
```
### [paddle.nn.functional.flash_attention.flash_attention](https://github.com/PaddlePaddle/Paddle/blob/900d27c40ef4567d7ea6342f3f0eedd394885ecb/python/paddle/nn/functional/flash_attention.py#L248)
-
```python
paddle.nn.functional.flash_attention.flash_attention(query, key, value, dropout=0.0, causal=False，return_softmax=False, *, fixed_seed_offset=None, rng_name="", training=True)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.flash_attention.flash_attention(query, key, value, dropout=
其中 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| flash_attn | PaddlePaddle | 备注 |
| ----------------- | ----------------- | ------------------------------------------------------------ |
| q | query | 注意力模块的 query Tensor。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/flash_attn.flash_attn_interface.flash_attn_unpadded_func.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/flash_attn.flash_attn_interface.flash_attn_unpadded_func.md
index 03bc02111e7..5de0411ba76 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/flash_attn.flash_attn_interface.flash_attn_unpadded_func.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/flash_attn.flash_attn_interface.flash_attn_unpadded_func.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]flash_attn.flash_attn_interface.flash_attn_unpadded_func
-
+## [ torch 参数更多 ]flash_attn.flash_attn_interface.flash_attn_unpadded_func
### [flash_attn.flash_attn_interface.flash_attn_unpadded_func](https://github.com/Dao-AILab/flash-attention/blob/d0787acc16c3667156b51ce5b01bdafc7594ed39/flash_attn/flash_attn_interface.py#L1050)
-
```python
flash_attn.flash_attn_interface.flash_attn_unpadded_func(q, k, v, cu_seqlens_q, cu_seqlens_k, max_seqlen_q,max_seqlen_k, dropout_p=0.0, softmax_scale=None, causal=False, window_size=(-1, -1), softcap=0.0, alibi_slopes=None, deterministic=False, return_attn_probs=False, block_table=None)
```
### [paddle.nn.functional.flash_attention.flash_attn_unpadded](https://github.com/PaddlePaddle/Paddle/blob/b32b51b7c21ad62bf794512c849a603c8c0ece44/python/paddle/nn/functional/flash_attention.py#L664)
-
```python
paddle.nn.functional.flash_attention.flash_attn_unpadded(query, key, value, cu_seqlens_q, cu_seqlens_k,
max_seqlen_q, max_seqlen_k, scale,dropout=0.0, causal=False, return_softmax=False, fixed_seed_offset=None, rng_name='', training=True, name=None)
@@ -16,7 +13,6 @@ max_seqlen_q, max_seqlen_k, scale,dropout=0.0, causal=False, return_softmax=Fals
其中 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| flash_attn | PaddlePaddle | 备注 |
| ----------------- | ----------------- | ------------------------------------------------------------ |
| q | query | 注意力模块的 query Tensor。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.backward.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.backward.md
index fa34837d8ff..67604511377 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.backward.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.backward.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多 ] torch.Tensor.backward
-
+## [ torch 参数更多 ]torch.Tensor.backward
### [torch.Tensor.backward](https://pytorch.org/docs/stable/generated/torch.Tensor.backward.html#torch.Tensor.backward)
-
```python
torch.Tensor.backward(gradient=None, retain_graph=None, create_graph=False, inputs=None)
```
### [paddle.Tensor.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#backward-grad-tensor-none-retain-graph-false)
-
```python
paddle.Tensor.backward(grad_tensor=None, retain_graph=False)
```
@@ -15,7 +12,6 @@ paddle.Tensor.backward(grad_tensor=None, retain_graph=False)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ----------------------------------------------------------------------------------- |
| gradient | grad_tensor | 当前 Tensor 的初始梯度值。仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.bernoulli.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.bernoulli.md
index c725f2eb6f2..285d7d1d83a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.bernoulli.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.bernoulli.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多 ] torch.Tensor.bernoulli
-
+## [ torch 参数更多 ]torch.Tensor.bernoulli
### [torch.Tensor.bernoulli](https://pytorch.org/docs/stable/generated/torch.Tensor.bernoulli.html#torch.Tensor.bernoulli)
-
```python
torch.Tensor.bernoulli(p=None, *, generator=None)
```
### [paddle.bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bernoulli_cn.html#bernoulli)
-
```python
paddle.bernoulli(x, p=None, name=None)
```
@@ -16,7 +13,6 @@ Pytorch 为 Tensor 类方法，Paddle 为普通函数，另外 PyTorch 相比 Pa
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ----------------------------------------------------------------------------- |
| self | x | 伯努利参数 Tensor，将调用 torch.Tensor 类方法的 self Tensor 传入。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.bernoulli_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.bernoulli_.md
index 2416b8b1385..e0779417566 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.bernoulli_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.bernoulli_.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.Tensor.bernoulli_
-
### [torch.Tensor.bernoulli_](https://pytorch.org/docs/stable/generated/torch.Tensor.bernoulli_.html#torch.Tensor.bernoulli_)
-
```python
torch.Tensor.bernoulli_(p=0.5, *, generator=None)
```
### [paddle.Tensor.bernoulli_](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/tensor.py)
-
```python
paddle.Tensor.bernoulli_(p=0.5, name=None)
```
@@ -16,7 +13,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ----------------------------------------------------------------------------- |
| p | p | 可选，伯努利参数 p。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.cauchy_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.cauchy_.md
index e0190dbdbec..ac11a28140e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.cauchy_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.cauchy_.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.Tensor.cauchy_
-
### [torch.Tensor.cauchy_](https://pytorch.org/docs/stable/generated/torch.Tensor.cauchy_.html)
-
```python
torch.Tensor.cauchy_(median=0, sigma=1, *, generator=None)
```
### [paddle.Tensor.cauchy_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html)
-
```python
paddle.Tensor.cauchy_(loc=0, scale=1, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.cauchy_(loc=0, scale=1, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| --------- | ------------ | ------------------------------------------------------------------------------------ |
| median | loc | 柯西分布的中位数，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.exponential_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.exponential_.md
index 119ef5c5192..da1a8c7f4f0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.exponential_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.exponential_.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.Tensor.exponential\_
-
+## [ torch 参数更多 ]torch.Tensor.exponential\_
### [torch.Tensor.exponential\_](https://pytorch.org/docs/stable/generated/torch.Tensor.exponential_.html#torch.Tensor.exponential_)
-
```python
torch.Tensor.exponential_(lambd=1, *, generator=None)
```
### [paddle.Tensor.exponential\_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#exponential-lam-1-0-name-none)
-
```python
paddle.Tensor.exponential_(lam=1.0, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.exponential_(lam=1.0, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| --------- | ------------ | ----------------------------------------------------------------------------------- |
| lambd | lam | 指数分布的 λ 参数，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.geometric_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.geometric_.md
index 1722b8f9e89..aca24b534b2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.geometric_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.geometric_.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.Tensor.geometric_
-
### [torch.Tensor.geometric_](https://pytorch.org/docs/stable/generated/torch.Tensor.geometric_.html)
-
```python
torch.Tensor.geometric_(p, *, generator=None)
```
### [paddle.Tensor.geometric_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html)
-
```python
paddle.Tensor.geometric_(probs, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.geometric_(probs, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------- |
| p | probs | 每次伯努利试验中成功的概率，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.index_add.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.index_add.md
index ea6ad3dfdb8..a665b8e302f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.index_add.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.index_add.md
@@ -1,19 +1,16 @@
## [ torch 参数更多 ]torch.Tensor.index_add
### [torch.Tensor.index_add](https://pytorch.org/docs/stable/generated/torch.Tensor.index_add.html#torch.Tensor.index_add)
-
```python
torch.Tensor.index_add(dim, index, source, *, alpha=1)
```
### [paddle.Tensor.index_add]()
-
```python
paddle.Tensor.index_add(index, axis, value, name=None)
```
其中 PyTorch 与 Paddle 参数有差异，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| dim | axis | 表示进行运算的轴，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.index_add_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.index_add_.md
index 0a6541cbefc..4ffb47ccf17 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.index_add_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.index_add_.md
@@ -1,12 +1,10 @@
## [ torch 参数更多 ]torch.Tensor.index_add_
### [torch.Tensor.index_add_](https://pytorch.org/docs/stable/generated/torch.Tensor.index_add_.html#torch.Tensor.index_add_)
-
```python
torch.Tensor.index_add_(dim, index, source, *, alpha=1)
```
### [paddle.Tensor.index_add_]()
-
```python
paddle.Tensor.index_add_(index, axis, value)
```
@@ -14,7 +12,6 @@ paddle.Tensor.index_add_(index, axis, value)
其中 PyTorch 与 Paddle 参数有差异，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| dim | axis | 表示进行运算的轴，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.log_normal_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.log_normal_.md
index f4b5a0f34ec..61b4300ef5a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.log_normal_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.log_normal_.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.Tensor.log_normal_
-
### [torch.Tensor.log_normal_](https://pytorch.org/docs/stable/generated/torch.Tensor.log_normal_.html#torch-tensor-log-normal)
-
```python
torch.Tensor.log_normal_(mean=1, std=2, *, generator=None)
```
### [paddle.Tensor.log_normal_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#log_normal-mean-1-0-std-2-0-shape-none-name-none)
-
```python
paddle.Tensor.log_normal_(mean=1.0, std=2.0, name=None)
```
@@ -15,13 +12,11 @@ paddle.Tensor.log_normal_(mean=1.0, std=2.0, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ----------------------------------------------------------------------------------- |
| generator | - | 用于采样的伪随机数生成器， Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
### 转写示例
-
```python
# torch 写法
x = torch.randn(2, 3)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.nanmean.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.nanmean.md
index b3127c3dd98..eb2aefe57e9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.nanmean.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.nanmean.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.Tensor.nanmean
-
### [torch.Tensor.nanmean](https://pytorch.org/docs/stable/generated/torch.Tensor.nanmean.html?highlight=nanmean#torch.Tensor.nanmean)
-
```python
torch.Tensor.nanmean(dim=None,
keepdim=False,
@@ -9,7 +7,6 @@ torch.Tensor.nanmean(dim=None,
```
### [paddle.Tensor.nanmean](暂无对应文档)
-
```python
paddle.Tensor.nanmean(axis=None,
keepdim=False,
@@ -19,7 +16,6 @@ paddle.Tensor.nanmean(axis=None,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| dim | axis | 表示进行运算的轴，可选项，仅参数名不一致。 |
@@ -27,9 +23,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| dtype | - | 指定输出数据类型，可选项，PyTorch 默认值为 None，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### dytpe：指定数据类型
-
```python
# PyTorch 写法
x.nanmean(dim=-1, dtype=torch.float32)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.new_tensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.new_tensor.md
index 18372308fd7..7c3dcdff3b3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.new_tensor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.new_tensor.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.Tensor.new_tensor
-
+## [ torch 参数更多 ]torch.Tensor.new_tensor
### [torch.Tensor.new_tensor](https://pytorch.org/docs/stable/generated/torch.Tensor.new_tensor.html#torch-tensor-new-tensor)
-
```python
torch.Tensor.new_tensor(data, *, dtype=None, device=None, requires_grad=False)
```
### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html)
-
```python
paddle.to_tensor(data, dtype=None, place=None, stop_gradient=True)
```
@@ -15,7 +12,6 @@ paddle.to_tensor(data, dtype=None, place=None, stop_gradient=True)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------------ |
| data | data | 数据内容。 |
@@ -24,9 +20,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| requires_grad | stop_gradient | 表示是否计算梯度，两者参数功能相反，需要转写。 |
### 转写示例
-
#### dtype：数据类型
-
```python
# PyTorch 写法
y = x.new_tensor(data)
@@ -36,7 +30,6 @@ y = paddle.to_tensor(data, dtype=x.dtype)
```
#### requires_grad：是否求梯度
-
```python
# PyTorch 写法
y = x.new_tensor(data, requires_grad=True)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.numpy.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.numpy.md
index eab34d1e6ec..eb87c8bcf0c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.numpy.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.numpy.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多 ] torch.Tensor.numpy
-
+## [ torch 参数更多 ]torch.Tensor.numpy
### [torch.Tensor.numpy](https://pytorch.org/docs/stable/generated/torch.Tensor.numpy.html?highlight=numpy#torch.Tensor.numpy)
-
```python
torch.Tensor.numpy(force=False)
```
### [paddle.Tensor.numpy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#numpy)
-
```python
paddle.Tensor.numpy()
```
@@ -17,7 +14,6 @@ paddle.Tensor.numpy()
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------------------------------------- |
| force | - | 若 force 为默认，则返回的 ndarray 和 tensor 将共享它们的存储空间。Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.resize_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.resize_.md
index 8482e81baaa..ca7f969e941 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.resize_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.resize_.md
@@ -1,12 +1,11 @@
## [ torch 参数更多 ]torch.Tensor.resize_
-### [torch.Tensor.resize_](https://pytorch.org/docs/stable/generated/torch.Tensor.resize_.html)
+### [torch.Tensor.resize_](https://pytorch.org/docs/stable/generated/torch.Tensor.resize_.html)
```python
torch.Tensor.resize_(*sizes, memory_format=torch.contiguous_format)
```
### [paddle.Tensor.resize_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#resize-shape-fill-zero-false-name-none)
-
```python
paddle.Tensor.resize_(shape, fill_zero=False, name=None)
```
@@ -14,16 +13,13 @@ paddle.Tensor.resize_(shape, fill_zero=False, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| *sizes | shape | 设置的目标形状，torch 支持可变参数或 list/tuple，paddle 仅支持 list/tuple。对于可变参数的用法，需要转写。 |
| memory_format | - | 设置后的内存形式，Paddle 无此参数，暂无转写方式。 |
-| - | fill_zero | 当目标形状的元素个数大于 ``self`` 的元素个数时，是否用 0 填充新元素，若 False 则新元素的值不确定，PyTorch 无此参数，Paddle 保持默认即可。 |
-
+| - | fill_zero | 当目标形状的元素个数大于``self`` 的元素个数时，是否用 0 填充新元素，若 False 则新元素的值不确定，PyTorch 无此参数，Paddle 保持默认即可。 |
### 转写示例
-
#### *sizes: 目标形状，可变参数用法
```python
# pytorch
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.round.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.round.md
index 7ca3ed10a7c..ee78ffd35cc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.round.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.round.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.Tensor.round
-
+## [ torch 参数更多 ]torch.Tensor.round
### [torch.Tensor.round](https://pytorch.org/docs/stable/generated/torch.Tensor.round.html#torch.Tensor.round)
-
```python
torch.Tensor.round(decimals=0)
```
### [paddle.Tensor.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#round-name-none)
-
```python
paddle.Tensor.round(name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.round(name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------- | ------- |
| decimals | - | 舍入小数位数 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.round_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.round_.md
index 117a65edb6b..9ab3111b528 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.round_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.round_.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.Tensor.round_
-
+## [ torch 参数更多 ]torch.Tensor.round_
### [torch.Tensor.round_](https://pytorch.org/docs/stable/generated/torch.Tensor.round_.html#torch.Tensor.round_)
-
```python
torch.Tensor.round_(decimals=0)
```
### [paddle.Tensor.round_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#round-name-none)
-
```python
paddle.Tensor.round_(name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.round_(name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------- | ------- |
| decimals | - | 舍入小数位数 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.stft.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.stft.md
index 2e639856a78..6b2b3221282 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.stft.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.stft.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.Tensor.stft
-
+## [ torch 参数更多 ]torch.Tensor.stft
### [torch.Tensor.stft](https://pytorch.org/docs/stable/generated/torch.Tensor.stft.html#torch.Tensor.stft)
-
```python
torch.Tensor.stft(n_fft, hop_length=None, win_length=None, window=None, center=True, pad_mode='reflect', normalized=False, onesided=None, return_complex=None)
```
### [paddle.Tensor.stft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/stft_cn.html)
-
```python
paddle.Tensor.stft(n_fft, hop_length=None, win_length=None, window=None, center=True, pad_mode='reflect', normalized=False, onesided=True, name=None)
```
@@ -15,7 +12,6 @@ paddle.Tensor.stft(n_fft, hop_length=None, win_length=None, window=None, center=
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------ | ------- |
| n_fft | n_fft | 离散傅里叶变换的样本点个数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.symeig.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.symeig.md
index a2ca327c419..d43b3b5fd60 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.symeig.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.symeig.md
@@ -1,14 +1,11 @@
-## [torch 参数更多]torch.Tensor.symeig
-
+## [ torch 参数更多 ]torch.Tensor.symeig
### [torch.Tensor.symeig](https://pytorch.org/docs/stable/generated/torch.Tensor.symeig.html#torch.Tensor.symeig)
-
```python
# pytorch1.9 以上版本不支持
torch.Tensor.symeig(eigenvectors=False, upper=True)
```
### [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html)
-
```python
# eigenvectors 为 True
paddle.linalg.eigh(x, UPLO='L', name=None)
@@ -20,7 +17,6 @@ paddle.linalg.eigvalsh(x, UPLO='L', name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | ------------------------------------------------------------ |
| - | x | 表示输入的 Tensor 。 |
@@ -28,7 +24,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| upper | UPLO | 表示计算上三角或者下三角矩阵，PyTorch 取值 bool 类型，Paddle 取值 L, U。 |
### 转写示例
-
#### eigenvectors：表示是否计算特征向量
```python
# PyTorch 写法，eigenvectors 为 False
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.to_sparse_csr.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.to_sparse_csr.md
index 0d85dcda833..49d80b66923 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.to_sparse_csr.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.to_sparse_csr.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多 ] torch.Tensor.to_sparse_csr
-
+## [ torch 参数更多 ]torch.Tensor.to_sparse_csr
### [torch.Tensor.to_sparse_csr](https://pytorch.org/docs/stable/generated/torch.Tensor.to_sparse_csr.html#torch-tensor-to-sparse-csr)
-
```python
torch.Tensor.to_sparse_csr(dense_dim=None)
```
### [paddle.Tensor.to_sparse_csr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#tensor)
-
```python
paddle.Tensor.to_sparse_csr()
```
@@ -15,7 +12,6 @@ paddle.Tensor.to_sparse_csr()
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ----------------------------------------------------------------------------------- |
| dense_dim | - | 控制稀疏 CSR 张量中稠密部分的维度， Paddle 无此参数，暂无转写方式。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.type.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.type.md
index a1024ed29c9..e7cb5a0573a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.type.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.type.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.Tensor.type
-
+## [ torch 参数更多 ]torch.Tensor.type
### [torch.Tensor.type](https://pytorch.org/docs/stable/generated/torch.Tensor.type.html#torch.Tensor.type)
-
```python
torch.Tensor.type(dtype=None, non_blocking=False, **kwargs)
```
### [paddle.Tensor.astype](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#astype-dtype)
-
```python
paddle.Tensor.astype(dtype)
```
@@ -15,7 +12,6 @@ paddle.Tensor.astype(dtype)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | ------------------------------------------------------------ |
| dtype | dtype | 转换后的 dtype。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.unique.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.unique.md
index b68477f8981..4087741a671 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.unique.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.Tensor.unique.md
@@ -1,12 +1,10 @@
-## [torch 参数更多] torch.Tensor.unique
+## [ torch 参数更多 ]torch.Tensor.unique
### [torch.Tensor.unique](https://pytorch.org/docs/stable/generated/torch.Tensor.unique.html?highlight=unique#torch.Tensor.unique)
-
```python
torch.Tensor.unique(sorted=True, return_inverse=False, return_counts=False, dim=None)
```
### [paddle.Tensor.unique](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/Tensor_cn.html#unique-return-index-false-return-inverse-false-return-counts-false-axis-none-dtype-int64-name-none)
-
```python
paddle.Tensor.unique(return_index=False, return_inverse=False, return_counts=False, axis=None, dtype='int64', name=None)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.abs.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.abs.md
index 092844393c7..ddb99d786c2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.abs.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.abs.md
@@ -1,7 +1,5 @@
-## [torch 参数更多 ]torch.abs
-
+## [ torch 参数更多 ]torch.abs
### [torch.abs](https://pytorch.org/docs/stable/generated/torch.abs.html?highlight=abs#torch.abs)
-
```python
torch.abs(input,
*,
@@ -9,7 +7,6 @@ torch.abs(input,
```
### [paddle.abs](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/abs_cn.html#abs)
-
```python
paddle.abs(x,
name=None)
@@ -18,7 +15,6 @@ paddle.abs(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor ，仅参数名不一致。 |
@@ -26,7 +22,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 转写示例
-
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.acos.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.acos.md
index 8f8b2e2ac2a..558a7e89e61 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.acos.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.acos.md
@@ -1,7 +1,5 @@
-## [torch 参数更多 ]torch.acos
-
+## [ torch 参数更多 ]torch.acos
### [torch.acos](https://pytorch.org/docs/stable/generated/torch.acos.html?highlight=acos#torch.acos)
-
```python
torch.acos(input,
*,
@@ -9,7 +7,6 @@ torch.acos(input,
```
### [paddle.acos](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acos_cn.html#acos)
-
```python
paddle.acos(x,
name=None)
@@ -18,16 +15,13 @@ paddle.acos(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -------------------------------------------------------- |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.acos(torch.tensor([0.3348, -0.5889]), out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.acosh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.acosh.md
index 23c1fb96dfa..44d2bcfc36d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.acosh.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.acosh.md
@@ -1,7 +1,5 @@
-## [torch 参数更多 ]torch.acosh
-
+## [ torch 参数更多 ]torch.acosh
### [torch.acosh](https://pytorch.org/docs/stable/generated/torch.acosh.html?highlight=acosh#torch.acosh)
-
```python
torch.acosh(input,
*,
@@ -9,7 +7,6 @@ torch.acosh(input,
```
### [paddle.acosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/acosh_cn.html#acos)
-
```python
paddle.acosh(x,
name=None)
@@ -18,7 +15,6 @@ paddle.acosh(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------------- |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -26,9 +22,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.acosh(torch.tensor([1.3192, 1.9915]), out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.addmm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.addmm.md
index da5dd88cc3a..81b487f0904 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.addmm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.addmm.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多]torch.addmm
-
+## [ torch 参数更多 ]torch.addmm
### [torch.addmm](https://pytorch.org/docs/stable/generated/torch.addmm.html?highlight=addmm#torch.addmm)
-
```python
torch.addmm(input,mat1,mat2,*,beta=1,alpha=1,out=None)
```
### [paddle.addmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/addmm_cn.html)
-
```python
paddle.addmm(input,x,y,alpha=1.0,beta=1.0,name=None)
```
@@ -15,7 +12,6 @@ paddle.addmm(input,x,y,alpha=1.0,beta=1.0,name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------- | ------- |
| input | input | 表示输入的 Tensor 。 |
@@ -26,9 +22,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out: 输出的 Tensor
-
```python
# PyTorch 写法
torch.addmm(input,x,y,beta,alpha,out=output)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.amp.autocast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.amp.autocast.md
index 21a431eaebe..c446841c6af 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.amp.autocast.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.amp.autocast.md
@@ -1,7 +1,5 @@
-## [ torch 参数更多 ] torch.amp.autocast
-
+## [ torch 参数更多 ]torch.amp.autocast
### [torch.amp.autocast](https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.autocast)
-
```python
torch.amp.autocast(device_type,
dtype=None,
@@ -10,7 +8,6 @@ torch.amp.autocast(device_type,
```
### [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html#auto-cast)
-
```python
paddle.amp.auto_cast(enable=True,
custom_white_list=None,
@@ -23,7 +20,6 @@ paddle.amp.auto_cast(enable=True,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------ | ------------------------------------------------------------ |
| device_type | - | 指定设备类型,Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.angle.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.angle.md
index 914d48185f8..7f01712162c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.angle.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.angle.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.angle
-
### [torch.angle](https://pytorch.org/docs/stable/generated/torch.angle.html)
-
```python
torch.angle(input, *, out=None)
```
### [paddle.angle](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/angle_cn.html#angle)
-
```python
paddle.angle(x, name=None)
```
@@ -15,16 +12,13 @@ paddle.angle(x, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -- |
| input | x | 输入 Tensor，仅参数名不一致。 |
| out | - | 输出 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out： 指定输出
-
```python
# PyTorch 写法
torch.angle(x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.asin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.asin.md
index c7134ea904e..3feeb140517 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.asin.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.asin.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.asin
+## [ torch 参数更多 ]torch.asin
### [torch.asin](https://pytorch.org/docs/stable/generated/torch.asin.html#torch.asin)
-
```python
torch.asin(input,
*,
@@ -8,7 +7,6 @@ torch.asin(input,
```
### [paddle.asin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asin_cn.html#asin)
-
```python
paddle.asin(x,
name=None)
@@ -16,7 +14,6 @@ paddle.asin(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.asinh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.asinh.md
index b0245921ffd..764f3736c26 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.asinh.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.asinh.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.asinh
+## [ torch 参数更多 ]torch.asinh
### [torch.asinh](https://pytorch.org/docs/stable/generated/torch.asinh.html#torch.asinh)
-
```python
torch.asinh(input,
*,
@@ -8,7 +7,6 @@ torch.asinh(input,
```
### [paddle.asinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/asinh_cn.html)
-
```python
paddle.asinh(x,
name=None)
@@ -16,7 +14,6 @@ paddle.asinh(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.atan.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.atan.md
index 973bf93c745..1c5a5db638d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.atan.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.atan.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.atan
+## [ torch 参数更多 ]torch.atan
### [torch.atan](https://pytorch.org/docs/stable/generated/torch.atan.html#torch.atan)
-
```python
torch.atan(input,
*,
@@ -8,7 +7,6 @@ torch.atan(input,
```
### [paddle.atan](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan_cn.html#atan)
-
```python
paddle.atan(x,
name=None)
@@ -17,7 +15,6 @@ paddle.atan(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.atan2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.atan2.md
index f8abef48d5f..3e257ced49f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.atan2.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.atan2.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.atan2
+## [ torch 参数更多 ]torch.atan2
### [torch.atan2](https://pytorch.org/docs/stable/generated/torch.atan2.html#torch.atan2)
-
```python
torch.atan2(input,
other,
@@ -9,7 +8,6 @@ torch.atan2(input,
```
### [paddle.atan2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atan2_cn.html)
-
```python
paddle.atan2(x,
y,
@@ -19,7 +17,6 @@ paddle.atan2(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.atanh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.atanh.md
index d4db65457b1..824c279bc0c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.atanh.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.atanh.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.atanh
+## [ torch 参数更多 ]torch.atanh
### [torch.atanh](https://pytorch.org/docs/stable/generated/torch.atanh.html#torch.atanh)
-
```python
torch.atanh(input,
*,
@@ -8,7 +7,6 @@ torch.atanh(input,
```
### [paddle.atanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/atanh_cn.html)
-
```python
paddle.atanh(x,
name=None)
@@ -17,7 +15,6 @@ paddle.atanh(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autocast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autocast.md
index 0868b0e5375..2e9e8a04223 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autocast.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autocast.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.autocast
-
+## [ torch 参数更多 ]torch.autocast
### [torch.autocast](https://pytorch.org/docs/stable/amp.html?highlight=autocast#torch.autocast)
-
```python
torch.autocast(device_type, dtype=None, enabled=True, cache_enabled=None)
```
### [paddle.amp.auto_cast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/amp/auto_cast_cn.html)
-
```python
paddle.amp.auto_cast(enable=True, custom_white_list=None, custom_black_list=None, level='O1', dtype='float16', use_promote=True)
```
@@ -15,7 +12,6 @@ paddle.amp.auto_cast(enable=True, custom_white_list=None, custom_black_list=None
其中 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ----------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| device_type | - | 设备类型，Paddle 不区分设备，可直接删除。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.backward.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.backward.md
index f961b9e7c90..6f273898725 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.backward.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.backward.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.autograd.backward
-
+## [ torch 参数更多 ]torch.autograd.backward
### [torch.autograd.backward](https://pytorch.org/docs/stable/generated/torch.autograd.backward.html#torch.autograd.backward)
-
```python
torch.autograd.backward(tensors, grad_tensors=None, retain_graph=None, create_graph=False, grad_variables=None, inputs=None)
```
### [paddle.autograd.backward](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/autograd/backward_cn.html)
-
```python
paddle.autograd.backward(tensors, grad_tensors=None, retain_graph=False)
```
@@ -15,7 +12,6 @@ paddle.autograd.backward(tensors, grad_tensors=None, retain_graph=False)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------------- | ------------ | ------------------------------------- |
| tensors | tensors | 将要计算梯度的 Tensors 列表。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.functional.hessian.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.functional.hessian.md
index 255e0af87c2..b3cca7de240 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.functional.hessian.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.functional.hessian.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.autograd.functional.hessian
-
+## [ torch 参数更多 ]torch.autograd.functional.hessian
### [torch.autograd.functional.hessian](https://pytorch.org/docs/stable/generated/torch.autograd.functional.hessian.html#torch.autograd.functional.hessian)
-
```python
torch.autograd.functional.hessian(func, inputs, create_graph=False, strict=False, vectorize=False, outer_jacobian_strategy='reverse-mode')
```
### [paddle.incubate.autograd.Hessian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/Hessian_cn.html)
-
```python
paddle.incubate.autograd.Hessian(func, xs, is_batched=False)
```
@@ -15,7 +12,6 @@ paddle.incubate.autograd.Hessian(func, xs, is_batched=False)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------- | ------------ | ------------------------------------------------------------------- |
| func | func | Python 函数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.functional.jacobian.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.functional.jacobian.md
index 4db0c7c6fea..048e7942587 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.functional.jacobian.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.functional.jacobian.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.autograd.functional.jacobian
-
+## [ torch 参数更多 ]torch.autograd.functional.jacobian
### [torch.autograd.functional.jacobian](https://pytorch.org/docs/stable/generated/torch.autograd.functional.jacobian.html#torch.autograd.functional.jacobian)
-
```python
torch.autograd.functional.jacobian(func, inputs, create_graph=False, strict=False, vectorize=False, strategy='reverse-mode')
```
### [paddle.incubate.autograd.Jacobian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/Jacobian_cn.html)
-
```python
paddle.incubate.autograd.Jacobian(func, xs, is_batched=False)
```
@@ -15,7 +12,6 @@ paddle.incubate.autograd.Jacobian(func, xs, is_batched=False)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | ------------------------------------------------------------------- |
| func | func | Python 函数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.functional.jvp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.functional.jvp.md
index dcb94477a48..4e6a584f76c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.functional.jvp.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.functional.jvp.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.autograd.functional.jvp
-
+## [ torch 参数更多 ]torch.autograd.functional.jvp
### [torch.autograd.functional.jvp](https://pytorch.org/docs/stable/generated/torch.autograd.functional.jvp.html#torch.autograd.functional.jvp)
-
```python
torch.autograd.functional.jvp(func, inputs, v=None, create_graph=False, strict=False)
```
### [paddle.incubate.autograd.jvp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/jvp_cn.html)
-
```python
paddle.incubate.autograd.jvp(func, xs, v=None)
```
@@ -15,7 +12,6 @@ paddle.incubate.autograd.jvp(func, xs, v=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | ------------------------------------------------------------------- |
| func | func | Python 函数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.functional.vjp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.functional.vjp.md
index 82b105d884e..e3b7942b004 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.functional.vjp.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.functional.vjp.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.autograd.functional.vjp
-
+## [ torch 参数更多 ]torch.autograd.functional.vjp
### [torch.autograd.functional.vjp](https://pytorch.org/docs/stable/generated/torch.autograd.functional.vjp.html#torch.autograd.functional.vjp)
-
```python
torch.autograd.functional.vjp(func, inputs, v=None, create_graph=False, strict=False)
```
### [paddle.incubate.autograd.vjp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/incubate/autograd/vjp_cn.html)
-
```python
paddle.incubate.autograd.vjp(func, xs, v=None)
```
@@ -15,7 +12,6 @@ paddle.incubate.autograd.vjp(func, xs, v=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | ------------------------------------------------------------------- |
| func | func | Python 函数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.grad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.grad.md
index 0fe5fcbe8ed..f726421e1e9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.grad.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.autograd.grad.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.autograd.grad
-
+## [ torch 参数更多 ]torch.autograd.grad
### [torch.autograd.grad](https://pytorch.org/docs/stable/generated/torch.autograd.grad.html#torch.autograd.grad)
-
```python
torch.autograd.grad(outputs, inputs, grad_outputs=None, retain_graph=None, create_graph=False, only_inputs=True, allow_unused=False, is_grads_batched=False, materialize_grads=False)
```
### [paddle.grad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/grad_cn.html)
-
```python
paddle.grad(outputs, inputs, grad_outputs=None, retain_graph=None, create_graph=False, only_inputs=True, allow_unused=False, no_grad_vars=None)
```
@@ -15,7 +12,6 @@ paddle.grad(outputs, inputs, grad_outputs=None, retain_graph=None, create_graph=
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------------- | ------------ | ------------------------------------------------------------ |
| outputs | outputs | 用于计算梯度的图的输出变量。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.baddbmm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.baddbmm.md
index 51d2e738ae2..313832cef21 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.baddbmm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.baddbmm.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多]torch.baddbmm
-
+## [ torch 参数更多 ]torch.baddbmm
### [torch.baddbmm](https://pytorch.org/docs/stable/generated/torch.baddbmm.html?highlight=baddbmm#torch.baddbmm)
-
```python
torch.baddbmm(input, batch1, batch2, beta=1, alpha=1, out=None)
```
### [paddle.baddbmm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/baddbmm_cn.html)
-
```python
paddle.baddbmm(input, x, y, alpha=1.0, beta=1.0, name=None)
```
@@ -15,7 +12,6 @@ paddle.baddbmm(input, x, y, alpha=1.0, beta=1.0, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------- | ------- |
| input | input | 表示输入的 Tensor 。 |
@@ -26,9 +22,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out: 输出的 Tensor
-
```python
# PyTorch 写法
torch.baddbmm(input, batch1, batch2, beta, alpha, out=output)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.bernoulli.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.bernoulli.md
index 5558b506f73..0ee3f076600 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.bernoulli.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.bernoulli.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.bernoulli
-
### [torch.bernoulli](https://pytorch.org/docs/stable/generated/torch.bernoulli.html#torch.bernoulli)
-
```python
torch.bernoulli(input,
p=None,
@@ -11,7 +9,6 @@ torch.bernoulli(input,
```
### [paddle.bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bernoulli_cn.html)
-
```python
paddle.bernoulli(x,
p=None,
@@ -21,7 +18,6 @@ paddle.bernoulli(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 伯努利参数 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.blackman_window.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.blackman_window.md
index 4c3a7f76291..f07cc5eb09f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.blackman_window.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.blackman_window.md
@@ -1,20 +1,16 @@
-## [ torch 参数更多 ] torch.blackman_window
-
+## [ torch 参数更多 ]torch.blackman_window
### [torch.blackman_window](https://pytorch.org/docs/stable/generated/torch.blackman_window.html)
-
```python
torch.blackman_window(window_length, periodic=True, *, dtype=None, layout=torch.strided, device=None, requires_grad=False)
```
### [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window)
-
```python
paddle.audio.functional.get_window(window, win_length, fftbins=True, dtype='float64')
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | window | 窗函数类型，Pytorch 无此参数，Paddle 需设置为 `blackman`。 |
@@ -26,7 +22,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| requires_grad | - | 表示是否计算梯度， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### window：窗函数类型
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.bucketize.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.bucketize.md
index 96a1b212741..c7c9d67d57c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.bucketize.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.bucketize.md
@@ -1,19 +1,16 @@
-## [torch 参数更多 ] torch.bucketize
+## [ torch 参数更多 ]torch.bucketize
### [torch.bucketize](https://pytorch.org/docs/stable/generated/torch.bucketize.html#torch.bucketize)
-
```python
torch.bucketize(input, boundaries, *, out_int32=False, right=False, out=None)
```
### [paddle.bucketize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bucketize_cn.html#paddle-bucketize)
-
```python
paddle.bucketize(x, sorted_sequence, out_int32=False, right=False, name=None)
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input| x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cholesky.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cholesky.md
index d5ed69506f4..b61b882922a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cholesky.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cholesky.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多]torch.cholesky
-
+## [ torch 参数更多 ]torch.cholesky
### [torch.cholesky](https://pytorch.org/docs/stable/generated/torch.cholesky.html?highlight=cholesky#torch.cholesky)
-
```python
torch.cholesky(input,upper=False,*,out=None)
```
### [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html)
-
```python
paddle.linalg.cholesky(x,upper=False,name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.cholesky(x,upper=False,name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------- | ------- |
| input | x | 表示输入参数为多维 Tensor ，它的维度应该为 [*, M, N]，其中*为零或更大的批次尺寸，并且最里面的两个维度上的矩阵都应为对称的正定矩阵，仅参数名不一致。 |
@@ -23,9 +19,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：输出的 Tensor
-
```python
# PyTorch 写法
torch.cholesky(x, upper=False, out=output)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cholesky_inverse.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cholesky_inverse.md
index b0f37cf1439..8945f9b625a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cholesky_inverse.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cholesky_inverse.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.cholesky_inverse
-
### [torch.cholesky_inverse](https://pytorch.org/docs/stable/generated/torch.cholesky_inverse.html?highlight=cholesky_inverse#torch.cholesky_inverse)
-
```python
torch.cholesky_inverse(input, upper=False, out=None)
```
### [paddle.linalg.cholesky_inverse](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_inverse_cn.html#cholesky-inverse)
-
```python
paddle.linalg.cholesky_inverse(x, upper=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.cholesky_inverse(x, upper=False, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -23,7 +19,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
```python
# PyTorch 写法
torch.cholesky_inverse(input, out=output)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.clamp_max.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.clamp_max.md
index 9fd7f9b07f9..cae83012915 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.clamp_max.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.clamp_max.md
@@ -1,6 +1,6 @@
## [ torch 参数更多 ]torch.clamp_max
-### [torch.clamp_max]()
+### [torch.clamp_max]()
```python
torch.clamp_max(input,
max=None,
@@ -9,7 +9,6 @@ torch.clamp_max(input,
```
### [paddle.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clip_cn.html#clip)
-
```python
paddle.clip(x,
min=None,
@@ -19,7 +18,6 @@ paddle.clip(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.clamp_min.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.clamp_min.md
index ec4594608b5..56f4411cee6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.clamp_min.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.clamp_min.md
@@ -1,6 +1,6 @@
## [ torch 参数更多 ]torch.clamp_min
-### [torch.clamp_min]()
+### [torch.clamp_min]()
```python
torch.clamp_min(input,
min=None,
@@ -9,7 +9,6 @@ torch.clamp_min(input,
```
### [paddle.clip](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clip_cn.html#clip)
-
```python
paddle.clip(x,
min=None,
@@ -19,7 +18,6 @@ paddle.clip(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.clone.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.clone.md
index 2001d177b65..380503e28e3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.clone.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.clone.md
@@ -1,7 +1,5 @@
-## [torch 参数更多 ]torch.clone
-
+## [ torch 参数更多 ]torch.clone
### [torch.clone](https://pytorch.org/docs/stable/generated/torch.clone.html?highlight=clone#torch.clone)
-
```python
torch.clone(input,
*,
@@ -9,7 +7,6 @@ torch.clone(input,
```
### [paddle.clone](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/clone_cn.html#clone)
-
```python
paddle.clone(x,
name=None)
@@ -18,7 +15,6 @@ paddle.clone(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.column_stack.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.column_stack.md
index 777c2f06c2d..cec45b37644 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.column_stack.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.column_stack.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.column_stack
-
### [torch.column_stack](https://pytorch.org/docs/stable/generated/torch.column_stack.html#torch.column_stack)
-
```python
torch.column_stack(tensors, *, out=None)
```
### [paddle.column_stack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/column_stack_cn.html)
-
```python
paddle.column_stack(x, name=None)
```
@@ -15,7 +12,6 @@ paddle.column_stack(x, name=None)
其中 Paddle 相比 PyTorch 仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| tensors | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.conj_physical.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.conj_physical.md
index c7eddfef306..2096cbd40e0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.conj_physical.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.conj_physical.md
@@ -1,12 +1,11 @@
-## [ torch 参数更多]torch.conj_physical
-### [torch.conj_physical](https://pytorch.org/docs/stable/generated/torch.conj_physical.html#torch.conj_physical)
+## [ torch 参数更多 ]torch.conj_physical
+### [torch.conj_physical](https://pytorch.org/docs/stable/generated/torch.conj_physical.html#torch.conj_physical)
```python
torch.conj_physical(input, *, out=None)
```
### [paddle.conj](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/conj_cn.html#conj)
-
```python
paddle.conj(x,
name=None)
@@ -14,7 +13,6 @@ paddle.conj(x,
PyTorch 参数更多，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.copysign.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.copysign.md
index 03f2b9611a8..d705b123189 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.copysign.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.copysign.md
@@ -1,6 +1,6 @@
## [ torch 参数更多 ]torch.copysign
-### [torch.copysign](https://pytorch.org/docs/stable/generated/torch.copysign.html#torch.copysign)
+### [torch.copysign](https://pytorch.org/docs/stable/generated/torch.copysign.html#torch.copysign)
```python
torch.copysign(input,
other,
@@ -9,14 +9,13 @@ torch.copysign(input,
```
### [paddle.copysign](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/copysign_cn.html#copysign)
-
```python
paddle.copysign(x, y)
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
-### 参数映射
+### 参数映射
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的第一个张量，表示输出的大小，仅参数名不一致。 |
@@ -24,7 +23,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cosh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cosh.md
index 84cb7000349..be699681f92 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cosh.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cosh.md
@@ -1,6 +1,6 @@
## [ torch 参数更多 ]torch.cosh
-### [torch.cosh](https://pytorch.org/docs/stable/generated/torch.cosh.html#torch.cosh)
+### [torch.cosh](https://pytorch.org/docs/stable/generated/torch.cosh.html#torch.cosh)
```python
torch.cosh(input,
*,
@@ -8,7 +8,6 @@ torch.cosh(input,
```
### [paddle.cosh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cosh_cn.html#cosh)
-
```python
paddle.cosh(x,
name=None)
@@ -16,7 +15,6 @@ paddle.cosh(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cross.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cross.md
index d899de4fde6..56e5597aaab 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cross.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cross.md
@@ -1,7 +1,5 @@
-## [torch 参数更多 ]torch.cross
-
+## [ torch 参数更多 ]torch.cross
### [torch.cross](https://pytorch.org/docs/stable/generated/torch.cross.html?highlight=cross#torch.cross)
-
```python
torch.cross(input,
other,
@@ -11,7 +9,6 @@ torch.cross(input,
```
### [paddle.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cross_cn.html#cross)
-
```python
paddle.cross(x,
y,
@@ -22,7 +19,6 @@ paddle.cross(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cuda.comm.broadcast.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cuda.comm.broadcast.md
index 8df2d807489..8f3dcc57185 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cuda.comm.broadcast.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cuda.comm.broadcast.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.cuda.comm.broadcast
-
+## [ torch 参数更多 ]torch.cuda.comm.broadcast
### [torch.cuda.comm.broadcast](https://pytorch.org/docs/stable/generated/torch.cuda.comm.broadcast.html#torch.cuda.comm.broadcast)
-
```python
torch.cuda.comm.broadcast(tensor, devices=None, *, out=None)
```
### [paddle.distributed.broadcast](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/broadcast_cn.html)
-
```python
paddle.distributed.broadcast(tensor, src, group=None, sync_op=True)
```
@@ -15,7 +12,6 @@ paddle.distributed.broadcast(tensor, src, group=None, sync_op=True)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------ |
| tensor | tensor | 在目标进程上为待广播的 tensor，在其他进程上为用于接收广播结果的 tensor。 |
@@ -25,7 +21,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| - | sync_op | 该操作是否为同步操作。默认为 True，即同步操作。PyTorch 无此参数，Paddle 保持默认即可。 |
### 转写示例
-
#### out 参数：指定输出
``` python
# PyTorch 写法:
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cummax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cummax.md
index eaec3b541ad..913d6dfa75f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cummax.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cummax.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.cummax
-
### [torch.cummax](https://pytorch.org/docs/stable/generated/torch.cummax.html?highlight=cummax#torch.cummax)
-
```python
torch.cummax(input,
dim,
@@ -10,7 +8,6 @@ torch.cummax(input,
```
### [paddle.cummax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cummax_cn.html#cummax)
-
```python
paddle.cummax(x,
axis=None,
@@ -21,7 +18,6 @@ paddle.cummax(x,
两者功能一致，torch 参数更多，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
@@ -31,7 +27,6 @@ paddle.cummax(x,
### 转写示例
#### out：指定输出
-
```python
# PyTorch 写法
torch.cummax(x,1, out=(values, indices))
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cummin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cummin.md
index 0542cb71299..2862a77518d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cummin.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cummin.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.cummin
-
### [torch.cummin](https://pytorch.org/docs/stable/generated/torch.cummin.html)
-
```python
torch.cummin(input,
dim,
@@ -10,7 +8,6 @@ torch.cummin(input,
```
### [paddle.cummin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cummin_cn.html)
-
```python
paddle.cummin(x,
axis=None,
@@ -21,7 +18,6 @@ paddle.cummin(x,
两者功能一致，torch 参数更多，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
@@ -31,7 +27,6 @@ paddle.cummin(x,
### 转写示例
#### out：指定输出
-
```python
# PyTorch 写法
torch.cummin(x,1, out=(values, indices))
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cumprod.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cumprod.md
index 915e24c0649..f021a9e381c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cumprod.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cumprod.md
@@ -1,7 +1,5 @@
-## [torch 参数更多 ]torch.cumprod
-
+## [ torch 参数更多 ]torch.cumprod
### [torch.cumprod](https://pytorch.org/docs/stable/generated/torch.cumprod.html?highlight=cumprod#torch.cumprod)
-
```python
torch.cumprod(input,
dim,
@@ -11,7 +9,6 @@ torch.cumprod(input,
```
### [paddle.cumprod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cumprod_cn.html#cumprod)
-
```python
paddle.cumprod(x,
dim=None,
@@ -22,7 +19,6 @@ paddle.cumprod(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------|
| input | x | 输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.deg2rad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.deg2rad.md
index 82a15bb8ff9..225b4432837 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.deg2rad.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.deg2rad.md
@@ -1,6 +1,6 @@
## [ torch 参数更多 ]torch.deg2rad
-### [torch.deg2rad](https://pytorch.org/docs/stable/generated/torch.deg2rad.html#torch-deg2rad)
+### [torch.deg2rad](https://pytorch.org/docs/stable/generated/torch.deg2rad.html#torch-deg2rad)
```python
torch.deg2rad(input,
*,
@@ -8,7 +8,6 @@ torch.deg2rad(input,
```
### [paddle.deg2rad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/deg2rad_cn.html#paddle.deg2rad)
-
```python
paddle.deg2rad(x,
name=None)
@@ -16,7 +15,6 @@ paddle.deg2rad(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.diag.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.diag.md
index a46de2b69ba..2f333476b6d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.diag.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.diag.md
@@ -1,6 +1,6 @@
-## [torch 参数更多 ]torch.diag
-### [torch.diag](https://pytorch.org/docs/stable/generated/torch.diag.html?highlight=diag#torch.diag)
+## [ torch 参数更多 ]torch.diag
+### [torch.diag](https://pytorch.org/docs/stable/generated/torch.diag.html?highlight=diag#torch.diag)
```python
torch.diag(input,
diagonal=0,
@@ -9,7 +9,6 @@ torch.diag(input,
```
### [paddle.diag](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/diag_cn.html)
-
```python
paddle.diag(x,
offset=0,
@@ -20,7 +19,6 @@ paddle.diag(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.P2POp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.P2POp.md
index a25fb608ff5..ba4cfb271c2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.P2POp.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.P2POp.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributed.P2POp
-
+## [ torch 参数更多 ]torch.distributed.P2POp
### [torch.distributed.P2POp](https://pytorch.org/docs/stable/distributed.html#torch.distributed.P2POp)
-
```python
torch.distributed.P2POp(op, tensor, peer, group=None, tag=0)
```
### [paddle.distributed.P2POp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/Overview_cn.html#paddle-distributed)
-
```python
paddle.distributed.P2POp(op, tensor, peer, group=None)
```
@@ -15,7 +12,6 @@ paddle.distributed.P2POp(op, tensor, peer, group=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | --------------- | ----------------------------------------------------------------- |
| op | op | 表示操作类型。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.ReduceOp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.ReduceOp.md
index 975d7b63d6e..4680705595e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.ReduceOp.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.ReduceOp.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributed.ReduceOp
-
+## [ torch 参数更多 ]torch.distributed.ReduceOp
### [torch.distributed.ReduceOp](https://pytorch.org/docs/stable/distributed.html?highlight=torch+distributed+reduceop#torch.distributed.ReduceOp)
-
```python
torch.distributed.ReduceOp
```
### [paddle.distributed.ReduceOp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/ReduceOp_cn.html)
-
```python
paddle.distributed.ReduceOp
```
@@ -17,7 +14,6 @@ paddle.distributed.ReduceOp
其中，规约操作对应如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---- | ---- | --- |
| SUM | SUM | |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.barrier.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.barrier.md
index 0141858022b..4086edef5fe 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.barrier.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.barrier.md
@@ -1,12 +1,11 @@
-## [ torch 参数更多 ] torch.distributed.barrier
-### [torch.distributed.barrier](https://pytorch.org/docs/stable/distributed.html?highlight=barrier#torch.distributed.barrier)
+## [ torch 参数更多 ]torch.distributed.barrier
+### [torch.distributed.barrier](https://pytorch.org/docs/stable/distributed.html?highlight=barrier#torch.distributed.barrier)
```python
torch.distributed.barrier(group=None, async_op=False, device_ids=None)
```
### [paddle.distributed.barrier](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/barrier_cn.html)
-
```python
paddle.distributed.barrier(group=None)
```
@@ -14,7 +13,6 @@ paddle.distributed.barrier(group=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------|
| group | group | 进程组编号。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.broadcast_object_list.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.broadcast_object_list.md
index 33dbb6b7421..1a5a6b63140 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.broadcast_object_list.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.broadcast_object_list.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributed.broadcast_object_list
-
+## [ torch 参数更多 ]torch.distributed.broadcast_object_list
### [torch.distributed.broadcast_object_list](https://pytorch.org/docs/stable/distributed.html?highlight=broadcast_object_list#torch.distributed.broadcast_object_list)
-
```python
torch.distributed.broadcast_object_list(object_list, src=0, group=None, device=None)
```
### [paddle.distributed.broadcast_object_list](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/broadcast_object_list_cn.html)
-
```python
paddle.distributed.broadcast_object_list(object_list, src, group=None)
```
@@ -15,7 +12,6 @@ paddle.distributed.broadcast_object_list(object_list, src, group=None)
其中 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | --------------- | ----------------------------------------------------------------- |
| object_list | object_list | 表示在目标进程上为待广播的 object 列表，在其他进程上为用于接收广播结果的 object 列表。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.init_process_group.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.init_process_group.md
index 4acdd13c9f3..50d4f721223 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.init_process_group.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.init_process_group.md
@@ -1,12 +1,10 @@
-## [ torch 参数更多 ] torch.distributed.init_process_group
+## [ torch 参数更多 ]torch.distributed.init_process_group
### [torch.distributed.init_process_group](https://pytorch.org/docs/stable/distributed.html?highlight=init_process#torch.distributed.init_process_group)
-
```python
torch.distributed.init_process_group(backend='nccl', init_method=None, timeout=datetime.timedelta(seconds=1800), world_size=-1, rank=-1, store=None, group_name='', pg_options=None)
```
### [paddle.distributed.init_parallel_env](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/init_parallel_env_cn.html)
-
```python
paddle.distributed.init_parallel_env()
```
@@ -14,7 +12,6 @@ paddle.distributed.init_parallel_env()
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| backend | - | backend 配置，paddle 无此参数，暂无转写方式。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.irecv.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.irecv.md
index 2ccfb96bf0a..db61ddc4e31 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.irecv.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.irecv.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributed.irecv
-
+## [ torch 参数更多 ]torch.distributed.irecv
### [torch.distributed.irecv](https://pytorch.org/docs/stable/distributed.html?highlight=send#torch.distributed.irecv)
-
```python
torch.distributed.irecv(tensor, src=None, group=None, tag=0)
```
### [paddle.distributed.irecv](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/irecv_cn.html)
-
```python
paddle.distributed.irecv(tensor, src=0, group=None)
```
@@ -15,7 +12,6 @@ paddle.distributed.irecv(tensor, src=0, group=None)
其中 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | --------------- | ----------------------------------------------------------------- |
| tensor | tensor | 表示用于接收数据的 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.isend.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.isend.md
index e5b5cbcabac..fb06a3cb4a6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.isend.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.isend.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributed.isend
-
+## [ torch 参数更多 ]torch.distributed.isend
### [torch.distributed.isend](https://pytorch.org/docs/stable/distributed.html#torch.distributed.isend)
-
```python
torch.distributed.isend(tensor, dst, group=None, tag=0)
```
### [paddle.distributed.isend](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distributed/isend_cn.html)
-
```python
paddle.distributed.isend(tensor, dst=0, group=None)
```
@@ -15,7 +12,6 @@ paddle.distributed.isend(tensor, dst=0, group=None)
其中 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | --------------- | ----------------------------------------------------------------- |
| tensor | tensor | 表示待发送的 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.monitored_barrier.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.monitored_barrier.md
index 12de62e200b..7e91b8cc46a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.monitored_barrier.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.monitored_barrier.md
@@ -1,12 +1,10 @@
-## [ torch 参数更多 ] torch.distributed.monitored_barrier
+## [ torch 参数更多 ]torch.distributed.monitored_barrier
### [torch.distributed.monitored_barrier](https://pytorch.org/docs/stable/distributed.html#torch.distributed.monitored_barrier)
-
```python
torch.distributed.monitored_barrier(group=None, timeout=None, wait_all_ranks=False)
```
### [paddle.distributed.barrier](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/barrier_cn.html)
-
```python
paddle.distributed.barrier(group=None)
```
@@ -14,7 +12,6 @@ paddle.distributed.barrier(group=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------|
| group | group | 进程组编号。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.new_group.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.new_group.md
index 768cf5189e2..221ab964942 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.new_group.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.new_group.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributed.new_group
-
+## [ torch 参数更多 ]torch.distributed.new_group
### [torch.distributed.new_group](https://pytorch.org/docs/stable/distributed.html#torch.distributed.new_group)
-
```python
torch.distributed.new_group(ranks=None, timeout=datetime.timedelta(seconds=1800), backend=None, pg_options=None)
```
### [paddle.distributed.new_group](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/new_group_cn.html)
-
```python
paddle.distributed.new_group(ranks=None, backend=None)
```
@@ -15,7 +12,6 @@ paddle.distributed.new_group(ranks=None, backend=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------ | ----------------------------------------- |
| ranks | ranks | 用于新建通信组的全局 rank 列表。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.recv.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.recv.md
index a629bf3263c..262df8497cf 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.recv.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.recv.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributed.recv
-
+## [ torch 参数更多 ]torch.distributed.recv
### [torch.distributed.recv](https://pytorch.org/docs/stable/distributed.html#torch.distributed.recv)
-
```python
torch.distributed.recv(tensor, src=None, group=None, tag=0)
```
### [paddle.distributed.recv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/recv_cn.html)
-
```python
paddle.distributed.recv(tensor, src=0, group=None, sync_op=True)
```
@@ -15,7 +12,6 @@ paddle.distributed.recv(tensor, src=0, group=None, sync_op=True)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | --------------- | ----------------------------------------------------------------- |
| tensor | tensor | 表示用于接收数据的 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.rpc.init_rpc.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.rpc.init_rpc.md
index 67615e86135..f21bbb5f10a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.rpc.init_rpc.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.rpc.init_rpc.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.distributed.rpc.init_rpc
-
### [torch.distributed.rpc.init\_rpc](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.init_rpc)
-
```python
torch.distributed.rpc.init_rpc(name, backend=None, rank=-1, world_size=None, rpc_backend_options=None)
```
### [paddle.distributed.rpc.init\_rpc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/init_rpc_cn.html#init-rpc)
-
```python
paddle.distributed.rpc.init_rpc(name, rank=None, world_size=None, master_endpoint=None)
```
@@ -15,7 +12,6 @@ paddle.distributed.rpc.init_rpc(name, rank=None, world_size=None, master_endpoin
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------------- | ------------------- | -- |
| name | name | worker 名字。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.rpc.shutdown.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.rpc.shutdown.md
index 4fbbcf9d2c2..f4af81e4a27 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.rpc.shutdown.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.rpc.shutdown.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributed.rpc.shutdown
-
+## [ torch 参数更多 ]torch.distributed.rpc.shutdown
### [torch.distributed.rpc.shutdown](https://pytorch.org/docs/stable/rpc.html#torch.distributed.rpc.shutdown)
-
```python
torch.distributed.rpc.shutdown(graceful=True, timeout=0)
```
### [paddle.distributed.rpc.shutdown](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/rpc/shutdown_cn.html)
-
```python
paddle.distributed.rpc.shutdown()
```
@@ -15,7 +12,6 @@ paddle.distributed.rpc.shutdown()
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | --------------------------------------------- |
| graceful | - | 是否优雅关闭，Paddle 无此参数，暂无转写方式。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.send.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.send.md
index 1b2f69ed162..959f7a7dd6c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.send.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributed.send.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributed.send
-
+## [ torch 参数更多 ]torch.distributed.send
### [torch.distributed.send](https://pytorch.org/docs/stable/distributed.html#torch.distributed.send)
-
```python
torch.distributed.send(tensor, dst, group=None, tag=0)
```
### [paddle.distributed.send](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/send_cn.html)
-
```python
paddle.distributed.send(tensor, dst=0, group=None, sync_op=True)
```
@@ -15,7 +12,6 @@ paddle.distributed.send(tensor, dst=0, group=None, sync_op=True)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | --------------- | ----------------------------------------------------------------- |
| tensor | tensor | 表示待发送的 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.bernoulli.Bernoulli.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.bernoulli.Bernoulli.md
index 044b1a9ea73..937b15dbac2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.bernoulli.Bernoulli.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.bernoulli.Bernoulli.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.bernoulli.Bernoulli
-
+## [ torch 参数更多 ]torch.distributions.bernoulli.Bernoulli
### [torch.distributions.bernoulli.Bernoulli](https://pytorch.org/docs/stable/distributions.html#torch.distributions.bernoulli.Bernoulli)
-
```python
torch.distributions.bernoulli.Bernoulli(probs=None, logits=None, validate_args=None)
```
### [paddle.distribution.Bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Bernoulli_cn.html#bernoulli)
-
```python
paddle.distribution.Bernoulli(probs, name=None)
```
@@ -15,7 +12,6 @@ paddle.distribution.Bernoulli(probs, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ----------------------------------------------------------------------- |
| probs | probs | 伯努利分布的概率输入。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.beta.Beta.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.beta.Beta.md
index 2bdfe7f7753..0ae09db5a72 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.beta.Beta.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.beta.Beta.md
@@ -1,13 +1,10 @@
-## [torch 参数更多 ]torch.distributions.beta.Beta
-
+## [ torch 参数更多 ]torch.distributions.beta.Beta
### [torch.distributions.beta.Beta](https://pytorch.org/docs/stable/distributions.html#torch.distributions.beta.Beta)
-
```python
torch.distributions.beta.Beta(concentration1, concentration0, validate_args=None)
```
### [paddle.distribution.Beta](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Beta_cn.html#beta)
-
```python
paddle.distribution.Beta(alpha, beta)
```
@@ -15,7 +12,6 @@ paddle.distribution.Beta(alpha, beta)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -------------------------------------------------------- |
| concentration1 | alpha | 表示输入的参数 ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.binomial.Binomial.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.binomial.Binomial.md
index 9a74825d35a..cf9b6aee3bc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.binomial.Binomial.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.binomial.Binomial.md
@@ -1,7 +1,5 @@
-## [ torch 参数更多 ] torch.distributions.binomial.Binomial
-
+## [ torch 参数更多 ]torch.distributions.binomial.Binomial
### [torch.distributions.binomial.Binomial](https://pytorch.org/docs/stable/distributions.html#torch.distributions.binomial.Binomial)
-
```python
torch.distributions.binomial.Binomial(total_count=1,
probs=None,
@@ -10,7 +8,6 @@ torch.distributions.binomial.Binomial(total_count=1,
```
### [paddle.distribution.Binomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/Binomial_cn.html#binomial)
-
```python
paddle.distribution.Binomial(total_count,
probs)
@@ -19,7 +16,6 @@ paddle.distribution.Binomial(total_count,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------ | ------------------------------------------------------------ |
| total_count | total_count | 样本大小，当 torch 不指定时，Paddle 应设置该值为 1。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.categorical.Categorical.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.categorical.Categorical.md
index 1897c4eeb85..84d82c002c7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.categorical.Categorical.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.categorical.Categorical.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.categorical.Categorical
-
+## [ torch 参数更多 ]torch.distributions.categorical.Categorical
### [torch.distributions.categorical.Categorical](https://pytorch.org/docs/stable/distributions.html#torch.distributions.categorical.Categorical)
-
```python
torch.distributions.categorical.Categorical(probs=None, logits=None, validate_args=None)
```
### [paddle.distribution.Categorical](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Categorical_cn.html)
-
```python
paddle.distribution.Categorical(logits, name=None)
```
@@ -15,7 +12,6 @@ paddle.distribution.Categorical(logits, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | --------------------------------------------- |
| probs | - | 事件概率，Paddle 无此参数，暂无转写方式。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.cauchy.Cauchy.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.cauchy.Cauchy.md
index a20b12d83ed..d1b4db1e6c1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.cauchy.Cauchy.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.cauchy.Cauchy.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.cauchy.Cauchy
-
+## [ torch 参数更多 ]torch.distributions.cauchy.Cauchy
### [torch.distributions.cauchy.Cauchy](https://pytorch.org/docs/stable/distributions.html#torch.distributions.cauchy.Cauchy)
-
```python
torch.distributions.cauchy.Cauchy(loc, scale, validate_args=None)
```
### [paddle.distribution.Cauchy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Cauchy_cn.html)
-
```python
paddle.distribution.Cauchy(loc, scale, name=None)
```
@@ -15,7 +12,6 @@ paddle.distribution.Cauchy(loc, scale, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ----------------------------------------------------------------------- |
| loc | loc | 定义分布峰值位置的位置参数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.chi2.Chi2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.chi2.Chi2.md
index c11d6f0f844..4a19e62ef63 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.chi2.Chi2.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.chi2.Chi2.md
@@ -1,13 +1,10 @@
-## [torch 参数更多 ]torch.distributions.chi2.Chi2
-
+## [ torch 参数更多 ]torch.distributions.chi2.Chi2
### [torch.distributions.chi2.Chi2](https://pytorch.org/docs/stable/distributions.html#chi2)
-
```python
torch.distributions.chi2.Chi2(df, validate_args=None)
```
### [paddle.distribution.Chi2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Chi2_cn.html#prob-value)
-
```python
paddle.distribution.Chi2(df)
```
@@ -15,7 +12,6 @@ paddle.distribution.Chi2(df)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------------- | ------------ | ----------------------------------------------------------------------- |
| df | df | 表示输入的参数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.continuous_bernoulli.ContinuousBernoulli.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.continuous_bernoulli.ContinuousBernoulli.md
index 1489191e278..2979e55d583 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.continuous_bernoulli.ContinuousBernoulli.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.continuous_bernoulli.ContinuousBernoulli.md
@@ -1,7 +1,5 @@
-## [ torch 参数更多 ] torch.distributions.continuous_bernoulli.ContinuousBernoulli
-
+## [ torch 参数更多 ]torch.distributions.continuous_bernoulli.ContinuousBernoulli
### [torch.distributions.continuous_bernoulli.ContinuousBernoulli](https://pytorch.org/docs/stable/distributions.html)
-
```python
torch.distributions.continuous_bernoulli.ContinuousBernoulli(probs=None,
logits=None,
@@ -10,7 +8,6 @@ torch.distributions.continuous_bernoulli.ContinuousBernoulli(probs=None,
```
### [paddle.distribution.ContinuousBernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ContinuousBernoulli_cn.html#continuousbernoulli)
-
```python
paddle.distribution.ContinuousBernoulli(probs,
lims=(0.499, 0.501))
@@ -19,7 +16,6 @@ paddle.distribution.ContinuousBernoulli(probs,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------ | ------------------------------------------------------------ |
| probs | probs | 参数化分布的 (0,1) 值。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.dirichlet.Dirichlet.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.dirichlet.Dirichlet.md
index c03117891ea..2b3eb7847ce 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.dirichlet.Dirichlet.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.dirichlet.Dirichlet.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.dirichlet.Dirichlet
-
+## [ torch 参数更多 ]torch.distributions.dirichlet.Dirichlet
### [torch.distributions.dirichlet.Dirichlet](https://pytorch.org/docs/stable/distributions.html#torch.distributions.dirichlet.Dirichlet)
-
```python
torch.distributions.dirichlet.Dirichlet(concentration, validate_args=None)
```
### [paddle.distribution.Dirichlet](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Dirichlet_cn.html)
-
```python
paddle.distribution.Dirichlet(concentration)
```
@@ -15,7 +12,6 @@ paddle.distribution.Dirichlet(concentration)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------- | --------------------------------------------- |
| concentration | concentration | 浓度参数，即公式中 α 参数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.distribution.Distribution.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.distribution.Distribution.md
index 6ff88207df1..5f351a44946 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.distribution.Distribution.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.distribution.Distribution.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.distribution.Distribution
-
+## [ torch 参数更多 ]torch.distributions.distribution.Distribution
### [torch.distributions.distribution.Distribution](https://pytorch.org/docs/stable/distributions.html#torch.distributions.distribution.Distribution)
-
```python
torch.distributions.distribution.Distribution(batch_shape=torch.Size([]), event_shape=torch.Size([]), validate_args=None)
```
### [paddle.distribution.Distribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Distribution_cn.html)
-
```python
paddle.distribution.Distribution(batch_shape， event_shape)
```
@@ -15,7 +12,6 @@ paddle.distribution.Distribution(batch_shape， event_shape)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | --------------------------------------------- |
| batch_shape | batch_shape | 概率分布参数批量形状。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.exp_family.ExponentialFamily.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.exp_family.ExponentialFamily.md
index 54c2233327b..050f685a61f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.exp_family.ExponentialFamily.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.exp_family.ExponentialFamily.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.exp_family.ExponentialFamily
-
+## [ torch 参数更多 ]torch.distributions.exp_family.ExponentialFamily
### [torch.distributions.exp_family.ExponentialFamily](https://pytorch.org/docs/stable/distributions.html#torch.distributions.exp_family.ExponentialFamily)
-
```python
torch.distributions.exp_family.ExponentialFamily(batch_shape=torch.Size([]), event_shape=torch.Size([]), validate_args=None)
```
### [paddle.distribution.ExponentialFamily](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExponentialFamily_cn.html)
-
```python
paddle.distribution.ExponentialFamily(batch_shape, event_shape)
```
@@ -15,7 +12,6 @@ paddle.distribution.ExponentialFamily(batch_shape, event_shape)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------- | --------------------------------------------- |
| batch_shape | batch_shape | 概率分布参数批量形状。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.exponential.Exponential.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.exponential.Exponential.md
index 2bb7f37a1e7..544b3a1775b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.exponential.Exponential.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.exponential.Exponential.md
@@ -1,14 +1,11 @@
-## [ torch 参数更多 ] torch.distributions.exponential.Exponential
-
+## [ torch 参数更多 ]torch.distributions.exponential.Exponential
### [torch.distributions.exponential.Exponential](https://pytorch.org/docs/stable/distributions.html#torch.distributions.exponential.Exponential.arg_constraints)
-
```python
torch.distributions.exponential.Exponential(rate,
validate_args=None)
```
### [paddle.distribution.Exponential](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/ExponentialFamily_cn.html#exponential)
-
```python
paddle.distribution.Exponential(rate)
```
@@ -16,7 +13,6 @@ paddle.distribution.Exponential(rate)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------ | ------------------------------------------------------------ |
| rate | rate | 分布的速率参数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.gamma.Gamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.gamma.Gamma.md
index 7f9c8175220..12e584dd838 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.gamma.Gamma.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.gamma.Gamma.md
@@ -1,13 +1,10 @@
-## [torch 参数更多 ]torch.distributions.gamma.Gamma
-
+## [ torch 参数更多 ]torch.distributions.gamma.Gamma
### [torch.distributions.gamma.Gamma](https://pytorch.org/docs/stable/distributions.html#gamma)
-
```python
torch.distributions.gamma.Gamma(concentration, rate, validate_args=None)
```
### [paddle.distribution.Gamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Gamma_cn.html)
-
```python
paddle.distribution.Gamma(concentration, rate)
```
@@ -15,7 +12,6 @@ paddle.distribution.Gamma(concentration, rate)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ----------------------------------------------------------------------- |
| concentration | concentration | 表示输入的参数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.geometric.Geometric.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.geometric.Geometric.md
index 4af44e87dde..2aaa98a0d5f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.geometric.Geometric.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.geometric.Geometric.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.geometric.Geometric
-
+## [ torch 参数更多 ]torch.distributions.geometric.Geometric
### [torch.distributions.geometric.Geometric](https://pytorch.org/docs/stable/distributions.html#torch.distributions.geometric.Geometric)
-
```python
torch.distributions.geometric.Geometric(probs=None, logits=None, validate_args=None)
```
### [paddle.distribution.Geometric](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Geometric_cn.html#geometric)
-
```python
paddle.distribution.Geometric(probs)
```
@@ -15,7 +12,6 @@ paddle.distribution.Geometric(probs)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ----------------------------------------------------------------------- |
| probs | probs | 几何分布成功概率参数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.gumbel.Gumbel.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.gumbel.Gumbel.md
index f28c4fcf15b..7f942a02580 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.gumbel.Gumbel.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.gumbel.Gumbel.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.gumbel.Gumbel
-
+## [ torch 参数更多 ]torch.distributions.gumbel.Gumbel
### [torch.distributions.gumbel.Gumbel](https://pytorch.org/docs/stable/distributions.html#torch.distributions.gumbel.Gumbel)
-
```python
torch.distributions.gumbel.Gumbel(loc, scale, validate_args=None)
```
### [paddle.distribution.Gumbel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Gumbel_cn.html#gumbel)
-
```python
paddle.distribution.Gumbel(loc, scale)
```
@@ -15,7 +12,6 @@ paddle.distribution.Gumbel(loc, scale)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ----------------------------------------------------------------------- |
| loc | loc | 耿贝尔分布位置参数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.independent.Independent.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.independent.Independent.md
index 19bca1212ac..bfa3444bcf4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.independent.Independent.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.independent.Independent.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.independent.Independent
-
+## [ torch 参数更多 ]torch.distributions.independent.Independent
### [torch.distributions.independent.Independent](https://pytorch.org/docs/stable/distributions.html#torch.distributions.independent.Independent)
-
```python
torch.distributions.independent.Independent(base_distribution, reinterpreted_batch_ndims, validate_args=None)
```
### [paddle.distribution.Independent](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Independent_cn.html)
-
```python
paddle.distribution.Independent(base, reinterpreted_batch_rank)
```
@@ -15,7 +12,6 @@ paddle.distribution.Independent(base, reinterpreted_batch_rank)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------------------- | ------------------------ | ------------------------------------------------ |
| base_distribution | base | 基础分布，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.laplace.Laplace.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.laplace.Laplace.md
index 8ac93dfb90c..22c14398995 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.laplace.Laplace.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.laplace.Laplace.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.laplace.Laplace
-
+## [ torch 参数更多 ]torch.distributions.laplace.Laplace
### [torch.distributions.laplace.Laplace](https://pytorch.org/docs/stable/distributions.html#torch.distributions.laplace.Laplace)
-
```python
torch.distributions.laplace.Laplace(loc, scale, validate_args=None)
```
### [paddle.distribution.Laplace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Laplace_cn.html#laplace)
-
```python
paddle.distribution.Laplace(loc, scale)
```
@@ -15,7 +12,6 @@ paddle.distribution.Laplace(loc, scale)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ----------------------------------------------------------------------- |
| loc | loc | 拉普拉斯分布位置参数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.lkj_cholesky.LKJCholesky.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.lkj_cholesky.LKJCholesky.md
index 01411ab1491..210ba6ddad2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.lkj_cholesky.LKJCholesky.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.lkj_cholesky.LKJCholesky.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.distributions.lkj_cholesky.LKJCholesky
-
### [torch.distributions.lkj_cholesky.LKJCholesky](https://pytorch.org/docs/stable/distributions.html#torch.distributions.lkj_cholesky.LKJCholesky)
-
```python
torch.distributions.lkj_cholesky.LKJCholesky(dim, concentration=1.0, validate_args=None)
```
### [paddle.distribution.LKJCholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/LKJCholesky_cn.html)
-
```python
paddle.distribution.LKJCholesky(dim, concentration=1.0, sample_method='onion')
```
@@ -16,7 +13,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------- | ----------------------------------------------------------------------- |
| dim | dim | 表示输入的参数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.log_normal.LogNormal.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.log_normal.LogNormal.md
index 799bc63f94f..94c8c2c8f1e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.log_normal.LogNormal.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.log_normal.LogNormal.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.log_normal.LogNormal
-
+## [ torch 参数更多 ]torch.distributions.log_normal.LogNormal
### [torch.distributions.log_normal.LogNormal](https://pytorch.org/docs/stable/distributions.html#torch.distributions.log_normal.LogNormal)
-
```python
torch.distributions.log_normal.LogNormal(loc, scale, validate_args=None)
```
### [paddle.distribution.LogNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/LogNormal_cn.html#lognormal)
-
```python
paddle.distribution.LogNormal(loc, scale, name=None)
```
@@ -15,7 +12,6 @@ paddle.distribution.LogNormal(loc, scale, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ----------------------------------------------------------------------- |
| loc | loc | 正态分布平均值。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.multinomial.Multinomial.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.multinomial.Multinomial.md
index d8b2bb88768..1d38964cf66 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.multinomial.Multinomial.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.multinomial.Multinomial.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.multinomial.Multinomial
-
+## [ torch 参数更多 ]torch.distributions.multinomial.Multinomial
### [torch.distributions.multinomial.Multinomial](https://pytorch.org/docs/stable/distributions.html#torch.distributions.multinomial.Multinomial)
-
```python
torch.distributions.multinomial.Multinomial(total_count=1, probs=None, logits=None, validate_args=None)
```
### [paddle.distribution.Multinomial](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Multinomial_cn.html)
-
```python
paddle.distribution.Multinomial(total_count, probs)
```
@@ -15,7 +12,6 @@ paddle.distribution.Multinomial(total_count, probs)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ---------------------------------------------- |
| total_count | total_count | 实验次数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.multivariate_normal.MultivariateNormal.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.multivariate_normal.MultivariateNormal.md
index eab057732b8..4f4b7c69695 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.multivariate_normal.MultivariateNormal.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.multivariate_normal.MultivariateNormal.md
@@ -1,7 +1,5 @@
-## [ torch 参数更多 ] torch.distributions.multivariate_normal.MultivariateNormal
-
+## [ torch 参数更多 ]torch.distributions.multivariate_normal.MultivariateNormal
### [torch.distributions.multivariate_normal.MultivariateNormal](https://pytorch.org/docs/stable/distributions.html#multivariatenormal)
-
```python
torch.distributions.multivariate_normal.MultivariateNormal(loc,
covariance_matrix=None,
@@ -11,7 +9,6 @@ torch.distributions.multivariate_normal.MultivariateNormal(loc,
```
### [paddle.distribution.MultivariateNormal](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/distribution/MultivariateNormal_cn.html#multivariatenormal)
-
```python
paddle.distribution.MultivariateNormal(loc,
covariance_matrix=None,
@@ -22,7 +19,6 @@ paddle.distribution.MultivariateNormal(loc,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------ | ------------------------------------------------------------ |
| loc | loc | MultivariateNormal 的均值向量。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.normal.Normal.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.normal.Normal.md
index b2e5afcf188..3287650e84f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.normal.Normal.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.normal.Normal.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.normal.Normal
-
+## [ torch 参数更多 ]torch.distributions.normal.Normal
### [torch.distributions.normal.Normal](https://pytorch.org/docs/stable/distributions.html#torch.distributions.normal.Normal)
-
```python
torch.distributions.normal.Normal(loc, scale, validate_args=None)
```
### [paddle.distribution.Normal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Normal_cn.html)
-
```python
paddle.distribution.Normal(loc, scale, name=None)
```
@@ -15,7 +12,6 @@ paddle.distribution.Normal(loc, scale, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | --------------------------------------------- |
| loc | loc | 正态分布平均值。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.poisson.Poisson.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.poisson.Poisson.md
index ac0954a0c23..86fd28a95c1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.poisson.Poisson.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.poisson.Poisson.md
@@ -1,13 +1,10 @@
-## [torch 参数更多 ]torch.distributions.poisson.Poisson
-
+## [ torch 参数更多 ]torch.distributions.poisson.Poisson
### [torch.distributions.poisson.Poisson](https://pytorch.org/docs/stable/distributions.html#poisson)
-
```python
torch.distributions.poisson.Poisson(rate, validate_args=None)
```
### [paddle.distribution.Poisson](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/Poisson_cn.html)
-
```python
paddle.distribution.Poisson(rate)
```
@@ -15,7 +12,6 @@ paddle.distribution.Poisson(rate)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------- | ----------------------------------------------------------------------- |
| rate | rate | 表示输入的参数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.studentT.StudentT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.studentT.StudentT.md
index 857bbd880b5..2a844552ec5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.studentT.StudentT.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.studentT.StudentT.md
@@ -1,13 +1,10 @@
-## [torch 参数更多 ]torch.distributions.studentT.StudentT
-
+## [ torch 参数更多 ]torch.distributions.studentT.StudentT
### [torch.distributions.studentT.StudentT](https://pytorch.org/docs/stable/distributions.html#studentt)
-
```python
torch.distributions.studentT.StudentT(df, loc=0.0, scale=1.0, validate_args=None)
```
### [paddle.distribution.StudentT](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/distribution/StudentT_cn.html)
-
```python
paddle.distribution.StudentT(df, loc, scale, name=None)
```
@@ -16,7 +13,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------------------------------------- |
| df | df | 自由度，是一个正数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transformed_distribution.TransformedDistribution.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transformed_distribution.TransformedDistribution.md
index 3d5396a7db3..2ba9fcac74a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transformed_distribution.TransformedDistribution.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transformed_distribution.TransformedDistribution.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.transformed_distribution.TransformedDistribution
-
+## [ torch 参数更多 ]torch.distributions.transformed_distribution.TransformedDistribution
### [torch.distributions.transformed_distribution.TransformedDistribution](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transformed_distribution.TransformedDistribution)
-
```python
torch.distributions.transformed_distribution.TransformedDistribution(base_distribution, transforms, validate_args=None)
```
### [paddle.distribution.TransformedDistribution](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TransformedDistribution_cn.html#transformeddistribution)
-
```python
paddle.distribution.TransformedDistribution(base, transforms)
```
@@ -15,7 +12,6 @@ paddle.distribution.TransformedDistribution(base, transforms)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------- | ------------ | ----------------------------------------------------------------------- |
| base_distribution | base | 基础分布，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.AbsTransform.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.AbsTransform.md
index 955e72308ec..375127e7af0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.AbsTransform.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.AbsTransform.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.distributions.transforms.AbsTransform
-
### [torch.distributions.transforms.AbsTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.AbsTransform)
-
```python
torch.distributions.transforms.AbsTransform(cache_size=0)
```
### [paddle.distribution.AbsTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AbsTransform_cn.html#paddle.distribution.AbsTransform)
-
```python
paddle.distribution.AbsTransform()
```
@@ -15,7 +12,6 @@ paddle.distribution.AbsTransform()
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------ | -- |
| cache_size | - | 缓存大小，Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.AffineTransform.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.AffineTransform.md
index eab714833fd..60c50d8940c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.AffineTransform.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.AffineTransform.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.distributions.transforms.AffineTransform
-
### [torch.distributions.transforms.AffineTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.AffineTransform)
-
```python
torch.distributions.transforms.AffineTransform(loc, scale, event_dim=0, cache_size=0)
```
### [paddle.distribution.AffineTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/AffineTransform_cn.html#affinetransform)
-
```python
paddle.distribution.AffineTransform(loc, scale)
```
@@ -15,7 +12,6 @@ paddle.distribution.AffineTransform(loc, scale)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------ | -- |
| loc | loc | 偏置参数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.ComposeTransform.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.ComposeTransform.md
index 39ee6671344..8b1f7d581e8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.ComposeTransform.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.ComposeTransform.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.transforms.ComposeTransform
-
+## [ torch 参数更多 ]torch.distributions.transforms.ComposeTransform
### [torch.distributions.transforms.ComposeTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ComposeTransform)
-
```python
torch.distributions.transforms.ComposeTransform(parts, cache_size=0)
```
### [paddle.distribution.ChainTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ChainTransform_cn.html)
-
```python
paddle.distribution.ChainTransform(transforms)
```
@@ -15,7 +12,6 @@ paddle.distribution.ChainTransform(transforms)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------ | -------------------------------------------------------------------------- |
| parts | transforms | 输入的变换序列，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.ExpTransform.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.ExpTransform.md
index da1dfed5aca..7f4d21d063b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.ExpTransform.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.ExpTransform.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.distributions.transforms.ExpTransform
-
### [torch.distributions.transforms.ExpTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ExpTransform)
-
```python
torch.distributions.transforms.ExpTransform(cache_size=0)
```
### [paddle.distribution.ExpTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ExpTransform_cn.html#exptransform)
-
```python
paddle.distribution.ExpTransform()
```
@@ -15,7 +12,6 @@ paddle.distribution.ExpTransform()
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------ | -- |
| cache_size | - | 缓存大小，Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.IndependentTransform.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.IndependentTransform.md
index 02b07625de7..4baba92549c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.IndependentTransform.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.IndependentTransform.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.distributions.transforms.IndependentTransform
-
### [torch.distributions.transforms.IndependentTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.IndependentTransform)
-
```python
torch.distributions.transforms.IndependentTransform(base_transform, reinterpreted_batch_ndims, cache_size=0)
```
### [paddle.distribution.IndependentTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/IndependentTransform_cn.html#independenttransform)
-
```python
paddle.distribution.IndependentTransform(base, reinterpreted_batch_rank)
```
@@ -15,7 +12,6 @@ paddle.distribution.IndependentTransform(base, reinterpreted_batch_rank)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------------------- | ------------------------ | ------------------------ |
| base_transform | base | 基础变换，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.PowerTransform.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.PowerTransform.md
index 00e3ffc8553..e0cf0b8b11e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.PowerTransform.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.PowerTransform.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.distributions.transforms.PowerTransform
-
### [torch.distributions.transforms.PowerTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SigmoidTransform)
-
```python
torch.distributions.transforms.PowerTransform(exponent, cache_size=0)
```
### [paddle.distribution.PowerTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/PowerTransform_cn.html#powertransform)
-
```python
paddle.distribution.PowerTransform(power)
```
@@ -15,7 +12,6 @@ paddle.distribution.PowerTransform(power)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------ | -- |
| exponent | power | 幂参数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.ReshapeTransform.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.ReshapeTransform.md
index ed33da17aa0..c9377cd1254 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.ReshapeTransform.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.ReshapeTransform.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.transforms.ReshapeTransform
-
+## [ torch 参数更多 ]torch.distributions.transforms.ReshapeTransform
### [torch.distributions.transforms.ReshapeTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.ReshapeTransform)
-
```python
torch.distributions.transforms.ReshapeTransform(in_shape, out_shape, cache_size=0)
```
### [paddle.distribution.ReshapeTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/ReshapeTransform_cn.html)
-
```python
paddle.distribution.ReshapeTransform(in_event_shape, out_event_shape)
```
@@ -15,7 +12,6 @@ paddle.distribution.ReshapeTransform(in_event_shape, out_event_shape)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | --------------- | ------------------------------------------- |
| in_shape | in_event_shape | Reshape 前的事件形状，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.SigmoidTransform.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.SigmoidTransform.md
index dec61fc2cf5..6d26970f116 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.SigmoidTransform.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.SigmoidTransform.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.distributions.transforms.SigmoidTransform
-
### [torch.distributions.transforms.SigmoidTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SigmoidTransform)
-
```python
torch.distributions.transforms.SigmoidTransform(cache_size=0)
```
### [paddle.distribution.SigmoidTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SigmoidTransform_cn.html#sigmoidtransform)
-
```python
paddle.distribution.SigmoidTransform()
```
@@ -15,7 +12,6 @@ paddle.distribution.SigmoidTransform()
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------ | -- |
| cache_size | - | 缓存大小，Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.SoftmaxTransform.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.SoftmaxTransform.md
index 95ef8b2e234..7fb39895ea7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.SoftmaxTransform.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.SoftmaxTransform.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.transforms.SoftmaxTransform
-
+## [ torch 参数更多 ]torch.distributions.transforms.SoftmaxTransform
### [torch.distributions.transforms.SoftmaxTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.SoftmaxTransform)
-
```python
torch.distributions.transforms.SoftmaxTransform(cache_size=0)
```
### [paddle.distribution.SoftmaxTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/SoftmaxTransform_cn.html)
-
```python
paddle.distribution.SoftmaxTransform()
```
@@ -15,7 +12,6 @@ paddle.distribution.SoftmaxTransform()
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------ | -------------------------------------------------------------------------- |
| cache_size | - | 表示 cache 大小，Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.StackTransform.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.StackTransform.md
index dca6de9ded7..dca9678c737 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.StackTransform.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.StackTransform.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.transforms.StackTransform
-
+## [ torch 参数更多 ]torch.distributions.transforms.StackTransform
### [torch.distributions.transforms.StackTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.StackTransform)
-
```python
torch.distributions.transforms.StackTransform(tseq, dim=0, cache_size=0)
```
### [paddle.distribution.StackTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StackTransform_cn.html)
-
```python
paddle.distribution.StackTransform(transforms, axis=0)
```
@@ -15,7 +12,6 @@ paddle.distribution.StackTransform(transforms, axis=0)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------ | -------------------------------------------------------------------------- |
| tseq | transforms | 输入的变换序列，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.StickBreakingTransform.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.StickBreakingTransform.md
index 96bfd231320..37e6d913b2a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.StickBreakingTransform.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.StickBreakingTransform.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.transforms.StickBreakingTransform
-
+## [ torch 参数更多 ]torch.distributions.transforms.StickBreakingTransform
### [torch.distributions.transforms.StickBreakingTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.StickBreakingTransform)
-
```python
torch.distributions.transforms.StickBreakingTransform(cache_size=0)
```
### [paddle.distribution.StickBreakingTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/StickBreakingTransform_cn.html)
-
```python
paddle.distribution.StickBreakingTransform()
```
@@ -15,7 +12,6 @@ paddle.distribution.StickBreakingTransform()
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------ | -------------------------------------------------------------------------- |
| cache_size | - | 表示 cache 大小，Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.TanhTransform.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.TanhTransform.md
index 476bdf948e9..230cc6a42ca 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.TanhTransform.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.TanhTransform.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.distributions.transforms.TanhTransform
-
### [torch.distributions.transforms.TanhTransform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.TanhTransform)
-
```python
torch.distributions.transforms.TanhTransform(cache_size=0)
```
### [paddle.distribution.TanhTransform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/TanhTransform_cn.html#tanhtransform)
-
```python
paddle.distribution.TanhTransform()
```
@@ -15,7 +12,6 @@ paddle.distribution.TanhTransform()
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------ | -- |
| cache_size | - | 缓存大小，Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.Transform.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.Transform.md
index 97c411a27bc..0753777f730 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.Transform.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.transforms.Transform.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.transforms.Transform
-
+## [ torch 参数更多 ]torch.distributions.transforms.Transform
### [torch.distributions.transforms.Transform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.transforms.Transform)
-
```python
torch.distributions.transforms.Transform(cache_size=0)
```
### [paddle.distribution.Transform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Transform_cn.html#transform)
-
```python
paddle.distribution.Transform()
```
@@ -15,7 +12,6 @@ paddle.distribution.Transform()
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------ | -------------------------------------------------------------------------- |
| cache_size | - | 表示 cache 大小，Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.uniform.Uniform.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.uniform.Uniform.md
index f37e1b6eb7c..fe99f4eacb5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.uniform.Uniform.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.distributions.uniform.Uniform.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.distributions.uniform.Uniform
-
+## [ torch 参数更多 ]torch.distributions.uniform.Uniform
### [torch.distributions.uniform.Uniform](https://pytorch.org/docs/stable/distributions.html#torch.distributions.uniform.Uniform)
-
```python
torch.distributions.uniform.Uniform(low, high, validate_args=None)
```
### [paddle.distribution.Uniform](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distribution/Uniform_cn.html)
-
```python
paddle.distribution.Uniform(low, high, name=None)
```
@@ -15,7 +12,6 @@ paddle.distribution.Uniform(low, high, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | --------------------------------------------- |
| low | low | 均匀分布的下边界。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.exp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.exp.md
index bf03c952356..a076a59c0d4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.exp.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.exp.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.exp
### [torch.exp](https://pytorch.org/docs/stable/generated/torch.exp.html?highlight=torch+exp#torch.exp)
-
```python
torch.exp(input,
*,
@@ -8,7 +7,6 @@ torch.exp(input,
```
### [paddle.exp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/exp_cn.html#exp)
-
```python
paddle.exp(x,
name=None)
@@ -16,7 +14,6 @@ paddle.exp(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.fft.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.fft.md
index 87a74599d44..e0e2db67497 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.fft.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.fft.md
@@ -1,20 +1,16 @@
-## [ torch 参数更多 ] torch.fft.fft
-
+## [ torch 参数更多 ]torch.fft.fft
### [torch.fft.fft](https://pytorch.org/docs/stable/generated/torch.fft.fft.html?highlight=fft#torch.fft.fft)
-
```python
torch.fft.fft(input, n=None, dim=- 1, norm='backward', *, out=None)
```
### [paddle.fft.fft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fft_cn.html)
-
```python
paddle.fft.fft(x, n=None, axis=- 1, norm='backward', name=None)
```
其中，PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.fft2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.fft2.md
index fff366ede03..50d66f9053e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.fft2.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.fft2.md
@@ -1,20 +1,16 @@
-## [ torch 参数更多 ] torch.fft.fft2
-
+## [ torch 参数更多 ]torch.fft.fft2
### [torch.fft.fft2](https://pytorch.org/docs/stable/generated/torch.fft.fft2.html?highlight=fft2#torch.fft.fft2)
-
```python
torch.fft.fft2(input, s=None, dim=None, norm='backward', *, out=None)
```
### [paddle.fft.fft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fft2_cn.html)
-
```python
paddle.fft.fft2(x, s=None, axes=None, norm='backward', name=None)
```
其中，PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.fftfreq.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.fftfreq.md
index 094a2ba0f56..7aecd6c234c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.fftfreq.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.fftfreq.md
@@ -1,7 +1,5 @@
-## [ torch 参数更多 ] torch.fft.fftfreq
-
+## [ torch 参数更多 ]torch.fft.fftfreq
### [torch.fft.fftfreq](https://pytorch.org/docs/stable/generated/torch.fft.fftfreq.html?highlight=fftfreq#torch.fft.fftfreq)
-
```python
torch.fft.fftfreq(n,
d=1.0,
@@ -14,7 +12,6 @@ torch.fft.fftfreq(n,
```
### [paddle.fft.fftfreq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftfreq_cn.html)
-
```python
paddle.fft.fftfreq(n,
d=1.0,
@@ -24,7 +21,6 @@ paddle.fft.fftfreq(n,
其中，PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| n | n | 窗长度（傅里叶变换点数）。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.fftn.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.fftn.md
index f9c9fc60661..1909c2bb9a7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.fftn.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.fftn.md
@@ -1,20 +1,16 @@
-## [ torch 参数更多 ] torch.fft.fftn
-
+## [ torch 参数更多 ]torch.fft.fftn
### [torch.fft.fftn](https://pytorch.org/docs/stable/generated/torch.fft.fftn.html?highlight=fftn#torch.fft.fftn)
-
```python
torch.fft.fftn(input, s=None, dim=None, norm='backward', *, out=None)
```
### [paddle.fft.fftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/fftn_cn.html)
-
```python
paddle.fft.fftn(x, s=None, axes=None, norm='backward', name=None)
```
其中，PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.hfft.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.hfft.md
index 63482bac481..ba1b66fe39c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.hfft.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.hfft.md
@@ -1,7 +1,5 @@
-## [ torch 参数更多 ] torch.fft.hfft
-
+## [ torch 参数更多 ]torch.fft.hfft
### [torch.fft.hfft](https://pytorch.org/docs/stable/generated/torch.fft.hfft.html?highlight=hfft#torch.fft.hfft)
-
```python
torch.fft.hfft(input,
n=None,
@@ -12,7 +10,6 @@ torch.fft.hfft(input,
```
### [paddle.fft.hfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfft_cn.html)
-
```python
paddle.fft.hfft(x,
n=None,
@@ -23,7 +20,6 @@ paddle.fft.hfft(x,
其中，PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.hfft2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.hfft2.md
index d06bbce1f59..ff9a96123ce 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.hfft2.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.hfft2.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.fft.hfft2
-
### [torch.fft.hfft2](https://pytorch.org/docs/stable/generated/torch.fft.hfft2.html?highlight=torch+fft+hfft2#torch.fft.hfft2)
-
```python
torch.fft.hfft2(input, s=None, dim=(- 2, - 1), norm='backward', *, out=None)
```
### [paddle.fft.hfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfft2_cn.html)
-
```python
paddle.fft.hfft2(x, s=None, axes=(- 2, - 1), norm='backward', name=None)
```
@@ -15,7 +12,6 @@ paddle.fft.hfft2(x, s=None, axes=(- 2, - 1), norm='backward', name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -24,7 +20,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| norm | norm | 表示傅里叶变换的缩放模式。 |
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
-### 转写示例
+### 转写示例
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.hfftn.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.hfftn.md
index f20afd4670c..a5fbd231850 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.hfftn.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.hfftn.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.fft.hfftn
-
### [torch.fft.hfftn](https://pytorch.org/docs/stable/generated/torch.fft.hfftn.html?highlight=torch+fft+hfftn#torch.fft.hfftn)
-
```python
torch.fft.hfftn(input, s=None, dim=None, norm='backward', *, out=None)
```
### [paddle.fft.hfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/hfftn_cn.html)
-
```python
paddle.fft.hfftn(x, s=None, axes=None, norm='backward', name=None)
```
@@ -15,7 +12,6 @@ paddle.fft.hfftn(x, s=None, axes=None, norm='backward', name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -24,7 +20,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| norm | norm | 表示傅里叶变换的缩放模式。 |
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
-### 转写示例
+### 转写示例
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ifft.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ifft.md
index 7e6d6d1b94d..aa0dceb17df 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ifft.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ifft.md
@@ -1,20 +1,16 @@
-## [ torch 参数更多 ] torch.fft.ifft
-
+## [ torch 参数更多 ]torch.fft.ifft
### [torch.fft.ifft](https://pytorch.org/docs/stable/generated/torch.fft.ifft.html?highlight=ifft#torch.fft.ifft)
-
```python
torch.fft.ifft(input, n=None, dim=- 1, norm='backward', *, out=None)
```
### [paddle.fft.ifft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifft_cn.html)
-
```python
paddle.fft.ifft(x, n=None, axis=- 1, norm='backward', name=None)
```
其中，PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x |输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ifft2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ifft2.md
index 37d800e29ad..76fa1fcd228 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ifft2.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ifft2.md
@@ -1,7 +1,5 @@
-## [ torch 参数更多 ] torch.fft.ifft2
-
+## [ torch 参数更多 ]torch.fft.ifft2
### [torch.fft.ifft2](https://pytorch.org/docs/stable/generated/torch.fft.ifft2.html?highlight=ifft2#torch.fft.ifft2)
-
```python
torch.fft.ifft2(input,
s=None,
@@ -12,7 +10,6 @@ torch.fft.ifft2(input,
```
### [paddle.fft.ifft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifft2_cn.html)
-
```python
paddle.fft.ifft2(x,
s=None,
@@ -23,7 +20,6 @@ paddle.fft.ifft2(x,
其中，PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x |输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ifftn.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ifftn.md
index 31f5564dd86..15f606d83c1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ifftn.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ifftn.md
@@ -1,7 +1,5 @@
-## [ torch 参数更多 ] torch.fft.ifftn
-
+## [ torch 参数更多 ]torch.fft.ifftn
### [torch.fft.ifftn](https://pytorch.org/docs/stable/generated/torch.fft.ifftn.html?highlight=ifftn#torch.fft.ifftn)
-
```python
torch.fft.ifftn(input,
s=None,
@@ -12,7 +10,6 @@ torch.fft.ifftn(input,
```
### [paddle.fft.ifftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ifftn_cn.html)
-
```python
paddle.fft.ifftn(x,
s=None,
@@ -23,7 +20,6 @@ paddle.fft.ifftn(x,
其中，PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x |输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ihfft.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ihfft.md
index 8c04291c397..4beabaf624a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ihfft.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ihfft.md
@@ -1,7 +1,5 @@
-## [ torch 参数更多 ] torch.fft.ihfft
-
+## [ torch 参数更多 ]torch.fft.ihfft
### [torch.fft.ihfft](https://pytorch.org/docs/stable/generated/torch.fft.ihfft.html?highlight=ihfft#torch.fft.ihfft)
-
```python
torch.fft.ihfft(input,
n=None,
@@ -12,7 +10,6 @@ torch.fft.ihfft(input,
```
### [paddle.fft.ihfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfft_cn.html)
-
```python
paddle.fft.ihfft(x,
n=None,
@@ -23,7 +20,6 @@ paddle.fft.ihfft(x,
其中，PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x |输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ihfft2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ihfft2.md
index 543b74264ee..4543534278a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ihfft2.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ihfft2.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.fft.ihfft2
-
### [torch.fft.ihfft2](https://pytorch.org/docs/stable/generated/torch.fft.ihfft2.html?highlight=torch+fft+ihfft2#torch.fft.ihfft2)
-
```python
torch.fft.ihfft2(input, s=None, dim=(- 2, - 1), norm='backward', *, out=None)
```
### [paddle.fft.ihfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfft2_cn.html)
-
```python
paddle.fft.ihfft2(x, s=None, axes=(- 2, - 1), norm='backward', name=None)
```
@@ -15,7 +12,6 @@ paddle.fft.ihfft2(x, s=None, axes=(- 2, - 1), norm='backward', name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -24,7 +20,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| norm | norm | 表示傅里叶变换的缩放模式。 |
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
-### 转写示例
+### 转写示例
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ihfftn.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ihfftn.md
index c61085766c0..87e69d46764 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ihfftn.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.ihfftn.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.fft.ihfftn
-
### [torch.fft.ihfftn](https://pytorch.org/docs/stable/generated/torch.fft.ihfftn.html?highlight=torch+fft+ihfftn#torch.fft.ihfftn)
-
```python
torch.fft.ihfftn(input, s=None, dim=None, norm='backward', *, out=None)
```
### [paddle.fft.ihfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/ihfftn_cn.html)
-
```python
paddle.fft.ihfftn(x, s=None, axes=None, norm='backward', name=None)
```
@@ -15,7 +12,6 @@ paddle.fft.ihfftn(x, s=None, axes=None, norm='backward', name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -24,7 +20,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| norm | norm | 表示傅里叶变换的缩放模式。 |
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
-### 转写示例
+### 转写示例
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.irfft.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.irfft.md
index 4e478c3dd98..ea04cc9afce 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.irfft.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.irfft.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.fft.irfft
-
### [torch.fft.irfft](https://pytorch.org/docs/stable/generated/torch.fft.irfft.html#torch-fft-irfft)
-
```python
torch.fft.irfft(input, n=None, dim=- 1, norm='backward', *, out=None)
```
### [paddle.fft.irfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfft_cn.html#irfft)
-
```python
paddle.fft.irfft(x, n=None, axis=- 1, norm='backward', name=None)
```
@@ -15,7 +12,6 @@ paddle.fft.irfft(x, n=None, axis=- 1, norm='backward', name=None)
其中，PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -24,7 +20,7 @@ paddle.fft.irfft(x, n=None, axis=- 1, norm='backward', name=None)
| norm | norm | 表示傅里叶变换的缩放模式。 |
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
-### 转写示例
+### 转写示例
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.irfft2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.irfft2.md
index 168b5076d8b..c6e27ea0975 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.irfft2.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.irfft2.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.fft.irfft2
-
### [torch.fft.irfft2](https://pytorch.org/docs/stable/generated/torch.fft.irfft2.html#torch-fft-irfft2)
-
```python
torch.fft.irfft2(input, s=None, dim=(- 2, - 1), norm='backward', *, out=None)
```
### [paddle.fft.irfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfft2_cn.html#irfft2)
-
```python
paddle.fft.irfft2(x, s=None, axes=(- 2, - 1), norm='backward', name=None)
```
@@ -15,7 +12,6 @@ paddle.fft.irfft2(x, s=None, axes=(- 2, - 1), norm='backward', name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -24,7 +20,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| norm | norm | 表示傅里叶变换的缩放模式。 |
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
-### 转写示例
+### 转写示例
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.irfftn.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.irfftn.md
index 3871946d179..6ed6e71a224 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.irfftn.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.irfftn.md
@@ -1,7 +1,5 @@
-## [ torch 参数更多 ] torch.fft.irfftn
-
+## [ torch 参数更多 ]torch.fft.irfftn
### [torch.fft.irfftn](https://pytorch.org/docs/stable/generated/torch.fft.irfftn.html?highlight=irfftn#torch.fft.irfftn)
-
```python
torch.fft.irfftn(input,
s=None,
@@ -12,7 +10,6 @@ torch.fft.irfftn(input,
```
### [paddle.fft.irfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/irfftn_cn.html)
-
```python
paddle.fft.irfftn(x,
s=None,
@@ -23,7 +20,6 @@ paddle.fft.irfftn(x,
其中，PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x |输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.rfft.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.rfft.md
index a2d5deeddfd..112827aa841 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.rfft.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.rfft.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.fft.rfft
-
### [torch.fft.rfft](https://pytorch.org/docs/stable/generated/torch.fft.rfft.html#torch-fft-rfft)
-
```python
torch.fft.rfft(input, n=None, dim=(- 2, - 1), norm='backward', *, out=None)
```
### [paddle.fft.rfft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfft_cn.html#rfft)
-
```python
paddle.fft.rfft(x, n=None, axis=(- 2, - 1), norm='backward', name=None)
```
@@ -15,7 +12,6 @@ paddle.fft.rfft(x, n=None, axis=(- 2, - 1), norm='backward', name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -24,7 +20,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| norm | norm | 表示傅里叶变换的缩放模式。 |
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
-### 转写示例
+### 转写示例
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.rfft2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.rfft2.md
index d8243482393..0132181cf3d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.rfft2.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.rfft2.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.fft.rfft2
-
### [torch.fft.rfft2](https://pytorch.org/docs/stable/generated/torch.fft.rfft2.html)
-
```python
torch.fft.rfft2(input, s=None, dim=(-2, -1), norm=None, *, out=None)
```
### [paddle.fft.rfft2](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfft2_cn.html#rfft2)
-
```python
paddle.fft.rfft2(x, s=None, axes=(- 2, - 1), norm='backward', name=None)
```
@@ -15,7 +12,6 @@ paddle.fft.rfft2(x, s=None, axes=(- 2, - 1), norm='backward', name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----- |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -24,7 +20,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| norm | norm | 表示傅里叶变换的缩放模式。 |
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
-### 转写示例
+### 转写示例
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.rfftfreq.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.rfftfreq.md
index 7a5b8c7cff1..d6f4ec6b93a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.rfftfreq.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.rfftfreq.md
@@ -1,7 +1,5 @@
-## [ torch 参数更多 ] torch.fft.rfftfreq
-
+## [ torch 参数更多 ]torch.fft.rfftfreq
### [torch.fft.rfftfreq](https://pytorch.org/docs/stable/generated/torch.fft.rfftfreq.html?highlight=rfftfreq#torch.fft.rfftfreq)
-
```python
torch.fft.rfftfreq(n,
d=1.0,
@@ -14,7 +12,6 @@ torch.fft.rfftfreq(n,
```
### [paddle.fft.rfftfreq](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfftfreq_cn.html)
-
```python
paddle.fft.rfftfreq(n,
d=1.0,
@@ -24,7 +21,6 @@ paddle.fft.rfftfreq(n,
其中，PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| n |n | 窗长度（傅里叶变换点数）。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.rfftn.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.rfftn.md
index 88bf023eee1..cbd75086de0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.rfftn.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fft.rfftn.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.fft.rfftn
-
### [torch.fft.rfftn](https://pytorch.org/docs/stable/generated/torch.fft.rfftn.html#torch-fft-rfftn)
-
```python
torch.fft.rfftn(input, s=None, dim=None, norm='backward', *, out=None)
```
### [paddle.fft.rfftn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fft/rfftn_cn.html#rfftn)
-
```python
paddle.fft.rfftn(x, s=None, axes=None, norm='backward', name=None)
```
@@ -15,7 +12,6 @@ paddle.fft.rfftn(x, s=None, axes=None, norm='backward', name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -24,7 +20,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| norm | norm | 表示傅里叶变换的缩放模式。 |
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
-### 转写示例
+### 转写示例
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fix.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fix.md
index fab95417560..f1b3ba345f6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fix.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fix.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.fix
### [torch.fix](https://pytorch.org/docs/stable/generated/torch.fix.html?highlight=torch+fix#torch.fix)
-
```python
torch.fix(input,
*,
@@ -8,7 +7,6 @@ torch.fix(input,
```
### [paddle.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trunc_cn.html)
-
```python
paddle.trunc(input,
name=None)
@@ -16,7 +14,6 @@ paddle.trunc(input,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | input | 表示输入的 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fmax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fmax.md
index 2e080159e43..703b42f87cd 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fmax.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fmax.md
@@ -1,20 +1,16 @@
-## [torch 参数更多 ]torch.fmax
-
+## [ torch 参数更多 ]torch.fmax
### [torch.fmax](https://pytorch.org/docs/stable/generated/torch.fmax.html#torch.fmax)
-
```python
torch.fmax(input, other, *, out=None)
```
### [paddle.fmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmax_cn.html)
-
```python
paddle.fmax(x, y, name=None)
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fmin.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fmin.md
index 9cc6820ee98..d2bc845cd13 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fmin.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fmin.md
@@ -1,20 +1,16 @@
-## [torch 参数更多 ]torch.fmin
-
+## [ torch 参数更多 ]torch.fmin
### [torch.fmin](https://pytorch.org/docs/stable/generated/torch.fmin.html#torch.fmin)
-
```python
torch.fmin(input, other, *, out=None)
```
### [paddle.fmin](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/fmin_cn.html)
-
```python
paddle.fmin(x, y, name=None)
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fmod.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fmod.md
index 48d4e207d60..35fe324bf58 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fmod.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.fmod.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.fmod
+## [ torch 参数更多 ]torch.fmod
### [torch.fmod](https://pytorch.org/docs/stable/generated/torch.fmod.html?highlight=fmod#torch.fmod)
-
```python
torch.fmod(input,
other,
@@ -9,7 +8,6 @@ torch.fmod(input,
```
### [paddle.mod](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mod_cn.html#mod)
-
```python
paddle.mod(x,
y,
@@ -18,7 +16,6 @@ paddle.mod(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的被除数 ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.frac.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.frac.md
index 71551e5e46c..19a26744798 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.frac.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.frac.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.frac
+## [ torch 参数更多 ]torch.frac
### [torch.frac](https://pytorch.org/docs/stable/generated/torch.frac.html?highlight=frac#torch.frac)
-
```python
torch.frac(input,
*,
@@ -8,7 +7,6 @@ torch.frac(input,
```
### [paddle.frac](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/frac_cn.html#frac)
-
```python
paddle.frac(x,
name=None)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.frexp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.frexp.md
index 7c6943fc5e5..f0dd8fdc746 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.frexp.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.frexp.md
@@ -1,14 +1,11 @@
## [ torch 参数更多 ]torch.frexp
-
### [torch.frexp](https://pytorch.org/docs/stable/generated/torch.frexp.html?highlight=frexp#torch.frexp)
-
```python
torch.frexp(input,
out=None)
```
### [paddle.frexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/frexp_cn.html#frexp)
-
```python
paddle.frexp(x,
name=None)
@@ -16,16 +13,13 @@ paddle.frexp(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
| out | - | 表示输出的 Tensor,可选项，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.frexp(x,out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.gcd.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.gcd.md
index 27c3759160e..9cfd3aed6d9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.gcd.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.gcd.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多]torch.gcd
-
+## [ torch 参数更多 ]torch.gcd
### [torch.gcd](https://pytorch.org/docs/stable/generated/torch.gcd.html#torch-gcd)
-
```python
torch.gcd(input, other, *, out=None)
```
### [paddle.gcd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gcd_cn.html#gcd)
-
```python
paddle.gcd(x, y, name=None)
```
@@ -15,7 +12,6 @@ paddle.gcd(x, y, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------- |
| input | x | 表示输入的第一个 Tensor ，仅参数名不一致。 |
@@ -23,9 +19,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.gcd(x,y, out=output)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hamming_window.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hamming_window.md
index 29fada58112..8d096ea5930 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hamming_window.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hamming_window.md
@@ -1,19 +1,16 @@
## [ torch 参数更多 ]torch.hamming_window
### [torch.hamming_window](https://pytorch.org/docs/stable/generated/torch.hamming_window.html)
-
```python
torch.hamming_window(window_length, periodic=True, alpha=0.54, beta=0.46, *, dtype=None, layout=torch.strided, device=None, requires_grad=False)
```
### [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window)
-
```python
paddle.audio.functional.get_window(window, win_length, fftbins=True, dtype='float64')
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | window | 窗函数类型，Pytorch 无此参数，Paddle 需设置为 `hamming`。 |
@@ -27,7 +24,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| requires_grad | - | 表示是否计算梯度， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### window：窗函数类型
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hann_window.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hann_window.md
index 878140d2930..6d9911b25c4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hann_window.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hann_window.md
@@ -1,19 +1,16 @@
## [ torch 参数更多 ]torch.hann_window
### [torch.hann_window](https://pytorch.org/docs/stable/generated/torch.hann_window.html)
-
```python
torch.hann_window(window_length, periodic=True, *, dtype=None, layout=torch.strided, device=None, requires_grad=False)
```
### [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window)
-
```python
paddle.audio.functional.get_window(window, win_length, fftbins=True, dtype='float64')
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | window | 窗函数类型，Pytorch 无此参数，Paddle 需设置为 `hann`。 |
@@ -25,7 +22,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| requires_grad | - | 表示是否计算梯度， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### window：窗函数类型
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.heaviside.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.heaviside.md
index 733490e205c..4d01ce36606 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.heaviside.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.heaviside.md
@@ -1,19 +1,16 @@
## [ torch 参数更多 ]torch.heaviside
### [torch.heaviside](https://pytorch.org/docs/stable/generated/torch.heaviside.html#torch.heaviside)
-
```python
torch.heaviside(input, values, *, out=None)
```
### [paddle.heaviside](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/heaviside_cn.html#heaviside)
-
```python
paddle.heaviside(x, y, name=None)
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.download_url_to_file.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.download_url_to_file.md
index 9b35a3accd5..58e41b1d6bf 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.download_url_to_file.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.download_url_to_file.md
@@ -1,7 +1,5 @@
-## [ torch 参数更多 ] torch.hub.download_url_to_file
-
+## [ torch 参数更多 ]torch.hub.download_url_to_file
### [torch.hub.download_url_to_file](https://pytorch.org/docs/stable/hub.html?highlight=download#torch.hub.download_url_to_file)
-
```python
torch.hub.download_url_to_file(url,
dst,
@@ -10,7 +8,6 @@ torch.hub.download_url_to_file(url,
```
### [paddle.utils.download.get_weights_path_from_url](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/download/get_weights_path_from_url_cn.html)
-
```python
paddle.utils.download.get_weights_path_from_url(url,
md5sum=None)
@@ -19,7 +16,6 @@ paddle.utils.download.get_weights_path_from_url(url,
其中，PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
|url |url |下载的链接。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.help.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.help.md
index b8ec32c0378..a20d655b035 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.help.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.help.md
@@ -1,7 +1,5 @@
-## [torch 参数更多] torch.hub.help
-
+## [ torch 参数更多 ]torch.hub.help
### [torch.hub.help](https://pytorch.org/docs/stable/hub.html?highlight=hub+help#torch.hub.help)
-
```python
torch.hub.help(github,
model,
@@ -11,7 +9,6 @@ torch.hub.help(github,
```
### [paddle.hub.help](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/help_cn.html)
-
```python
paddle.hub.help(repo_dir,
model,
@@ -22,7 +19,6 @@ paddle.hub.help(repo_dir,
其中，PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| github | repo_dir |repo 地址，支持 git 地址形式和 local 地址，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.list.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.list.md
index 84941d9d5ba..580ee466551 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.list.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.list.md
@@ -1,7 +1,5 @@
-## [ torch 参数更多 ] torch.hub.list
-
+## [ torch 参数更多 ]torch.hub.list
### [torch.hub.list](https://pytorch.org/docs/stable/hub.html?highlight=hub+list#torch.hub.list)
-
```python
torch.hub.list(github,
force_reload=False,
@@ -10,7 +8,6 @@ torch.hub.list(github,
```
### [paddle.hub.list](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/list_cn.html)
-
```python
paddle.hub.list(repo_dir,
source='github',
@@ -21,7 +18,6 @@ paddle.hub.list(repo_dir,
其中，PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| github | repo_dir |repo 地址，支持 git 地址形式和 local 地址，仅参数名不一致。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.load.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.load.md
index 1bb749b0274..882f1d5c624 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.load.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.load.md
@@ -1,7 +1,5 @@
-## [ torch 参数更多 ] torch.hub.load
-
+## [ torch 参数更多 ]torch.hub.load
### [torch.hub.load](https://pytorch.org/docs/stable/hub.html?highlight=hub+load#torch.hub.load)
-
```python
torch.hub.load(repo_or_dir,
model,
@@ -15,7 +13,6 @@ torch.hub.load(repo_or_dir,
```
### [paddle.hub.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/load_cn.html)
-
```python
paddle.hub.load(repo_dir,
model,
@@ -26,7 +23,6 @@ paddle.hub.load(repo_dir,
其中，PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| repo_or_dir |repo_dir |repo 地址，支持 git 地址形式和 local 地址，仅参数名不同。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.load_state_dict_from_url.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.load_state_dict_from_url.md
index 63d3fcfc714..f96267ad9b8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.load_state_dict_from_url.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hub.load_state_dict_from_url.md
@@ -1,20 +1,16 @@
## [ torch 参数更多 ]torch.hub.load_state_dict_from_url
-
### [torch.hub.load_state_dict_from_url](https://pytorch.org/docs/stable/hub.html#torch.hub.load_state_dict_from_url)
-
```python
torch.hub.load_state_dict_from_url(url, model_dir=None, map_location=None, progress=True, check_hash=False, file_name=None, weights_only=False)
```
### [paddle.hub.load_state_dict_from_url](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hub/load_state_dict_from_url_cn.html#load-state-dict-from-url)
-
```python
paddle.hub.load_state_dict_from_url(url, model_dir=None, check_hash=False, file_name=None, map_location=None)
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| url | url | 要下载对象的 URL 地址。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hypot.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hypot.md
index 952d7070c98..7c6660f15fe 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hypot.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.hypot.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.hypot
-
### [torch.hypot](https://pytorch.org/docs/stable/generated/torch.hypot.html#torch.hypot)
-
```python
torch.hypot(input, other, *, out=None)
```
### [paddle.hypot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/hypot_cn.html)
-
```python
paddle.hypot(x, y, name=None)
```
@@ -15,7 +12,6 @@ paddle.hypot(x, y, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------------------- |
| input | x | 输入 Tensor，仅参数名不一致。 |
@@ -23,9 +19,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.hypot(x, y, out=out)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.index_add.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.index_add.md
index 6882dace103..8d23bb8cff3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.index_add.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.index_add.md
@@ -1,19 +1,16 @@
## [ torch 参数更多 ]torch.index_add
### [torch.index_add](https://pytorch.org/docs/stable/generated/torch.index_add.html#torch.index_add)
-
```python
torch.index_add(input, dim, index, source, *, alpha=1, out=None)
```
### [paddle.index_add](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/index_add_cn.html#index-add)
-
```python
paddle.index_add(x, index, axis, value, name=None)
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.inner.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.inner.md
index 30e307fc0fc..234cbd83dbf 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.inner.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.inner.md
@@ -1,13 +1,10 @@
-## [torch 参数更多 ]torch.inner
-
+## [ torch 参数更多 ]torch.inner
### [torch.inner](https://pytorch.org/docs/stable/generated/torch.inner.html?highlight=inner#torch.inner)
-
```python
torch.inner(input, other, *, out=None)
```
### [paddle.inner](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/inner_cn.html)
-
```python
paddle.inner(x, y, name=None)
```
@@ -15,7 +12,6 @@ paddle.inner(x, y, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor ，仅参数名不一致。 |
@@ -24,7 +20,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 转写示例
-
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.inverse.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.inverse.md
index 2d5bc7b5a17..4dbf26d1a43 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.inverse.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.inverse.md
@@ -1,13 +1,10 @@
-## [torch 参数更多 ]torch.inverse
-
+## [ torch 参数更多 ]torch.inverse
### [torch.inverse](https://pytorch.org/docs/stable/generated/torch.inverse.html?highlight=inverse#torch.inverse)
-
```python
torch.inverse(input, *, out=None)
```
### [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html)
-
```python
paddle.linalg.inv(x, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.inv(x, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor ，仅参数名不一致。 |
@@ -23,7 +19,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 转写示例
-
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.isneginf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.isneginf.md
index f7d301f9aa2..6382f3d2f38 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.isneginf.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.isneginf.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.isneginf
-
+## [ torch 参数更多 ]torch.isneginf
### [torch.isneginf](https://pytorch.org/docs/stable/generated/torch.isneginf.html#torch-isneginf)
-
```python
torch.isneginf(input, *, out=None)
```
### [paddle.isneginf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isneginf_cn.html)
-
```python
paddle.isneginf(x, name=None)
```
@@ -15,16 +12,13 @@ paddle.isneginf(x, name=None)
Pytorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------ | ----------- | ------------------------------------------------ |
| input | x | 输入的 Tensor，仅参数名不一致。 |
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# Pytorch 写法
torch.isneginf(x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.isposinf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.isposinf.md
index 2ba94702296..36e10d19834 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.isposinf.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.isposinf.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.isposinf
-
+## [ torch 参数更多 ]torch.isposinf
### [torch.isposinf](https://pytorch.org/docs/stable/generated/torch.isposinf.html#torch-isposinf)
-
```python
torch.isposinf(input, *, out=None)
```
### [paddle.isposinf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/isposinf_cn.html)
-
```python
paddle.isposinf(x, name=None)
```
@@ -15,16 +12,13 @@ paddle.isposinf(x, name=None)
Pytorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------ | ----------- | ------------------------------------------------ |
| input | x | 输入的 Tensor，仅参数名不一致。 |
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
### 转写实例
-
#### out 参数：指定输出
-
```python
# Pytorch 写法
torch.isposinf(x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.jit.ignore.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.jit.ignore.md
index 1f53418249f..bb8fb8c5419 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.jit.ignore.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.jit.ignore.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.jit.ignore
-
+## [ torch 参数更多 ]torch.jit.ignore
### [torch.jit.ignore](https://pytorch.org/docs/stable/generated/torch.jit.ignore.html#torch-jit-ignore)
-
```python
torch.jit.ignore(drop=False, **kwargs)
```
### [paddle.jit.not_to_static](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/not_to_static_cn.html#not-to-static)
-
```python
paddle.jit.not_to_static()
```
@@ -15,14 +12,12 @@ paddle.jit.not_to_static()
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------------------- |
| drop | - | 是否完全移除该方法，Paddle 无此参数，暂无转写方式。 |
### 转写示例
-
```python
# PyTorch 写法:
class MyModule(nn.Module):
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.jit.load.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.jit.load.md
index 4dc27e87ea6..b45d7ebad4d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.jit.load.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.jit.load.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.jit.load
-
+## [ torch 参数更多 ]torch.jit.load
### [torch.jit.load](https://pytorch.org/docs/stable/generated/torch.jit.load.html#torch.jit.load)
-
```python
torch.jit.load(f, map_location=None, _extra_files=None)
```
### [paddle.jit.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/load_cn.html)
-
```python
paddle.jit.load(path, **configs)
```
@@ -15,7 +12,6 @@ paddle.jit.load(path, **configs)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------------------- |
| f | path | PyTorch 为文件对象或文件名包含后缀，Paddle 为文件名不包含后缀，读取 .pdiparams，.pdmodel 等后缀文件。 |
@@ -24,9 +20,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| - | configs | 其他用于兼容的载入配置选项，PyTorch 无此参数，Paddle 保持默认即可。 |
### 转写示例
-
#### f 参数用法不同
-
```python
# PyTorch 写法:
torch.jit.load('scriptmodule.pt')
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.jit.save.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.jit.save.md
index 8aba7774ed2..e0d4a0a28e6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.jit.save.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.jit.save.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.jit.save
-
+## [ torch 参数更多 ]torch.jit.save
### [torch.jit.save](https://pytorch.org/docs/stable/generated/torch.jit.save.html#torch-jit-save)
-
```python
torch.jit.save(m, f, _extra_files=None)
```
### [paddle.jit.save](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/save_cn.html#cn-api-paddle-jit-save)
-
```python
paddle.jit.save(layer, path, input_spec=None, **configs)
```
@@ -15,7 +12,6 @@ paddle.jit.save(layer, path, input_spec=None, **configs)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------------------- |
| m | layer | 需要存储的的函数/Module，仅参数名不一致。 |
@@ -24,9 +20,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| - | input_spec | 描述存储模型 forward 方法的输入，PyTorch 无此参数，Paddle 保持默认即可。 |
### 转写示例
-
#### f: 参数用法不同
-
```python
# PyTorch 写法:
torch.jit.save(m, 'scriptmodule.pt')
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.jit.script.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.jit.script.md
index 1bad754aa95..fe0ae35de52 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.jit.script.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.jit.script.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.jit.script
-
+## [ torch 参数更多 ]torch.jit.script
### [torch.jit.script](https://pytorch.org/docs/stable/generated/torch.jit.script.html#torch-jit-script)
-
```python
torch.jit.script(obj, optimize=None, _frames_up=0, _rcb=None, example_inputs=None)
```
### [paddle.jit.to_static](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/jit/to_static_cn.html#paddle.jit.to_static)
-
```python
paddle.jit.to_static(function, input_spec=None, build_strategy=None, backend=None, **kwargs)
```
@@ -15,7 +12,6 @@ paddle.jit.to_static(function, input_spec=None, build_strategy=None, backend=Non
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------------------- |
| obj | function | 待转换的函数，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lcm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lcm.md
index daf03afdf89..7d42eb74ca1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lcm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lcm.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多]torch.lcm
-
+## [ torch 参数更多 ]torch.lcm
### [torch.lcm](https://pytorch.org/docs/stable/generated/torch.lcm.html#torch-lcm)
-
```python
torch.lcm(input, other, *, out=None)
```
### [paddle.lcm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lcm_cn.html#lcm)
-
```python
paddle.lcm(x, y, name=None)
```
@@ -15,7 +12,6 @@ paddle.lcm(x, y, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------- |
| input | x | 表示输入的第一个 Tensor ，仅参数名不一致。 |
@@ -23,9 +19,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.lcm(x,y, out=output)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ldexp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ldexp.md
index e4226cf92ba..807f0a62075 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ldexp.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ldexp.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.ldexp
-
### [torch.ldexp](https://pytorch.org/docs/stable/generated/torch.ldexp.html#torch.ldexp)
-
```python
torch.ldexp(input, other, *, out=None)
```
### [paddle.ldexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/ldexp_cn.html#ldexp)
-
```python
paddle.ldexp(x, y, name=None)
```
@@ -15,7 +12,6 @@ paddle.ldexp(x, y, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -23,7 +19,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
```python
# PyTorch 写法
torch.ldexp(a, b, out=output)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lerp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lerp.md
index 6e99601a57b..80b5134d34a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lerp.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lerp.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.lerp
+## [ torch 参数更多 ]torch.lerp
### [torch.lerp](https://pytorch.org/docs/stable/generated/torch.lerp.html?highlight=lerp#torch.lerp)
-
```python
torch.lerp(input,
end,
@@ -10,7 +9,6 @@ torch.lerp(input,
```
### [paddle.lerp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lerp_cn.html#lerp)
-
```python
paddle.lerp(x,
y,
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lgamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lgamma.md
index 6d9a7f0117e..32e37d23070 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lgamma.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lgamma.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.lgamma
+## [ torch 参数更多 ]torch.lgamma
### [torch.lgamma](https://pytorch.org/docs/stable/generated/torch.lgamma.html?highlight=lgamma#torch.lgamma)
-
```python
torch.lgamma(input,
*,
@@ -8,7 +7,6 @@ torch.lgamma(input,
```
### [paddle.lgamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/lgamma_cn.html#lgamma)
-
```python
paddle.lgamma(x
, name=None)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.cholesky.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.cholesky.md
index f637e67be9d..4d81b16ec7a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.cholesky.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.cholesky.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多]torch.linalg.cholesky
-
+## [ torch 参数更多 ]torch.linalg.cholesky
### [torch.linalg.cholesky](https://pytorch.org/docs/stable/generated/torch.linalg.cholesky.html?highlight=linalg+cholesky#torch.linalg.cholesky)
-
```python
torch.linalg.cholesky(input, *, upper=False, out=None)
```
### [paddle.linalg.cholesky](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/cholesky_cn.html)
-
```python
paddle.linalg.cholesky(x, upper=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.cholesky(x, upper=False, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------- | ------- |
| input | x | 表示输入参数为多维 Tensor，它的维度应该为 [*, M, N]，其中*为零或更大的批次尺寸，并且最里面的两个维度上的矩阵都应为对称的正定矩阵，仅参数名不一致。 |
@@ -23,9 +19,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor ，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out: 输出的 Tensor
-
```python
# PyTorch 写法
torch.linalg.cholesky(x, upper=False, out=output)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.cond.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.cond.md
index c2694b7828d..36635d67e54 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.cond.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.cond.md
@@ -1,14 +1,11 @@
-## [torch 参数更多]torch.linalg.cond
-
+## [ torch 参数更多 ]torch.linalg.cond
### [torch.linalg.cond](https://pytorch.org/docs/stable/generated/torch.linalg.cond.html#torch.linalg.cond)
-
```python
# PyTorch 文档有误，第一个参数名为 input
torch.linalg.cond(input, p=None, *, out=None)
```
### [paddle.linalg.cond](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/cond_cn.html)
-
```python
paddle.linalg.cond(x, p=None, name=None)
```
@@ -16,7 +13,6 @@ paddle.linalg.cond(x, p=None, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------------------------- |
| input | x | 输入 Tensor，仅参数名不一致。 |
@@ -24,9 +20,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out 参数：输出的 Tensor
-
```python
# PyTorch 写法:
torch.linalg.cond(x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.cross.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.cross.md
index da4d225eebc..e33a7f0c3b4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.cross.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.cross.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.linalg.cross
-
### [torch.linalg.cross](https://pytorch.org/docs/stable/generated/torch.linalg.cross.html?highlight=torch+linalg+cross#torch.linalg.cross)
-
```python
torch.linalg.cross(input, other, *, dim=- 1, out=None)
```
### [paddle.cross](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/cross_cn.html)
-
```python
paddle.cross(x, y, axis=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.cross(x, y, axis=None, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -23,7 +19,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| dim | axis | 表示进行运算的维度，参数默认值不一致。PyTorch 默认为`-1`，Paddle 默认为 `None`。 |
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
-### 转写示例
+### 转写示例
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.det.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.det.md
index 6d559257ad1..6832d0bd75e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.det.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.det.md
@@ -1,28 +1,23 @@
## [ torch 参数更多 ]torch.linalg.det
### [torch.linalg.det](https://pytorch.org/docs/stable/generated/torch.linalg.det.html#torch.linalg.det)
-
```python
torch.linalg.det(A, *, out=None)
```
### [paddle.linalg.det](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/det_cn.html#det)
-
```python
paddle.linalg.det(x)
```
torch 参数更多，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| A | x | 表示输入的 Tensor ，仅参数名不一致。 |
| out | - | 表示输出 Tensor， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.linalg.det(x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.eig.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.eig.md
index 36eb3e90005..0caa46b4c52 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.eig.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.eig.md
@@ -1,29 +1,23 @@
## [ torch 参数更多 ]torch.linalg.eig
-
### [torch.linalg.eig](https://pytorch.org/docs/stable/generated/torch.linalg.eig.html?highlight=torch+linalg+eig#torch.linalg.eig)
-
```python
torch.linalg.eig(input, *, out=None)
```
### [paddle.linalg.eig](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eig_cn.html)
-
```python
paddle.linalg.eig(x, name=None)
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------------------------- |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
| out | - | 表示输出的 tuple，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.linalg.eig(t, out=(L,V))
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.eigh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.eigh.md
index 55991e7599c..cbaf6f7b159 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.eigh.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.eigh.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.linalg.eigh
-
+## [ torch 参数更多 ]torch.linalg.eigh
### [torch.linalg.eigh](https://pytorch.org/docs/stable/generated/torch.linalg.eigh.html#torch.linalg.eigh)
-
```python
torch.linalg.eigh(input, UPLO='L', *, out=None)
```
### [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html)
-
```python
paddle.linalg.eigh(x, UPLO='L', name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.eigh(x, UPLO='L', name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------ |
| input | x | 输入 Tensor，仅参数名不一致。 |
@@ -23,9 +19,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out 参数：输出的 Tensor
-
```python
# PyTorch 写法:
torch.linalg.eigh(x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.eigvals.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.eigvals.md
index 05c4ec995ea..2c5eb3a3ff6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.eigvals.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.eigvals.md
@@ -1,14 +1,11 @@
## [ torch 参数更多 ]torch.linalg.eigvals
-
### [torch.linalg.eigvals](https://pytorch.org/docs/stable/generated/torch.linalg.eigvals.html?highlight=torch+linalg+eigvals#torch.linalg.eigvals)
-
```python
torch.linalg.eigvals(input,
out=None)
```
### [paddle.linalg.eigvals](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigvals_cn.html)
-
```python
paddle.linalg.eigvals(x,
name=None)
@@ -16,16 +13,13 @@ paddle.linalg.eigvals(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------------------------- |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.linalg.eigvals(t, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.eigvalsh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.eigvalsh.md
index 2bd99550320..da2dcafad49 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.eigvalsh.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.eigvalsh.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.linalg.eigvalsh
-
+## [ torch 参数更多 ]torch.linalg.eigvalsh
### [torch.linalg.eigvalsh](https://pytorch.org/docs/stable/generated/torch.linalg.eigvalsh.html#torch.linalg.eigvalsh)
-
```python
torch.linalg.eigvalsh(input, UPLO='L', *, out=None)
```
### [paddle.linalg.eigvalsh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigvalsh_cn.html)
-
```python
paddle.linalg.eigvalsh(x, UPLO='L', name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.eigvalsh(x, UPLO='L', name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------------------------- |
| input | x | 输入 Tensor，仅参数名不一致。 |
@@ -23,9 +19,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out 参数：输出的 Tensor
-
```python
# PyTorch 写法:
torch.linalg.eigvalsh(x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.householder_product.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.householder_product.md
index beece6ddb66..69b854e100b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.householder_product.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.householder_product.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.linalg.householder_product
-
### [torch.linalg.householder_product](https://pytorch.org/docs/stable/generated/torch.linalg.householder_product.html#torch.linalg.householder_product)
-
```python
torch.linalg.householder_product(input, tau, *, out=None)
```
### [paddle.linalg.householder_product](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/householder_product_cn.html#householder-product)
-
```python
paddle.linalg.householder_product(x, tau, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.householder_product(x, tau, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------------------- |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
@@ -23,9 +19,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out 参数：输出的 Tensor
-
```python
# PyTorch 写法:
torch.linalg.householder_product(x, tau, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.inv.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.inv.md
index ae4336d9dce..bdb5c21d753 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.inv.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.inv.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.linalg.inv
-
+## [ torch 参数更多 ]torch.linalg.inv
### [torch.linalg.inv](https://pytorch.org/docs/stable/generated/torch.linalg.inv.html#torch.linalg.inv)
-
```python
torch.linalg.inv(A, *, out=None)
```
### [paddle.linalg.inv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/inv_cn.html)
-
```python
paddle.linalg.inv(x, name=None)
```
@@ -15,16 +12,13 @@ paddle.linalg.inv(x, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------------------------- |
| A | x | 输入 Tensor，仅参数名不一致。 |
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out 参数：输出的 Tensor
-
```python
# PyTorch 写法:
torch.linalg.inv(x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.lu_factor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.lu_factor.md
index 5824172693a..ffe5d0ecad6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.lu_factor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.lu_factor.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.linalg.lu_factor
-
### [torch.linalg.lu_factor](https://pytorch.org/docs/stable/generated/torch.linalg.lu_factor.html#torch.linalg.lu_factor)
-
```python
torch.linalg.lu_factor(A, *, pivot=True, out=None)
```
### [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html)
-
```python
paddle.linalg.lu(x, pivot=True, get_infos=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.lu(x, pivot=True, get_infos=False, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------------------------------- |
| A | x | 表示需要进行 LU 分解的输入 Tensor ，仅参数名不一致。 |
@@ -24,9 +20,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor 元组 ， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.linalg.lu_factor(A, out=(LU, pivots))
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.lu_factor_ex.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.lu_factor_ex.md
index 8a8debe3298..19c03e61bf4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.lu_factor_ex.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.lu_factor_ex.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.linalg.lu_factor_ex
-
### [torch.linalg.lu_factor_ex](https://pytorch.org/docs/stable/generated/torch.linalg.lu_factor_ex.html?highlight=lu_factor_ex#torch.linalg.lu_factor_ex)
-
```python
torch.linalg.lu_factor_ex(A, *, pivot=True, check_errors=False, out=None)
```
### [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html)
-
```python
paddle.linalg.lu(x, pivot=True, get_infos=True, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.lu(x, pivot=True, get_infos=True, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | ----------------------------------------------------------------------------------------------------- |
| A | x | 表示需要进行 LU 分解的输入 Tensor ，仅参数名不一致。 |
@@ -26,9 +22,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| 返回值 | 返回值 | 表示返回的 Tensor 元组 ，PyTorch 返回 info 的 shape 为[]，Paddle 返回 info 的 shape 为[1]，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.linalg.lu_factor_ex(A, out=(LU, pivots, info))
@@ -40,7 +34,6 @@ paddle.assign(y[0], out[0]), paddle.assign(y[1], out[1]), paddle.assign(y[2], ou
```
#### 返回值
-
```python
# PyTorch 写法
y = torch.linalg.lu_factor_ex(A)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.matrix_norm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.matrix_norm.md
index 362e7717aef..402621b2307 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.matrix_norm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.matrix_norm.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.linalg.matrix_norm
-
+## [ torch 参数更多 ]torch.linalg.matrix_norm
### [torch.linalg.matrix_norm](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_norm.html#torch.linalg.matrix_norm)
-
```python
torch.linalg.matrix_norm(input, ord='fro', dim=(-2, -1), keepdim=False, *, dtype=None, out=None)
```
### [paddle.linalg.matrix_norm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_norm_cn.html)
-
```python
paddle.linalg.matrix_norm(x, p='fro', axis=[-2,-1], keepdim=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.matrix_norm(x, p='fro', axis=[-2,-1], keepdim=False, name=None)
其中 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------------------------- |
| input | x | 输入 Tensor，仅参数名不一致。 |
@@ -26,9 +22,7 @@ paddle.linalg.matrix_norm(x, p='fro', axis=[-2,-1], keepdim=False, name=None)
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.linalg.matrix_norm(x, out=y)
@@ -38,7 +32,6 @@ paddle.assign(paddle.linalg.matrix_norm(x), y)
```
#### dtype：表示输出 Tensor 的数据类型
-
```python
# PyTorch 写法
torch.linalg.matrix_norm(x, dtype=torch.float64)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.matrix_power.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.matrix_power.md
index 2be52ad7935..740c802fe11 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.matrix_power.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.matrix_power.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.linalg.matrix_power
### [torch.linalg.matrix_power](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_power.html?highlight=torch+linalg+matrix_power#torch.linalg.matrix_power)
-
```python
torch.linalg.matrix_power(input,
n,
@@ -9,7 +8,6 @@ torch.linalg.matrix_power(input,
```
### [paddle.linalg.matrix_power](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/matrix_power_cn.html)
-
```python
paddle.linalg.matrix_power(x,
n,
@@ -18,7 +16,6 @@ paddle.linalg.matrix_power(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的欲进行 n 次幂运算的一个或一批方阵，类型为 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.matrix_rank.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.matrix_rank.md
index 6350cb823dd..d8e89bad86d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.matrix_rank.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.matrix_rank.md
@@ -1,4 +1,4 @@
-## [torch 参数更多 ]torch.linalg.matrix_rank
+## [ torch 参数更多 ]torch.linalg.matrix_rank
### [torch.linalg.matrix_rank](https://pytorch.org/docs/stable/generated/torch.linalg.matrix_rank.html?highlight=matrix_rank#torch.linalg.matrix_rank)
```python
torch.linalg.matrix_rank(A, *, atol=None, rtol=None ,hermitian=False, out=None)
@@ -12,7 +12,6 @@ paddle.linalg.matrix_rank(x, tol=None, hermitian=False, atol=None, rtol=None, na
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| A | x | 输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.multi_dot.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.multi_dot.md
index ab723dc0633..54b4a193a3a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.multi_dot.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.multi_dot.md
@@ -1,14 +1,11 @@
## [ torch 参数更多 ]torch.linalg.multi_dot
-
### [torch.linalg.multi_dot](https://pytorch.org/docs/stable/generated/torch.linalg.multi_dot.html?highlight=torch+linalg+multi_dot#torch.linalg.multi_dot)
-
```python
torch.linalg.multi_dot(tensors,
out=None)
```
### [paddle.linalg.multi_dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/multi_dot_cn.html)
-
```python
paddle.linalg.multi_dot(x,
name=None)
@@ -16,16 +13,13 @@ paddle.linalg.multi_dot(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| tensors | x | 表示输入的一个 tensor 列表 ，仅参数名不一致。 |
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.linalg.multi_dot(x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.pinv.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.pinv.md
index 3c661692c1f..3743d4893af 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.pinv.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.pinv.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.linalg.pinv
-
+## [ torch 参数更多 ]torch.linalg.pinv
### [torch.linalg.pinv](https://pytorch.org/docs/stable/generated/torch.linalg.pinv.html#torch.linalg.pinv)
-
```python
torch.linalg.pinv(input, *, atol=None, rtol=None, hermitian=False, out=None)
```
### [paddle.linalg.pinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/pinv_cn.html)
-
```python
paddle.linalg.pinv(x, rcond=1e-15, hermitian=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.pinv(x, rcond=1e-15, hermitian=False, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| --------- | ------------ | ------------------------------------------------------------------- |
| input | x | 输入 Tensor，仅参数名不一致。 |
@@ -25,9 +21,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out 参数：输出的 Tensor
-
```python
# PyTorch 写法:
torch.linalg.pinv(x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.qr.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.qr.md
index ddba2b3bbde..ece3f5b5d13 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.qr.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.qr.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.linalg.qr
-
+## [ torch 参数更多 ]torch.linalg.qr
### [torch.linalg.qr](https://pytorch.org/docs/stable/generated/torch.linalg.qr.html#torch.linalg.qr)
-
```python
torch.linalg.qr(A, mode='reduced', *, out=None)
```
### [paddle.linalg.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/qr_cn.html)
-
```python
paddle.linalg.qr(x, mode='reduced', name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.qr(x, mode='reduced', name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -------------------------------------------------- |
| A | x | 输入 Tensor，仅参数名不一致。 |
@@ -23,9 +19,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out 参数：输出的 Tensor
-
```python
# PyTorch 写法:
torch.linalg.qr(x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.solve.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.solve.md
index 3ae52d1649e..0ad0ef4332b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.solve.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.solve.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.linalg.solve
-
+## [ torch 参数更多 ]torch.linalg.solve
### [torch.linalg.solve](https://pytorch.org/docs/stable/generated/torch.linalg.solve.html#torch.linalg.solve)
-
```python
torch.linalg.solve(A, B, *, left=True, out=None)
```
### [paddle.linalg.solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/solve_cn.html)
-
```python
paddle.linalg.solve(x, y, left=True, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.solve(x, y, left=True, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------ |
| A | x | 输入线性方程组求解的一个或一批方阵，仅参数名不一致。 |
@@ -24,9 +20,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out 参数：输出的 Tensor
-
```python
# PyTorch 写法:
torch.linalg.solve(x1, x2, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.solve_triangular.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.solve_triangular.md
index 45665f57303..7a22b258602 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.solve_triangular.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.solve_triangular.md
@@ -1,14 +1,11 @@
## [ torch 参数更多 ]torch.linalg.solve_triangular
-
### [torch.linalg.solve_triangular](https://pytorch.org/docs/stable/generated/torch.linalg.solve_triangular.html?highlight=torch+linalg+solve_triangular#torch.linalg.solve_triangular)
-
```python
# PyTorch 文档有误，测试第一个参数为 input
torch.linalg.solve_triangular(input, B, *, upper, left=True, unitriangular=False, out=None)
```
### [paddle.linalg.triangular_solve](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/triangular_solve_cn.html)
-
```python
paddle.linalg.triangular_solve(x, y, upper=True, transpose=False, unitriangular=False, name=None)
```
@@ -16,7 +13,6 @@ paddle.linalg.triangular_solve(x, y, upper=True, transpose=False, unitriangular=
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------- | ----------------------------------------------------------------------------------------------------------------- |
| input | x | 表示线性方程组左边的系数 Tensor ，仅参数名不一致。 |
@@ -27,9 +23,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### left：表示系数 Tensor 的位置设置
-
```python
# PyTorch 写法, left 为 True
torch.linalg.solve_triangular(input, B, upper, left=True)
@@ -45,7 +39,6 @@ paddle.linalg.triangular_solve(input, B, upper, transpose=True)
```
#### out：指定输出
-
```python
# PyTorch 写法
torch.linalg.solve_triangular(input, B, upper, left, unitriangular, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.svd.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.svd.md
index 591fb5a9e06..503cccd3516 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.svd.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.svd.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多 ] torch.linalg.svd
-
+## [ torch 参数更多 ]torch.linalg.svd
### [torch.linalg.svd](https://pytorch.org/docs/stable/generated/torch.linalg.svd.html?highlight=svd#torch.linalg.svd)
-
```python
torch.linalg.svd(A, full_matrices=True, *, driver=None, out=None)
```
### [paddle.linalg.svd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_cn.html)
-
```python
paddle.linalg.svd(x, full_matrices=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.svd(x, full_matrices=False, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------- | ---------------------------------------------------------------------------------------------- |
| A | x | 输入 Tensor，仅参数名不一致。 |
@@ -24,9 +20,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out 参数：输出的 Tensor
-
```python
# PyTorch 写法:
torch.linalg.svd(x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.svdvals.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.svdvals.md
index 3cf9db64776..d86f4757083 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.svdvals.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.svdvals.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多 ] torch.linalg.svdvals
-
+## [ torch 参数更多 ]torch.linalg.svdvals
### [torch.linalg.svdvals](https://pytorch.org/docs/stable/generated/torch.linalg.svdvals.html#torch.linalg.svdvals)
-
```python
torch.linalg.svdvals(A, *, driver=None, out=None)
```
### [paddle.linalg.svdvals](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/linalg.py#L3019)
-
```python
paddle.linalg.svdvals(x, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.svdvals(x, name=None)
其中 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------- | ------------------------------------------------------------------------------------ |
| A | x | 输入 Tensor，仅参数名不一致。 |
@@ -23,9 +19,7 @@ paddle.linalg.svdvals(x, name=None)
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out 参数：输出的 Tensor
-
```python
# PyTorch 写法:
torch.linalg.svdvals(A=x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.vecdot.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.vecdot.md
index a703a9d72d7..9ddebfbbef6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.vecdot.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linalg.vecdot.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.linalg.vecdot
-
+## [ torch 参数更多 ]torch.linalg.vecdot
### [torch.linalg.vecdot](https://pytorch.org/docs/stable/generated/torch.linalg.vecdot.html)
-
```python
torch.linalg.vecdot(x, y, *, dim=-1, out=None)
```
### [paddle.linalg.vecdot](https://github.com/PaddlePaddle/Paddle/blob/develop/python/paddle/tensor/linalg.py#L1881)
-
```python
paddle.linalg.vecdot(x, y, axis=-1, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.vecdot(x, y, axis=-1, name=None)
其中 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------------------------- |
| x | x | 输入 Tensor。 |
@@ -24,9 +20,7 @@ paddle.linalg.vecdot(x, y, axis=-1, name=None)
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.linalg.vecdot(x=a, y=b, out=out)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linspace.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linspace.md
index 60e1d8aa822..2b33bf0b560 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linspace.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.linspace.md
@@ -1,7 +1,5 @@
-## [torch 参数更多]torch.linspace
-
-### [torch.linspace](https://pytorch.org/docs/stable/generated/torch.linspace.html?highlight=linspace#torch.linspace)
-
+## [ torch 参数更多 ]torch.linspace
+### [torch.linspace](https://pytorch.org/docs/stable/generated/torch.linspace.html?highlight=linspace#torch.linspace)
```python
torch.linspace(start,
end,
@@ -14,8 +12,7 @@ torch.linspace(start,
requires_grad=False)
```
-### [paddle.linspace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linspace_cn.html)
-
+### [paddle.linspace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linspace_cn.html)
```python
paddle.linspace(start,
stop,
@@ -27,7 +24,6 @@ paddle.linspace(start,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------------ |
| start | start | 表示区间开始的变量。 |
@@ -40,9 +36,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| requires_grad | - | 表示是否计算梯度，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.linspace(0, 10, 5, out=y)
@@ -52,7 +46,6 @@ paddle.assign(paddle.linspace(0, 10, 5), y)
```
#### device: Tensor 的设备
-
```python
# PyTorch 写法
y = torch.linspace(0, 10, 5, device=torch.device('cpu'))
@@ -63,7 +56,6 @@ y.cpu()
```
#### requires_grad：是否求梯度
-
```python
# PyTorch 写法
y = torch.linspace(0, 10, 5, requires_grad=True)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.load.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.load.md
index afe4fdfe901..c07c6f70dbe 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.load.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.load.md
@@ -1,7 +1,5 @@
-## [torch 参数更多 ]torch.load
-
+## [ torch 参数更多 ]torch.load
### [torch.load](https://pytorch.org/docs/stable/generated/torch.load.html?highlight=load#torch.load)
-
```python
torch.load(f,
map_location=None,
@@ -13,7 +11,6 @@ torch.load(f,
```
### [paddle.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/load_cn.html#load)
-
```python
paddle.load(path,
**configs)
@@ -22,7 +19,6 @@ paddle.load(path,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------------- | ------------ | ------------------------------------------------------------ |
| f | path | 载入目标对象实例的路径/内存对象， 仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.log10.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.log10.md
index 438254d671e..ca54ffa254b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.log10.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.log10.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.log10
+## [ torch 参数更多 ]torch.log10
### [torch.log10](https://pytorch.org/docs/stable/generated/torch.log10.html?highlight=log10#torch.log10)
-
```python
torch.log10(input,
*,
@@ -8,7 +7,6 @@ torch.log10(input,
```
### [paddle.log10](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log10_cn.html#log10)
-
```python
paddle.log10(x,
name=None)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.log1p.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.log1p.md
index 8b052cefbfd..2fce0dbee13 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.log1p.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.log1p.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.log1p
+## [ torch 参数更多 ]torch.log1p
### [torch.log1p](https://pytorch.org/docs/stable/generated/torch.log1p.html?highlight=log1p#torch.log1p)
-
```python
torch.log1p(input,
*,
@@ -8,7 +7,6 @@ torch.log1p(input,
```
### [paddle.log1p](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log1p_cn.html#log1p)
-
```python
paddle.log1p(x,
name=None)
@@ -16,7 +14,6 @@ paddle.log1p(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.logaddexp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.logaddexp.md
index 65b232c4fcc..66a10756bed 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.logaddexp.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.logaddexp.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.logaddexp
-
### [torch.logaddexp](https://pytorch.org/docs/stable/generated/torch.logaddexp.html#torch.logaddexp)
-
```python
torch.logaddexp(input, other, *, out=None)
```
### [paddle.logaddexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logaddexp_cn.html#logaddexp)
-
```python
paddle.logaddexp(x, y, name=None)
```
@@ -15,7 +12,6 @@ paddle.logaddexp(x, y, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -24,7 +20,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 转写示例
-
```python
# PyTorch 写法
torch.logaddexp(a, b, out=output)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.logcumsumexp.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.logcumsumexp.md
index 0c0fa41ffa6..be7db72ba95 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.logcumsumexp.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.logcumsumexp.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多]torch.logcumsumexp
-
+## [ torch 参数更多 ]torch.logcumsumexp
### [torch.logcumsumexp](https://pytorch.org/docs/stable/generated/torch.logcumsumexp.html#torch-logcumsumexp)
-
```python
torch.logcumsumexp(input, dim, *, out=None)
```
### [paddle.logcumsumexp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logcumsumexp_cn.html#logcumsumexp)
-
```python
paddle.logcumsumexp(x, axis=None, dtype=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.logcumsumexp(x, axis=None, dtype=None, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------------- |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -24,9 +20,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| - | dtype | 表示输出 Tensor 的数据类型，PyTorch 无此参数，Paddle 保持默认即可。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.logcumsumexp(x,dim=0, out=output)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.logspace.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.logspace.md
index 31aa48b252a..561b79c1156 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.logspace.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.logspace.md
@@ -1,7 +1,5 @@
-## [torch 参数更多]torch.logspace
-
-### [torch.logspace](https://pytorch.org/docs/stable/generated/torch.logspace.html?highlight=logspace#torch.logspace)
-
+## [ torch 参数更多 ]torch.logspace
+### [torch.logspace](https://pytorch.org/docs/stable/generated/torch.logspace.html?highlight=logspace#torch.logspace)
```python
torch.logspace(start,
end,
@@ -15,8 +13,7 @@ torch.logspace(start,
requires_grad=False)
```
-### [paddle.logspace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logspace_cn.html)
-
+### [paddle.logspace](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logspace_cn.html)
```python
paddle.logspace(start,
stop,
@@ -29,7 +26,6 @@ paddle.logspace(start,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------------ |
| start | start | 表示区间开始值以 base 为底的指数。 |
@@ -43,9 +39,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| requires_grad | - | 表示是否计算梯度，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.logspace(0, 10, 5, 2, out=y)
@@ -55,7 +49,6 @@ paddle.assign(paddle.logspace(0, 10, 5, 2), y)
```
#### device: Tensor 的设备
-
```python
# PyTorch 写法
y = torch.logspace(0, 10, 5, 2, device=torch.device('cpu'))
@@ -66,7 +59,6 @@ y.cpu()
```
#### requires_grad：是否求梯度
-
```python
# PyTorch 写法
y = torch.logspace(0, 10, 5, 2, requires_grad=True)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lu.md
index 491a1e98475..d91994aa47a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lu.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lu.md
@@ -1,13 +1,10 @@
-## [torch 参数更多 ]torch.lu
-
+## [ torch 参数更多 ]torch.lu
### [torch.lu](https://pytorch.org/docs/stable/generated/torch.lu.html?highlight=lu#torch.lu)
-
```python
torch.lu(A, pivot=True, get_infos=False, out)
```
### [paddle.linalg.lu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_cn.html)
-
```python
paddle.linalg.lu(x, pivot=True, get_infos=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.lu(x, pivot=True, get_infos=False, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| A | x | 输入的 Tensor ，仅参数名不一致。 |
@@ -24,7 +20,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lu_unpack.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lu_unpack.md
index f814e345476..8e47ada2907 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lu_unpack.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.lu_unpack.md
@@ -1,12 +1,10 @@
-## [torch 参数更多 ]torch.lu_unpack
+## [ torch 参数更多 ]torch.lu_unpack
### [torch.lu_unpack](https://pytorch.org/docs/stable/generated/torch.lu_unpack.html?highlight=lu_unpack#torch.lu_unpack)
-
```python
torch.lu_unpack(LU_data, LU_pivots, unpack_data=True, unpack_pivots=True, *, out=None)
```
### [paddle.linalg.lu_unpack](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/lu_unpack_cn.html)
-
```python
paddle.linalg.lu_unpack(x, y, unpack_ludata=True, unpack_pivots=True, name=None)
```
@@ -14,7 +12,6 @@ paddle.linalg.lu_unpack(x, y, unpack_ludata=True, unpack_pivots=True, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| LU_data | x | 输入的 Tensor ，仅参数名不一致。 |
@@ -24,7 +21,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.max_pool1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.max_pool1d.md
index f7cfb3b6c86..b99be00c829 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.max_pool1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.max_pool1d.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.max_pool1d
-
### [torch.max\_pool1d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions)
-
```python
torch.max_pool1d(input, kernel_size, stride=[], padding=[0], dilation=[1], ceil_mode=False)
```
### [paddle.nn.functional.max_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool1d_cn.html)
-
```python
paddle.nn.functional.max_pool1d(x, kernel_size, stride=None, padding=0, return_mask=False, ceil_mode=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.max_pool1d(x, kernel_size, stride=None, padding=0, return_m
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------------- | ------------ | ------------------------------------------------------------ |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.max_pool2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.max_pool2d.md
index a8688c5ec0a..06063d09f94 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.max_pool2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.max_pool2d.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.max_pool2d
-
### [torch.max\_pool2d](https://pytorch.org/docs/stable/jit_builtin_functions.html#supported-pytorch-functions)
-
```python
torch.max_pool2d(input, kernel_size, stride=[], padding=[0, 0], dilation=[1, 1], ceil_mode=False)
```
### [paddle.nn.functional.max_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool2d_cn.html)
-
```python
paddle.nn.functional.max_pool2d(x, kernel_size, stride=None, padding=0, ceil_mode=False, return_mask=False, data_format='NCHW', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.max_pool2d(x, kernel_size, stride=None, padding=0, ceil_mod
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------------- | ------------ | ------------------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.median.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.median.md
index ccbf206ca36..4e9f5f947cb 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.median.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.median.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.median
### [torch.median](https://pytorch.org/docs/stable/generated/torch.median.html?highlight=median#torch.median)
-
```python
torch.median(input,
dim=-1,
@@ -10,7 +9,6 @@ torch.median(input,
```
### [paddle.median](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/median_cn.html#median)
-
```python
paddle.median(x, axis=None, keepdim=False, mode='avg', name=None)
```
@@ -28,9 +26,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.median([3, 5], out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.meshgrid.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.meshgrid.md
index 3d91848ea79..f33eac29ba8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.meshgrid.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.meshgrid.md
@@ -1,12 +1,10 @@
-## [torch 参数更多]torch.meshgrid
+## [ torch 参数更多 ]torch.meshgrid
### [torch.meshgrid](https://pytorch.org/docs/stable/generated/torch.meshgrid.html?highlight=meshgrid#torch.meshgrid)
-
```python
torch.meshgrid(*tensors, indexing=None)
```
### [paddle.meshgrid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/meshgrid_cn.html#meshgrid)
-
```python
paddle.meshgrid(*args, **kargs)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mm.md
index de8a07a0927..387133f67f8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mm.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.mm
### [torch.mm](https://pytorch.org/docs/stable/generated/torch.mm.html?highlight=torch+mm#torch.mm)
-
```python
torch.mm(input,
mat2,
@@ -9,7 +8,6 @@ torch.mm(input,
```
### [paddle.mm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mm_cn.html)
-
```python
paddle.mm(input, mat2, name=None)
```
@@ -17,7 +15,6 @@ paddle.mm(input, mat2, name=None)
PyTorch 相比 Paddle 支持更多其他参数，Paddle 多余参数保持默认即可，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | input | 表示输入的第一个 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mode.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mode.md
index 47888fd80a8..ebba9bddc3e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mode.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mode.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.mode
-
### [torch.mode](https://pytorch.org/docs/stable/generated/torch.mode.html)
-
```python
torch.mode(input, dim=-1, keepdim=False, *, out=None)
```
### [paddle.mode](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/mode_cn.html#mode)
-
```python
paddle.mode(x, axis=-1, keepdim=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.mode(x, axis=-1, keepdim=False, name=None)
其中 PyTorch 和 Paddle 功能一致，仅参数名不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -- |
| input | x | 输入的多维 Tensor，仅参数名不一致。 |
@@ -23,7 +19,7 @@ paddle.mode(x, axis=-1, keepdim=False, name=None)
| keepdim | keepdim | 是否保留指定的轴。 |
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
-### 转写示例
+### 转写示例
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.multiprocessing.spawn.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.multiprocessing.spawn.md
index 282c010c500..07c33658823 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.multiprocessing.spawn.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.multiprocessing.spawn.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.multiprocessing.spawn
-
+## [ torch 参数更多 ]torch.multiprocessing.spawn
### [torch.multiprocessing.spawn](https://pytorch.org/docs/stable/multiprocessing.html#torch.multiprocessing.spawn)
-
```python
torch.multiprocessing.spawn(fn, args=(), nprocs=1, join=True, daemon=False, start_method='spawn')
```
### [paddle.distributed.spawn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/distributed/spawn_cn.html#spawn)
-
```python
paddle.distributed.spawn(func, args=(), nprocs=- 1, join=True, daemon=False, **options)
```
@@ -15,7 +12,6 @@ paddle.distributed.spawn(func, args=(), nprocs=- 1, join=True, daemon=False, **o
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | ------------------------------------------------------------------- |
| fn | func | Python 函数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mv.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mv.md
index 1a809fa7c45..ee51afb5d7c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mv.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mv.md
@@ -5,7 +5,6 @@ torch.mv(input, vec, out=None)
```
### [paddle.mv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/mv_cn.html)
-
```python
paddle.mv(x, vec, name=None)
```
@@ -13,7 +12,6 @@ paddle.mv(x, vec, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -21,7 +19,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写 。 |
### 转写示例
-
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mvlgamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mvlgamma.md
index 096f4389792..7644905af46 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mvlgamma.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.mvlgamma.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.mvlgamma
-
+## [ torch 参数更多 ]torch.mvlgamma
### [torch.mvlgamma](https://pytorch.org/docs/stable/generated/torch.mvlgamma.html)
-
```python
torch.mvlgamma(input, p, *, out=None)
```
### [paddle.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099)
-
```python
paddle.multigammaln(x, p, name=None)
```
@@ -15,7 +12,6 @@ paddle.multigammaln(x, p, name=None)
其中 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
@@ -23,9 +19,7 @@ paddle.multigammaln(x, p, name=None)
| out | - | 表示输出的 Tensor， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.mvlgamma(x, p, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nan_to_num.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nan_to_num.md
index 86e8f62177e..b6c42c92409 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nan_to_num.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nan_to_num.md
@@ -1,20 +1,16 @@
-## [torch 参数更多 ]torch.nan_to_num
-
+## [ torch 参数更多 ]torch.nan_to_num
### [torch.nan_to_num](https://pytorch.org/docs/stable/generated/torch.nan_to_num.html?highlight=nan_to_num#torch.nan_to_num)
-
```python
torch.nan_to_num(input, nan=0.0, posinf=None, neginf=None, *, out=None)
```
### [paddle.nan_to_num](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nan_to_num_cn.html#nan-to-num)
-
```python
paddle.nan_to_num(x, nan=0.0, posinf=None, neginf=None, name=None)
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nanmean.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nanmean.md
index 0937e182189..eff391a832c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nanmean.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nanmean.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.nanmean
-
### [torch.nanmean](https://pytorch.org/docs/stable/generated/torch.nanmean.html?highlight=nanmean#torch.nanmean)
-
```python
torch.nanmean(input,
dim=None,
@@ -11,7 +9,6 @@ torch.nanmean(input,
```
### [paddle.nanmean](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanmean_cn.html)
-
```python
paddle.nanmean(x,
axis=None,
@@ -21,7 +18,6 @@ paddle.nanmean(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
@@ -31,9 +27,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor,可选项，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### dytpe：指定数据类型
-
```python
# PyTorch 写法
torch.nanmean(x, dim=-1, dtype=torch.float32,out=y)
@@ -43,7 +37,6 @@ paddle.assign(paddle.nanmean(x.astype('float32'),dim=-1),y)
```
#### out：指定输出
-
```python
# PyTorch 写法
torch.nanmean(t, dim=1，out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nanmedian.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nanmedian.md
index 5ddeccc6085..6859049bc72 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nanmedian.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nanmedian.md
@@ -1,6 +1,5 @@
-## [torch 参数更多]torch.nanmedian
+## [ torch 参数更多 ]torch.nanmedian
### [torch.nanmedian](https://pytorch.org/docs/stable/generated/torch.nanmedian.html?highlight=nanmedian#torch.nanmedian)
-
```python
torch.nanmedian(input,
dim=-1,
@@ -10,7 +9,6 @@ torch.nanmedian(input,
```
### [paddle.nanmedian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanmedian_cn.html#nanmedian)
-
```python
paddle.nanmedian(x, axis=None, keepdim=False, mode='avg', name=None)
```
@@ -28,7 +26,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 转写示例
-
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nanquantile.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nanquantile.md
index 12b56a8d4cc..bb5ec342611 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nanquantile.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nanquantile.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.nanquantile
-
### [torch.nanquantile](https://pytorch.org/docs/stable/generated/torch.nanquantile.html?highlight=nanquantile#torch.nanquantile)
-
```python
torch.nanquantile(input,
q,
@@ -13,7 +11,6 @@ torch.nanquantile(input,
```
### [paddle.nanquantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nanquantile_cn.html#nanquantile)
-
```python
paddle.nanquantile(x,
q,
@@ -26,7 +23,6 @@ paddle.nanquantile(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.neg.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.neg.md
index 5cc68d3ef51..c5e979aab1e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.neg.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.neg.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.neg
-
### [torch.neg](https://pytorch.org/docs/stable/generated/torch.neg.html?highlight=neg#torch.neg)
-
```python
torch.neg(input, *, out=None)
```
### [paddle.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html)
-
```python
paddle.neg(x, name=None)
```
@@ -15,13 +12,12 @@ paddle.neg(x, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
-### 转写示例
+### 转写示例
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.negative.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.negative.md
index bd94eb2d301..3f0f78c715b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.negative.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.negative.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.negative
-
### [torch.negative](https://pytorch.org/docs/stable/generated/torch.negative.html?highlight=torch+negative#torch.negative)
-
```python
torch.negative(input, *, out=None)
```
### [paddle.neg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/neg_cn.html)
-
```python
paddle.neg(x, name=None)
```
@@ -15,13 +12,12 @@ paddle.neg(x, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
-### 转写示例
+### 转写示例
#### out：指定输出
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nextafter.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nextafter.md
index a88acf5dea6..b6fd452208a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nextafter.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nextafter.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.nextafter
-
### [torch.nextafter](https://pytorch.org/docs/stable/generated/torch.nextafter.html?highlight=nextafter#torch.nextafter)
-
```python
torch.nextafter(input,
other,
@@ -10,7 +8,6 @@ torch.nextafter(input,
```
### [paddle.nextafter](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nextafter_cn.html)
-
```python
paddle.nextafter(x,
y,
@@ -19,7 +16,6 @@ paddle.nextafter(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.AlphaDropout.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.AlphaDropout.md
index 87684f418fe..3707c6b2d22 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.AlphaDropout.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.AlphaDropout.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.AlphaDropout
-
+## [ torch 参数更多 ]torch.nn.AlphaDropout
### [torch.nn.AlphaDropout](https://pytorch.org/docs/stable/generated/torch.nn.AlphaDropout.html#torch.nn.AlphaDropout)
-
```python
torch.nn.AlphaDropout(p=0.5, inplace=False)
```
### [paddle.nn.AlphaDropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/AlphaDropout_cn.html)
-
```python
paddle.nn.AlphaDropout(p=0.5, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.AlphaDropout(p=0.5, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| p | p | 将输入节点置 0 的概率，即丢弃概率。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.BCELoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.BCELoss.md
index b9dad3236b5..bf559a0d6a8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.BCELoss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.BCELoss.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.nn.BCELoss
### [torch.nn.BCELoss](https://pytorch.org/docs/stable/generated/torch.nn.BCELoss.html?highlight=bceloss#torch.nn.BCELoss)
-
```python
torch.nn.BCELoss(weight=None,
size_average=None,
@@ -9,7 +8,6 @@ torch.nn.BCELoss(weight=None,
```
### [paddle.nn.BCELoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BCELoss_cn.html#bceloss)
-
```python
paddle.nn.BCELoss(weight=None,
reduction='mean',
@@ -18,7 +16,6 @@ paddle.nn.BCELoss(weight=None,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| weight | weight | 表示每个 batch 二值交叉熵的权重。 |
@@ -27,8 +24,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| reduction | reduction | 表示应用于输出结果的计算方式。 |
### 转写示例
-#### size_average
-size_average 为 True
+#### size_averagesize_average 为 True
```python
# PyTorch 写法
torch.nn.BCELoss(weight=w, size_average=True)
@@ -46,8 +42,7 @@ torch.nn.BCELoss(weight=w, size_average=False)
paddle.nn.BCELoss(weight=w, reduction='sum')
```
-#### reduce
-reduce 为 True
+#### reducereduce 为 True
```python
# PyTorch 写法
torch.nn.BCELoss(weight=w, reduce=True)
@@ -65,8 +60,7 @@ torch.nn.BCELoss(weight=w, reduce=False)
paddle.nn.BCELoss(weight=w, reduction='none')
```
-#### reduction
-reduction 为'none'
+#### reductionreduction 为'none'
```python
# PyTorch 写法
torch.nn.BCELoss(weight=w, reduction='none')
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.BCEWithLogitsLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.BCEWithLogitsLoss.md
index b79e5fdfa26..c48d414935e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.BCEWithLogitsLoss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.BCEWithLogitsLoss.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.nn.BCEWithLogitsLoss
### [torch.nn.BCEWithLogitsLoss](https://pytorch.org/docs/stable/generated/torch.nn.BCEWithLogitsLoss.html#bcewithlogitsloss)
-
```python
torch.nn.BCEWithLogitsLoss(weight=None,
size_average=None,
@@ -10,7 +9,6 @@ torch.nn.BCEWithLogitsLoss(weight=None,
```
### [paddle.nn.BCEWithLogitsLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/BCEWithLogitsLoss_cn.html#bcewithlogitsloss)
-
```python
paddle.nn.BCEWithLogitsLoss(weight=None,
reduction='mean',
@@ -20,7 +18,6 @@ paddle.nn.BCEWithLogitsLoss(weight=None,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| weight | weight | 表示每个 batch 二值交叉熵的权重。 |
@@ -30,8 +27,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| pos_weight | pos_weight | 表示正类的权重。 |
### 转写示例
-#### size_average
-size_average 为 True
+#### size_averagesize_average 为 True
```python
# PyTorch 写法
torch.nn.BCEWithLogitsLoss(weight=w, size_average=True)
@@ -49,8 +45,7 @@ torch.nn.BCEWithLogitsLoss(weight=w, size_average=False)
paddle.nn.BCEWithLogitsLoss(weight=w, reduction='sum')
```
-#### reduce
-reduce 为 True
+#### reducereduce 为 True
```python
# PyTorch 写法
torch.nn.BCEWithLogitsLoss(weight=w, reduce=True)
@@ -68,8 +63,7 @@ torch.nn.BCEWithLogitsLoss(weight=w, reduce=False)
paddle.nn.BCEWithLogitsLoss(weight=w, reduction='none')
```
-#### reduction
-reduction 为'none'
+#### reductionreduction 为'none'
```python
# PyTorch 写法
torch.nn.BCEWithLogitsLoss(weight=w, reduction='none')
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Bilinear.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Bilinear.md
index 800b69c04e6..467eb810f5d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Bilinear.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Bilinear.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.Bilinear
-
+## [ torch 参数更多 ]torch.nn.Bilinear
### [torch.nn.Bilinear](https://pytorch.org/docs/stable/generated/torch.nn.Bilinear.html#torch.nn.Bilinear)
-
```python
torch.nn.Bilinear(in1_features, in2_features, out_features, bias=True, device=None, dtype=None)
```
### [paddle.nn.Bilinear](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Bilinear_cn.html)
-
```python
paddle.nn.Bilinear(in1_features, in2_features, out_features, weight_attr=None, bias_attr=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.Bilinear(in1_features, in2_features, out_features, weight_attr=None, b
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | --------------------------------------------------------------- |
| in1_features | in1_features | 每个 x1 元素的维度。 |
@@ -27,9 +23,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| - | weight_attr | 指定权重参数属性的对象，PyTorch 无此参数，Paddle 保持默认即可。 |
### 转写示例
-
#### device：Tensor 的设备
-
```python
# PyTorch 写法
m = torch.nn.Bilinear(in1_features, in2_features, out_features，device=torch.device('cpu'))
@@ -41,7 +35,6 @@ y = m(x).cpu()
```
#### dtype：Tensor 的数据类型
-
```python
# PyTorch 写法
m = torch.nn.Bilinear(in1_features, in2_features, out_features，dtype=torch.float32)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.CELU.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.CELU.md
index c35de1e2db3..f2bdbd7bf49 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.CELU.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.CELU.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.CELU
-
+## [ torch 参数更多 ]torch.nn.CELU
### [torch.nn.CELU](https://pytorch.org/docs/stable/generated/torch.nn.CELU.html#torch.nn.CELU)
-
```python
torch.nn.CELU(alpha=1.0, inplace=False)
```
### [paddle.nn.CELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CELU_cn.html)
-
```python
paddle.nn.CELU(alpha=1.0, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.CELU(alpha=1.0, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| alpha | alpha | CELU 的 alpha 值。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.CTCLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.CTCLoss.md
index 69ed1ae3055..45db3c1c380 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.CTCLoss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.CTCLoss.md
@@ -1,7 +1,5 @@
-## [torch 参数更多]torch.nn.CTCLoss
-
+## [ torch 参数更多 ]torch.nn.CTCLoss
### [torch.nn.CTCLoss](https://pytorch.org/docs/stable/generated/torch.nn.CTCLoss.html#torch.nn.CTCLoss)
-
```python
torch.nn.CTCLoss(blank=0,
reduction='mean',
@@ -9,7 +7,6 @@ torch.nn.CTCLoss(blank=0,
```
### [paddle.nn.CTCLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CTCLoss_cn.html#ctcloss)
-
```python
paddle.nn.CTCLoss(blank=0,
reduction='mean')
@@ -18,7 +15,6 @@ paddle.nn.CTCLoss(blank=0,
其中，torch 的 log_softmax+ctc_loss 相当于 paddle 的 ctc_loss，是一个二对一的情况，暂时无法转写，且 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------------ |
| blank | blank | 空格标记的 ID 值。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.CosineEmbeddingLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.CosineEmbeddingLoss.md
index 330c7d26585..d6ea443bc38 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.CosineEmbeddingLoss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.CosineEmbeddingLoss.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.CosineEmbeddingLoss
-
+## [ torch 参数更多 ]torch.nn.CosineEmbeddingLoss
### [torch.nn.CosineEmbeddingLoss](https://pytorch.org/docs/stable/generated/torch.nn.CosineEmbeddingLoss.html#torch.nn.CosineEmbeddingLoss)
-
```python
torch.nn.CosineEmbeddingLoss(margin=0.0, size_average=None, reduce=None, reduction='mean')
```
### [paddle.nn.CosineEmbeddingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CosineEmbeddingLoss_cn.html)
-
```python
paddle.nn.CosineEmbeddingLoss(margin=0, reduction='mean', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.CosineEmbeddingLoss(margin=0, reduction='mean', name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | ---------------------------------------------- |
| margin | margin | 可以设置的范围为[-1, 1]。 |
@@ -24,7 +20,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| reduction | reduction | 指定应用于输出结果的计算方式。 |
### 转写示例
-
```python
# PyTorch 的 size_average、reduce 参数转为 Paddle 的 reduction 参数
if size_average is None:
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.CrossEntropyLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.CrossEntropyLoss.md
index 1eef5b9aad1..55d63720a90 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.CrossEntropyLoss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.CrossEntropyLoss.md
@@ -1,6 +1,5 @@
-## [torch 参数更多]torch.nn.CrossEntropyLoss
+## [ torch 参数更多 ]torch.nn.CrossEntropyLoss
### [torch.nn.CrossEntropyLoss](https://pytorch.org/docs/stable/generated/torch.nn.CrossEntropyLoss.html#torch.nn.CrossEntropyLoss)
-
```python
torch.nn.CrossEntropyLoss(weight=None,
size_average=None,
@@ -11,7 +10,6 @@ torch.nn.CrossEntropyLoss(weight=None,
```
### [paddle.nn.CrossEntropyLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/CrossEntropyLoss_cn.html#crossentropyloss)
-
```python
paddle.nn.CrossEntropyLoss(weight=None,
ignore_index=-100,
@@ -25,7 +23,6 @@ paddle.nn.CrossEntropyLoss(weight=None,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| weight | weight | 表示每个类别的权重。 |
@@ -38,8 +35,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| - | axis | 进行 softmax 计算的维度索引，PyTorch 无此参数，Paddle 保持默认即可。 |
### 转写示例
-#### size_average
-size_average 为 True
+#### size_averagesize_average 为 True
```python
# PyTorch 写法
torch.nn.CrossEntropyLoss(weight=w, size_average=True)
@@ -57,8 +53,7 @@ torch.nn.CrossEntropyLoss(weight=w, size_average=False)
paddle.nn.CrossEntropyLoss(weight=w, reduction='sum')
```
-#### reduce
-reduce 为 True
+#### reducereduce 为 True
```python
# PyTorch 写法
torch.nn.CrossEntropyLoss(weight=w, reduce=True)
@@ -76,8 +71,7 @@ torch.nn.CrossEntropyLoss(weight=w, reduce=False)
paddle.nn.CrossEntropyLoss(weight=w, reduction='none')
```
-#### reduction
-reduction 为'none'
+#### reductionreduction 为'none'
```python
# PyTorch 写法
torch.nn.CrossEntropyLoss(weight=w, reduction='none')
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.DataParallel.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.DataParallel.md
index 45f7482c55d..4189a7dc691 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.DataParallel.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.DataParallel.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.nn.DataParallel
### [torch.nn.DataParallel](https://pytorch.org/docs/stable/generated/torch.nn.DataParallel.html?highlight=dataparallel#torch.nn.DataParallel)
-
```python
torch.nn.DataParallel(module,
device_ids=None,
@@ -9,7 +8,6 @@ torch.nn.DataParallel(module,
```
### [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html#dataparallel)
-
```python
paddle.DataParallel(layers,
strategy=None,
@@ -21,7 +19,6 @@ paddle.DataParallel(layers,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| module | layers | 需要通过数据并行方式执行的模型。 |
@@ -34,7 +31,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| - | find_unused_parameters | 是否在模型 forward 函数的返回值的所有张量中，遍历整个向后图，PyTorch 无此参数，Paddle 保持默认即可。 |
### 转写示例
-
#### device_ids：指定使用哪些 GPU 训练
``` python
# PyTorch 写法:
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout.md
index fb8b79c425f..13ad9417fea 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout.md
@@ -15,7 +15,6 @@ paddle.nn.Dropout(p=0.5,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| p | p | 表示丢弃概率。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout1d.md
index bc6cee01650..044a847f13f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout1d.md
@@ -1,14 +1,11 @@
## [ torch 参数更多 ]torch.nn.Dropout1d
-
### [torch.nn.Dropout1d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout1d.html#torch.nn.Dropout1d)
-
```python
torch.nn.Dropout1d(p=0.5,
inplace=False)
```
### [paddle.nn.Dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Dropout_cn.html#dropout)
-
```python
paddle.nn.Dropout(p=0.5,
axis=None,
@@ -19,7 +16,6 @@ paddle.nn.Dropout(p=0.5,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| p | p | 表示丢弃概率。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout2d.md
index 17517ea24ac..42334bd2da9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout2d.md
@@ -1,5 +1,4 @@
-## [ torch 参数更多 ] torch.nn.Dropout2d
-
+## [ torch 参数更多 ]torch.nn.Dropout2d
### [torch.nn.Dropout2d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout2d.html?highlight=dropout2d#torch.nn.Dropout2d)
```python
torch.nn.Dropout2d(p=0.5,
@@ -15,7 +14,6 @@ paddle.nn.Dropout2D(p=0.5,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| p | p | 表示丢弃概率。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout3d.md
index d8fa53768a1..80fcc7ce708 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Dropout3d.md
@@ -1,5 +1,4 @@
## [ torch 参数更多 ]torch.nn.Dropout3d
-
### [torch.nn.Dropout3d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout3d.html?highlight=dropout3d#torch.nn.Dropout3d)
```python
torch.nn.Dropout3d(p=0.5,
@@ -15,7 +14,6 @@ paddle.nn.Dropout3D(p=0.5,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| p | p | 表示丢弃概率。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.ELU.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.ELU.md
index 52ee45bb8dc..d9cf745c071 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.ELU.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.ELU.md
@@ -1,13 +1,11 @@
## [ torch 参数更多 ]torch.nn.ELU
### [torch.nn.ELU](https://pytorch.org/docs/stable/generated/torch.nn.ELU.html?highlight=elu#torch.nn.ELU)
-
```python
torch.nn.ELU(alpha=1.0,
inplace=False)
```
### [paddle.nn.ELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ELU_cn.html#elu)
-
```python
paddle.nn.ELU(alpha=1.0,
name=None)
@@ -15,7 +13,6 @@ paddle.nn.ELU(alpha=1.0,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| alpha | alpha | 表示公式中的超参数。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.FeatureAlphaDropout.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.FeatureAlphaDropout.md
index 5497ad6e250..c2dafad015c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.FeatureAlphaDropout.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.FeatureAlphaDropout.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.FeatureAlphaDropout
-
+## [ torch 参数更多 ]torch.nn.FeatureAlphaDropout
### [torch.nn.FeatureAlphaDropout](https://pytorch.org/docs/stable/generated/torch.nn.FeatureAlphaDropout.html#torch.nn.FeatureAlphaDropout)
-
```python
torch.nn.FeatureAlphaDropout(p=0.5, inplace=False)
```
### [paddle.nn.FeatureAlphaDropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/FeatureAlphaDropout_cn.html)
-
```python
paddle.nn.FeatureAlphaDropout(p=0.5, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.FeatureAlphaDropout(p=0.5, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| p | p | 将输入节点置 0 的概率，即丢弃概率。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.FractionalMaxPool2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.FractionalMaxPool2d.md
index cd4005274bf..426514d50e4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.FractionalMaxPool2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.FractionalMaxPool2d.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.nn.FractionalMaxPool2d
-
### [torch.nn.FractionalMaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.FractionalMaxPool2d.html#fractionalmaxpool2d)
-
```python
torch.nn.FractionalMaxPool2d(kernel_size, output_size=None, output_ratio=None, return_indices=False, _random_samples=None)
```
### [paddle.nn.FractionalMaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/nn/FractionalMaxPool2D_cn.html)
-
```python
paddle.nn.FractionalMaxPool2D(output_size, kernel_size=None, random_u=None, return_mask=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.FractionalMaxPool2D(output_size, kernel_size=None, random_u=None, retu
PyTorch 参数更多，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| kernel_size | kernel_size | 表示核大小。参数完全一致。 |
@@ -25,9 +21,7 @@ PyTorch 参数更多，具体如下：
| _random_samples | random_u | 表示随机数。PyTorch 以列表形式的 Tensor 方式传入，Paddle 以 float 的方式传入，如果 PyTorch 的多个随机数相同，需要转写，如果 PyTorch 的多个随机数不同，暂无转写方式。 |
### 转写示例
-
#### output_ratio:目标输出比例
-
```python
# 假设 intput 的 with=7, height=7，
# output_ratio = 0.75, 则目标 output 的 width = int(7*0.75) = 5, height = int(7*0.75) = 5
@@ -39,7 +33,6 @@ paddle.nn.FractionalMaxPool2D(output_size=[5, 5], kernel_size=2, return_mask=Tru
```
#### _random_samples:随机数
-
```python
# Pytorch 写法
torch.nn.FractionalMaxPool2d(2, output_size=[3, 3], return_indices=True, _random_samples=torch.tensor([[[0.3, 0.3]]]))
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.FractionalMaxPool3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.FractionalMaxPool3d.md
index 7bbbd3d5eca..481b4c72c6e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.FractionalMaxPool3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.FractionalMaxPool3d.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.nn.FractionalMaxPool3d
-
### [torch.nn.FractionalMaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.FractionalMaxPool3d.html#fractionalmaxpool3d)
-
```python
torch.nn.FractionalMaxPool3d(kernel_size, output_size=None, output_ratio=None, return_indices=False, _random_samples=None)
```
### [paddle.nn.FractionalMaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/en/develop/api/paddle/nn/FractionalMaxPool3D_cn.html)
-
```python
paddle.nn.FractionalMaxPool3D(output_size, kernel_size=None, random_u=None, return_mask=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.FractionalMaxPool3D(output_size, kernel_size=None, random_u=None, retu
PyTorch 参数更多，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| kernel_size | kernel_size | 表示核大小。参数完全一致。 |
@@ -25,9 +21,7 @@ PyTorch 参数更多，具体如下：
| _random_samples | random_u | 表示随机数。PyTorch 以列表形式的 Tensor 方式传入，Paddle 以 float 的方式传入，如果 PyTorch 的多个随机数相同，需要转写，如果 PyTorch 的多个随机数不同，暂无转写方式。 |
### 转写示例
-
#### output_ratio:目标输出比例
-
```python
# 假设 intput 的 depth=7, with=7, height=7，
# output_ratio = 0.75, 则目标 output 的 depth = int(7*0.75) = 5, width = int(7*0.75) = 5, height = int(7*0.75) = 5
@@ -39,7 +33,6 @@ paddle.nn.FractionalMaxPool2D(output_size=[5, 5, 5], kernel_size=2, return_mask=
```
#### _random_samples:随机数
-
```python
# Pytorch 写法
torch.nn.FractionalMaxPool3d(2, output_size=[3, 3, 3], return_indices=True, _random_samples=torch.tensor([[[0.3, 0.3, 0.3]]]))
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.GroupNorm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.GroupNorm.md
index 075ceaf6da8..b6ee620892b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.GroupNorm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.GroupNorm.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.nn.GroupNorm
### [torch.nn.GroupNorm](https://pytorch.org/docs/stable/generated/torch.nn.GroupNorm.html?highlight=groupnorm#torch.nn.GroupNorm)
-
```python
torch.nn.GroupNorm(num_groups,
num_channels,
@@ -11,7 +10,6 @@ torch.nn.GroupNorm(num_groups,
```
### [paddle.nn.GroupNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/GroupNorm_cn.html#groupnorm)
-
```python
paddle.nn.GroupNorm(num_groups,
num_channels,
@@ -25,7 +23,6 @@ paddle.nn.GroupNorm(num_groups,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| eps | epsilon | 为了数值稳定加在分母上的值。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Hardsigmoid.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Hardsigmoid.md
index f1bf94a23ab..2fad381d63b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Hardsigmoid.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Hardsigmoid.md
@@ -1,19 +1,16 @@
-## [torch 参数更多 ]torch.nn.Hardsigmoid
+## [ torch 参数更多 ]torch.nn.Hardsigmoid
### [torch.nn.Hardsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.Hardsigmoid.html?highlight=hardsigmoid#torch.nn.Hardsigmoid)
-
```python
torch.nn.Hardsigmoid(inplace=False)
```
### [paddle.nn.Hardsigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardsigmoid_cn.html#hardsigmoid)
-
```python
paddle.nn.Hardsigmoid(name=None)
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| inplace | - | 在不更改变量的内存地址的情况下，直接修改变量的值，Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Hardswish.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Hardswish.md
index d065c0c867c..6e832a55b2a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Hardswish.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Hardswish.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.Hardswish
-
+## [ torch 参数更多 ]torch.nn.Hardswish
### [torch.nn.Hardswish](https://pytorch.org/docs/stable/generated/torch.nn.Hardswish.html#torch.nn.Hardswish)
-
```python
torch.nn.Hardswish(inplace=False)
```
### [paddle.nn.Hardswish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardswish_cn.html)
-
```python
paddle.nn.Hardswish(name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.Hardswish(name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------------------------------------------------------------------------------------- |
| inplace | - | 在不更改变量的内存地址的情况下，直接修改变量的值，Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Hardtanh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Hardtanh.md
index b118b73481a..d0419a305f0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Hardtanh.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Hardtanh.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.Hardtanh
-
+## [ torch 参数更多 ]torch.nn.Hardtanh
### [torch.nn.Hardtanh](https://pytorch.org/docs/stable/generated/torch.nn.Hardtanh.html#torch.nn.Hardtanh)
-
```python
torch.nn.Hardtanh(min_val=- 1.0, max_val=1.0, inplace=False)
```
### [paddle.nn.Hardtanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Hardtanh_cn.html)
-
```python
paddle.nn.Hardtanh(min=- 1.0, max=1.0, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.Hardtanh(min=- 1.0, max=1.0, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------------------------------------------------------------------------------------- |
| min_val | min | Hardtanh 激活计算公式中的 min 值，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.HingeEmbeddingLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.HingeEmbeddingLoss.md
index b57799bcc83..38b03afd1cb 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.HingeEmbeddingLoss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.HingeEmbeddingLoss.md
@@ -1,7 +1,5 @@
-## [torch 参数更多]torch.nn.HingeEmbeddingLoss
-
+## [ torch 参数更多 ]torch.nn.HingeEmbeddingLoss
### [torch.nn.HingeEmbeddingLoss](https://pytorch.org/docs/stable/generated/torch.nn.HingeEmbeddingLoss.html#hingeembeddingloss)
-
```python
torch.nn.HingeEmbeddingLoss(margin=1.0,
size_average=None,
@@ -10,7 +8,6 @@ torch.nn.HingeEmbeddingLoss(margin=1.0,
```
### [paddle.nn.HingeEmbeddingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/HingeEmbeddingLoss_cn.html#hingeembeddingloss)
-
```python
paddle.nn.HingeEmbeddingLoss(margin=1.0,
reduction='mean',
@@ -20,7 +17,6 @@ paddle.nn.HingeEmbeddingLoss(margin=1.0,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | ------------------------------------------------------------ |
| margin | margin | 当 label 为-1 时，该值决定了小于 margin 的 input 才需要纳入 hinge embedding loss 的计算。 |
@@ -29,9 +25,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| reduction | reduction | 表示应用于输出结果的计算方式。 |
### 转写示例
-
#### size_average
-
```python
# PyTorch 的 size_average、reduce 参数转为 Paddle 的 reduction 参数
if size_average is None:
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.InstanceNorm3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.InstanceNorm3d.md
index c167070048a..a5186032f74 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.InstanceNorm3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.InstanceNorm3d.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.InstanceNorm3d
-
+## [ torch 参数更多 ]torch.nn.InstanceNorm3d
### [torch.nn.InstanceNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.InstanceNorm3d.html#torch.nn.InstanceNorm3d)
-
```python
torch.nn.InstanceNorm3d(num_features, eps=1e-05, momentum=0.1, affine=False, track_running_stats=False, device=None, dtype=None)
```
### [paddle.nn.InstanceNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/InstanceNorm3D_cn.html)
-
```python
paddle.nn.InstanceNorm3D(num_features, epsilon=1e-05, momentum=0.9, weight_attr=None, bias_attr=None, data_format="NCDHW", name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.InstanceNorm3D(num_features, epsilon=1e-05, momentum=0.9, weight_attr=
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------------- | ------------ | --------------------------------------------------------------- |
| num_features | num_features | 输入 Tensor 的通道数量。 |
@@ -30,9 +26,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| - | data_format | 指定输入数据格式，PyTorch 无此参数，Paddle 保持默认即可。 |
### 转写示例
-
#### affine：是否进行仿射变换
-
```python
# 当 PyTorch 的 affine 为`False`，表示 weight 和 bias 不进行更新，torch 写法
torch.nn.InstanceNorm3d(num_features, affine=False)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.KLDivLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.KLDivLoss.md
index 11b20ffacdf..7a8cb853d9d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.KLDivLoss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.KLDivLoss.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.nn.KLDivLoss
+## [ torch 参数更多 ]torch.nn.KLDivLoss
### [torch.nn.KLDivLoss](https://pytorch.org/docs/stable/generated/torch.nn.KLDivLoss.html?highlight=kldivloss#torch.nn.KLDivLoss)
-
```python
torch.nn.KLDivLoss(size_average=None,
reduce=None,
@@ -9,7 +8,6 @@ torch.nn.KLDivLoss(size_average=None,
```
### [paddle.nn.KLDivLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/KLDivLoss_cn.html#kldivloss)
-
```python
paddle.nn.KLDivLoss(reduction='mean',
log_target=False)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.L1Loss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.L1Loss.md
index 5bc5f9ce4df..2e517c82882 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.L1Loss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.L1Loss.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.nn.L1Loss
### [torch.nn.L1Loss](https://pytorch.org/docs/stable/generated/torch.nn.L1Loss.html?highlight=l1loss#torch.nn.L1Loss)
-
```python
torch.nn.L1Loss(size_average=None,
reduce=None,
@@ -8,7 +7,6 @@ torch.nn.L1Loss(size_average=None,
```
### [paddle.nn.L1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/L1Loss_cn.html#l1loss)
-
```python
paddle.nn.L1Loss(reduction='mean',
name=None)
@@ -16,7 +14,6 @@ paddle.nn.L1Loss(reduction='mean',
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| size_average | - | 已弃用。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.LayerNorm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.LayerNorm.md
index 83b99f3a097..61ede34ba40 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.LayerNorm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.LayerNorm.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.nn.LayerNorm
+## [ torch 参数更多 ]torch.nn.LayerNorm
### [torch.nn.LayerNorm](https://pytorch.org/docs/stable/generated/torch.nn.LayerNorm.html?highlight=layernorm#torch.nn.LayerNorm)
-
```python
torch.nn.LayerNorm(normalized_shape,
eps=1e-05,
@@ -10,7 +9,6 @@ torch.nn.LayerNorm(normalized_shape,
```
### [paddle.nn.LayerNorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LayerNorm_cn.html#layernorm)
-
```python
paddle.nn.LayerNorm(normalized_shape,
epsilon=1e-05,
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.LeakyReLU.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.LeakyReLU.md
index fba19fde2b4..eb03f90ccdb 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.LeakyReLU.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.LeakyReLU.md
@@ -1,13 +1,11 @@
## [ torch 参数更多 ]torch.nn.LeakyReLU
### [torch.nn.LeakyReLU](https://pytorch.org/docs/stable/generated/torch.nn.LeakyReLU.html?highlight=leakyrelu#torch.nn.LeakyReLU)
-
```python
torch.nn.LeakyReLU(negative_slope=0.01,
inplace=False)
```
### [paddle.nn.LeakyReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/LeakyReLU_cn.html#leakyrelu)
-
```python
paddle.nn.LeakyReLU(negative_slope=0.01,
name=None)
@@ -15,7 +13,6 @@ paddle.nn.LeakyReLU(negative_slope=0.01,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| negative_slope | negative_slope | 表示 x<0 时的斜率。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MSELoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MSELoss.md
index 8f8904c4ede..977da916580 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MSELoss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MSELoss.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.nn.MSELoss
+## [ torch 参数更多 ]torch.nn.MSELoss
### [torch.nn.MSELoss](https://pytorch.org/docs/stable/generated/torch.nn.MSELoss.html?highlight=mseloss#torch.nn.MSELoss)
-
```python
torch.nn.MSELoss(size_average=None,
reduce=None,
@@ -8,14 +7,12 @@ torch.nn.MSELoss(size_average=None,
```
### [paddle.nn.MSELoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MSELoss_cn.html#mseloss)
-
```python
paddle.nn.MSELoss(reduction='mean')
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| size_average | - | 已弃用。 |
@@ -24,7 +21,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 转写示例
#### size_average
-
```python
# Paddle 写法
torch.nn.MSELoss(size_average=True)
@@ -34,7 +30,6 @@ paddle.nn.MSELoss(reduction='mean')
```
#### size_average
-
size_average 为 True
```python
@@ -56,7 +51,6 @@ paddle.nn.MSELoss(reduction='sum')
```
#### reduce
-
reduce 为 True
```python
@@ -78,7 +72,6 @@ paddle.nn.MSELoss(reduction='none')
```
#### reduction
-
reduction 为'none'
```python
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MarginRankingLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MarginRankingLoss.md
index 09da4bf052a..be735587110 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MarginRankingLoss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MarginRankingLoss.md
@@ -1,7 +1,5 @@
-## [torch 参数更多]torch.nn.MarginRankingLoss
-
+## [ torch 参数更多 ]torch.nn.MarginRankingLoss
### [torch.nn.MarginRankingLoss](https://pytorch.org/docs/stable/generated/torch.nn.MarginRankingLoss.html#marginrankingloss)
-
```python
torch.nn.MarginRankingLoss(margin=0.0,
size_average=None,
@@ -10,7 +8,6 @@ torch.nn.MarginRankingLoss(margin=0.0,
```
### [paddle.nn.MarginRankingLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MarginRankingLoss_cn.html#marginrankingloss)
-
```python
paddle.nn.MarginRankingLoss(margin=0.0,
reduction='mean',
@@ -20,7 +17,6 @@ paddle.nn.MarginRankingLoss(margin=0.0,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | -------------------------------------------- |
| margin | margin | 用于加和的 margin 值。 |
@@ -29,9 +25,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| reduction | reduction | 表示应用于输出结果的计算方式。 |
### 转写示例
-
#### size_average
-
```python
# PyTorch 的 size_average、reduce 参数转为 Paddle 的 reduction 参数
if size_average is None:
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MaxPool1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MaxPool1d.md
index a544b55feae..c3cecd0a003 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MaxPool1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MaxPool1d.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.nn.MaxPool1d
+## [ torch 参数更多 ]torch.nn.MaxPool1d
### [torch.nn.MaxPool1d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool1d.html?highlight=maxpool1d#torch.nn.MaxPool1d)
-
```python
torch.nn.MaxPool1d(kernel_size,
stride=None,
@@ -11,7 +10,6 @@ torch.nn.MaxPool1d(kernel_size,
```
### [paddle.nn.MaxPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool1D_cn.html#maxpool1d)
-
```python
paddle.nn.MaxPool1D(kernel_size,
stride=None,
@@ -23,7 +21,6 @@ paddle.nn.MaxPool1D(kernel_size,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| kernel_size | kernel_size | 表示池化核大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MaxPool2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MaxPool2d.md
index 377616b2a51..49a8a280ef9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MaxPool2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MaxPool2d.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.nn.MaxPool2d
### [torch.nn.MaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool2d.html?highlight=maxpool2d#torch.nn.MaxPool2d)
-
```python
torch.nn.MaxPool2d(kernel_size,
stride=None,
@@ -11,7 +10,6 @@ torch.nn.MaxPool2d(kernel_size,
```
### [paddle.nn.MaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool2D_cn.html#maxpool2d)
-
```python
paddle.nn.MaxPool2D(kernel_size,
stride=None,
@@ -23,7 +21,6 @@ paddle.nn.MaxPool2D(kernel_size,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| kernel_size | kernel_size | 表示池化核大小。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MaxPool3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MaxPool3d.md
index b495170ac79..b8f9139541e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MaxPool3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MaxPool3d.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.nn.MaxPool3d
### [torch.nn.MaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool3d.html?highlight=maxpool3d#torch.nn.MaxPool3d)
-
```python
torch.nn.MaxPool3d(kernel_size,
stride=None,
@@ -11,7 +10,6 @@ torch.nn.MaxPool3d(kernel_size,
```
### [paddle.nn.MaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MaxPool3D_cn.html#maxpool3d)
-
```python
paddle.nn.MaxPool3D(kernel_size,
stride=None,
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Mish.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Mish.md
index 8b7e0e054cf..d85b5f09efe 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Mish.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Mish.md
@@ -1,20 +1,16 @@
## [ torch 参数更多 ]torch.nn.Mish
-
### [torch.nn.Mish](https://pytorch.org/docs/stable/generated/torch.nn.Mish.html?highlight=torch+nn+mish)
-
```python
torch.nn.Mish(inplace=False)
```
### [paddle.nn.Mish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Mish_cn.html)
-
```python
paddle.nn.Mish(name=None)
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| inplace | - | 表示在不更改变量的内存地址的情况下，直接修改变量的值，主要功能为节省显存，Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Module.load_state_dict.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Module.load_state_dict.md
index e5d964f28ea..8b2a9b478fd 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Module.load_state_dict.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Module.load_state_dict.md
@@ -1,12 +1,10 @@
-## [ torch 参数更多 ] torch.nn.Module.load_state_dict
+## [ torch 参数更多 ]torch.nn.Module.load_state_dict
### [torch.nn.Module.load_state_dict](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.load_state_dict)
-
```python
torch.nn.Module.load_state_dict(state_dict, strict=True)
```
### [paddle.nn.Layer.set_state_dict](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#set-state-dict-state-dict-use-structured-name-true)
-
```python
paddle.nn.Layer.set_state_dict(state_dict, use_structured_name=True)
```
@@ -14,7 +12,6 @@ paddle.nn.Layer.set_state_dict(state_dict, use_structured_name=True)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| state_dict | state_dict | 包含所有参数和可持久性 buffers 的 dict。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Module.register_forward_hook.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Module.register_forward_hook.md
index a59b67ca473..9f02069e571 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Module.register_forward_hook.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Module.register_forward_hook.md
@@ -1,12 +1,10 @@
## [ torch 参数更多 ]torch.nn.Module.register_forward_hook
### [torch.nn.Module.register_forward_hook](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_forward_hook)
-
```python
torch.nn.Module.register_forward_hook(hook, *, prepend=False, with_kwargs=False, always_call=False)
```
### [paddle.nn.Layer.register_forward_post_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-post-hook-hook)
-
```python
paddle.nn.Layer.register_forward_post_hook(hook)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Module.register_forward_pre_hook.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Module.register_forward_pre_hook.md
index ab88e1d1aad..9ab6e9e6cb9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Module.register_forward_pre_hook.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Module.register_forward_pre_hook.md
@@ -1,12 +1,10 @@
## [ torch 参数更多 ]torch.nn.Module.register_forward_pre_hook
### [torch.nn.Module.register_forward_pre_hook](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_forward_pre_hook)
-
```python
torch.nn.Module.register_forward_pre_hook(hook, *, prepend=False, with_kwargs=False)
```
### [paddle.nn.Layer.register_forward_pre_hook](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Layer_cn.html#register-forward-pre-hook-hook)
-
```python
paddle.nn.Layer.register_forward_pre_hook(hook)
```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MultiLabelMarginLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MultiLabelMarginLoss.md
index b3fbe6f2e86..86ec1532d99 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MultiLabelMarginLoss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MultiLabelMarginLoss.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.MultiLabelMarginLoss
-
+## [ torch 参数更多 ]torch.nn.MultiLabelMarginLoss
### [torch.nn.MultiLabelMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiLabelMarginLoss.html#torch.nn.MultiLabelMarginLoss)
-
```python
torch.nn.MultiLabelMarginLoss(size_average=None, reduce=None, reduction='mean')
```
### [paddle.nn.MultiLabelMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiLabelMarginLoss_cn.html)
-
```python
paddle.nn.MultiLabelMarginLoss(reduction='mean', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.MultiLabelMarginLoss(reduction='mean', name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | ---------------------------------------------- |
| size_average | - | 已废弃，和 reduce 组合决定损失计算方式。 |
@@ -23,7 +19,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| reduction | reduction | 指定应用于输出结果的计算方式。 |
### 转写示例
-
```python
# PyTorch 的 size_average、reduce 参数转为 Paddle 的 reduction 参数
if size_average is None:
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MultiLabelSoftMarginLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MultiLabelSoftMarginLoss.md
index 833cefa8530..83c1ecce58e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MultiLabelSoftMarginLoss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MultiLabelSoftMarginLoss.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.MultiLabelSoftMarginLoss
-
+## [ torch 参数更多 ]torch.nn.MultiLabelSoftMarginLoss
### [torch.nn.MultiLabelSoftMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiLabelSoftMarginLoss.html#torch.nn.MultiLabelSoftMarginLoss)
-
```python
torch.nn.MultiLabelSoftMarginLoss(weight=None, size_average=None, reduce=None, reduction='mean')
```
### [paddle.nn.MultiLabelSoftMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiLabelSoftMarginLoss_cn.html)
-
```python
paddle.nn.MultiLabelSoftMarginLoss(weight=None, reduction='mean', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.MultiLabelSoftMarginLoss(weight=None, reduction='mean', name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | ---------------------------------------------- |
| weight | weight | 手动设定权重。 |
@@ -24,7 +20,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| reduction | reduction | 指定应用于输出结果的计算方式。 |
### 转写示例
-
```python
# PyTorch 的 size_average、reduce 参数转为 Paddle 的 reduction 参数
if size_average is None:
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MultiMarginLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MultiMarginLoss.md
index aab3cc34fc0..9cbf97f6ad0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MultiMarginLoss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MultiMarginLoss.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.MultiMarginLoss
-
+## [ torch 参数更多 ]torch.nn.MultiMarginLoss
### [torch.nn.MultiMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.MultiMarginLoss)
-
```python
torch.nn.MultiMarginLoss(p=1, margin=1.0, weight=None, size_average=None, reduce=None, reduction='mean')
```
### [paddle.nn.MultiMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiMarginLoss_cn.html)
-
```python
paddle.nn.MultiMarginLoss(p: int = 1, margin: float = 1.0, weight=None, reduction: str = 'mean', name: str = None)
```
@@ -15,7 +12,6 @@ paddle.nn.MultiMarginLoss(p: int = 1, margin: float = 1.0, weight=None, reductio
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------------ | ------------------ | ---------------------------------------------------------------------------------- |
| p | p | 手动指定幂次方指数大小，默认为 1。 |
@@ -26,7 +22,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| reduction | reduction | 指定应用于输出结果的计算方式，可选值有 `none`、`mean` 和 `sum`。默认为 `mean`，计算 mini-batch loss 均值。设置为 `sum` 时，计算 mini-batch loss 的总和。设置为 `none` 时，则返回 loss Tensor。默认值下为 `mean`。 |
### 转写示例
-
```python
# PyTorch 的 size_average、reduce 参数转为 Paddle 的 reduction 参数
if size_average is None:
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MultiheadAttention.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MultiheadAttention.md
index 52feb62cae1..5099caad85a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MultiheadAttention.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.MultiheadAttention.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.MultiheadAttention
-
+## [ torch 参数更多 ]torch.nn.MultiheadAttention
### [torch.nn.MultiheadAttention](https://pytorch.org/docs/stable/generated/torch.nn.MultiheadAttention.html#torch.nn.MultiheadAttention)
-
```python
torch.nn.MultiheadAttention(embed_dim, num_heads, dropout=0.0, bias=True, add_bias_kv=False, add_zero_attn=False, kdim=None, vdim=None, batch_first=False, device=None, dtype=None)
```
### [paddle.nn.MultiHeadAttention](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/MultiHeadAttention_cn.html)
-
```python
paddle.nn.MultiHeadAttention(embed_dim, num_heads, dropout=0.0, kdim=None, vdim=None, need_weights=False, weight_attr=None, bias_attr=None)
```
@@ -15,7 +12,6 @@ paddle.nn.MultiHeadAttention(embed_dim, num_heads, dropout=0.0, kdim=None, vdim=
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------------------------- |
| embed_dim | embed_dim | 输入输出的维度。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.NLLLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.NLLLoss.md
index 2d7d6a8278a..b3eecaaf31d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.NLLLoss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.NLLLoss.md
@@ -1,7 +1,5 @@
-## [torch 参数更多]torch.nn.NLLLoss
-
+## [ torch 参数更多 ]torch.nn.NLLLoss
### [torch.nn.NLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.NLLLoss.html?highlight=nllloss#torch.nn.NLLLoss)
-
```python
torch.nn.NLLLoss(weight=None,
size_average=None,
@@ -11,7 +9,6 @@ torch.nn.NLLLoss(weight=None,
```
### [paddle.nn.NLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/NLLLoss_cn.html#nllloss)
-
```python
paddle.nn.NLLLoss(weight=None,
ignore_index=- 100,
@@ -22,7 +19,6 @@ paddle.nn.NLLLoss(weight=None,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | -------------------------------------------- |
| weight | weight | 表示每个类别的权重。 |
@@ -42,7 +38,6 @@ paddle.nn.NLLLoss(reduction='mean')
```
#### size_average
-
size_average 为 True
```python
@@ -64,7 +59,6 @@ paddle.nn.NLLLoss(weight=w, reduction='sum')
```
#### reduce
-
reduce 为 True
```python
@@ -86,7 +80,6 @@ paddle.nn.NLLLoss(weight=w, reduction='none')
```
#### reduction
-
reduction 为'none'
```python
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.PReLU.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.PReLU.md
index a3378c3cf26..c2d3682f6b7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.PReLU.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.PReLU.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.nn.PReLU
### [torch.nn.PReLU](https://pytorch.org/docs/stable/generated/torch.nn.PReLU.html?highlight=prelu#torch.nn.PReLU)
-
```python
torch.nn.PReLU(num_parameters=1,
init=0.25,
@@ -9,7 +8,6 @@ torch.nn.PReLU(num_parameters=1,
```
### [paddle.nn.PReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PReLU_cn.html#prelu)
-
```python
paddle.nn.PReLU(num_parameters=1,
init=0.25,
@@ -20,7 +18,6 @@ paddle.nn.PReLU(num_parameters=1,
其中 PyTorch 与 Paddle 均支持更多其它参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| num_parameters | num_parameters | 表示可训练 `weight` 的数量。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.PoissonNLLLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.PoissonNLLLoss.md
index a6cf52fc9d4..feb4a440e49 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.PoissonNLLLoss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.PoissonNLLLoss.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.PoissonNLLLoss
-
+## [ torch 参数更多 ]torch.nn.PoissonNLLLoss
### [torch.nn.PoissonNLLLoss](https://pytorch.org/docs/stable/generated/torch.nn.PoissonNLLLoss)
-
```python
torch.nn.PoissonNLLLoss(log_input=True, full=False, size_average=None, eps=1e-08, reduce=None, reduction='mean')
```
### [paddle.nn.PoissonNLLLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/PoissonNLLLoss_cn.html)
-
```python
paddle.nn.PoissonNLLLoss(log_input=True, full=False, epsilon=1e-8, reduction='mean', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.PoissonNLLLoss(log_input=True, full=False, epsilon=1e-8, reduction='me
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------------ | ------------------ | ---------------------------------------------------------------------------------- |
| log_input | log_input | 输入是否为对数函数映射后结果。 |
@@ -26,7 +22,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| reduction | reduction | 指定应用于输出结果的计算方式，可选值有 `none`、`mean` 和 `sum`。默认为 `mean`，计算 mini-batch loss 均值。设置为 `sum` 时，计算 mini-batch loss 的总和。设置为 `none` 时，则返回 loss Tensor。默认值下为 `mean`。两者完全一致。 |
### 转写示例
-
```python
# PyTorch 的 size_average、reduce 参数转为 Paddle 的 reduction 参数
if size_average is None:
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.RNNBase.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.RNNBase.md
index d4e45375bdf..444bf2c0794 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.RNNBase.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.RNNBase.md
@@ -1,4 +1,4 @@
-## [torch 参数更多] torch.nn.RNNBase
+## [ torch 参数更多 ]torch.nn.RNNBase
### [torch.nn.RNNBase](https://pytorch.org/docs/stable/generated/torch.nn.RNNBase.html#torch.nn.RNNBase)
```python
torch.nn.RNNBase(mode: str, input_size: int, hidden_size: int,
@@ -17,7 +17,6 @@ paddle.nn.layer.rnn.RNNBase(mode, input_size, hidden_size,
两者功能一致但参数不一致，部分参数名不同，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| mode | mode | 表示 `RNN` 模型的类型, 取值为 `'LSTM', 'GRU', 'RNN_TANH', 'RNN_RELU`，参数完全一致。|
@@ -34,7 +33,6 @@ paddle.nn.layer.rnn.RNNBase(mode, input_size, hidden_size,
### 转写示例
-
#### bias：是否使用偏置
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.RReLU.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.RReLU.md
index 0b09a4a4bf5..0818033a1ca 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.RReLU.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.RReLU.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.RReLU
-
+## [ torch 参数更多 ]torch.nn.RReLU
### [torch.nn.RReLU](https://pytorch.org/docs/stable/generated/torch.nn.RReLU.html#torch.nn.RReLU)
-
```python
torch.nn.RReLU(lower=0.125, upper=0.3333333333333333, inplace=False)
```
### [paddle.nn.RReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/RReLU_cn.html)
-
```python
paddle.nn.RReLU(lower=1. / 8., upper=1. / 3., name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.RReLU(lower=1. / 8., upper=1. / 3., name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| lower | lower | 负值斜率的随机值范围下限。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.ReLU.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.ReLU.md
index e5269402202..378f4e52def 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.ReLU.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.ReLU.md
@@ -1,19 +1,16 @@
-## [torch 参数更多 ]torch.nn.ReLU
+## [ torch 参数更多 ]torch.nn.ReLU
### [torch.nn.ReLU](https://pytorch.org/docs/stable/generated/torch.nn.ReLU.html?highlight=relu#torch.nn.ReLU)
-
```python
torch.nn.ReLU(inplace=False)
```
### [paddle.nn.ReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ReLU_cn.html#relu)
-
```python
paddle.nn.ReLU(name=None)
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| inplace | - | 在不更改变量的内存地址的情况下，直接修改变量的值，Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.ReLU6.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.ReLU6.md
index 08d0664e273..4960e25056c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.ReLU6.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.ReLU6.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.ReLU6
-
+## [ torch 参数更多 ]torch.nn.ReLU6
### [torch.nn.ReLU6](https://pytorch.org/docs/stable/generated/torch.nn.ReLU6.html#torch.nn.ReLU6)
-
```python
torch.nn.ReLU6(inplace=False)
```
### [paddle.nn.ReLU6](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ReLU6_cn.html)
-
```python
paddle.nn.ReLU6(name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.ReLU6(name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| inplace | - | 表示在不更改变量的内存地址的情况下，直接修改变量的值，Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SELU.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SELU.md
index eb7112d8754..b44358ef666 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SELU.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SELU.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.SELU
-
+## [ torch 参数更多 ]torch.nn.SELU
### [torch.nn.SELU](https://pytorch.org/docs/stable/generated/torch.nn.SELU.html#torch.nn.SELU)
-
```python
torch.nn.SELU(inplace=False)
```
### [paddle.nn.SELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SELU_cn.html)
-
```python
paddle.nn.SELU(scale=1.0507009873554804934193349852946, alpha=1.6732632423543772848170429916717, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.SELU(scale=1.0507009873554804934193349852946, alpha=1.6732632423543772
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| inplace | - | 表示在不更改变量的内存地址的情况下，直接修改变量的值，Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SmoothL1Loss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SmoothL1Loss.md
index 2510d977cc6..28ea68cc80b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SmoothL1Loss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SmoothL1Loss.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.nn.SmoothL1Loss
+## [ torch 参数更多 ]torch.nn.SmoothL1Loss
### [torch.nn.SmoothL1Loss](https://pytorch.org/docs/stable/generated/torch.nn.SmoothL1Loss.html?highlight=smoothl1loss#torch.nn.SmoothL1Loss)
-
```python
torch.nn.SmoothL1Loss(size_average=None,
reduce=None,
@@ -9,7 +8,6 @@ torch.nn.SmoothL1Loss(size_average=None,
```
### [paddle.nn.SmoothL1Loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SmoothL1Loss_cn.html#smoothl1loss)
-
```python
paddle.nn.SmoothL1Loss(reduction='mean',
delta=1.0,
@@ -19,7 +17,6 @@ paddle.nn.SmoothL1Loss(reduction='mean',
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| size_average | - | PyTorch 已弃用， Paddle 无此参数，需要转写。 |
@@ -38,8 +35,7 @@ torch.nn.SmoothL1Loss(size_average=True)
paddle.nn.SmoothL1Loss(reduction='mean')
```
-#### size_average
-size_average 为 True
+#### size_averagesize_average 为 True
```python
# PyTorch 写法
torch.nn.SmoothL1Loss(size_average=True)
@@ -57,8 +53,7 @@ torch.nn.SmoothL1Loss(size_average=False)
paddle.nn.SmoothL1Loss(reduction='sum')
```
-#### reduce
-reduce 为 True
+#### reducereduce 为 True
```python
# PyTorch 写法
torch.nn.SmoothL1Loss(reduce=True)
@@ -76,8 +71,7 @@ torch.nn.SmoothL1Loss(reduce=False)
paddle.nn.SmoothL1Loss(reduction='none')
```
-#### reduction
-reduction 为'none'
+#### reductionreduction 为'none'
```python
# PyTorch 写法
torch.nn.SmoothL1Loss(reduction='none')
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SoftMarginLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SoftMarginLoss.md
index b98c9b29afa..a85001ee96f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SoftMarginLoss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SoftMarginLoss.md
@@ -1,7 +1,5 @@
-## [torch 参数更多]torch.nn.SoftMarginLoss
-
+## [ torch 参数更多 ]torch.nn.SoftMarginLoss
### [torch.nn.SoftMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.SoftMarginLoss.html#torch.nn.SoftMarginLoss)
-
```python
torch.nn.SoftMarginLoss(size_average=None,
reduce=None,
@@ -9,7 +7,6 @@ torch.nn.SoftMarginLoss(size_average=None,
```
### [paddle.nn.SoftMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SoftMarginLoss_cn.html#softmarginloss)
-
```python
paddle.nn.SoftMarginLoss(reduction='mean',
name=None)
@@ -18,7 +15,6 @@ paddle.nn.SoftMarginLoss(reduction='mean',
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | -------------------------------------------- |
| size_average | - | PyTorch 已弃用， Paddle 无此参数，需要转写。 |
@@ -26,9 +22,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| reduction | reduction | 表示应用于输出结果的计算方式。 |
### 转写示例
-
#### size_average
-
```python
# PyTorch 的 size_average、reduce 参数转为 Paddle 的 reduction 参数
if size_average is None:
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SyncBatchNorm.convert_sync_batchnorm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SyncBatchNorm.convert_sync_batchnorm.md
index 4a04a7da378..3731d8711ab 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SyncBatchNorm.convert_sync_batchnorm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.SyncBatchNorm.convert_sync_batchnorm.md
@@ -1,19 +1,16 @@
## [ torch 参数更多 ]torch.nn.SyncBatchNorm.convert_sync_batchnorm
### [torch.nn.SyncBatchNorm.convert_sync_batchnorm](https://pytorch.org/docs/stable/generated/torch.nn.SyncBatchNorm.html?highlight=convert_sync_batchnorm#torch.nn.SyncBatchNorm.convert_sync_batchnorm)
-
```python
torch.nn.SyncBatchNorm.convert_sync_batchnorm(module, process_group=None)
```
### [paddle.nn.SyncBatchNorm.convert_sync_batchnorm](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/SyncBatchNorm_cn.html#convert-sync-batchnorm-layer)
-
```python
paddle.nn.SyncBatchNorm.convert_sync_batchnorm(layer)
```
PyTorch 参数更多，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| module | layer | 需要转换的模型层， 仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Threshold.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Threshold.md
index 1d22fddc8d7..12cd8a7e772 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Threshold.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Threshold.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.Threshold
-
+## [ torch 参数更多 ]torch.nn.Threshold
### [torch.nn.Threshold](https://pytorch.org/docs/stable/generated/torch.nn.Threshold.html#torch.nn.Threshold)
-
```python
torch.nn.Threshold(threshold, value, inplace=False)
```
### [paddle.nn.ThresholdedReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/ThresholdedReLU_cn.html)
-
```python
paddle.nn.ThresholdedReLU(threshold=1.0, value=0.0, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.ThresholdedReLU(threshold=1.0, value=0.0, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| --------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| threshold | threshold | ThresholdedReLU 激活计算公式中的 threshold 值。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Transformer.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Transformer.md
index b3fa7545edb..c8a618f6a6a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Transformer.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Transformer.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.Transformer
-
+## [ torch 参数更多 ]torch.nn.Transformer
### [torch.nn.Transformer](https://pytorch.org/docs/stable/generated/torch.nn.Transformer.html#torch.nn.Transformer)
-
```python
torch.nn.Transformer(d_model=512, nhead=8, num_encoder_layers=6, num_decoder_layers=6, dim_feedforward=2048, dropout=0.1, activation=, custom_encoder=None, custom_decoder=None, layer_norm_eps=1e-05, batch_first=False, norm_first=False, bias=True, device=None, dtype=None)
```
### [paddle.nn.Transformer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/Transformer_cn.html)
-
```python
paddle.nn.Transformer(d_model=512, nhead=8, num_encoder_layers=6, num_decoder_layers=6, dim_feedforward=2048, dropout=0.1, activation='relu', attn_dropout=None, act_dropout=None, normalize_before=False, weight_attr=None, bias_attr=None, custom_encoder=None, custom_decoder=None)
```
@@ -15,7 +12,6 @@ paddle.nn.Transformer(d_model=512, nhead=8, num_encoder_layers=6, num_decoder_la
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------------ | ------------------ | ----------------------------------------------------------------------------------- |
| d_model | d_model | 编码器和解码器的输入输出的维度。 |
@@ -39,9 +35,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 转写示例
-
#### device：Tensor 的设备
-
```python
# PyTorch 写法
m = torch.nn.Transformer(device=torch.device('cpu'))
@@ -53,7 +47,6 @@ y = m(x).cpu()
```
#### dtype：Tensor 的数据类型
-
```python
# PyTorch 写法
m = torch.nn.Transformer(dtype=torch.float32)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.TransformerDecoderLayer.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.TransformerDecoderLayer.md
index 190c2f268e2..a3f39352460 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.TransformerDecoderLayer.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.TransformerDecoderLayer.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.nn.TransformerDecoderLayer
### [torch.nn.TransformerDecoderLayer](https://pytorch.org/docs/stable/generated/torch.nn.TransformerDecoderLayer.html?highlight=transformerdecoderlayer#torch.nn.TransformerDecoderLayer)
-
```python
torch.nn.TransformerDecoderLayer(d_model,
nhead,
@@ -15,7 +14,6 @@ torch.nn.TransformerDecoderLayer(d_model,
dtype=None)
```
### [paddle.nn.TransformerDecoderLayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerDecoderLayer_cn.html#transformerdecoderlayer)
-
```python
paddle.nn.TransformerDecoderLayer(d_model,
nhead,
@@ -32,7 +30,6 @@ paddle.nn.TransformerDecoderLayer(d_model,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| d_model | d_model | 表示输入的维度。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.TransformerEncoder.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.TransformerEncoder.md
index c937cce039a..d7c4d132190 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.TransformerEncoder.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.TransformerEncoder.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.TransformerEncoder
-
+## [ torch 参数更多 ]torch.nn.TransformerEncoder
### [torch.nn.TransformerEncoder](https://pytorch.org/docs/stable/generated/torch.nn.TransformerEncoder.html#torch.nn.TransformerEncoder)
-
```python
torch.nn.TransformerEncoder(encoder_layer, num_layers, norm=None, enable_nested_tensor=True, mask_check=True)
```
### [paddle.nn.TransformerEncoder](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerEncoder_cn.html)
-
```python
paddle.nn.TransformerEncoder(encoder_layer, num_layers, norm=None)
```
@@ -15,7 +12,6 @@ paddle.nn.TransformerEncoder(encoder_layer, num_layers, norm=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------------------- | ------------- | ------------------------------------------ |
| encoder_layer | encoder_layer | TransformerEncoderLayer 的一个实例。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.TransformerEncoderLayer.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.TransformerEncoderLayer.md
index 28712c6a4ca..265bf25623a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.TransformerEncoderLayer.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.TransformerEncoderLayer.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.TransformerEncoderLayer
-
+## [ torch 参数更多 ]torch.nn.TransformerEncoderLayer
### [torch.nn.TransformerEncoderLayer](https://pytorch.org/docs/stable/generated/torch.nn.TransformerEncoderLayer.html#torch.nn.TransformerEncoderLayer)
-
```python
torch.nn.TransformerEncoderLayer(d_model, nhead, dim_feedforward=2048, dropout=0.1, activation=, layer_norm_eps=1e-05, batch_first=False, norm_first=False, bias=True, device=None, dtype=None)
```
### [paddle.nn.TransformerEncoderLayer](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TransformerEncoderLayer_cn.html)
-
```python
paddle.nn.TransformerEncoderLayer(d_model, nhead, dim_feedforward, dropout=0.1, activation='relu', attn_dropout=None, act_dropout=None, normalize_before=False, weight_attr=None, bias_attr=None, layer_norm_eps=1e-05)
```
@@ -15,7 +12,6 @@ paddle.nn.TransformerEncoderLayer(d_model, nhead, dim_feedforward, dropout=0.1,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| --------------- | ---------------- | ----------------------------------------------------------------------------------- |
| d_model | d_model | 输入输出的维度。 |
@@ -34,9 +30,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| - | weight_attr | 指定权重参数属性的对象，PyTorch 无此参数，Paddle 保持默认即可。 |
### 转写示例
-
#### device：Tensor 的设备
-
```python
# PyTorch 写法
m = torch.nn.TransformerEncoderLayer(d_model, nhead, dim_feedforward，device=torch.device('cpu'))
@@ -48,7 +42,6 @@ y = m(x).cpu()
```
#### dtype：Tensor 的数据类型
-
```python
# PyTorch 写法
m = torch.nn.TransformerEncoderLayer(d_model, nhead, dim_feedforward，dtype=torch.float32)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.TripletMarginLoss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.TripletMarginLoss.md
index 0b91b6a6975..8b34714344f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.TripletMarginLoss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.TripletMarginLoss.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.TripletMarginLoss
-
+## [ torch 参数更多 ]torch.nn.TripletMarginLoss
### [torch.nn.TripletMarginLoss](https://pytorch.org/docs/stable/generated/torch.nn.TripletMarginLoss.html#torch.nn.TripletMarginLoss)
-
```python
torch.nn.TripletMarginLoss(margin=1.0, p=2.0, eps=1e-06, swap=False, size_average=None, reduce=None, reduction='mean')
```
### [paddle.nn.TripletMarginLoss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/TripletMarginLoss_cn.html)
-
```python
paddle.nn.TripletMarginLoss(margin=1.0, p=2., epsilon=1e-6, swap=False, reduction='mean', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.TripletMarginLoss(margin=1.0, p=2., epsilon=1e-6, swap=False, reductio
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | ---------------------------------------------- |
| margin | margin | 手动指定间距。 |
@@ -27,7 +23,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| reduction | reduction | 指定应用于输出结果的计算方式。 |
### 转写示例
-
```python
# PyTorch 的 size_average、reduce 参数转为 Paddle 的 reduction 参数
if size_average is None:
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.alpha_dropout.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.alpha_dropout.md
index eff8a4be8d2..2e450c374b9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.alpha_dropout.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.alpha_dropout.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.nn.functional.alpha_dropout
-
### [torch.nn.functional.alpha\_dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.alpha_dropout.html)
-
```python
torch.nn.functional.alpha_dropout(input, p=0.5, training=False, inplace=False)
```
### [paddle.nn.functional.alpha\_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/alpha_dropout_cn.html#alpha-dropout)
-
```python
paddle.nn.functional.alpha_dropout(x, p=0.5, training=True, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.alpha_dropout(x, p=0.5, training=True, name=None)
其中 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | -- |
| input | x | 输入的多维 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.binary_cross_entropy.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.binary_cross_entropy.md
index 9416b07e298..4d910bd35b7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.binary_cross_entropy.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.binary_cross_entropy.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.nn.functional.binary_cross_entropy
-
### [torch.nn.functional.binary\_cross\_entropy](https://pytorch.org/docs/stable/generated/torch.nn.functional.binary_cross_entropy.html)
-
```python
torch.nn.functional.binary_cross_entropy(input, target, weight=None, size_average=None, reduce=None, reduction='mean')
```
### [paddle.nn.functional.binary\_cross\_entropy](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/binary_cross_entropy_cn.html#binary-cross-entropy)
-
```python
paddle.nn.functional.binary_cross_entropy(input, label, weight=None, reduction='mean', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.binary_cross_entropy(input, label, weight=None, reduction='
其中 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | -- |
| input | input | 输入 Tensor。 |
@@ -26,7 +22,6 @@ paddle.nn.functional.binary_cross_entropy(input, label, weight=None, reduction='
| reduction | reduction | 指定应用于输出结果的计算方式。 |
### 转写示例
-
#### size_average、reduce
```python
# PyTorch 的 size_average、reduce 参数转为 Paddle 的 reduction 参数
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.binary_cross_entropy_with_logits.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.binary_cross_entropy_with_logits.md
index 808caa2f9b2..40fc6c2c2c0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.binary_cross_entropy_with_logits.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.binary_cross_entropy_with_logits.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.functional.binary_cross_entropy_with_logits
-
+## [ torch 参数更多 ]torch.nn.functional.binary_cross_entropy_with_logits
### [torch.nn.functional.binary_cross_entropy_with_logits](https://pytorch.org/docs/stable/generated/torch.nn.functional.binary_cross_entropy_with_logits.html?highlight=binary_cross_entropy_with_logits#torch.nn.functional.binary_cross_entropy_with_logits)
-
```python
torch.nn.functional.binary_cross_entropy_with_logits(input, target, weight=None, size_average=None, reduce=None, reduction='mean', pos_weight=None)
```
### [paddle.nn.functional.binary_cross_entropy_with_logits](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/binary_cross_entropy_with_logits_cn.html)
-
```python
paddle.nn.functional.binary_cross_entropy_with_logits(logit, label, weight=None, reduction='mean', pos_weight=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.binary_cross_entropy_with_logits(logit, label, weight=None,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | logit | 表示输入的 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.celu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.celu.md
index e746f0444ce..dce9418a005 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.celu.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.celu.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.functional.celu
-
+## [ torch 参数更多 ]torch.nn.functional.celu
### [torch.nn.functional.celu](https://pytorch.org/docs/stable/generated/torch.nn.functional.celu.html#torch.nn.functional.celu)
-
```python
torch.nn.functional.celu(input, alpha=1.0, inplace=False)
```
### [paddle.nn.functional.celu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/celu_cn.html)
-
```python
paddle.nn.functional.celu(x, alpha=1.0, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.celu(x, alpha=1.0, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.cosine_embedding_loss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.cosine_embedding_loss.md
index 4b3d8f6e68c..9d9909e535c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.cosine_embedding_loss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.cosine_embedding_loss.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.functional.cosine_embedding_loss
-
+## [ torch 参数更多 ]torch.nn.functional.cosine_embedding_loss
### [torch.nn.functional.cosine_embedding_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.cosine_embedding_loss.html#torch.nn.functional.cosine_embedding_loss)
-
```python
torch.nn.functional.cosine_embedding_loss(input1, input2, target, margin=0, size_average=None, reduce=None, reduction='mean')
```
### [paddle.nn.functional.cosine_embedding_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cosine_embedding_loss_cn.html)
-
```python
paddle.nn.functional.cosine_embedding_loss(input1, input2, label, margin=0, reduction='mean', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.cosine_embedding_loss(input1, input2, label, margin=0, redu
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | ---------------------------------------------- |
| input1 | input1 | 输入的 Tensor。 |
@@ -27,7 +23,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| reduction | reduction | 指定应用于输出结果的计算方式。 |
### 转写示例
-
```python
# PyTorch 的 size_average、reduce 参数转为 Paddle 的 reduction 参数
if size_average is None:
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.cross_entropy.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.cross_entropy.md
index 363e5950b9c..015cb1995b9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.cross_entropy.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.cross_entropy.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.nn.functional.cross_entropy
-
### [torch.nn.functional.cross_entropy](https://pytorch.org/docs/stable/generated/torch.nn.functional.cross_entropy.html?highlight=cross_#torch.nn.functional.cross_entropy)
-
```python
torch.nn.functional.cross_entropy(input,
target,
@@ -14,7 +12,6 @@ torch.nn.functional.cross_entropy(input,
```
### [paddle.nn.functional.cross_entropy](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/cross_entropy_cn.html)
-
```python
paddle.nn.functional.cross_entropy(input,
label,
@@ -30,7 +27,6 @@ paddle.nn.functional.cross_entropy(input,
两者功能一致，torch 参数更多，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | input | 表示预测的 Tensor 。 |
@@ -47,7 +43,6 @@ paddle.nn.functional.cross_entropy(input,
### 转写示例
#### size_average
-
size_average 为 True
```python
@@ -69,7 +64,6 @@ paddle.nn.functional.cross_entropy(x,y,reduction='sum')
```
#### reduce
-
reduce 为 True
```python
@@ -91,7 +85,6 @@ paddle.nn.BCEWithLogitsLoss(reduction='none')
```
#### reduction
-
reduction 为'none'
```python
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.ctc_loss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.ctc_loss.md
index 393975a9891..96d212aa244 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.ctc_loss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.ctc_loss.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.functional.ctc_loss
-
+## [ torch 参数更多 ]torch.nn.functional.ctc_loss
### [torch.nn.functional.ctc_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.ctc_loss.html#torch.nn.functional.ctc_loss)
-
```python
torch.nn.functional.ctc_loss(log_probs, targets, input_lengths, target_lengths, blank=0, reduction='mean', zero_infinity=False)
```
### [paddle.nn.functional.ctc_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/ctc_loss_cn.html)
-
```python
paddle.nn.functional.ctc_loss(log_probs, labels, input_lengths, label_lengths, blank=0, reduction='mean')
```
@@ -15,7 +12,6 @@ paddle.nn.functional.ctc_loss(log_probs, labels, input_lengths, label_lengths, b
其中 torch 的 log_softmax+ctc_loss 相当于 paddle 的 ctc_loss，是一个二对一的情况，暂时无法转写。PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------------- | ------------- | ------------------------------------------------------------------ |
| log_probs | log_probs | 经过 padding 的概率序列。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.dropout.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.dropout.md
index b527971fc4b..4091af3c318 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.dropout.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.dropout.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.nn.functional.dropout
-
### [torch.nn.functional.dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout.html)
-
```python
torch.nn.functional.dropout(input, p=0.5, training=True, inplace=False)
```
### [paddle.nn.functional.dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/dropout_cn.html#dropout)
-
```python
paddle.nn.functional.dropout(x, p=0.5, axis=None, training=True, mode='upscale_in_train', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.dropout(x, p=0.5, axis=None, training=True, mode='upscale_i
其中 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | -- |
| input | x | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.dropout2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.dropout2d.md
index 5f23ba933f8..1acdf33f13f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.dropout2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.dropout2d.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.nn.functional.dropout2d
-
### [torch.nn.functional.dropout2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout2d.html#torch.nn.functional.dropout2d)
-
```python
torch.nn.functional.dropout2d(input, p=0.5, training=True, inplace=False)
```
### [paddle.nn.functional.dropout2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout2d_cn.html)
-
```python
paddle.nn.functional.dropout2d(x, p=0.5, training=True, data_format='NCHW', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.dropout2d(x, p=0.5, training=True, data_format='NCHW', name
PyTorch 对于 dropout1d/dropout2d/dropout3d，是将某个 Channel 以一定概率全部置 0，Paddle 是所有元素以一定概率置 0，但该差异一般不影响网络训练效果。
其中 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| input | x | 输入的多维 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.dropout3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.dropout3d.md
index 805fc096ff7..229e96ae88d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.dropout3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.dropout3d.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.nn.functional.dropout3d
-
### [torch.nn.functional.dropout3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout3d.html#torch.nn.functional.dropout3d)
-
```python
torch.nn.functional.dropout3d(input, p=0.5, training=True, inplace=False)
```
### [paddle.nn.functional.dropout3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout3d_cn.html)
-
```python
paddle.nn.functional.dropout3d(x, p=0.5, training=True, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.dropout3d(x, p=0.5, training=True, name=None)
PyTorch 对于 dropout1d/dropout2d/dropout3d，是将某个 Channel 以一定概率全部置 0，Paddle 是所有元素以一定概率置 0，但该差异一般不影响网络训练效果。
其中 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| input | x | 输入的多维 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.elu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.elu.md
index 4350edd0d13..f9d38d0b331 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.elu.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.elu.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.functional.elu
-
+## [ torch 参数更多 ]torch.nn.functional.elu
### [torch.nn.functional.elu](https://pytorch.org/docs/stable/generated/torch.nn.functional.elu.html#torch.nn.functional.elu)
-
```python
torch.nn.functional.elu(input, alpha=1.0, inplace=False)
```
### [paddle.nn.functional.elu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/elu_cn.html)
-
```python
paddle.nn.functional.elu(x, alpha=1.0, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.elu(x, alpha=1.0, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.feature_alpha_dropout.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.feature_alpha_dropout.md
index 8a2d773f4e1..40b5468a6d0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.feature_alpha_dropout.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.feature_alpha_dropout.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.nn.functional.feature_alpha_dropout
-
### [torch.nn.functional.feature\_alpha\_dropout](https://pytorch.org/docs/stable/generated/torch.nn.functional.feature_alpha_dropout.html)
-
```python
torch.nn.functional.feature_alpha_dropout(input, p=0.5, training=False, inplace=False)
```
### [paddle.nn.functional.feature\_alpha\_dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/feature_alpha_dropout_cn.html#feature_alpha-dropout)
-
```python
paddle.nn.functional.feature_alpha_dropout(x, p=0.5, training=True, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.feature_alpha_dropout(x, p=0.5, training=True, name=None)
其中 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | -- |
| input | x | 输入的多维 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.fractional_max_pool2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.fractional_max_pool2d.md
index ac8cb44ea6f..dc83d5992ed 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.fractional_max_pool2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.fractional_max_pool2d.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.nn.functional.fractional_max_pool2d
-
### [torch.nn.functional.fractional_max_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.fractional_max_pool2d.html#torch-nn-functional-fractional-max-pool2d)
-
```python
torch.nn.functional.fractional_max_pool2d(input, kernel_size, output_size=None, output_ratio=None, return_indices=False, _random_samples=None)
```
### [paddle.nn.functional.fractional_max_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fractional_max_pool2d_cn.html)
-
```python
paddle.nn.functional.fractional_max_pool2d(x, output_size, kernel_size=None, random_u=None, return_mask=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.fractional_max_pool2d(x, output_size, kernel_size=None, ran
PyTorch 参数更多，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor 。仅参数名不一致。 |
@@ -26,9 +22,7 @@ PyTorch 参数更多，具体如下：
| _random_samples | random_u | 表示随机数。PyTorch 以列表形式的 Tensor 方式传入，Paddle 以 float 的方式传入，如果 PyTorch 的多个随机数相同，需要转写，如果 PyTorch 的多个随机数不同，暂无转写方式。 |
### 转写示例
-
#### output_ratio:目标输出比例
-
```python
# 假设 intput 的 with=7, height=7，
# output_ratio = 0.75, 则目标 output 的 width = int(7*0.75) = 5, height = int(7*0.75) = 5
@@ -40,7 +34,6 @@ paddle.nn.functional.fractional_max_pool2d(x, output_size=[5, 5], kernel_size=2,
```
#### _random_samples:随机数
-
```python
# Pytorch 写法
torch.nn.functional.fractional_max_pool2d(input, 2, output_size=[3, 3], return_indices=True, _random_samples=torch.tensor([[[0.3, 0.3]]]))
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.fractional_max_pool3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.fractional_max_pool3d.md
index 5fcc4fe75db..fba785b5a92 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.fractional_max_pool3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.fractional_max_pool3d.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.nn.functional.fractional_max_pool3d
-
### [torch.nn.functional.fractional_max_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.fractional_max_pool3d.html#torch-nn-functional-fractional-max-pool3d)
-
```python
torch.nn.functional.fractional_max_pool3d(input, kernel_size, output_size=None, output_ratio=None, return_indices=False, _random_samples=None)
```
### [paddle.nn.functional.fractional_max_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/fractional_max_pool3d_cn.html)
-
```python
paddle.nn.functional.fractional_max_pool3d(x, output_size, kernel_size=None, random_u=None, return_mask=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.fractional_max_pool3d(x, output_size, kernel_size=None, ran
PyTorch 参数更多，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor 。仅参数名不一致。 |
@@ -26,9 +22,7 @@ PyTorch 参数更多，具体如下：
| _random_samples | random_u | 表示随机数。PyTorch 以列表形式的 Tensor 方式传入，Paddle 以 float 的方式传入，如果 PyTorch 的多个随机数相同，需要转写，如果 PyTorch 的多个随机数不同，暂无转写方式。 |
### 转写示例
-
#### output_ratio:目标输出比例
-
```python
# 假设 intput 的 depth=7, with=7, height=7，
# output_ratio = 0.75, 则目标 output 的 depth = int(7*0.75) = 5, width = int(7*0.75) = 5, height = int(7*0.75) = 5
@@ -40,7 +34,6 @@ paddle.nn.functional.fractional_max_pool3d(x, output_size=[5, 5, 5], kernel_size
```
#### _random_samples:随机数
-
```python
# Pytorch 写法
torch.nn.functional.fractional_max_pool3d(input, 2, output_size=[3, 3, 3], return_indices=True, _random_samples=torch.tensor([[[0.3, 0.3, 0.3]]]))
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.gumbel_softmax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.gumbel_softmax.md
index b7828d74e20..ae7d44efbfa 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.gumbel_softmax.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.gumbel_softmax.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.functional.gumbel_softmax
-
+## [ torch 参数更多 ]torch.nn.functional.gumbel_softmax
### [torch.nn.functional.gumbel_softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.gumbel_softmax.html#torch.nn.functional.gumbel_softmax)
-
```python
torch.nn.functional.gumbel_softmax(logits, tau=1, hard=False, eps=1e-10, dim=- 1)
```
### [paddle.nn.functional.gumbel_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/gumbel_softmax_cn.html)
-
```python
paddle.nn.functional.gumbel_softmax(x, temperature=1.0, hard=False, axis=- 1, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.gumbel_softmax(x, temperature=1.0, hard=False, axis=- 1, na
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ------------------------------------------------------------------------------------------------- |
| logits | x | 一个 N-D Tensor，前 N-1 维用于独立分布 batch 的索引，最后一维表示每个类别的概率，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.hardswish.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.hardswish.md
index 405fb9c5132..51acb6a5b0c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.hardswish.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.hardswish.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.functional.hardswish
-
+## [ torch 参数更多 ]torch.nn.functional.hardswish
### [torch.nn.functional.hardswish](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardswish.html#torch.nn.functional.hardswish)
-
```python
torch.nn.functional.hardswish(input, inplace=False)
```
### [paddle.nn.functional.hardswish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardswish_cn.html)
-
```python
paddle.nn.functional.hardswish(x, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.hardswish(x, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.hardtanh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.hardtanh.md
index 97c64e6c0b2..7e6ef261d1c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.hardtanh.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.hardtanh.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.functional.hardtanh
-
+## [ torch 参数更多 ]torch.nn.functional.hardtanh
### [torch.nn.functional.hardtanh](https://pytorch.org/docs/stable/generated/torch.nn.functional.hardtanh.html#torch.nn.functional.hardtanh)
-
```python
torch.nn.functional.hardtanh(input, min_val=- 1.0, max_val=1.0, inplace=False)
```
### [paddle.nn.functional.hardtanh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hardtanh_cn.html)
-
```python
paddle.nn.functional.hardtanh(x, min=-1.0, max=1.0, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.hardtanh(x, min=-1.0, max=1.0, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.hinge_embedding_loss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.hinge_embedding_loss.md
index bca40ddab34..1833f64f3c5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.hinge_embedding_loss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.hinge_embedding_loss.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.functional.hinge_embedding_loss
-
+## [ torch 参数更多 ]torch.nn.functional.hinge_embedding_loss
### [torch.nn.functional.hinge_embedding_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.hinge_embedding_loss.html#torch.nn.functional.hinge_embedding_loss)
-
```python
torch.nn.functional.hinge_embedding_loss(input, target, margin=1.0, size_average=None, reduce=None, reduction='mean')
```
### [paddle.nn.functional.hinge_embedding_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/hinge_embedding_loss_cn.html)
-
```python
paddle.nn.functional.hinge_embedding_loss(input, label, margin=1.0, reduction='mean', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.hinge_embedding_loss(input, label, margin=1.0, reduction='m
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | ------------------------------------------------------------------------------------------ |
| input | input | 输入的 Tensor。 |
@@ -26,7 +22,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| reduction | reduction | 指定应用于输出结果的计算方式。 |
### 转写示例
-
```python
# PyTorch 的 size_average、reduce 参数转为 Paddle 的 reduction 参数
if size_average is None:
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.interpolate.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.interpolate.md
index 32240ad7704..88e8730ce0d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.interpolate.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.interpolate.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.functional.interpolate
-
+## [ torch 参数更多 ]torch.nn.functional.interpolate
### [torch.nn.functional.interpolate](https://pytorch.org/docs/stable/generated/torch.nn.functional.interpolate.html#torch.nn.functional.interpolate)
-
```python
torch.nn.functional.interpolate(input, size=None, scale_factor=None, mode='nearest', align_corners=None, recompute_scale_factor=None, antialias=False)
```
### [paddle.nn.functional.interpolate](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/interpolate_cn.html)
-
```python
paddle.nn.functional.interpolate(x, size=None, scale_factor=None, mode='nearest', align_corners=False, align_mode=0, data_format=None, recompute_scale_factor=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.interpolate(x, size=None, scale_factor=None, mode='nearest'
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------------------- | ------------- | ------------------------------------------------------------------------------------------------------ |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.kl_div.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.kl_div.md
index 239d2e29845..a1b1ae488e0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.kl_div.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.kl_div.md
@@ -1,7 +1,5 @@
-## [torch 参数更多]torch.nn.functional.kl_div
-
+## [ torch 参数更多 ]torch.nn.functional.kl_div
### [torch.nn.functional.kl_div](https://pytorch.org/docs/stable/generated/torch.nn.functional.kl_div.html?highlight=kl_div#torch.nn.functional.kl_div)
-
```python
torch.nn.functional.kl_div(input,
target,
@@ -12,7 +10,6 @@ torch.nn.functional.kl_div(input,
```
### [paddle.nn.functional.kl_div](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/kl_div_cn.html)
-
```python
paddle.nn.functional.kl_div(input,
label,
@@ -23,7 +20,6 @@ paddle.nn.functional.kl_div(input,
其中 PyTorch 相比 Paddle 支持更多的参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | ------------------------------------------------------ |
| size_average | - | PyTorch 已弃用， Paddle 无此参数，需要转写。 |
@@ -32,7 +28,6 @@ paddle.nn.functional.kl_div(input,
| log_target | log_target | 指定目标是否属于 log 空间。 |
### 转写示例
-
#### size_average：是否对损失进行平均或求和
```python
# PyTorch 写法 (size_average 为‘True’时)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.l1_loss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.l1_loss.md
index 21bb3e4a38b..41e935d85ff 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.l1_loss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.l1_loss.md
@@ -1,13 +1,10 @@
-## [torch 参数更多] torch.nn.functional.l1_loss
-
+## [ torch 参数更多 ]torch.nn.functional.l1_loss
### [torch.nn.functional.l1_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.l1_loss.html?highlight=l1_loss#torch.nn.functional.l1_loss)
-
```python
torch.nn.functional.l1_loss(input, target, size_average=None, reduce=None, reduction='mean')
```
### [paddle.nn.functional.l1_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/l1_loss_cn.html)
-
```python
paddle.nn.functional.l1_loss(input, label, reduction='mean', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.l1_loss(input, label, reduction='mean', name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | input | 表示输入的 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.leaky_relu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.leaky_relu.md
index 6df291d9829..7fd6cd1769a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.leaky_relu.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.leaky_relu.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.functional.leaky_relu
-
+## [ torch 参数更多 ]torch.nn.functional.leaky_relu
### [torch.nn.functional.leaky_relu](https://pytorch.org/docs/stable/generated/torch.nn.functional.leaky_relu.html#torch.nn.functional.leaky_relu)
-
```python
torch.nn.functional.leaky_relu(input, negative_slope=0.01, inplace=False)
```
### [paddle.nn.functional.leaky_relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/leaky_relu_cn.html)
-
```python
paddle.nn.functional.leaky_relu(x, negative_slope=0.01, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.leaky_relu(x, negative_slope=0.01, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------------- | -------------- | --------------------------------------------------------------------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.log_softmax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.log_softmax.md
index 5f55ef8df5b..40e718f52ca 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.log_softmax.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.log_softmax.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.functional.log_softmax
-
+## [ torch 参数更多 ]torch.nn.functional.log_softmax
### [torch.nn.functional.log_softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.log_softmax.html#torch.nn.functional.log_softmax)
-
```python
torch.nn.functional.log_softmax(input, dim=None, _stacklevel=3, dtype=None)
```
### [paddle.nn.functional.log_softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/log_softmax_cn.html)
-
```python
paddle.nn.functional.log_softmax(x, axis=- 1, dtype=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.log_softmax(x, axis=- 1, dtype=None, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | -------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.margin_ranking_loss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.margin_ranking_loss.md
index 4ee83010b42..32b67a003e3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.margin_ranking_loss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.margin_ranking_loss.md
@@ -1,7 +1,5 @@
-## [torch 参数更多 ]torch.nn.functional.margin_ranking_loss
-
+## [ torch 参数更多 ]torch.nn.functional.margin_ranking_loss
### [torch.nn.functional.margin_ranking_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.margin_ranking_loss.html?highlight=margin_ranking_loss#torch.nn.functional.margin_ranking_loss)
-
```python
torch.nn.functional.margin_ranking_loss(input1,
input2,
@@ -13,7 +11,6 @@ torch.nn.functional.margin_ranking_loss(input1,
```
### [paddle.nn.functional.margin_ranking_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/margin_ranking_loss_cn.html)
-
```python
paddle.nn.functional.margin_ranking_loss(input,
other,
@@ -25,7 +22,6 @@ paddle.nn.functional.margin_ranking_loss(input,
其中 PyTorch 相⽐ Paddle ⽀持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input1 | input | 表示第一个输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.max_pool1d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.max_pool1d.md
index ab93b4da376..b15a4f59ffb 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.max_pool1d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.max_pool1d.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.functional.max_pool1d
-
+## [ torch 参数更多 ]torch.nn.functional.max_pool1d
### [torch.nn.functional.max_pool1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool1d.html#torch.nn.functional.max_pool1d)
-
```python
torch.nn.functional.max_pool1d(input, kernel_size, stride=None, padding=0, dilation=1, ceil_mode=False, return_indices=False)
```
### [paddle.nn.functional.max_pool1d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool1d_cn.html)
-
```python
paddle.nn.functional.max_pool1d(x, kernel_size, stride=None, padding=0, return_mask=False, ceil_mode=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.max_pool1d(x, kernel_size, stride=None, padding=0, return_m
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------------- | ------------ | ------------------------------------------------------------ |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.max_pool2d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.max_pool2d.md
index 8f89ce64b93..a5a8747d730 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.max_pool2d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.max_pool2d.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.nn.functional.max_pool2d
-
### [torch.nn.functional.max_pool2d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool2d.html#torch.nn.functional.max_pool2d)
-
```python
torch.nn.functional.max_pool2d(input, kernel_size, stride=None, padding=0, dilation=1, ceil_mode=False, return_indices=False)
```
### [paddle.nn.functional.max_pool2d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool2d_cn.html)
-
```python
paddle.nn.functional.max_pool2d(x, kernel_size, stride=None, padding=0, ceil_mode=False, return_mask=False, data_format='NCHW', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.max_pool2d(x, kernel_size, stride=None, padding=0, ceil_mod
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------------- | ------------ | ------------------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.max_pool3d.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.max_pool3d.md
index 370208d4570..aba5d769cc8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.max_pool3d.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.max_pool3d.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.functional.max_pool3d
-
+## [ torch 参数更多 ]torch.nn.functional.max_pool3d
### [torch.nn.functional.max_pool3d](https://pytorch.org/docs/stable/generated/torch.nn.functional.max_pool3d.html#torch.nn.functional.max_pool3d)
-
```python
torch.nn.functional.max_pool3d(input, kernel_size, stride=None, padding=0, dilation=1, ceil_mode=False, return_indices=False)
```
### [paddle.nn.functional.max_pool3d](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/max_pool3d_cn.html)
-
```python
paddle.nn.functional.max_pool3d(x, kernel_size, stride=None, padding=0, ceil_mode=False, return_mask=False, data_format="NCDHW", name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.max_pool3d(x, kernel_size, stride=None, padding=0, ceil_mod
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------------- | ------------ | ------------------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.mish.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.mish.md
index 8029a7cc3c7..a2fe468edcc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.mish.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.mish.md
@@ -1,14 +1,11 @@
## [ torch 参数更多 ]torch.nn.functional.mish
-
### [torch.nn.functional.mish](https://pytorch.org/docs/stable/generated/torch.nn.functional.mish.html?highlight=torch+nn+functional+mish#torch.nn.functional.mish)
-
```python
torch.nn.functional.mish(input,
inplace=False)
```
### [paddle.nn.functional.mish](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/mish_cn.html)
-
```python
paddle.nn.functional.mish(x,
name=None)
@@ -16,7 +13,6 @@ paddle.nn.functional.mish(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.mse_loss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.mse_loss.md
index 4b5351ba1d7..1179ddf8dce 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.mse_loss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.mse_loss.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.nn.functional.mse_loss
-
### [torch.nn.functional.mse_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.mse_loss.html?highlight=mse_loss#torch.nn.functional.mse_loss)
-
```python
torch.nn.functional.mse_loss(input,
target,
@@ -11,7 +9,6 @@ torch.nn.functional.mse_loss(input,
```
### [paddle.nn.functional.mse_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/mse_loss_cn.html)
-
```python
paddle.nn.functional.mse_loss(input,
label,
@@ -21,7 +18,6 @@ paddle.nn.functional.mse_loss(input,
其中 PyTorch 相⽐ Paddle ⽀持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | input | 表示预测的 Tensor 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.multi_margin_loss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.multi_margin_loss.md
index d2a370a9917..65fb4a30833 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.multi_margin_loss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.multi_margin_loss.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.nn.functional.multi_margin_loss
-
### [torch.nn.functional.multi\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multi_margin_loss.html)
-
```python
torch.nn.functional.multi_margin_loss(input, target, p=1, margin=1, weight=None, size_average=None, reduce=None, reduction='mean')
```
### [paddle.nn.functional.multi\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_margin_loss_cn.html#multi-margin-loss)
-
```python
paddle.nn.functional.multi_margin_loss(input, label, p=1, margin=1.0, weight=None, reduction='mean', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.multi_margin_loss(input, label, p=1, margin=1.0, weight=Non
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | -- |
| input | input | 输入 Tensor。 |
@@ -28,7 +24,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| reduction | reduction | 指定应用于输出结果的计算方式。 |
### 转写示例
-
#### size_average、reduce
```python
# PyTorch 的 size_average、reduce 参数转为 Paddle 的 reduction 参数
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.multilabel_margin_loss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.multilabel_margin_loss.md
index bbb72da9eae..93ce3e66d16 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.multilabel_margin_loss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.multilabel_margin_loss.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.nn.functional.multilabel_margin_loss
-
### [torch.nn.functional.multilabel\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multilabel_margin_loss.html)
-
```python
torch.nn.functional.multilabel_margin_loss(input, target, size_average=None, reduce=None, reduction='mean')
```
### [paddle.nn.functional.multi\_label\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_label_margin_loss_cn.html#multi-label-margin-loss)
-
```python
paddle.nn.functional.multi_label_margin_loss(input, label, reduction='mean', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.multi_label_margin_loss(input, label, reduction='mean', nam
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | -- |
| input | input | 输入 Tensor。 |
@@ -25,7 +21,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| reduction | reduction | 指定应用于输出结果的计算方式。 |
### 转写示例
-
#### size_average、reduce
```python
# PyTorch 的 size_average、reduce 参数转为 Paddle 的 reduction 参数
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.multilabel_soft_margin_loss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.multilabel_soft_margin_loss.md
index 57889db47ad..4dc9c9b58c5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.multilabel_soft_margin_loss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.multilabel_soft_margin_loss.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.nn.functional.multilabel_soft_margin_loss
-
### [torch.nn.functional.multilabel\_soft\_margin\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.multilabel_soft_margin_loss.html)
-
```python
torch.nn.functional.multilabel_soft_margin_loss(input, target, weight=None, size_average=None, reduce=None, reduction='mean')
```
### [paddle.nn.functional.multi\_label\_soft\_margin\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/multi_label_soft_margin_loss_cn.html#multi-label-soft-margin-loss)
-
```python
paddle.nn.functional.multi_label_soft_margin_loss(input, label, weight=None, reduction='mean', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.multi_label_soft_margin_loss(input, label, weight=None, red
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | -- |
| input | input | 输入 Tensor。 |
@@ -26,7 +22,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| reduction | reduction | 指定应用于输出结果的计算方式。 |
### 转写示例
-
#### size_average、reduce
```python
# PyTorch 的 size_average、reduce 参数转为 Paddle 的 reduction 参数
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.nll_loss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.nll_loss.md
index eb4b63288bc..6088ab784cc 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.nll_loss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.nll_loss.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.nn.functional.nll_loss
-
### [torch.nn.functional.nll_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.nll_loss.html#torch-nn-functional-nll-loss)
-
```python
torch.nn.functional.nll_loss(input,
target,
@@ -13,7 +11,6 @@ torch.nn.functional.nll_loss(input,
```
### [paddle.nn.functional.nll_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/nll_loss_cn.html#nll-loss)
-
```python
paddle.nn.functional.nll_loss(input,
label,
@@ -25,7 +22,6 @@ paddle.nn.functional.nll_loss(input,
其中 PyTorch 相⽐ Paddle ⽀持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | input | 输入 Tensor |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.normalize.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.normalize.md
index 968daae3797..6f13abe80d1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.normalize.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.normalize.md
@@ -1,7 +1,5 @@
-## [torch 参数更多 ]torch.nn.functional.normalize
-
+## [ torch 参数更多 ]torch.nn.functional.normalize
### [torch.nn.functional.normalize](https://pytorch.org/docs/stable/generated/torch.nn.functional.normalize.html?highlight=normalize#torch.nn.functional.normalize)
-
```python
torch.nn.functional.normalize(input,
p=2.0,
@@ -11,7 +9,6 @@ torch.nn.functional.normalize(input,
```
### [paddle.nn.functional.normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/normalize_cn.html)
-
```python
paddle.nn.functional.normalize(x,
p=2,
@@ -22,7 +19,6 @@ paddle.nn.functional.normalize(x,
其中 PyTorch 相⽐ Paddle ⽀持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输出 Tensor 的 size 。 |
@@ -32,7 +28,7 @@ paddle.nn.functional.normalize(x,
| out | - | 表示输出 Tensor 。 |
### 转写示例
-#### out: 指定输出
+#### out: 指定输出
```python
# PyTorch 写法
torch.nn.functional.normalize(x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.poisson_nll_loss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.poisson_nll_loss.md
index 9a39d396355..7e7792dc82f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.poisson_nll_loss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.poisson_nll_loss.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.nn.functional.poisson_nll_loss
-
### [torch.nn.functional.poisson\_nll\_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.poisson_nll_loss.html)
-
```python
torch.nn.functional.poisson_nll_loss(input, target, log_input=True, full=False, size_average=None, eps=1e-08, reduce=None, reduction='mean')
```
### [paddle.nn.functional.poisson\_nll\_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/functional/poisson_nll_loss_cn.html#poisson-nll-loss)
-
```python
paddle.nn.functional.poisson_nll_loss(input, label, log_input=True, full=False, epsilon=1e-8, reduction='mean', name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.poisson_nll_loss(input, label, log_input=True, full=False,
其中 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------ | ------------ | -- |
| input | input | 输入 Tensor。 |
@@ -28,7 +24,6 @@ paddle.nn.functional.poisson_nll_loss(input, label, log_input=True, full=False,
| reduction | reduction | 指定应用于输出结果的计算方式。 |
### 转写示例
-
#### size_average、reduce
```python
# PyTorch 的 size_average、reduce 参数转为 Paddle 的 reduction 参数
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.relu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.relu.md
index 0ecc465459c..11df1c27231 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.relu.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.relu.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.functional.relu
-
+## [ torch 参数更多 ]torch.nn.functional.relu
### [torch.nn.functional.relu](https://pytorch.org/docs/stable/generated/torch.nn.functional.relu.html#torch.nn.functional.relu)
-
```python
torch.nn.functional.relu(input, inplace=False)
```
### [paddle.nn.functional.relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/relu_cn.html)
-
```python
paddle.nn.functional.relu(x, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.relu(x, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.rrelu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.rrelu.md
index eb09a30ee29..6493876b03b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.rrelu.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.rrelu.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.functional.rrelu
-
+## [ torch 参数更多 ]torch.nn.functional.rrelu
### [torch.nn.functional.rrelu](https://pytorch.org/docs/stable/generated/torch.nn.functional.rrelu.html#torch.nn.functional.rrelu)
-
```python
torch.nn.functional.rrelu(input, lower=1.0 / 8, upper=1.0 / 3, training=False, inplace=False)
```
### [paddle.nn.functional.rrelu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/rrelu_cn.html)
-
```python
paddle.nn.functional.rrelu(x, lower=1. / 8., upper=1. / 3., training=True, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.rrelu(x, lower=1. / 8., upper=1. / 3., training=True, name=
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.scaled_dot_product_attention.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.scaled_dot_product_attention.md
index 37158a8e724..a626a1c32f4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.scaled_dot_product_attention.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.scaled_dot_product_attention.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.nn.functional.scaled_dot_product_attention
-
### [torch.nn.functional.scaled_dot_product_attention](https://pytorch.org/docs/stable/generated/torch.nn.functional.scaled_dot_product_attention.html#torch-nn-functional-scaled-dot-product-attention)
-
```python
torch.nn.functional.scaled_dot_product_attention(query, key, value, attn_mask=None, dropout_p=0.0, is_causal=False, scale=None, enable_gqa=False)
```
### [paddle.nn.functional.scaled_dot_product_attention](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/scaled_dot_product_attention_cn.html#scaled-dot-product-attention)
-
```python
paddle.nn.functional.scaled_dot_product_attention(query, key, value, attn_mask=None, dropout_p=0.0, is_causal=False, training=True, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.scaled_dot_product_attention(query, key, value, attn_mask=N
两者功能基本一致，参数不一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| --------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| query | query | 注意力模块中的查询张量。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.selu.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.selu.md
index 1cb53ec3b90..673fc31f139 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.selu.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.selu.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.functional.selu
-
+## [ torch 参数更多 ]torch.nn.functional.selu
### [torch.nn.functional.selu](https://pytorch.org/docs/stable/generated/torch.nn.functional.selu.html#torch.nn.functional.selu)
-
```python
torch.nn.functional.selu(input, inplace=False)
```
### [paddle.nn.functional.selu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/selu_cn.html)
-
```python
paddle.nn.functional.selu(x, scale=1.0507009873554804934193349852946, alpha=1.6732632423543772848170429916717, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.selu(x, scale=1.0507009873554804934193349852946, alpha=1.67
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.soft_margin_loss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.soft_margin_loss.md
index 5b6d182bfd8..d873c34cccf 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.soft_margin_loss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.soft_margin_loss.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.nn.functional.soft_margin_loss
-
### [torch.nn.functional.soft_margin_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.soft_margin_loss.html?highlight=soft_margin_loss#torch.nn.functional.soft_margin_loss)
-
```python
torch.nn.functional.soft_margin_loss(input,
target,
@@ -11,7 +9,6 @@ torch.nn.functional.soft_margin_loss(input,
```
### [paddle.nn.functional.soft_margin_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/soft_margin_loss_cn.html)
-
```python
paddle.nn.functional.soft_margin_loss(input,
label,
@@ -21,7 +18,6 @@ paddle.nn.functional.soft_margin_loss(input,
其中 PyTorch 相⽐ Paddle ⽀持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | input | 输入 Tensor 。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.softmax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.softmax.md
index 26b26f5cb1a..079c061204a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.softmax.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.softmax.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.nn.functional.softmax
-
### [torch.nn.functional.softmax](https://pytorch.org/docs/stable/generated/torch.nn.functional.softmax.html#torch.nn.functional.softmax)
-
```python
torch.nn.functional.softmax(input, dim=None, _stacklevel=3, dtype=None)
```
### [paddle.nn.functional.softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/softmax_cn.html#softmax)
-
```python
paddle.nn.functional.softmax(x, axis=-1, dtype=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.softmax(x, axis=-1, dtype=None, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| --------- | -------------- | ----------------------------------------------------- |
| input | x | 表示输入张量，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.threshold.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.threshold.md
index 1f3b9456c20..c3bb1530ff9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.threshold.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.threshold.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.functional.threshold
-
+## [ torch 参数更多 ]torch.nn.functional.threshold
### [torch.nn.functional.threshold](https://pytorch.org/docs/stable/generated/torch.nn.functional.threshold.html#torch.nn.functional.threshold)
-
```python
torch.nn.functional.threshold(input, threshold, value, inplace=False)
```
### [paddle.nn.functional.thresholded_relu](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/thresholded_relu_cn.html)
-
```python
paddle.nn.functional.thresholded_relu(x, threshold=1.0, value=0.0, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.functional.thresholded_relu(x, threshold=1.0, value=0.0, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| --------- | ------------ | --------------------------------------------------------------------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.triplet_margin_loss.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.triplet_margin_loss.md
index e6a4cdec85f..9a6eb8a7615 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.triplet_margin_loss.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.functional.triplet_margin_loss.md
@@ -1,7 +1,5 @@
-## [torch 参数更多 ] torch.nn.functional.triplet_margin_loss
-
+## [ torch 参数更多 ]torch.nn.functional.triplet_margin_loss
### [torch.nn.functional.triplet_margin_loss](https://pytorch.org/docs/stable/generated/torch.nn.functional.triplet_margin_loss.html?highlight=triplet_margin_loss#torch.nn.functional.triplet_margin_loss)
-
```python
torch.nn.functional.triplet_margin_loss(anchor,
positive,
@@ -16,7 +14,6 @@ torch.nn.functional.triplet_margin_loss(anchor,
```
### [paddle.nn.functional.triplet_margin_loss](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/triplet_margin_loss_cn.html)
-
```python
paddle.nn.functional.triplet_margin_loss(input,
positive,
@@ -31,7 +28,6 @@ paddle.nn.functional.triplet_margin_loss(input,
其中 PyTorch 相⽐ Paddle ⽀持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| anchor | input | 输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.modules.batchnorm._BatchNorm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.modules.batchnorm._BatchNorm.md
index 3d560cc815a..dff8c525fe6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.modules.batchnorm._BatchNorm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.modules.batchnorm._BatchNorm.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.nn.modules.batchnorm._BatchNorm
-
### [torch.nn.modules.batchnorm.\_BatchNorm](https://pytorch.org/docs/stable/_modules/torch/nn/modules/batchnorm.html)
-
```python
torch.nn.modules.batchnorm._BatchNorm(num_features, eps=1e-5, momentum=0.1, affine=True, track_running_stats=True, device=None, dtype=None)
```
### [paddle.nn.layer.norm.\_BatchNormBase](https://github.com/PaddlePaddle/Paddle/blob/b51d50bc9ee9eaa5cefa18507195b239e4513194/python/paddle/nn/layer/norm.py#L701)
-
```python
paddle.nn.layer.norm._BatchNormBase(num_features, momentum=0.9, epsilon=1e-05, weight_attr=None, bias_attr=None, data_format='NCHW', use_global_stats=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.nn.layer.norm._BatchNormBase(num_features, momentum=0.9, epsilon=1e-05, w
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------------- | ---------------------------- | --------- |
| num_features | num_features | 特征数量。 |
@@ -30,9 +26,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| - | data_format | 指定输入数据格式，PyTorch 无此参数，Paddle 保持默认即可。 |
### 转写示例
-
#### affine：是否进行仿射变换
-
```python
# 当 PyTorch 的 affine 为`False`，表示 weight 和 bias 不进行更新，torch 写法
torch.nn.modules.batchnorm._BatchNorm(num_features, affine=False)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.parallel.DistributedDataParallel.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.parallel.DistributedDataParallel.md
index 9b5580ea02d..8f0a60f6534 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.parallel.DistributedDataParallel.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.parallel.DistributedDataParallel.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.nn.parallel.DistributedDataParallel
-
+## [ torch 参数更多 ]torch.nn.parallel.DistributedDataParallel
### [torch.nn.parallel.DistributedDataParallel](https://pytorch.org/docs/stable/generated/torch.nn.parallel.DistributedDataParallel.html#torch.nn.parallel.DistributedDataParallel)
-
```python
torch.nn.parallel.DistributedDataParallel(module, device_ids=None, output_device=None, dim=0, broadcast_buffers=True, process_group=None, bucket_cap_mb=25, find_unused_parameters=False, check_reduction=False, gradient_as_bucket_view=False, static_graph=False)
```
### [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/DataParallel_cn.html)
-
```python
paddle.DataParallel(layers, strategy=None, comm_buffer_size=25, last_comm_buffer_size=1, find_unused_parameters=False)
```
@@ -15,7 +12,6 @@ paddle.DataParallel(layers, strategy=None, comm_buffer_size=25, last_comm_buffer
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------- | ---------------------- | ---------------------------------------------------------------------------------------- |
| module | layers | 需要通过数据并行方式执行的模型，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.utils.clip_grad_norm_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.utils.clip_grad_norm_.md
index 221a8eb3bf7..abe0ec69df4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.utils.clip_grad_norm_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.utils.clip_grad_norm_.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.nn.utils.clip_grad_norm_
### [torch.nn.utils.clip_grad_norm_](https://pytorch.org/docs/stable/generated/torch.nn.utils.clip_grad_norm_.html?highlight=clip_grad_norm_#torch.nn.utils.clip_grad_norm_)
-
```python
torch.nn.utils.clip_grad_norm_(parameters,
max_norm,
@@ -10,7 +9,6 @@ torch.nn.utils.clip_grad_norm_(parameters,
```
### [paddle.nn.utils.clip_grad_norm_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/clip_grad_norm__cn.html)
-
```python
paddle.nn.utils.clip_grad_norm_(parameters,
max_norm,
@@ -21,7 +19,6 @@ paddle.nn.utils.clip_grad_norm_(parameters,
paddle 参数和 torch 参数完全一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------- | ------------ | -------------------------------------- |
| parameters | parameters | 需要参与梯度裁剪的一个 Tensor 或者多个 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.utils.clip_grad_value_.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.utils.clip_grad_value_.md
index 11567bd8f23..7133b4ea4d4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.utils.clip_grad_value_.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.utils.clip_grad_value_.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.nn.utils.clip_grad_value_
### [torch.nn.utils.clip_grad_value_](https://pytorch.org/docs/stable/generated/torch.nn.utils.clip_grad_value_.html?highlight=clip_grad_value_#torch.nn.utils.clip_grad_value_)
-
```python
torch.nn.utils.clip_grad_value_(parameters,
clip_value,
@@ -8,7 +7,6 @@ torch.nn.utils.clip_grad_value_(parameters,
```
### [paddle.nn.utils.clip_grad_value_](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/utils/clip_grad_value__cn.html)
-
```python
paddle.nn.utils.clip_grad_value_(parameters,
clip_value)
@@ -17,7 +15,6 @@ paddle.nn.utils.clip_grad_value_(parameters,
paddle 参数和 torch 参数完全一致，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------- | ------------ | -------------------------------------- |
| parameters | parameters | 需要参与梯度裁剪的一个 Tensor 或者多个 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.normal.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.normal.md
index 97c1d4e7d8c..ea5051666fe 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.normal.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.normal.md
@@ -17,7 +17,6 @@ paddle.normal(mean=0.0,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| mean | mean | 表示正态分布的均值。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.onnx.export.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.onnx.export.md
index f7e6f80876e..920a7236042 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.onnx.export.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.onnx.export.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.onnx.export
-
+## [ torch 参数更多 ]torch.onnx.export
### [torch.onnx.export](https://pytorch.org/docs/stable/onnx.html#torch.onnx.export)
-
```python
torch.onnx.export(model, args, f, export_params=True, verbose=False, training=, input_names=None, output_names=None, operator_export_type=, opset_version=None, do_constant_folding=True, dynamic_axes=None, keep_initializers_as_inputs=None, custom_opsets=None, export_modules_as_functions=False)
```
### [paddle.onnx.export](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/onnx/export_cn.html)
-
```python
paddle.onnx.export(layer, path, input_spec=None, opset_version=9, **configs)
```
@@ -15,7 +12,6 @@ paddle.onnx.export(layer, path, input_spec=None, opset_version=9, **configs)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| --------------------------- | ------------- | ------------------------------------------------------------------------------------------------------------------------------------ |
| model | layer | 导出的模型，PyTorch 类型为 torch.nn.Module, torch.jit.ScriptModule 或 torch.jit.ScriptFunction，Paddle 为 Layer 对象，需要转写。 |
@@ -37,9 +33,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| - | configs | 其他用于兼容的存储配置选项，PyTorch 无此参数，Paddle 保持默认即可。 |
### 转写示例
-
#### 参数类型不同
-
```python
# PyTorch 写法
torch.onnx.export(
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.ASGD.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.ASGD.md
index 16616a64890..2ab0347d115 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.ASGD.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.ASGD.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.optim.ASGD
-
### [torch.optim.ASGD](https://pytorch.org/docs/stable/generated/torch.optim.ASGD.html)
-
```python
torch.optim.ASGD(params,
lr=0.01,
@@ -15,7 +13,6 @@ torch.optim.ASGD(params,
```
### [paddle.optimizer.ASGD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/ASGD_cn.html#cn-api-paddle-optimizer-asgd)
-
```python
paddle.optimizer.ASGD(learning_rate=0.001,
batch_num=1,
@@ -30,7 +27,6 @@ paddle.optimizer.ASGD(learning_rate=0.001,
Pytorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------------- | ----------------------------------------------------------------------------------------------------------------------- |
| params | parameters | 表示指定优化器需要优化的参数，仅参数名不一致 |
@@ -48,13 +44,11 @@ Pytorch 相比 Paddle 支持更多其他参数，具体如下：
| - | name | 一般情况下无需设置。 PyTorch 无此参数，Paddle 保持默认即可 |
### 相关问题
-
torch 当前版本的 ASGD 实现并不完善。转换过来的 paddle ASGD 会与 torch 的不一致（不影响收敛），但是可以正常使用。如果强需求保证转换前后一致，可以自行尝试其他优化器。
如果后续 torch 有代码更新，可以联系 @WintersMontagne10335 作 API 调整与对接。
#### torch 现存问题
-
在 `_single_tensor_asgd` 中，对 `axs, ax` 进行了更新，但是它们却并没有参与到 `params` 中。 `axs, ax` 完全没有作用。
调研到的比较可信的原因是，目前 `ASGD` 的功能并不完善， `axs, ax` 是预留给以后的版本的。
@@ -69,7 +63,6 @@ torch 当前版本的 ASGD 实现并不完善。转换过来的 paddle ASGD 会
- https://github.com/pytorch/pytorch/issues/74884
#### paddle 实现思路
-
主要参照 [`ASGD` 论文: Minimizing Finite Sums with the Stochastic Average Gradient](https://inria.hal.science/hal-00860051v2)
核心步骤为：
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Adadelta.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Adadelta.md
index 2051eba94e9..c5398628faa 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Adadelta.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Adadelta.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.optim.Adadelta
-
### [torch.optim.Adadelta](https://pytorch.org/docs/stable/generated/torch.optim.Adadelta.html)
-
```python
torch.optim.Adadelta(params,
lr=1.0,
@@ -14,7 +12,6 @@ torch.optim.Adadelta(params,
```
### [paddle.optimizer.Adadelta](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adadelta_cn.html#cn-api-paddle-optimizer-adadelta)
-
```python
paddle.optimizer.Adadelta(learning_rate=0.001,
epsilon=1e-06,
@@ -28,7 +25,6 @@ paddle.optimizer.Adadelta(learning_rate=0.001,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| params | parameters | 表示指定优化器需要优化的参数，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Adagrad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Adagrad.md
index 98ea7a5f206..c184971c35e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Adagrad.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Adagrad.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.optim.Adagrad
-
### [torch.optim.Adagrad](https://pytorch.org/docs/stable/generated/torch.optim.Adagrad.html)
-
```python
torch.optim.Adagrad(params,
lr=1e-2,
@@ -15,7 +13,6 @@ torch.optim.Adagrad(params,
```
### [paddle.optimizer.Adagrad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adagrad_cn.html)
-
```python
paddle.optimizer.Adagrad(learning_rate,
epsilon=1e-06,
@@ -29,7 +26,6 @@ paddle.optimizer.Adagrad(learning_rate,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| params | parameters | 表示指定优化器需要优化的参数，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Adam.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Adam.md
index cd23fe51900..46648585c55 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Adam.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Adam.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.optim.Adam
-
### [torch.optim.Adam](https://pytorch.org/docs/stable/generated/torch.optim.Adam.html)
-
```python
torch.optim.Adam(params,
lr=0.001,
@@ -17,7 +15,6 @@ torch.optim.Adam(params,
```
### [paddle.optimizer.Adam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adam_cn.html)
-
```python
paddle.optimizer.Adam(learning_rate=0.001,
beta1=0.9,
@@ -36,7 +33,6 @@ paddle.optimizer.Adam(learning_rate=0.001,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| params | parameters | 表示指定优化器需要优化的参数，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.AdamW.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.AdamW.md
index 3f87fe428e9..9e5c4459104 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.AdamW.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.AdamW.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.optim.AdamW
-
### [torch.optim.AdamW](https://pytorch.org/docs/stable/generated/torch.optim.AdamW.html)
-
```python
torch.optim.AdamW(params,
lr=0.001,
@@ -17,7 +15,6 @@ torch.optim.AdamW(params,
```
### [paddle.optimizer.AdamW](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/AdamW_cn.html)
-
```python
paddle.optimizer.AdamW(learning_rate=0.001,
beta1=0.9,
@@ -37,7 +34,6 @@ paddle.optimizer.AdamW(learning_rate=0.001,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| params | parameters | 表示指定优化器需要优化的参数，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Adamax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Adamax.md
index 6dc25927aea..3ed30cf1648 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Adamax.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Adamax.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.optim.Adamax
-
### [torch.optim.Adamax](https://pytorch.org/docs/stable/generated/torch.optim.Adamax.html)
-
```python
torch.optim.Adamax(params,
lr=0.002,
@@ -14,7 +12,6 @@ torch.optim.Adamax(params,
```
### [paddle.optimizer.Adamax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Adamax_cn.html)
-
```python
paddle.optimizer.Adamax(learning_rate=0.001,
beta1=0.9,
@@ -29,7 +26,6 @@ paddle.optimizer.Adamax(learning_rate=0.001,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| params | parameters | 表示指定优化器需要优化的参数，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.NAdam.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.NAdam.md
index 21647e843fa..f8161f73de6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.NAdam.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.NAdam.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.optim.NAdam
-
### [torch.optim.NAdam](https://pytorch.org/docs/stable/generated/torch.optim.NAdam.html#torch.optim.NAdam)
-
```python
torch.optim.NAdam(params,
lr=0.002,
@@ -17,7 +15,6 @@ torch.optim.NAdam(params,
```
### [paddle.optimizer.NAdam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/NAdam_cn.html#nadam)
-
```python
paddle.optimizer.NAdam(learning_rate=0.002,
beta1=0.9,
@@ -33,7 +30,6 @@ paddle.optimizer.NAdam(learning_rate=0.002,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| params | parameters | 表示指定优化器需要优化的参数，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Optimizer.step.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Optimizer.step.md
index 07f396d3ae1..49a00cb3e57 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Optimizer.step.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Optimizer.step.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.optim.Optimizer.step
-
### [torch.optim.Optimizer.step](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.step.html#torch-optim-optimizer-step)
-
```python
torch.optim.Optimizer.step(closure)
```
### [paddle.optimizer.Optimizer.step](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer_cn.html#step)
-
```python
paddle.optimizer.Optimizer.step()
```
@@ -15,7 +12,6 @@ paddle.optimizer.Optimizer.step()
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ---------- | ---------------- |
| closure | - | 重新评估模型并返回损失的闭包, Paddle 无此参数，暂无转写方式。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.RAdam.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.RAdam.md
index ab8a1878f4a..a4541685ff4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.RAdam.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.RAdam.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.optim.RAdam
-
### [torch.optim.RAdam](https://pytorch.org/docs/stable/generated/torch.optim.RAdam.html#torch.optim.RAdam)
-
```python
torch.optim.RAdam(params,
lr=0.001,
@@ -16,7 +14,6 @@ torch.optim.RAdam(params,
```
### [paddle.optimizer.RAdam](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/RAdam_cn.html#radam)
-
```python
paddle.optimizer.RAdam(learning_rate=0.001,
beta1=0.9,
@@ -31,7 +28,6 @@ paddle.optimizer.RAdam(learning_rate=0.001,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| params | parameters | 表示指定优化器需要优化的参数，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.RMSprop.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.RMSprop.md
index bfc42953a0b..2f93c28235e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.RMSprop.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.RMSprop.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.optim.RMSprop
-
### [torch.optim.RMSprop](https://pytorch.org/docs/stable/generated/torch.optim.RMSprop.html)
-
```python
torch.optim.RMSprop(params,
lr=0.01,
@@ -16,7 +14,6 @@ torch.optim.RMSprop(params,
```
### [paddle.optimizer.RMSProp](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/RMSProp_cn.html)
-
```python
paddle.optimizer.RMSProp(learning_rate,
rho=0.95,
@@ -32,7 +29,6 @@ paddle.optimizer.RMSProp(learning_rate,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| params | parameters | 表示指定优化器需要优化的参数，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Rprop.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Rprop.md
index 2a1c07ff69c..9a9392b5765 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Rprop.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Rprop.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.optim.Rprop
-
### [torch.optim.Rprop](https://pytorch.org/docs/stable/generated/torch.optim.Rprop.html)
-
```python
torch.optim.Rprop(params,
lr=0.01,
@@ -13,7 +11,6 @@ torch.optim.Rprop(params,
```
### [paddle.optimizer.Rprop](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Rprop_cn.html#cn-api-paddle-optimizer-rprop)
-
```python
paddle.optimizer.Rprop(learning_rate=0.001,
learning_rate_range=(1e-5, 50),
@@ -26,7 +23,6 @@ paddle.optimizer.Rprop(learning_rate=0.001,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------------- | ----------------------------------------------------------------------------------------------------------------------- |
| params | parameters | 表示指定优化器需要优化的参数，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.SGD.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.SGD.md
index 8040d5bb779..c8a589f45b3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.SGD.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.SGD.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.optim.SGD
-
### [torch.optim.SGD](https://pytorch.org/docs/stable/generated/torch.optim.SGD.html)
-
```python
torch.optim.SGD(params,
lr,
@@ -15,7 +13,6 @@ torch.optim.SGD(params,
```
### [paddle.optimizer.SGD](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/SGD_cn.html)
-
```python
paddle.optimizer.SGD(learning_rate=0.001,
parameters=None,
@@ -27,7 +24,6 @@ paddle.optimizer.SGD(learning_rate=0.001,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------------------------------- | ------------ | ----------------------------------------------------------------------- |
| params | parameters | 表示指定优化器需要优化的参数，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ormqr.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ormqr.md
index b47b0d37c47..005e891e584 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ormqr.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.ormqr.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.ormqr
-
### [torch.ormqr](https://pytorch.org/docs/stable/generated/torch.ormqr.html#torch.ormqr)
-
```python
torch.ormqr(input, input2, input3, left=True, transpose=False, *, out=None)
```
### [paddle.linalg.ormqr](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/linalg/ormqr_cn.html#ormqr)
-
```python
paddle.linalg.ormqr(x, tau, y, left=True, transpose=False)
```
@@ -15,7 +12,6 @@ paddle.linalg.ormqr(x, tau, y, left=True, transpose=False)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| --------- | ------------ | ---------------------------------------------- |
| input | x | 输入的参数，用于表示矩阵 Q ，仅参数名不一致 |
@@ -26,9 +22,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor ，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.ormqr(x, tau, other, left, transpose, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.poisson.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.poisson.md
index b8a577520a7..82e60ebdb37 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.poisson.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.poisson.md
@@ -1,5 +1,4 @@
## [ torch 参数更多 ]torch.poisson
-
### [torch.poisson](https://pytorch.org/docs/stable/generated/torch.poisson.html#torch.poisson)
```python
torch.poisson(input,
@@ -13,7 +12,6 @@ paddle.poisson(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.profiler.profile.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.profiler.profile.md
index fc3ff36c354..1fa8c7e08ad 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.profiler.profile.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.profiler.profile.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.profiler.profile
-
+## [ torch 参数更多 ]torch.profiler.profile
### [torch.profiler.profile](https://pytorch.org/docs/stable/profiler.html#torch.profiler.profile)
-
```python
torch.profiler.profile(*, activities=None, schedule=None, on_trace_ready=None, record_shapes=False, profile_memory=False, with_stack=False, with_flops=False, with_modules=False, experimental_config=None, use_cuda=None)
```
### [paddle.profiler.Profiler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/profiler/Profiler_cn.html)
-
```python
paddle.profiler.Profiler(*, targets=None, scheduler=None, on_trace_ready=None, record_shapes=False, profile_memory=False, timer_only=False)
```
@@ -15,7 +12,6 @@ paddle.profiler.Profiler(*, targets=None, scheduler=None, on_trace_ready=None, r
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------------- | -------------- | ---------------------------------------------------------------------------------------------------------------------------- |
| activities | targets | 指定性能分析所要分析的设备，PyTorch 为 torch.profiler.ProfilerActivity 类型，Paddle 为 paddle.profiler.ProfilerTarget 类型。 |
@@ -31,9 +27,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| - | timer_only | 如果设置为 True，将只统计模型的数据读取和每一个迭代所消耗的时间，而不进行性能分析，PyTorch 无此参数，Paddle 保持默认即可。 |
### 转写示例
-
#### 参数类型不同
-
```python
# PyTorch 写法:
with torch.profiler.profile(
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.qr.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.qr.md
index c848145b57c..78c3fd5124f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.qr.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.qr.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多 ] torch.qr
-
+## [ torch 参数更多 ]torch.qr
### [torch.qr](https://pytorch.org/docs/stable/generated/torch.qr.html#torch.qr)
-
```python
torch.qr(input, some=True, *, out=None)
```
### [paddle.linalg.qr](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/qr_cn.html#qr)
-
```python
paddle.linalg.qr(x, mode='reduced', name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.qr(x, mode='reduced', name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.quantile.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.quantile.md
index c719f1a03fa..9885f7b15a2 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.quantile.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.quantile.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.quantile
-
### [torch.quantile](https://pytorch.org/docs/stable/generated/torch.quantile.html?highlight=quantile#torch.quantile)
-
```python
torch.quantile(input,
q,
@@ -13,7 +11,6 @@ torch.quantile(input,
```
### [paddle.quantile](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/quantile_cn.html)
-
```python
paddle.quantile(x,
q,
@@ -26,7 +23,6 @@ paddle.quantile(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.rad2deg.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.rad2deg.md
index 59d7c6df202..091eb7e82f5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.rad2deg.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.rad2deg.md
@@ -1,20 +1,16 @@
-## [torch 参数更多 ]torch.rad2deg
-
+## [ torch 参数更多 ]torch.rad2deg
### [torch.rad2deg](https://pytorch.org/docs/stable/generated/torch.rad2deg.html?highlight=torch+rad2deg#torch.rad2deg)
-
```python
torch.rad2deg(input, *, out=None)
```
### [paddle.rad2deg](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/rad2deg_cn.html)
-
```python
paddle.rad2deg(x, name=None)
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.randint.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.randint.md
index ce65279bc6e..876523bc54e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.randint.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.randint.md
@@ -1,4 +1,4 @@
-## [torch 参数更多 ]torch.randint
+## [ torch 参数更多 ]torch.randint
### [torch.randint](https://pytorch.org/docs/stable/generated/torch.randint.html?highlight=randint#torch.randint)
```python
torch.randint(low=0,
@@ -25,7 +25,6 @@ paddle.randint(low=0,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| low | low | 表示生成的随机值范围的下限(区间一般包含)。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.randint_like.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.randint_like.md
index b00de3c37db..b4513d399a3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.randint_like.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.randint_like.md
@@ -1,7 +1,5 @@
-## [torch 参数更多 ]torch.randint_like
-
+## [ torch 参数更多 ]torch.randint_like
### [torch.randint_like](https://pytorch.org/docs/stable/generated/torch.randint_like.html?highlight=randint_like#torch.randint_like)
-
```python
torch.randint_like(input,
low=0,
@@ -17,7 +15,6 @@ torch.randint_like(input,
```
### [paddle.randint_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randint_like_cn.html)
-
```python
paddle.randint_like(x,
low=0,
@@ -29,7 +26,6 @@ paddle.randint_like(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
@@ -45,9 +41,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 转写示例
-
#### device: Tensor 的设备
-
```python
# PyTorch 写法
torch.randint_like(x, 10, device=torch.device('cpu'))
@@ -58,7 +52,6 @@ y.cpu()
```
#### requires_grad：是否求梯度
-
```python
# PyTorch 写法
x = torch.randint_like(x, 10, requires_grad=True)
@@ -69,7 +62,6 @@ x.stop_gradient = False
```
#### pin_memory：是否分配到固定内存上
-
```python
# PyTorch 写法
x = torch.randint_like(x, 10, pin_memory=True)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.randn_like.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.randn_like.md
index 2a1c320e69d..249be266831 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.randn_like.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.randn_like.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多 ] torch.randn_like
-
+## [ torch 参数更多 ]torch.randn_like
### [torch.randn_like](https://pytorch.org/docs/stable/generated/torch.randn_like.html#torch.randn_like)
-
```python
torch.randn_like(input, *, dtype=None, layout=None, device=None, requires_grad=False, memory_format=torch.preserve_format)
```
### [paddle.randn_like](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/randn_like_cn.html#randn_like)
-
```python
paddle.randn_like(x, dtype=None, name=None)
```
@@ -25,7 +22,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| memory_format | - | 表示内存格式， Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
### 转写示例
-
#### requires_grad：表示是否不阻断梯度传导
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.reciprocal.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.reciprocal.md
index 5e749f06326..6599778f36b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.reciprocal.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.reciprocal.md
@@ -1,7 +1,5 @@
-## [torch 参数更多]torch.reciprocal
-
+## [ torch 参数更多 ]torch.reciprocal
### [torch.reciprocal](https://pytorch.org/docs/stable/generated/torch.reciprocal.html?highlight=torch+reciprocal#torch.reciprocal)
-
```python
torch.reciprocal(input,
*,
@@ -9,7 +7,6 @@ torch.reciprocal(input,
```
### [paddle.reciprocal](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/reciprocal_cn.html)
-
```python
paddle.reciprocal(x,
name=None)
@@ -17,7 +14,6 @@ paddle.reciprocal(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.renorm.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.renorm.md
index cd37df3bf08..3bf81c957e5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.renorm.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.renorm.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多]torch.renorm
-
+## [ torch 参数更多 ]torch.renorm
### [torch.renorm](https://pytorch.org/docs/stable/generated/torch.renorm.html#torch-renorm)
-
```python
torch.renorm(input, p, dim, maxnorm, *, out=None)
```
### [paddle.renorm]()
-
```python
paddle.renorm(x, p, axis, max_norm)
```
@@ -15,7 +12,6 @@ paddle.renorm(x, p, axis, max_norm)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------- |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
@@ -24,9 +20,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| maxnorm | max_norm | 表示子张量的 p-范数最大值，仅参数名不一致。 |
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.renorm(x, 1, 0, 5, out=output)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.round.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.round.md
index 61993dc7408..463fa8b3d8f 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.round.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.round.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.round
+## [ torch 参数更多 ]torch.round
### [torch.round](https://pytorch.org/docs/stable/generated/torch.round.html?highlight=round#torch.round)
-
```python
torch.round(input,
*,
@@ -9,7 +8,6 @@ torch.round(input,
```
### [paddle.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/round_cn.html#round)
-
```python
paddle.round(x,
name=None)
@@ -17,7 +15,6 @@ paddle.round(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.save.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.save.md
index 1ad263bf855..113dbf6844a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.save.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.save.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.save
+## [ torch 参数更多 ]torch.save
### [torch.save](https://pytorch.org/docs/stable/generated/torch.save.html?highlight=save#torch.save)
-
```python
torch.save(obj,
f,
@@ -10,7 +9,6 @@ torch.save(obj,
```
### [paddle.save](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/save_cn.html#save)
-
```python
paddle.save(obj,
path,
@@ -19,7 +17,6 @@ paddle.save(obj,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| obj | obj | 要保存的对象实例，torch 支持 io.BytesIO、io.StringIO、文件，paddle 只支持文件，暂无转写方式。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.scalar_tensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.scalar_tensor.md
index 76f8c310c53..812ab62855c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.scalar_tensor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.scalar_tensor.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.scalar_tensor
+## [ torch 参数更多 ]torch.scalar_tensor
### [torch.scalar_tensor]
-
```python
torch.scalar_tensor(s,
dtype=torch.float32,
@@ -11,7 +10,6 @@ torch.scalar_tensor(s,
```
### [paddle.to_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/to_tensor_cn.html#to-tensor)
-
```python
paddle.to_tensor(data,
dtype=None,
@@ -21,7 +19,6 @@ paddle.to_tensor(data,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| s | data | 表示输入的数据。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.searchsorted.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.searchsorted.md
index 586e5c4ba68..8f74177a3a1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.searchsorted.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.searchsorted.md
@@ -1,7 +1,5 @@
-## [ torch 参数更多]torch.searchsorted
-
+## [ torch 参数更多 ]torch.searchsorted
### [torch.searchsorted](https://pytorch.org/docs/stable/generated/torch.searchsorted.html#torch-searchsorted)
-
```python
torch.searchsorted(sorted_sequence,
values,
@@ -14,7 +12,6 @@ torch.searchsorted(sorted_sequence,
```
### [paddle.searchsorted](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/searchsorted_cn.html#searchsorted)
-
```python
paddle.searchsorted(sorted_sequence,
values,
@@ -26,7 +23,6 @@ paddle.searchsorted(sorted_sequence,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | --------------------------------------------------- |
| sorted_sequence | sorted_sequence | 表示待查找的 Tensor 。 |
@@ -39,7 +35,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 转写示例
#### side：指定查找对应的上边界或下边界
-
```python
# PyTorch 写法
torch.searchsorted(x,y, side='right')
@@ -49,7 +44,6 @@ paddle.searchsorted(x,y,right=True)
```
#### out：指定输出
-
```python
# PyTorch 写法
torch.searchsorted(x,y, out=output)
@@ -59,7 +53,6 @@ paddle.assign(paddle.searchsorted(x,y), output)
```
#### sorter: 提供 sorted_sequence 为无序 Tensor 时，相对应的升序索引
-
```python
# PyTorch 写法
torch.searchsorted(x,y, sorter=sorter)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.set_printoptions.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.set_printoptions.md
index f976612710c..f948f02598b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.set_printoptions.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.set_printoptions.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.set_printoptions
-
### [torch.set_printoptions](https://pytorch.org/docs/stable/generated/torch.set_printoptions.html?highlight=torch+set_printoptions#torch.set_printoptions)
-
```python
torch.set_printoptions(precision=None, threshold=None, edgeitems=None, linewidth=None, profile=None, sci_mode=None)
```
### [paddle.set_printoptions](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/set_printoptions_cn.html)
-
```python
paddle.set_printoptions(precision=None, threshold=None, edgeitems=None, sci_mode=None, linewidth=None)
```
@@ -15,7 +12,6 @@ paddle.set_printoptions(precision=None, threshold=None, edgeitems=None, sci_mode
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| --------- | ------------ | ------------------------------------------------------------ |
| precision | precision | 浮点数的小数位数, PyTorch 默认值为 4，Paddle 默认为 8。 |
@@ -26,9 +22,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| profile | - | 预设风格，支持 `default`, `short`, `full`。 Paddle 无此参数， 需要转写。 |
### 转写示例
-
#### profile:预设风格，设置为 `default`。
-
```python
# PyTorch 写法
torch.set_printoptions(profile='default')
@@ -38,7 +32,6 @@ paddle.set_printoptions(precision=4, threshold=1000, edgeitems=3, linewidth=80)
```
#### profile:预设风格，设置为 `short`。
-
```python
# PyTorch 写法
torch.set_printoptions(profile='short')
@@ -48,7 +41,6 @@ paddle.set_printoptions(precision=2, threshold=1000, edgeitems=2, linewidth=80)
```
#### profile:预设风格，设置为 `full`。
-
```python
# PyTorch 写法
torch.set_printoptions(profile='full')
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sgn.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sgn.md
index a57bd8f2d5d..34f4ea8fb6e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sgn.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sgn.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.sgn
+## [ torch 参数更多 ]torch.sgn
### [torch.sgn](https://pytorch.org/docs/stable/generated/torch.sgn.html?highlight=torch+sgn#torch.sgn)
-
```python
torch.sgn(input,
*,
@@ -8,7 +7,6 @@ torch.sgn(input,
```
### [paddle.sgn](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sgn_cn.html)
-
```python
paddle.sgn(x,
name=None)
@@ -16,7 +14,6 @@ paddle.sgn(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.blackman.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.blackman.md
index 477fbbcfb35..e4c25c79c29 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.blackman.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.blackman.md
@@ -1,19 +1,16 @@
## [ torch 参数更多 ]torch.signal.windows.blackman
### [torch.signal.windows.blackman](https://pytorch.org/docs/stable/generated/torch.signal.windows.blackman.html)
-
```python
torch.signal.windows.blackman(M, *, sym=True, dtype=None, layout=torch.strided, device=None, requires_grad=False)
```
### [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window)
-
```python
paddle.audio.functional.get_window(window, win_length, fftbins=True, dtype='float64')
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | window | 窗函数类型，Pytorch 无此参数，Paddle 需设置为 `blackman`。 |
@@ -25,7 +22,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| requires_grad | - | 表示是否计算梯度， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### window：窗函数类型
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.cosine.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.cosine.md
index 7b7dd0d3202..6c977b02ef3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.cosine.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.cosine.md
@@ -1,19 +1,16 @@
## [ torch 参数更多 ]torch.signal.windows.cosine
### [torch.signal.windows.cosine](https://pytorch.org/docs/stable/generated/torch.signal.windows.cosine.html)
-
```python
torch.signal.windows.cosine(M, *, sym=True, dtype=None, layout=torch.strided, device=None, requires_grad=False)
```
### [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window)
-
```python
paddle.audio.functional.get_window(window, win_length, fftbins=True, dtype='float64')
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | window | 窗函数类型，Pytorch 无此参数，Paddle 需设置为 `cosine`。 |
@@ -25,7 +22,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| requires_grad | - | 表示是否计算梯度， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### window：窗函数类型
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.exponential.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.exponential.md
index a3e97c8c2a8..563e286f857 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.exponential.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.exponential.md
@@ -1,19 +1,16 @@
## [ torch 参数更多 ]torch.signal.windows.exponential
### [torch.signal.windows.exponential](https://pytorch.org/docs/stable/generated/torch.signal.windows.exponential.html)
-
```python
torch.signal.windows.exponential(M, *, center=None, tau=1.0, sym=True, dtype=None, layout=torch.strided, device=None, requires_grad=False)
```
### [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window)
-
```python
paddle.audio.functional.get_window(window, win_length, fftbins=True, dtype='float64')
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | window | 窗函数类型，Pytorch 无此参数，Paddle 需设置为 `exponential`。 |
@@ -27,7 +24,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| requires_grad | - | 表示是否计算梯度， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### window：窗函数类型
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.gaussian.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.gaussian.md
index 0d6d1d6bd19..4cb86b0a77b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.gaussian.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.gaussian.md
@@ -1,19 +1,16 @@
## [ torch 参数更多 ]torch.signal.windows.gaussian
### [torch.signal.windows.gaussian](https://pytorch.org/docs/stable/generated/torch.signal.windows.gaussian.html)
-
```python
torch.signal.windows.gaussian(M, *, std=1.0, sym=True, dtype=None, layout=torch.strided, device=None, requires_grad=False)
```
### [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window)
-
```python
paddle.audio.functional.get_window(window, win_length, fftbins=True, dtype='float64')
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | window | 窗函数类型，Pytorch 无此参数，Paddle 需设置为 `gaussian`。 |
@@ -26,7 +23,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| requires_grad | - | 表示是否计算梯度， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### window：窗函数类型
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.general_cosine.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.general_cosine.md
index acbf57b35ee..77d26f56383 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.general_cosine.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.general_cosine.md
@@ -1,19 +1,16 @@
## [ torch 参数更多 ]torch.signal.windows.general_cosine
### [torch.signal.windows.general_cosine](https://pytorch.org/docs/stable/generated/torch.signal.windows.general_cosine.html)
-
```python
torch.signal.windows.general_cosine(M, *, a, sym=True, dtype=None, layout=torch.strided, device=None, requires_grad=False)
```
### [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window)
-
```python
paddle.audio.functional.get_window(window, win_length, fftbins=True, dtype='float64')
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | window | 窗函数类型，Pytorch 无此参数，Paddle 需设置为 `general_cosine`。 |
@@ -26,7 +23,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| requires_grad | - | 表示是否计算梯度， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### window：窗函数类型
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.general_hamming.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.general_hamming.md
index 0ea1377b9bb..3de56133445 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.general_hamming.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.general_hamming.md
@@ -1,19 +1,16 @@
## [ torch 参数更多 ]torch.signal.windows.general_hamming
### [torch.signal.windows.general_hamming](https://pytorch.org/docs/stable/generated/torch.signal.windows.general_hamming.html)
-
```python
torch.signal.windows.general_hamming(M, *, alpha=0.54, sym=True, dtype=None, layout=torch.strided, device=None, requires_grad=False)
```
### [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window)
-
```python
paddle.audio.functional.get_window(window, win_length, fftbins=True, dtype='float64')
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | window | 窗函数类型，Pytorch 无此参数，Paddle 需设置为 `general_hamming`。 |
@@ -26,7 +23,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| requires_grad | - | 表示是否计算梯度， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### window：窗函数类型
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.hamming.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.hamming.md
index df9f30c3a5d..7c274d91a3c 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.hamming.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.hamming.md
@@ -1,19 +1,16 @@
## [ torch 参数更多 ]torch.signal.windows.hamming
### [torch.signal.windows.hamming](https://pytorch.org/docs/stable/generated/torch.signal.windows.hamming.html)
-
```python
torch.signal.windows.hamming(M, *, sym=True, dtype=None, layout=torch.strided, device=None, requires_grad=False)
```
### [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window)
-
```python
paddle.audio.functional.get_window(window, win_length, fftbins=True, dtype='float64')
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | window | 窗函数类型，Pytorch 无此参数，Paddle 需设置为 `hamming`。 |
@@ -25,7 +22,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| requires_grad | - | 表示是否计算梯度， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### window：窗函数类型
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.hann.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.hann.md
index 8daea67b3ce..5b9f9cc3a15 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.hann.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signal.windows.hann.md
@@ -1,19 +1,16 @@
## [ torch 参数更多 ]torch.signal.windows.hann
### [torch.signal.windows.hann](https://pytorch.org/docs/stable/generated/torch.signal.windows.hann.html)
-
```python
torch.signal.windows.hann(M, *, sym=True, dtype=None, layout=torch.strided, device=None, requires_grad=False)
```
### [paddle.audio.functional.get_window](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/paddle/audio/functional/get_window_cn.html#get-window)
-
```python
paddle.audio.functional.get_window(window, win_length, fftbins=True, dtype='float64')
```
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| - | window | 窗函数类型，Pytorch 无此参数，Paddle 需设置为 `hann`。 |
@@ -25,7 +22,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| requires_grad | - | 表示是否计算梯度， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### window：窗函数类型
```python
# PyTorch 写法
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signbit.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signbit.md
index 5b1d6825252..c96cdf3542e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signbit.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.signbit.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.signbit
-
+## [ torch 参数更多 ]torch.signbit
### [torch.signbit](https://pytorch.org/docs/stable/generated/torch.signbit.html#torch-signbit)
-
```python
torch.signbit(input, *, out=None)
```
### [paddle.signbit](https://github.com/PaddlePaddle/Paddle/blob/9ce3a54f456011c664c70fbcd318f2e1af0a7d81/python/paddle/tensor/math.py#L7175)
-
```python
paddle.signbit(x, name=None)
```
@@ -15,16 +12,13 @@ paddle.signbit(x, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------------------- |
| input | x | 输入 Tensor，仅参数名不一致。 |
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.signbit([1., 2., 3., -1.], out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sinh.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sinh.md
index 967f1dd383c..4fd47598746 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sinh.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sinh.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.sinh
+## [ torch 参数更多 ]torch.sinh
### [torch.sinh](https://pytorch.org/docs/stable/generated/torch.sinh.html?highlight=sinh#torch.sinh)
-
```python
torch.sinh(input,
*,
@@ -8,7 +7,6 @@ torch.sinh(input,
```
### [paddle.sinh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinh_cn.html#sinh)
-
```python
paddle.sinh(x,
name=None)
@@ -16,7 +14,6 @@ paddle.sinh(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sparse.softmax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sparse.softmax.md
index 6922c522442..cf7cce15a35 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sparse.softmax.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sparse.softmax.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多 ] torch.sparse.softmax
-
+## [ torch 参数更多 ]torch.sparse.softmax
### [torch.sparse.softmax](https://pytorch.org/docs/stable/generated/torch.sparse.softmax.html#torch.sparse.softmax)
-
```python
torch.sparse.softmax(input, dim, dtype=None)
```
### [paddle.sparse.nn.functional.softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/nn/functional/softmax_cn.html)
-
```python
paddle.sparse.nn.functional.softmax(x, axis=-1, name=None)
```
@@ -15,7 +12,6 @@ paddle.sparse.nn.functional.softmax(x, axis=-1, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| -------- | ----------- | ---------------------------------------------------- |
| input | x | 输入的稀疏 Tensor，仅参数名不一致。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sparse_csr_tensor.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sparse_csr_tensor.md
index a273ed3a3c5..e4383aa00f3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sparse_csr_tensor.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.sparse_csr_tensor.md
@@ -1,7 +1,5 @@
-## [torch 参数更多]torch.sparse_csr_tensor
-
+## [ torch 参数更多 ]torch.sparse_csr_tensor
### [torch.sparse_csr_tensor](https://pytorch.org/docs/stable/generated/torch.sparse_csr_tensor.html#torch.sparse_csr_tensor)
-
```python
torch.sparse_csr_tensor(crow_indices,
col_indices,
@@ -17,7 +15,6 @@ torch.sparse_csr_tensor(crow_indices,
```
### [paddle.sparse.sparse_csr_tensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/sparse_csr_tensor_cn.html#sparse-csr-tensor)
-
```python
paddle.sparse.sparse_csr_tensor(crows, cols, values, shape=None, dtype=None, place=None, stop_gradient=True)
```
@@ -25,7 +22,6 @@ paddle.sparse.sparse_csr_tensor(crows, cols, values, shape=None, dtype=None, pla
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------------- | ------------- | ----------------------------------------------------------------------------------- |
| crow_indices | crows | 每行第一个非零元素在 values 的起始位置，仅参数名不一致。 |
@@ -40,9 +36,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| check_invariants | - | 是否检查稀疏 Tensor 变量，Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
### 转写示例
-
#### requires_grad 参数：是否阻断 Autograd 的梯度传导
-
```python
# PyTorch 写法
crows = [0, 2, 3, 5]
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.digamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.digamma.md
index 7fc7d887e27..db962d5f031 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.digamma.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.digamma.md
@@ -14,7 +14,6 @@ paddle.digamma(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.erf.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.erf.md
index 51ca2f6998e..4332f18a982 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.erf.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.erf.md
@@ -1,14 +1,11 @@
## [ torch 参数更多 ]torch.special.erf
-
### [torch.special.erf](https://pytorch.org/docs/stable/special.html?highlight=torch+special+erf#torch.special.erf)
-
```python
torch.special.erf(input,
out=None)
```
### [paddle.erf](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erf_cn.html)
-
```python
paddle.erf(x,
name=None)
@@ -16,16 +13,13 @@ paddle.erf(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.special.erf(t, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.erfinv.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.erfinv.md
index 1b346fa7722..4fb49e686f4 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.erfinv.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.erfinv.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.special.erfinv
-
+## [ torch 参数更多 ]torch.special.erfinv
### [torch.special.erfinv](https://pytorch.org/docs/stable/special.html#torch.special.erfinv)
-
```python
torch.special.erfinv(input, *, out=None)
```
### [paddle.erfinv](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/erfinv_cn.html)
-
```python
paddle.erfinv(x, name=None)
```
@@ -15,16 +12,13 @@ paddle.erfinv(x, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -------------------------------------------------- |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.special.erfinv(x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.expm1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.expm1.md
index 141e1364b92..46a10ab7271 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.expm1.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.expm1.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.special.expm1
### [torch.special.expm1](https://pytorch.org/docs/stable/special.html#torch.special.expm1)
-
```python
torch.special.expm1(input,
*,
@@ -8,7 +7,6 @@ torch.special.expm1(input,
```
### [paddle.expm1](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/expm1_cn.html)
-
```python
paddle.expm1(x,
name=None)
@@ -16,7 +14,6 @@ paddle.expm1(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 该 OP 的输入为多维 Tensor。数据类型为：float16、float32、float64，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.gammainc.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.gammainc.md
index f49d967de85..5cdccff90fa 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.gammainc.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.gammainc.md
@@ -1,7 +1,5 @@
-## [torch 参数更多] torch.special.gammainc
-
+## [ torch 参数更多 ]torch.special.gammainc
### [torch.special.gammainc](https://pytorch.org/docs/stable/special.html#torch.special.gammainc)
-
```python
torch.special.gammainc(input,
other,
@@ -10,7 +8,6 @@ torch.special.gammainc(input,
```
### [paddle.gammainc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html)
-
```python
paddle.gammainc(x,
y)
@@ -19,7 +16,6 @@ paddle.gammainc(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------ | ------------------------------------------------------------ |
| input | x | 第一个非负输入张量，仅参数名不一致。 |
@@ -27,9 +23,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.special.gammainc(torch.tensor([1.0,2.0]),torch.tensor([3.0,4.0]),out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.gammaincc.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.gammaincc.md
index b1c31722d45..d5f523b6ae1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.gammaincc.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.gammaincc.md
@@ -1,7 +1,5 @@
## [ torch 参数更多 ]torch.special.gammaincc
-
### [torch.special.gammaincc](https://pytorch.org/docs/stable/special.html#torch.special.gammaincc)
-
```python
torch.special.gammaincc(input,
other,
@@ -10,7 +8,6 @@ torch.special.gammaincc(input,
```
### [paddle.gammaincc](https://www.paddlepaddle.org.cn/documentation/docs/zh/2.6/api/index_cn.html)
-
```python
paddle.gammaincc(x,
y)
@@ -19,7 +16,6 @@ paddle.gammaincc(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------ | ------------------------------------------------------------ |
| input | x | 第一个非负输入张量，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.gammaln.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.gammaln.md
index 44ece358288..c88ac721a62 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.gammaln.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.gammaln.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.special.gammaln
-
+## [ torch 参数更多 ]torch.special.gammaln
### [torch.special.gammaln](https://pytorch.org/docs/stable/special.html#torch.special.gammaln)
-
```python
torch.special.gammaln(input, *, out=None)
```
### [paddle.gammaln](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/gammaln_cn.html#gammaln)
-
```python
paddle.gammaln(x, name=None)
```
@@ -15,16 +12,13 @@ paddle.gammaln(x, name=None)
其中 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.special.gammaln(x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i0.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i0.md
index 84f0462bdba..64d76011649 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i0.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i0.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.special.i0
-
+## [ torch 参数更多 ]torch.special.i0
### [torch.special.i0](https://pytorch.org/docs/stable/special.html#torch.special.i0)
-
```python
torch.special.i0(input, *, out=None)
```
### [paddle.i0](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i0_cn.html)
-
```python
paddle.i0(x, name=None)
```
@@ -15,16 +12,13 @@ paddle.i0(x, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -------------------------------------------------- |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
x = torch.tensor([1, 2, 3, 4, 5], dtype=torch.float32)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i0e.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i0e.md
index 7772b7ef5b3..f169a2fc3d8 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i0e.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i0e.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.special.i0e
-
+## [ torch 参数更多 ]torch.special.i0e
### [torch.special.i0e](https://pytorch.org/docs/stable/special.html#torch.special.i0e)
-
```python
torch.special.i0e(input, *, out=None)
```
### [paddle.i0e](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i0e_cn.html)
-
```python
paddle.i0e(x, name=None)
```
@@ -15,16 +12,13 @@ paddle.i0e(x, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -------------------------------------------------- |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
x = torch.tensor([1, 2, 3, 4, 5], dtype=torch.float32)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i1.md
index f686e040942..5865427f1f6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i1.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i1.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.special.i1
-
+## [ torch 参数更多 ]torch.special.i1
### [torch.special.i1](https://pytorch.org/docs/stable/special.html#torch.special.i1)
-
```python
torch.special.i1(input, *, out=None)
```
### [paddle.i1](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i1_cn.html)
-
```python
paddle.i1(x, name=None)
```
@@ -15,16 +12,13 @@ paddle.i1(x, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -------------------------------------------------- |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
x = torch.tensor([1, 2, 3, 4, 5], dtype=torch.float32)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i1e.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i1e.md
index 160ca681dd6..d7b39560f16 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i1e.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.i1e.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.special.i1e
-
+## [ torch 参数更多 ]torch.special.i1e
### [torch.special.i1e](https://pytorch.org/docs/stable/special.html#torch.special.i1e)
-
```python
torch.special.i1e(input, *, out=None)
```
### [paddle.i1e](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/i1e_cn.html)
-
```python
paddle.i1e(x, name=None)
```
@@ -15,16 +12,13 @@ paddle.i1e(x, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -------------------------------------------------- |
| input | x | 表示输入的 Tensor，仅参数名不一致。 |
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
x = torch.tensor([1, 2, 3, 4, 5], dtype=torch.float32)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.log1p.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.log1p.md
index 2c05add048b..668ab15fc27 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.log1p.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.log1p.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.special.log1p
+## [ torch 参数更多 ]torch.special.log1p
### [torch.special.log1p](https://pytorch.org/docs/stable/special.html#torch.special.log1p)
-
```python
torch.special.log1p(input,
*,
@@ -8,7 +7,6 @@ torch.special.log1p(input,
```
### [paddle.log1p](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/log1p_cn.html#log1p)
-
```python
paddle.log1p(x,
name=None)
@@ -16,7 +14,6 @@ paddle.log1p(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.logit.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.logit.md
index fd0cbc4e5f9..debd3efdfa9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.logit.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.logit.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.special.logit
-
+## [ torch 参数更多 ]torch.special.logit
### [torch.special.logit](https://pytorch.org/docs/stable/special.html#torch.special.logit)
-
```python
torch.special.logit(input, eps=None, *, out=None)
```
### [paddle.logit](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/logit_cn.html)
-
```python
paddle.logit(x, eps=None, name=None)
```
@@ -15,7 +12,6 @@ paddle.logit(x, eps=None, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
@@ -23,9 +19,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.special.logit(x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.multigammaln.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.multigammaln.md
index 8a681489e07..4adb9eec869 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.multigammaln.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.multigammaln.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torch.special.multigammaln
-
+## [ torch 参数更多 ]torch.special.multigammaln
### [torch.special.multigammaln](https://pytorch.org/docs/stable/special.html#torch.special.multigammaln)
-
```python
torch.special.multigammaln(input, p, *, out=None)
```
### [paddle.multigammaln](https://github.com/PaddlePaddle/Paddle/blob/be090bd0bc9ac7a8595296c316b3a6ed3dc60ba6/python/paddle/tensor/math.py#L5099)
-
```python
paddle.multigammaln(x, p, name=None)
```
@@ -15,7 +12,6 @@ paddle.multigammaln(x, p, name=None)
其中 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ----------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
@@ -23,9 +19,7 @@ paddle.multigammaln(x, p, name=None)
| out | - | 表示输出的 Tensor， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.special.multigammaln(x, p, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.polygamma.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.polygamma.md
index c9ce6bb72e9..6c0ff479cb5 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.polygamma.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.polygamma.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.special.polygamma
-
### [torch.special.polygamma](https://pytorch.org/docs/stable/special.html#torch.special.polygamma)
-
```python
torch.special.polygamma(n, input, *, out=None)
```
### [paddle.polygamma](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/polygamma_cn.html#paddle.polygamma)
-
```python
paddle.polygamma(x, n, name=None)
```
@@ -15,7 +12,6 @@ paddle.polygamma(x, n, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | ---------------------------------------------------- |
| n | n | 指定需要求解 n 阶多伽马函数。 |
@@ -23,9 +19,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out：指定输出
-
```python
# PyTorch 写法
torch.special.polygamma(n, x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.psi.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.psi.md
index daf40a4b757..8e9a40ca0c6 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.psi.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.psi.md
@@ -14,7 +14,6 @@ paddle.digamma(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.round.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.round.md
index cd0e79ef829..bf2d9d7a2c7 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.round.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.round.md
@@ -1,14 +1,11 @@
-## [torch 参数更多]torch.special.round
-
+## [ torch 参数更多 ]torch.special.round
### [torch.special.round](https://pytorch.org/docs/stable/special.html#torch.special.round)
-
```python
# torch.special.round 为 torch.round 别名，参数和 torch.round 相同
torch.special.round(input, *, decimals=0, out=None)
```
### [paddle.round](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/round_cn.html)
-
```python
paddle.round(x, name=None)
```
@@ -16,7 +13,6 @@ paddle.round(x, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------------ | -------------------------------------------------- |
| input | x | 输入的 Tensor，仅参数名不一致。 |
@@ -24,7 +20,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### decimals：要舍入到的小数位数
```python
# PyTorch 写法
@@ -37,7 +32,6 @@ paddle.round(1e2 * x) / 1e2
```
#### out 参数：输出的 Tensor
-
```python
# PyTorch 写法:
torch.special.round(x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.sinc.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.sinc.md
index 40c9cbd8fb8..e4ce79823e1 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.sinc.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.special.sinc.md
@@ -1,19 +1,15 @@
-## [ torch 参数更多 ] torch.special.sinc
-
+## [ torch 参数更多 ]torch.special.sinc
### [torch.special.sinc](https://pytorch.org/docs/stable/special.html#torch.special.sinc)
-
```python
torch.special.sinc(input, *, out=None)
```
### [paddle.sinc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sinc_cn.html#sinc)
-
```python
paddle.sinc(x, name=None)
```
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ----------------------------------------------------------------------------- |
| input | x | 表示输出的 Tensor， 仅参数名不一致 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.square.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.square.md
index 8aa7cb862c8..0193fbfef11 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.square.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.square.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.square
+## [ torch 参数更多 ]torch.square
### [torch.square](https://pytorch.org/docs/stable/generated/torch.square.html?highlight=square#torch.square)
-
```python
torch.square(input,
*,
@@ -8,7 +7,6 @@ torch.square(input,
```
### [paddle.square](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/square_cn.html)
-
```python
paddle.square(x,
name=None)
@@ -16,7 +14,6 @@ paddle.square(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 表示输入的 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.std.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.std.md
index bcc431e5807..bce350e08b3 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.std.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.std.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]torch.std
-
### [torch.std](https://pytorch.org/docs/stable/generated/torch.std.html)
-
```python
torch.std(input, dim=None, unbiased=True, keepdim=False, *, correction=1, out=None)
```
### [paddle.std](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/std_cn.html#std)
-
```python
paddle.std(x, axis=None, unbiased=True, keepdim=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.std(x, axis=None, unbiased=True, keepdim=False, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ---------- | ------------ | -- |
| input | x | 输入张量，仅参数名不一致。 |
@@ -26,9 +22,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor ，Paddle 无此参数，需要转写。 |
### 转写示例
-
#### correction
-
```python
# PyTorch
torch.std(x, dim, correction=0)
@@ -45,7 +39,6 @@ paddle.std(x, dim, unbiased=True)
```
#### out
-
```python
# PyTorch
torch.std(x, out=y)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.stft.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.stft.md
index e765f1e59d1..058dd69c052 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.stft.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.stft.md
@@ -1,7 +1,5 @@
-## [torch 参数更多 ]torch.stft
-
+## [ torch 参数更多 ]torch.stft
### [torch.stft](https://pytorch.org/docs/stable/generated/torch.stft.html?highlight=stft#torch.stft)
-
```python
torch.stft(input,
n_fft,
@@ -16,7 +14,6 @@ torch.stft(input,
```
### [paddle.signal.stft](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/signal/stft_cn.html#paddle.signal.stft)
-
```python
paddle.signal.stft(x,
n_fft,
@@ -33,7 +30,6 @@ paddle.signal.stft(x,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的数据，是维度为 1D 或者 2D 的 Tensor， 数据类型可为复数（复信号），仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.svd.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.svd.md
index 48e09bb5606..7a0a50b48ac 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.svd.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.svd.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多 ] torch.svd
-
+## [ torch 参数更多 ]torch.svd
### [torch.svd](https://pytorch.org/docs/stable/generated/torch.svd.html?highlight=torch+svd#torch.svd)
-
```python
torch.svd(input, some=True, compute_uv=True, *, out=None)
```
### [paddle.linalg.svd](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/svd_cn.html#svd)
-
```python
paddle.linalg.svd(x, full_matrics=False, name=None)
```
@@ -15,7 +12,6 @@ paddle.linalg.svd(x, full_matrics=False, name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入 Tensor ，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.symeig.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.symeig.md
index be21a82e648..fe6c97651cb 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.symeig.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.symeig.md
@@ -1,14 +1,11 @@
-## [ torch 参数更多 ] torch.symeig
-
+## [ torch 参数更多 ]torch.symeig
### [torch.symeig](https://pytorch.org/docs/stable/generated/torch.symeig.html?highlight=torch+symeig#torch.symeig)
-
```python
# pytorch1.9 以上版本不支持
torch.symeig(input, eigenvectors=False, upper=True, *, out=None)
```
### [paddle.linalg.eigh](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/linalg/eigh_cn.html#eigh)
-
```python
# eigenvectors 为 True
paddle.linalg.eigh(x, UPLO='L', name=None)
@@ -20,7 +17,6 @@ paddle.linalg.eigvalsh(x, UPLO='L', name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的对称 Tensor，仅参数名不一致。 |
@@ -29,7 +25,6 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor 元组， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### eigenvectors：表示是否计算特征向量
```python
# PyTorch 写法，eigenvectors 为 False
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.tensordot.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.tensordot.md
index 9bead5429bd..15642482499 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.tensordot.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.tensordot.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多]torch.tensordot
-
+## [ torch 参数更多 ]torch.tensordot
### [torch.tensordot](https://pytorch.org/docs/stable/generated/torch.tensordot.html?highlight=tensordot#torch.tensordot)
-
```python
torch.tensordot(a,b,dims=2,out=None)
```
### [paddle.tensordot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tensordot_cn.html)
-
```python
paddle.tensordot(x,y,axes=2,name=None)
```
@@ -15,7 +12,6 @@ paddle.tensordot(x,y,axes=2,name=None)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------- | ------- |
| a | x | 表示缩并运算的左张量,仅参数名不一致。 |
@@ -24,9 +20,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| out | - | 表示输出的 Tensor ， Paddle 无此参数，需要转写。 |
### 转写示例
-
#### out: 输出的 Tensor
-
```python
# PyTorch 写法
torch.tensordot(x,y,axes,out=output)
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.tril_indices.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.tril_indices.md
index fb7879fe56b..6e664460b73 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.tril_indices.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.tril_indices.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多]torch.tril_indices
-
+## [ torch 参数更多 ]torch.tril_indices
### [torch.tril_indices](https://pytorch.org/docs/stable/generated/torch.tril_indices.html?highlight=tril_indices#torch.tril_indices)
-
```python
torch.tril_indices(row,col,offset=0,*,dtype=torch.long,device='cpu',layout=torch.strided)
```
### [paddle.tril_indices](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/tril_indices_cn.html)
-
```python
paddle.tril_indices(row,col,offset=0,dtype='int64')
```
@@ -15,7 +12,6 @@ paddle.tril_indices(row,col,offset=0,dtype='int64')
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------- | ------- |
| row | row | 表示输入 Tensor 的行数。 |
@@ -26,9 +22,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| layout | - | 表示布局方式， Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
### 转写示例
-
#### device: Tensor 的设备
-
```python
# PyTorch 写法
torch.tril_indices(row,col,offset,dtype,device=torch.device('cpu'))
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.triu_indices.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.triu_indices.md
index 86e56575eb7..7fd610209ed 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.triu_indices.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.triu_indices.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多]torch.triu_indices
-
+## [ torch 参数更多 ]torch.triu_indices
### [torch.triu_indices](https://pytorch.org/docs/stable/generated/torch.triu_indices.html?highlight=triu_indices#torch.triu_indices)
-
```python
torch.triu_indices(row,col,offset=0,*,dtype=torch.long,device='cpu',layout=torch.strided)
```
### [paddle.triu_indices](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/triu_indices_cn.html)
-
```python
paddle.triu_indices(row,col=None,offset=0,dtype='int64')
```
@@ -15,7 +12,6 @@ paddle.triu_indices(row,col=None,offset=0,dtype='int64')
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------- | ------- | ------- |
| row | row | 表示输入 Tensor 的行数。 |
@@ -26,9 +22,7 @@ PyTorch 相比 Paddle 支持更多其他参数，具体如下：
| layout | - | 表示布局方式， Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
### 转写示例
-
#### device: Tensor 的设备
-
```python
# PyTorch 写法
y = torch.triu_indices(row,col,offset,dtype,device=torch.device('cpu'))
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.trunc.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.trunc.md
index ad822ea73a8..44225a424a0 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.trunc.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.trunc.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.trunc
### [torch.trunc](https://pytorch.org/docs/stable/generated/torch.trunc.html?highlight=torch+trunc#torch.trunc)
-
```python
torch.trunc(input,
*,
@@ -8,7 +7,6 @@ torch.trunc(input,
```
### [paddle.trunc](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/trunc_cn.html)
-
```python
paddle.trunc(input,
name=None)
@@ -16,7 +14,6 @@ paddle.trunc(input,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | input | 表示输入的 Tensor。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.unique.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.unique.md
index c32159b9af4..8e38ecc8244 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.unique.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.unique.md
@@ -1,6 +1,5 @@
-## [torch 参数更多 ]torch.unique
+## [ torch 参数更多 ]torch.unique
### [torch.unique](https://pytorch.org/docs/stable/generated/torch.unique.html?highlight=unique#torch.unique)
-
```python
torch.unique(input,
sorted,
@@ -10,7 +9,6 @@ torch.unique(input,
```
### [paddle.unique](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/unique_cn.html#unique)
-
```python
paddle.unique(x,
return_index=False,
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.checkpoint.checkpoint.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.checkpoint.checkpoint.md
index 146d5fa5e4b..0b9da226353 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.checkpoint.checkpoint.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.checkpoint.checkpoint.md
@@ -1,12 +1,10 @@
## [ torch 参数更多 ]torch.utils.checkpoint.checkpoint
### [torch.utils.checkpoint.checkpoint](https://pytorch.org/docs/stable/checkpoint.html#torch.utils.checkpoint.checkpoint)
-
```python
torch.utils.checkpoint.checkpoint(function, *args, use_reentrant=None, context_fn=, determinism_check='default', debug=False, preserve_rng_state=True, **kwargs)
```
### [paddle.distributed.fleet.utils.recompute](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CppExtension_cn.html)
-
```python
paddle.distributed.fleet.utils.recompute(function, preserve_rng_state=True, use_reentrant=True, *args, **kwargs)
```
@@ -14,7 +12,6 @@ paddle.distributed.fleet.utils.recompute(function, preserve_rng_state=True, use_
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| function | function | 模型前向传播的部分连续的层函数组成的序列。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.cpp_extension.CUDAExtension.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.cpp_extension.CUDAExtension.md
index 3019617f8ef..248c232c830 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.cpp_extension.CUDAExtension.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.cpp_extension.CUDAExtension.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.utils.cpp_extension.CUDAExtension
### [torch.utils.cpp_extension.CUDAExtension](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+cudaextension#torch.utils.cpp_extension.CUDAExtension)
-
```python
torch.utils.cpp_extension.CUDAExtension(name,
sources,
@@ -9,7 +8,6 @@ torch.utils.cpp_extension.CUDAExtension(name,
```
### [paddle.utils.cpp_extension.CUDAExtension](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CUDAExtension_cn.html)
-
```python
paddle.utils.cpp_extension.CUDAExtension(sources,
*args,
@@ -18,7 +16,6 @@ paddle.utils.cpp_extension.CUDAExtension(sources,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| name | - | 参数 name，Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.cpp_extension.CppExtension.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.cpp_extension.CppExtension.md
index 17f204a7e97..50b20fe7206 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.cpp_extension.CppExtension.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.cpp_extension.CppExtension.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.utils.cpp_extension.CppExtension
### [torch.utils.cpp_extension.CppExtension](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+cppextension#torch.utils.cpp_extension.CppExtension)
-
```python
torch.utils.cpp_extension.CppExtension(name,
sources,
@@ -9,7 +8,6 @@ torch.utils.cpp_extension.CppExtension(name,
```
### [paddle.utils.cpp_extension.CppExtension](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/CppExtension_cn.html)
-
```python
paddle.utils.cpp_extension.CppExtension(sources,
*args,
@@ -18,7 +16,6 @@ paddle.utils.cpp_extension.CppExtension(sources,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| name | - | 参数 name，Paddle 无此参数，一般对网络训练结果影响不大，可直接删除。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.cpp_extension.load.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.cpp_extension.load.md
index 349505f2d97..d9ffea183d9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.cpp_extension.load.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.cpp_extension.load.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.utils.cpp_extension.load
### [torch.utils.cpp_extension.load](https://pytorch.org/docs/stable/cpp_extension.html?highlight=torch+utils+cpp_extension+load#torch.utils.cpp_extension.load)
-
```python
torch.utils.cpp_extension.load(name,
sources,
@@ -17,7 +16,6 @@ torch.utils.cpp_extension.load(name,
```
### [paddle.utils.cpp_extension.load](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/utils/cpp_extension/load_cn.html)
-
```python
paddle.utils.cpp_extension.load(name,
sources,
@@ -31,7 +29,6 @@ paddle.utils.cpp_extension.load(name,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| name | name | 用于指定编译自定义 OP 时，生成的动态链接库的名字。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.data.DataLoader.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.data.DataLoader.md
index 5a96fde4024..4bc660cdd66 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.data.DataLoader.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.data.DataLoader.md
@@ -1,5 +1,4 @@
## [ torch 参数更多 ]torch.utils.data.DataLoader
-
### [torch.utils.data.DataLoader](https://pytorch.org/docs/stable/data.html?highlight=dataloader#torch.utils.data.DataLoader)
```python
torch.utils.data.DataLoader(dataset,
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.data.SubsetRandomSampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.data.SubsetRandomSampler.md
index cfb38f58e94..d1aca6edc52 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.data.SubsetRandomSampler.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.data.SubsetRandomSampler.md
@@ -1,13 +1,10 @@
-## [ torch 参数更多 ] torch.utils.data.SubsetRandomSampler
-
+## [ torch 参数更多 ]torch.utils.data.SubsetRandomSampler
### [torch.utils.data.SubsetRandomSampler](https://pytorch.org/docs/stable/data.html#torch.utils.data.SubsetRandomSampler)
-
```python
torch.utils.data.SubsetRandomSampler(indices, generator=None)
```
### [paddle.io.SubsetRandomSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/SubsetRandomSampler_cn.html#paddle.io.SubsetRandomSampler)
-
```python
paddle.io.SubsetRandomSampler(indices)
```
@@ -15,7 +12,6 @@ paddle.io.SubsetRandomSampler(indices)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ----------- | ------------ | -------------------------------------------------------------------- |
| indices | indices | 子集在原数据集中的索引序列，需要是 list 或者 tuple 类型。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.data.distributed.DistributedSampler.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.data.distributed.DistributedSampler.md
index 4bea434c8e4..68cffc1ef80 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.data.distributed.DistributedSampler.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.utils.data.distributed.DistributedSampler.md
@@ -1,6 +1,5 @@
## [ torch 参数更多 ]torch.utils.data.distributed.DistributedSampler
### [torch.utils.data.distributed.DistributedSampler](https://docs.pytorch.org/docs/stable/data.html#torch.utils.data.distributed.DistributedSampler)
-
```python
torch.utils.data.distributed.DistributedSampler(dataset,
num_replicas=None,
@@ -11,7 +10,6 @@ torch.utils.data.distributed.DistributedSampler(dataset,
```
### [paddle.io.DistributedBatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/io/DistributedBatchSampler_cn.html#distributedbatchsampler)
-
```python
paddle.io.DistributedBatchSampler(dataset=None,
batch_size,
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.vdot.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.vdot.md
index 5786a99017b..af132122eca 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.vdot.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.vdot.md
@@ -1,20 +1,16 @@
-## [torch 参数更多]torch.vdot
-
+## [ torch 参数更多 ]torch.vdot
### [torch.vdot](https://pytorch.org/docs/stable/generated/torch.vdot.html#torch.vdot)
-
```python
torch.vdot(input, other, *, out=None)
```
### [paddle.dot](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/dot_cn.html#dot)
-
```python
paddle.dot(x, y, name=None)
```
torch 参数更多，具体如下：
### 参数映射
-
| PyTorch | PaddlePaddle | 备注 |
| ------------- | ------------ | ------------------------------------------------------ |
| input | x | 输入的向量。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torchvision.datasets.ImageFolder.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torchvision.datasets.ImageFolder.md
index 7477ed4068c..1133a7ea901 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torchvision.datasets.ImageFolder.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torchvision.datasets.ImageFolder.md
@@ -1,7 +1,5 @@
-## [torch 参数更多]torchvision.datasets.ImageFolder
-
+## [ torch 参数更多 ]torchvision.datasets.ImageFolder
### [torchvision.datasets.ImageFolder](https://pytorch.org/vision/main/generated/torchvision.datasets.ImageFolder.html)
-
```python
torchvision.datasets.ImageFolder(root: Union[str, pathlib.Path],
transform: Optional[Callable] = None,
@@ -12,7 +10,6 @@ torchvision.datasets.ImageFolder(root: Union[str, pathlib.Path],
```
### [paddle.vision.datasets.ImageFolder](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/datasets/ImageFolder_cn.html)
-
```python
paddle.vision.datasets.ImageFolder(root: str,
loader: Optional[Callable] = None,
@@ -24,7 +21,6 @@ paddle.vision.datasets.ImageFolder(root: str,
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| -------------------------------- | ---------------------------------- | ----------------------------------------- |
| root | root | 根目录路径。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torchvision.ops.RoIAlign.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torchvision.ops.RoIAlign.md
index 9585a0629a9..51c1f9f9d41 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torchvision.ops.RoIAlign.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torchvision.ops.RoIAlign.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torchvision.ops.RoIAlign
-
+## [ torch 参数更多 ]torchvision.ops.RoIAlign
### [torchvision.ops.RoIAlign](https://pytorch.org/vision/main/generated/torchvision.ops.RoIAlign.html)
-
```python
torchvision.ops.RoIAlign(output_size: None, spatial_scale: float, sampling_ratio: int, aligned: bool = False)
```
### [paddle.vision.ops.RoIAlign](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/ops/RoIAlign_cn.html)
-
```python
paddle.vision.ops.RoIAlign(output_size, spatial_scale=1.0)
```
@@ -15,7 +12,6 @@ paddle.vision.ops.RoIAlign(output_size, spatial_scale=1.0)
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ------------------------------------- | ------------------ | -------- |
| output_size | output_size | 池化后输出的尺寸。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torchvision.transforms.Normalize.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torchvision.transforms.Normalize.md
index c542002b946..00639d77fe9 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torchvision.transforms.Normalize.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torchvision.transforms.Normalize.md
@@ -1,7 +1,5 @@
-## [torch 参数更多]torchvision.transforms.Normalize
-
+## [ torch 参数更多 ]torchvision.transforms.Normalize
### [torchvision.transforms.Normalize](https://pytorch.org/vision/main/generated/torchvision.transforms.Normalize.html)
-
```python
torchvision.transforms.Normalize(
mean: Union[List[float], Tuple[float, ...]],
@@ -11,7 +9,6 @@ torchvision.transforms.Normalize(
```
### [paddle.vision.transforms.Normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/vision/transforms/Normalize__upper_cn.html#normalize)
-
```python
paddle.vision.transforms.Normalize(
mean: Union[int, float, List[float], Tuple[float, ...]] = 0.0,
@@ -25,7 +22,6 @@ paddle.vision.transforms.Normalize(
两者功能一致，但 torchvision 支持更多参数，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| ------------ | -------------- | ---------------------- |
| mean | mean | 用于每个通道归一化的均值。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torchvision.transforms.functional.normalize.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torchvision.transforms.functional.normalize.md
index 79fabfa7565..a1a27c40f9a 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torchvision.transforms.functional.normalize.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torchvision.transforms.functional.normalize.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]torchvision.transforms.functional.normalize
-
+## [ torch 参数更多 ]torchvision.transforms.functional.normalize
### [torchvision.transforms.functional.normalize](https://pytorch.org/vision/stable/generated/torchvision.transforms.functional.normalize.html)
-
```python
torchvision.transforms.functional.normalize(tensor, mean, std, inplace = False)
```
### [paddle.vision.transforms.normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/normalize_cn.html)
-
```python
paddle.vision.transforms.normalize(img, mean = 0.0, std = 1.0, data_format = 'CHW', to_rgb = False)
```
@@ -15,7 +12,6 @@ paddle.vision.transforms.normalize(img, mean = 0.0, std = 1.0, data_format = 'CH
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| torchvision | PaddlePaddle | 备注 |
| --------- | ---------- | ---------------------------------------------------- |
| tensor | img | 用于归一化的数据，仅参数名不一致。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/transformers.AddedToken.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/transformers.AddedToken.md
index 7f828763d9b..cf52c58401e 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/transformers.AddedToken.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/transformers.AddedToken.md
@@ -1,13 +1,10 @@
## [ torch 参数更多 ]transformers.AddedToken
-
### [transformers.AddedToken](https://github.com/huggingface/transformers/blob/d625294d79341662784495551abdf45e6cb9372f/src/transformers/tokenization_utils_base.py#L84)
-
```python
transformers.AddedToken(content: str, single_word=False, lstrip=False, rstrip=False, special=False, normalized=None)
```
### [paddlenlp.transformers.AddedToken](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/transformers/tokenizer_utils_base.py#L48)
-
```python
paddlenlp.transformers.AddedToken(content: str = field(default_factory=str), single_word: bool = False， lstrip: bool = False, rstrip: bool = False, normalized: bool = True)
```
@@ -15,7 +12,6 @@ paddlenlp.transformers.AddedToken(content: str = field(default_factory=str), sin
PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| transformers | PaddlePaddle | 备注 |
| ------------ | ------------ | ---------------------- |
| content | content | 待添加的 Token 内容。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/transformers.GenerationConfig.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/transformers.GenerationConfig.md
index bba5f54ed5a..b1030f92a4d 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/transformers.GenerationConfig.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/transformers.GenerationConfig.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]transformers.GenerationConfig
-
+## [ torch 参数更多 ]transformers.GenerationConfig
### [transformers.GenerationConfig](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/text_generation#transformers.GenerationConfig)
-
```python
transformers.GenerationConfig(*kwargs)
```
### [paddlenlp.generation.GenerationConfig](https://github.com/PaddlePaddle/PaddleNLP/blob/e336e78c338d2514ee6c937982ce5d8c960b85ff/paddlenlp/generation/configuration_utils.py#L62)
-
```python
paddlenlp.generation.GenerationConfig(*kwargs)
```
@@ -15,7 +12,6 @@ paddlenlp.generation.GenerationConfig(*kwargs)
两者功能一致，但 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| transformers | PaddlePaddle | 备注 |
| -------------------------------------| ------------------- | -------- |
| max_length | max_length | 最大生成长度。 |
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/transformers.PretrainedConfig.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/transformers.PretrainedConfig.md
index d9da087e37a..1a5bc5f1f06 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/transformers.PretrainedConfig.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/transformers.PretrainedConfig.md
@@ -1,13 +1,10 @@
-## [torch 参数更多]transformers.PretrainedConfig
-
+## [ torch 参数更多 ]transformers.PretrainedConfig
### [transformers.PretrainedConfig](https://hf-mirror.com/docs/transformers/v4.42.0/en/main_classes/configuration#transformers.PretrainedConfig)
-
```python
transformers.PretrainedConfig(*kwargs)
```
### [paddlenlp.transformers.PretrainedConfig](https://github.com/PaddlePaddle/PaddleNLP/blob/57000fa12ce67024238f0b56a6fde63c592c54ce/paddlenlp/transformers/configuration_utils.py#L317)
-
```python
paddlenlp.transformers.PretrainedConfig(*kwargs)
```
@@ -15,7 +12,6 @@ paddlenlp.transformers.PretrainedConfig(*kwargs)
两者功能一致，但 PyTorch 相比 Paddle 支持更多其他参数，具体如下：
### 参数映射
-
| transformers | PaddlePaddle | 备注 |
| -------------------------------------| ------------------------------ | -------- |
| name_or_path | name_or_path | 传递给 from_pretrained 的模型名称或模型所在路径。 |
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 6bf62381dfe..5c56759ddb3 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
@@ -196,7 +196,6 @@ paddle.nn.ZeroPad2D(padding,
| - | data_format | 指定输入的 format， PyTorch 无此参数， Paddle 保持默认即可。 |
-
## 分类 5：参数默认值不一致
### [ 参数默认值不一致 ]torch.linalg.diagonal
diff --git a/docs/guides/model_convert/convert_from_pytorch/tools/.gitignore b/docs/guides/model_convert/convert_from_pytorch/tools/.gitignore
index ce0df2c5626..c70db3ca367 100644
--- a/docs/guides/model_convert/convert_from_pytorch/tools/.gitignore
+++ b/docs/guides/model_convert/convert_from_pytorch/tools/.gitignore
@@ -23,3 +23,4 @@ toc_warnings.txt
unique_warnings.txt
link_warnings.txt
url_warnings.txt
+api_difference_error.txt
diff --git a/docs/guides/model_convert/convert_from_pytorch/tools/generate_pytorch_api_mapping.py b/docs/guides/model_convert/convert_from_pytorch/tools/generate_pytorch_api_mapping.py
index fcdcd59159e..a6fefd220cf 100644
--- a/docs/guides/model_convert/convert_from_pytorch/tools/generate_pytorch_api_mapping.py
+++ b/docs/guides/model_convert/convert_from_pytorch/tools/generate_pytorch_api_mapping.py
@@ -111,7 +111,8 @@ def get_pytorch_url(torch_api: str) -> str:
if any(torch_api.startswith(prefix) for prefix in generated_check):
return f"{base_url}generated/{torch_api}.html"
- return f"{base_url}torch.html#{torch_api}"
+ # return f"{base_url}torch.html#{torch_api}"
+ return f"{base_url}generated/{torch_api}.html"
# 分割API路径
parts = torch_api.split(".")
@@ -507,24 +508,6 @@ def generate_category2_table(
used_apis.add(src_api) # 标记该API已处理
existing_apis.add(src_api)
- # 遍历docs_mapping，查找mapping_type为"无参数"或"参数完全一致"，且src_api替换后与dst_api不等的API
- for src_api, item in docs_mapping.items():
- mapping_type = item.get("mapping_type", "")
- dst_api = item.get("dst_api", "")
- if (
- src_api in whitelist_skip
- or src_api in no_need_convert_list
- or src_api in used_apis
- ):
- continue
- # 检查条件：mapping_type为"无参数"或"参数完全一致"，src_api包含"torch"，替换后与dst_api不等
- if mapping_type in ["无参数", "参数完全一致", "仅 API 调用方式不一致"]:
- print(src_api)
-
- # 生成备注列的超链接
- # remark_link = get_mapping_doc_url(src_api, base_dir)
- # rows.append((src_api, col2, col3, remark_link))
-
# 生成Markdown表格字符串
table_lines = [
"| 序号 | Pytorch 最新 release | Paddle develop | 备注 |",
diff --git a/docs/guides/model_convert/convert_from_pytorch/tools/validate_api_difference.py b/docs/guides/model_convert/convert_from_pytorch/tools/validate_api_difference.py
index 2b7ecd7e8e3..1630ab23e9b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/tools/validate_api_difference.py
+++ b/docs/guides/model_convert/convert_from_pytorch/tools/validate_api_difference.py
@@ -1,597 +1,303 @@
-import argparse
-import concurrent.futures
import os
-import random
import re
-import time
-from collections import defaultdict
-from urllib.parse import urlparse
-
-import requests
-from requests.adapters import HTTPAdapter
-from tqdm import tqdm # 用于显示进度条
-from urllib3.util.retry import Retry
-
-# 默认文件路径
-DEFAULT_FILE_PATH = "/workspace/paddleDocs/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md"
-
-USER_AGENT = ""
-
-# 重试策略配置
-RETRY_STRATEGY = Retry(
- total=3,
- backoff_factor=0.5,
- status_forcelist=[429, 500, 502, 503, 504],
- allowed_methods=["HEAD", "GET"],
-)
-
-
-def create_session():
- """创建带有重试机制的会话"""
- session = requests.Session()
- adapter = HTTPAdapter(max_retries=RETRY_STRATEGY)
- session.mount("http://", adapter)
- session.mount("https://", adapter)
- return session
-
-
-def parse_toc(lines):
- """
- 解析目录表格，返回目录条目列表和结束行号
- """
- toc = []
- toc_end_line = -1
- in_toc = False
- found_header = False
-
- for i, line in enumerate(lines):
- line = line.strip()
-
- if line == "## API 映射分类":
- in_toc = True
- continue
-
- if in_toc:
- if line.startswith("|") and "序号" in line and "类别" in line:
- found_header = True
- continue
- if (
- found_header
- and line.startswith("|")
- and re.match(r"^\|?[-:\s|]+\|?$", line)
- ):
- continue # 跳过分隔行
-
- if found_header and line.startswith("|"):
- # 解析数据行
- columns = [col.strip() for col in line.split("|")[1:-1]]
- if len(columns) >= 2:
- toc.append((columns[0], columns[1])) # (序号, 类别名称)
- else:
- # 表格结束
- if found_header:
- toc_end_line = i
- break
- return toc, toc_end_line
-
-
-def parse_categories(lines):
- """
- 解析类别部分，提取所有类别及其表格数据
- """
- categories = []
- current_category = None
- current_table = []
- in_table = False
-
- for line in lines:
- line = line.strip()
-
- # 检测类别标题 (## X. 类别名称)
- category_match = re.match(r"^### (\d+)\. (.+)$", line)
- if category_match:
- # 保存前一个类别和表格
- if current_category is not None:
- categories.append(
- {
- "id": current_category["id"],
- "name": current_category["name"],
- "table": current_table,
- }
- )
-
- # 开始新类别
- current_category = {
- "id": int(category_match.group(1)),
- "name": category_match.group(2),
- }
- current_table = []
- in_table = False
- continue
-
- # 检测表格开始
- if line.startswith("|") and "Pytorch" in line and "Paddle" in line:
- in_table = True
+def main():
+ # 获取脚本所在目录
+ script_dir = os.path.dirname(os.path.abspath(__file__))
+ # API对比文档目录路径
+ api_difference_dir = os.path.join(script_dir, "../api_difference")
+
+ # 定义类别映射：英文目录名 -> 中文类别名称
+ category_map = {
+ "invok_diff_only": "仅 API 调用方式不一致",
+ "args_name_diff": "仅参数名不一致",
+ "paddle_more_args": "paddle 参数更多",
+ "args_default_value_diff": "参数默认值不一致",
+ "torch_more_args": "torch 参数更多",
+ "input_args_usage_diff": "输入参数用法不一致",
+ "input_args_type_diff": "输入参数类型不一致",
+ "output_args_type_diff": "返回参数类型不一致",
+ "composite_implement": "组合替代实现",
+ }
+
+ # 定义每个类别的总结语句
+ summary_map = {
+ "invok_diff_only": "两者功能一致，但调用方式不一致，具体如下：",
+ "args_name_diff": "两者功能一致且参数用法一致，仅参数名不一致，具体如下：",
+ "paddle_more_args": "其中 Paddle 相比 PyTorch 支持更多其他参数，具体如下：",
+ "args_default_value_diff": "两者功能一致且参数用法一致，参数默认值不一致，具体如下：",
+ "torch_more_args": "PyTorch 相比 Paddle 支持更多其他参数，具体如下：",
+ "input_args_usage_diff": "其中 PyTorch 的输入参数与 Paddle 用法不一致，具体如下：",
+ "input_args_type_diff": "两者功能一致但参数类型不一致，具体如下：",
+ "output_args_type_diff": "两者功能一致但返回参数类型不同，具体如下：",
+ "composite_implement": "Paddle 无此 API，需要组合实现。",
+ }
+
+ # 初始化统计变量
+ total_files = 0
+ valid_files = 0
+ errors = []
+
+ # 遍历所有类别目录
+ for category_dir in category_map:
+ category_path = os.path.join(api_difference_dir, category_dir)
+ if not os.path.isdir(category_path):
continue
- # 检测表格行
- if in_table and line.startswith("|"):
- # 跳过表头分隔行
- if re.match(r"^\|?[-:\s|]+\|?$", line):
+ # 遍历目录下的所有.md文件
+ for file_name in os.listdir(category_path):
+ if not file_name.endswith(".md"):
continue
- # 解析表格行
- columns = [col.strip() for col in line.split("|")[1:-1]]
- if len(columns) >= 4:
- current_table.append(
- {
- "index": columns[0],
- "pytorch": columns[1],
- "paddle": columns[2],
- "note": columns[3] if len(columns) > 3 else "",
- }
- )
- continue
-
- # 检测表格结束
- if in_table and not line.startswith("|") and line != "":
- in_table = False
-
- # 添加最后一个类别
- if current_category is not None:
- categories.append(
- {
- "id": current_category["id"],
- "name": current_category["name"],
- "table": current_table,
- }
- )
-
- return categories
-
-
-def extract_links(text):
- """
- 从文本中提取所有超链接
- """
- return re.findall(r"\[([^\]]+)\]\(([^)]+)\)", text)
-
-
-def check_toc_consistency(toc, categories):
- """
- 检查目录与类别标题的一致性
- """
- warnings = []
-
- # 检查数量是否一致
- if len(toc) != len(categories):
- warnings.append(
- f"目录中有 {len(toc)} 个类别，但实际找到 {len(categories)} 个类别"
- )
-
- # 检查每个类别的序号和名称是否匹配
- for i, (toc_index, toc_name) in enumerate(toc):
- if i >= len(categories):
- break
-
- cat = categories[i]
- if str(cat["id"]) != toc_index:
- warnings.append(
- f"目录中第 {i + 1} 个类别序号为 {toc_index}，但实际类别序号为 {cat['id']}"
- )
+ total_files += 1
+ file_path = os.path.join(category_path, file_name)
+ torch_api_name = file_name[:-3] # 去掉.md后缀
+
+ # 读取文件内容并移除空行
+ try:
+ with open(file_path, "r", encoding="utf-8") as f:
+ lines = [line.strip() for line in f if line.strip() != ""]
+ lines = [line.replace(r"\_", "_") for line in lines]
+ except Exception as e:
+ errors.append(f"读取文件失败: {file_path} - {e!s}")
+ continue
- if cat["name"] != toc_name:
- warnings.append(
- f"目录中第 {i + 1} 个类别名称为 '{toc_name}'，但实际类别名称为 '{cat['name']}'"
- )
+ current_index = 0
+ error_found = False
- return warnings
-
-
-def check_unique_torch_apis(categories):
- """
- 检查 torch API 是否唯一
- """
- torch_apis = defaultdict(list) # api -> [category_ids]
-
- for category in categories:
- for row in category["table"]:
- links = extract_links(row["pytorch"])
- if links:
- api_name = links[0][0] # 取第一个链接的文本作为 API 名称
- torch_apis[api_name].append(category["id"])
-
- # 检查重复的 API
- warnings = []
- for api, category_ids in torch_apis.items():
- if len(category_ids) > 1:
- warning_msg = f"Torch API '{api}' 在多个类别中出现: {category_ids}"
- warnings.append(warning_msg)
-
- return warnings
-
-
-def check_links_exist(categories):
- """
- 检查必要的超链接是否存在（根据新规则）
- 规则：
- 1. 第二列(Pytorch)必须有超链接
- 2. 第三列(Paddle):
- - 对于"组合替代实现"、"可删除"、"功能缺失"类别，如果内容为空或"-"则不检查
- - 否则必须有超链接
- 3. 第四列(备注): 除了"API完全一致类别"（类别1）外，都需要有超链接
- """
- warnings = []
-
- for category in categories:
- category_id = category["id"]
- category_name = category["name"]
-
- for i, row in enumerate(category["table"]):
- row_num = i + 1 # 行号从1开始
-
- # 1. 检查第二列 (Pytorch) 必须有超链接
- pytorch_links = extract_links(row["pytorch"])
- if not pytorch_links:
- warning_msg = f"类别 {category_id}({category_name}) 第 {row_num} 行第二列缺少超链接: {row['pytorch']}"
- warnings.append(warning_msg)
-
- # 2. 检查第三列 (Paddle)
- paddle_content = row["paddle"].strip()
- paddle_links = extract_links(row["paddle"])
-
- # 特殊处理：组合替代实现、可删除、功能缺失
- special_cases = ["组合替代实现", "可删除", "功能缺失"]
- is_special_case = any(
- case in category_name for case in special_cases
+ # 1. 检查类别标题 (## [ 中文类别 ]torch_api_name)
+ expected_title = (
+ f"## [ {category_map[category_dir]} ]{torch_api_name}"
)
-
- if is_special_case:
- # 对于特殊类别，只有内容不为空且不是"-"时才检查链接
- if (
- paddle_content
- and paddle_content != "-"
- and not paddle_links
- ):
- warning_msg = f"类别 {category_id}({category_name}) 第 {row_num} 行第三列内容不为空但缺少超链接: {row['paddle']}"
- warnings.append(warning_msg)
- else:
- # 对于其他类别，必须有超链接
- if not paddle_links:
- warning_msg = f"类别 {category_id}({category_name}) 第 {row_num} 行第三列缺少超链接: {row['paddle']}"
- warnings.append(warning_msg)
-
- # 3. 检查第四列 (备注)
- note_links = extract_links(row["note"])
- note_content = row["note"].strip()
-
- # 除了类别1（API完全一致类别）外，都需要有超链接
if (
- category_id != 1
- and note_content
- and note_content != "-"
- and not note_links
+ current_index >= len(lines)
+ or lines[current_index] != expected_title
):
- warning_msg = f"类别 {category_id}({category_name}) 第 {row_num} 行第四列缺少超链接: {row['note']}"
- warnings.append(warning_msg)
-
- return warnings
-
-
-def extract_all_urls(categories):
- """
- 从所有类别中提取所有URL及其上下文信息
- """
- urls_with_context = []
-
- for category in categories:
- for row_idx, row in enumerate(category["table"]):
- # 提取Pytorch列链接
- pytorch_links = extract_links(row["pytorch"])
- for link_text, url in pytorch_links:
- urls_with_context.append(
- {
- "url": url,
- "category_id": category["id"],
- "category_name": category["name"],
- "row_index": row_idx + 1,
- "column": "Pytorch",
- "context": f"{link_text} (类别 {category['id']}.{category['name']} 第 {row_idx + 1} 行)",
- }
- )
-
- # 提取Paddle列链接
- paddle_links = extract_links(row["paddle"])
- for link_text, url in paddle_links:
- urls_with_context.append(
- {
- "url": url,
- "category_id": category["id"],
- "category_name": category["name"],
- "row_index": row_idx + 1,
- "column": "Paddle",
- "context": f"{link_text} (类别 {category['id']}.{category['name']} 第 {row_idx + 1} 行)",
- }
+ error_found = True
+ errors.append(
+ f"文件格式错误: {file_path} - 第一行应为 '{expected_title}'"
)
+ current_index += 1
- # 提取Note列链接
- note_links = extract_links(row["note"])
- for link_text, url in note_links:
- urls_with_context.append(
- {
- "url": url,
- "category_id": category["id"],
- "category_name": category["name"],
- "row_index": row_idx + 1,
- "column": "Note",
- "context": f"{link_text} (类别 {category['id']}.{category['name']} 第 {row_idx + 1} 行)",
- }
+ # 2. 检查torch超链接 (### [torch_api_name](url))
+ if current_index >= len(lines) or not re.match(
+ r"^### \[" + re.escape(torch_api_name) + r"\]\(.*\)$",
+ lines[current_index],
+ ):
+ error_found = True
+ errors.append(
+ f"文件格式错误: {file_path} - 第二行应为torch超链接"
)
+ current_index += 1
- return urls_with_context
-
-
-def is_valid_url(url):
- """
- 检查URL是否有效
- """
- try:
- result = urlparse(url)
- return all([result.scheme, result.netloc])
- except ValueError:
- return False
-
-
-def check_url_exists(url_info, session=None):
- """
- 检查URL是否存在（是否返回404）
- 返回状态码和错误信息
- """
- url = url_info["url"]
-
- # 检查URL是否有效
- if not is_valid_url(url):
- return {
- "status": "invalid",
- "status_code": None,
- "error": "无效的URL格式",
- "url_info": url_info,
- }
-
- # 添加随机延迟，避免请求过于频繁
- time.sleep(random.uniform(0.5, 1.5))
-
- # 创建会话（如果未提供）
- if session is None:
- session = create_session()
-
- try:
- # 发送HEAD请求（更快，节省带宽）
- response = session.head(url, timeout=10, allow_redirects=True)
- status_code = response.status_code
-
- # 如果HEAD请求不被支持（405错误），则尝试GET请求
- if status_code == 405:
- response = session.get(url, timeout=10, allow_redirects=True)
- status_code = response.status_code
-
- # 根据状态码判断URL是否存在
- if status_code == 200:
- return {
- "status": "ok",
- "status_code": status_code,
- "error": None,
- "url_info": url_info,
- }
- elif status_code == 404:
- return {
- "status": "not_found",
- "status_code": status_code,
- "error": "页面不存在",
- "url_info": url_info,
- }
- elif 400 <= status_code < 500:
- return {
- "status": "client_error",
- "status_code": status_code,
- "error": "客户端错误",
- "url_info": url_info,
- }
- elif 500 <= status_code < 600:
- return {
- "status": "server_error",
- "status_code": status_code,
- "error": "服务器错误",
- "url_info": url_info,
- }
- else:
- return {
- "status": "other_error",
- "status_code": status_code,
- "error": f"HTTP状态码: {status_code}",
- "url_info": url_info,
- }
-
- except requests.exceptions.RequestException as e:
- return {
- "status": "request_error",
- "status_code": None,
- "error": str(e),
- "url_info": url_info,
- }
-
-
-def check_urls_exist(urls_with_context, max_workers=10):
- """
- 使用多线程检查所有URL是否存在（是否返回404）
- 返回警告列表
- """
- warnings = []
-
- urls_with_context = urls_with_context[-700:]
-
- total_urls = len(urls_with_context)
-
- print(
- f"开始使用多线程检查 {total_urls} 个URL的存在性（线程数：{max_workers}）..."
- )
-
- with (
- tqdm(total=total_urls, desc="检查URL") as pbar,
- concurrent.futures.ThreadPoolExecutor(
- max_workers=max_workers
- ) as executor,
- ):
- # 为每个线程创建一个会话
- sessions = [create_session() for _ in range(max_workers)]
-
- # 提交所有任务
- future_to_url = {}
- for i, url_info in enumerate(urls_with_context):
- # 分配会话给任务（轮询方式）
- session = sessions[i % max_workers]
- future = executor.submit(check_url_exists, url_info, session)
- future_to_url[future] = url_info
-
- # 处理完成的任务
- for future in concurrent.futures.as_completed(future_to_url):
- result = future.result()
-
- # 更新进度条
- pbar.update(1)
-
- # 如果不是200状态码，则添加到警告列表
- if result["status"] != "ok":
- warning_msg = (
- f"URL访问错误: {result['error']}\n"
- f"URL: {result['url_info']['url']}\n"
- f"上下文: {result['url_info']['context']}\n"
+ # 3. 检查torch代码块开始 (```python)
+ if (
+ current_index >= len(lines)
+ or lines[current_index] != "```python"
+ ):
+ error_found = True
+ errors.append(
+ f"文件格式错误: {file_path} - 第三行应为'```python'"
)
- if result["status_code"]:
- warning_msg += f"状态码: {result['status_code']}\n"
- warnings.append(warning_msg)
+ current_index += 1
+
+ while lines[current_index] != "```":
+ current_index += 1
+ if current_index >= len(lines):
+ error_found = True
+ errors.append(
+ f"文件格式错误: {file_path} - 未找到torch代码块结束'```'"
+ )
+ break
+ current_index += 1
- # 关闭所有会话
- for session in sessions:
- session.close()
+ # 6. 检查paddle部分 (非组合实现类别)
+ if category_dir != "composite_implement":
+ # 6.1 paddle超链接
+ if current_index >= len(lines) or not re.match(
+ r"^### \[.*\]\(.*\)$", lines[current_index]
+ ):
+ error_found = True
+ errors.append(
+ f"文件格式错误: {file_path} - 第六行应为paddle超链接"
+ )
+ current_index += 1
- print(f"URL检查完成，发现 {len(warnings)} 个问题")
- return warnings
+ # 6.2 paddle代码块开始
+ if (
+ current_index >= len(lines)
+ or lines[current_index] != "```python"
+ ):
+ error_found = True
+ errors.append(
+ f"文件格式错误: {file_path} - 第七行应为'```python'"
+ )
+ current_index += 1
+
+ while lines[current_index] != "```":
+ current_index += 1
+ if current_index >= len(lines):
+ error_found = True
+ errors.append(
+ f"文件格式错误: {file_path} - 未找到'```'"
+ )
+ break
+ current_index += 1
+
+ # 7. 检查总结行
+ expected_summary = summary_map[category_dir]
+ # if current_index >= len(lines) or lines[current_index] != expected_summary:
+ # error_found = True
+ # errors.append(f"文件格式错误: {file_path} - 总结行应为 '{expected_summary}'")
+ while current_index < len(lines) and not lines[
+ current_index
+ ].startswith("#"):
+ current_index += 1
+
+ # 8. 检查参数映射表格 (非2和10类)
+ if category_dir not in ["invok_diff_only", "composite_implement"]:
+ # 8.1 参数映射标题
+ if (
+ current_index >= len(lines)
+ or lines[current_index] != "### 参数映射"
+ ):
+ error_found = True
+ errors.append(
+ f"文件格式错误: {file_path} - 缺少'### 参数映射'标题"
+ )
+ current_index += 1
+
+ while (
+ current_index < len(lines) and "|" in lines[current_index]
+ ):
+ current_index += 1
+ # 9. 检查转写示例
+ if category_dir in ["invok_diff_only", "composite_implement"]:
+ # 9.1 转写示例标题
+ if (
+ current_index >= len(lines)
+ or lines[current_index] != "### 转写示例"
+ ):
+ error_found = True
+ errors.append(
+ f"文件格式错误: {file_path} - 缺少'### 转写示例'"
+ )
+ current_index += 1
-def main():
- parser = argparse.ArgumentParser(description="Markdown 文件校验工具")
- parser.add_argument(
- "--file",
- "-f",
- help="要校验的 Markdown 文件路径",
- default=DEFAULT_FILE_PATH,
- )
- parser.add_argument(
- "--skip-url-check",
- action="store_true",
- help="跳过URL存在性检查（避免网络请求）",
- )
-
- args = parser.parse_args()
-
- current_script_path = os.path.abspath(__file__)
- tools_dir = os.path.dirname(current_script_path)
- base_dir = os.path.dirname(tools_dir) # 上一级目录
-
- # 确定要校验的文件路径
- if args.file:
- md_file_path = os.path.abspath(args.file)
- else:
- # 默认文件路径：上一级目录中的 pytorch_api_mapping_cn.md
- md_file_path = os.path.join(base_dir, "pytorch_api_mapping_cn.md")
-
- # 检查文件是否存在
- if not os.path.exists(md_file_path):
- print(f"错误: 文件 '{md_file_path}' 不存在")
- print("请使用 --file 参数指定文件路径")
- return
-
- # 读取文件所有行
- try:
- with open(md_file_path, "r", encoding="utf-8") as f:
- lines = f.readlines()
- except Exception as e:
- print(f"错误: 读取文件 '{md_file_path}' 时出错: {e!s}")
- return
-
- # 解析目录表格
- toc, toc_end_line = parse_toc(lines)
-
- # 解析类别部分（从目录结束行之后开始）
- if toc_end_line != -1:
- category_lines = lines[toc_end_line + 1 :]
- else:
- category_lines = lines
- categories = parse_categories(category_lines)
-
- print(f"正在校验文件: {md_file_path}")
- print(f"找到 {len(toc)} 个目录条目")
- print(f"找到 {len(categories)} 个类别")
-
- # 执行三个基本校验
- toc_warnings = check_toc_consistency(toc, categories)
- unique_warnings = check_unique_torch_apis(categories)
- link_warnings = check_links_exist(categories)
-
- # 输出警告到文件
- if toc_warnings:
- output_path = os.path.join(tools_dir, "toc_warnings.txt")
- with open(output_path, "w", encoding="utf-8") as f:
- f.write("目录一致性校验警告:\n")
- f.writelines(warning + "\n" for warning in toc_warnings)
- print(f"生成 {output_path}，包含 {len(toc_warnings)} 个警告")
-
- if unique_warnings:
- output_path = os.path.join(tools_dir, "unique_warnings.txt")
- with open(output_path, "w", encoding="utf-8") as f:
- f.write("Torch API 唯一性校验警告:\n")
- f.writelines(warning + "\n" for warning in unique_warnings)
- print(f"生成 {output_path}，包含 {len(unique_warnings)} 个警告")
-
- if link_warnings:
- output_path = os.path.join(tools_dir, "link_warnings.txt")
- with open(output_path, "w", encoding="utf-8") as f:
- f.write("超链接存在性校验警告:\n")
- f.writelines(warning + "\n" for warning in link_warnings)
- print(f"生成 {output_path}，包含 {len(link_warnings)} 个警告")
-
- # 执行URL存在性检查（除非明确跳过）
- url_warnings = []
- if not args.skip_url_check:
- # 提取所有URL
- urls_with_context = extract_all_urls(categories)
- print(f"找到 {len(urls_with_context)} 个URL需要检查")
-
- # 检查URL存在性（使用多线程）
- url_warnings = check_urls_exist(
- urls_with_context, max(os.cpu_count() - 4, 1)
- )
-
- if url_warnings:
- output_path = os.path.join(tools_dir, "url_warnings.txt")
- with open(output_path, "w", encoding="utf-8") as f:
- f.write("URL存在性校验警告:\n")
- f.writelines(warning + "\n" for warning in url_warnings)
- print(f"生成 {output_path}，包含 {len(url_warnings)} 个警告")
- else:
- print("跳过URL存在性检查")
-
- # 如果没有警告，输出成功信息
- if (
- not toc_warnings
- and not unique_warnings
- and not link_warnings
- and not url_warnings
- ):
- print("所有校验通过，没有发现警告!")
+ # 9.2 转写示例代码块
+ if (
+ current_index >= len(lines)
+ or lines[current_index] != "```python"
+ ):
+ error_found = True
+ errors.append(
+ f"文件格式错误: {file_path} - 转写示例代码块开始错误"
+ )
+ current_index += 1
+
+ # 9.3 转写内容 (必须包含PyTorch和Paddle示例)
+ # if current_index + 1 >= len(lines):
+ # error_found = True
+ # errors.append(f"文件格式错误: {file_path} - 转写示例内容缺失")
+ # else:
+ # pytorch_line = lines[current_index]
+ # paddle_line = lines[current_index + 1]
+ # if not ('# PyTorch' in pytorch_line and '# Paddle' in paddle_line):
+ # error_found = True
+ # errors.append(f"文件格式错误: {file_path} - 转写示例内容缺失PyTorch/Paddle标记")
+
+ # # 检查内容中不能包含四级标题
+ # if '####' in pytorch_line or '####' in paddle_line:
+ # error_found = True
+ # errors.append(f"文件格式错误: {file_path} - 转写示例内容不应包含四级标题")
+
+ while (
+ current_index < len(lines) and lines[current_index] != "```"
+ ):
+ current_index += 1
+ if current_index >= len(lines):
+ error_found = True
+ errors.append(
+ f"文件格式错误: {file_path} - 未找到'```'"
+ )
+ break
+ if "####" in lines[current_index]:
+ error_found = True
+ errors.append(
+ f"文件格式错误: {file_path} - 转写示例内容不应包含四级标题"
+ )
+
+ current_index += 1
+
+ elif category_dir in [
+ "torch_more_args",
+ "input_args_usage_diff",
+ "input_args_type_diff",
+ "output_args_type_diff",
+ "paddle_more_args",
+ "args_default_value_diff",
+ ]:
+ # 9.1 转写示例标题
+ if (
+ current_index >= len(lines)
+ or lines[current_index] != "### 转写示例"
+ ):
+ if category_dir not in [
+ "paddle_more_args",
+ "args_default_value_diff",
+ ]:
+ error_found = True
+ errors.append(
+ f"文件格式错误: {file_path} - 缺少'### 转写示例'"
+ )
+ current_index += 1
+
+ # 9.2 检查至少一个四级标题 (####)
+ found_4th_level = False
+ for i in range(current_index, len(lines)):
+ if lines[i].startswith("####"):
+ found_4th_level = True
+ break
+ if not found_4th_level:
+ if category_dir not in [
+ "paddle_more_args",
+ "args_default_value_diff",
+ ]:
+ error_found = True
+ errors.append(
+ f"文件格式错误: {file_path} - 转写示例应包含至少一个四级标题"
+ )
+
+ else: # 类别3: args_name_diff
+ # 检查不应存在转写示例
+ if (
+ current_index < len(lines)
+ and lines[current_index] == "### 转写示例"
+ ):
+ error_found = True
+ errors.append(
+ f"文件格式错误: {file_path} - 类别3不应包含'### 转写示例'"
+ )
+
+ # 更新有效文件计数
+ if not error_found:
+ valid_files += 1
+
+ # 输出统计信息
+ print(f"总文件数: {total_files}")
+ print(f"有效文件数: {valid_files}")
+ print(f"通过率: {valid_files / total_files:.2%}")
+
+ # 保存错误信息到文件
+ error_file = os.path.join(script_dir, "api_difference_error.txt")
+ with open(error_file, "w", encoding="utf-8") as f:
+ f.writelines(error + "\n" for error in errors)
+
+ # 如果没有错误，删除错误文件
+ if not errors:
+ os.remove(error_file)
if __name__ == "__main__":
diff --git a/docs/guides/model_convert/convert_from_pytorch/tools/validate_pytorch_api_mapping.py b/docs/guides/model_convert/convert_from_pytorch/tools/validate_pytorch_api_mapping.py
new file mode 100644
index 00000000000..0066d839abe
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/tools/validate_pytorch_api_mapping.py
@@ -0,0 +1,598 @@
+import argparse
+import concurrent.futures
+import os
+import random
+import re
+import time
+from collections import defaultdict
+from urllib.parse import urlparse
+
+import requests
+from requests.adapters import HTTPAdapter
+from tqdm import tqdm # 用于显示进度条
+from urllib3.util.retry import Retry
+
+# 默认文件路径
+DEFAULT_FILE_PATH = "/workspace/paddleDocs/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md"
+
+USER_AGENT = ""
+
+# 重试策略配置
+RETRY_STRATEGY = Retry(
+ total=3,
+ backoff_factor=0.5,
+ status_forcelist=[429, 500, 502, 503, 504],
+ allowed_methods=["HEAD", "GET"],
+)
+
+
+def create_session():
+ """创建带有重试机制的会话"""
+ session = requests.Session()
+ adapter = HTTPAdapter(max_retries=RETRY_STRATEGY)
+ session.mount("http://", adapter)
+ session.mount("https://", adapter)
+ return session
+
+
+def parse_toc(lines):
+ """
+ 解析目录表格，返回目录条目列表和结束行号
+ """
+ toc = []
+ toc_end_line = -1
+ in_toc = False
+ found_header = False
+
+ for i, line in enumerate(lines):
+ line = line.strip()
+
+ if line == "## API 映射分类":
+ in_toc = True
+ continue
+
+ if in_toc:
+ if line.startswith("|") and "序号" in line and "类别" in line:
+ found_header = True
+ continue
+
+ if (
+ found_header
+ and line.startswith("|")
+ and re.match(r"^\|?[-:\s|]+\|?$", line)
+ ):
+ continue # 跳过分隔行
+
+ if found_header and line.startswith("|"):
+ # 解析数据行
+ columns = [col.strip() for col in line.split("|")[1:-1]]
+ if len(columns) >= 2:
+ toc.append((columns[0], columns[1])) # (序号, 类别名称)
+ else:
+ # 表格结束
+ if found_header:
+ toc_end_line = i
+ break
+
+ return toc, toc_end_line
+
+
+def parse_categories(lines):
+ """
+ 解析类别部分，提取所有类别及其表格数据
+ """
+ categories = []
+ current_category = None
+ current_table = []
+ in_table = False
+
+ for line in lines:
+ line = line.strip()
+
+ # 检测类别标题 (## X. 类别名称)
+ category_match = re.match(r"^### (\d+)\. (.+)$", line)
+ if category_match:
+ # 保存前一个类别和表格
+ if current_category is not None:
+ categories.append(
+ {
+ "id": current_category["id"],
+ "name": current_category["name"],
+ "table": current_table,
+ }
+ )
+
+ # 开始新类别
+ current_category = {
+ "id": int(category_match.group(1)),
+ "name": category_match.group(2),
+ }
+ current_table = []
+ in_table = False
+ continue
+
+ # 检测表格开始
+ if line.startswith("|") and "Pytorch" in line and "Paddle" in line:
+ in_table = True
+ continue
+
+ # 检测表格行
+ if in_table and line.startswith("|"):
+ # 跳过表头分隔行
+ if re.match(r"^\|?[-:\s|]+\|?$", line):
+ continue
+
+ # 解析表格行
+ columns = [col.strip() for col in line.split("|")[1:-1]]
+ if len(columns) >= 4:
+ current_table.append(
+ {
+ "index": columns[0],
+ "pytorch": columns[1],
+ "paddle": columns[2],
+ "note": columns[3] if len(columns) > 3 else "",
+ }
+ )
+ continue
+
+ # 检测表格结束
+ if in_table and not line.startswith("|") and line != "":
+ in_table = False
+
+ # 添加最后一个类别
+ if current_category is not None:
+ categories.append(
+ {
+ "id": current_category["id"],
+ "name": current_category["name"],
+ "table": current_table,
+ }
+ )
+
+ return categories
+
+
+def extract_links(text):
+ """
+ 从文本中提取所有超链接
+ """
+ return re.findall(r"\[([^\]]+)\]\(([^)]+)\)", text)
+
+
+def check_toc_consistency(toc, categories):
+ """
+ 检查目录与类别标题的一致性
+ """
+ warnings = []
+
+ # 检查数量是否一致
+ if len(toc) != len(categories):
+ warnings.append(
+ f"目录中有 {len(toc)} 个类别，但实际找到 {len(categories)} 个类别"
+ )
+
+ # 检查每个类别的序号和名称是否匹配
+ for i, (toc_index, toc_name) in enumerate(toc):
+ if i >= len(categories):
+ break
+
+ cat = categories[i]
+ if str(cat["id"]) != toc_index:
+ warnings.append(
+ f"目录中第 {i + 1} 个类别序号为 {toc_index}，但实际类别序号为 {cat['id']}"
+ )
+
+ if cat["name"] != toc_name:
+ warnings.append(
+ f"目录中第 {i + 1} 个类别名称为 '{toc_name}'，但实际类别名称为 '{cat['name']}'"
+ )
+
+ return warnings
+
+
+def check_unique_torch_apis(categories):
+ """
+ 检查 torch API 是否唯一
+ """
+ torch_apis = defaultdict(list) # api -> [category_ids]
+
+ for category in categories:
+ for row in category["table"]:
+ links = extract_links(row["pytorch"])
+ if links:
+ api_name = links[0][0] # 取第一个链接的文本作为 API 名称
+ torch_apis[api_name].append(category["id"])
+
+ # 检查重复的 API
+ warnings = []
+ for api, category_ids in torch_apis.items():
+ if len(category_ids) > 1:
+ warning_msg = f"Torch API '{api}' 在多个类别中出现: {category_ids}"
+ warnings.append(warning_msg)
+
+ return warnings
+
+
+def check_links_exist(categories):
+ """
+ 检查必要的超链接是否存在（根据新规则）
+ 规则：
+ 1. 第二列(Pytorch)必须有超链接
+ 2. 第三列(Paddle):
+ - 对于"组合替代实现"、"可删除"、"功能缺失"类别，如果内容为空或"-"则不检查
+ - 否则必须有超链接
+ 3. 第四列(备注): 除了"API完全一致类别"（类别1）外，都需要有超链接
+ """
+ warnings = []
+
+ for category in categories:
+ category_id = category["id"]
+ category_name = category["name"]
+
+ for i, row in enumerate(category["table"]):
+ row_num = i + 1 # 行号从1开始
+
+ # 1. 检查第二列 (Pytorch) 必须有超链接
+ pytorch_links = extract_links(row["pytorch"])
+ if not pytorch_links:
+ warning_msg = f"类别 {category_id}({category_name}) 第 {row_num} 行第二列缺少超链接: {row['pytorch']}"
+ warnings.append(warning_msg)
+
+ # 2. 检查第三列 (Paddle)
+ paddle_content = row["paddle"].strip()
+ paddle_links = extract_links(row["paddle"])
+
+ # 特殊处理：组合替代实现、可删除、功能缺失
+ special_cases = ["组合替代实现", "可删除", "功能缺失"]
+ is_special_case = any(
+ case in category_name for case in special_cases
+ )
+
+ if is_special_case:
+ # 对于特殊类别，只有内容不为空且不是"-"时才检查链接
+ if (
+ paddle_content
+ and paddle_content != "-"
+ and not paddle_links
+ ):
+ warning_msg = f"类别 {category_id}({category_name}) 第 {row_num} 行第三列内容不为空但缺少超链接: {row['paddle']}"
+ warnings.append(warning_msg)
+ else:
+ # 对于其他类别，必须有超链接
+ if not paddle_links:
+ warning_msg = f"类别 {category_id}({category_name}) 第 {row_num} 行第三列缺少超链接: {row['paddle']}"
+ warnings.append(warning_msg)
+
+ # 3. 检查第四列 (备注)
+ note_links = extract_links(row["note"])
+ note_content = row["note"].strip()
+
+ # 除了类别1（API完全一致类别）外，都需要有超链接
+ if (
+ category_id != 1
+ and note_content
+ and note_content != "-"
+ and not note_links
+ ):
+ warning_msg = f"类别 {category_id}({category_name}) 第 {row_num} 行第四列缺少超链接: {row['note']}"
+ warnings.append(warning_msg)
+
+ return warnings
+
+
+def extract_all_urls(categories):
+ """
+ 从所有类别中提取所有URL及其上下文信息
+ """
+ urls_with_context = []
+
+ for category in categories:
+ for row_idx, row in enumerate(category["table"]):
+ # 提取Pytorch列链接
+ pytorch_links = extract_links(row["pytorch"])
+ for link_text, url in pytorch_links:
+ urls_with_context.append(
+ {
+ "url": url,
+ "category_id": category["id"],
+ "category_name": category["name"],
+ "row_index": row_idx + 1,
+ "column": "Pytorch",
+ "context": f"{link_text} (类别 {category['id']}.{category['name']} 第 {row_idx + 1} 行)",
+ }
+ )
+
+ # 提取Paddle列链接
+ paddle_links = extract_links(row["paddle"])
+ for link_text, url in paddle_links:
+ urls_with_context.append(
+ {
+ "url": url,
+ "category_id": category["id"],
+ "category_name": category["name"],
+ "row_index": row_idx + 1,
+ "column": "Paddle",
+ "context": f"{link_text} (类别 {category['id']}.{category['name']} 第 {row_idx + 1} 行)",
+ }
+ )
+
+ # 提取Note列链接
+ note_links = extract_links(row["note"])
+ for link_text, url in note_links:
+ urls_with_context.append(
+ {
+ "url": url,
+ "category_id": category["id"],
+ "category_name": category["name"],
+ "row_index": row_idx + 1,
+ "column": "Note",
+ "context": f"{link_text} (类别 {category['id']}.{category['name']} 第 {row_idx + 1} 行)",
+ }
+ )
+
+ return urls_with_context
+
+
+def is_valid_url(url):
+ """
+ 检查URL是否有效
+ """
+ try:
+ result = urlparse(url)
+ return all([result.scheme, result.netloc])
+ except ValueError:
+ return False
+
+
+def check_url_exists(url_info, session=None):
+ """
+ 检查URL是否存在（是否返回404）
+ 返回状态码和错误信息
+ """
+ url = url_info["url"]
+
+ # 检查URL是否有效
+ if not is_valid_url(url):
+ return {
+ "status": "invalid",
+ "status_code": None,
+ "error": "无效的URL格式",
+ "url_info": url_info,
+ }
+
+ # 添加随机延迟，避免请求过于频繁
+ time.sleep(random.uniform(0.5, 1.5))
+
+ # 创建会话（如果未提供）
+ if session is None:
+ session = create_session()
+
+ try:
+ # 发送HEAD请求（更快，节省带宽）
+ response = session.head(url, timeout=10, allow_redirects=True)
+ status_code = response.status_code
+
+ # 如果HEAD请求不被支持（405错误），则尝试GET请求
+ if status_code == 405:
+ response = session.get(url, timeout=10, allow_redirects=True)
+ status_code = response.status_code
+
+ # 根据状态码判断URL是否存在
+ if status_code == 200:
+ return {
+ "status": "ok",
+ "status_code": status_code,
+ "error": None,
+ "url_info": url_info,
+ }
+ elif status_code == 404:
+ return {
+ "status": "not_found",
+ "status_code": status_code,
+ "error": "页面不存在",
+ "url_info": url_info,
+ }
+ elif 400 <= status_code < 500:
+ return {
+ "status": "client_error",
+ "status_code": status_code,
+ "error": "客户端错误",
+ "url_info": url_info,
+ }
+ elif 500 <= status_code < 600:
+ return {
+ "status": "server_error",
+ "status_code": status_code,
+ "error": "服务器错误",
+ "url_info": url_info,
+ }
+ else:
+ return {
+ "status": "other_error",
+ "status_code": status_code,
+ "error": f"HTTP状态码: {status_code}",
+ "url_info": url_info,
+ }
+
+ except requests.exceptions.RequestException as e:
+ return {
+ "status": "request_error",
+ "status_code": None,
+ "error": str(e),
+ "url_info": url_info,
+ }
+
+
+def check_urls_exist(urls_with_context, max_workers=10):
+ """
+ 使用多线程检查所有URL是否存在（是否返回404）
+ 返回警告列表
+ """
+ warnings = []
+
+ urls_with_context = urls_with_context[:600]
+
+ total_urls = len(urls_with_context)
+
+ print(
+ f"开始使用多线程检查 {total_urls} 个URL的存在性（线程数：{max_workers}）..."
+ )
+
+ with (
+ tqdm(total=total_urls, desc="检查URL") as pbar,
+ concurrent.futures.ThreadPoolExecutor(
+ max_workers=max_workers
+ ) as executor,
+ ):
+ # 为每个线程创建一个会话
+ sessions = [create_session() for _ in range(max_workers)]
+
+ # 提交所有任务
+ future_to_url = {}
+ for i, url_info in enumerate(urls_with_context):
+ # 分配会话给任务（轮询方式）
+ session = sessions[i % max_workers]
+ future = executor.submit(check_url_exists, url_info, session)
+ future_to_url[future] = url_info
+
+ # 处理完成的任务
+ for future in concurrent.futures.as_completed(future_to_url):
+ result = future.result()
+
+ # 更新进度条
+ pbar.update(1)
+
+ # 如果不是200状态码，则添加到警告列表
+ if result["status"] != "ok":
+ warning_msg = (
+ f"URL访问错误: {result['error']}\n"
+ f"URL: {result['url_info']['url']}\n"
+ f"上下文: {result['url_info']['context']}\n"
+ )
+ if result["status_code"]:
+ warning_msg += f"状态码: {result['status_code']}\n"
+ warnings.append(warning_msg)
+
+ # 关闭所有会话
+ for session in sessions:
+ session.close()
+
+ print(f"URL检查完成，发现 {len(warnings)} 个问题")
+ return warnings
+
+
+def main():
+ parser = argparse.ArgumentParser(description="Markdown 文件校验工具")
+ parser.add_argument(
+ "--file",
+ "-f",
+ help="要校验的 Markdown 文件路径",
+ default=DEFAULT_FILE_PATH,
+ )
+ parser.add_argument(
+ "--skip-url-check",
+ action="store_true",
+ help="跳过URL存在性检查（避免网络请求）",
+ )
+
+ args = parser.parse_args()
+
+ current_script_path = os.path.abspath(__file__)
+ tools_dir = os.path.dirname(current_script_path)
+ base_dir = os.path.dirname(tools_dir) # 上一级目录
+
+ # 确定要校验的文件路径
+ if args.file:
+ md_file_path = os.path.abspath(args.file)
+ else:
+ # 默认文件路径：上一级目录中的 pytorch_api_mapping_cn.md
+ md_file_path = os.path.join(base_dir, "pytorch_api_mapping_cn.md")
+
+ # 检查文件是否存在
+ if not os.path.exists(md_file_path):
+ print(f"错误: 文件 '{md_file_path}' 不存在")
+ print("请使用 --file 参数指定文件路径")
+ return
+
+ # 读取文件所有行
+ try:
+ with open(md_file_path, "r", encoding="utf-8") as f:
+ lines = f.readlines()
+ except Exception as e:
+ print(f"错误: 读取文件 '{md_file_path}' 时出错: {e!s}")
+ return
+
+ # 解析目录表格
+ toc, toc_end_line = parse_toc(lines)
+
+ # 解析类别部分（从目录结束行之后开始）
+ if toc_end_line != -1:
+ category_lines = lines[toc_end_line + 1 :]
+ else:
+ category_lines = lines
+ categories = parse_categories(category_lines)
+
+ print(f"正在校验文件: {md_file_path}")
+ print(f"找到 {len(toc)} 个目录条目")
+ print(f"找到 {len(categories)} 个类别")
+
+ # 执行三个基本校验
+ toc_warnings = check_toc_consistency(toc, categories)
+ unique_warnings = check_unique_torch_apis(categories)
+ link_warnings = check_links_exist(categories)
+
+ # 输出警告到文件
+ if toc_warnings:
+ output_path = os.path.join(tools_dir, "toc_warnings.txt")
+ with open(output_path, "w", encoding="utf-8") as f:
+ f.write("目录一致性校验警告:\n")
+ f.writelines(warning + "\n" for warning in toc_warnings)
+ print(f"生成 {output_path}，包含 {len(toc_warnings)} 个警告")
+
+ if unique_warnings:
+ output_path = os.path.join(tools_dir, "unique_warnings.txt")
+ with open(output_path, "w", encoding="utf-8") as f:
+ f.write("Torch API 唯一性校验警告:\n")
+ f.writelines(warning + "\n" for warning in unique_warnings)
+ print(f"生成 {output_path}，包含 {len(unique_warnings)} 个警告")
+
+ if link_warnings:
+ output_path = os.path.join(tools_dir, "link_warnings.txt")
+ with open(output_path, "w", encoding="utf-8") as f:
+ f.write("超链接存在性校验警告:\n")
+ f.writelines(warning + "\n" for warning in link_warnings)
+ print(f"生成 {output_path}，包含 {len(link_warnings)} 个警告")
+
+ # 执行URL存在性检查（除非明确跳过）
+ url_warnings = []
+ if not args.skip_url_check:
+ # 提取所有URL
+ urls_with_context = extract_all_urls(categories)
+ print(f"找到 {len(urls_with_context)} 个URL需要检查")
+
+ # 检查URL存在性（使用多线程）
+ url_warnings = check_urls_exist(
+ urls_with_context, max(os.cpu_count() - 4, 1)
+ )
+
+ if url_warnings:
+ output_path = os.path.join(tools_dir, "url_warnings.txt")
+ with open(output_path, "w", encoding="utf-8") as f:
+ f.write("URL存在性校验警告:\n")
+ f.writelines(warning + "\n" for warning in url_warnings)
+ print(f"生成 {output_path}，包含 {len(url_warnings)} 个警告")
+ else:
+ print("跳过URL存在性检查")
+
+ # 如果没有警告，输出成功信息
+ if (
+ not toc_warnings
+ and not unique_warnings
+ and not link_warnings
+ and not url_warnings
+ ):
+ print("所有校验通过，没有发现警告!")
+
+
+if __name__ == "__main__":
+ main()