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 48ff892695f..7af1a119417 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
@@ -1,12 +1,12 @@
 ## [ 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)
+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)
+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：
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.Tensor.bernoulli.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.Tensor.bernoulli.md
index b365829e860..aa971fbb396 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.Tensor.bernoulli.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.Tensor.bernoulli.md
@@ -9,7 +9,7 @@ torch.Tensor.bernoulli(generator=None)
 ### [paddle.bernoulli](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/bernoulli_cn.html#paddle/bernoulli_cn#cn-api-paddle-bernoulli)
 
 ```python
-paddle.bernoulli(x, name=None)
+paddle.bernoulli(x, p=None, name=None)
 ```
 
 两者功能一致，但调用方式不一致，具体如下：
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.Tensor.sparse_mask.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.Tensor.sparse_mask.md
new file mode 100644
index 00000000000..4483d4f4b50
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.Tensor.sparse_mask.md
@@ -0,0 +1,25 @@
+## [ 仅 API 调用方式不一致 ]torch.Tensor.sparse_mask
+
+### [torch.Tensor.sparse_mask](https://pytorch.org/docs/stable/tensors.html#torch.Tensor.sparse_mask)
+
+```python
+torch.Tensor.sparse_mask(mask)
+```
+
+### [paddle.sparse.mask_as](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/sparse/mask_as_cn.html#paddle/sparse/mask_as_cn#cn-api-paddle-sparse-mask_as)
+
+```python
+paddle.sparse.mask_as(x, mask, name=None)
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+# PyTorch 写法
+out = x.sparse_mask(coo)
+
+# Paddle 写法
+out = paddle.sparse.mask_as(x, coo)
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.distributions.distribution.Distribution.log_prob.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.distributions.distribution.Distribution.log_prob.md
new file mode 100644
index 00000000000..51bad4ffe2e
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.distributions.distribution.Distribution.log_prob.md
@@ -0,0 +1,27 @@
+## [ 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/generated/torch.distributions.distribution.Distribution.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/log_prob_cn.html#paddle/distribution/Distribution/log_prob_cn#cn-api-paddle-distribution-Distribution-log_prob)
+
+```python
+paddle.distribution.Distribution.log_prob(value)
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+# PyTorch 写法
+uniform = torch.distributions.Uniform(0.0, 1.0)
+result = uniform.log_prob(torch.tensor(0.3))
+
+# Paddle 写法
+uniform = paddle.distribution.Uniform(0.0, 1.0)
+result = uniform.log_prob(paddle.to_tensor(0.3))
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.max.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.max.md
new file mode 100644
index 00000000000..384ef3efaf4
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.max.md
@@ -0,0 +1,26 @@
+## [ 仅 API 调用方式不一致 ]torch.max
+
+### [torch.max](https://pytorch.org/docs/stable/generated/torch.max.html)
+
+```python
+torch.max(*args, **kwargs)
+```
+
+### [paddle.compat.max](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/compat/max_cn.html#paddle/compat/max_cn#cn-api-paddle-compat-max)
+
+```python
+paddle.compat.max(*args, **kwargs)
+```
+
+torch.max 有多种签名与用法，均只需修改 torch 前缀为 paddle.compat，具体如下：
+
+### 转写示例
+
+```python
+# PyTorch 写法
+result = torch.max(x)
+
+# Paddle 写法
+result = paddle.compat.max(x)
+
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.median.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.median.md
new file mode 100644
index 00000000000..a0ce0e54988
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.median.md
@@ -0,0 +1,26 @@
+## [ 仅 API 调用方式不一致 ]torch.median
+
+### [torch.median](https://pytorch.org/docs/stable/generated/torch.median.html)
+
+```python
+torch.median(*args, **kwargs)
+```
+
+### [paddle.compat.median](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/compat/median_cn.html#paddle/compat/median_cn#cn-api-paddle-compat-median)
+
+```python
+paddle.compat.median(*args, **kwargs)
+```
+
+torch.median 有多种签名与用法，均只需修改 torch 前缀为 paddle.compat，具体如下：
+
+### 转写示例
+
+```python
+# PyTorch 写法
+result = torch.median(input)
+
+# Paddle 写法
+result = paddle.compat.median(input)
+
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.min.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.min.md
new file mode 100644
index 00000000000..c1a3b9307d5
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.min.md
@@ -0,0 +1,26 @@
+## [ 仅 API 调用方式不一致 ]torch.min
+
+### [torch.min](https://pytorch.org/docs/stable/generated/torch.min.html)
+
+```python
+torch.min(*args, **kwargs)
+```
+
+### [paddle.compat.min](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/compat/min_cn.html#paddle/compat/min_cn#cn-api-paddle-compat-min)
+
+```python
+paddle.compat.min(*args, **kwargs)
+```
+
+torch.min 有多种签名与用法，均只需修改 torch 前缀为 paddle.compat，具体如下：
+
+### 转写示例
+
+```python
+# PyTorch 写法
+result = torch.min(x)
+
+# Paddle 写法
+result = paddle.compat.min(x)
+
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.nanmedian.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.nanmedian.md
new file mode 100644
index 00000000000..5f05cb92349
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.nanmedian.md
@@ -0,0 +1,26 @@
+## [ 仅 API 调用方式不一致 ]torch.nanmedian
+
+### [torch.nanmedian](https://pytorch.org/docs/stable/generated/torch.nanmedian.html)
+
+```python
+torch.nanmedian(*args, **kwargs)
+```
+
+### [paddle.compat.nanmedian](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/compat/nanmedian_cn.html#paddle/compat/nanmedian_cn#cn-api-paddle-compat-nanmedian)
+
+```python
+paddle.compat.nanmedian(*args, **kwargs)
+```
+
+torch.namedian 有多种签名与用法，均只需修改 torch 前缀为 paddle.compat，具体如下：
+
+### 转写示例
+
+```python
+# PyTorch 写法
+result = torch.nanmedian(input)
+
+# Paddle 写法
+result = paddle.compat.nanmedian(input)
+
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.nn.Unfold.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.nn.Unfold.md
new file mode 100644
index 00000000000..1ec08363426
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.nn.Unfold.md
@@ -0,0 +1,26 @@
+## [ 仅 API 调用方式不一致 ]torch.nn.Unfold
+
+### [torch.nn.Unfold](https://pytorch.org/docs/stable/generated/torch.nn.Unfold.html#torch.nn.Unfold)
+
+```python
+torch.nn.Unfold(kernel_size, dilation=1, padding=0, stride=1)
+```
+
+### [paddle.compat.nn.Unfold](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/compat/nn/Unfold_cn.html#paddle/compat/nn/Unfold_cn#cn-api-paddle-compat-nn-Unfold)
+
+```python
+paddle.compat.nn.Unfold(kernel_size, dilation=1, padding=0, stride=1)
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+# PyTorch 写法
+unfold = torch.nn.Unfold(kernel_size=(2, 2))
+
+# Paddle 写法
+unfold = paddle.compat.nn.Unfold(kernel_size=(2, 2))
+
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.nn.functional.pad.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.nn.functional.pad.md
new file mode 100644
index 00000000000..279e4cdce82
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.nn.functional.pad.md
@@ -0,0 +1,26 @@
+## [ 仅 API 调用方式不一致 ]torch.nn.functional.pad
+
+### [torch.nn.functional.pad](https://pytorch.org/docs/stable/nn.functional.html#torch.nn.functional.pad)
+
+```python
+torch.nn.functional.pad(input, pad, mode="constant", value=None)
+```
+
+### [paddle.compat.nn.functional.pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/compat/nn/functional/pad_cn.html#paddle/compat/nn/pad_cn#cn-api-paddle-compat-nn-pad)
+
+```python
+paddle.compat.nn.functional.pad(input, pad, mode="constant", value=0.0)
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+# PyTorch 写法
+result = torch.nn.functional.pad(x, [0, 0, 0, 0, 0, 1, 2, 3], value=1)
+
+# Paddle 写法
+result = paddle.compat.nn.functional.pad(x, [0, 0, 0, 0, 0, 1, 2, 3], value=1)
+
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.nn.functional.softmax.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.nn.functional.softmax.md
new file mode 100644
index 00000000000..22a8ac882d2
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.nn.functional.softmax.md
@@ -0,0 +1,26 @@
+## [ 仅 API 调用方式不一致 ]torch.nn.functional.softmax
+
+### [torch.nn.functional.softmax](https://pytorch.org/docs/stable/nn.functional.html#torch.nn.functional.softmax)
+
+```python
+torch.nn.functional.softmax(input, dim=None, _stacklevel=3, dtype=None)
+```
+
+### [paddle.compat.nn.functional.softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/compat/nn/functional/softmax_cn.html#paddle/compat/nn/softmax_cn#cn-api-paddle-compat-nn-softmax)
+
+```python
+paddle.compat.nn.functional.softmax(input, dim=None, _stacklevel=3, dtype=None, out=None)
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+# PyTorch 写法
+result = torch.nn.functional.softmax(x, -1)
+
+# Paddle 写法
+result = paddle.compat.nn.functional.softmax(x, -1)
+
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.optim.Optimizer.add_param_group.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.optim.Optimizer.add_param_group.md
new file mode 100644
index 00000000000..05aa4edbcf9
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.optim.Optimizer.add_param_group.md
@@ -0,0 +1,36 @@
+## [ 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.html#torch.optim.Optimizer.add_param_group)
+
+```python
+torch.optim.Optimizer.add_param_group(param_group)
+```
+
+### [paddle.optimizer.Optimizer._add_param_group](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/optimizer/Optimizer/_add_param_group_cn.html#paddle/optimizer/Optimizer/_add_param_group_cn#cn-api-paddle-optimizer-Optimizer-_add_param_group)
+
+```python
+paddle.optimizer.Optimizer._add_param_group(param_group)
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+# PyTorch 写法
+optimizer = torch.optim.SGD(pg1, lr=0.1, momentum=0.9, weight_decay=0.0005)
+optimizer.add_param_group({
+    'params': pg2,
+    'lr': 0.1 * 2,
+    'weight_decay': 0.0
+})
+
+# Paddle 写法
+optimizer = paddle.optimizer.SGD(learning_rate=0.1, parameters=pg1, weight_decay=0.0005)
+optimizer._add_param_group({
+    'params': pg2,
+    'learning_rate': 0.1 * 2,
+    'weight_decay': 0.0
+})
+
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.optim.Optimizer.load_state_dict.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.optim.Optimizer.load_state_dict.md
new file mode 100644
index 00000000000..7921324578f
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.optim.Optimizer.load_state_dict.md
@@ -0,0 +1,30 @@
+## [ 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.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/load_state_dict_cn.html#paddle/optimizer/Optimizer/load_state_dict_cn#cn-api-paddle-optimizer-Optimizer-load_state_dict)
+
+```python
+paddle.optimizer.Optimizer.load_state_dict(state_dict)
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+# PyTorch 写法
+optim = torch.optim.SGD([theta], lr=1.0)
+result = optim.state_dict()
+optim.load_state_dict(result)
+
+# Paddle 写法
+optim = paddle.optimizer.SGD(learning_rate=1.0, parameters=[theta])
+result = optim.state_dict()
+optim.load_state_dict(result)
+
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.sort.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.sort.md
new file mode 100644
index 00000000000..e3b905bcfb5
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.sort.md
@@ -0,0 +1,26 @@
+## [ 仅 API 调用方式不一致 ]torch.sort
+
+### [torch.sort](https://pytorch.org/docs/stable/generated/torch.sort.html)
+
+```python
+torch.sort(input, dim=-1, descending=False, *, stable=False, out=None)
+```
+
+### [paddle.compat.sort](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/compat/sort_cn.html#paddle/compat/sort_cn#cn-api-paddle-compat-sort)
+
+```python
+paddle.compat.sort(input, dim=-1, descending=False, stable=False, out=None)
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+# PyTorch 写法
+result = torch.sort(a)
+
+# Paddle 写法
+result = paddle.compat.sort(a)
+
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.split.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.split.md
new file mode 100644
index 00000000000..96707a62103
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.split.md
@@ -0,0 +1,26 @@
+## [ 仅 API 调用方式不一致 ]torch.split
+
+### [torch.split](https://pytorch.org/docs/stable/generated/torch.split.html)
+
+```python
+torch.split(tensor, split_size_or_sections, dim=0)
+```
+
+### [paddle.compat.split](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/compat/split_cn.html#paddle/compat/split_cn#cn-api-paddle-compat-split)
+
+```python
+paddle.compat.split(tensor, split_size_or_sections, dim=0)
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+# PyTorch 写法
+result = torch.split(a, 2)
+
+# Paddle 写法
+result = paddle.compat.split(a, 2)
+
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.io.ImageReadMode.GRAY.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.io.ImageReadMode.GRAY.md
new file mode 100644
index 00000000000..74235dadf77
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.io.ImageReadMode.GRAY.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.io.ImageReadMode.GRAY
+
+### [torchvision.io.ImageReadMode.GRAY](https://pytorch.org/vision/stable/generated/torchvision.io.ImageReadMode.html#torchvision.io.ImageReadMode.GRAY)
+
+```python
+torchvision.io.ImageReadMode.GRAY
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.io.ImageReadMode.GRAY
+
+## Paddle 写法
+mode = 'gray'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.io.ImageReadMode.RGB.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.io.ImageReadMode.RGB.md
new file mode 100644
index 00000000000..5a2359720fd
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.io.ImageReadMode.RGB.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.io.ImageReadMode.RGB
+
+### [torchvision.io.ImageReadMode.RGB](https://pytorch.org/vision/stable/generated/torchvision.io.ImageReadMode.html#torchvision.io.ImageReadMode.RGB)
+
+```python
+torchvision.io.ImageReadMode.RGB
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.io.ImageReadMode.RGB
+
+## Paddle 写法
+mode = 'rgb'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.io.ImageReadMode.UNCHANGED.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.io.ImageReadMode.UNCHANGED.md
new file mode 100644
index 00000000000..78261db6d63
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.io.ImageReadMode.UNCHANGED.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.io.ImageReadMode.UNCHANGED
+
+### [torchvision.io.ImageReadMode.UNCHANGED](https://pytorch.org/vision/stable/generated/torchvision.io.ImageReadMode.html#torchvision.io.ImageReadMode.UNCHANGED)
+
+```python
+torchvision.io.ImageReadMode.UNCHANGED
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.io.ImageReadMode.UNCHANGED
+
+## Paddle 写法
+mode = 'unchanged'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.AlexNet_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.AlexNet_Weights.DEFAULT.md
new file mode 100644
index 00000000000..040aa8fa861
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.AlexNet_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.AlexNet_Weights.DEFAULT
+
+### [torchvision.models.AlexNet_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/AlexNet_Weights.html#torchvision.models.AlexNet_Weights.DEFAULT)
+
+```python
+torchvision.models.AlexNet_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.AlexNet_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.AlexNet_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.AlexNet_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..5b3cf82d113
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.AlexNet_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.AlexNet_Weights.IMAGENET1K_V1
+
+### [torchvision.models.AlexNet_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/AlexNet_Weights.html#torchvision.models.AlexNet_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.AlexNet_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.AlexNet_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet121_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet121_Weights.DEFAULT.md
new file mode 100644
index 00000000000..6075a8d798b
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet121_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.DenseNet121_Weights.DEFAULT
+
+### [torchvision.models.DenseNet121_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/DenseNet121_Weights.html#torchvision.models.DenseNet121_Weights.DEFAULT)
+
+```python
+torchvision.models.DenseNet121_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.DenseNet121_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet121_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet121_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..d04e4c1cc65
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet121_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.DenseNet121_Weights.IMAGENET1K_V1
+
+### [torchvision.models.DenseNet121_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/DenseNet121_Weights.html#torchvision.models.DenseNet121_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.DenseNet121_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.DenseNet121_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet161_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet161_Weights.DEFAULT.md
new file mode 100644
index 00000000000..913411452e7
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet161_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.DenseNet161_Weights.DEFAULT
+
+### [torchvision.models.DenseNet161_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/DenseNet161_Weights.html#torchvision.models.DenseNet161_Weights.DEFAULT)
+
+```python
+torchvision.models.DenseNet161_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.DenseNet161_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet161_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet161_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..875ae713b4c
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet161_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.DenseNet161_Weights.IMAGENET1K_V1
+
+### [torchvision.models.DenseNet161_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/DenseNet161_Weights.html#torchvision.models.DenseNet161_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.DenseNet161_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.DenseNet161_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet169_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet169_Weights.DEFAULT.md
new file mode 100644
index 00000000000..dc0a518110d
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet169_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.DenseNet169_Weights.DEFAULT
+
+### [torchvision.models.DenseNet169_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/DenseNet169_Weights.html#torchvision.models.DenseNet169_Weights.DEFAULT)
+
+```python
+torchvision.models.DenseNet169_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.DenseNet169_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet169_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet169_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..3128a54262c
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet169_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.DenseNet169_Weights.IMAGENET1K_V1
+
+### [torchvision.models.DenseNet169_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/DenseNet169_Weights.html#torchvision.models.DenseNet169_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.DenseNet169_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.DenseNet169_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet201_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet201_Weights.DEFAULT.md
new file mode 100644
index 00000000000..8cb282660f4
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet201_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.DenseNet201_Weights.DEFAULT
+
+### [torchvision.models.DenseNet201_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/DenseNet201_Weights.html#torchvision.models.DenseNet201_Weights.DEFAULT)
+
+```python
+torchvision.models.DenseNet201_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.DenseNet201_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet201_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet201_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..8abe95884d6
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.DenseNet201_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.DenseNet201_Weights.IMAGENET1K_V1
+
+### [torchvision.models.DenseNet201_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/DenseNet201_Weights.html#torchvision.models.DenseNet201_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.DenseNet201_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.DenseNet201_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.GoogLeNet_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.GoogLeNet_Weights.DEFAULT.md
new file mode 100644
index 00000000000..7d4c9a51ef5
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.GoogLeNet_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.GoogLeNet_Weights.DEFAULT
+
+### [torchvision.models.GoogLeNet_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/GoogLeNet_Weights.html#torchvision.models.GoogLeNet_Weights.DEFAULT)
+
+```python
+torchvision.models.GoogLeNet_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.GoogLeNet_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.GoogLeNet_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.GoogLeNet_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..d93878e866f
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.GoogLeNet_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.GoogLeNet_Weights.IMAGENET1K_V1
+
+### [torchvision.models.GoogLeNet_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/GoogLeNet_Weights.html#torchvision.models.GoogLeNet_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.GoogLeNet_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.GoogLeNet_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Inception_V3_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Inception_V3_Weights.DEFAULT.md
new file mode 100644
index 00000000000..d7560d9f4a8
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Inception_V3_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.Inception_V3_Weights.DEFAULT
+
+### [torchvision.models.Inception_V3_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/Inception_V3_Weights.html#torchvision.models.Inception_V3_Weights.DEFAULT)
+
+```python
+torchvision.models.Inception_V3_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.Inception_V3_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Inception_V3_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Inception_V3_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..419ea753712
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Inception_V3_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.Inception_V3_Weights.IMAGENET1K_V1
+
+### [torchvision.models.Inception_V3_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/Inception_V3_Weights.html#torchvision.models.Inception_V3_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.Inception_V3_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.Inception_V3_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V2_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V2_Weights.DEFAULT.md
new file mode 100644
index 00000000000..1f3c5cd2d9d
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V2_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.MobileNet_V2_Weights.DEFAULT
+
+### [torchvision.models.MobileNet_V2_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/MobileNet_V2_Weights.html#torchvision.models.MobileNet_V2_Weights.DEFAULT)
+
+```python
+torchvision.models.MobileNet_V2_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.MobileNet_V2_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V2_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V2_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..9ceb12882de
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V2_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.MobileNet_V2_Weights.IMAGENET1K_V1
+
+### [torchvision.models.MobileNet_V2_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/MobileNet_V2_Weights.html#torchvision.models.MobileNet_V2_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.MobileNet_V2_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.MobileNet_V2_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V2_Weights.IMAGENET1K_V2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V2_Weights.IMAGENET1K_V2.md
new file mode 100644
index 00000000000..c90e7d79aef
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V2_Weights.IMAGENET1K_V2.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.MobileNet_V2_Weights.IMAGENET1K_V2
+
+### [torchvision.models.MobileNet_V2_Weights.IMAGENET1K_V2](https://pytorch.org/vision/stable/models/generated/MobileNet_V2_Weights.html#torchvision.models.MobileNet_V2_Weights.IMAGENET1K_V2)
+
+```python
+torchvision.models.MobileNet_V2_Weights.IMAGENET1K_V2
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.MobileNet_V2_Weights.IMAGENET1K_V2
+
+## Paddle 写法
+mode = 'IMAGENET1K_V2'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V3_Large_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V3_Large_Weights.DEFAULT.md
new file mode 100644
index 00000000000..e50320a0f1d
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V3_Large_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.MobileNet_V3_Large_Weights.DEFAULT
+
+### [torchvision.models.MobileNet_V3_Large_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/MobileNet_V3_Large_Weights.html#torchvision.models.MobileNet_V3_Large_Weights.DEFAULT)
+
+```python
+torchvision.models.MobileNet_V3_Large_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.MobileNet_V3_Large_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V3_Large_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V3_Large_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..295e0e06d3b
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V3_Large_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.MobileNet_V3_Large_Weights.IMAGENET1K_V1
+
+### [torchvision.models.MobileNet_V3_Large_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/MobileNet_V3_Large_Weights.html#torchvision.models.MobileNet_V3_Large_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.MobileNet_V3_Large_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.MobileNet_V3_Large_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V3_Large_Weights.IMAGENET1K_V2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V3_Large_Weights.IMAGENET1K_V2.md
new file mode 100644
index 00000000000..a6e2de2b12a
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V3_Large_Weights.IMAGENET1K_V2.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.MobileNet_V3_Large_Weights.IMAGENET1K_V2
+
+### [torchvision.models.MobileNet_V3_Large_Weights.IMAGENET1K_V2](https://pytorch.org/vision/stable/models/generated/MobileNet_V3_Large_Weights.html#torchvision.models.MobileNet_V3_Large_Weights.IMAGENET1K_V2)
+
+```python
+torchvision.models.MobileNet_V3_Large_Weights.IMAGENET1K_V2
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.MobileNet_V3_Large_Weights.IMAGENET1K_V2
+
+## Paddle 写法
+mode = 'IMAGENET1K_V2'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V3_Small_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V3_Small_Weights.DEFAULT.md
new file mode 100644
index 00000000000..183050759ee
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V3_Small_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.MobileNet_V3_Small_Weights.DEFAULT
+
+### [torchvision.models.MobileNet_V3_Small_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/MobileNet_V3_Small_Weights.html#torchvision.models.MobileNet_V3_Small_Weights.DEFAULT)
+
+```python
+torchvision.models.MobileNet_V3_Small_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.MobileNet_V3_Small_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V3_Small_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V3_Small_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..52d3b9e2552
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V3_Small_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.MobileNet_V3_Small_Weights.IMAGENET1K_V1
+
+### [torchvision.models.MobileNet_V3_Small_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/MobileNet_V3_Small_Weights.html#torchvision.models.MobileNet_V3_Small_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.MobileNet_V3_Small_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.MobileNet_V3_Small_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V3_Small_Weights.IMAGENET1K_V2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V3_Small_Weights.IMAGENET1K_V2.md
new file mode 100644
index 00000000000..9203330a6e2
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.MobileNet_V3_Small_Weights.IMAGENET1K_V2.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.MobileNet_V3_Small_Weights.IMAGENET1K_V2
+
+### [torchvision.models.MobileNet_V3_Small_Weights.IMAGENET1K_V2](https://pytorch.org/vision/stable/models/generated/MobileNet_V3_Small_Weights.html#torchvision.models.MobileNet_V3_Small_Weights.IMAGENET1K_V2)
+
+```python
+torchvision.models.MobileNet_V3_Small_Weights.IMAGENET1K_V2
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.MobileNet_V3_Small_Weights.IMAGENET1K_V2
+
+## Paddle 写法
+mode = 'IMAGENET1K_V2'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNeXt50_32X4D_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNeXt50_32X4D_Weights.DEFAULT.md
new file mode 100644
index 00000000000..9b1451d18b9
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNeXt50_32X4D_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ResNeXt50_32X4D_Weights.DEFAULT
+
+### [torchvision.models.ResNeXt50_32X4D_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/ResNeXt50_32X4D_Weights.html#torchvision.models.ResNeXt50_32X4D_Weights.DEFAULT)
+
+```python
+torchvision.models.ResNeXt50_32X4D_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ResNeXt50_32X4D_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNeXt50_32X4D_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNeXt50_32X4D_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..e9aa71b9ad6
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNeXt50_32X4D_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ResNeXt50_32X4D_Weights.IMAGENET1K_V1
+
+### [torchvision.models.ResNeXt50_32X4D_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/ResNeXt50_32X4D_Weights.html#torchvision.models.ResNeXt50_32X4D_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.ResNeXt50_32X4D_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ResNeXt50_32X4D_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNeXt50_32X4D_Weights.IMAGENET1K_V2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNeXt50_32X4D_Weights.IMAGENET1K_V2.md
new file mode 100644
index 00000000000..4e0bf904c3e
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNeXt50_32X4D_Weights.IMAGENET1K_V2.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ResNeXt50_32X4D_Weights.IMAGENET1K_V2
+
+### [torchvision.models.ResNeXt50_32X4D_Weights.IMAGENET1K_V2](https://pytorch.org/vision/stable/models/generated/ResNeXt50_32X4D_Weights.html#torchvision.models.ResNeXt50_32X4D_Weights.IMAGENET1K_V2)
+
+```python
+torchvision.models.ResNeXt50_32X4D_Weights.IMAGENET1K_V2
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ResNeXt50_32X4D_Weights.IMAGENET1K_V2
+
+## Paddle 写法
+mode = 'IMAGENET1K_V2'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet101_64x4d_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet101_64x4d_Weights.DEFAULT.md
new file mode 100644
index 00000000000..64fc5b43a67
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet101_64x4d_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ResNet101_64x4d_Weights.DEFAULT
+
+### [torchvision.models.ResNet101_64x4d_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/ResNet101_64x4d_Weights.html#torchvision.models.ResNet101_64x4d_Weights.DEFAULT)
+
+```python
+torchvision.models.ResNet101_64x4d_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ResNet101_64x4d_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet101_64x4d_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet101_64x4d_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..a5bef529871
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet101_64x4d_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ResNet101_64x4d_Weights.IMAGENET1K_V1
+
+### [torchvision.models.ResNet101_64x4d_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/ResNet101_64x4d_Weights.html#torchvision.models.ResNet101_64x4d_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.ResNet101_64x4d_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ResNet101_64x4d_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet101_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet101_Weights.DEFAULT.md
new file mode 100644
index 00000000000..3557973de1b
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet101_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ResNet101_Weights.DEFAULT
+
+### [torchvision.models.ResNet101_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/ResNet101_Weights.html#torchvision.models.ResNet101_Weights.DEFAULT)
+
+```python
+torchvision.models.ResNet101_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ResNet101_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet101_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet101_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..207b4f7bf6e
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet101_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ResNet101_Weights.IMAGENET1K_V1
+
+### [torchvision.models.ResNet101_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/ResNet101_Weights.html#torchvision.models.ResNet101_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.ResNet101_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ResNet101_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet101_Weights.IMAGENET1K_V2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet101_Weights.IMAGENET1K_V2.md
new file mode 100644
index 00000000000..ac4e1ad3934
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet101_Weights.IMAGENET1K_V2.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ResNet101_Weights.IMAGENET1K_V2
+
+### [torchvision.models.ResNet101_Weights.IMAGENET1K_V2](https://pytorch.org/vision/stable/models/generated/ResNet101_Weights.html#torchvision.models.ResNet101_Weights.IMAGENET1K_V2)
+
+```python
+torchvision.models.ResNet101_Weights.IMAGENET1K_V2
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ResNet101_Weights.IMAGENET1K_V2
+
+## Paddle 写法
+mode = 'IMAGENET1K_V2'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet152_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet152_Weights.DEFAULT.md
new file mode 100644
index 00000000000..a398e104a22
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet152_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ResNet152_Weights.DEFAULT
+
+### [torchvision.models.ResNet152_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/ResNet152_Weights.html#torchvision.models.ResNet152_Weights.DEFAULT)
+
+```python
+torchvision.models.ResNet152_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ResNet152_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet152_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet152_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..999249a856d
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet152_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ResNet152_Weights.IMAGENET1K_V1
+
+### [torchvision.models.ResNet152_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/ResNet152_Weights.html#torchvision.models.ResNet152_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.ResNet152_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ResNet152_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet152_Weights.IMAGENET1K_V2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet152_Weights.IMAGENET1K_V2.md
new file mode 100644
index 00000000000..de6a2d053a3
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet152_Weights.IMAGENET1K_V2.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ResNet152_Weights.IMAGENET1K_V2
+
+### [torchvision.models.ResNet152_Weights.IMAGENET1K_V2](https://pytorch.org/vision/stable/models/generated/ResNet152_Weights.html#torchvision.models.ResNet152_Weights.IMAGENET1K_V2)
+
+```python
+torchvision.models.ResNet152_Weights.IMAGENET1K_V2
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ResNet152_Weights.IMAGENET1K_V2
+
+## Paddle 写法
+mode = 'IMAGENET1K_V2'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet18_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet18_Weights.DEFAULT.md
new file mode 100644
index 00000000000..ca30357bcf3
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet18_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ResNet18_Weights.DEFAULT
+
+### [torchvision.models.ResNet18_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/ResNet18_Weights.html#torchvision.models.ResNet18_Weights.DEFAULT)
+
+```python
+torchvision.models.ResNet18_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ResNet18_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet18_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet18_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..690e3f7ef3c
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet18_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ResNet18_Weights.IMAGENET1K_V1
+
+### [torchvision.models.ResNet18_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/ResNet18_Weights.html#torchvision.models.ResNet18_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.ResNet18_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ResNet18_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet34_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet34_Weights.DEFAULT.md
new file mode 100644
index 00000000000..042bad78efe
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet34_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ResNet34_Weights.DEFAULT
+
+### [torchvision.models.ResNet34_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/ResNet34_Weights.html#torchvision.models.ResNet34_Weights.DEFAULT)
+
+```python
+torchvision.models.ResNet34_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ResNet34_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet34_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet34_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..6ec77418962
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet34_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ResNet34_Weights.IMAGENET1K_V1
+
+### [torchvision.models.ResNet34_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/ResNet34_Weights.html#torchvision.models.ResNet34_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.ResNet34_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ResNet34_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet50_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet50_Weights.DEFAULT.md
new file mode 100644
index 00000000000..bc7d97c2a9e
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet50_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ResNet50_Weights.DEFAULT
+
+### [torchvision.models.ResNet50_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/ResNet50_Weights.html#torchvision.models.ResNet50_Weights.DEFAULT)
+
+```python
+torchvision.models.ResNet50_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ResNet50_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet50_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet50_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..5bc41155e2c
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet50_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ResNet50_Weights.IMAGENET1K_V1
+
+### [torchvision.models.ResNet50_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/ResNet50_Weights.html#torchvision.models.ResNet50_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.ResNet50_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ResNet50_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet50_Weights.IMAGENET1K_V2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet50_Weights.IMAGENET1K_V2.md
new file mode 100644
index 00000000000..bf66a9d0644
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ResNet50_Weights.IMAGENET1K_V2.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ResNet50_Weights.IMAGENET1K_V2
+
+### [torchvision.models.ResNet50_Weights.IMAGENET1K_V2](https://pytorch.org/vision/stable/models/generated/ResNet50_Weights.html#torchvision.models.ResNet50_Weights.IMAGENET1K_V2)
+
+```python
+torchvision.models.ResNet50_Weights.IMAGENET1K_V2
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ResNet50_Weights.IMAGENET1K_V2
+
+## Paddle 写法
+mode = 'IMAGENET1K_V2'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X0_5_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X0_5_Weights.DEFAULT.md
new file mode 100644
index 00000000000..239c4ed4e71
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X0_5_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ShuffleNet_V2_X0_5_Weights.DEFAULT
+
+### [torchvision.models.ShuffleNet_V2_X0_5_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/ShuffleNet_V2_X0_5_Weights.html#torchvision.models.ShuffleNet_V2_X0_5_Weights.DEFAULT)
+
+```python
+torchvision.models.ShuffleNet_V2_X0_5_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ShuffleNet_V2_X0_5_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X0_5_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X0_5_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..6745251851f
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X0_5_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ShuffleNet_V2_X0_5_Weights.IMAGENET1K_V1
+
+### [torchvision.models.ShuffleNet_V2_X0_5_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/ShuffleNet_V2_X0_5_Weights.html#torchvision.models.ShuffleNet_V2_X0_5_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.ShuffleNet_V2_X0_5_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ShuffleNet_V2_X0_5_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X1_0_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X1_0_Weights.DEFAULT.md
new file mode 100644
index 00000000000..ba85442c52f
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X1_0_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ShuffleNet_V2_X1_0_Weights.DEFAULT
+
+### [torchvision.models.ShuffleNet_V2_X1_0_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/ShuffleNet_V2_X1_0_Weights.html#torchvision.models.ShuffleNet_V2_X1_0_Weights.DEFAULT)
+
+```python
+torchvision.models.ShuffleNet_V2_X1_0_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ShuffleNet_V2_X1_0_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X1_0_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X1_0_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..35d211ecc3a
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X1_0_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ShuffleNet_V2_X1_0_Weights.IMAGENET1K_V1
+
+### [torchvision.models.ShuffleNet_V2_X1_0_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/ShuffleNet_V2_X1_0_Weights.html#torchvision.models.ShuffleNet_V2_X1_0_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.ShuffleNet_V2_X1_0_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ShuffleNet_V2_X1_0_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X1_5_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X1_5_Weights.DEFAULT.md
new file mode 100644
index 00000000000..7a254f6299a
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X1_5_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ShuffleNet_V2_X1_5_Weights.DEFAULT
+
+### [torchvision.models.ShuffleNet_V2_X1_5_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/ShuffleNet_V2_X1_5_Weights.html#torchvision.models.ShuffleNet_V2_X1_5_Weights.DEFAULT)
+
+```python
+torchvision.models.ShuffleNet_V2_X1_5_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ShuffleNet_V2_X1_5_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X1_5_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X1_5_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..804b0197ae4
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X1_5_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ShuffleNet_V2_X1_5_Weights.IMAGENET1K_V1
+
+### [torchvision.models.ShuffleNet_V2_X1_5_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/ShuffleNet_V2_X1_5_Weights.html#torchvision.models.ShuffleNet_V2_X1_5_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.ShuffleNet_V2_X1_5_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ShuffleNet_V2_X1_5_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X2_0_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X2_0_Weights.DEFAULT.md
new file mode 100644
index 00000000000..173732e61cd
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X2_0_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ShuffleNet_V2_X2_0_Weights.DEFAULT
+
+### [torchvision.models.ShuffleNet_V2_X2_0_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/ShuffleNet_V2_X2_0_Weights.html#torchvision.models.ShuffleNet_V2_X2_0_Weights.DEFAULT)
+
+```python
+torchvision.models.ShuffleNet_V2_X2_0_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ShuffleNet_V2_X2_0_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X2_0_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X2_0_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..709bd4fded4
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.ShuffleNet_V2_X2_0_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.ShuffleNet_V2_X2_0_Weights.IMAGENET1K_V1
+
+### [torchvision.models.ShuffleNet_V2_X2_0_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/ShuffleNet_V2_X2_0_Weights.html#torchvision.models.ShuffleNet_V2_X2_0_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.ShuffleNet_V2_X2_0_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.ShuffleNet_V2_X2_0_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.SqueezeNet1_0_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.SqueezeNet1_0_Weights.DEFAULT.md
new file mode 100644
index 00000000000..22d3fd77ae6
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.SqueezeNet1_0_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.SqueezeNet1_0_Weights.DEFAULT
+
+### [torchvision.models.SqueezeNet1_0_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/SqueezeNet1_0_Weights.html#torchvision.models.SqueezeNet1_0_Weights.DEFAULT)
+
+```python
+torchvision.models.SqueezeNet1_0_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.SqueezeNet1_0_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.SqueezeNet1_0_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.SqueezeNet1_0_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..958bd467204
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.SqueezeNet1_0_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.SqueezeNet1_0_Weights.IMAGENET1K_V1
+
+### [torchvision.models.SqueezeNet1_0_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/SqueezeNet1_0_Weights.html#torchvision.models.SqueezeNet1_0_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.SqueezeNet1_0_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.SqueezeNet1_0_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.SqueezeNet1_1_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.SqueezeNet1_1_Weights.DEFAULT.md
new file mode 100644
index 00000000000..7e18c75559d
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.SqueezeNet1_1_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.SqueezeNet1_1_Weights.DEFAULT
+
+### [torchvision.models.SqueezeNet1_1_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/SqueezeNet1_1_Weights.html#torchvision.models.SqueezeNet1_1_Weights.DEFAULT)
+
+```python
+torchvision.models.SqueezeNet1_1_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.SqueezeNet1_1_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.SqueezeNet1_1_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.SqueezeNet1_1_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..d8b7a6bb2d1
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.SqueezeNet1_1_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.SqueezeNet1_1_Weights.IMAGENET1K_V1
+
+### [torchvision.models.SqueezeNet1_1_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/SqueezeNet1_1_Weights.html#torchvision.models.SqueezeNet1_1_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.SqueezeNet1_1_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.SqueezeNet1_1_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG11_BN_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG11_BN_Weights.DEFAULT.md
new file mode 100644
index 00000000000..1c1885fd87e
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG11_BN_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.VGG11_BN_Weights.DEFAULT
+
+### [torchvision.models.VGG11_BN_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/VGG11_BN_Weights.html#torchvision.models.VGG11_BN_Weights.DEFAULT)
+
+```python
+torchvision.models.VGG11_BN_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.VGG11_BN_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG11_BN_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG11_BN_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..a02e7b880fc
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG11_BN_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.VGG11_BN_Weights.IMAGENET1K_V1
+
+### [torchvision.models.VGG11_BN_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/VGG11_BN_Weights.html#torchvision.models.VGG11_BN_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.VGG11_BN_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.VGG11_BN_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG11_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG11_Weights.DEFAULT.md
new file mode 100644
index 00000000000..1ca6066fb14
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG11_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.VGG11_Weights.DEFAULT
+
+### [torchvision.models.VGG11_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/VGG11_Weights.html#torchvision.models.VGG11_Weights.DEFAULT)
+
+```python
+torchvision.models.VGG11_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.VGG11_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG11_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG11_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..17a5cd89079
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG11_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.VGG11_Weights.IMAGENET1K_V1
+
+### [torchvision.models.VGG11_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/VGG11_Weights.html#torchvision.models.VGG11_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.VGG11_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.VGG11_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG13_BN_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG13_BN_Weights.DEFAULT.md
new file mode 100644
index 00000000000..d1c0bfc128a
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG13_BN_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.VGG13_BN_Weights.DEFAULT
+
+### [torchvision.models.VGG13_BN_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/VGG13_BN_Weights.html#torchvision.models.VGG13_BN_Weights.DEFAULT)
+
+```python
+torchvision.models.VGG13_BN_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.VGG13_BN_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG13_BN_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG13_BN_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..f29d30e5802
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG13_BN_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.VGG13_BN_Weights.IMAGENET1K_V1
+
+### [torchvision.models.VGG13_BN_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/VGG13_BN_Weights.html#torchvision.models.VGG13_BN_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.VGG13_BN_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.VGG13_BN_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG13_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG13_Weights.DEFAULT.md
new file mode 100644
index 00000000000..cbe77edf8b5
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG13_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.VGG13_Weights.DEFAULT
+
+### [torchvision.models.VGG13_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/VGG13_Weights.html#torchvision.models.VGG13_Weights.DEFAULT)
+
+```python
+torchvision.models.VGG13_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.VGG13_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG13_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG13_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..38da8f87d4d
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG13_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.VGG13_Weights.IMAGENET1K_V1
+
+### [torchvision.models.VGG13_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/VGG13_Weights.html#torchvision.models.VGG13_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.VGG13_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.VGG13_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG16_BN_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG16_BN_Weights.DEFAULT.md
new file mode 100644
index 00000000000..fe923d840e7
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG16_BN_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.VGG16_BN_Weights.DEFAULT
+
+### [torchvision.models.VGG16_BN_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/VGG16_BN_Weights.html#torchvision.models.VGG16_BN_Weights.DEFAULT)
+
+```python
+torchvision.models.VGG16_BN_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.VGG16_BN_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG16_BN_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG16_BN_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..d48fa536530
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG16_BN_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.VGG16_BN_Weights.IMAGENET1K_V1
+
+### [torchvision.models.VGG16_BN_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/VGG16_BN_Weights.html#torchvision.models.VGG16_BN_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.VGG16_BN_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.VGG16_BN_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG16_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG16_Weights.DEFAULT.md
new file mode 100644
index 00000000000..c8d06f272f4
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG16_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.VGG16_Weights.DEFAULT
+
+### [torchvision.models.VGG16_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/VGG16_Weights.html#torchvision.models.VGG16_Weights.DEFAULT)
+
+```python
+torchvision.models.VGG16_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.VGG16_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG16_Weights.IMAGENET1K_FEATURES.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG16_Weights.IMAGENET1K_FEATURES.md
new file mode 100644
index 00000000000..722cb9adf7f
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG16_Weights.IMAGENET1K_FEATURES.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.VGG16_Weights.IMAGENET1K_FEATURES
+
+### [torchvision.models.VGG16_Weights.IMAGENET1K_FEATURES](https://pytorch.org/vision/stable/models/generated/VGG16_Weights.html#torchvision.models.VGG16_Weights.IMAGENET1K_FEATURES)
+
+```python
+torchvision.models.VGG16_Weights.IMAGENET1K_FEATURES
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.VGG16_Weights.IMAGENET1K_FEATURES
+
+## Paddle 写法
+mode = 'IMAGENET1K_FEATURES'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG16_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG16_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..714173e2040
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG16_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.VGG16_Weights.IMAGENET1K_V1
+
+### [torchvision.models.VGG16_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/VGG16_Weights.html#torchvision.models.VGG16_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.VGG16_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.VGG16_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG19_BN_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG19_BN_Weights.DEFAULT.md
new file mode 100644
index 00000000000..d4972f6f6aa
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG19_BN_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.VGG19_BN_Weights.DEFAULT
+
+### [torchvision.models.VGG19_BN_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/VGG19_BN_Weights.html#torchvision.models.VGG19_BN_Weights.DEFAULT)
+
+```python
+torchvision.models.VGG19_BN_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.VGG19_BN_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG19_BN_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG19_BN_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..3adbe65f58d
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG19_BN_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.VGG19_BN_Weights.IMAGENET1K_V1
+
+### [torchvision.models.VGG19_BN_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/VGG19_BN_Weights.html#torchvision.models.VGG19_BN_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.VGG19_BN_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.VGG19_BN_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG19_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG19_Weights.DEFAULT.md
new file mode 100644
index 00000000000..3580e8d3dab
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG19_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.VGG19_Weights.DEFAULT
+
+### [torchvision.models.VGG19_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/VGG19_Weights.html#torchvision.models.VGG19_Weights.DEFAULT)
+
+```python
+torchvision.models.VGG19_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.VGG19_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG19_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG19_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..679c83a291d
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.VGG19_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.VGG19_Weights.IMAGENET1K_V1
+
+### [torchvision.models.VGG19_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/VGG19_Weights.html#torchvision.models.VGG19_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.VGG19_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.VGG19_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Wide_ResNet101_2_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Wide_ResNet101_2_Weights.DEFAULT.md
new file mode 100644
index 00000000000..69299b14ae5
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Wide_ResNet101_2_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.Wide_ResNet101_2_Weights.DEFAULT
+
+### [torchvision.models.Wide_ResNet101_2_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/Wide_ResNet101_2_Weights.html#torchvision.models.Wide_ResNet101_2_Weights.DEFAULT)
+
+```python
+torchvision.models.Wide_ResNet101_2_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.Wide_ResNet101_2_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Wide_ResNet101_2_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Wide_ResNet101_2_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..43175d8d84a
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Wide_ResNet101_2_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.Wide_ResNet101_2_Weights.IMAGENET1K_V1
+
+### [torchvision.models.Wide_ResNet101_2_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/Wide_ResNet101_2_Weights.html#torchvision.models.Wide_ResNet101_2_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.Wide_ResNet101_2_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.Wide_ResNet101_2_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Wide_ResNet101_2_Weights.IMAGENET1K_V2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Wide_ResNet101_2_Weights.IMAGENET1K_V2.md
new file mode 100644
index 00000000000..09aa14ff323
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Wide_ResNet101_2_Weights.IMAGENET1K_V2.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.Wide_ResNet101_2_Weights.IMAGENET1K_V2
+
+### [torchvision.models.Wide_ResNet101_2_Weights.IMAGENET1K_V2](https://pytorch.org/vision/stable/models/generated/Wide_ResNet101_2_Weights.html#torchvision.models.Wide_ResNet101_2_Weights.IMAGENET1K_V2)
+
+```python
+torchvision.models.Wide_ResNet101_2_Weights.IMAGENET1K_V2
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.Wide_ResNet101_2_Weights.IMAGENET1K_V2
+
+## Paddle 写法
+mode = 'IMAGENET1K_V2'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Wide_ResNet50_2_Weights.DEFAULT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Wide_ResNet50_2_Weights.DEFAULT.md
new file mode 100644
index 00000000000..be637eebb78
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Wide_ResNet50_2_Weights.DEFAULT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.Wide_ResNet50_2_Weights.DEFAULT
+
+### [torchvision.models.Wide_ResNet50_2_Weights.DEFAULT](https://pytorch.org/vision/stable/models/generated/Wide_ResNet50_2_Weights.html#torchvision.models.Wide_ResNet50_2_Weights.DEFAULT)
+
+```python
+torchvision.models.Wide_ResNet50_2_Weights.DEFAULT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.Wide_ResNet50_2_Weights.DEFAULT
+
+## Paddle 写法
+mode = 'DEFAULT'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Wide_ResNet50_2_Weights.IMAGENET1K_V1.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Wide_ResNet50_2_Weights.IMAGENET1K_V1.md
new file mode 100644
index 00000000000..a2ad1f11f84
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Wide_ResNet50_2_Weights.IMAGENET1K_V1.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.Wide_ResNet50_2_Weights.IMAGENET1K_V1
+
+### [torchvision.models.Wide_ResNet50_2_Weights.IMAGENET1K_V1](https://pytorch.org/vision/stable/models/generated/Wide_ResNet50_2_Weights.html#torchvision.models.Wide_ResNet50_2_Weights.IMAGENET1K_V1)
+
+```python
+torchvision.models.Wide_ResNet50_2_Weights.IMAGENET1K_V1
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.Wide_ResNet50_2_Weights.IMAGENET1K_V1
+
+## Paddle 写法
+mode = 'IMAGENET1K_V1'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Wide_ResNet50_2_Weights.IMAGENET1K_V2.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Wide_ResNet50_2_Weights.IMAGENET1K_V2.md
new file mode 100644
index 00000000000..53bb2365eae
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.models.Wide_ResNet50_2_Weights.IMAGENET1K_V2.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.models.Wide_ResNet50_2_Weights.IMAGENET1K_V2
+
+### [torchvision.models.Wide_ResNet50_2_Weights.IMAGENET1K_V2](https://pytorch.org/vision/stable/models/generated/Wide_ResNet50_2_Weights.html#torchvision.models.Wide_ResNet50_2_Weights.IMAGENET1K_V2)
+
+```python
+torchvision.models.Wide_ResNet50_2_Weights.IMAGENET1K_V2
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.models.Wide_ResNet50_2_Weights.IMAGENET1K_V2
+
+## Paddle 写法
+mode = 'IMAGENET1K_V2'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.BICUBIC.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.BICUBIC.md
new file mode 100644
index 00000000000..a533b6ce81b
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.BICUBIC.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.InterpolationMode.BICUBIC
+
+### [torchvision.transforms.InterpolationMode.BICUBIC](https://pytorch.org/vision/stable/generated/torchvision.transforms.InterpolationMode.html#torchvision.transforms.InterpolationMode.BICUBIC)
+
+```python
+torchvision.transforms.InterpolationMode.BICUBIC
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.transforms.InterpolationMode.BICUBIC
+
+## Paddle 写法
+mode = 'bicubic'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.BILINEAR.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.BILINEAR.md
new file mode 100644
index 00000000000..7f0e66c5222
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.BILINEAR.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.InterpolationMode.BILINEAR
+
+### [torchvision.transforms.InterpolationMode.BILINEAR](https://pytorch.org/vision/stable/generated/torchvision.transforms.InterpolationMode.html#torchvision.transforms.InterpolationMode.BILINEAR)
+
+```python
+torchvision.transforms.InterpolationMode.BILINEAR
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.transforms.InterpolationMode.BILINEAR
+
+## Paddle 写法
+mode = 'bilinear'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.BOX.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.BOX.md
new file mode 100644
index 00000000000..97b3eb89063
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.BOX.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.InterpolationMode.BOX
+
+### [torchvision.transforms.InterpolationMode.BOX](https://pytorch.org/vision/stable/generated/torchvision.transforms.InterpolationMode.html#torchvision.transforms.InterpolationMode.BOX)
+
+```python
+torchvision.transforms.InterpolationMode.BOX
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.transforms.InterpolationMode.BOX
+
+## Paddle 写法
+mode = 'box'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.HAMMING.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.HAMMING.md
new file mode 100644
index 00000000000..54e21fb0af2
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.HAMMING.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.InterpolationMode.HAMMING
+
+### [torchvision.transforms.InterpolationMode.HAMMING](https://pytorch.org/vision/stable/generated/torchvision.transforms.InterpolationMode.html#torchvision.transforms.InterpolationMode.HAMMING)
+
+```python
+torchvision.transforms.InterpolationMode.HAMMING
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.transforms.InterpolationMode.HAMMING
+
+## Paddle 写法
+mode = 'hamming'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.LANCZOS.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.LANCZOS.md
new file mode 100644
index 00000000000..33d1db9cfb4
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.LANCZOS.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.InterpolationMode.LANCZOS
+
+### [torchvision.transforms.InterpolationMode.LANCZOS](https://pytorch.org/vision/stable/generated/torchvision.transforms.InterpolationMode.html#torchvision.transforms.InterpolationMode.LANCZOS)
+
+```python
+torchvision.transforms.InterpolationMode.LANCZOS
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.transforms.InterpolationMode.LANCZOS
+
+## Paddle 写法
+mode = 'lanczos'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.NEAREST.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.NEAREST.md
new file mode 100644
index 00000000000..ee8aabfeed2
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.NEAREST.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.InterpolationMode.NEAREST
+
+### [torchvision.transforms.InterpolationMode.NEAREST](https://pytorch.org/vision/stable/generated/torchvision.transforms.InterpolationMode.html#torchvision.transforms.InterpolationMode.NEAREST)
+
+```python
+torchvision.transforms.InterpolationMode.NEAREST
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.transforms.InterpolationMode.NEAREST
+
+## Paddle 写法
+mode = 'nearest'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.NEAREST_EXACT.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.NEAREST_EXACT.md
new file mode 100644
index 00000000000..0243771e623
--- /dev/null
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torchvision.transforms.InterpolationMode.NEAREST_EXACT.md
@@ -0,0 +1,19 @@
+## [ 仅 API 调用方式不一致 ]torchvision.transforms.InterpolationMode.NEAREST_EXACT
+
+### [torchvision.transforms.InterpolationMode.NEAREST_EXACT](https://pytorch.org/vision/stable/generated/torchvision.transforms.InterpolationMode.html#torchvision.transforms.InterpolationMode.NEAREST_EXACT)
+
+```python
+torchvision.transforms.InterpolationMode.NEAREST_EXACT
+```
+
+两者功能一致，但调用方式不一致，具体如下：
+
+### 转写示例
+
+```python
+## PyTorch 写法
+mode = torchvision.transforms.InterpolationMode.NEAREST_EXACT
+
+## Paddle 写法
+mode = 'nearest_exact'
+```
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.cuda.is_bf16_supported.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cuda.is_bf16_supported.md
similarity index 56%
rename from docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.cuda.is_bf16_supported.md
rename to docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cuda.is_bf16_supported.md
index 53a118d8bcb..3f3dd733c4b 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.cuda.is_bf16_supported.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.cuda.is_bf16_supported.md
@@ -1,4 +1,4 @@
-## [ 仅 API 调用方式不一致 ]torch.cuda.is_bf16_supported
+## [ torch 参数更多  ]torch.cuda.is_bf16_supported
 
 ### [torch.cuda.is_bf16_supported](https://pytorch.org/docs/stable/generated/torch.cuda.is_bf16_supported.html#torch.cuda.is_bf16_supported)
 
@@ -12,14 +12,11 @@ torch.cuda.is_bf16_supported(including_emulation=True)
 paddle.amp.is_bfloat16_supported(device=None)
 ```
 
-两者功能一致，但调用方式不一致，具体如下：
+PyTorch 相比 Paddle 支持更多其他参数，具体如下：
 
-### 转写示例
+### 参数映射
 
-```python
-# PyTorch 写法
-result = torch.cuda.is_bf16_supported()
-
-# Paddle 写法
-result = paddle.amp.is_bfloat16_supported()
-```
+| PyTorch    | PaddlePaddle | 备注 |
+| ---------- | ------------ | -- |
+| including_emulation | - | 是否包含软件模拟支持，暂无转写方式。 |
+| - | device | 查询的设备类型, PyTorch 无此参数，Paddle 保持默认即可。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.nn.Module.train.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Module.train.md
similarity index 56%
rename from docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.nn.Module.train.md
rename to docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Module.train.md
index 03f832fdfb6..b18f4ffb8af 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.nn.Module.train.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.nn.Module.train.md
@@ -1,4 +1,4 @@
-## [ 仅 API 调用方式不一致 ]torch.nn.Module.train
+## [ torch 参数更多 ]torch.nn.Module.train
 
 ### [torch.nn.Module.train](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.train)
 
@@ -12,16 +12,10 @@ torch.nn.Module.train(mode=True)
 paddle.nn.Layer.train()
 ```
 
-两者功能一致，但调用方式不一致，具体如下：
+PyTorch 相比 Paddle 支持更多其他参数，具体如下：
 
-### 转写示例
+### 参数映射
 
-```python
-# PyTorch 写法
-model = torch.nn.Linear(10, 20)
-model.train()
-
-# Paddle 写法
-model = paddle.nn.Linear(10, 20)
-model.train()
-```
+| PyTorch    | PaddlePaddle | 备注 |
+| ---------- | ------------ | -- |
+| `mode`     | 无           | 设置训练模式，Paddle 无此参数，暂无转写方式。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.optim.Optimizer.step.md b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Optimizer.step.md
similarity index 52%
rename from docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.optim.Optimizer.step.md
rename to docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Optimizer.step.md
index f5fb40e2917..ecf89d2b680 100644
--- a/docs/guides/model_convert/convert_from_pytorch/api_difference/invok_only_diff/torch.optim.Optimizer.step.md
+++ b/docs/guides/model_convert/convert_from_pytorch/api_difference/torch_more_args/torch.optim.Optimizer.step.md
@@ -1,4 +1,4 @@
-## [ 仅 API 调用方式不一致 ]torch.optim.Optimizer.step
+## [ torch 参数更多 ]torch.optim.Optimizer.step
 
 ### [torch.optim.Optimizer.step](https://pytorch.org/docs/stable/generated/torch.optim.Optimizer.html#torch.optim.Optimizer.step)
 
@@ -12,24 +12,10 @@ torch.optim.Optimizer.step(closure=None)
 paddle.optimizer.Optimizer.step()
 ```
 
-两者功能一致，但调用方式不一致，具体如下：
+PyTorch 相比 Paddle 支持更多其他参数，具体如下：
 
-### 转写示例
+### 参数映射
 
-```python
-# PyTorch 写法
-sgd = torch.optim.SGD(
-    params=linear.parameters(),
-    lr=0.1,
-    weight_decay=0.01
-)
-sgd.step()
-
-# Paddle 写法
-sgd = paddle.optimizer.SGD(
-     learning_rate=0.1,
-     parameters=linear.parameters(),
-     weight_decay=0.01
-)
-sgd.step()
-```
+| PyTorch    | PaddlePaddle | 备注 |
+| ---------- | ------------ | -- |
+| closure    | -           | 传入一个闭包函数，在优化器更新参数前执行。Paddle 无此参数，暂无转写方式。|
diff --git a/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md b/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md
index 508d5dcad7d..7498ba01435 100644
--- a/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md
+++ b/docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md
@@ -31,10 +31,10 @@
 **简介：此类 API 没有转写成本，两者用法完全一致，** 只需将代码中所有前缀 ``torch.`` 替换为 ``paddle.`` 即可。（也可只在文件最上方插入一行 ``import paddle as torch``）。示例如下。
 
 ```python
-# PyTorch 写法 -> Paddle 写法
-torch.eye(5) -> paddle.eye(5)
-torch.einsum('ii->i', x) -> paddle.einsum('ii->i', x)
-torch.nn.Softplus(beta=0.5, threshold=15) -> paddle.nn.Softplus(beta=0.5, threshold=15)
+# PyTorch 写法                             ->    Paddle 写法
+torch.eye(5)                              ->    paddle.eye(5)
+torch.einsum('ii->i', x)                  ->    paddle.einsum('ii->i', x)
+torch.nn.Softplus(beta=0.5, threshold=15) ->    paddle.nn.Softplus(beta=0.5, threshold=15)
 ```
 
 
@@ -46,11 +46,11 @@ torch.nn.Softplus(beta=0.5, threshold=15) -> paddle.nn.Softplus(beta=0.5, thresh
 **简介：** 此类 API 的转写成本较低，只需对 API 调用方式进行改写，无需转写 API 参数部分。示例如下。
 
 ```python
-# PyTorch 写法 -> Paddle 写法
-torch.numel(x) -> x.size # Tensor 方法转属性
-out = x.matrix_exp() -> paddle.linalg.matrix_exp(x) # 函数转方法
-out = x.to_sparse(1) -> x.to_sparse_coo(1) # 函数名不同
-out = x.clamp_(-0.5, 0.5) -> x.clip_(-0.5, 0.5) # 函数名不同
+# PyTorch 写法             ->    Paddle 写法
+torch.numel(x)            ->    x.size # Tensor 方法转属性
+out = x.matrix_exp()      ->    paddle.linalg.matrix_exp(x) # 函数转方法
+out = x.to_sparse(1)      ->    x.to_sparse_coo(1) # 函数名不同
+out = x.clamp_(-0.5, 0.5) ->    x.clip_(-0.5, 0.5) # 函数名不同
 
 ```
 
diff --git a/docs/guides/model_convert/convert_from_pytorch/tools/validate_api_difference_format.py b/docs/guides/model_convert/convert_from_pytorch/tools/validate_api_difference_format.py
index 32abcf09feb..4b6221a30de 100644
--- a/docs/guides/model_convert/convert_from_pytorch/tools/validate_api_difference_format.py
+++ b/docs/guides/model_convert/convert_from_pytorch/tools/validate_api_difference_format.py
@@ -10,7 +10,7 @@ def main():
 
     # 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",
+        "invok_only_diff": "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",
@@ -23,7 +23,7 @@ def main():
 
     # 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：",
+        "invok_only_diff": "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：",
@@ -153,7 +153,7 @@ def main():
                 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"]:
+            if category_dir not in ["invok_only_diff", "composite_implement"]:
                 # 8.1 参数映射标题
                 if (
                     current_index >= len(lines)
@@ -171,7 +171,7 @@ def main():
                     current_index += 1
 
             # 9. 检查转写示例
-            if category_dir in ["invok_diff_only", "composite_implement"]:
+            if category_dir in ["invok_only_diff", "composite_implement"]:
                 # 9.1 转写示例标题
                 if (
                     current_index >= len(lines)
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
index 551ff78582e..9e06a5c90d6 100644
--- 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
@@ -17,7 +17,7 @@
 
 # 类别映射关系
 CATEGORY_MAP = {
-    "invok_diff_only": "仅 API 调用方式不一致",
+    "invok_only_diff": "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",