Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

update table headers in pytorch_api_mapping_cn.md #6589

Merged
merged 2 commits into from
Apr 8, 2024
Merged

update table headers in pytorch_api_mapping_cn.md #6589

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
f3b9629
update table headers
RedContritio Apr 3, 2024
c5fe231
update doc header
RedContritio Apr 3, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
40 changes: 20 additions & 20 deletions docs/guides/model_convert/convert_from_pytorch/pytorch_api_mapping_cn.md
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
# PyTorch 2.1.0 与 Paddle develop API 映射表
# PyTorch 最新 release 与 Paddle develop API 映射表

本文梳理了 PyTorch 最新发行版（当前 v2.1.0） API 与 PaddlePaddle develop 版本 API 对应关系与差异分析。通过本文档，帮助开发者快速迁移 PyTorch 使用经验，完成模型的开发与调优。

Expand Down Expand Up @@ -34,7 +34,7 @@

梳理了`torch.XX`类 API 的 PyTorch-PaddlePaddle API 映射列表。

| 序号 | PyTorch-2.1 | PaddlePaddle-dev | 映射关系分类 | 详细对比 |
| 序号 | Pytorch 最新 release | Paddle develop | 映射关系分类 | 备注 |
| ----- | ----------- | ----------------- | ----------- | ------- |
| REFERENCE-MAPPING-ITEM(`torch.abs`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/ops/torch.abs.md) |
| REFERENCE-MAPPING-ITEM(`torch.absolute`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/ops/torch.absolute.md) |
Expand Down Expand Up @@ -380,7 +380,7 @@

梳理了`torch.nn.XX`类 API 的 PyTorch-PaddlePaddle API 映射列表。

| 序号 | PyTorch-2.1 | PaddlePaddle-dev | 映射关系分类 | 详细对比 |
| 序号 | Pytorch 最新 release | Paddle develop | 映射关系分类 | 备注 |
| ----- | ----------- | ----------------- | ----------- | ------- |
| REFERENCE-MAPPING-ITEM(`torch.nn.AdaptiveMaxPool1d`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.AdaptiveMaxPool1d.md) |
| REFERENCE-MAPPING-ITEM(`torch.nn.AdaptiveMaxPool2d`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/nn/torch.nn.AdaptiveMaxPool2d.md) |
Expand Down Expand Up @@ -529,7 +529,7 @@
## torch.nn.functional.XX API 映射列表
梳理了`torch.nn.functional.XX`类 API 的 PyTorch-PaddlePaddle API 映射列表。

| 序号 | PyTorch-2.1 | PaddlePaddle-dev | 映射关系分类 | 详细对比 |
| 序号 | Pytorch 最新 release | Paddle develop | 映射关系分类 | 备注 |
| ----- | ----------- | ----------------- | ----------- | ------- |
| REFERENCE-MAPPING-ITEM(`torch.nn.functional.adaptive_avg_pool1d`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.adaptive_avg_pool1d.md) |
| REFERENCE-MAPPING-ITEM(`torch.nn.functional.adaptive_avg_pool2d`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/functional/torch.nn.functional.adaptive_avg_pool2d.md) |
Expand Down Expand Up @@ -628,7 +628,7 @@
## torch.Tensor.XX API 映射列表
梳理了`torch.Tensor.XX`类 API 的 PyTorch-PaddlePaddle API 映射列表。

| 序号 | PyTorch-2.1 | PaddlePaddle-dev | 映射关系分类 | 详细对比 |
| 序号 | Pytorch 最新 release | Paddle develop | 映射关系分类 | 备注 |
| ----- | ----------- | ----------------- | ----------- | ------- |
| REFERENCE-MAPPING-ITEM(`torch.Tensor.device`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.device.md) |
| REFERENCE-MAPPING-ITEM(`torch.Tensor.grad`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/Tensor/torch.Tensor.grad.md) |
Expand Down Expand Up @@ -946,7 +946,7 @@
## torch.nn.init.XX API 映射列表
梳理了`torch.nn.init.XX`类 API 的 PyTorch-PaddlePaddle API 映射列表。

| 序号 | PyTorch-2.1 | PaddlePaddle-dev | 映射关系分类 | 详细对比 |
| 序号 | Pytorch 最新 release | Paddle develop | 映射关系分类 | 备注 |
| ----- | ----------- | ----------------- | ----------- | ------- |
| REFERENCE-MAPPING-ITEM(`torch.nn.init.calculate_gain`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/init/torch.nn.init.calculate_gain.md) |
| REFERENCE-MAPPING-ITEM(`torch.nn.init.constant_`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/init/torch.nn.init.constant_.md) |
Expand All @@ -967,7 +967,7 @@
## torch.nn.utils.XX API 映射列表
梳理了`torch.nn.utils.XX`类 API 的 PyTorch-PaddlePaddle API 映射列表。

| 序号 | PyTorch-2.1 | PaddlePaddle-dev | 映射关系分类 | 详细对比 |
| 序号 | Pytorch 最新 release | Paddle develop | 映射关系分类 | 备注 |
| ----- | ----------- | ----------------- | ----------- | ------- |
| REFERENCE-MAPPING-ITEM(`torch.nn.utils.clip_grad_value_`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.nn.utils.clip_grad_value_.md) |
| REFERENCE-MAPPING-ITEM(`torch.nn.utils.remove_weight_norm`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.nn.utils.remove_weight_norm.md) |
Expand All @@ -985,7 +985,7 @@
## torch.nn.Module.XX API 映射列表
梳理了`torch.nn.Module.XX`类 API 的 PyTorch-PaddlePaddle API 映射列表。

| 序号 | PyTorch-2.1 | PaddlePaddle-dev | 映射关系分类 | 详细对比 |
| 序号 | Pytorch 最新 release | Paddle develop | 映射关系分类 | 备注 |
| ----- | ----------- | ----------------- | ----------- | ------- |
| NOT-IMPLEMENTED-ITEM(`torch.nn.Module.to_empty`, https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.to_empty) |
| NOT-IMPLEMENTED-ITEM(`torch.nn.Module.register_full_backward_pre_hook`, https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.register_full_backward_pre_hook) |
Expand Down Expand Up @@ -1030,7 +1030,7 @@
## torch.autograd.XX API 映射列表
梳理了`torch.autograd.XX`类 API 的 PyTorch-PaddlePaddle API 映射列表。

| 序号 | PyTorch-2.1 | PaddlePaddle-dev | 映射关系分类 | 详细对比 |
| 序号 | Pytorch 最新 release | Paddle develop | 映射关系分类 | 备注 |
| ----- | ----------- | ----------------- | ----------- | ------- |
| NOT-IMPLEMENTED-ITEM(`torch.autograd.profiler.profile.self_cpu_time_total`, https://pytorch.org/docs/stable/generated/torch.autograd.profiler.profile.self_cpu_time_total.html#torch.autograd.profiler.profile.self_cpu_time_total) |
| NOT-IMPLEMENTED-ITEM(`torch.autograd.function.FunctionCtx.mark_dirty`, https://pytorch.org/docs/stable/generated/torch.autograd.function.FunctionCtx.mark_dirty.html#torch.autograd.function.FunctionCtx.mark_dirty) |
Expand All @@ -1054,7 +1054,7 @@
## torch.cuda.XX API 映射列表
梳理了`torch.cuda.XX`类 API 的 PyTorch-PaddlePaddle API 映射列表。

| 序号 | PyTorch-2.1 | PaddlePaddle-dev | 映射关系分类 | 详细对比 |
| 序号 | Pytorch 最新 release | Paddle develop | 映射关系分类 | 备注 |
| ----- | ----------- | ----------------- | ----------- | ------- |
| REFERENCE-MAPPING-ITEM(`torch.cuda.max_memory_allocated`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.max_memory_allocated.md) |
| REFERENCE-MAPPING-ITEM(`torch.cuda.Event`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/cuda/torch.cuda.Event.md) |
Expand Down Expand Up @@ -1104,7 +1104,7 @@
## torch.distributed.XX API 映射列表
梳理了`torch.distributed.XX`类 API 的 PyTorch-PaddlePaddle API 映射列表。

| 序号 | PyTorch-2.1 | PaddlePaddle-dev | 映射关系分类 | 详细对比 |
| 序号 | Pytorch 最新 release | Paddle develop | 映射关系分类 | 备注 |
| ----- | ----------- | ----------------- | ----------- | ------- |
| REFERENCE-MAPPING-ITEM(`torch.distributed.init_process_group`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.init_process_group.md) |
| REFERENCE-MAPPING-ITEM(`torch.distributed.barrier`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributed/torch.distributed.barrier.md) |
Expand Down Expand Up @@ -1146,7 +1146,7 @@
## torch.distributions.XX API 映射列表
梳理了`torch.distributions.XX`类 API 的 PyTorch-PaddlePaddle API 映射列表。

| 序号 | PyTorch-2.1 | PaddlePaddle-dev | 映射关系分类 | 详细对比 |
| 序号 | Pytorch 最新 release | Paddle develop | 映射关系分类 | 备注 |
| ----- | ----------- | ----------------- | ----------- | ------- |
| REFERENCE-MAPPING-ITEM(`torch.distributions.kl.kl_divergence`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.kl.kl_divergence.md) |
| REFERENCE-MAPPING-ITEM(`torch.distributions.kl.register_kl`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/distributions/torch.distributions.kl.register_kl.md) |
Expand Down Expand Up @@ -1187,7 +1187,7 @@
## torch.fft.XX API 映射列表
梳理了`torch.fft.XX`类 API 的 PyTorch-PaddlePaddle API 映射列表。

| 序号 | PyTorch-2.1 | PaddlePaddle-dev | 映射关系分类 | 详细对比 |
| 序号 | Pytorch 最新 release | Paddle develop | 映射关系分类 | 备注 |
| ----- | ----------- | ----------------- | ----------- | ------- |
| REFERENCE-MAPPING-ITEM(`torch.fft.fftshift`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.fftshift.md) |
| REFERENCE-MAPPING-ITEM(`torch.fft.ifftshift`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/fft/torch.fft.ifftshift.md) |
Expand Down Expand Up @@ -1217,7 +1217,7 @@
## torch.hub.XX API 映射列表
梳理了`torch.hub.XX`类 API 的 PyTorch-PaddlePaddle API 映射列表。

| 序号 | PyTorch-2.1 | PaddlePaddle-dev | 映射关系分类 | 详细对比 |
| 序号 | Pytorch 最新 release | Paddle develop | 映射关系分类 | 备注 |
| ----- | ----------- | ----------------- | ----------- | ------- |
| NOT-IMPLEMENTED-ITEM(`torch.hub.get_dir`, https://pytorch.org/docs/stable/hub.html?highlight=torch+hub+get_dir#torch.hub.get_dir) |
| NOT-IMPLEMENTED-ITEM(`torch.hub.set_dir`, https://pytorch.org/docs/stable/hub.html?highlight=torch+hub+get_dir#torch.hub.set_dir) |
Expand All @@ -1232,7 +1232,7 @@
## torch.linalg.XX API 映射列表
梳理了`torch.linalg.XX`类 API 的 PyTorch-PaddlePaddle API 映射列表。

| 序号 | PyTorch-2.1 | PaddlePaddle-dev | 映射关系分类 | 详细对比 |
| 序号 | Pytorch 最新 release | Paddle develop | 映射关系分类 | 备注 |
| ----- | ----------- | ----------------- | ----------- | ------- |
| REFERENCE-MAPPING-ITEM(`torch.linalg.svd`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.svd.md) |
| REFERENCE-MAPPING-ITEM(`torch.linalg.matrix_power`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/linalg/torch.linalg.matrix_power.md) |
Expand Down Expand Up @@ -1272,7 +1272,7 @@
## torch.onnx.XX API 映射列表
梳理了`torch.onnx.XX`类 API 的 PyTorch-PaddlePaddle API 映射列表。

| 序号 | PyTorch-2.1 | PaddlePaddle-dev | 映射关系分类 | 详细对比 |
| 序号 | Pytorch 最新 release | Paddle develop | 映射关系分类 | 备注 |
| ----- | ----------- | ----------------- | ----------- | ------- |
| NOT-IMPLEMENTED-ITEM(`torch.onnx.enable_log`, https://pytorch.org/docs/stable/onnx.html#torch.onnx.enable_log) |
| NOT-IMPLEMENTED-ITEM(`torch.onnx.disable_log`, https://pytorch.org/docs/stable/onnx.html#torch.onnx.disable_log) |
Expand All @@ -1283,7 +1283,7 @@
## torch.optim.XX API 映射列表
梳理了`torch.optim.XX`类 API 的 PyTorch-PaddlePaddle API 映射列表。

| 序号 | PyTorch-2.1 | PaddlePaddle-dev | 映射关系分类 | 详细对比 |
| 序号 | Pytorch 最新 release | Paddle develop | 映射关系分类 | 备注 |
| ----- | ----------- | ----------------- | ----------- | ------- |
| NOT-IMPLEMENTED-ITEM(`torch.optim.lr_scheduler.LinearLR`, https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.LinearLR.html#torch.optim.lr_scheduler.LinearLR) |
| REFERENCE-MAPPING-ITEM(`torch.optim.Adadelta`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/optimizer/torch.optim.Adadelta.md) |
Expand Down Expand Up @@ -1315,7 +1315,7 @@
## torch.profiler.XX API 映射列表
梳理了`torch.profiler.XX`类 API 的 PyTorch-PaddlePaddle API 映射列表。

| 序号 | PyTorch-2.1 | PaddlePaddle-dev | 映射关系分类 | 详细对比 |
| 序号 | Pytorch 最新 release | Paddle develop | 映射关系分类 | 备注 |
| ----- | ----------- | ----------------- | ----------- | ------- |
| NOT-IMPLEMENTED-ITEM(`torch.profiler.ProfilerActivity`, https://pytorch.org/docs/stable/profiler.html#torch.profiler.ProfilerActivity) |
| NOT-IMPLEMENTED-ITEM(`torch.profiler.ProfilerAction`, https://pytorch.org/docs/stable/profiler.html#torch.profiler.ProfilerAction) |
Expand All @@ -1327,7 +1327,7 @@
## torch.sparse.XX API 映射列表
梳理了`torch.sparse.XX`类 API 的 PyTorch-PaddlePaddle API 映射列表。

| 序号 | PyTorch-2.1 | PaddlePaddle-dev | 映射关系分类 | 详细对比 |
| 序号 | Pytorch 最新 release | Paddle develop | 映射关系分类 | 备注 |
| ----- | ----------- | ----------------- | ----------- | ------- |
| REFERENCE-MAPPING-ITEM(`torch.sparse.addmm`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/sparse/torch.sparse.addmm.md) |
| REFERENCE-MAPPING-ITEM(`torch.sparse.mm`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/sparse/torch.sparse.mm.md) |
Expand All @@ -1340,7 +1340,7 @@
## 其他类 API 映射列表
梳理了其他类 API 的 PyTorch-PaddlePaddle API 映射列表。

| 序号 | PyTorch-2.1 | PaddlePaddle-dev | 映射关系分类 | 详细对比 |
| 序号 | Pytorch 最新 release | Paddle develop | 映射关系分类 | 备注 |
| ----- | ----------- | ----------------- | ----------- | ------- |
| REFERENCE-MAPPING-ITEM(`torch.utils.data.random_split`, https://github.com/PaddlePaddle/docs/tree/develop/docs/guides/model_convert/convert_from_pytorch/api_difference/utils/torch.utils.data.random_split.md) |
| REFERENCE-MAPPING-ITEM(`torch.utils.data.distributed.DistributedSampler`, https://github.com/PaddlePaddle/X2Paddle/tree/develop/docs/pytorch_project_convertor/API_docs/utils/torch.utils.data.distributed.DistributedSampler.md) |
Expand Down
6 changes: 3 additions & 3 deletions docs/guides/model_convert/convert_from_pytorch/validate_mapping_in_api_difference.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -399,10 +399,10 @@ def process_mapping_index(index_path, item_processer, context={}):

expect_column_names = [
"序号",
"PyTorch-2.1",
"PaddlePaddle-dev",
"Pytorch 最新 release",
"Paddle develop",
"映射关系分类",
"详细对比",
"备注",
]

context["table_row_idx"] = context.get("table_row_idx", -1)
Expand Down