From 80baf38881da9b37a2e9e65702a97a2def9024c9 Mon Sep 17 00:00:00 2001 From: "wangjx@zhejianglab.org" Date: Wed, 21 May 2025 10:16:28 +0800 Subject: [PATCH 01/42] add afteam RFC template --- RFC-0039-decouple-cuda-codes.md | 122 ++++++++++++++++++++++++++++++++ 1 file changed, 122 insertions(+) create mode 100644 RFC-0039-decouple-cuda-codes.md diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md new file mode 100644 index 00000000..fab132a7 --- /dev/null +++ b/RFC-0039-decouple-cuda-codes.md @@ -0,0 +1,122 @@ + + +
+Instructions - click to expand + +- Fork the rfcs repo: https://github.com/pytorch/rfcs +- Copy `RFC-0000-template.md` to `RFC-00xx-my-feature.md`, or write your own open-ended proposal. Put care into the details. +- Submit a pull request titled `RFC-00xx-my-feature`. + - Assign the `draft` label while composing the RFC. You may find it easier to use a WYSIWYG editor (like Google Docs) when working with a few close collaborators; feel free to use whatever platform you like. Ideally this document is publicly visible and is linked to from the PR. + - When opening the RFC for general discussion, copy your document into the `RFC-00xx-my-feature.md` file on the PR and assign the `commenting` label. +- Build consensus for your proposal, integrate feedback and revise it as needed, and summarize the outcome of the discussion via a [resolution template](https://github.com/pytorch/rfcs/blob/master/RFC-0000-template.md#resolution). + - If the RFC is idle here (no activity for 2 weeks), assign the label `stalled` to the PR. +- Once the discussion has settled, assign a new label based on the level of support: + - `accepted` if a decision has been made in the RFC + - `draft` if the author needs to rework the RFC’s proposal + - `shelved` if there are no plans to move ahead with the current RFC’s proposal. We want neither to think about evaluating the proposal +nor about implementing the described feature until some time in the future. +- A state of `accepted` means that the core team has agreed in principle to the proposal, and it is ready for implementation. +- The author (or any interested developer) should next open a tracking issue on Github corresponding to the RFC. + - This tracking issue should contain the implementation next steps. Link to this tracking issue on the RFC (in the Resolution > Next Steps section) +- Once all relevant PRs are merged, the RFC’s status label can be finally updated to `closed`. + +
+ + + + + +# [Title] + +**Authors:** +* @nickname +* @nickname + + +## **Summary** +A short paragraph or bullet list that quickly explains what you're trying to do. + +## **Highlights** +阐述CUDA代码分离工作的亮点 + + +## **Motivation** +What motivates this proposal and why is it important? +How should users and developers think about this feature, how would it impact the way PyTorch is used? +Explain impact and value of this feature + + +## **Proposed Implementation** +This is the bulk of the RFC. Explain the design in enough detail for somebody familiar with PyTorch to understand, and for somebody familiar with the implementation to implement. +This should get into specifics and corner-cases, and include examples of how the feature is used, and how it will interact with other features. Any new terminology should be defined here. +Consider: +* using examples and diagrams to help illustrate your ideas. +* including code examples, if you're proposing an interface or system contract. +* linking to project briefs or wireframes that are relevant. + + +## **Metrics ** +What are the main metrics to measure the value of this feature? + + +## **Drawbacks ** +Are there any reasons why we should not do this? Here we aim to evaluate risk and check ourselves. + +Please consider: +* is it a breaking change? +* Impact on UX +* implementation cost, both in terms of code size and complexity +* integration of this feature with other existing and planned features + + +## **Alternatives** +What other designs have been considered? What is the impact of not doing this? + + +## **Prior Art** +Discuss prior art (both good and bad) in relation to this proposal: +* Does this feature exist in other libraries? What experience has their community had? +* What lessons can be learned from other implementations of this feature? +* Published papers or great posts that discuss this + + +## **How we teach this** +* What names and terminology work best for these concepts and why? How is this idea best presented? +* Would the acceptance of this proposal mean the PyTorch documentation must be re-organized or altered? +* How should this feature be taught to existing PyTorch users? + + +## **Unresolved questions** +* What parts of the design do you expect to resolve through the RFC process before this gets merged? +* What parts of the design do you expect to resolve through the implementation of this feature before stabilization? +* What related issues do you consider out of scope for this RFC that could be addressed in the future independently of the solution that comes out of this RFC? + + +## Resolution +We decided to do it. X% of the engineering team actively approved of this change. + +### Level of Support +Choose one of the following: +* 1: Overwhelming positive feedback. +* 2: Positive feedback. +* 3: Majority Acceptance, with conflicting Feedback. +* 4: Acceptance, with Little Feedback. +* 5: Unclear Resolution. +* 6: RFC Rejected. +* 7: RFC Rejected, with Conflicting Feedback. + + +#### Additional Context +Some people were in favor of it, but some people didn’t want it for project X. + + +### Next Steps +Will implement it. + + +#### Tracking issue + + + +#### Exceptions +Not implementing on project X now. Will revisit the decision in 1 year. From ddf4d3c148f9019917e8ca1ae82c3a518acada51 Mon Sep 17 00:00:00 2001 From: "wangjx@zhejianglab.org" Date: Wed, 21 May 2025 10:44:45 +0800 Subject: [PATCH 02/42] task assignment --- RFC-0039-decouple-cuda-codes.md | 19 +++++++++++++------ 1 file changed, 13 insertions(+), 6 deletions(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index fab132a7..e918e98b 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -26,21 +26,21 @@ nor about implementing the described feature until some time in the future. -# [Title] +# Decouple CUDA Codes **Authors:** * @nickname * @nickname -## **Summary** +## **Summary** (1人) A short paragraph or bullet list that quickly explains what you're trying to do. -## **Highlights** +## **Highlights** (1人) 阐述CUDA代码分离工作的亮点 -## **Motivation** +## **Motivation**(1人) What motivates this proposal and why is it important? How should users and developers think about this feature, how would it impact the way PyTorch is used? Explain impact and value of this feature @@ -55,6 +55,13 @@ Consider: * linking to project briefs or wireframes that are relevant. +* 代码分离(1人) +文件间/内 +* 目录重构(1人) +* 编译工程(1人) + + +## 优缺点(1人) ## **Metrics ** What are the main metrics to measure the value of this feature? @@ -73,7 +80,7 @@ Please consider: What other designs have been considered? What is the impact of not doing this? -## **Prior Art** +## **Prior Art**(1人) Discuss prior art (both good and bad) in relation to this proposal: * Does this feature exist in other libraries? What experience has their community had? * What lessons can be learned from other implementations of this feature? @@ -110,7 +117,7 @@ Choose one of the following: Some people were in favor of it, but some people didn’t want it for project X. -### Next Steps +### Next Steps(1人) Will implement it. From 3b3fc46c520896417ded0ec6e6423830792395af Mon Sep 17 00:00:00 2001 From: "wangjx@zhejianglab.org" Date: Wed, 21 May 2025 11:51:46 +0800 Subject: [PATCH 03/42] assign plan --- RFC-0039-decouple-cuda-codes.md | 25 ++++++++++++++----------- 1 file changed, 14 insertions(+), 11 deletions(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index e918e98b..9a35c860 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -33,14 +33,16 @@ nor about implementing the described feature until some time in the future. * @nickname -## **Summary** (1人) +## **Summary** (1人)王家喜 A short paragraph or bullet list that quickly explains what you're trying to do. +方案的总览 -## **Highlights** (1人) + +## **Highlights** (1人)袁孟雯 阐述CUDA代码分离工作的亮点 -## **Motivation**(1人) +## **Motivation**(1人)祝贺 What motivates this proposal and why is it important? How should users and developers think about this feature, how would it impact the way PyTorch is used? Explain impact and value of this feature @@ -55,13 +57,13 @@ Consider: * linking to project briefs or wireframes that are relevant. -* 代码分离(1人) +* 代码分离(1人) 张靖 文件间/内 -* 目录重构(1人) -* 编译工程(1人) +* 目录重构(1人) 张靖 +* 编译工程(1人) 黄雷 -## 优缺点(1人) +## 优缺点(1人) 付泽伟 ## **Metrics ** What are the main metrics to measure the value of this feature? @@ -76,11 +78,12 @@ Please consider: * integration of this feature with other existing and planned features -## **Alternatives** +## **Alternatives** 洪泓 What other designs have been considered? What is the impact of not doing this? +in-tree +out-of-tree (cuda key, pu1 key) - -## **Prior Art**(1人) +## **Prior Art**(1人) 崔巍 Discuss prior art (both good and bad) in relation to this proposal: * Does this feature exist in other libraries? What experience has their community had? * What lessons can be learned from other implementations of this feature? @@ -117,7 +120,7 @@ Choose one of the following: Some people were in favor of it, but some people didn’t want it for project X. -### Next Steps(1人) +### Next Steps(1人)侯丽亚 Will implement it. From 9f278d8641599754c963d8f402a9e86b0115de07 Mon Sep 17 00:00:00 2001 From: treestreamymw <1972205255@qq.com> Date: Wed, 28 May 2025 08:45:50 +0000 Subject: [PATCH 04/42] highlights manuscript --- RFC-0039-decouple-cuda-codes.md | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index 9a35c860..f931d407 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -40,7 +40,10 @@ A short paragraph or bullet list that quickly explains what you're trying to do. ## **Highlights** (1人)袁孟雯 阐述CUDA代码分离工作的亮点 - +- 将 CUDA 相关实现从主工程中抽离,降低 PyTorch 核心框架对 CUDA 的直接耦合,提升整体工程可维护性。 +- 更清晰、统一的目录层级结构,提升可读性与可维护性,使开发者能快速定位并理解后端逻辑,降低新开发者参与的学习门槛,为长期维护和社区贡献者提供更友好的结构。 +- 重写构建系统以支持 CUDA 后端独立编译,降低编译复杂度,实现更快的增量构建和更少的构建依赖。 +- 统一设备后端架构风格,为后续支持更多第三方后端提供模板,降低集成门槛和时间成本,提升 PyTorch 后端接入的一致性与可插拔性。 ## **Motivation**(1人)祝贺 What motivates this proposal and why is it important? From 6a1b9fb350005794d8b17d8a9b70bb8fbfc1ca3e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=BC=A0=E9=9D=96?= <18257107216@139.com> Date: Fri, 30 May 2025 16:13:31 +0800 Subject: [PATCH 05/42] file decoupling and directory restructuring --- RFC-0039-decouple-cuda-codes.md | 260 +++++++++++++++++++++++++++++++- 1 file changed, 259 insertions(+), 1 deletion(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index f931d407..7da30383 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -61,8 +61,266 @@ Consider: * 代码分离(1人) 张靖 -文件间/内 +

一、需要解耦的功能模块

+ +涉及到需要解耦的功能模块包括: + +```markdown +├── aten # Tensor ops相关代码 +├── c10/cuda # 设备管理核心代码 +├── caffe2 # torch和caffe2合并的遗留文件夹,当前仅需保留CMakeLists.txt,用于编译和连接aten和c10的源文件 +├── torch/cuda # Python端接口 +├── torch/backends # PyTorch硬件后端Python接口 +├── torch/csrc/cuda # 主要是Python端和C++端的pybind +├── torch/csrc/distributed # distributed底层实现代码 +├── torch/csrc/jit # jit底层实现代码 +├── torch/csrc/profiler # profiler底层实现代码 +├── torch/csrc/dynamo # dynamo底层实现代码 +└── torch/csrc/inductor # inductor底层实现代码 +``` + +

二、解耦方式

+ +我们通过实践总结了以下四种解耦方式,这四种方式并不是独立的,而是相互照应、相互补充的。 + +![](https://cdn.nlark.com/yuque/0/2025/png/32361127/1748503065598-84d654cb-cecf-4e73-ac26-1e5e3bb30ac5.png) + +

(一)文件间解耦

+ +解耦标准如下: + +
1. 文件夹名称包含 `cuda``cudnn``THC` 关键字。
+ +示例: + + +- `torch/backends/cuda` +- `torch/backends/cudnn` +- `torch/cuda` +- `aten/src/ATen/cuda` +- `aten/src/ATen/cudnn` +- `aten/src/ATen/native/cuda` +- `aten/src/ATen/native/cudnn` +- `aten/src/ATen/native/nested/cuda` +- `aten/src/ATen/native/quantized/cuda` +- `aten/src/ATen/native/quantized/cudnn` +- `aten/src/ATen/native/sparse/cuda` +- `aten/src/ATen/native/transformers/cuda` +- `aten/src/THC` +- `torch/csrc/cuda` +- `torch/csrc/distributed/c10d/cuda` + +
2. 文件名包含 `cuda``cudnn``THC` 关键字。
+ +示例: + + +- `torch/csrc/distributed/rpc/tensorpipe_cuda.cpp` +- `torch/csrc/profiler/stubs/cuda.cpp` + +
3. 后缀名是 `.cu``.cuh`
+ +示例: + +- `torch/csrc/distributed/c10d/quantization/quantization_gpu.cu` + +

(二)文件内解耦

+ +有些cuda代码直接和torch代码耦合在一个文件内,通过环境变量、宏定义或者设备判断等隔离。 + +
1. 包含 CUDA 相关的环境变量判断
+ +示例: + +```cpp +#if defined(__CUDA_ARCH__) 存在于下列文件 +torch/csrc/aten/native/Distributions.h + +#if defined(__CUDACC__) 存在于下列文件 +torch/csrc/aten/native/sparse/Macros.h + +#ifdef USE_CUDA 存在于下列文件或者文件夹 +caffe2/CMakeLists.txt +torch/csrc/Storage.cpp +torch/csrc/dynamo/guards.cpp +torch/csrc/inductor/aoti_runner/pybind.cpp +torch/csrc/jit +``` + +
2. 文件内包含 CUDA 相关宏定义
+ ++ `TORCH_CUDA_CU_API` ++ `TORCH_CUDA_CPP_API` ++ `TORCH_CUDA_CHECK` + +
3. 文件内包含 is_cuda、kCUDA、“cuda”等
+ +示例: + +```cpp +static CUDAHooksInterface* cuda_hooks = nullptr; +xxtensor.is_cuda() +xxtensor.device().type() == at::kCUDA +register_cuda_runner("cuda", &create_aoti_runner_cuda) +``` + +

(三)补充编译有依赖的文件

+ +为了独立编译CUDA,CUDA编译需要依赖的文件也做了解耦。 + +需要补充的文件类型包括: + +
1. `*.h``*.hpp` 头文件。
+ + +示例: + +torch/csrc/autograd/functions/comm.h + +
2. 配置文件。
+ +示例: + +aten/src/ATen/ATenConfig.cmake.in +aten/src/ATen/Config.h.in +aten/src/ATen/native/native_functions.yaml +aten/src/ATen/native/tags.yaml +aten/src/ATen/native/ts_native_functions.yaml + +
3. 模板文件。
+ +示例: + +aten/src/ATen/templates + +
4. 打桩文件。
+ +示例: + +torch/csrc/stub.c + +

(四)根据编译文件功能模块划分

+ +有助于查漏补缺、去除冗余代码。 + +示例 1: + +通过build_variables.bzl中文件划分解耦 distributed 模块 CUDA 相关代码 + +```cpp +# These files are the only ones that are supported on Windows. +libtorch_cuda_distributed_base_sources = [ + "torch/csrc/distributed/c10d/reducer_cuda.cpp", +] + +# These files are only supported on Linux (and others) but not on Windows. +libtorch_cuda_distributed_extra_sources = [ + "torch/csrc/distributed/c10d/CudaDMAConnectivity.cpp", + "torch/csrc/distributed/c10d/NCCLUtils.cpp", + "torch/csrc/distributed/c10d/FlightRecorder.cpp", + "torch/csrc/distributed/c10d/ProcessGroupNCCL.cpp", + "torch/csrc/distributed/c10d/ProcessGroupUCC.cpp", + "torch/csrc/distributed/c10d/UCCTracing.cpp", + "torch/csrc/distributed/c10d/UCCUtils.cpp", + "torch/csrc/distributed/c10d/intra_node_comm.cpp", + "torch/csrc/distributed/c10d/intra_node_comm.cu", + "torch/csrc/distributed/c10d/CUDASymmetricMemory.cu", + "torch/csrc/distributed/c10d/CUDASymmetricMemoryOps.cu", + "torch/csrc/distributed/c10d/cuda/AsyncMM.cu", + "torch/csrc/distributed/c10d/NanCheck.cu", + "torch/csrc/distributed/rpc/tensorpipe_cuda.cpp", + "torch/csrc/distributed/c10d/quantization/quantization_gpu.cu", +] + +libtorch_cuda_distributed_sources = libtorch_cuda_distributed_base_sources + libtorch_cuda_distributed_extra_sources +``` + +示例 2: + +根据aten\src\ATen\CMakeLists.txt中文件划分添加aten\src\ATen\native\miopen代码 + +```cpp +list(APPEND ATen_CUDA_CPP_SRCS + ${cuda_cpp} + ${native_cuda_cpp} + ${native_cudnn_cpp} + ${native_miopen_cpp} + ${native_nested_cuda_cpp} + ${native_quantized_cuda_cpp} + ${native_quantized_cudnn_cpp} + ${native_sparse_cuda_cpp} + ${native_transformers_cuda_cpp} +) +``` + + * 目录重构(1人) 张靖 +

三、目录重构

+ +![](https://cdn.nlark.com/yuque/0/2025/png/32361127/1748588334657-62159db5-d4d0-4d15-adc6-2a833d54f966.png) + +cuda解耦出来后,原始目录参考第一节,除了nvidia(cuda),我们调研了[AMD(gpu)](https://github.com/ROCm/pytorch)、[google(tpu)](https://github.com/pytorch/xla/tree/master)、[intel(xpu)](https://github.com/intel/intel-extension-for-pytorch)、[acend(npu)](https://gitee.com/ascend/pytorch)、[Cambricon(mlu)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop)等多个超算卡厂商适配pytorch的方式,总结了各厂商适配PyTorch的代码目录结构、相似和特异性改动点,着重考虑到了以下因素: + +
1. Python/C++分层解耦
+ +通过物理隔离Python层(core/、backends/)和C++层(csrc/),明确区分接口定义与底层实现,降低代码耦合度。这样有助于Python层专注于业务逻辑和用户接口,而C++层则处理底层实现和性能优化。 + +
2. 模块化独立插件
+ +将distributed/、profiler/作为独立插件,与核心框架解耦,使得各个模块可以独立开发、测试和迭代,同时也便于第三方开发者根据需要选择性地集成或扩展某些功能。 + +
3. 统一硬件适配框架
+ +合并 `c10/cuda` 和 `caffe2` 为 `framework/`,形成统一的设备管理与资源调度层,降低了维护成本。 + +
4. 目录重命名
+ +新的目录命名尽量直观地反映了其包含的内容和功能,例如 core 表示核心接口层,csrc 表示C++源代码,python 表示Python与C++的绑定层等,便于开发人员快速理解和导航项目代码。 + +最后,整理出的新的适配代码目录结构如下: + +```markdown +├── backends/ # 只保留CUDA、cuDNN相关python接口 +├── core/ # Python核心接口层 +├── csrc/ # C++核心代码仓库 +│ ├── python/ # Python与C++绑定层 +│ ├── aten/ # Tensor、ops运算相关 +│ ├── framework/ # 框架基础架构 +│ ├── dynamo/ # 动态图转静态图工具 +│ ├── inductor/ # 硬件代码生成与编译器模块 +│ └── jit/ # JIT编译器模块 +├── distributed/ # 分布式计算模块(独立插件) +└── profiler/ # 性能分析模块(独立插件) +``` + + + + + + + + + + + + + + + * 编译工程(1人) 黄雷 From 90204a4ede447b81820baaadc57bf64f0c48b66f Mon Sep 17 00:00:00 2001 From: HuangLei Date: Wed, 4 Jun 2025 07:25:12 +0000 Subject: [PATCH 06/42] compiling implementation --- ...decouple_cuda_compiling_implementation.png | Bin 0 -> 119544 bytes RFC-0039-decouple-cuda-codes.md | 36 ++++++++++++------ 2 files changed, 25 insertions(+), 11 deletions(-) create mode 100644 RFC-0039-assets/decouple_cuda_compiling_implementation.png diff --git 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四、编译工程优化

+本方案针对PyTorch原生CUDA设备编译流程进行了以下关键性改进: + +- **编译逻辑解耦** + 将CUDA编译系统从主框架解耦为独立工程,构建两大核心组件: + - `torch_cuda` + ▸ 设备抽象层与运行框架 + ▸ 设备资源管理 + ▸ 算子实现(原生/native、加速库/cuBLAS/cuDNN/linalg、自定义) + + - `torch_python_cuda` + ▸ 基于pybind11的Python-C++交互接口 + ▸ 针对新设备的跨语言类型系统桥接层,实现设备后端与Python层的双向解耦 + +- **CMake工程化封装** + 基于`tools.setup_helpers.cmake`封装`wrapped_cmake`构建工具: + - 标准化设备后端编译工具链 + - 实现:编译参数统一配置、环境自动初始化、编译器特性适配 + +- **模块化隔离架构** + - 分离出独立设备模块`_CUDAC.cpython-XX.so`,具备独立初始化链路 + - 统一新设备专用扩展构建器`torch.utils.cpp_extension.NewDeviceCppExtension`,实现编译环境与核心框架的物理隔离 + +                          ![编译架构对比](RFC-0039-assets/decouple_cuda_compiling_implementation.png) +  _图4.1: 编译架构对比(左:原始架构,右:新架构)_ - - - - - - - - -* 编译工程(1人) 黄雷 - - ## 优缺点(1人) 付泽伟 ## **Metrics ** What are the main metrics to measure the value of this feature? From 39124ce6b43edba0b4064085a2ff5f27b40c56b9 Mon Sep 17 00:00:00 2001 From: HuangLei Date: Wed, 4 Jun 2025 07:52:04 +0000 Subject: [PATCH 07/42] Increase indentation --- RFC-0039-decouple-cuda-codes.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index 5e9255f9..4df882e5 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -317,7 +317,7 @@ cuda解耦出来后,原始目录参考第一节,除了nvidia(cuda),我 将CUDA编译系统从主框架解耦为独立工程,构建两大核心组件: - `torch_cuda` ▸ 设备抽象层与运行框架 - ▸ 设备资源管理 + ▸ 设备资源管理 ▸ 算子实现(原生/native、加速库/cuBLAS/cuDNN/linalg、自定义) - `torch_python_cuda` From 521d5ffd58a376b7587be53050795d11ab58905a Mon Sep 17 00:00:00 2001 From: "wangjx@zhejianglab.org" Date: Wed, 4 Jun 2025 16:32:33 +0800 Subject: [PATCH 08/42] add Summary section --- RFC-0039-decouple-cuda-codes.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index 4df882e5..854ffd9c 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -34,8 +34,9 @@ nor about implementing the described feature until some time in the future. ## **Summary** (1人)王家喜 -A short paragraph or bullet list that quickly explains what you're trying to do. -方案的总览 +A short paragraph or bullet list that quickly explains what you're trying to do.
+目前,第三方硬件后端接入PyTorch的方式主要包括复用CUDA key和代码逻辑、利用树内预定义的key(如Intel XPU)和部分代码以及利用树内预留的PrivateUse1 key等三种。一方面,由于CUDA软件栈的生态地位,部分硬件厂商(如AMD HIP和MetaX MACA)选择直接复用CUDA key,通过兼容CUDA API的方式最小化PyTorch使用者的代码迁移成本。这种方法的优点是可以直接复用CUDA代码的逻辑,厂商适配工作量较小,但为了发挥硬件的优势,需要对CUDA kernel等代码进行侵入式修改。另一方面,随着PrivateUse1接入机制的不断完善,越来越多的厂商(如Ascend NPU和Cambricon MLU)选择此种接入方式,这种方法的优点是对PyTorch侵入修改较少,但厂商适配工作量较大(如无法直接复用CUDA代码逻辑)。 +本RFC提案旨在充分融合两者的优势,弥补相互之间的不足,先将CUDA代码解耦出来,形成相对独立的代码目录结构和编译单元;而后,逐步实现CUDA硬件后端、类CUDA硬件后端和其他架构硬件后端以统一的PrivateUse1机制接入PyTorch。 ## **Highlights** (1人)袁孟雯 From 7b8ad8564b65e454551009e16c721dc998d235a7 Mon Sep 17 00:00:00 2001 From: "wangjx@zhejianglab.org" Date: Wed, 4 Jun 2025 16:35:49 +0800 Subject: [PATCH 09/42] add newline --- RFC-0039-decouple-cuda-codes.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index 854ffd9c..282be122 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -35,7 +35,7 @@ nor about implementing the described feature until some time in the future. ## **Summary** (1人)王家喜 A short paragraph or bullet list that quickly explains what you're trying to do.
-目前,第三方硬件后端接入PyTorch的方式主要包括复用CUDA key和代码逻辑、利用树内预定义的key(如Intel XPU)和部分代码以及利用树内预留的PrivateUse1 key等三种。一方面,由于CUDA软件栈的生态地位,部分硬件厂商(如AMD HIP和MetaX MACA)选择直接复用CUDA key,通过兼容CUDA API的方式最小化PyTorch使用者的代码迁移成本。这种方法的优点是可以直接复用CUDA代码的逻辑,厂商适配工作量较小,但为了发挥硬件的优势,需要对CUDA kernel等代码进行侵入式修改。另一方面,随着PrivateUse1接入机制的不断完善,越来越多的厂商(如Ascend NPU和Cambricon MLU)选择此种接入方式,这种方法的优点是对PyTorch侵入修改较少,但厂商适配工作量较大(如无法直接复用CUDA代码逻辑)。 +目前,第三方硬件后端接入PyTorch的方式主要包括复用CUDA key和代码逻辑、利用树内预定义的key(如Intel XPU)和部分代码以及利用树内预留的PrivateUse1 key等三种。一方面,由于CUDA软件栈的生态地位,部分硬件厂商(如AMD HIP和MetaX MACA)选择直接复用CUDA key,通过兼容CUDA API的方式最小化PyTorch使用者的代码迁移成本。这种方法的优点是可以直接复用CUDA代码的逻辑,厂商适配工作量较小,但为了发挥硬件的优势,需要对CUDA kernel等代码进行侵入式修改。另一方面,随着PrivateUse1接入机制的不断完善,越来越多的厂商(如Ascend NPU和Cambricon MLU)选择此种接入方式,这种方法的优点是对PyTorch侵入修改较少,但厂商适配工作量较大(如无法直接复用CUDA代码逻辑)。
本RFC提案旨在充分融合两者的优势,弥补相互之间的不足,先将CUDA代码解耦出来,形成相对独立的代码目录结构和编译单元;而后,逐步实现CUDA硬件后端、类CUDA硬件后端和其他架构硬件后端以统一的PrivateUse1机制接入PyTorch。 From 2849b6fec1360a963254a782f1e85cbd522e6f24 Mon Sep 17 00:00:00 2001 From: fuzewei <404283574@qq.com> Date: Wed, 4 Jun 2025 17:23:24 +0800 Subject: [PATCH 10/42] =?UTF-8?q?=E4=BC=98=E7=BC=BA=E7=82=B9?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- RFC-0039-decouple-cuda-codes.md | 16 +++++++++++++++- 1 file changed, 15 insertions(+), 1 deletion(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index 282be122..99326cef 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -341,7 +341,21 @@ cuda解耦出来后,原始目录参考第一节,除了nvidia(cuda),我 ## 优缺点(1人) 付泽伟 ## **Metrics ** -What are the main metrics to measure the value of this feature? +理想情况下pytroch应该作为一种与硬件无关的深度学习框架,就像操作系统一样对于使用者屏蔽底层硬件实现细节,并提供经过抽象的和便于使用的接口,这些接口不应该涉及任何和底层硬件实现有关的信息。Pytorch自定义一套与底层硬件无关的硬件抽象层,统一差异化的硬件接口(集合通信),使上层系统组件无需关注具体硬件实现,同时方便各个硬件厂商对接自己的硬件。然而现实情况和上面有差异,主要是一下几点。 +1. 直接指定底层硬件 +实际在使用pytorch的时候,经常涉及到在代码中直接指定底层硬件的情况,例如torch.tensor([3,4]).cuda(),假如在切换到第三方硬件后,pytorch的用户还需要对代码做不通程度的修改,而且由于缺乏硬件抽象,对于第三方的接入使用没有强制性的规定,导致用户代码在切换不同的底层硬件时所做的的修改不完全一样,给代码的通用性带来了挑战。 +2. pytorch和cuda的强依赖 +pytorch源码中直接涉及到调用cuda的接口,这导致了新的cuda版本发布后,需要等pytorch官方适配,pytorch此外代码中充斥了对cuda头文件的引用,需要通过设置对应的环境变量加以屏蔽,不便于用户理解。 +3. 第三方硬件接入困难 +目前pytorch提供了privateuse1的DispatechKey,为开发者提供了一种扩展硬件的方式,然后在厂商的实际使用中还是存在问题,例如1.无法同时接入两个不同的后端,2.代码的侵入性强,需要在Pytorch框架层面修改核心组件例如(storage模块,device manange模块),这导致与官方代码的耦合度高,而且无法跟随Pytorch的版本自动升级。 +我们提出的cuda代码抽象分离方案就是在看到以上问题的基础上提出的,主要具有以下的优点: +1. 对使用者屏蔽底层硬件实现 +我们自定义了一套对底层的硬件抽象层,规定了在接入第三方硬件时应该实现的接口和调用规则,在用户使用层面,用户不用直接使用cuda这样的关键字,我们自定义了一套通用的关键字(cuda对应pu1,nccl对应pccl),底层硬件改变后对用户是无感的,用户不用频繁修改代码,真正做到一套代码全平台运行。 +2. 解除pytorch和cuda代码的强依赖 +我们将cuda设备视为一个和第三方硬件一样的可接入的硬件,对cuda设备的接入方式和所有第三方硬件一致,并从pytorch代码中删除了对cuda的依赖,这样pytorch的版本升级不用和cuda升级同步,给双方留下的最大的灵活性。 +3. 方便接入第三方硬件 +以往的第三方硬件接入过程中,各个厂商分别实现接入代码,导致代码臃肿和功能重复,现在我们提供了硬件抽象层的基类实现,一些通用的功能已经实现完毕,并预留出了和硬件强相关的接口,各个厂商只需要按照要求实现这些接口即可实现硬件接入pytorch。由于通用了代码,当框架代码升级时第三方硬件也能自动享受框架升级带来的性能提升。 + ## **Drawbacks ** From 7feca618ecb28e1890415ad6c254906f2374d2fd Mon Sep 17 00:00:00 2001 From: fuzewei <404283574@qq.com> Date: Wed, 4 Jun 2025 17:25:28 +0800 Subject: [PATCH 11/42] =?UTF-8?q?=E4=BC=98=E7=BC=BA=E7=82=B9?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- RFC-0039-decouple-cuda-codes.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index 99326cef..3ba69a83 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -341,7 +341,7 @@ cuda解耦出来后,原始目录参考第一节,除了nvidia(cuda),我 ## 优缺点(1人) 付泽伟 ## **Metrics ** -理想情况下pytroch应该作为一种与硬件无关的深度学习框架,就像操作系统一样对于使用者屏蔽底层硬件实现细节,并提供经过抽象的和便于使用的接口,这些接口不应该涉及任何和底层硬件实现有关的信息。Pytorch自定义一套与底层硬件无关的硬件抽象层,统一差异化的硬件接口(集合通信),使上层系统组件无需关注具体硬件实现,同时方便各个硬件厂商对接自己的硬件。然而现实情况和上面有差异,主要是一下几点。 +理想情况下pytroch应该作为一种与硬件无关的深度学习框架,就像操作系统一样对于使用者屏蔽底层硬件实现细节,并提供经过抽象的和便于使用的接口,这些接口不应该涉及任何和底层硬件实现有关的信息。Pytorch自定义一套与底层硬件无关的硬件抽象层,统一差异化的硬件接口(集合通信),使上层系统组件无需关注具体硬件实现,同时方便各个硬件厂商对接自己的硬件。然而现实情况和上面有差异,主要是以下几点。 1. 直接指定底层硬件 实际在使用pytorch的时候,经常涉及到在代码中直接指定底层硬件的情况,例如torch.tensor([3,4]).cuda(),假如在切换到第三方硬件后,pytorch的用户还需要对代码做不通程度的修改,而且由于缺乏硬件抽象,对于第三方的接入使用没有强制性的规定,导致用户代码在切换不同的底层硬件时所做的的修改不完全一样,给代码的通用性带来了挑战。 2. pytorch和cuda的强依赖 From 9890226a77056f60f8794596a9e00bdd9a8fe410 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=BC=A0=E9=9D=96?= <18257107216@139.com> Date: Wed, 4 Jun 2025 17:33:55 +0800 Subject: [PATCH 12/42] format update --- RFC-0039-assets/catalogue.png | Bin 0 -> 132832 bytes RFC-0039-assets/decoupling.png | Bin 0 -> 172572 bytes RFC-0039-decouple-cuda-codes.md | 27 ++++++++------------------- 3 files changed, 8 insertions(+), 19 deletions(-) create mode 100644 RFC-0039-assets/catalogue.png create mode 100644 RFC-0039-assets/decoupling.png diff --git a/RFC-0039-assets/catalogue.png b/RFC-0039-assets/catalogue.png new file mode 100644 index 0000000000000000000000000000000000000000..ef61e0ab925562de4d521b89b5418d7c3fba8fc1 GIT binary patch literal 132832 zcmeFZ2T+t*(>9Evpn`${0VPY2oFq$7a+WjaY5$W~;1OxX(F#uD-ha>b`k;M@|0hnJZ`T z@bJzmD#&Q!;hhBG;hg}TA^^Vms5X;{hewB}D055OYh40qWE00e?$P}2b(1nO5)LAD(ba^zEhCkcWMMs!kC?qWl zr)RqzP9%3Douj$ol!ZM0RgpK&_RJVtr|%eVbsbk%|H_Jr%ACwhcn)ryszaqyyBb@Q zw&6LJ<2Ai78}}{hgu=t$f9iCPvl<%|@t%&x`~Bx39Vp;mp7HR65A#DXmXabV_Fo=? 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zDMCN|t-Sr`B%XEfz_Awt#%Z>T0u=zE m79|^yjQ?ZT|4%&EiO1*8j=XKyI~D-s7ox(FLZt%Vy#5cLG|b@u literal 0 HcmV?d00001 diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index 282be122..7254514a 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -83,9 +83,10 @@ Consider:

二、解耦方式

我们通过实践总结了以下四种解耦方式,这四种方式并不是独立的,而是相互照应、相互补充的。 - -![](https://cdn.nlark.com/yuque/0/2025/png/32361127/1748503065598-84d654cb-cecf-4e73-ac26-1e5e3bb30ac5.png) - +
+decoupling +

图1 解耦方式

+

(一)文件间解耦

解耦标准如下: @@ -172,21 +173,6 @@ register_cuda_runner("cuda", &create_aoti_runner_cuda) 需要补充的文件类型包括:
1. `*.h``*.hpp` 头文件。
- 示例: @@ -272,8 +258,11 @@ list(APPEND ATen_CUDA_CPP_SRCS * 目录重构(1人) 张靖

三、目录重构

-![](https://cdn.nlark.com/yuque/0/2025/png/32361127/1748588334657-62159db5-d4d0-4d15-adc6-2a833d54f966.png) +
+catalogue +

图2 目录重构

+
cuda解耦出来后,原始目录参考第一节,除了nvidia(cuda),我们调研了[AMD(gpu)](https://github.com/ROCm/pytorch)、[google(tpu)](https://github.com/pytorch/xla/tree/master)、[intel(xpu)](https://github.com/intel/intel-extension-for-pytorch)、[acend(npu)](https://gitee.com/ascend/pytorch)、[Cambricon(mlu)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop)等多个超算卡厂商适配pytorch的方式,总结了各厂商适配PyTorch的代码目录结构、相似和特异性改动点,着重考虑到了以下因素:
1. Python/C++分层解耦
From c456d8fcb28f47c18342756be8f7786febc60da7 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=BC=A0=E9=9D=96?= <18257107216@139.com> Date: Wed, 4 Jun 2025 17:46:47 +0800 Subject: [PATCH 13/42] update hyperlink --- RFC-0039-decouple-cuda-codes.md | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index 7254514a..dd07fb03 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -85,7 +85,7 @@ Consider: 我们通过实践总结了以下四种解耦方式,这四种方式并不是独立的,而是相互照应、相互补充的。
decoupling -

图1 解耦方式

+

图1 解耦方式

(一)文件间解耦

@@ -261,9 +261,10 @@ list(APPEND ATen_CUDA_CPP_SRCS
catalogue -

图2 目录重构

+

图2 目录重构

-cuda解耦出来后,原始目录参考第一节,除了nvidia(cuda),我们调研了[AMD(gpu)](https://github.com/ROCm/pytorch)、[google(tpu)](https://github.com/pytorch/xla/tree/master)、[intel(xpu)](https://github.com/intel/intel-extension-for-pytorch)、[acend(npu)](https://gitee.com/ascend/pytorch)、[Cambricon(mlu)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop)等多个超算卡厂商适配pytorch的方式,总结了各厂商适配PyTorch的代码目录结构、相似和特异性改动点,着重考虑到了以下因素: + +cuda解耦出来后,原始目录参考第一节,除了nvidia(cuda),我们调研了[AMD(gpu)](https://github.com/ROCm/pytorch)、[Google(TPU)](https://github.com/pytorch/xla/tree/master)、[Intel(XPU)](https://github.com/intel/intel-extension-for-pytorch)、[Ascend(NPU)](https://gitee.com/ascend/pytorch)、[Cambricon(MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop)等多个超算卡厂商适配pytorch的方式,总结了各厂商适配PyTorch的代码目录结构、相似和特异性改动点,着重考虑到了以下因素:
1. Python/C++分层解耦
From 51623be2812e5d990472408bb585329cedef1c79 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=BC=A0=E9=9D=96?= <18257107216@139.com> Date: Wed, 4 Jun 2025 17:50:09 +0800 Subject: [PATCH 14/42] update capital --- RFC-0039-decouple-cuda-codes.md | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index dd07fb03..7d236a19 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -84,9 +84,11 @@ Consider: 我们通过实践总结了以下四种解耦方式,这四种方式并不是独立的,而是相互照应、相互补充的。
-decoupling -

图1 解耦方式

+ decoupling +

图1 解耦方式

+ +

(一)文件间解耦

解耦标准如下: @@ -260,10 +262,11 @@ list(APPEND ATen_CUDA_CPP_SRCS
-catalogue -

图2 目录重构

+ catalogue +

图2 目录重构

+ cuda解耦出来后,原始目录参考第一节,除了nvidia(cuda),我们调研了[AMD(gpu)](https://github.com/ROCm/pytorch)、[Google(TPU)](https://github.com/pytorch/xla/tree/master)、[Intel(XPU)](https://github.com/intel/intel-extension-for-pytorch)、[Ascend(NPU)](https://gitee.com/ascend/pytorch)、[Cambricon(MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop)等多个超算卡厂商适配pytorch的方式,总结了各厂商适配PyTorch的代码目录结构、相似和特异性改动点,着重考虑到了以下因素:
1. Python/C++分层解耦
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Instructions - click to expand - Fork the rfcs repo: https://github.com/pytorch/rfcs - Copy `RFC-0000-template.md` to `RFC-00xx-my-feature.md`, or write your own open-ended proposal. Put care into the details. - Submit a pull request titled `RFC-00xx-my-feature`. - - Assign the `draft` label while composing the RFC. You may find it easier to use a WYSIWYG editor (like Google Docs) when working with a few close collaborators; feel free to use whatever platform you like. Ideally this document is publicly visible and is linked to from the PR. - - When opening the RFC for general discussion, copy your document into the `RFC-00xx-my-feature.md` file on the PR and assign the `commenting` label. + - Assign the `draft` label while composing the RFC. You may find it easier to use a WYSIWYG editor (like Google Docs) when working with a few close collaborators; feel free to use whatever platform you like. Ideally this document is publicly visible and is linked to from the PR. + - When opening the RFC for general discussion, copy your document into the `RFC-00xx-my-feature.md` file on the PR and assign the `commenting` label. - Build consensus for your proposal, integrate feedback and revise it as needed, and summarize the outcome of the discussion via a [resolution template](https://github.com/pytorch/rfcs/blob/master/RFC-0000-template.md#resolution). - - If the RFC is idle here (no activity for 2 weeks), assign the label `stalled` to the PR. + - If the RFC is idle here (no activity for 2 weeks), assign the label `stalled` to the PR. - Once the discussion has settled, assign a new label based on the level of support: - - `accepted` if a decision has been made in the RFC - - `draft` if the author needs to rework the RFC’s proposal - - `shelved` if there are no plans to move ahead with the current RFC’s proposal. We want neither to think about evaluating the proposal -nor about implementing the described feature until some time in the future. + - `accepted` if a decision has been made in the RFC + - `draft` if the author needs to rework the RFC’s proposal + - `shelved` if there are no plans to move ahead with the current RFC’s proposal. We want neither to think about evaluating the proposal + nor about implementing the described feature until some time in the future. - A state of `accepted` means that the core team has agreed in principle to the proposal, and it is ready for implementation. - The author (or any interested developer) should next open a tracking issue on Github corresponding to the RFC. - - This tracking issue should contain the implementation next steps. Link to this tracking issue on the RFC (in the Resolution > Next Steps section) + - This tracking issue should contain the implementation next steps. Link to this tracking issue on the RFC (in the Resolution > Next Steps section) - Once all relevant PRs are merged, the RFC’s status label can be finally updated to `closed`.
- - - - # Decouple CUDA Codes **Authors:** + * @nickname * @nickname - ## **Summary** (1人)王家喜 + A short paragraph or bullet list that quickly explains what you're trying to do.
目前,第三方硬件后端接入PyTorch的方式主要包括复用CUDA key和代码逻辑、利用树内预定义的key(如Intel XPU)和部分代码以及利用树内预留的PrivateUse1 key等三种。一方面,由于CUDA软件栈的生态地位,部分硬件厂商(如AMD HIP和MetaX MACA)选择直接复用CUDA key,通过兼容CUDA API的方式最小化PyTorch使用者的代码迁移成本。这种方法的优点是可以直接复用CUDA代码的逻辑,厂商适配工作量较小,但为了发挥硬件的优势,需要对CUDA kernel等代码进行侵入式修改。另一方面,随着PrivateUse1接入机制的不断完善,越来越多的厂商(如Ascend NPU和Cambricon MLU)选择此种接入方式,这种方法的优点是对PyTorch侵入修改较少,但厂商适配工作量较大(如无法直接复用CUDA代码逻辑)。
本RFC提案旨在充分融合两者的优势,弥补相互之间的不足,先将CUDA代码解耦出来,形成相对独立的代码目录结构和编译单元;而后,逐步实现CUDA硬件后端、类CUDA硬件后端和其他架构硬件后端以统一的PrivateUse1机制接入PyTorch。 - ## **Highlights** (1人)袁孟雯 + 阐述CUDA代码分离工作的亮点 + - 将 CUDA 相关实现从主工程中抽离,降低 PyTorch 核心框架对 CUDA 的直接耦合,提升整体工程可维护性。 - 更清晰、统一的目录层级结构,提升可读性与可维护性,使开发者能快速定位并理解后端逻辑,降低新开发者参与的学习门槛,为长期维护和社区贡献者提供更友好的结构。 - 重写构建系统以支持 CUDA 后端独立编译,降低编译复杂度,实现更快的增量构建和更少的构建依赖。 - 统一设备后端架构风格,为后续支持更多第三方后端提供模板,降低集成门槛和时间成本,提升 PyTorch 后端接入的一致性与可插拔性。 ## **Motivation**(1人)祝贺 + What motivates this proposal and why is it important? How should users and developers think about this feature, how would it impact the way PyTorch is used? Explain impact and value of this feature - ## **Proposed Implementation** + This is the bulk of the RFC. Explain the design in enough detail for somebody familiar with PyTorch to understand, and for somebody familiar with the implementation to implement. This should get into specifics and corner-cases, and include examples of how the feature is used, and how it will interact with other features. Any new terminology should be defined here. Consider: -* using examples and diagrams to help illustrate your ideas. -* including code examples, if you're proposing an interface or system contract. -* linking to project briefs or wireframes that are relevant. +* using examples and diagrams to help illustrate your ideas. + +* including code examples, if you're proposing an interface or system contract. -* 代码分离(1人) 张靖 -

一、需要解耦的功能模块

+* linking to project briefs or wireframes that are relevant. + +* 代码分离(1人) 张靖 + +

一、需要解耦的功能模块

涉及到需要解耦的功能模块包括: @@ -83,12 +83,12 @@ Consider:

二、解耦方式

我们通过实践总结了以下四种解耦方式,这四种方式并不是独立的,而是相互照应、相互补充的。 +
decoupling

图1 解耦方式

-

(一)文件间解耦

解耦标准如下: @@ -97,7 +97,6 @@ Consider: 示例: - - `torch/backends/cuda` - `torch/backends/cudnn` - `torch/cuda` @@ -118,7 +117,6 @@ Consider: 示例: - - `torch/csrc/distributed/rpc/tensorpipe_cuda.cpp` - `torch/csrc/profiler/stubs/cuda.cpp` @@ -256,17 +254,15 @@ list(APPEND ATen_CUDA_CPP_SRCS ) ``` - -* 目录重构(1人) 张靖 -

三、目录重构

- +* 目录重构(1人) 张靖 + +

三、目录重构

catalogue

图2 目录重构

- cuda解耦出来后,原始目录参考第一节,除了nvidia(cuda),我们调研了[AMD(gpu)](https://github.com/ROCm/pytorch)、[Google(TPU)](https://github.com/pytorch/xla/tree/master)、[Intel(XPU)](https://github.com/intel/intel-extension-for-pytorch)、[Ascend(NPU)](https://gitee.com/ascend/pytorch)、[Cambricon(MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop)等多个超算卡厂商适配pytorch的方式,总结了各厂商适配PyTorch的代码目录结构、相似和特异性改动点,着重考虑到了以下因素:
1. Python/C++分层解耦
@@ -303,93 +299,108 @@ cuda解耦出来后,原始目录参考第一节,除了nvidia(cuda),我 -

四、编译工程优化

本方案针对PyTorch原生CUDA设备编译流程进行了以下关键性改进: - + - **编译逻辑解耦** 将CUDA编译系统从主框架解耦为独立工程,构建两大核心组件: - - `torch_cuda` + + - `torch_cuda` ▸ 设备抽象层与运行框架 ▸ 设备资源管理 ▸ 算子实现(原生/native、加速库/cuBLAS/cuDNN/linalg、自定义) - - - `torch_python_cuda` + + - `torch_python_cuda` ▸ 基于pybind11的Python-C++交互接口 ▸ 针对新设备的跨语言类型系统桥接层,实现设备后端与Python层的双向解耦 - + - **CMake工程化封装** 基于`tools.setup_helpers.cmake`封装`wrapped_cmake`构建工具: - - 标准化设备后端编译工具链 - - 实现:编译参数统一配置、环境自动初始化、编译器特性适配 - + + - 标准化设备后端编译工具链 + - 实现:编译参数统一配置、环境自动初始化、编译器特性适配 + - **模块化隔离架构** - - 分离出独立设备模块`_CUDAC.cpython-XX.so`,具备独立初始化链路 - - 统一新设备专用扩展构建器`torch.utils.cpp_extension.NewDeviceCppExtension`,实现编译环境与核心框架的物理隔离 - + + - 分离出独立设备模块`_CUDAC.cpython-XX.so`,具备独立初始化链路 + - 统一新设备专用扩展构建器`torch.utils.cpp_extension.NewDeviceCppExtension`,实现编译环境与核心框架的物理隔离 +                           ![编译架构对比](RFC-0039-assets/decouple_cuda_compiling_implementation.png)   _图4.1: 编译架构对比(左:原始架构,右:新架构)_ - - ## 优缺点(1人) 付泽伟 + ## **Metrics ** -理想情况下pytroch应该作为一种与硬件无关的深度学习框架,就像操作系统一样对于使用者屏蔽底层硬件实现细节,并提供经过抽象的和便于使用的接口,这些接口不应该涉及任何和底层硬件实现有关的信息。Pytorch自定义一套与底层硬件无关的硬件抽象层,统一差异化的硬件接口(集合通信),使上层系统组件无需关注具体硬件实现,同时方便各个硬件厂商对接自己的硬件。然而现实情况和上面有差异,主要是以下几点。 -1. 直接指定底层硬件 -实际在使用pytorch的时候,经常涉及到在代码中直接指定底层硬件的情况,例如torch.tensor([3,4]).cuda(),假如在切换到第三方硬件后,pytorch的用户还需要对代码做不通程度的修改,而且由于缺乏硬件抽象,对于第三方的接入使用没有强制性的规定,导致用户代码在切换不同的底层硬件时所做的的修改不完全一样,给代码的通用性带来了挑战。 -2. pytorch和cuda的强依赖 -pytorch源码中直接涉及到调用cuda的接口,这导致了新的cuda版本发布后,需要等pytorch官方适配,pytorch此外代码中充斥了对cuda头文件的引用,需要通过设置对应的环境变量加以屏蔽,不便于用户理解。 -3. 第三方硬件接入困难 -目前pytorch提供了privateuse1的DispatechKey,为开发者提供了一种扩展硬件的方式,然后在厂商的实际使用中还是存在问题,例如1.无法同时接入两个不同的后端,2.代码的侵入性强,需要在Pytorch框架层面修改核心组件例如(storage模块,device manange模块),这导致与官方代码的耦合度高,而且无法跟随Pytorch的版本自动升级。 -我们提出的cuda代码抽象分离方案就是在看到以上问题的基础上提出的,主要具有以下的优点: -1. 对使用者屏蔽底层硬件实现 -我们自定义了一套对底层的硬件抽象层,规定了在接入第三方硬件时应该实现的接口和调用规则,在用户使用层面,用户不用直接使用cuda这样的关键字,我们自定义了一套通用的关键字(cuda对应pu1,nccl对应pccl),底层硬件改变后对用户是无感的,用户不用频繁修改代码,真正做到一套代码全平台运行。 -2. 解除pytorch和cuda代码的强依赖 -我们将cuda设备视为一个和第三方硬件一样的可接入的硬件,对cuda设备的接入方式和所有第三方硬件一致,并从pytorch代码中删除了对cuda的依赖,这样pytorch的版本升级不用和cuda升级同步,给双方留下的最大的灵活性。 -3. 方便接入第三方硬件 -以往的第三方硬件接入过程中,各个厂商分别实现接入代码,导致代码臃肿和功能重复,现在我们提供了硬件抽象层的基类实现,一些通用的功能已经实现完毕,并预留出了和硬件强相关的接口,各个厂商只需要按照要求实现这些接口即可实现硬件接入pytorch。由于通用了代码,当框架代码升级时第三方硬件也能自动享受框架升级带来的性能提升。 +理想情况下pytroch应该作为一种与硬件无关的深度学习框架,就像操作系统一样对于使用者屏蔽底层硬件实现细节,并提供经过抽象的和便于使用的接口,这些接口不应该涉及任何和底层硬件实现有关的信息。Pytorch自定义一套与底层硬件无关的硬件抽象层,统一差异化的硬件接口(集合通信),使上层系统组件无需关注具体硬件实现,同时方便各个硬件厂商对接自己的硬件。然而现实情况和上面有差异,主要是以下几点。 +1. 直接指定底层硬件 + 实际在使用pytorch的时候,经常涉及到在代码中直接指定底层硬件的情况,例如torch.tensor([3,4]).cuda(),假如在切换到第三方硬件后,pytorch的用户还需要对代码做不通程度的修改,而且由于缺乏硬件抽象,对于第三方的接入使用没有强制性的规定,导致用户代码在切换不同的底层硬件时所做的的修改不完全一样,给代码的通用性带来了挑战。 +2. pytorch和cuda的强依赖 + pytorch源码中直接涉及到调用cuda的接口,这导致了新的cuda版本发布后,需要等pytorch官方适配,pytorch此外代码中充斥了对cuda头文件的引用,需要通过设置对应的环境变量加以屏蔽,不便于用户理解。 +3. 第三方硬件接入困难 + 目前pytorch提供了privateuse1的DispatechKey,为开发者提供了一种扩展硬件的方式,然后在厂商的实际使用中还是存在问题,例如1.无法同时接入两个不同的后端,2.代码的侵入性强,需要在Pytorch框架层面修改核心组件例如(storage模块,device manange模块),这导致与官方代码的耦合度高,而且无法跟随Pytorch的版本自动升级。 + 我们提出的cuda代码抽象分离方案就是在看到以上问题的基础上提出的,主要具有以下的优点: +4. 对使用者屏蔽底层硬件实现 + 我们自定义了一套对底层的硬件抽象层,规定了在接入第三方硬件时应该实现的接口和调用规则,在用户使用层面,用户不用直接使用cuda这样的关键字,我们自定义了一套通用的关键字(cuda对应pu1,nccl对应pccl),底层硬件改变后对用户是无感的,用户不用频繁修改代码,真正做到一套代码全平台运行。 +5. 解除pytorch和cuda代码的强依赖 + 我们将cuda设备视为一个和第三方硬件一样的可接入的硬件,对cuda设备的接入方式和所有第三方硬件一致,并从pytorch代码中删除了对cuda的依赖,这样pytorch的版本升级不用和cuda升级同步,给双方留下的最大的灵活性。 +6. 方便接入第三方硬件 + 以往的第三方硬件接入过程中,各个厂商分别实现接入代码,导致代码臃肿和功能重复,现在我们提供了硬件抽象层的基类实现,一些通用的功能已经实现完毕,并预留出了和硬件强相关的接口,各个厂商只需要按照要求实现这些接口即可实现硬件接入pytorch。由于通用了代码,当框架代码升级时第三方硬件也能自动享受框架升级带来的性能提升。 ## **Drawbacks ** + Are there any reasons why we should not do this? Here we aim to evaluate risk and check ourselves. Please consider: + * is it a breaking change? * Impact on UX * implementation cost, both in terms of code size and complexity * integration of this feature with other existing and planned features - ## **Alternatives** 洪泓 + What other designs have been considered? What is the impact of not doing this? -in-tree -out-of-tree (cuda key, pu1 key) + +代码有以下两种放置方案: + +1. in-tree + +在Pytorch代码下新建目录pytorch/third_device/torch_cuda放入分离后代码,编译过程融 入Pytorch编译中,编译前通过patch形式对Pytorch原生代码进行修改,可以无缝集成到 PyTorch 生态系统中,和PyTorch进行同步开发和版本更新,安全性和稳定性更高,兼容性好,不需要再进行额外的代码适配和测试。 + +2. out-of-tree + +不将代码直接集成到主代码库中,新建仓库对代码独立进行编译和维护,使用时以插件形式接入Pytorch,不对Pytorch原生代码进行侵入式修改,可以提高代码灵活性并降低代码维护成本,开发者可以在不影响主项目的情况下,自由地进行代码改进、修复漏洞和添加新功能,实现快速迭代和测试。 ## **Prior Art**(1人) 崔巍 + Discuss prior art (both good and bad) in relation to this proposal: + * Does this feature exist in other libraries? What experience has their community had? * What lessons can be learned from other implementations of this feature? * Published papers or great posts that discuss this - ## **How we teach this** + * What names and terminology work best for these concepts and why? How is this idea best presented? * Would the acceptance of this proposal mean the PyTorch documentation must be re-organized or altered? * How should this feature be taught to existing PyTorch users? - ## **Unresolved questions** + * What parts of the design do you expect to resolve through the RFC process before this gets merged? * What parts of the design do you expect to resolve through the implementation of this feature before stabilization? * What related issues do you consider out of scope for this RFC that could be addressed in the future independently of the solution that comes out of this RFC? - ## Resolution + We decided to do it. X% of the engineering team actively approved of this change. ### Level of Support + Choose one of the following: + * 1: Overwhelming positive feedback. * 2: Positive feedback. * 3: Majority Acceptance, with conflicting Feedback. @@ -398,18 +409,18 @@ Choose one of the following: * 6: RFC Rejected. * 7: RFC Rejected, with Conflicting Feedback. - #### Additional Context -Some people were in favor of it, but some people didn’t want it for project X. +Some people were in favor of it, but some people didn’t want it for project X. ### Next Steps(1人)侯丽亚 -Will implement it. +Will implement it. #### Tracking issue - + #### Exceptions + Not implementing on project X now. Will revisit the decision in 1 year. From df80461c329498953ebdbb1463e2ee9ee7bb281e Mon Sep 17 00:00:00 2001 From: leibor <84162319+leiborzhu@users.noreply.github.com> Date: Tue, 15 Jul 2025 14:48:02 +0800 Subject: [PATCH 17/42] add motivation --- RFC-0039-decouple-cuda-codes.md | 14 +++++++++++--- 1 file changed, 11 insertions(+), 3 deletions(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index 7c7f540f..e275923f 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -44,9 +44,17 @@ A short paragraph or bullet list that quickly explains what you're trying to do. ## **Motivation**(1人)祝贺 -What motivates this proposal and why is it important? -How should users and developers think about this feature, how would it impact the way PyTorch is used? -Explain impact and value of this feature +传统上,NVIDIA GPU与CUDA架构长期作为PyTorch生态中唯一的并行计算解决方案。随着越来越多的厂家推出自己的高效能计算设备,如寒武纪MLU、Graphcore IPU等,当前生态暴露出以下关键问题: +- 重复开发成本:各厂商独立开发设备适配层,导致重复编写 +- 接口碎片化:不同硬件平台的API命名规则与实现方式差异显著,迫使用户维护多套设备专用代码。 +- 操作复杂性:尽管部分厂商通过PrivateUse1机制实现基础接入,但设备管理语义与算子命名仍未统一 +这种生态分裂现状与PyTorch硬件无关性的设计理念产生直接冲突,导致跨平台模型部署效率低下、硬件依赖性的研究复现困难、新型计算架构接入成本居高不下。 + +该方案的贡献: +- 抽象与标准化:对现有不同厂商的适配代码进行全面梳理,提取共性,将适配代码的命名和架构统一至PrivateUse1标准下,确保从前端到后端的一致性,减少不必要的重命名步骤。最终,让人工智能模型开发者在对设备无感的情况下使用pytorch。 +- 代码复用与通用性提升:通过详细的调用栈分析,识别并抽象出如设备管理(device)、流(stream)管理、事件(event)处理等通用组件,形成一套统一的接口规范。这样,各厂商仅需关注实现这些通用接口的底层硬件特定逻辑,大幅降低适配成本和复杂度。 +- 简化接入流程:建立一套标准化的接入流程指南,指导新加入的厂商如何快速、高效地基于PrivateUse1标准实现其硬件适配,确保新适配代码的高效整合与兼容性。 +- 开源社区协作与生态建设:通过统一的适配模式,鼓励各厂商共享适配经验,促进技术交流,推动不同显卡生态在PyTorch框架中的成熟与发展,使得PyTorch不再是某几种GPU硬件设备的专利,而是成为高性能计算领域最通用的框架。 ## **Proposed Implementation** From 0078ebaf88daf4f6eee37d0552ca6556d4f9ca80 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=B4=94=E5=B7=8D?= Date: Tue, 15 Jul 2025 15:28:53 +0800 Subject: [PATCH 18/42] Prior Art --- RFC-0039-decouple-cuda-codes.md | 14 ++++++++++---- 1 file changed, 10 insertions(+), 4 deletions(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index e275923f..a29c7fb5 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -383,11 +383,17 @@ What other designs have been considered? What is the impact of not doing this? ## **Prior Art**(1人) 崔巍 -Discuss prior art (both good and bad) in relation to this proposal: +### 社区讨论 +* Issue #129027(“将部分公用 API 从 torch::cuda::initModule 提取到 torch::initModule”):讨论指出当前有一些仅与 CUDA 实现无关的公用功能(例如缓存张量开关、缓存张量管理等)被定义在 torch/csrc/cuda/Module.cpp 中解决思路是将这些与设备无关的 API 从 CUDA 初始化模块中抽取出来,放入通用的 torch 模块,以便其他设备也能复用 +* Issue #131881(“解耦部分通用 API 与 CUDA 构建”):与 #129027 类似,该提案关注将当前只能在启用 CUDA 时才暴露的通用 API(如 _set_storage_access_error_msg、_storage_Use_Count 等)移动到基础模块中问题描述中展示了一段 torch/csrc/cuda/Module.cpp 的注册代码片段,并建议“从 torch::cuda::initModule(module) 中移动到 torch::initModule()”,以实现功能与设备无关的解耦截至目前,这些讨论还处于提案阶段,主要体现了社区对将 CUDA 相关代码拆分为通用层的需求。 -* Does this feature exist in other libraries? What experience has their community had? -* What lessons can be learned from other implementations of this feature? -* Published papers or great posts that discuss this +### 第三方厂商实践 + +* 寒武纪 (Cambricon):寒武纪推出了名为 CATCH 的 PyTorch 扩展包,以支持 Cambricon MLU 设备CATCH 是独立于主 PyTorch 发行版的包,通过对原生 PyTorch 源码应用补丁(patch)的方式将寒武纪专用后端集成进去具体做法是在 PyTorch Extension 机制下,将 Cambricon 设备的 Aten 算子封装在 CATCH 中,然后借助补丁把这些算子注册到原生 PyTorch 的算子注册框架中Cambricon 的构建流程使用 CMake 脚本和 Docker 容器管理,CATCH 自身包含多卡训练和 TorchScript 图融合的支持,已实现对 MLU370 等硬件的训练/推理支持通过这种方式,PyTorch 编译时引入了 MLU 相关代码(如新增 MLU 设备类型和对应算子注册),在运行时可以选择使用 MLU 设备进行计算(类似 device="mlu")。目前 CATCH 已能在开启补丁的 PyTorch 上支持多卡训练和 TorchScript 模式下的融合推理,但尚未形成通用动态多后端加载机制,通常需要使用特定配置的 PyTorch 二进制(带 MLU 补丁的版本)来运行。 + +* 摩尔线程 (MooreThreads):摩尔线程提供了名为 torch_musa 的 PyTorch 插件包,通过 “插件化” 的方式支持其 MUSA GPU。该项目以扩展包形式发行,官方描述“以 plug-in 方式开发,使 torch_musa 与 PyTorch 解耦”实现原理是利用 PyTorch 的 PrivateUse1 设备键(PrivateUse1 预留给第三方硬件)注册“MUSA”设备类型,并通过文本转换和自定义编译工具链将 CUDA 代码适配到 MUSA。具体包括使用自研的 MUSAExtension(类似于 CUDAExtension)来构建本地扩展、使用 SimplePorting 等工具将 .cu 文件中的 cuda 替换为 musa、将依赖如 cublas 替换为 MUSA 对应的库等构建时需依赖摩尔线程提供的 MUSA 编译器(mcc)和 SDK,并可通过其脚本自动下载并编译改造后的 PyTorch 和 torch_musa。使用 torch_musa 后,用户可以像使用 CUDA 一样使用 MUSA 设备(相同的 API 调用格式),且兼容原生 PyTorch 的编程习惯实践效果方面,torch_musa 提供了对 MUSA GPU 的张量计算支持,并且声明了“实现了 CUDA 兼容性,大大减少新算子适配的工作量”目前 torch_musa 已有多个版本的轮子和源码发布,支持在不修改上层模型代码的前提下使用 MUSA 设备进行训练和推理;动态多后端切换方面,可通过设置不同的 torch.device("cuda") 或 torch.device("musa") 来选择对应硬件,但底层需要先行安装并加载相应插件版本的 PyTorch。 + +- 总体而言,Cambricon 和摩尔线程都通过插件式、补丁式改造方式实现了 CUDA 编译逻辑的拆分:前者需要维护带补丁的 PyTorch 分支,后者则在保持主 PyTorch 源兼容的基础上提供独立扩展包,两者都在实践中支持了各自设备的动态加载与调用。 ## **How we teach this** From 0f79d3f7e3824bba2557e4fcaf75fa43c1f7fc3d Mon Sep 17 00:00:00 2001 From: liyagit21 <2570058140@qq.com> Date: Mon, 21 Jul 2025 09:37:40 +0800 Subject: [PATCH 19/42] Update RFC-0039-decouple-cuda-codes.md Add next steps --- RFC-0039-decouple-cuda-codes.md | 29 +++++++++++++++++++++++++++++ 1 file changed, 29 insertions(+) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index a29c7fb5..4124b24b 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -431,10 +431,39 @@ Some people were in favor of it, but some people didn’t want it for project X. Will implement it. +Phase 1: 代码解耦与目录重构 (预计周期: 2个月) + +1. 核心模块解耦 + - 完成 `aten/src/ATen/cuda` 和 `c10/cuda` 的代码分离,建立独立编译单元 + - 重构 `torch/csrc/cuda` 的 Python-C++ 绑定层,确保与核心框架解耦 + - 验证分布式 (`distributed/c10d/cuda`) 和性能分析 (`profiler/stubs/cuda`) 模块的插件化可行性 +2. 目录结构调整 + - 迁移 CUDA 相关代码至新目录结构(如 `csrc/framework/cuda`) + - 标准化 backends/ 下的 Python 接口,统一命名规范(如 `torch.backends.pu1` 替代 `torch.backends.cuda`) +3. 构建系统适配 + - 实现 torch_cuda 和 torch_python_cuda 的独立 CMake 工程 + - 统一新设备专用扩展构建器 `torch.utils.cpp_extension.NewDeviceCppExtension` ,支持多后端编译隔离 + +Phase 2: 兼容性测试与第三方硬件接入 (预计周期: 1个月) + +1. 向后兼容性保障 + - 维护 torch.cuda.* 的临时别名,通过 Deprecation Warning 引导用户迁移至 torch.pu1.* + - 测试现有 CUDA 模型的兼容性(重点验证 is_cuda() 等调用的替换逻辑) + - 编写《硬件后端接入指南》 +2. 第三方厂商协作 + - 与 moer 等厂商合作,验证 PrivateUse1 接入路径的可行性 + - 编写《硬件后端接入指南》 + #### Tracking issue +* 主跟踪任务: #[GitHub Issue Number] +* 子任务拆分: + - 代码解耦: #[Sub-Issue 1] + - 构建系统: #[Sub-Issue 2] + - 文档更新: #[Sub-Issue 3] + #### Exceptions Not implementing on project X now. Will revisit the decision in 1 year. 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zSRZUwz{+MofcgqBq+!kc?@ctKhX1j<)++Gd+ipbVFaLWbjcD_KEV2FXp8~4B`uX2u r`adV}zt;4>Ch`Avlu)=l9=iNvp3EmVdCtR{pl#LX8j47H^Y{NBq-tE; literal 0 HcmV?d00001 diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index 4124b24b..8c965aad 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -20,18 +20,25 @@ -# Decouple CUDA Codes +# **CUDA code decoupling and directory restructuring** **Authors:** - -* @nickname -* @nickname +- @ywwbill +- @bjtuwjx +- @jinghere11 +- @bithighrr +- @treestreamymw +- @liyagit21 +- @崔巍 +- @leiborzhu +- @Fuzewei +- @hhong ## **Summary** (1人)王家喜 A short paragraph or bullet list that quickly explains what you're trying to do.
-目前,第三方硬件后端接入PyTorch的方式主要包括复用CUDA key和代码逻辑、利用树内预定义的key(如Intel XPU)和部分代码以及利用树内预留的PrivateUse1 key等三种。一方面,由于CUDA软件栈的生态地位,部分硬件厂商(如AMD HIP和MetaX MACA)选择直接复用CUDA key,通过兼容CUDA API的方式最小化PyTorch使用者的代码迁移成本。这种方法的优点是可以直接复用CUDA代码的逻辑,厂商适配工作量较小,但为了发挥硬件的优势,需要对CUDA kernel等代码进行侵入式修改。另一方面,随着PrivateUse1接入机制的不断完善,越来越多的厂商(如Ascend NPU和Cambricon MLU)选择此种接入方式,这种方法的优点是对PyTorch侵入修改较少,但厂商适配工作量较大(如无法直接复用CUDA代码逻辑)。
-本RFC提案旨在充分融合两者的优势,弥补相互之间的不足,先将CUDA代码解耦出来,形成相对独立的代码目录结构和编译单元;而后,逐步实现CUDA硬件后端、类CUDA硬件后端和其他架构硬件后端以统一的PrivateUse1机制接入PyTorch。 +目前,第三方硬件后端接入PyTorch的方式主要包括复用CUDA key和代码逻辑、利用树内预定义的key(如AMD HIP和Intel XPU)和部分代码以及利用树内预留的PrivateUse1 key等三种。一方面,由于CUDA软件栈的生态地位,部分硬件厂商(如Kunlunxin XPU和MetaX MACA)选择直接复用CUDA key,通过兼容CUDA API的方式最小化PyTorch使用者的代码迁移成本。这种方法的优点是可以直接复用CUDA代码的逻辑,厂商适配工作量较小,但为了发挥硬件的优势,需要对CUDA kernel等代码进行侵入式修改。另一方面,随着PrivateUse1接入机制的不断完善,越来越多的厂商(如Ascend NPU和Cambricon MLU)选择此种接入方式,这种方法的优点是对PyTorch侵入修改较少,但厂商适配工作量较大(如无法直接复用CUDA代码逻辑)。
+本RFC提案旨在充分融合两者的优势,弥补相互之间的不足,先将CUDA代码解耦出来,形成相对独立的代码目录结构和编译单元;而后,逐步实现CUDA硬件后端、类CUDA硬件后端和其他架构硬件后端以统一的机制接入PyTorch。 ## **Highlights** (1人)袁孟雯 @@ -67,80 +74,58 @@ Consider: * including code examples, if you're proposing an interface or system contract. * linking to project briefs or wireframes that are relevant. - -* 代码分离(1人) 张靖 -

一、需要解耦的功能模块

- -涉及到需要解耦的功能模块包括: - -```markdown -├── aten # Tensor ops相关代码 -├── c10/cuda # 设备管理核心代码 -├── caffe2 # torch和caffe2合并的遗留文件夹,当前仅需保留CMakeLists.txt,用于编译和连接aten和c10的源文件 -├── torch/cuda # Python端接口 -├── torch/backends # PyTorch硬件后端Python接口 -├── torch/csrc/cuda # 主要是Python端和C++端的pybind -├── torch/csrc/distributed # distributed底层实现代码 -├── torch/csrc/jit # jit底层实现代码 -├── torch/csrc/profiler # profiler底层实现代码 -├── torch/csrc/dynamo # dynamo底层实现代码 -└── torch/csrc/inductor # inductor底层实现代码 -``` - -

二、解耦方式

+### 需要解耦的功能模块 -我们通过实践总结了以下四种解耦方式,这四种方式并不是独立的,而是相互照应、相互补充的。 +纵观PyTorch代码仓库,CUDA相关代码分散放置在多个目录下。这些目录涉及PyTorch不同的功能模块,具体如下图所示:
- decoupling -

图1 解耦方式

+ CUDA-related-dirs +

Fig. 1 CUDA related directories and their functionalities

-

(一)文件间解耦

+我们的主要工作是将以上CUDA相关代码从各个目录剥离出来,并放置在一个重组和优化后的目录结构之下。 -解耦标准如下: +### 解耦方式 -
1. 文件夹名称包含 `cuda``cudnn``THC` 关键字。
+我们通过实践总结了以下四种解耦方式,也即文件间解耦、文件内解耦、补充编译有依赖的文件、根据编译文件功能模块划分。值得说明的是,这四种方式并不是独立的,而是相互联系且互为补充的。 -示例: +#### 文件间解耦 -- `torch/backends/cuda` -- `torch/backends/cudnn` -- `torch/cuda` -- `aten/src/ATen/cuda` -- `aten/src/ATen/cudnn` -- `aten/src/ATen/native/cuda` -- `aten/src/ATen/native/cudnn` -- `aten/src/ATen/native/nested/cuda` -- `aten/src/ATen/native/quantized/cuda` -- `aten/src/ATen/native/quantized/cudnn` -- `aten/src/ATen/native/sparse/cuda` -- `aten/src/ATen/native/transformers/cuda` -- `aten/src/THC` -- `torch/csrc/cuda` -- `torch/csrc/distributed/c10d/cuda` +解耦标准如下: -
2. 文件名包含 `cuda``cudnn``THC` 关键字。
+- 文件夹名称包含 `cuda`、`cudnn`、`THC` 关键字。示例: -示例: + - `torch/backends/cuda` + - `torch/backends/cudnn` + - `torch/cuda` + - `aten/src/ATen/cuda` + - `aten/src/ATen/cudnn` + - `aten/src/ATen/native/cuda` + - `aten/src/ATen/native/cudnn` + - `aten/src/ATen/native/nested/cuda` + - `aten/src/ATen/native/quantized/cuda` + - `aten/src/ATen/native/quantized/cudnn` + - `aten/src/ATen/native/sparse/cuda` + - `aten/src/ATen/native/transformers/cuda` + - `aten/src/THC` + - `torch/csrc/cuda` + - `torch/csrc/distributed/c10d/cuda` -- `torch/csrc/distributed/rpc/tensorpipe_cuda.cpp` -- `torch/csrc/profiler/stubs/cuda.cpp` +- 文件名包含`cuda`、`cudnn`、`THC` 关键字。示例: -
3. 后缀名是 `.cu``.cuh`
+ - `torch/csrc/distributed/rpc/tensorpipe_cuda.cpp` + - `torch/csrc/profiler/stubs/cuda.cpp` -示例: +- 后缀名是 `.cu`、`.cuh`。示例: -- `torch/csrc/distributed/c10d/quantization/quantization_gpu.cu` + - `torch/csrc/distributed/c10d/quantization/quantization_gpu.cu` -

(二)文件内解耦

+#### 文件内解耦 有些cuda代码直接和torch代码耦合在一个文件内,通过环境变量、宏定义或者设备判断等隔离。 -
1. 包含 CUDA 相关的环境变量判断
- -示例: +- 包含 CUDA 相关的环境变量判断. 示例: ```cpp #if defined(__CUDA_ARCH__) 存在于下列文件 @@ -157,15 +142,13 @@ torch/csrc/inductor/aoti_runner/pybind.cpp torch/csrc/jit ``` -
2. 文件内包含 CUDA 相关宏定义
+- 文件内包含 CUDA 相关宏定义 -+ `TORCH_CUDA_CU_API` -+ `TORCH_CUDA_CPP_API` -+ `TORCH_CUDA_CHECK` + - `TORCH_CUDA_CU_API` + - `TORCH_CUDA_CPP_API` + - `TORCH_CUDA_CHECK` -
3. 文件内包含 is_cuda、kCUDA、“cuda”等
- -示例: +- 文件内包含 is_cuda、kCUDA、“cuda”等.示例: ```cpp static CUDAHooksInterface* cuda_hooks = nullptr; @@ -174,47 +157,35 @@ xxtensor.device().type() == at::kCUDA register_cuda_runner("cuda", &create_aoti_runner_cuda) ``` -

(三)补充编译有依赖的文件

- -为了独立编译CUDA,CUDA编译需要依赖的文件也做了解耦。 +#### 补充编译有依赖的文件 -需要补充的文件类型包括: +为了独立编译CUDA,CUDA编译需要依赖的文件也做了解耦。需要补充的文件类型包括: -
1. `*.h``*.hpp` 头文件。
+- `*.h`、`*.hpp` 头文件。示例: -示例: + - torch/csrc/autograd/functions/comm.h -torch/csrc/autograd/functions/comm.h +- 配置文件。示例: -
2. 配置文件。
+ - aten/src/ATen/ATenConfig.cmake.in + - aten/src/ATen/Config.h.in + - aten/src/ATen/native/native_functions.yaml + - aten/src/ATen/native/tags.yaml + - aten/src/ATen/native/ts_native_functions.yaml -示例: +- 模板文件。示例: -aten/src/ATen/ATenConfig.cmake.in -aten/src/ATen/Config.h.in -aten/src/ATen/native/native_functions.yaml -aten/src/ATen/native/tags.yaml -aten/src/ATen/native/ts_native_functions.yaml + - aten/src/ATen/templates -
3. 模板文件。
+- 打桩文件。示例: -示例: + - torch/csrc/stub.c -aten/src/ATen/templates +#### 根据编译文件功能模块划分 -
4. 打桩文件。
+有助于查漏补缺、去除冗余代码。 -示例: - -torch/csrc/stub.c - -

(四)根据编译文件功能模块划分

- -有助于查漏补缺、去除冗余代码。 - -示例 1: - -通过build_variables.bzl中文件划分解耦 distributed 模块 CUDA 相关代码 +- 示例 1:通过build_variables.bzl中文件划分解耦 distributed 模块 CUDA 相关代码 ```cpp # These files are the only ones that are supported on Windows. @@ -244,9 +215,7 @@ libtorch_cuda_distributed_extra_sources = [ libtorch_cuda_distributed_sources = libtorch_cuda_distributed_base_sources + libtorch_cuda_distributed_extra_sources ``` -示例 2: - -根据aten\src\ATen\CMakeLists.txt中文件划分添加aten\src\ATen\native\miopen代码 +- 示例 2:根据aten\src\ATen\CMakeLists.txt中文件划分添加aten\src\ATen\native\miopen代码 ```cpp list(APPEND ATen_CUDA_CPP_SRCS @@ -261,10 +230,7 @@ list(APPEND ATen_CUDA_CPP_SRCS ${native_transformers_cuda_cpp} ) ``` - -* 目录重构(1人) 张靖 - -

三、目录重构

+### 目录重构
catalogue @@ -273,21 +239,21 @@ list(APPEND ATen_CUDA_CPP_SRCS cuda解耦出来后,原始目录参考第一节,除了nvidia(cuda),我们调研了[AMD(gpu)](https://github.com/ROCm/pytorch)、[Google(TPU)](https://github.com/pytorch/xla/tree/master)、[Intel(XPU)](https://github.com/intel/intel-extension-for-pytorch)、[Ascend(NPU)](https://gitee.com/ascend/pytorch)、[Cambricon(MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop)等多个超算卡厂商适配pytorch的方式,总结了各厂商适配PyTorch的代码目录结构、相似和特异性改动点,着重考虑到了以下因素: -
1. Python/C++分层解耦
+1. Python/C++分层解耦 通过物理隔离Python层(core/、backends/)和C++层(csrc/),明确区分接口定义与底层实现,降低代码耦合度。这样有助于Python层专注于业务逻辑和用户接口,而C++层则处理底层实现和性能优化。 -
2. 模块化独立插件
+2. 模块化独立插件 将distributed/、profiler/作为独立插件,与核心框架解耦,使得各个模块可以独立开发、测试和迭代,同时也便于第三方开发者根据需要选择性地集成或扩展某些功能。 -
3. 统一硬件适配框架
+3. 统一硬件适配框架 合并 `c10/cuda` 和 `caffe2` 为 `framework/`,形成统一的设备管理与资源调度层,降低了维护成本。 -
4. 目录重命名
+4. 目录重命名 -新的目录命名尽量直观地反映了其包含的内容和功能,例如 core 表示核心接口层,csrc 表示C++源代码,python 表示Python与C++的绑定层等,便于开发人员快速理解和导航项目代码。 +新的目录命名尽量直观地反映了其包含的内容和功能,例如 core 表示核心接口层,csrc 表示C++源代码,python 表示Python与C++的绑定层等,便于开发人员快速理解和导航项目代码。 最后,整理出的新的适配代码目录结构如下: @@ -305,9 +271,7 @@ cuda解耦出来后,原始目录参考第一节,除了nvidia(cuda),我 └── profiler/ # 性能分析模块(独立插件) ``` - - -

四、编译工程优化

+### 编译工程优化 本方案针对PyTorch原生CUDA设备编译流程进行了以下关键性改进: - **编译逻辑解耦** From a08256cc7250dc6c8b7621887c9b15fd80801620 Mon Sep 17 00:00:00 2001 From: Jiaxi Wang Date: Tue, 12 Aug 2025 12:02:47 +0800 Subject: [PATCH 21/42] revise fig insert --- RFC-0039-decouple-cuda-codes.md | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index 8c965aad..9df01f2d 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -296,9 +296,11 @@ cuda解耦出来后,原始目录参考第一节,除了nvidia(cuda),我 - 分离出独立设备模块`_CUDAC.cpython-XX.so`,具备独立初始化链路 - 统一新设备专用扩展构建器`torch.utils.cpp_extension.NewDeviceCppExtension`,实现编译环境与核心框架的物理隔离 - -                          ![编译架构对比](RFC-0039-assets/decouple_cuda_compiling_implementation.png) -  _图4.1: 编译架构对比(左:原始架构,右:新架构)_ + +
+ compiling +

图2 编译架构对比(左:原始架构,右:新架构)

+
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-Instructions - click to expand - -- Fork the rfcs repo: https://github.com/pytorch/rfcs -- Copy `RFC-0000-template.md` to `RFC-00xx-my-feature.md`, or write your own open-ended proposal. Put care into the details. -- Submit a pull request titled `RFC-00xx-my-feature`. - - Assign the `draft` label while composing the RFC. You may find it easier to use a WYSIWYG editor (like Google Docs) when working with a few close collaborators; feel free to use whatever platform you like. Ideally this document is publicly visible and is linked to from the PR. - - When opening the RFC for general discussion, copy your document into the `RFC-00xx-my-feature.md` file on the PR and assign the `commenting` label. -- Build consensus for your proposal, integrate feedback and revise it as needed, and summarize the outcome of the discussion via a [resolution template](https://github.com/pytorch/rfcs/blob/master/RFC-0000-template.md#resolution). - - If the RFC is idle here (no activity for 2 weeks), assign the label `stalled` to the PR. -- Once the discussion has settled, assign a new label based on the level of support: - - `accepted` if a decision has been made in the RFC - - `draft` if the author needs to rework the RFC’s proposal - - `shelved` if there are no plans to move ahead with the current RFC’s proposal. We want neither to think about evaluating the proposal - nor about implementing the described feature until some time in the future. -- A state of `accepted` means that the core team has agreed in principle to the proposal, and it is ready for implementation. -- The author (or any interested developer) should next open a tracking issue on Github corresponding to the RFC. - - This tracking issue should contain the implementation next steps. Link to this tracking issue on the RFC (in the Resolution > Next Steps section) -- Once all relevant PRs are merged, the RFC’s status label can be finally updated to `closed`. - -
- # **CUDA code decoupling and directory restructuring** **Authors:** @@ -35,22 +13,17 @@ - @hhong ## **Summary** (1人)王家喜 +目前,第三方硬件后端接入PyTorch的方式主要包括复用CUDA key和代码逻辑、利用树内预定义的key(如AMD HIP和Intel XPU)和部分代码以及利用树内预留的PrivateUse1 key等三种。一方面,由于CUDA软件栈的生态地位,部分硬件厂商(如Kunlunxin XPU和MetaX MACA)选择直接复用CUDA key,通过兼容CUDA API的方式最小化PyTorch使用者的代码迁移成本。这种方法的优点是可以直接复用CUDA代码的逻辑,厂商适配工作量较小,但为了发挥硬件的优势,需要对CUDA kernel等代码进行侵入式修改。另一方面,随着PrivateUse1接入机制的不断完善,越来越多的厂商(如Ascend NPU和Cambricon MLU)选择此种接入方式,这种方法的优点是对PyTorch侵入修改较少,但厂商适配工作量较大(如无法直接复用CUDA代码逻辑)。 -A short paragraph or bullet list that quickly explains what you're trying to do.
-目前,第三方硬件后端接入PyTorch的方式主要包括复用CUDA key和代码逻辑、利用树内预定义的key(如AMD HIP和Intel XPU)和部分代码以及利用树内预留的PrivateUse1 key等三种。一方面,由于CUDA软件栈的生态地位,部分硬件厂商(如Kunlunxin XPU和MetaX MACA)选择直接复用CUDA key,通过兼容CUDA API的方式最小化PyTorch使用者的代码迁移成本。这种方法的优点是可以直接复用CUDA代码的逻辑,厂商适配工作量较小,但为了发挥硬件的优势,需要对CUDA kernel等代码进行侵入式修改。另一方面,随着PrivateUse1接入机制的不断完善,越来越多的厂商(如Ascend NPU和Cambricon MLU)选择此种接入方式,这种方法的优点是对PyTorch侵入修改较少,但厂商适配工作量较大(如无法直接复用CUDA代码逻辑)。
本RFC提案旨在充分融合两者的优势,弥补相互之间的不足,先将CUDA代码解耦出来,形成相对独立的代码目录结构和编译单元;而后,逐步实现CUDA硬件后端、类CUDA硬件后端和其他架构硬件后端以统一的机制接入PyTorch。 ## **Highlights** (1人)袁孟雯 - -阐述CUDA代码分离工作的亮点 - - 将 CUDA 相关实现从主工程中抽离,降低 PyTorch 核心框架对 CUDA 的直接耦合,提升整体工程可维护性。 - 更清晰、统一的目录层级结构,提升可读性与可维护性,使开发者能快速定位并理解后端逻辑,降低新开发者参与的学习门槛,为长期维护和社区贡献者提供更友好的结构。 - 重写构建系统以支持 CUDA 后端独立编译,降低编译复杂度,实现更快的增量构建和更少的构建依赖。 - 统一设备后端架构风格,为后续支持更多第三方后端提供模板,降低集成门槛和时间成本,提升 PyTorch 后端接入的一致性与可插拔性。 ## **Motivation**(1人)祝贺 - 传统上,NVIDIA GPU与CUDA架构长期作为PyTorch生态中唯一的并行计算解决方案。随着越来越多的厂家推出自己的高效能计算设备,如寒武纪MLU、Graphcore IPU等,当前生态暴露出以下关键问题: - 重复开发成本:各厂商独立开发设备适配层,导致重复编写 - 接口碎片化:不同硬件平台的API命名规则与实现方式差异显著,迫使用户维护多套设备专用代码。 @@ -65,16 +38,6 @@ A short paragraph or bullet list that quickly explains what you're trying to do. ## **Proposed Implementation** -This is the bulk of the RFC. Explain the design in enough detail for somebody familiar with PyTorch to understand, and for somebody familiar with the implementation to implement. -This should get into specifics and corner-cases, and include examples of how the feature is used, and how it will interact with other features. Any new terminology should be defined here. -Consider: - -* using examples and diagrams to help illustrate your ideas. - -* including code examples, if you're proposing an interface or system contract. - -* linking to project briefs or wireframes that are relevant. - ### 需要解耦的功能模块 纵观PyTorch代码仓库,CUDA相关代码分散放置在多个目录下。这些目录涉及PyTorch不同的功能模块,具体如下图所示: @@ -88,11 +51,11 @@ Consider: ### 解耦方式 -我们通过实践总结了以下四种解耦方式,也即文件间解耦、文件内解耦、补充编译有依赖的文件、根据编译文件功能模块划分。值得说明的是,这四种方式并不是独立的,而是相互联系且互为补充的。 +从代码来源而言,CUDA代码解耦主要包含文件间解耦和文件内解耦等两大类型。顾名思义,文件间解耦即是将包含CUDA代码的整个源文件从原目录迁移到新目录;而文件内解耦则主要针对包含CPU/CUDA/HIP/XPU等混合代码的文件,将文件中的CUDA代码进行分离,并将这些代码作为新的源文件或插入已有的源文件并迁移到新目录下。 #### 文件间解耦 -解耦标准如下: +文件级别的CUDA代码解耦可以借助文件夹名、文件名或文件名后缀来进行。 - 文件夹名称包含 `cuda`、`cudnn`、`THC` 关键字。示例: @@ -121,73 +84,11 @@ Consider: - `torch/csrc/distributed/c10d/quantization/quantization_gpu.cu` -#### 文件内解耦 +事实上,在代码仓的构建配置文件中(如`CMakeLists.txt`和`*.bzl`),已经很好地对部分文件级别的CUDA代码进行了归类。因此,我们也可以利用这些构建配置文件来对文件级别的CUDA代码解耦进行查缺补漏。 -有些cuda代码直接和torch代码耦合在一个文件内,通过环境变量、宏定义或者设备判断等隔离。 - -- 包含 CUDA 相关的环境变量判断. 示例: - -```cpp -#if defined(__CUDA_ARCH__) 存在于下列文件 -torch/csrc/aten/native/Distributions.h - -#if defined(__CUDACC__) 存在于下列文件 -torch/csrc/aten/native/sparse/Macros.h - -#ifdef USE_CUDA 存在于下列文件或者文件夹 -caffe2/CMakeLists.txt -torch/csrc/Storage.cpp -torch/csrc/dynamo/guards.cpp -torch/csrc/inductor/aoti_runner/pybind.cpp -torch/csrc/jit -``` - -- 文件内包含 CUDA 相关宏定义 - - - `TORCH_CUDA_CU_API` - - `TORCH_CUDA_CPP_API` - - `TORCH_CUDA_CHECK` - -- 文件内包含 is_cuda、kCUDA、“cuda”等.示例: - -```cpp -static CUDAHooksInterface* cuda_hooks = nullptr; -xxtensor.is_cuda() -xxtensor.device().type() == at::kCUDA -register_cuda_runner("cuda", &create_aoti_runner_cuda) -``` - -#### 补充编译有依赖的文件 - -为了独立编译CUDA,CUDA编译需要依赖的文件也做了解耦。需要补充的文件类型包括: - -- `*.h`、`*.hpp` 头文件。示例: - - - torch/csrc/autograd/functions/comm.h - -- 配置文件。示例: - - - aten/src/ATen/ATenConfig.cmake.in - - aten/src/ATen/Config.h.in - - aten/src/ATen/native/native_functions.yaml - - aten/src/ATen/native/tags.yaml - - aten/src/ATen/native/ts_native_functions.yaml - -- 模板文件。示例: - - - aten/src/ATen/templates - -- 打桩文件。示例: +- 示例 1:通过`build_variables.bzl`中文件划分解耦 distributed 模块 CUDA 相关代码 - - torch/csrc/stub.c - -#### 根据编译文件功能模块划分 - -有助于查漏补缺、去除冗余代码。 - -- 示例 1:通过build_variables.bzl中文件划分解耦 distributed 模块 CUDA 相关代码 - -```cpp +```cmake # These files are the only ones that are supported on Windows. libtorch_cuda_distributed_base_sources = [ "torch/csrc/distributed/c10d/reducer_cuda.cpp", @@ -215,9 +116,9 @@ libtorch_cuda_distributed_extra_sources = [ libtorch_cuda_distributed_sources = libtorch_cuda_distributed_base_sources + libtorch_cuda_distributed_extra_sources ``` -- 示例 2:根据aten\src\ATen\CMakeLists.txt中文件划分添加aten\src\ATen\native\miopen代码 +- 示例 2:根据`aten\src\ATen\CMakeLists.txt`中文件划分添加`aten\src\ATen\native\miopen`代码 -```cpp +```cmake list(APPEND ATen_CUDA_CPP_SRCS ${cuda_cpp} ${native_cuda_cpp} @@ -230,46 +131,80 @@ list(APPEND ATen_CUDA_CPP_SRCS ${native_transformers_cuda_cpp} ) ``` + +#### 文件内解耦 +有些cuda代码直接和torch代码耦合在一个文件内,通过环境变量、宏定义或者设备判断等隔离。 +- 包含`CUDA`相关的环境变量判断. 示例: + - `#if defined(__CUDA_ARCH__)` 存在于下列文件 + - `torch/csrc/aten/native/Distributions.h` + - `#if defined(__CUDACC__)` 存在于下列文件 + - `torch/csrc/aten/native/sparse/Macros.h` + - `#ifdef USE_CUDA` 存在于下列文件或者文件夹 + - `caffe2/CMakeLists.txt` + - `torch/csrc/Storage.cpp` + - `torch/csrc/dynamo/guards.cpp` + - `torch/csrc/inductor/aoti_runner/pybind.cpp` + - `torch/csrc/jit` + +- 文件内包含`CUDA`相关宏定义 + - `TORCH_CUDA_CU_API` + - `TORCH_CUDA_CPP_API` + - `TORCH_CUDA_CHECK` + +- 文件内包含 `is_cuda`、`kCUDA`、`cuda`等.示例: +```cpp +static CUDAHooksInterface* cuda_hooks = nullptr; +xxtensor.is_cuda() +xxtensor.device().type() == at::kCUDA +register_cuda_runner("cuda", &create_aoti_runner_cuda) +``` + +此外,为了独立编译CUDA,CUDA编译需要依赖的文件也需要进行解耦或迁移。需要补充的文件类型包括: + +- `*.h`、`*.hpp` 头文件。示例: + - `torch/csrc/autograd/functions/comm.h` + +- 配置文件。示例: + - `aten/src/ATen/ATenConfig.cmake.in` + - `aten/src/ATen/Config.h.in` + - `aten/src/ATen/native/native_functions.yaml` + - `aten/src/ATen/native/tags.yaml` + - `aten/src/ATen/native/ts_native_functions.yaml` + +- 模板文件。示例: + - `aten/src/ATen/templates` + +- 打桩文件。示例: + - `torch/csrc/stub.c` + ### 目录重构 +CUDA代码解耦出来后,下一步便是要将其重新组织到新的目录结构下。在目录重构方面,我们首先调研了[AMD(gpu)](https://github.com/ROCm/pytorch)、[Google(TPU)](https://github.com/pytorch/xla/tree/master)、[Intel(XPU)](https://github.com/intel/intel-extension-for-pytorch)、[Ascend(NPU)](https://gitee.com/ascend/pytorch)、[Cambricon(MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop)等多个超算卡厂商适配pytorch的方式,分析了各厂商适配PyTorch的代码目录结构、相似和特异性改动点。在此基础上,我们对Fig. 1所示的CUDA代码目录结构重构如Fig. 2所示。 +
- catalogue -

图2 目录重构

+ restructured-dirs +

Fig. 2 Restructured directories for CUDA codes

-cuda解耦出来后,原始目录参考第一节,除了nvidia(cuda),我们调研了[AMD(gpu)](https://github.com/ROCm/pytorch)、[Google(TPU)](https://github.com/pytorch/xla/tree/master)、[Intel(XPU)](https://github.com/intel/intel-extension-for-pytorch)、[Ascend(NPU)](https://gitee.com/ascend/pytorch)、[Cambricon(MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop)等多个超算卡厂商适配pytorch的方式,总结了各厂商适配PyTorch的代码目录结构、相似和特异性改动点,着重考虑到了以下因素: - -1. Python/C++分层解耦 +下面对Fig. 2所示的重构目录进行说明。 -通过物理隔离Python层(core/、backends/)和C++层(csrc/),明确区分接口定义与底层实现,降低代码耦合度。这样有助于Python层专注于业务逻辑和用户接口,而C++层则处理底层实现和性能优化。 +- 在pytorch home目录下创建`third_device/`目录,用于存放第三方硬件适配PyTorch的代码。其中,CUDA适配PyTorch的代码将放在`third_device/torch_cuda`目录下。 -2. 模块化独立插件 +- `third_device/torch_cuda`目录包含`third_device/torch_cuda/torch_cuda`和`third_device/torch_cuda/torch_patches`2个子目录,其中`third_device/torch_cuda/torch_cuda`目录是主体,用于存放前述解耦出来的CUDA的代码;`third_device/torch_cuda/torch_patches`目录则用于存放过渡期的一些patch(详见[Unresolved questions](#unresolved-questions)小节)。 -将distributed/、profiler/作为独立插件,与核心框架解耦,使得各个模块可以独立开发、测试和迭代,同时也便于第三方开发者根据需要选择性地集成或扩展某些功能。 +- `third_device/torch_cuda/torch_cuda`目录下包含了python文件集合(主要包含`third_device/torch_cuda/torch_cuda/backends`和`third_device/torch_cuda/torch_cuda/core`)目录和C/C++文件集合(主要为`third_device/torch_cuda/torch_cuda/csrc`目录)。 -3. 统一硬件适配框架 +- `third_device/torch_cuda/torch_cuda/backends`和`third_device/torch_cuda/torch_cuda/core`分别对应Fig. 1中的`torch/backends`和`torch/cuda`。 -合并 `c10/cuda` 和 `caffe2` 为 `framework/`,形成统一的设备管理与资源调度层,降低了维护成本。 +- `third_device/torch_cuda/torch_cuda/csrc`目录由`third_device/torch_cuda/torch_cuda/csrc/aten`、`third_device/torch_cuda/torch_cuda/csrc/framework`、`third_device/torch_cuda/torch_cuda/csrc/jit`和`third_device/torch_cuda/torch_cuda/csrc/framework`等4个子目录构成。 -4. 目录重命名 +- `third_device/torch_cuda/torch_cuda/csrc/aten`对Fig. 1中的`torch/aten`和`torch/caffe2`目录进行了合并。 -新的目录命名尽量直观地反映了其包含的内容和功能,例如 core 表示核心接口层,csrc 表示C++源代码,python 表示Python与C++的绑定层等,便于开发人员快速理解和导航项目代码。 +- `third_device/torch_cuda/torch_cuda/csrc/framework`主要由Fig. 1中的`torch/csrc/cuda`和`torch/csrc/distributed`等2部分构成。 -最后,整理出的新的适配代码目录结构如下: +- `third_device/torch_cuda/torch_cuda/csrc/jit`对应于Fig. 1中的`torch/csrc/jit`的CUDA实现 -```markdown -├── backends/ # 只保留CUDA、cuDNN相关python接口 -├── core/ # Python核心接口层 -├── csrc/ # C++核心代码仓库 -│ ├── python/ # Python与C++绑定层 -│ ├── aten/ # Tensor、ops运算相关 -│ ├── framework/ # 框架基础架构 -│ ├── dynamo/ # 动态图转静态图工具 -│ ├── inductor/ # 硬件代码生成与编译器模块 -│ └── jit/ # JIT编译器模块 -├── distributed/ # 分布式计算模块(独立插件) -└── profiler/ # 性能分析模块(独立插件) -``` +- 最后,`third_device/torch_cuda/torch_cuda/csrc/pybinding`目录则用于存放C++到Python接口的python bingding codes ### 编译工程优化 本方案针对PyTorch原生CUDA设备编译流程进行了以下关键性改进: @@ -278,13 +213,13 @@ cuda解耦出来后,原始目录参考第一节,除了nvidia(cuda),我 将CUDA编译系统从主框架解耦为独立工程,构建两大核心组件: - `torch_cuda` - ▸ 设备抽象层与运行框架 - ▸ 设备资源管理 - ▸ 算子实现(原生/native、加速库/cuBLAS/cuDNN/linalg、自定义) + - 设备抽象层与运行框架 + - 设备资源管理 + - 算子实现(原生/native、加速库/cuBLAS/cuDNN/linalg、自定义) - - `torch_python_cuda` - ▸ 基于pybind11的Python-C++交互接口 - ▸ 针对新设备的跨语言类型系统桥接层,实现设备后端与Python层的双向解耦 + - `torch_python_cuda` + - 基于pybind11的Python-C++交互接口 + - 针对新设备的跨语言类型系统桥接层,实现设备后端与Python层的双向解耦 - **CMake工程化封装** 基于`tools.setup_helpers.cmake`封装`wrapped_cmake`构建工具: @@ -359,41 +294,34 @@ What other designs have been considered? What is the impact of not doing this? * 摩尔线程 (MooreThreads):摩尔线程提供了名为 torch_musa 的 PyTorch 插件包,通过 “插件化” 的方式支持其 MUSA GPU。该项目以扩展包形式发行,官方描述“以 plug-in 方式开发,使 torch_musa 与 PyTorch 解耦”实现原理是利用 PyTorch 的 PrivateUse1 设备键(PrivateUse1 预留给第三方硬件)注册“MUSA”设备类型,并通过文本转换和自定义编译工具链将 CUDA 代码适配到 MUSA。具体包括使用自研的 MUSAExtension(类似于 CUDAExtension)来构建本地扩展、使用 SimplePorting 等工具将 .cu 文件中的 cuda 替换为 musa、将依赖如 cublas 替换为 MUSA 对应的库等构建时需依赖摩尔线程提供的 MUSA 编译器(mcc)和 SDK,并可通过其脚本自动下载并编译改造后的 PyTorch 和 torch_musa。使用 torch_musa 后,用户可以像使用 CUDA 一样使用 MUSA 设备(相同的 API 调用格式),且兼容原生 PyTorch 的编程习惯实践效果方面,torch_musa 提供了对 MUSA GPU 的张量计算支持,并且声明了“实现了 CUDA 兼容性,大大减少新算子适配的工作量”目前 torch_musa 已有多个版本的轮子和源码发布,支持在不修改上层模型代码的前提下使用 MUSA 设备进行训练和推理;动态多后端切换方面,可通过设置不同的 torch.device("cuda") 或 torch.device("musa") 来选择对应硬件,但底层需要先行安装并加载相应插件版本的 PyTorch。 -- 总体而言,Cambricon 和摩尔线程都通过插件式、补丁式改造方式实现了 CUDA 编译逻辑的拆分:前者需要维护带补丁的 PyTorch 分支,后者则在保持主 PyTorch 源兼容的基础上提供独立扩展包,两者都在实践中支持了各自设备的动态加载与调用。 - -## **How we teach this** - -* What names and terminology work best for these concepts and why? How is this idea best presented? -* Would the acceptance of this proposal mean the PyTorch documentation must be re-organized or altered? -* How should this feature be taught to existing PyTorch users? +总体而言,Cambricon 和摩尔线程都通过插件式、补丁式改造方式实现了 CUDA 编译逻辑的拆分:前者需要维护带补丁的 PyTorch 分支,后者则在保持主 PyTorch 源兼容的基础上提供独立扩展包,两者都在实践中支持了各自设备的动态加载与调用。 ## **Unresolved questions** +由于PyTorch 原生代码所存在的一些待解决问题,以及构建流程的变化,我们需要对一些未分离的代码(也即非CUDA代码)进行少量的改动。为避免直接对Pytorch代码进行侵入式修改,我们将这些改动作为patch并统一放置在`third_device/torch_cuda/torch_patches`目录下作为过渡性的解决方案。在构建开始之前,我们应先apply这些patch。 -* What parts of the design do you expect to resolve through the RFC process before this gets merged? -* What parts of the design do you expect to resolve through the implementation of this feature before stabilization? -* What related issues do you consider out of scope for this RFC that could be addressed in the future independently of the solution that comes out of this RFC? - -## Resolution - -We decided to do it. X% of the engineering team actively approved of this change. +下面给出patch的两个例子。 -### Level of Support - -Choose one of the following: - -* 1: Overwhelming positive feedback. -* 2: Positive feedback. -* 3: Majority Acceptance, with conflicting Feedback. -* 4: Acceptance, with Little Feedback. -* 5: Unclear Resolution. -* 6: RFC Rejected. -* 7: RFC Rejected, with Conflicting Feedback. +- Example 1:由于我们将构建拆分为了torch_cpu和torch_cuda两个阶段。在torch_cpu阶段,`USE_CUDA`环境变量将关闭,也即只编译非CUDA代码。由于kineto库的设计缺陷(https://github.com/pytorch/pytorch/blob/fea7e9dd37c02c334b130f6624af6163fde6b2ab/caffe2/CMakeLists.txt#L1624),使得我们在编译torch_cpu阶段,也需要将torch_cpu链接到cudart。因此,我们需要对`caffe2/CMakeLists.txt`增加下面的patch: +```patch ++if(USE_KINETO AND NOT MSVC AND NOT LIBKINETO_NOCUPTI) ++ find_package(CUDA REQUIRED) ++ target_link_libraries(torch_cpu PRIVATE ${CUDA_CUDART_LIBRARY}) ++endif() +``` -#### Additional Context +- Example 2:在原来的单阶段构建框架下,所有的cpu和CUDA API都编译为_C动态库中;而在2阶段构建框架下,CUDA相关的API将编译为_CUDAC动态库。因此,通过Python访问CUDA API的方式将发生一些变化。例如,对于`torch/_dynamo/device_interface.py`这个文件我们需要增加下面的patch: +```patch + get_cuda_stream: Optional[Callable[[int], int]] + if torch.cuda._is_compiled(): +- from torch._C import _cuda_getCurrentRawStream as get_cuda_stream ++ from torch.cuda._CUDAC import _cuda_getCurrentRawStream as get_cuda_stream + else: + get_cuda_stream = None +``` -Some people were in favor of it, but some people didn’t want it for project X. +我们期待通过PyTorch社区的群策群力,能最终消除这些patch。 -### Next Steps(1人)侯丽亚 +## Next Steps(1人)侯丽亚 Will implement it. 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图2 编译架构对比(左:原始架构,右:新架构)

+ compiling +

Fig. 3 CUDA codes building (left: current; right: refactored)

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## 优缺点(1人) 付泽伟 @@ -274,11 +274,11 @@ What other designs have been considered? What is the impact of not doing this? 代码有以下两种放置方案: -1. in-tree +- in-tree -在Pytorch代码下新建目录pytorch/third_device/torch_cuda放入分离后代码,编译过程融 入Pytorch编译中,编译前通过patch形式对Pytorch原生代码进行修改,可以无缝集成到 PyTorch 生态系统中,和PyTorch进行同步开发和版本更新,安全性和稳定性更高,兼容性好,不需要再进行额外的代码适配和测试。 +在Pytorch代码下新建目录pytorch/third_device/torch_cuda放入分离后代码,编译过程融入Pytorch编译中,编译前通过patch形式对Pytorch原生代码进行修改,可以无缝集成到 PyTorch 生态系统中,和PyTorch进行同步开发和版本更新,安全性和稳定性更高,兼容性好,不需要再进行额外的代码适配和测试。 -2. out-of-tree +- out-of-tree 不将代码直接集成到主代码库中,新建仓库对代码独立进行编译和维护,使用时以插件形式接入Pytorch,不对Pytorch原生代码进行侵入式修改,可以提高代码灵活性并降低代码维护成本,开发者可以在不影响主项目的情况下,自由地进行代码改进、修复漏洞和添加新功能,实现快速迭代和测试。 @@ -301,7 +301,7 @@ What other designs have been considered? What is the impact of not doing this? 下面给出patch的两个例子。 -- Example 1:由于我们将构建拆分为了torch_cpu和torch_cuda两个阶段。在torch_cpu阶段,`USE_CUDA`环境变量将关闭,也即只编译非CUDA代码。由于kineto库的设计缺陷(https://github.com/pytorch/pytorch/blob/fea7e9dd37c02c334b130f6624af6163fde6b2ab/caffe2/CMakeLists.txt#L1624),使得我们在编译torch_cpu阶段,也需要将torch_cpu链接到cudart。因此,我们需要对`caffe2/CMakeLists.txt`增加下面的patch: +- Example 1:由于我们将构建拆分为了torch_cpu和torch_cuda两个阶段。在torch_cpu阶段,`USE_CUDA`环境变量将关闭,也即只编译非CUDA代码。[由于kineto库的设计缺陷](https://github.com/pytorch/pytorch/blob/fea7e9dd37c02c334b130f6624af6163fde6b2ab/caffe2/CMakeLists.txt#L1624),使得我们在编译torch_cpu阶段,也需要将torch_cpu链接到cudart。因此,我们需要对`caffe2/CMakeLists.txt`增加下面的patch: ```patch +if(USE_KINETO AND NOT MSVC AND NOT LIBKINETO_NOCUPTI) + find_package(CUDA REQUIRED) @@ -347,17 +347,3 @@ Phase 2: 兼容性测试与第三方硬件接入 (预计周期: 1个月) 2. 第三方厂商协作 - 与 moer 等厂商合作,验证 PrivateUse1 接入路径的可行性 - 编写《硬件后端接入指南》 - -#### Tracking issue - - - -* 主跟踪任务: #[GitHub Issue Number] -* 子任务拆分: - - 代码解耦: #[Sub-Issue 1] - - 构建系统: #[Sub-Issue 2] - - 文档更新: #[Sub-Issue 3] - -#### Exceptions - -Not implementing on project X now. Will revisit the decision in 1 year. From 390057b51b02cdde7dcd5ad27dafb8f340a4f410 Mon Sep 17 00:00:00 2001 From: Jiaxi Wang Date: Wed, 13 Aug 2025 16:17:04 +0800 Subject: [PATCH 24/42] translate summary, highlights and implemantation sections --- RFC-0039-decouple-cuda-codes.md | 187 ++++++++++++++++---------------- 1 file changed, 94 insertions(+), 93 deletions(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index d8586d9a..e442f686 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -7,21 +7,28 @@ - @bithighrr - @treestreamymw - @liyagit21 -- @cuiw +- @deadsec1994 - @leiborzhu - @Fuzewei -- @hhong +- @aaacaiji -## **Summary** (1人)王家喜 -目前,第三方硬件后端接入PyTorch的方式主要包括复用CUDA key和代码逻辑、利用树内预定义的key(如AMD HIP和Intel XPU)和部分代码以及利用树内预留的PrivateUse1 key等三种。一方面,由于CUDA软件栈的生态地位,部分硬件厂商(如Kunlunxin XPU和MetaX MACA)选择直接复用CUDA key,通过兼容CUDA API的方式最小化PyTorch使用者的代码迁移成本。这种方法的优点是可以直接复用CUDA代码的逻辑,厂商适配工作量较小,但为了发挥硬件的优势,需要对CUDA kernel等代码进行侵入式修改。另一方面,随着PrivateUse1接入机制的不断完善,越来越多的厂商(如Ascend NPU和Cambricon MLU)选择此种接入方式,这种方法的优点是对PyTorch侵入修改较少,但厂商适配工作量较大(如无法直接复用CUDA代码逻辑)。 +## **Summary** -本RFC提案旨在充分融合两者的优势,弥补相互之间的不足,先将CUDA代码解耦出来,形成相对独立的代码目录结构和编译单元;而后,逐步实现CUDA硬件后端、类CUDA硬件后端和其他架构硬件后端以统一的机制接入PyTorch。 +Currently, third-party hardware backends primarily integrate with PyTorch through three methods: +- reusing the CUDA key and its code logic (e.g., [Kunlunxin XPU](https://gitee.com/kunlunxin/pytorch) and [MetaX MACA](https://github.com/MetaX-MACA/mcPytorch/tree/2.4)), +- utilizing predefined PyTorch in-tree keys along with partial implementation codes (such as [AMD HIP](https://github.com/ROCm/pytorch) and [Intel XPU](https://github.com/intel/intel-extension-for-pytorch)), +- leveraging the reserved PrivateUse1 key (e.g., [Ascend NPU](https://gitee.com/ascend/pytorch) and [Cambricon MLU](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop)). -## **Highlights** (1人)袁孟雯 -- 将 CUDA 相关实现从主工程中抽离,降低 PyTorch 核心框架对 CUDA 的直接耦合,提升整体工程可维护性。 -- 更清晰、统一的目录层级结构,提升可读性与可维护性,使开发者能快速定位并理解后端逻辑,降低新开发者参与的学习门槛,为长期维护和社区贡献者提供更友好的结构。 -- 重写构建系统以支持 CUDA 后端独立编译,降低编译复杂度,实现更快的增量构建和更少的构建依赖。 -- 统一设备后端架构风格,为后续支持更多第三方后端提供模板,降低集成门槛和时间成本,提升 PyTorch 后端接入的一致性与可插拔性。 +On one hand, due to the dominant ecosystem position of the CUDA software stack, some hardware vendors opt to directly reuse the CUDA key, achieving compatibility via CUDA APIs to minimize the code migration cost for PyTorch users. The advantage of this approach is that it allows direct reuse of CUDA code logic, resulting in relatively less integration effort for the vendors. However, to fully leverage the hardware's capabilities, invasive modifications to CUDA kernels and related code are often required. On the other hand, with the continuous improvement of the PrivateUse1 integration mechanism, an increasing number of vendors are adopting this method. Its main benefit is minimal intrusive modification to PyTorch, although it demands greater integration effort from vendors (e.g., inability to directly reuse CUDA code logic). + +This RFC proposal aims to fully integrate the strengths of both approaches while addressing their respective shortcomings. The plan is to first decouple the CUDA code, establishing a relatively independent directory structure and compilation units. Subsequently, we will gradually enable unified integration mechanisms for the CUDA hardware backend, CUDA-like hardware backends, and other hardware backends with different architectures into PyTorch. + +## **Highlights** + +- Decouple CUDA-related code from the main codebase to reduce the direct dependency of the PyTorch core framework code on CUDA, thereby improving overall code maintainability and modularity. +- Refine the directory hierarchy to make it clearer and more consistent, enhancing code readability and maintainability. This enables developers to quickly locate and understand backend integration logic, lowers the onboarding barrier for new contributors, and provides a more developer-friendly structure for long-term maintenance and community contributions. +- Redesign the build system to support standalone compilation of the CUDA backend, simplifying the build process, reducing dependencies, and enabling faster incremental builds. +- Provide a consistent template for integrating new third-party hardware backends. This reduces integration complexity and time-to-market, while enhancing consistency and pluggability across the PyTorch backend integration mechanism. ## **Motivation**(1人)祝贺 传统上,NVIDIA GPU与CUDA架构长期作为PyTorch生态中唯一的并行计算解决方案。随着越来越多的厂家推出自己的高效能计算设备,如寒武纪MLU、Graphcore IPU等,当前生态暴露出以下关键问题: @@ -38,26 +45,26 @@ ## **Proposed Implementation** -### 需要解耦的功能模块 +### Current directory structure of CUDA-related code -纵观PyTorch代码仓库,CUDA相关代码分散放置在多个目录下。这些目录涉及PyTorch不同的功能模块,具体如下图所示: +Looking across the PyTorch codebase, CUDA-related code is scattered across multiple directories. These directories span various functional modules of PyTorch, as illustrated in Fig. 1 below:
CUDA-related-dirs

Fig. 1 CUDA related directories and their functionalities

-我们的主要工作是将以上CUDA相关代码从各个目录剥离出来,并放置在一个重组和优化后的目录结构之下。 +Our main task is to extract the above-mentioned CUDA-related code from their respective directories and reorganize them under a redesigned and optimized directory structure. -### 解耦方式 +### Decoupling approaches -从代码来源而言,CUDA代码解耦主要包含文件间解耦和文件内解耦等两大类型。顾名思义,文件间解耦即是将包含CUDA代码的整个源文件从原目录迁移到新目录;而文件内解耦则主要针对包含CPU/CUDA/HIP/XPU等混合代码的文件,将文件中的CUDA代码进行分离,并将这些代码作为新的源文件或插入已有的源文件并迁移到新目录下。 +In terms of code origin, decoupling CUDA code primarily involves two levels: inter-file level decoupling and intra-file level decoupling. As the names suggest, inter-file decoupling refers to moving entire source files containing CUDA code from their original directories to new ones. In contrast, intra-file decoupling focuses on files that contain mixed code for CPU, CUDA, HIP, XPU, etc., where the CUDA-specific portions are separated out—either forming new files or being inserted into existing ones. -#### 文件间解耦 +#### Inter-file level decoupling -文件级别的CUDA代码解耦可以借助文件夹名、文件名或文件名后缀来进行。 +The inter-file level CUDA code decoupling can be done with the help of directory names, file names, or file name suffixes. -- 文件夹名称包含 `cuda`、`cudnn`、`THC` 关键字。示例: +- Directory names containing the words `cuda`, `cudnn`, or `THC`, etc. For example: - `torch/backends/cuda` - `torch/backends/cudnn` @@ -75,18 +82,34 @@ - `torch/csrc/cuda` - `torch/csrc/distributed/c10d/cuda` -- 文件名包含`cuda`、`cudnn`、`THC` 关键字。示例: +- File names containing the words `cuda`, `cudnn`, or `THC`, etc. For example: - `torch/csrc/distributed/rpc/tensorpipe_cuda.cpp` - `torch/csrc/profiler/stubs/cuda.cpp` -- 后缀名是 `.cu`、`.cuh`。示例: +- File name suffixes are `.cu`, `.cuh`, etc. For example: - `torch/csrc/distributed/c10d/quantization/quantization_gpu.cu` -事实上,在代码仓的构建配置文件中(如`CMakeLists.txt`和`*.bzl`),已经很好地对部分文件级别的CUDA代码进行了归类。因此,我们也可以利用这些构建配置文件来对文件级别的CUDA代码解耦进行查缺补漏。 +In fact, some file-level CUDA code has already been well categorized by the build configuration files (such as `CMakeLists.txt` and `*.bzl`) in the codebase. Therefore, we can also leverage these build configuration files to help identify and collect inter-file level CUDA code. -- 示例 1:通过`build_variables.bzl`中文件划分解耦 distributed 模块 CUDA 相关代码 +- Example 1:using `aten\src\ATen\CMakeLists.txt` to decouple CUDA code within the directory of `aten\src\ATen\native\miopen` + +```cmake +list(APPEND ATen_CUDA_CPP_SRCS + ${cuda_cpp} + ${native_cuda_cpp} + ${native_cudnn_cpp} + ${native_miopen_cpp} + ${native_nested_cuda_cpp} + ${native_quantized_cuda_cpp} + ${native_quantized_cudnn_cpp} + ${native_sparse_cuda_cpp} + ${native_transformers_cuda_cpp} +) +``` + +- Example 2:using `build_variables.bzl` to decouple CUDA code for the distributed functionality module ```cmake # These files are the only ones that are supported on Windows. @@ -116,121 +139,99 @@ libtorch_cuda_distributed_extra_sources = [ libtorch_cuda_distributed_sources = libtorch_cuda_distributed_base_sources + libtorch_cuda_distributed_extra_sources ``` -- 示例 2:根据`aten\src\ATen\CMakeLists.txt`中文件划分添加`aten\src\ATen\native\miopen`代码 +#### Intra-file level decoupling -```cmake -list(APPEND ATen_CUDA_CPP_SRCS - ${cuda_cpp} - ${native_cuda_cpp} - ${native_cudnn_cpp} - ${native_miopen_cpp} - ${native_nested_cuda_cpp} - ${native_quantized_cuda_cpp} - ${native_quantized_cudnn_cpp} - ${native_sparse_cuda_cpp} - ${native_transformers_cuda_cpp} -) -``` +Some CUDA code is directly coupled with common code or code for other device backends within the same file. This requires identification and decoupling via flags such as environment variables, macro definitions, or CUDA-named codes. -#### 文件内解耦 -有些cuda代码直接和torch代码耦合在一个文件内,通过环境变量、宏定义或者设备判断等隔离。 -- 包含`CUDA`相关的环境变量判断. 示例: - - `#if defined(__CUDA_ARCH__)` 存在于下列文件 +- Environment variables or macro definitions + - Macro `#if defined(__CUDA_ARCH__)`, such as in file: - `torch/csrc/aten/native/Distributions.h` - - `#if defined(__CUDACC__)` 存在于下列文件 + - Macro `#if defined(__CUDACC__)`, such as in file: - `torch/csrc/aten/native/sparse/Macros.h` - - `#ifdef USE_CUDA` 存在于下列文件或者文件夹 + - Macro `#ifdef USE_CUDA`, such as in file (or directory): - `caffe2/CMakeLists.txt` - `torch/csrc/Storage.cpp` - `torch/csrc/dynamo/guards.cpp` - `torch/csrc/inductor/aoti_runner/pybind.cpp` - `torch/csrc/jit` + - Other macros include `TORCH_CUDA_CU_API`, `TORCH_CUDA_CPP_API`, `TORCH_CUDA_CHECK` -- 文件内包含`CUDA`相关宏定义 - - `TORCH_CUDA_CU_API` - - `TORCH_CUDA_CPP_API` - - `TORCH_CUDA_CHECK` - -- 文件内包含 `is_cuda`、`kCUDA`、`cuda`等.示例: -```cpp -static CUDAHooksInterface* cuda_hooks = nullptr; -xxtensor.is_cuda() -xxtensor.device().type() == at::kCUDA -register_cuda_runner("cuda", &create_aoti_runner_cuda) -``` +- CUDA-named codes + - Function `is_cuda`, backend key `kCUDA`, or device type `cuda`, such as: + ```cpp + static CUDAHooksInterface* cuda_hooks = nullptr; + xxtensor.is_cuda() + xxtensor.device().type() == at::kCUDA + register_cuda_runner("cuda", &create_aoti_runner_cuda) + ``` -此外,为了独立编译CUDA,CUDA编译需要依赖的文件也需要进行解耦或迁移。需要补充的文件类型包括: +Moreover, to enable standalone compilation of CUDA, files required by CUDA compilation also need to be decoupled or migrated. The types of files that need to be supplemented include: -- `*.h`、`*.hpp` 头文件。示例: +- `*.h`、`*.hpp` header files, such as: - `torch/csrc/autograd/functions/comm.h` -- 配置文件。示例: +- Configuration files, such as: - `aten/src/ATen/ATenConfig.cmake.in` - `aten/src/ATen/Config.h.in` - `aten/src/ATen/native/native_functions.yaml` - `aten/src/ATen/native/tags.yaml` - `aten/src/ATen/native/ts_native_functions.yaml` -- 模板文件。示例: +- Template files, such as: - `aten/src/ATen/templates` -- 打桩文件。示例: +- Stub files, such as: - `torch/csrc/stub.c` -### 目录重构 +### Directory restructuring -CUDA代码解耦出来后,下一步便是要将其重新组织到新的目录结构下。在目录重构方面,我们首先调研了[AMD(gpu)](https://github.com/ROCm/pytorch)、[Google(TPU)](https://github.com/pytorch/xla/tree/master)、[Intel(XPU)](https://github.com/intel/intel-extension-for-pytorch)、[Ascend(NPU)](https://gitee.com/ascend/pytorch)、[Cambricon(MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop)等多个超算卡厂商适配pytorch的方式,分析了各厂商适配PyTorch的代码目录结构、相似和特异性改动点。在此基础上,我们对Fig. 1所示的CUDA代码目录结构重构如Fig. 2所示。 +After decoupling the CUDA code, the next step is to reorganize it into a new directory structure. Regarding directory restructuring, we first investigated the approaches used by several hardware vendors—such as [AMD (GPU)](https://github.com/ROCm/pytorch), [Google (TPU)](https://github.com/pytorch/xla/tree/master), [Intel (XPU)](https://github.com/intel/intel-extension-for-pytorch), [Ascend (NPU)](https://gitee.com/ascend/pytorch), and [Cambricon (MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop) to adapt PyTorch to their hardwares. We analyzed their codebase directory structures, as well as the commonalities and specific modifications made during integration. Based on the analysis, we restructured the CUDA code directory layout shown in Fig. 1 into the new design as illustrated in Fig. 2.
restructured-dirs

Fig. 2 Restructured directories for CUDA codes

-下面对Fig. 2所示的重构目录进行说明。 +In the following, we shall give an introduction to the restructured directory hierarchy (see Fig. 2). -- 在pytorch home目录下创建`third_device/`目录,用于存放第三方硬件适配PyTorch的代码。其中,CUDA适配PyTorch的代码将放在`third_device/torch_cuda`目录下。 +- Create a `third_device/` directory under the PyTorch home directory to store code for third-party hardware backends integrating with PyTorch. The code for CUDA's integration with PyTorch will be placed under the `third_device/torch_cuda` directory. -- `third_device/torch_cuda`目录包含`third_device/torch_cuda/torch_cuda`和`third_device/torch_cuda/torch_patches`2个子目录,其中`third_device/torch_cuda/torch_cuda`目录是主体,用于存放前述解耦出来的CUDA的代码;`third_device/torch_cuda/torch_patches`目录则用于存放过渡期的一些patch(详见[Unresolved questions](#unresolved-questions)小节)。 +- The `third_device/torch_cuda` directory contains two subdirectories: `third_device/torch_cuda/torch_cuda` and `third_device/torch_cuda/torch_patches`. The `third_device/torch_cuda/torch_cuda` directory is the main one, used to store the CUDA code decoupled as described earlier; the `third_device/torch_cuda/torch_patches` directory is used to store temporary patches during the transition period (see [Unresolved Questions](#unresolved-questions) section for details). -- `third_device/torch_cuda/torch_cuda`目录下包含了python文件集合(主要包含`third_device/torch_cuda/torch_cuda/backends`和`third_device/torch_cuda/torch_cuda/core`)目录和C/C++文件集合(主要为`third_device/torch_cuda/torch_cuda/csrc`目录)。 +- The `third_device/torch_cuda/torch_cuda` directory contains a collection of Python files (composed of two sub-directories `third_device/torch_cuda/torch_cuda/backends` and `third_device/torch_cuda/torch_cuda/core`) and a collection of C/C++ files (mainly located in the `third_device/torch_cuda/torch_cuda/csrc` directory). -- `third_device/torch_cuda/torch_cuda/backends`和`third_device/torch_cuda/torch_cuda/core`分别对应Fig. 1中的`torch/backends`和`torch/cuda`。 +- The `third_device/torch_cuda/torch_cuda/backends` directory and `third_device/torch_cuda/torch_cuda/core` directory correspond to `torch/backends` directory and `torch/cuda` directory in Fig. 1, respectively. -- `third_device/torch_cuda/torch_cuda/csrc`目录由`third_device/torch_cuda/torch_cuda/csrc/aten`、`third_device/torch_cuda/torch_cuda/csrc/framework`、`third_device/torch_cuda/torch_cuda/csrc/jit`和`third_device/torch_cuda/torch_cuda/csrc/framework`等4个子目录构成。 +- The `third_device/torch_cuda/torch_cuda/csrc` directory consists of four sub-directories: `third_device/torch_cuda/torch_cuda/csrc/aten`, `third_device/torch_cuda/torch_cuda/csrc/framework`, `third_device/torch_cuda/torch_cuda/csrc/jit`, and `third_device/torch_cuda/torch_cuda/csrc/framework`. -- `third_device/torch_cuda/torch_cuda/csrc/aten`对Fig. 1中的`torch/aten`和`torch/caffe2`目录进行了合并。 +- The `third_device/torch_cuda/torch_cuda/csrc/aten` directory merges the two directories of `torch/aten` and `torch/caffe2` in Fig. 1. -- `third_device/torch_cuda/torch_cuda/csrc/framework`主要由Fig. 1中的`torch/csrc/cuda`和`torch/csrc/distributed`等2部分构成。 +- The `third_device/torch_cuda/torch_cuda/csrc/framework` directory is mainly composed of `torch/csrc/cuda` and `torch/csrc/distributed` directories shown in Fig. 1. -- `third_device/torch_cuda/torch_cuda/csrc/jit`对应于Fig. 1中的`torch/csrc/jit`的CUDA实现 +- The `third_device/torch_cuda/torch_cuda/csrc/jit` directory corresponds to the CUDA-specific portion in `torch/csrc/jit` directory presented in Fig. 1. -- 最后,`third_device/torch_cuda/torch_cuda/csrc/pybinding`目录则用于存放C++到Python接口的python bingding codes +- Finally, the `third_device/torch_cuda/torch_cuda/csrc/pybinding` directory is used to store the Python binding codes from C/C++ to Python. -### 编译工程优化 -本方案针对PyTorch原生CUDA设备编译流程进行了以下关键性改进: +### Project building optimization -- **编译逻辑解耦** - 将CUDA编译系统从主框架解耦为独立工程,构建两大核心组件: - +This RFC proposal has made the following key improvements/changes to the native PyTorch CUDA device build process. + +- *Standalone build project for CUDA*. We decouple the building process for CUDA as a standalone project, and outcomes two main components: - `torch_cuda` - - 设备抽象层与运行框架 - - 设备资源管理 - - 算子实现(原生/native、加速库/cuBLAS/cuDNN/linalg、自定义) - + - Framework and kernels + - Device management + - JIT compile engine + - Linear algebra - `torch_python_cuda` - - 基于pybind11的Python-C++交互接口 - - 针对新设备的跨语言类型系统桥接层,实现设备后端与Python层的双向解耦 + - Python module and APIs -- **CMake工程化封装** - 基于`tools.setup_helpers.cmake`封装`wrapped_cmake`构建工具: - - - 标准化设备后端编译工具链 - - 实现:编译参数统一配置、环境自动初始化、编译器特性适配 +- *Wrapped cmake toolkit*. We wrap and develop a `wrapped_cmake` build tool based on `tools.setup_helpers.cmake`. + - A standard build toolkit for PyTorch backend integration + - Achieving unified configuration of compilation parameters, automatic environment initialization, and compiler feature adaptation -- **模块化隔离架构** - - - 分离出独立设备模块`_CUDAC.cpython-XX.so`,具备独立初始化链路 - - 统一新设备专用扩展构建器`torch.utils.cpp_extension.NewDeviceCppExtension`,实现编译环境与核心框架的物理隔离 +- *Better modularization*. + - Decoupling CUDA module `_CUDAC.cpython-XX.so` that can be independently initialized + - Unifying the dedicated extension builder `torch.utils.cpp_extension.NewDeviceCppExtension` for new backends
compiling @@ -244,7 +245,7 @@ CUDA代码解耦出来后,下一步便是要将其重新组织到新的目录 理想情况下pytroch应该作为一种与硬件无关的深度学习框架,就像操作系统一样对于使用者屏蔽底层硬件实现细节,并提供经过抽象的和便于使用的接口,这些接口不应该涉及任何和底层硬件实现有关的信息。Pytorch自定义一套与底层硬件无关的硬件抽象层,统一差异化的硬件接口(集合通信),使上层系统组件无需关注具体硬件实现,同时方便各个硬件厂商对接自己的硬件。然而现实情况和上面有差异,主要是以下几点。 1. 直接指定底层硬件 - 实际在使用pytorch的时候,经常涉及到在代码中直接指定底层硬件的情况,例如torch.tensor([3,4]).cuda(),假如在切换到第三方硬件后,pytorch的用户还需要对代码做不通程度的修改,而且由于缺乏硬件抽象,对于第三方的接入使用没有强制性的规定,导致用户代码在切换不同的底层硬件时所做的的修改不完全一样,给代码的通用性带来了挑战。 + 实际在使用pytorch的时候,经常涉及到在代码中直接指定底层硬件的情况,例如`torch.tensor([3,4]).cuda()`,假如在切换到第三方硬件后,pytorch的用户还需要对代码做不通程度的修改,而且由于缺乏硬件抽象,对于第三方的接入使用没有强制性的规定,导致用户代码在切换不同的底层硬件时所做的的修改不完全一样,给代码的通用性带来了挑战。 2. pytorch和cuda的强依赖 pytorch源码中直接涉及到调用cuda的接口,这导致了新的cuda版本发布后,需要等pytorch官方适配,pytorch此外代码中充斥了对cuda头文件的引用,需要通过设置对应的环境变量加以屏蔽,不便于用户理解。 3. 第三方硬件接入困难 @@ -296,7 +297,7 @@ What other designs have been considered? What is the impact of not doing this? 总体而言,Cambricon 和摩尔线程都通过插件式、补丁式改造方式实现了 CUDA 编译逻辑的拆分:前者需要维护带补丁的 PyTorch 分支,后者则在保持主 PyTorch 源兼容的基础上提供独立扩展包,两者都在实践中支持了各自设备的动态加载与调用。 -## **Unresolved questions** +## **Unresolved Questions** 由于PyTorch 原生代码所存在的一些待解决问题,以及构建流程的变化,我们需要对一些未分离的代码(也即非CUDA代码)进行少量的改动。为避免直接对Pytorch代码进行侵入式修改,我们将这些改动作为patch并统一放置在`third_device/torch_cuda/torch_patches`目录下作为过渡性的解决方案。在构建开始之前,我们应先apply这些patch。 下面给出patch的两个例子。 From 05c8efaa165a38467d2e85b73ad53697bad55d74 Mon Sep 17 00:00:00 2001 From: Jiaxi Wang Date: Wed, 13 Aug 2025 16:47:21 +0800 Subject: [PATCH 25/42] translate Unresolved Questions section --- RFC-0039-decouple-cuda-codes.md | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index e442f686..fa7df887 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -185,7 +185,7 @@ Moreover, to enable standalone compilation of CUDA, files required by CUDA compi ### Directory restructuring -After decoupling the CUDA code, the next step is to reorganize it into a new directory structure. Regarding directory restructuring, we first investigated the approaches used by several hardware vendors—such as [AMD (GPU)](https://github.com/ROCm/pytorch), [Google (TPU)](https://github.com/pytorch/xla/tree/master), [Intel (XPU)](https://github.com/intel/intel-extension-for-pytorch), [Ascend (NPU)](https://gitee.com/ascend/pytorch), and [Cambricon (MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop) to adapt PyTorch to their hardwares. We analyzed their codebase directory structures, as well as the commonalities and specific modifications made during integration. Based on the analysis, we restructured the CUDA code directory layout shown in Fig. 1 into the new design as illustrated in Fig. 2. +After decoupling the CUDA code, the next step is to reorganize it into a new directory structure. Regarding directory restructuring, we first investigated the approaches used by several hardware vendors—such as [AMD (ROCm)](https://github.com/ROCm/pytorch), [Google (TPU)](https://github.com/pytorch/xla/tree/master), [Intel (XPU)](https://github.com/intel/intel-extension-for-pytorch), [Ascend (NPU)](https://gitee.com/ascend/pytorch), and [Cambricon (MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop) to adapt PyTorch to their hardwares. We analyzed their codebase directory structures, as well as the commonalities and specific modifications made during integration. Based on the analysis, we restructured the CUDA code directory layout shown in Fig. 1 into the new design as illustrated in Fig. 2.
restructured-dirs @@ -298,11 +298,12 @@ What other designs have been considered? What is the impact of not doing this? 总体而言,Cambricon 和摩尔线程都通过插件式、补丁式改造方式实现了 CUDA 编译逻辑的拆分:前者需要维护带补丁的 PyTorch 分支,后者则在保持主 PyTorch 源兼容的基础上提供独立扩展包,两者都在实践中支持了各自设备的动态加载与调用。 ## **Unresolved Questions** -由于PyTorch 原生代码所存在的一些待解决问题,以及构建流程的变化,我们需要对一些未分离的代码(也即非CUDA代码)进行少量的改动。为避免直接对Pytorch代码进行侵入式修改,我们将这些改动作为patch并统一放置在`third_device/torch_cuda/torch_patches`目录下作为过渡性的解决方案。在构建开始之前,我们应先apply这些patch。 -下面给出patch的两个例子。 +Due to some unresolved issues in the native PyTorch codebase and changes in the build process, we need to make minor modifications to certain code that has not been decoupled (i.e., non-CUDA code). To avoid making intrusive changes directly to the PyTorch codebase, we have placed these modifications as patches in the `third_device/torch_cuda/torch_patches` directory as a transitional solution. These patches should be applied before the build process begins. -- Example 1:由于我们将构建拆分为了torch_cpu和torch_cuda两个阶段。在torch_cpu阶段,`USE_CUDA`环境变量将关闭,也即只编译非CUDA代码。[由于kineto库的设计缺陷](https://github.com/pytorch/pytorch/blob/fea7e9dd37c02c334b130f6624af6163fde6b2ab/caffe2/CMakeLists.txt#L1624),使得我们在编译torch_cpu阶段,也需要将torch_cpu链接到cudart。因此,我们需要对`caffe2/CMakeLists.txt`增加下面的patch: +Below are two examples of patches. + +- Example 1: Since we have split the build process into two stages: torch_cpu stage and torch_cuda stage, the `USE_CUDA` flag will be disabled during the torch_cpu stage, meaning only non-CUDA code is compiled. However, due to [a design limitation of the Kineto library](https://github.com/pytorch/pytorch/blob/fea7e9dd37c02c334b130f6624af6163fde6b2ab/caffe2/CMakeLists.txt#L1624), the torch_cpu build stage still requires linking against cudart. Therefore, we need to apply the following patch to file `caffe2/CMakeLists.txt`: ```patch +if(USE_KINETO AND NOT MSVC AND NOT LIBKINETO_NOCUPTI) + find_package(CUDA REQUIRED) @@ -310,7 +311,7 @@ What other designs have been considered? What is the impact of not doing this? +endif() ``` -- Example 2:在原来的单阶段构建框架下,所有的cpu和CUDA API都编译为_C动态库中;而在2阶段构建框架下,CUDA相关的API将编译为_CUDAC动态库。因此,通过Python访问CUDA API的方式将发生一些变化。例如,对于`torch/_dynamo/device_interface.py`这个文件我们需要增加下面的patch: +- Example 2: In the original single-stage build framework, all CPU and CUDA APIs are compiled into the `_C` shared lib. However, in the two-stage build framework, CUDA-related APIs will be compiled into a separate `_CUDAC` shared lib. As a result, the way Python accesses CUDA APIs will change. For example, we need to apply the following patch to file `torch/_dynamo/device_interface.py`: ```patch get_cuda_stream: Optional[Callable[[int], int]] if torch.cuda._is_compiled(): @@ -320,7 +321,7 @@ What other designs have been considered? What is the impact of not doing this? get_cuda_stream = None ``` -我们期待通过PyTorch社区的群策群力,能最终消除这些patch。 +We hope that, with the collective effort of the PyTorch community, these patches can eventually be eliminated. ## Next Steps(1人)侯丽亚 From d07b18680bb4ad5128e62de79035332a163765b6 Mon Sep 17 00:00:00 2001 From: Jiaxi Wang Date: Wed, 13 Aug 2025 17:36:23 +0800 Subject: [PATCH 26/42] revise fig layout --- RFC-0039-decouple-cuda-codes.md | 24 ++++++++++++------------ 1 file changed, 12 insertions(+), 12 deletions(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index fa7df887..61b06f72 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -49,10 +49,10 @@ This RFC proposal aims to fully integrate the strengths of both approaches while Looking across the PyTorch codebase, CUDA-related code is scattered across multiple directories. These directories span various functional modules of PyTorch, as illustrated in Fig. 1 below: -
- CUDA-related-dirs -

Fig. 1 CUDA related directories and their functionalities

-
+

+ CUDA-related-dirs
+ Fig. 1 CUDA related directories and their functionalities +

Our main task is to extract the above-mentioned CUDA-related code from their respective directories and reorganize them under a redesigned and optimized directory structure. @@ -187,10 +187,10 @@ Moreover, to enable standalone compilation of CUDA, files required by CUDA compi After decoupling the CUDA code, the next step is to reorganize it into a new directory structure. Regarding directory restructuring, we first investigated the approaches used by several hardware vendors—such as [AMD (ROCm)](https://github.com/ROCm/pytorch), [Google (TPU)](https://github.com/pytorch/xla/tree/master), [Intel (XPU)](https://github.com/intel/intel-extension-for-pytorch), [Ascend (NPU)](https://gitee.com/ascend/pytorch), and [Cambricon (MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop) to adapt PyTorch to their hardwares. We analyzed their codebase directory structures, as well as the commonalities and specific modifications made during integration. Based on the analysis, we restructured the CUDA code directory layout shown in Fig. 1 into the new design as illustrated in Fig. 2. -
- restructured-dirs -

Fig. 2 Restructured directories for CUDA codes

-
+

+ restructured-dirs
+ Fig. 2 Restructured directories for CUDA codes +

In the following, we shall give an introduction to the restructured directory hierarchy (see Fig. 2). @@ -233,10 +233,10 @@ This RFC proposal has made the following key improvements/changes to the native - Decoupling CUDA module `_CUDAC.cpython-XX.so` that can be independently initialized - Unifying the dedicated extension builder `torch.utils.cpp_extension.NewDeviceCppExtension` for new backends -
- compiling -

Fig. 3 CUDA codes building (left: current; right: refactored)

-
+

+ compiling
+ Fig. 3 CUDA codes building (left: current; right: refactored) +

## 优缺点(1人) 付泽伟 From ca2c02ab427668bc51d48f15be1e93b6b81a32a7 Mon Sep 17 00:00:00 2001 From: Jiaxi Wang Date: Thu, 14 Aug 2025 10:09:57 +0800 Subject: [PATCH 27/42] translate Next Steps and Alternatives sections --- RFC-0039-decouple-cuda-codes.md | 68 ++++++++++++++------------------- 1 file changed, 29 insertions(+), 39 deletions(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index 61b06f72..6218a6ac 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -165,7 +165,7 @@ Some CUDA code is directly coupled with common code or code for other device bac register_cuda_runner("cuda", &create_aoti_runner_cuda) ``` -Moreover, to enable standalone compilation of CUDA, files required by CUDA compilation also need to be decoupled or migrated. The types of files that need to be supplemented include: +Moreover, to enable standalone compilation of CUDA code, files required by CUDA compilation also need to be decoupled or migrated. The types of files that need to be supplemented include: - `*.h`、`*.hpp` header files, such as: - `torch/csrc/autograd/functions/comm.h` @@ -238,9 +238,7 @@ This RFC proposal has made the following key improvements/changes to the native Fig. 3 CUDA codes building (left: current; right: refactored)

-## 优缺点(1人) 付泽伟 - -## **Metrics ** +## **Metrics** 付泽伟 理想情况下pytroch应该作为一种与硬件无关的深度学习框架,就像操作系统一样对于使用者屏蔽底层硬件实现细节,并提供经过抽象的和便于使用的接口,这些接口不应该涉及任何和底层硬件实现有关的信息。Pytorch自定义一套与底层硬件无关的硬件抽象层,统一差异化的硬件接口(集合通信),使上层系统组件无需关注具体硬件实现,同时方便各个硬件厂商对接自己的硬件。然而现实情况和上面有差异,主要是以下几点。 @@ -258,7 +256,7 @@ This RFC proposal has made the following key improvements/changes to the native 6. 方便接入第三方硬件 以往的第三方硬件接入过程中,各个厂商分别实现接入代码,导致代码臃肿和功能重复,现在我们提供了硬件抽象层的基类实现,一些通用的功能已经实现完毕,并预留出了和硬件强相关的接口,各个厂商只需要按照要求实现这些接口即可实现硬件接入pytorch。由于通用了代码,当框架代码升级时第三方硬件也能自动享受框架升级带来的性能提升。 -## **Drawbacks ** +## **Drawbacks** 付泽伟 Are there any reasons why we should not do this? Here we aim to evaluate risk and check ourselves. @@ -269,19 +267,17 @@ Please consider: * implementation cost, both in terms of code size and complexity * integration of this feature with other existing and planned features -## **Alternatives** 洪泓 - -What other designs have been considered? What is the impact of not doing this? +## **Alternatives** -代码有以下两种放置方案: +There are two possible placement strategies for the decoupled CUDA code: -- in-tree +- In-tree -在Pytorch代码下新建目录pytorch/third_device/torch_cuda放入分离后代码,编译过程融入Pytorch编译中,编译前通过patch形式对Pytorch原生代码进行修改,可以无缝集成到 PyTorch 生态系统中,和PyTorch进行同步开发和版本更新,安全性和稳定性更高,兼容性好,不需要再进行额外的代码适配和测试。 + Create a new directory `pytorch/third_device/torch_cuda` within the PyTorch codebase to place the separated code. The build process is integrated into the PyTorch build system. Before compilation, modifications to the native PyTorch code are applied in the form of patches. This approach enables seamless integration into the PyTorch ecosystem, allowing synchronized development and version updates with PyTorch. It offers higher security, better stability, strong compatibility, and eliminates the need for additional code adaptation and testing. -- out-of-tree +- Out-of-tree -不将代码直接集成到主代码库中,新建仓库对代码独立进行编译和维护,使用时以插件形式接入Pytorch,不对Pytorch原生代码进行侵入式修改,可以提高代码灵活性并降低代码维护成本,开发者可以在不影响主项目的情况下,自由地进行代码改进、修复漏洞和添加新功能,实现快速迭代和测试。 + The decoupled code is not directly integrated into the PyTorch main codebase. Instead, a separate repository is created to independently place the code. It is plugged into PyTorch as a plugin when used, without making invasive modifications to the native PyTorch code. This approach enhances code flexibility and reduces maintenance costs. Developers can freely improve the code, fix bugs, and add new features without affecting the PyTorch main project, thus enabling rapid iteration and testing. ## **Prior Art**(1人) 崔巍 @@ -323,29 +319,23 @@ Below are two examples of patches. We hope that, with the collective effort of the PyTorch community, these patches can eventually be eliminated. -## Next Steps(1人)侯丽亚 - -Will implement it. - -Phase 1: 代码解耦与目录重构 (预计周期: 2个月) - -1. 核心模块解耦 - - 完成 `aten/src/ATen/cuda` 和 `c10/cuda` 的代码分离,建立独立编译单元 - - 重构 `torch/csrc/cuda` 的 Python-C++ 绑定层,确保与核心框架解耦 - - 验证分布式 (`distributed/c10d/cuda`) 和性能分析 (`profiler/stubs/cuda`) 模块的插件化可行性 -2. 目录结构调整 - - 迁移 CUDA 相关代码至新目录结构(如 `csrc/framework/cuda`) - - 标准化 backends/ 下的 Python 接口,统一命名规范(如 `torch.backends.pu1` 替代 `torch.backends.cuda`) -3. 构建系统适配 - - 实现 torch_cuda 和 torch_python_cuda 的独立 CMake 工程 - - 统一新设备专用扩展构建器 `torch.utils.cpp_extension.NewDeviceCppExtension` ,支持多后端编译隔离 - -Phase 2: 兼容性测试与第三方硬件接入 (预计周期: 1个月) - -1. 向后兼容性保障 - - 维护 torch.cuda.* 的临时别名,通过 Deprecation Warning 引导用户迁移至 torch.pu1.* - - 测试现有 CUDA 模型的兼容性(重点验证 is_cuda() 等调用的替换逻辑) - - 编写《硬件后端接入指南》 -2. 第三方厂商协作 - - 与 moer 等厂商合作,验证 PrivateUse1 接入路径的可行性 - - 编写《硬件后端接入指南》 +## **Next Steps** + +Implementing this RFC proposal is a two-phase process. In the short term (phase 1), we shall implement code decoupling and directory restructuring for the CUDA backend. In the long term (phase 1), we will integrate more new backends using the proposed plan. + +*Phase 1*: CUDA code decoupling and directory restructuring +- CUDA code decoupling + - CUDA C/C++ code decoupling + - Python binding code decoupling + - Python code decoupling +- Directory restructuring + - Migrate decoupled code into new directory hierarchy + - Supplement necessary header/source/configuration code +- Building system refactoring + - Develop wrapped cmake toolkit + - Make standalone build project for CUDA + - Implement dedicated extension builder + +*Phase 2*: More third-party hardware backends integration +- Intreating third-party hardware backends into PyTorch using CUDA key based on the decoupled methodology +- Unifying the integration of CUDA backends and other backends using the same key (e.g., PrivateUse1 key) From f1efafb812d856915acdb6f0f491b1fef7d95463 Mon Sep 17 00:00:00 2001 From: Jiaxi Wang Date: Thu, 14 Aug 2025 10:52:13 +0800 Subject: [PATCH 28/42] translate Prior Art --- RFC-0039-decouple-cuda-codes.md | 17 ++++++++--------- 1 file changed, 8 insertions(+), 9 deletions(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index 6218a6ac..746d9d11 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -279,19 +279,18 @@ There are two possible placement strategies for the decoupled CUDA code: The decoupled code is not directly integrated into the PyTorch main codebase. Instead, a separate repository is created to independently place the code. It is plugged into PyTorch as a plugin when used, without making invasive modifications to the native PyTorch code. This approach enhances code flexibility and reduces maintenance costs. Developers can freely improve the code, fix bugs, and add new features without affecting the PyTorch main project, thus enabling rapid iteration and testing. -## **Prior Art**(1人) 崔巍 +## **Prior Art** -### 社区讨论 -* Issue #129027(“将部分公用 API 从 torch::cuda::initModule 提取到 torch::initModule”):讨论指出当前有一些仅与 CUDA 实现无关的公用功能(例如缓存张量开关、缓存张量管理等)被定义在 torch/csrc/cuda/Module.cpp 中解决思路是将这些与设备无关的 API 从 CUDA 初始化模块中抽取出来,放入通用的 torch 模块,以便其他设备也能复用 -* Issue #131881(“解耦部分通用 API 与 CUDA 构建”):与 #129027 类似,该提案关注将当前只能在启用 CUDA 时才暴露的通用 API(如 _set_storage_access_error_msg、_storage_Use_Count 等)移动到基础模块中问题描述中展示了一段 torch/csrc/cuda/Module.cpp 的注册代码片段,并建议“从 torch::cuda::initModule(module) 中移动到 torch::initModule()”,以实现功能与设备无关的解耦截至目前,这些讨论还处于提案阶段,主要体现了社区对将 CUDA 相关代码拆分为通用层的需求。 +### Discussions among PyTorch community +- [PyTorch issue #129027](https://github.com/pytorch/pytorch/issues/129027) (Extract some public APIs from torch::cuda::initModule(module) to torch::initModule()) concluded that currently there are some APIs in `torch::cuda::initModule(module)` that are device-independent and suggested extracting these APIs so that they can be used by all devices. +- Similar with PyTorch issue #129027, [PyTorch issue #131881](https://github.com/pytorch/pytorch/issues/131881) (Decouple some generic APIs with CUDA building) proposed that currently there are some API are generic but defined in `torch/csrc/cuda/Module.cpp` and only exposed when `USE_CUDA=O`. The resulting pitch suggested to move the APIs `from torch::cuda::initModule(module)` to `torch::initModule()`. -### 第三方厂商实践 +### Practice from third-party hardware vendors +- [Cambricon (MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop): Cambricon has released a PyTorch extension package called CATCH to integrate Cambricon MLU devices. CATCH is a package independent of the main PyTorch distribution. It integrates the Cambricon-specific backend into the native PyTorch source code by applying patches. Specifically, under the PyTorch Extension mechanism, CATCH encapsulates the Aten operators for Cambricon devices and then uses patches to register these operators into PyTorch's native operator registration framework. Through this approach, MLU-related code (such as the addition of the MLU device type and corresponding operator registrations) is introduced during PyTorch compilation, allowing the MLU device to be selected for computation at runtime (by setting `device="mlu"`). Currently, CATCH can support multi-card training and fused inference in TorchScript mode on a patched version of PyTorch, but it has not yet established a general dynamic multi-backend loading mechanism. It typically requires running with a specifically configured PyTorch binary (a version with MLU patches) to run. -* 寒武纪 (Cambricon):寒武纪推出了名为 CATCH 的 PyTorch 扩展包,以支持 Cambricon MLU 设备CATCH 是独立于主 PyTorch 发行版的包,通过对原生 PyTorch 源码应用补丁(patch)的方式将寒武纪专用后端集成进去具体做法是在 PyTorch Extension 机制下,将 Cambricon 设备的 Aten 算子封装在 CATCH 中,然后借助补丁把这些算子注册到原生 PyTorch 的算子注册框架中Cambricon 的构建流程使用 CMake 脚本和 Docker 容器管理,CATCH 自身包含多卡训练和 TorchScript 图融合的支持,已实现对 MLU370 等硬件的训练/推理支持通过这种方式,PyTorch 编译时引入了 MLU 相关代码(如新增 MLU 设备类型和对应算子注册),在运行时可以选择使用 MLU 设备进行计算(类似 device="mlu")。目前 CATCH 已能在开启补丁的 PyTorch 上支持多卡训练和 TorchScript 模式下的融合推理,但尚未形成通用动态多后端加载机制,通常需要使用特定配置的 PyTorch 二进制(带 MLU 补丁的版本)来运行。 +- [Moore Threads (GPU)](https://github.com/MooreThreads/torch_musa): Moore Threads has developed a PyTorch plugin package called `torch_musa` to support its MUSA GPU through a "plugin-based" approach. The implementation leverages PyTorch's PrivateUse1 device key (reserved for third-party hardwares) to register the "MUSA" device type. It then adapts CUDA code to MUSA through text transformation and a custom compilation toolchain. This process includes using a self-developed MUSAExtension (similar to CUDAExtension) to build native extensions, employing tools like SimplePorting to replace "cuda" with "musa" in `*.cu` files, and substituting dependencies such as `cublas` with their MUSA equivalents. The build process requires Moore Threads' proprietary MUSA compiler (MCC) and SDK. Scripts provided by Moore Threads can automatically download and compile the modified PyTorch and torch_musa code. After installing torch_musa, users can utilize the MUSA device in the same way as CUDA (with identical API call formats), maintaining compatibility with native PyTorch programming practices. In practice, torch_musa provides tensor computation support for MUSA GPUs and claims to have "achieved CUDA compatibility, significantly reducing the effort required to adapt new operators." Multiple wheel distributions and source releases of torch_musa are now available, supporting training and inference on MUSA devices without modifying the upper-layer model code. For dynamic multi-backend switching, users can select the corresponding hardware by setting `torch.device("cuda")` or `torch.device("musa")`, although the corresponding plugin-enabled version of PyTorch must be installed and loaded at the lower level beforehand. -* 摩尔线程 (MooreThreads):摩尔线程提供了名为 torch_musa 的 PyTorch 插件包,通过 “插件化” 的方式支持其 MUSA GPU。该项目以扩展包形式发行,官方描述“以 plug-in 方式开发,使 torch_musa 与 PyTorch 解耦”实现原理是利用 PyTorch 的 PrivateUse1 设备键(PrivateUse1 预留给第三方硬件)注册“MUSA”设备类型,并通过文本转换和自定义编译工具链将 CUDA 代码适配到 MUSA。具体包括使用自研的 MUSAExtension(类似于 CUDAExtension)来构建本地扩展、使用 SimplePorting 等工具将 .cu 文件中的 cuda 替换为 musa、将依赖如 cublas 替换为 MUSA 对应的库等构建时需依赖摩尔线程提供的 MUSA 编译器(mcc)和 SDK,并可通过其脚本自动下载并编译改造后的 PyTorch 和 torch_musa。使用 torch_musa 后,用户可以像使用 CUDA 一样使用 MUSA 设备(相同的 API 调用格式),且兼容原生 PyTorch 的编程习惯实践效果方面,torch_musa 提供了对 MUSA GPU 的张量计算支持,并且声明了“实现了 CUDA 兼容性,大大减少新算子适配的工作量”目前 torch_musa 已有多个版本的轮子和源码发布,支持在不修改上层模型代码的前提下使用 MUSA 设备进行训练和推理;动态多后端切换方面,可通过设置不同的 torch.device("cuda") 或 torch.device("musa") 来选择对应硬件,但底层需要先行安装并加载相应插件版本的 PyTorch。 - -总体而言,Cambricon 和摩尔线程都通过插件式、补丁式改造方式实现了 CUDA 编译逻辑的拆分:前者需要维护带补丁的 PyTorch 分支,后者则在保持主 PyTorch 源兼容的基础上提供独立扩展包,两者都在实践中支持了各自设备的动态加载与调用。 +In summary, both Cambricon and Moore Threads have achieved the separation of CUDA compilation logic through plugin-based or patch-based modifications: the former requires maintaining a patched PyTorch branch, while the latter provides an independent extension package while preserving compatibility with the main PyTorch source. Both approaches have successfully enabled dynamic loading and invocation of their respective hardware devices in practice. ## **Unresolved Questions** From 10bcc9c5faeca823a9876722774d52af880a980d Mon Sep 17 00:00:00 2001 From: Jiaxi Wang Date: Thu, 14 Aug 2025 14:31:32 +0800 Subject: [PATCH 29/42] translate motivation section --- RFC-0039-decouple-cuda-codes.md | 61 ++++++++++----------------------- 1 file changed, 19 insertions(+), 42 deletions(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index 746d9d11..5df6b30b 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -30,18 +30,14 @@ This RFC proposal aims to fully integrate the strengths of both approaches while - Redesign the build system to support standalone compilation of the CUDA backend, simplifying the build process, reducing dependencies, and enabling faster incremental builds. - Provide a consistent template for integrating new third-party hardware backends. This reduces integration complexity and time-to-market, while enhancing consistency and pluggability across the PyTorch backend integration mechanism. -## **Motivation**(1人)祝贺 -传统上,NVIDIA GPU与CUDA架构长期作为PyTorch生态中唯一的并行计算解决方案。随着越来越多的厂家推出自己的高效能计算设备,如寒武纪MLU、Graphcore IPU等,当前生态暴露出以下关键问题: -- 重复开发成本:各厂商独立开发设备适配层,导致重复编写 -- 接口碎片化:不同硬件平台的API命名规则与实现方式差异显著,迫使用户维护多套设备专用代码。 -- 操作复杂性:尽管部分厂商通过PrivateUse1机制实现基础接入,但设备管理语义与算子命名仍未统一 -这种生态分裂现状与PyTorch硬件无关性的设计理念产生直接冲突,导致跨平台模型部署效率低下、硬件依赖性的研究复现困难、新型计算架构接入成本居高不下。 - -该方案的贡献: -- 抽象与标准化:对现有不同厂商的适配代码进行全面梳理,提取共性,将适配代码的命名和架构统一至PrivateUse1标准下,确保从前端到后端的一致性,减少不必要的重命名步骤。最终,让人工智能模型开发者在对设备无感的情况下使用pytorch。 -- 代码复用与通用性提升:通过详细的调用栈分析,识别并抽象出如设备管理(device)、流(stream)管理、事件(event)处理等通用组件,形成一套统一的接口规范。这样,各厂商仅需关注实现这些通用接口的底层硬件特定逻辑,大幅降低适配成本和复杂度。 -- 简化接入流程:建立一套标准化的接入流程指南,指导新加入的厂商如何快速、高效地基于PrivateUse1标准实现其硬件适配,确保新适配代码的高效整合与兼容性。 -- 开源社区协作与生态建设:通过统一的适配模式,鼓励各厂商共享适配经验,促进技术交流,推动不同显卡生态在PyTorch框架中的成熟与发展,使得PyTorch不再是某几种GPU硬件设备的专利,而是成为高性能计算领域最通用的框架。 +## **Motivation** + +For a long time, NVIDIA GPUs and the CUDA architecture have dominated the PyTorch ecosystem. However, as an increasing number of vendors introduce their own high-performance AI chips, the current ecosystem is revealing the following key issues: +- *Code coupling*. The CUDA code is too tightly coupled with the PyTorch codebase, resulting in poor modularity and high maintenance costs. +- *Integration effort*. Currently, different hardware backends may adopt varying integration methods into PyTorch. The integration approaches and code lack standardization and uniformity, leading to a significant amount of repetitive code during the integration process. Overall, the integration effort is substantial. +- *Code migration*. Due to the lack of integration code specification, different hardware backends provide APIs with varying names and styles, resulting in high code migration costs for PyTorch users. + +Therefore, to address issues such as the excessive coupling of CUDA code, and to improve the standardization, readability, scalability, and maintainability of third-party device integration code into PyTorch, we propose this RFC proposal. ## **Proposed Implementation** @@ -51,7 +47,7 @@ Looking across the PyTorch codebase, CUDA-related code is scattered across multi

CUDA-related-dirs
- Fig. 1 CUDA related directories and their functionalities + Fig. 1. CUDA related directories and their functionalities

Our main task is to extract the above-mentioned CUDA-related code from their respective directories and reorganize them under a redesigned and optimized directory structure. @@ -189,7 +185,7 @@ After decoupling the CUDA code, the next step is to reorganize it into a new dir

restructured-dirs
- Fig. 2 Restructured directories for CUDA codes + Fig. 2. Restructured directories for CUDA codes

In the following, we shall give an introduction to the restructured directory hierarchy (see Fig. 2). @@ -235,37 +231,18 @@ This RFC proposal has made the following key improvements/changes to the native

compiling
- Fig. 3 CUDA codes building (left: current; right: refactored) + Fig. 3. CUDA codes building (left: current; right: refactored)

-## **Metrics** 付泽伟 - -理想情况下pytroch应该作为一种与硬件无关的深度学习框架,就像操作系统一样对于使用者屏蔽底层硬件实现细节,并提供经过抽象的和便于使用的接口,这些接口不应该涉及任何和底层硬件实现有关的信息。Pytorch自定义一套与底层硬件无关的硬件抽象层,统一差异化的硬件接口(集合通信),使上层系统组件无需关注具体硬件实现,同时方便各个硬件厂商对接自己的硬件。然而现实情况和上面有差异,主要是以下几点。 - -1. 直接指定底层硬件 - 实际在使用pytorch的时候,经常涉及到在代码中直接指定底层硬件的情况,例如`torch.tensor([3,4]).cuda()`,假如在切换到第三方硬件后,pytorch的用户还需要对代码做不通程度的修改,而且由于缺乏硬件抽象,对于第三方的接入使用没有强制性的规定,导致用户代码在切换不同的底层硬件时所做的的修改不完全一样,给代码的通用性带来了挑战。 -2. pytorch和cuda的强依赖 - pytorch源码中直接涉及到调用cuda的接口,这导致了新的cuda版本发布后,需要等pytorch官方适配,pytorch此外代码中充斥了对cuda头文件的引用,需要通过设置对应的环境变量加以屏蔽,不便于用户理解。 -3. 第三方硬件接入困难 - 目前pytorch提供了privateuse1的DispatechKey,为开发者提供了一种扩展硬件的方式,然后在厂商的实际使用中还是存在问题,例如1.无法同时接入两个不同的后端,2.代码的侵入性强,需要在Pytorch框架层面修改核心组件例如(storage模块,device manange模块),这导致与官方代码的耦合度高,而且无法跟随Pytorch的版本自动升级。 - 我们提出的cuda代码抽象分离方案就是在看到以上问题的基础上提出的,主要具有以下的优点: -4. 对使用者屏蔽底层硬件实现 - 我们自定义了一套对底层的硬件抽象层,规定了在接入第三方硬件时应该实现的接口和调用规则,在用户使用层面,用户不用直接使用cuda这样的关键字,我们自定义了一套通用的关键字(cuda对应pu1,nccl对应pccl),底层硬件改变后对用户是无感的,用户不用频繁修改代码,真正做到一套代码全平台运行。 -5. 解除pytorch和cuda代码的强依赖 - 我们将cuda设备视为一个和第三方硬件一样的可接入的硬件,对cuda设备的接入方式和所有第三方硬件一致,并从pytorch代码中删除了对cuda的依赖,这样pytorch的版本升级不用和cuda升级同步,给双方留下的最大的灵活性。 -6. 方便接入第三方硬件 - 以往的第三方硬件接入过程中,各个厂商分别实现接入代码,导致代码臃肿和功能重复,现在我们提供了硬件抽象层的基类实现,一些通用的功能已经实现完毕,并预留出了和硬件强相关的接口,各个厂商只需要按照要求实现这些接口即可实现硬件接入pytorch。由于通用了代码,当框架代码升级时第三方硬件也能自动享受框架升级带来的性能提升。 - -## **Drawbacks** 付泽伟 - -Are there any reasons why we should not do this? Here we aim to evaluate risk and check ourselves. +## **Metrics and Drawbacks** -Please consider: +### Metrics +- Achieving better modularization and structure of CUDA code, and making the code easier to maintain +- Can server as a template for backend integration into PyTorch for different vendors and reducing their integration effort +- Users may use the identical PyTorch CUDA APIs to write their code (device-agnostic code), thus reducing the code migration cost between different backends -* is it a breaking change? -* Impact on UX -* implementation cost, both in terms of code size and complexity -* integration of this feature with other existing and planned features +### Drawbacks +- Implementing this RFC proposal may result in a breaking change to the codebase ## **Alternatives** @@ -320,7 +297,7 @@ We hope that, with the collective effort of the PyTorch community, these patches ## **Next Steps** -Implementing this RFC proposal is a two-phase process. In the short term (phase 1), we shall implement code decoupling and directory restructuring for the CUDA backend. In the long term (phase 1), we will integrate more new backends using the proposed plan. +Implementing this RFC proposal is a two-phase process. In the short term (phase 1), we shall implement code decoupling and directory restructuring for the CUDA backend. In the long term (phase 2), we will integrate more new backends using the proposed plan. *Phase 1*: CUDA code decoupling and directory restructuring - CUDA code decoupling From f19dad11aa4155171b42c64c0f54c5348f4dd81c Mon Sep 17 00:00:00 2001 From: Jiaxi Wang Date: Thu, 14 Aug 2025 15:16:34 +0800 Subject: [PATCH 30/42] fix typo --- RFC-0039-decouple-cuda-codes.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index 5df6b30b..aa09b345 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -212,7 +212,7 @@ In the following, we shall give an introduction to the restructured directory hi This RFC proposal has made the following key improvements/changes to the native PyTorch CUDA device build process. -- *Standalone build project for CUDA*. We decouple the building process for CUDA as a standalone project, and outcomes two main components: +- *Standalone build project for CUDA*. We decouple the building process for CUDA as a standalone project, producing two main components: - `torch_cuda` - Framework and kernels - Device management From bc97d6b3f652a31dda7e4eaa8e7bbcd56748381e Mon Sep 17 00:00:00 2001 From: Jiaxi Wang Date: Thu, 14 Aug 2025 15:24:19 +0800 Subject: [PATCH 31/42] minor fix --- RFC-0039-decouple-cuda-codes.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index aa09b345..f6bdbdac 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -265,7 +265,7 @@ There are two possible placement strategies for the decoupled CUDA code: ### Practice from third-party hardware vendors - [Cambricon (MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop): Cambricon has released a PyTorch extension package called CATCH to integrate Cambricon MLU devices. CATCH is a package independent of the main PyTorch distribution. It integrates the Cambricon-specific backend into the native PyTorch source code by applying patches. Specifically, under the PyTorch Extension mechanism, CATCH encapsulates the Aten operators for Cambricon devices and then uses patches to register these operators into PyTorch's native operator registration framework. Through this approach, MLU-related code (such as the addition of the MLU device type and corresponding operator registrations) is introduced during PyTorch compilation, allowing the MLU device to be selected for computation at runtime (by setting `device="mlu"`). Currently, CATCH can support multi-card training and fused inference in TorchScript mode on a patched version of PyTorch, but it has not yet established a general dynamic multi-backend loading mechanism. It typically requires running with a specifically configured PyTorch binary (a version with MLU patches) to run. -- [Moore Threads (GPU)](https://github.com/MooreThreads/torch_musa): Moore Threads has developed a PyTorch plugin package called `torch_musa` to support its MUSA GPU through a "plugin-based" approach. The implementation leverages PyTorch's PrivateUse1 device key (reserved for third-party hardwares) to register the "MUSA" device type. It then adapts CUDA code to MUSA through text transformation and a custom compilation toolchain. This process includes using a self-developed MUSAExtension (similar to CUDAExtension) to build native extensions, employing tools like SimplePorting to replace "cuda" with "musa" in `*.cu` files, and substituting dependencies such as `cublas` with their MUSA equivalents. The build process requires Moore Threads' proprietary MUSA compiler (MCC) and SDK. Scripts provided by Moore Threads can automatically download and compile the modified PyTorch and torch_musa code. After installing torch_musa, users can utilize the MUSA device in the same way as CUDA (with identical API call formats), maintaining compatibility with native PyTorch programming practices. In practice, torch_musa provides tensor computation support for MUSA GPUs and claims to have "achieved CUDA compatibility, significantly reducing the effort required to adapt new operators." Multiple wheel distributions and source releases of torch_musa are now available, supporting training and inference on MUSA devices without modifying the upper-layer model code. For dynamic multi-backend switching, users can select the corresponding hardware by setting `torch.device("cuda")` or `torch.device("musa")`, although the corresponding plugin-enabled version of PyTorch must be installed and loaded at the lower level beforehand. +- [Moore Threads (GPU)](https://github.com/MooreThreads/torch_musa): Moore Threads has developed a PyTorch plugin package called `torch_musa` to support its MUSA GPU through a "plugin-based" approach. The implementation leverages PyTorch's PrivateUse1 device key (reserved for third-party hardwares) to register the "MUSA" device type. It then adapts CUDA code to MUSA through text transformation and a custom compilation toolchain. This process includes using a self-developed MUSAExtension (similar to CUDAExtension) to build native extensions, employing tools like SimplePorting to replace `"cuda"` with `"musa"` in `*.cu` files, and substituting dependencies such as `cublas` with their MUSA equivalents. The build process requires Moore Threads' proprietary MUSA compiler (MCC) and SDK. Scripts provided by Moore Threads can automatically download and compile the modified PyTorch and torch_musa code. After installing torch_musa, users can utilize the MUSA device in the same way as CUDA (with identical API call formats), maintaining compatibility with native PyTorch programming practices. In practice, torch_musa provides tensor computation support for MUSA GPUs and claims to have "achieved CUDA compatibility, significantly reducing the effort required to adapt new operators." Multiple wheel distributions and source releases of torch_musa are now available, supporting training and inference on MUSA devices without modifying the upper-layer model code. For dynamic multi-backend switching, users can select the corresponding hardware by setting `torch.device("cuda")` or `torch.device("musa")`, although the corresponding plugin-enabled version of PyTorch must be installed and loaded at the lower level beforehand. In summary, both Cambricon and Moore Threads have achieved the separation of CUDA compilation logic through plugin-based or patch-based modifications: the former requires maintaining a patched PyTorch branch, while the latter provides an independent extension package while preserving compatibility with the main PyTorch source. Both approaches have successfully enabled dynamic loading and invocation of their respective hardware devices in practice. From 9268f7b448eb220e1b2bac4c2071f90e433d821e Mon Sep 17 00:00:00 2001 From: Jiaxi Wang Date: Mon, 25 Aug 2025 11:45:45 +0800 Subject: [PATCH 32/42] revise Summary and Highlights --- RFC-0039-decouple-cuda-codes.md | 23 ++++++++++------------- 1 file changed, 10 insertions(+), 13 deletions(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index f6bdbdac..e4fbc327 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -12,23 +12,20 @@ - @Fuzewei - @aaacaiji -## **Summary** +## **Summary** -Currently, third-party hardware backends primarily integrate with PyTorch through three methods: -- reusing the CUDA key and its code logic (e.g., [Kunlunxin XPU](https://gitee.com/kunlunxin/pytorch) and [MetaX MACA](https://github.com/MetaX-MACA/mcPytorch/tree/2.4)), -- utilizing predefined PyTorch in-tree keys along with partial implementation codes (such as [AMD HIP](https://github.com/ROCm/pytorch) and [Intel XPU](https://github.com/intel/intel-extension-for-pytorch)), -- leveraging the reserved PrivateUse1 key (e.g., [Ascend NPU](https://gitee.com/ascend/pytorch) and [Cambricon MLU](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop)). - -On one hand, due to the dominant ecosystem position of the CUDA software stack, some hardware vendors opt to directly reuse the CUDA key, achieving compatibility via CUDA APIs to minimize the code migration cost for PyTorch users. The advantage of this approach is that it allows direct reuse of CUDA code logic, resulting in relatively less integration effort for the vendors. However, to fully leverage the hardware's capabilities, invasive modifications to CUDA kernels and related code are often required. On the other hand, with the continuous improvement of the PrivateUse1 integration mechanism, an increasing number of vendors are adopting this method. Its main benefit is minimal intrusive modification to PyTorch, although it demands greater integration effort from vendors (e.g., inability to directly reuse CUDA code logic). - -This RFC proposal aims to fully integrate the strengths of both approaches while addressing their respective shortcomings. The plan is to first decouple the CUDA code, establishing a relatively independent directory structure and compilation units. Subsequently, we will gradually enable unified integration mechanisms for the CUDA hardware backend, CUDA-like hardware backends, and other hardware backends with different architectures into PyTorch. +This RFC proposal aims to decouple the CUDA-related code from the PyTorch main codebase and reorganize it into a dependent and modular directory hierarchy with the help of a build optimization toolkit. Specifically, the proposal covers the following work: +- Decouple CUDA-related code from the main codebase at both the inter-file and intra-file levels, reducing the PyTorch core framework's direct dependency on CUDA. +- Refine the directory hierarchy for third-party backend integration and consolidate the CUDA-related code within it. +- Redesign the build system to support standalone compilation of the CUDA backend and develop a wrapped cmake toolkit to support and streamline the build process. ## **Highlights** -- Decouple CUDA-related code from the main codebase to reduce the direct dependency of the PyTorch core framework code on CUDA, thereby improving overall code maintainability and modularity. -- Refine the directory hierarchy to make it clearer and more consistent, enhancing code readability and maintainability. This enables developers to quickly locate and understand backend integration logic, lowers the onboarding barrier for new contributors, and provides a more developer-friendly structure for long-term maintenance and community contributions. -- Redesign the build system to support standalone compilation of the CUDA backend, simplifying the build process, reducing dependencies, and enabling faster incremental builds. -- Provide a consistent template for integrating new third-party hardware backends. This reduces integration complexity and time-to-market, while enhancing consistency and pluggability across the PyTorch backend integration mechanism. +- *Loosely coupled CUDA code*. CUDA-related code is decoupled to reduce the direct dependency of the PyTorch core framework code on CUDA, thereby improving overall code maintainability and modularity. +- *Enhanced code directory hierarchy*. The backend integration code directory hierarchy is refined to make it clearer and more consistent, thus enhancing code readability and maintainability. This also enables developers to quickly locate and understand backend integration logic, lowers the onboarding barrier for new contributors, and provides a more developer-friendly structure for long-term maintenance and community contributions. +- *Build process optimization*. Enables standalone compilation of the CUDA backend, simplifying the build process, reducing dependencies, and accelerating incremental builds. + +**Beyond that, this RFC proposal establishes a standardized workflow and mechanism for integrating third-party hardware backends into PyTorch.** ## **Motivation** From c728addf746c2cf2b2807b8df7d4ee2ed082e29b Mon Sep 17 00:00:00 2001 From: Jiaxi Wang Date: Mon, 25 Aug 2025 14:42:29 +0800 Subject: [PATCH 33/42] merge figs --- RFC-0039-assets/CUDA-related-dirs.png | Bin 303812 -> 0 bytes RFC-0039-assets/directory-refactor.png | Bin 0 -> 185877 bytes RFC-0039-assets/restructured-dirs.png | Bin 268547 -> 0 bytes RFC-0039-decouple-cuda-codes.md | 29 +++++++++++-------------- 4 files changed, 13 insertions(+), 16 deletions(-) delete mode 100644 RFC-0039-assets/CUDA-related-dirs.png create mode 100644 RFC-0039-assets/directory-refactor.png delete mode 100644 RFC-0039-assets/restructured-dirs.png diff --git a/RFC-0039-assets/CUDA-related-dirs.png 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a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index e4fbc327..d45d810f 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -14,7 +14,7 @@ ## **Summary** -This RFC proposal aims to decouple the CUDA-related code from the PyTorch main codebase and reorganize it into a dependent and modular directory hierarchy with the help of a build optimization toolkit. Specifically, the proposal covers the following work: +This RFC proposal aims to decouple the CUDA-related code from the PyTorch main codebase and reorganize it into a independent and modular directory hierarchy with the help of a build optimization toolkit. Specifically, the proposal covers the following work: - Decouple CUDA-related code from the main codebase at both the inter-file and intra-file levels, reducing the PyTorch core framework's direct dependency on CUDA. - Refine the directory hierarchy for third-party backend integration and consolidate the CUDA-related code within it. - Redesign the build system to support standalone compilation of the CUDA backend and develop a wrapped cmake toolkit to support and streamline the build process. @@ -38,13 +38,15 @@ Therefore, to address issues such as the excessive coupling of CUDA code, and to ## **Proposed Implementation** +This section proposes our implementation for decoupling, restructuring and building the CUDA code. We start by presenting the current directory structure of CUDA-related code. Afterwards, we develops two main approaches for separating the CUDA code from the PyTorch main codebase. Then we proposes a new directory hierarchy for CUDA backend integration code into PyTorch. Finally, we explain how to build CUDA code as a standalone build project using a wrapped cmake toolkit. + ### Current directory structure of CUDA-related code -Looking across the PyTorch codebase, CUDA-related code is scattered across multiple directories. These directories span various functional modules of PyTorch, as illustrated in Fig. 1 below: +Looking across the PyTorch codebase, CUDA-related code is scattered across multiple directories. These directories span various functional modules of PyTorch, as illustrated in Fig. 1 (left) below:

- CUDA-related-dirs
- Fig. 1. CUDA related directories and their functionalities + CUDA-dirs
+ Fig. 1. CUDA related directories and their functionalities. Left: current directory structure; Right: restructured directory hierarchy. Color-matched directories between left and right represent corresponding components.

Our main task is to extract the above-mentioned CUDA-related code from their respective directories and reorganize them under a redesigned and optimized directory structure. @@ -150,7 +152,7 @@ Some CUDA code is directly coupled with common code or code for other device bac - Other macros include `TORCH_CUDA_CU_API`, `TORCH_CUDA_CPP_API`, `TORCH_CUDA_CHECK` - CUDA-named codes - - Function `is_cuda`, backend key `kCUDA`, or device type `cuda`, such as: + - Function `is_cuda`, backend key `kCUDA`, or device type `cuda`, such as: ```cpp static CUDAHooksInterface* cuda_hooks = nullptr; xxtensor.is_cuda() @@ -178,14 +180,9 @@ Moreover, to enable standalone compilation of CUDA code, files required by CUDA ### Directory restructuring -After decoupling the CUDA code, the next step is to reorganize it into a new directory structure. Regarding directory restructuring, we first investigated the approaches used by several hardware vendors—such as [AMD (ROCm)](https://github.com/ROCm/pytorch), [Google (TPU)](https://github.com/pytorch/xla/tree/master), [Intel (XPU)](https://github.com/intel/intel-extension-for-pytorch), [Ascend (NPU)](https://gitee.com/ascend/pytorch), and [Cambricon (MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop) to adapt PyTorch to their hardwares. We analyzed their codebase directory structures, as well as the commonalities and specific modifications made during integration. Based on the analysis, we restructured the CUDA code directory layout shown in Fig. 1 into the new design as illustrated in Fig. 2. - -

- restructured-dirs
- Fig. 2. Restructured directories for CUDA codes -

+After decoupling the CUDA code, the next step is to reorganize it into a new directory structure. Regarding directory restructuring, we first investigated the approaches used by several hardware vendors—such as [AMD (ROCm)](https://github.com/ROCm/pytorch), [Google (TPU)](https://github.com/pytorch/xla/tree/master), [Intel (XPU)](https://github.com/intel/intel-extension-for-pytorch), [Ascend (NPU)](https://gitee.com/ascend/pytorch), and [Cambricon (MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop) to adapt PyTorch to their hardwares. We analyzed their codebase directory structures, as well as the commonalities and specific modifications made during integration. Based on the analysis, we restructured the CUDA code directory layout shown in Fig. 1 (left) into the new design as illustrated in Fig. 1 (right). -In the following, we shall give an introduction to the restructured directory hierarchy (see Fig. 2). +In the following, we shall give an introduction to the restructured directory hierarchy (see Fig. 1 (right)). - Create a `third_device/` directory under the PyTorch home directory to store code for third-party hardware backends integrating with PyTorch. The code for CUDA's integration with PyTorch will be placed under the `third_device/torch_cuda` directory. @@ -193,15 +190,15 @@ In the following, we shall give an introduction to the restructured directory hi - The `third_device/torch_cuda/torch_cuda` directory contains a collection of Python files (composed of two sub-directories `third_device/torch_cuda/torch_cuda/backends` and `third_device/torch_cuda/torch_cuda/core`) and a collection of C/C++ files (mainly located in the `third_device/torch_cuda/torch_cuda/csrc` directory). -- The `third_device/torch_cuda/torch_cuda/backends` directory and `third_device/torch_cuda/torch_cuda/core` directory correspond to `torch/backends` directory and `torch/cuda` directory in Fig. 1, respectively. +- The `third_device/torch_cuda/torch_cuda/backends` directory and `third_device/torch_cuda/torch_cuda/core` directory in Fig. 1 (right) correspond to `torch/backends` directory and `torch/cuda` directory Fig. 1 (left), respectively. - The `third_device/torch_cuda/torch_cuda/csrc` directory consists of four sub-directories: `third_device/torch_cuda/torch_cuda/csrc/aten`, `third_device/torch_cuda/torch_cuda/csrc/framework`, `third_device/torch_cuda/torch_cuda/csrc/jit`, and `third_device/torch_cuda/torch_cuda/csrc/framework`. -- The `third_device/torch_cuda/torch_cuda/csrc/aten` directory merges the two directories of `torch/aten` and `torch/caffe2` in Fig. 1. +- The `third_device/torch_cuda/torch_cuda/csrc/aten` directory in Fig. 1 (right) merges the two directories of `torch/aten` and `torch/caffe2` in Fig. 1 (left). -- The `third_device/torch_cuda/torch_cuda/csrc/framework` directory is mainly composed of `torch/csrc/cuda` and `torch/csrc/distributed` directories shown in Fig. 1. +- The `third_device/torch_cuda/torch_cuda/csrc/framework` directory in Fig. 1 (right) is mainly composed of `torch/csrc/cuda` and `torch/csrc/distributed` directories shown in Fig. 1 (left). -- The `third_device/torch_cuda/torch_cuda/csrc/jit` directory corresponds to the CUDA-specific portion in `torch/csrc/jit` directory presented in Fig. 1. +- The `third_device/torch_cuda/torch_cuda/csrc/jit` directory in Fig. 1 (right) corresponds to the CUDA-specific portion in `torch/csrc/jit` directory presented in Fig. 1 (left). - Finally, the `third_device/torch_cuda/torch_cuda/csrc/pybinding` directory is used to store the Python binding codes from C/C++ to Python. 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+ Fig. 2. PyTorch code build process. Left shows the current build process, where CPU and CUDA code is built in a single stage. Right shows the refactored build process, where CPU code build and CUDA code build are two independent processes. +

This RFC proposal has made the following key improvements/changes to the native PyTorch CUDA device build process. -- *Standalone build project for CUDA*. We decouple the building process for CUDA as a standalone project, producing two main components: +- *Standalone build project for CUDA*. We decouple the build process for CUDA as a standalone project (see Fig. 2 (right)), resulting a two-stage build process (i.e., torch_cpu and torch_cuda stages) and producing three main components (see Fig. 3): - `torch_cuda` - Framework and kernels - Device management - JIT compile engine - Linear algebra - `torch_python_cuda` + - Python bindings + - `torch_CUDAC` - Python module and APIs - *Wrapped cmake toolkit*. We wrap and develop a `wrapped_cmake` build tool based on `tools.setup_helpers.cmake`. @@ -224,8 +233,8 @@ This RFC proposal has made the following key improvements/changes to the native - Unifying the dedicated extension builder `torch.utils.cpp_extension.NewDeviceCppExtension` for new backends

- compiling
- Fig. 3. CUDA codes building (left: current; right: refactored) + build-libs
+ Fig. 3. CUDA code build libs (left: current; right: refactored)

## **Metrics and Drawbacks** From 7a0428ffb99f48a74416d67c0bd86355da1178b6 Mon Sep 17 00:00:00 2001 From: Jiaxi Wang Date: Mon, 25 Aug 2025 16:36:04 +0800 Subject: [PATCH 35/42] revise Drawbacks --- RFC-0039-decouple-cuda-codes.md | 18 +++++++++++------- 1 file changed, 11 insertions(+), 7 deletions(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index 9cb85e4f..32000016 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -220,9 +220,9 @@ This RFC proposal has made the following key improvements/changes to the native - JIT compile engine - Linear algebra - `torch_python_cuda` - - Python bindings + - Python bindings and APIs - `torch_CUDAC` - - Python module and APIs + - Python module - *Wrapped cmake toolkit*. We wrap and develop a `wrapped_cmake` build tool based on `tools.setup_helpers.cmake`. - A standard build toolkit for PyTorch backend integration @@ -233,7 +233,7 @@ This RFC proposal has made the following key improvements/changes to the native - Unifying the dedicated extension builder `torch.utils.cpp_extension.NewDeviceCppExtension` for new backends

- build-libs
+ build-libs
Fig. 3. CUDA code build libs (left: current; right: refactored)

@@ -241,21 +241,25 @@ This RFC proposal has made the following key improvements/changes to the native ### Metrics - Achieving better modularization and structure of CUDA code, and making the code easier to maintain -- Can server as a template for backend integration into PyTorch for different vendors and reducing their integration effort +- Can server as a standardized workflow and mechanism for backend integration into PyTorch for different vendors and reducing their integration effort - Users may use the identical PyTorch CUDA APIs to write their code (device-agnostic code), thus reducing the code migration cost between different backends ### Drawbacks -- Implementing this RFC proposal may result in a breaking change to the codebase +- Implementing this RFC proposal may result in a breaking change to the codebase. To mitigate this impact, we propose adopting a smooth transition strategy: + - *Decouple CUDA Code*: Decouple and place the CUDA code into a new directory. This initial step is non-disruptive and will not affect the existing codebase or build process. + - *Introduce Build Flag*: Define a new build flag (e.g., USE_CUDA_INDEP) and allow PyTorch developers/users to between the current (legacy) build method and the new, refactored approach. + - *Deprecate Legacy Method*: Mark the original method of building the CUDA code as deprecated. This provides clear guidance and a timeline for users to migrate. + - *Complete Transition*: After a suitable deprecation period, remove the legacy CUDA code from the main codebase and fully transition to supporting only the refactored build method. ## **Alternatives** There are two possible placement strategies for the decoupled CUDA code: -- In-tree +- In-tree strategy Create a new directory `pytorch/third_device/torch_cuda` within the PyTorch codebase to place the separated code. The build process is integrated into the PyTorch build system. Before compilation, modifications to the native PyTorch code are applied in the form of patches. This approach enables seamless integration into the PyTorch ecosystem, allowing synchronized development and version updates with PyTorch. It offers higher security, better stability, strong compatibility, and eliminates the need for additional code adaptation and testing. -- Out-of-tree +- Out-of-tree strategy The decoupled code is not directly integrated into the PyTorch main codebase. Instead, a separate repository is created to independently place the code. It is plugged into PyTorch as a plugin when used, without making invasive modifications to the native PyTorch code. This approach enhances code flexibility and reduces maintenance costs. Developers can freely improve the code, fix bugs, and add new features without affecting the PyTorch main project, thus enabling rapid iteration and testing. From 32797e1b4a09c01219132e5e159946e0314929ad Mon Sep 17 00:00:00 2001 From: Jiaxi Wang Date: Mon, 25 Aug 2025 16:43:51 +0800 Subject: [PATCH 36/42] revise Next Steps --- RFC-0039-decouple-cuda-codes.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-codes.md index 32000016..1efb46b7 100644 --- a/RFC-0039-decouple-cuda-codes.md +++ b/RFC-0039-decouple-cuda-codes.md @@ -304,7 +304,9 @@ We hope that, with the collective effort of the PyTorch community, these patches ## **Next Steps** -Implementing this RFC proposal is a two-phase process. In the short term (phase 1), we shall implement code decoupling and directory restructuring for the CUDA backend. In the long term (phase 2), we will integrate more new backends using the proposed plan. +If the RFC proposal is accepted, our team plans to implement it. In fact, we have already validated the decoupling and refactoring scheme on PyTorch v2.0.1 and v2.6.0. We are eager to continue to implementing and optimizing this solution on the latest PyTorch main branch. + +In summary, implementing this RFC proposal is envisioned as a two-phase process. In the short term (phase 1), we shall implement code decoupling and directory restructuring for the CUDA backend. In the long term (phase 2), we will integrate more new backends using the proposed plan. *Phase 1*: CUDA code decoupling and directory restructuring - CUDA code decoupling @@ -321,4 +323,3 @@ Implementing this RFC proposal is a two-phase process. In the short term (phase *Phase 2*: More third-party hardware backends integration - Intreating third-party hardware backends into PyTorch using CUDA key based on the decoupled methodology -- Unifying the integration of CUDA backends and other backends using the same key (e.g., PrivateUse1 key) From efdab8ec4d30221c0382d1209413297e0e58391c Mon Sep 17 00:00:00 2001 From: Jiaxi Wang Date: Mon, 25 Aug 2025 16:48:57 +0800 Subject: [PATCH 37/42] rename RFC file --- RFC-0039-decouple-cuda-codes.md => RFC-0039-decouple-cuda-code.md | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename RFC-0039-decouple-cuda-codes.md => RFC-0039-decouple-cuda-code.md (100%) diff --git a/RFC-0039-decouple-cuda-codes.md b/RFC-0039-decouple-cuda-code.md similarity index 100% rename from RFC-0039-decouple-cuda-codes.md rename to RFC-0039-decouple-cuda-code.md From 8797b6d28efe0f0f97a5d292ab350a10f711fc42 Mon Sep 17 00:00:00 2001 From: Jiaxi Wang Date: Thu, 28 Aug 2025 11:40:12 +0800 Subject: [PATCH 38/42] revise fig and nex steps --- RFC-0039-decouple-cuda-code.md | 16 ++++++++++------ 1 file changed, 10 insertions(+), 6 deletions(-) diff --git a/RFC-0039-decouple-cuda-code.md b/RFC-0039-decouple-cuda-code.md index 1efb46b7..899011cc 100644 --- a/RFC-0039-decouple-cuda-code.md +++ b/RFC-0039-decouple-cuda-code.md @@ -1,12 +1,12 @@ # **CUDA code decoupling and directory restructuring** **Authors:** -- @ywwbill - @bjtuwjx - @jinghere11 - @bithighrr - @treestreamymw - @liyagit21 +- @ywwbill - @deadsec1994 - @leiborzhu - @Fuzewei @@ -182,6 +182,11 @@ Moreover, to enable standalone compilation of CUDA code, files required by CUDA After decoupling the CUDA code, the next step is to reorganize it into a new directory structure. Regarding directory restructuring, we first investigated the approaches used by several hardware vendors—such as [AMD (ROCm)](https://github.com/ROCm/pytorch), [Google (TPU)](https://github.com/pytorch/xla/tree/master), [Intel (XPU)](https://github.com/intel/intel-extension-for-pytorch), [Ascend (NPU)](https://gitee.com/ascend/pytorch), and [Cambricon (MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop) to adapt PyTorch to their hardwares. We analyzed their codebase directory structures, as well as the commonalities and specific modifications made during integration. Based on the analysis, we restructured the CUDA code directory layout shown in Fig. 1 (left) into the new design as illustrated in Fig. 1 (right). +

+ CUDA-dirs
+ Fig. 1. CUDA related directories and their functionalities. Left: current directory structure; Right: restructured directory hierarchy. Color-matched directories between left and right represent corresponding components. +

+ In the following, we shall give an introduction to the restructured directory hierarchy (see Fig. 1 (right)). - Create a `third_device/` directory under the PyTorch home directory to store code for third-party hardware backends integrating with PyTorch. The code for CUDA's integration with PyTorch will be placed under the `third_device/torch_cuda` directory. @@ -204,11 +209,11 @@ In the following, we shall give an introduction to the restructured directory hi ### Project build optimization -Since CPU code and CUDA code is tightly coupled in current PyTorch codebase, the build process for these code is also closely interconnected. The CPU code and CUDA code is built in a single stage process and will eventually built into unified shared libs, e.g., `libtorch`, `libtorch_python` and `lib_C` (see Fig. 2 (left)). +Since CPU code and CUDA code is tightly coupled in current PyTorch codebase, the build process for these code is also closely interconnected. The CPU code and CUDA code are built in a single stage process and will eventually built into unified shared libs, e.g., `libtorch`, `libtorch_python` and `lib_C` (see Fig. 2 (left)).

build-stages
- Fig. 2. PyTorch code build process. Left shows the current build process, where CPU and CUDA code is built in a single stage. Right shows the refactored build process, where CPU code build and CUDA code build are two independent processes. + Fig. 2. PyTorch code build process. Left shows the current build process, where CPU and CUDA code are built in a single stage. Right shows the refactored build process, where CPU code build and CUDA code build are two independent processes.

This RFC proposal has made the following key improvements/changes to the native PyTorch CUDA device build process. @@ -306,7 +311,7 @@ We hope that, with the collective effort of the PyTorch community, these patches If the RFC proposal is accepted, our team plans to implement it. In fact, we have already validated the decoupling and refactoring scheme on PyTorch v2.0.1 and v2.6.0. We are eager to continue to implementing and optimizing this solution on the latest PyTorch main branch. -In summary, implementing this RFC proposal is envisioned as a two-phase process. In the short term (phase 1), we shall implement code decoupling and directory restructuring for the CUDA backend. In the long term (phase 2), we will integrate more new backends using the proposed plan. +In summary, implementing this RFC proposal is envisioned as a two-phase process. In the short term (phase 1), we shall implement code decoupling, directory restructuring, and build optimization for the CUDA backend. In the long term (phase 2), we aim to promote our solution to more hardware vendors and we hope to integrate more new backends using the proposed solution. *Phase 1*: CUDA code decoupling and directory restructuring - CUDA code decoupling @@ -321,5 +326,4 @@ In summary, implementing this RFC proposal is envisioned as a two-phase process. - Make standalone build project for CUDA - Implement dedicated extension builder -*Phase 2*: More third-party hardware backends integration -- Intreating third-party hardware backends into PyTorch using CUDA key based on the decoupled methodology +*Phase 2*: Promote the solution to more hardware vendors From d0823c87f5234f9606c9023bec3259ca3a63b5fd Mon Sep 17 00:00:00 2001 From: Jiaxi Wang Date: Fri, 29 Aug 2025 15:32:34 +0800 Subject: [PATCH 39/42] revise Proposed Implementation --- RFC-0039-decouple-cuda-code.md | 15 +++------------ 1 file changed, 3 insertions(+), 12 deletions(-) diff --git a/RFC-0039-decouple-cuda-code.md b/RFC-0039-decouple-cuda-code.md index 899011cc..107a2ddb 100644 --- a/RFC-0039-decouple-cuda-code.md +++ b/RFC-0039-decouple-cuda-code.md @@ -16,7 +16,7 @@ This RFC proposal aims to decouple the CUDA-related code from the PyTorch main codebase and reorganize it into a independent and modular directory hierarchy with the help of a build optimization toolkit. Specifically, the proposal covers the following work: - Decouple CUDA-related code from the main codebase at both the inter-file and intra-file levels, reducing the PyTorch core framework's direct dependency on CUDA. -- Refine the directory hierarchy for third-party backend integration and consolidate the CUDA-related code within it. +- Propose a modular and standardized directory hierarchy for third-party backend integration, and consolidate all CUDA-related code within it. - Redesign the build system to support standalone compilation of the CUDA backend and develop a wrapped cmake toolkit to support and streamline the build process. ## **Highlights** @@ -38,18 +38,9 @@ Therefore, to address issues such as the excessive coupling of CUDA code, and to ## **Proposed Implementation** -This section proposes our implementation for decoupling, restructuring and building the CUDA code. We start by presenting the current directory structure of CUDA-related code. Afterwards, we develops two main approaches for separating the CUDA code from the PyTorch main codebase. Then we proposes a new directory hierarchy for CUDA backend integration code into PyTorch. Finally, we explain how to build CUDA code as a standalone build project using a wrapped cmake toolkit. +The first step toward decoupling CUDA code is to identify and isolate it. This is challenging in the current PyTorch codebase, where CUDA-related code is scattered across multiple directories (see Fig. 1, left), files, or even mixed with CPU code within the same file. To address this, we propose a decoupling approach at both inter-file and intra-file levels, leveraging metadata such as directory names, file names, extensions, configuration files, and build flags. -### Current directory structure of CUDA-related code - -Looking across the PyTorch codebase, CUDA-related code is scattered across multiple directories. These directories span various functional modules of PyTorch, as illustrated in Fig. 1 (left) below: - -

- CUDA-dirs
- Fig. 1. CUDA related directories and their functionalities. Left: current directory structure; Right: restructured directory hierarchy. Color-matched directories between left and right represent corresponding components. -

- -Our main task is to extract the above-mentioned CUDA-related code from their respective directories and reorganize them under a redesigned and optimized directory structure. +After decoupling, we reorganize the code into a new, modular directory hierarchy—designed to be clean and maintainable for developers. To support standalone builds and standardized integration for third-party backends, we also provide a set of supporting toolkits. ### Decoupling approaches From cbaf17358f4a2bee92ad43afa19b4225c2e9f2dd Mon Sep 17 00:00:00 2001 From: Weiwei Yang Date: Mon, 1 Sep 2025 13:55:30 +0800 Subject: [PATCH 40/42] rephrase --- RFC-0039-decouple-cuda-code.md | 108 ++++++++++++++++----------------- 1 file changed, 54 insertions(+), 54 deletions(-) diff --git a/RFC-0039-decouple-cuda-code.md b/RFC-0039-decouple-cuda-code.md index 107a2ddb..e4b412f4 100644 --- a/RFC-0039-decouple-cuda-code.md +++ b/RFC-0039-decouple-cuda-code.md @@ -1,4 +1,4 @@ -# **CUDA code decoupling and directory restructuring** +# **CUDA code decoupling and directory refactoring** **Authors:** - @bjtuwjx @@ -14,37 +14,37 @@ ## **Summary** -This RFC proposal aims to decouple the CUDA-related code from the PyTorch main codebase and reorganize it into a independent and modular directory hierarchy with the help of a build optimization toolkit. Specifically, the proposal covers the following work: -- Decouple CUDA-related code from the main codebase at both the inter-file and intra-file levels, reducing the PyTorch core framework's direct dependency on CUDA. -- Propose a modular and standardized directory hierarchy for third-party backend integration, and consolidate all CUDA-related code within it. +This RFC proposal aims to decouple the CUDA-related code from the PyTorch main codebase and refactor it into an independent and modularized directory hierarchy with the help of a build optimization toolkit. Specifically, the proposal covers the following work: +- Decouple CUDA-related code from the main codebase at both inter-file and intra-file levels, reducing the PyTorch core framework's direct dependency on CUDA. +- Propose a modularized and standardized directory hierarchy and consolidate all CUDA-related code within it as a reference for other third-party backend integration. - Redesign the build system to support standalone compilation of the CUDA backend and develop a wrapped cmake toolkit to support and streamline the build process. ## **Highlights** -- *Loosely coupled CUDA code*. CUDA-related code is decoupled to reduce the direct dependency of the PyTorch core framework code on CUDA, thereby improving overall code maintainability and modularity. -- *Enhanced code directory hierarchy*. The backend integration code directory hierarchy is refined to make it clearer and more consistent, thus enhancing code readability and maintainability. This also enables developers to quickly locate and understand backend integration logic, lowers the onboarding barrier for new contributors, and provides a more developer-friendly structure for long-term maintenance and community contributions. -- *Build process optimization*. Enables standalone compilation of the CUDA backend, simplifying the build process, reducing dependencies, and accelerating incremental builds. +- *Decoupled CUDA code*. CUDA-related code is decoupled to reduce the direct dependency of the PyTorch core framework code on CUDA, thereby improving the overall code maintainability and modularity. +- *Enhanced code directory hierarchy*. The backend integration code directory hierarchy is refined to be clearer and more consistent, thus enhancing code readability and maintainability. This also enables developers to quickly locate and understand the backend integration logic, lowers the onboarding barrier for new contributors, and provides a more developer-friendly hierarchy for long-term maintenance and community contributions. +- *Build process optimization*. It enables standalone compilation of the CUDA backend, simplifying the build process, reducing dependencies, and accelerating incremental builds. **Beyond that, this RFC proposal establishes a standardized workflow and mechanism for integrating third-party hardware backends into PyTorch.** ## **Motivation** -For a long time, NVIDIA GPUs and the CUDA architecture have dominated the PyTorch ecosystem. However, as an increasing number of vendors introduce their own high-performance AI chips, the current ecosystem is revealing the following key issues: +For a long time, NVIDIA GPUs and the CUDA architecture have dominated the PyTorch ecosystem. However, as an increasing number of vendors introduce their high-performance AI chips, current ecosystem is revealing the following key issues: - *Code coupling*. The CUDA code is too tightly coupled with the PyTorch codebase, resulting in poor modularity and high maintenance costs. -- *Integration effort*. Currently, different hardware backends may adopt varying integration methods into PyTorch. The integration approaches and code lack standardization and uniformity, leading to a significant amount of repetitive code during the integration process. Overall, the integration effort is substantial. +- *Integration effort*. Currently, different hardware backends may adopt varying integration methods into PyTorch. The integration approaches and code lack standardization and consistency, leading to a significant amount of repetitive code and substantial integration effort. - *Code migration*. Due to the lack of integration code specification, different hardware backends provide APIs with varying names and styles, resulting in high code migration costs for PyTorch users. -Therefore, to address issues such as the excessive coupling of CUDA code, and to improve the standardization, readability, scalability, and maintainability of third-party device integration code into PyTorch, we propose this RFC proposal. +Therefore, we present this RFC proposal to address these issues. ## **Proposed Implementation** -The first step toward decoupling CUDA code is to identify and isolate it. This is challenging in the current PyTorch codebase, where CUDA-related code is scattered across multiple directories (see Fig. 1, left), files, or even mixed with CPU code within the same file. To address this, we propose a decoupling approach at both inter-file and intra-file levels, leveraging metadata such as directory names, file names, extensions, configuration files, and build flags. +The first step toward decoupling CUDA code is to identify and isolate it. This is challenging in the current PyTorch codebase, because CUDA-related code is scattered across multiple directories (see Fig. 1, left), files, or even mixed with CPU code within the same file. To address this, we propose a decoupling approach at both inter-file and intra-file levels, leveraging metadata such as directory names, file names, extensions, configuration files, and build flags. -After decoupling, we reorganize the code into a new, modular directory hierarchy—designed to be clean and maintainable for developers. To support standalone builds and standardized integration for third-party backends, we also provide a set of supporting toolkits. +After decoupling, we refactor the code into a separate modularized directory hierarchy—designed to be clean and maintainable for developers. To support standalone builds and standardized integration for third-party backends, we also provide a set of supporting toolkits. ### Decoupling approaches -In terms of code origin, decoupling CUDA code primarily involves two levels: inter-file level decoupling and intra-file level decoupling. As the names suggest, inter-file decoupling refers to moving entire source files containing CUDA code from their original directories to new ones. In contrast, intra-file decoupling focuses on files that contain mixed code for CPU, CUDA, HIP, XPU, etc., where the CUDA-specific portions are separated out—either forming new files or being inserted into existing ones. +Depending on the code origin, decoupling CUDA code primarily involves two levels: inter-file level decoupling and intra-file level decoupling. As the names suggest, inter-file decoupling refers to moving entire source files containing CUDA code from their original directories to new ones. In contrast, intra-file decoupling focuses on files that contain mixed code for CPU, CUDA, HIP, XPU, etc., where the CUDA-specific portions are separated out—either into new files or existing ones. #### Inter-file level decoupling @@ -79,7 +79,7 @@ In the PyTorch codebase, some CUDA code is located within dedicated directories In fact, some inter-file level CUDA code has already been well categorized by the build configuration files (such as `CMakeLists.txt` and `*.bzl`) in the codebase. Therefore, we can also leverage these build configuration files to help identify and collect inter-file level CUDA code. -- Example 1:using `aten\src\ATen\CMakeLists.txt` to decouple CUDA code within the directory of `aten\src\ATen\native\miopen` +- Example 1:Use `aten\src\ATen\CMakeLists.txt` to decouple CUDA code within the directory `aten\src\ATen\native\miopen` ```cmake list(APPEND ATen_CUDA_CPP_SRCS @@ -95,15 +95,15 @@ list(APPEND ATen_CUDA_CPP_SRCS ) ``` -- Example 2:using `build_variables.bzl` to decouple CUDA code for the distributed functionality module +- Example 2:Use `build_variables.bzl` to decouple CUDA code for the distributed functionality module ```cmake -# These files are the only ones that are supported on Windows. +# These files are only supported on Windows. libtorch_cuda_distributed_base_sources = [ "torch/csrc/distributed/c10d/reducer_cuda.cpp", ] -# These files are only supported on Linux (and others) but not on Windows. +# These files are only supported on non-Windows systems. libtorch_cuda_distributed_extra_sources = [ "torch/csrc/distributed/c10d/CudaDMAConnectivity.cpp", "torch/csrc/distributed/c10d/NCCLUtils.cpp", @@ -127,7 +127,7 @@ libtorch_cuda_distributed_sources = libtorch_cuda_distributed_base_sources + lib #### Intra-file level decoupling -Some CUDA code is directly coupled with common code or code for other device backends within the same file. This requires identification and decoupling via flags such as environment variables, macro definitions, or CUDA-named codes. +Some CUDA code is coupled with common code or code for other device backends within the same file. This requires identification and decoupling via flags such as environment variables, macro definitions, or CUDA-named codes. - Environment variables or macro definitions - Macro `#if defined(__CUDA_ARCH__)`, such as in file: @@ -140,7 +140,7 @@ Some CUDA code is directly coupled with common code or code for other device bac - `torch/csrc/dynamo/guards.cpp` - `torch/csrc/inductor/aoti_runner/pybind.cpp` - `torch/csrc/jit` - - Other macros include `TORCH_CUDA_CU_API`, `TORCH_CUDA_CPP_API`, `TORCH_CUDA_CHECK` + - Other macros include `TORCH_CUDA_CU_API`, `TORCH_CUDA_CPP_API`, and `TORCH_CUDA_CHECK`. - CUDA-named codes - Function `is_cuda`, backend key `kCUDA`, or device type `cuda`, such as: @@ -151,7 +151,7 @@ Some CUDA code is directly coupled with common code or code for other device bac register_cuda_runner("cuda", &create_aoti_runner_cuda) ``` -Moreover, to enable standalone compilation of CUDA code, files required by CUDA compilation also need to be decoupled or migrated. The types of files that need to be supplemented include: +Moreover, to enable standalone compilation of CUDA code, dependent files also need to be decoupled or migrated. The types of files that need to be supplemented include: - `*.h`、`*.hpp` header files, such as: - `torch/csrc/autograd/functions/comm.h` @@ -169,47 +169,48 @@ Moreover, to enable standalone compilation of CUDA code, files required by CUDA - Stub files, such as: - `torch/csrc/stub.c` -### Directory restructuring +### Directory refactoring -After decoupling the CUDA code, the next step is to reorganize it into a new directory structure. Regarding directory restructuring, we first investigated the approaches used by several hardware vendors—such as [AMD (ROCm)](https://github.com/ROCm/pytorch), [Google (TPU)](https://github.com/pytorch/xla/tree/master), [Intel (XPU)](https://github.com/intel/intel-extension-for-pytorch), [Ascend (NPU)](https://gitee.com/ascend/pytorch), and [Cambricon (MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop) to adapt PyTorch to their hardwares. We analyzed their codebase directory structures, as well as the commonalities and specific modifications made during integration. Based on the analysis, we restructured the CUDA code directory layout shown in Fig. 1 (left) into the new design as illustrated in Fig. 1 (right). +After decoupling the CUDA code, the next step is to refactor it into a new directory hierarchy. We first investigate the adaptation approaches used by several hardware vendors—such as [AMD (ROCm)](https://github.com/ROCm/pytorch), [Google (TPU)](https://github.com/pytorch/xla/tree/master), [Intel (XPU)](https://github.com/intel/intel-extension-for-pytorch), [Ascend (NPU)](https://gitee.com/ascend/pytorch), and [Cambricon (MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop). We analyze their codebase directory hierarchy, as well as the commonalities and specific modifications during integration. Based on the analysis, we refactor the CUDA code directory shown (Fig. 1 (left)) into a new design (Fig. 1 (right)).

CUDA-dirs
- Fig. 1. CUDA related directories and their functionalities. Left: current directory structure; Right: restructured directory hierarchy. Color-matched directories between left and right represent corresponding components. + Fig. 1. CUDA related directories and their functionalities. Left: current directory hierarchy; Right: refactored directory hierarchy. Color-matched directories between left and right represent corresponding components.

-In the following, we shall give an introduction to the restructured directory hierarchy (see Fig. 1 (right)). +In the following, we shall give an introduction to the refactored directory hierarchy (see Fig. 1 (right)). -- Create a `third_device/` directory under the PyTorch home directory to store code for third-party hardware backends integrating with PyTorch. The code for CUDA's integration with PyTorch will be placed under the `third_device/torch_cuda` directory. +- Create a `third_device/` directory under the PyTorch home directory to store the code for third-party hardware backends integration. The code for CUDA's integration with PyTorch will be placed under the `third_device/torch_cuda` directory. -- The `third_device/torch_cuda` directory contains two subdirectories: `third_device/torch_cuda/torch_cuda` and `third_device/torch_cuda/torch_patches`. The `third_device/torch_cuda/torch_cuda` directory is the main one, used to store the CUDA code decoupled as described earlier; the `third_device/torch_cuda/torch_patches` directory is used to store temporary patches during the transition period (see [Unresolved Questions](#unresolved-questions) section for details). + - `third_device/torch_cuda` contains two subdirectories: `third_device/torch_cuda/torch_cuda` and `third_device/torch_cuda/torch_patches`. -- The `third_device/torch_cuda/torch_cuda` directory contains a collection of Python files (composed of two sub-directories `third_device/torch_cuda/torch_cuda/backends` and `third_device/torch_cuda/torch_cuda/core`) and a collection of C/C++ files (mainly located in the `third_device/torch_cuda/torch_cuda/csrc` directory). + - `third_device/torch_cuda/torch_cuda` contains a collection of Python files (composed of sub-directories `third_device/torch_cuda/torch_cuda/backends` and `third_device/torch_cuda/torch_cuda/core`) and a collection of C/C++ files (mainly located in the `third_device/torch_cuda/torch_cuda/csrc` directory). -- The `third_device/torch_cuda/torch_cuda/backends` directory and `third_device/torch_cuda/torch_cuda/core` directory in Fig. 1 (right) correspond to `torch/backends` directory and `torch/cuda` directory Fig. 1 (left), respectively. + - `third_device/torch_cuda/torch_cuda/backends` and `third_device/torch_cuda/torch_cuda/core` in Fig. 1 (right) correspond to `torch/backends` and `torch/cuda` Fig. 1 (left), respectively. -- The `third_device/torch_cuda/torch_cuda/csrc` directory consists of four sub-directories: `third_device/torch_cuda/torch_cuda/csrc/aten`, `third_device/torch_cuda/torch_cuda/csrc/framework`, `third_device/torch_cuda/torch_cuda/csrc/jit`, and `third_device/torch_cuda/torch_cuda/csrc/framework`. + - `third_device/torch_cuda/torch_cuda/csrc` consists of four sub-directories: `third_device/torch_cuda/torch_cuda/csrc/aten`, `third_device/torch_cuda/torch_cuda/csrc/framework`, `third_device/torch_cuda/torch_cuda/csrc/jit`, and `third_device/torch_cuda/torch_cuda/csrc/framework`. -- The `third_device/torch_cuda/torch_cuda/csrc/aten` directory in Fig. 1 (right) merges the two directories of `torch/aten` and `torch/caffe2` in Fig. 1 (left). + - `third_device/torch_cuda/torch_cuda/csrc/aten` in Fig. 1 (right) merges `torch/aten` and `torch/caffe2` in Fig. 1 (left). -- The `third_device/torch_cuda/torch_cuda/csrc/framework` directory in Fig. 1 (right) is mainly composed of `torch/csrc/cuda` and `torch/csrc/distributed` directories shown in Fig. 1 (left). + - `third_device/torch_cuda/torch_cuda/csrc/framework` in Fig. 1 (right) is mainly composed of `torch/csrc/cuda` and `torch/csrc/distributed` in Fig. 1 (left). -- The `third_device/torch_cuda/torch_cuda/csrc/jit` directory in Fig. 1 (right) corresponds to the CUDA-specific portion in `torch/csrc/jit` directory presented in Fig. 1 (left). + - `third_device/torch_cuda/torch_cuda/csrc/jit` in Fig. 1 (right) corresponds to the CUDA-specific portion in `torch/csrc/jit` in Fig. 1 (left). -- Finally, the `third_device/torch_cuda/torch_cuda/csrc/pybinding` directory is used to store the Python binding codes from C/C++ to Python. + - `third_device/torch_cuda/torch_cuda/csrc/pybinding` stores the Python binding codes. + - `third_device/torch_cuda/torch_patches`: stores temporary patches during the transition period (see [Unresolved Questions](#unresolved-questions) for details). ### Project build optimization -Since CPU code and CUDA code is tightly coupled in current PyTorch codebase, the build process for these code is also closely interconnected. The CPU code and CUDA code are built in a single stage process and will eventually built into unified shared libs, e.g., `libtorch`, `libtorch_python` and `lib_C` (see Fig. 2 (left)). +Since CPU and CUDA code is tightly coupled in current PyTorch codebase, the build process for these code is also closely interleaved. The CPU code and CUDA code are built in a single stage process and packed into unified shared libs, e.g., `libtorch`, `libtorch_python` and `lib_C` (see Fig. 2 (left)).

build-stages
- Fig. 2. PyTorch code build process. Left shows the current build process, where CPU and CUDA code are built in a single stage. Right shows the refactored build process, where CPU code build and CUDA code build are two independent processes. + Fig. 2. PyTorch code build process. Left: current build process, where CPU and CUDA code are built in a single stage. Right: refactored build process, where CPU code build and CUDA code build are two separate processes.

This RFC proposal has made the following key improvements/changes to the native PyTorch CUDA device build process. -- *Standalone build project for CUDA*. We decouple the build process for CUDA as a standalone project (see Fig. 2 (right)), resulting a two-stage build process (i.e., torch_cpu and torch_cuda stages) and producing three main components (see Fig. 3): +- *Standalone build project for CUDA*. We decouple the build process for CUDA as a standalone project (see Fig. 2 (right)), resulting a two-stage build process (i.e., `torch_cpu` and `torch_cuda` stages) and producing three main components (see Fig. 3): - `torch_cuda` - Framework and kernels - Device management @@ -221,8 +222,7 @@ This RFC proposal has made the following key improvements/changes to the native - Python module - *Wrapped cmake toolkit*. We wrap and develop a `wrapped_cmake` build tool based on `tools.setup_helpers.cmake`. - - A standard build toolkit for PyTorch backend integration - - Achieving unified configuration of compilation parameters, automatic environment initialization, and compiler feature adaptation + - A standard build toolkit for PyTorch backend integration with unified configuration of compilation parameters, automatic environment initialization, and compiler feature adaptation - *Better modularization*. - Decoupling CUDA module `_CUDAC.cpython-XX.so` that can be independently initialized @@ -237,15 +237,15 @@ This RFC proposal has made the following key improvements/changes to the native ### Metrics - Achieving better modularization and structure of CUDA code, and making the code easier to maintain -- Can server as a standardized workflow and mechanism for backend integration into PyTorch for different vendors and reducing their integration effort -- Users may use the identical PyTorch CUDA APIs to write their code (device-agnostic code), thus reducing the code migration cost between different backends +- Can serve as a standardized workflow and mechanism for backend integration into PyTorch for different vendors and reducing their integration effort +- Users may use identical PyTorch CUDA APIs to write their code (device-agnostic code), thus reducing the code migration cost between different backends ### Drawbacks - Implementing this RFC proposal may result in a breaking change to the codebase. To mitigate this impact, we propose adopting a smooth transition strategy: - - *Decouple CUDA Code*: Decouple and place the CUDA code into a new directory. This initial step is non-disruptive and will not affect the existing codebase or build process. - - *Introduce Build Flag*: Define a new build flag (e.g., USE_CUDA_INDEP) and allow PyTorch developers/users to between the current (legacy) build method and the new, refactored approach. + - *Decouple CUDA Code*: Decouple and place the CUDA code into a new directory. This initial step is non-disruptive and will not impact the existing codebase or build process. + - *Introduce Build Flag*: Define a new build flag (e.g., `USE_CUDA_INDEP`) and allow PyTorch developers/users to switch between current (legacy) and refactored build methods. - *Deprecate Legacy Method*: Mark the original method of building the CUDA code as deprecated. This provides clear guidance and a timeline for users to migrate. - - *Complete Transition*: After a suitable deprecation period, remove the legacy CUDA code from the main codebase and fully transition to supporting only the refactored build method. + - *Complete Transition*: After the deprecation period, remove the legacy CUDA code from the main codebase and support only the refactored build method. ## **Alternatives** @@ -253,22 +253,22 @@ There are two possible placement strategies for the decoupled CUDA code: - In-tree strategy - Create a new directory `pytorch/third_device/torch_cuda` within the PyTorch codebase to place the separated code. The build process is integrated into the PyTorch build system. Before compilation, modifications to the native PyTorch code are applied in the form of patches. This approach enables seamless integration into the PyTorch ecosystem, allowing synchronized development and version updates with PyTorch. It offers higher security, better stability, strong compatibility, and eliminates the need for additional code adaptation and testing. + Create a new directory `pytorch/third_device/torch_cuda` within the PyTorch codebase to hold separated code. The build process is integrated into the PyTorch build system. Before compilation, modifications to the native PyTorch code are applied in the form of patches. This approach enables seamless integration into the PyTorch ecosystem, allowing synchronized development and version updates with PyTorch. It offers higher security, better stability, strong compatibility, and eliminates the need for additional code adaptation and testing. - Out-of-tree strategy - The decoupled code is not directly integrated into the PyTorch main codebase. Instead, a separate repository is created to independently place the code. It is plugged into PyTorch as a plugin when used, without making invasive modifications to the native PyTorch code. This approach enhances code flexibility and reduces maintenance costs. Developers can freely improve the code, fix bugs, and add new features without affecting the PyTorch main project, thus enabling rapid iteration and testing. + The decoupled code is not directly integrated into the PyTorch main codebase. Instead, a separate repository is created to independently place the code. It is plugged into PyTorch as a plugin, without making invasive modifications to the native PyTorch code. This approach enhances code flexibility and reduces maintenance costs. Developers can improve the code, fix bugs, and add new features without affecting the PyTorch main project, thus enabling fast iteration and testing. ## **Prior Art** ### Discussions among PyTorch community -- [PyTorch issue #129027](https://github.com/pytorch/pytorch/issues/129027) (Extract some public APIs from torch::cuda::initModule(module) to torch::initModule()) concluded that currently there are some APIs in `torch::cuda::initModule(module)` that are device-independent and suggested extracting these APIs so that they can be used by all devices. -- Similar with PyTorch issue #129027, [PyTorch issue #131881](https://github.com/pytorch/pytorch/issues/131881) (Decouple some generic APIs with CUDA building) proposed that currently there are some API are generic but defined in `torch/csrc/cuda/Module.cpp` and only exposed when `USE_CUDA=O`. The resulting pitch suggested to move the APIs `from torch::cuda::initModule(module)` to `torch::initModule()`. +- [PyTorch issue #129027](https://github.com/pytorch/pytorch/issues/129027) (Extract some public APIs from torch::cuda::initModule(module) to torch::initModule()) concludes that currently there are some APIs in `torch::cuda::initModule(module)` that are device-independent and suggests extracting these APIs so that they can be used by all devices. +- Similar with PyTorch issue #129027, [PyTorch issue #131881](https://github.com/pytorch/pytorch/issues/131881) (Decouple some generic APIs with CUDA building) proposes that currently there are some API are generic but defined in `torch/csrc/cuda/Module.cpp` and are only effective when `USE_CUDA=O`. The resulting pitch suggests to move the APIs `from torch::cuda::initModule(module)` to `torch::initModule()`. ### Practice from third-party hardware vendors -- [Cambricon (MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop): Cambricon has released a PyTorch extension package called CATCH to integrate Cambricon MLU devices. CATCH is a package independent of the main PyTorch distribution. It integrates the Cambricon-specific backend into the native PyTorch source code by applying patches. Specifically, under the PyTorch Extension mechanism, CATCH encapsulates the Aten operators for Cambricon devices and then uses patches to register these operators into PyTorch's native operator registration framework. Through this approach, MLU-related code (such as the addition of the MLU device type and corresponding operator registrations) is introduced during PyTorch compilation, allowing the MLU device to be selected for computation at runtime (by setting `device="mlu"`). Currently, CATCH can support multi-card training and fused inference in TorchScript mode on a patched version of PyTorch, but it has not yet established a general dynamic multi-backend loading mechanism. It typically requires running with a specifically configured PyTorch binary (a version with MLU patches) to run. +- [Cambricon (MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop): Cambricon has released a PyTorch extension package called CATCH to integrate Cambricon MLU devices. CATCH is a package independent of the main PyTorch distribution. It integrates the Cambricon-specific backend into the native PyTorch source code by applying patches. Specifically, under the PyTorch Extension mechanism, CATCH encapsulates the Aten operators for Cambricon devices and then uses patches to register these operators into PyTorch's native operator registration framework. Through this approach, MLU-related code (such as the addition of the MLU device type and corresponding operator registrations) is introduced during PyTorch compilation, allowing the MLU device to be selected for computation at runtime (by setting `device="mlu"`). Currently, CATCH can support multi-card training and fused inference in TorchScript mode on a patched version of PyTorch, but it has not yet established a general dynamic multi-backend loading mechanism. It typically requires running with a specifically configured PyTorch binary (a version with MLU patches). -- [Moore Threads (GPU)](https://github.com/MooreThreads/torch_musa): Moore Threads has developed a PyTorch plugin package called `torch_musa` to support its MUSA GPU through a "plugin-based" approach. The implementation leverages PyTorch's PrivateUse1 device key (reserved for third-party hardwares) to register the "MUSA" device type. It then adapts CUDA code to MUSA through text transformation and a custom compilation toolchain. This process includes using a self-developed MUSAExtension (similar to CUDAExtension) to build native extensions, employing tools like SimplePorting to replace `"cuda"` with `"musa"` in `*.cu` files, and substituting dependencies such as `cublas` with their MUSA equivalents. The build process requires Moore Threads' proprietary MUSA compiler (MCC) and SDK. Scripts provided by Moore Threads can automatically download and compile the modified PyTorch and torch_musa code. After installing torch_musa, users can utilize the MUSA device in the same way as CUDA (with identical API call formats), maintaining compatibility with native PyTorch programming practices. In practice, torch_musa provides tensor computation support for MUSA GPUs and claims to have "achieved CUDA compatibility, significantly reducing the effort required to adapt new operators." Multiple wheel distributions and source releases of torch_musa are now available, supporting training and inference on MUSA devices without modifying the upper-layer model code. For dynamic multi-backend switching, users can select the corresponding hardware by setting `torch.device("cuda")` or `torch.device("musa")`, although the corresponding plugin-enabled version of PyTorch must be installed and loaded at the lower level beforehand. +- [Moore Threads (GPU)](https://github.com/MooreThreads/torch_musa): Moore Threads has developed a PyTorch plugin package called `torch_musa` to support its MUSA GPU through a "plugin-based" approach. The implementation leverages PyTorch's PrivateUse1 device key (reserved for third-party hardwares) to register the `MUSA` device type. It then adapts CUDA code to MUSA through text transformation and a custom compilation toolchain. This process includes using a self-developed MUSAExtension (similar to CUDAExtension) to build native extensions, employing tools like SimplePorting to replace `"cuda"` with `"musa"` in `*.cu` files, and substituting dependencies such as `cublas` with their MUSA equivalents. The build process requires Moore Threads' proprietary MUSA compiler (MCC) and SDK. Scripts provided by Moore Threads can automatically download and compile the modified PyTorch and `torch_musa` code. After installing `torch_musa`, users can utilize the MUSA device in the same way as CUDA (with identical API call formats), maintaining compatibility with native PyTorch programming practices. In practice, `torch_musa` provides tensor computation support for MUSA GPUs and claims to have "achieved CUDA compatibility, significantly reducing the effort required to adapt new operators." Multiple wheel distributions and source releases of `torch_musa` are now available, supporting training and inference on MUSA devices without modifying the upper-level model code. For dynamic multi-backend switching, users can select the corresponding hardware by setting `torch.device("cuda")` or `torch.device("musa")`, although the corresponding plugin-enabled version of PyTorch must be installed and loaded at the lower level beforehand. In summary, both Cambricon and Moore Threads have achieved the separation of CUDA compilation logic through plugin-based or patch-based modifications: the former requires maintaining a patched PyTorch branch, while the latter provides an independent extension package while preserving compatibility with the main PyTorch source. Both approaches have successfully enabled dynamic loading and invocation of their respective hardware devices in practice. @@ -278,7 +278,7 @@ Due to some unresolved issues in the native PyTorch codebase and changes in the Below are two examples of patches. -- Example 1: Since we have split the build process into two stages: torch_cpu stage and torch_cuda stage, the `USE_CUDA` flag will be disabled during the torch_cpu stage, meaning only non-CUDA code is compiled. However, due to [a design limitation of the Kineto library](https://github.com/pytorch/pytorch/blob/fea7e9dd37c02c334b130f6624af6163fde6b2ab/caffe2/CMakeLists.txt#L1624), the torch_cpu build stage still requires linking against cudart. Therefore, we need to apply the following patch to file `caffe2/CMakeLists.txt`: +- Example 1: Since we have split the build process into two stages (`torch_cpu` and `torch_cuda`), the `USE_CUDA` flag will be disabled during the `torch_cpu` stage, so only non-CUDA code is compiled. However, due to [a design limitation of the Kineto library](https://github.com/pytorch/pytorch/blob/fea7e9dd37c02c334b130f6624af6163fde6b2ab/caffe2/CMakeLists.txt#L1624), the `torch_cpu` build stage still requires linking against cudart. Therefore, we need to apply the following patch to file `caffe2/CMakeLists.txt`: ```patch +if(USE_KINETO AND NOT MSVC AND NOT LIBKINETO_NOCUPTI) + find_package(CUDA REQUIRED) @@ -300,16 +300,16 @@ We hope that, with the collective effort of the PyTorch community, these patches ## **Next Steps** -If the RFC proposal is accepted, our team plans to implement it. In fact, we have already validated the decoupling and refactoring scheme on PyTorch v2.0.1 and v2.6.0. We are eager to continue to implementing and optimizing this solution on the latest PyTorch main branch. +If the RFC proposal is accepted, our team plans to implement it. In fact, we have already validated the decoupling and refactoring scheme on PyTorch v2.0.1 and v2.6.0. We are eager to continue implementing and optimizing this solution on the latest PyTorch main branch. -In summary, implementing this RFC proposal is envisioned as a two-phase process. In the short term (phase 1), we shall implement code decoupling, directory restructuring, and build optimization for the CUDA backend. In the long term (phase 2), we aim to promote our solution to more hardware vendors and we hope to integrate more new backends using the proposed solution. +In summary, implementing this RFC proposal is envisioned as a two-phase process. In the short term (Phase 1), we shall implement code decoupling, directory refactoring, and build optimization for the CUDA backend. In the long term (Phase 2), we aim to promote our solution to more hardware vendors and hope to integrate more new backends using the proposed solution. -*Phase 1*: CUDA code decoupling and directory restructuring +*Phase 1*: CUDA code decoupling and directory refactoring - CUDA code decoupling - CUDA C/C++ code decoupling - Python binding code decoupling - Python code decoupling -- Directory restructuring +- Directory refactoring - Migrate decoupled code into new directory hierarchy - Supplement necessary header/source/configuration code - Building system refactoring From 3ffecceecd995caf6b001e9090cb03a8f798a0b0 Mon Sep 17 00:00:00 2001 From: Jiaxi Wang Date: Tue, 2 Sep 2025 14:05:40 +0800 Subject: [PATCH 41/42] change rfc number --- RFC-0039-decouple-cuda-code.md | 6 +- .../build-refactor.png | Bin .../directory-refactor.png | Bin .../overall-build-process.png | Bin RFC-0045-decoupling-cuda-code.md | 320 ++++++++++++++++++ 5 files changed, 323 insertions(+), 3 deletions(-) rename {RFC-0039-assets => RFC-0045-assets}/build-refactor.png (100%) rename {RFC-0039-assets => RFC-0045-assets}/directory-refactor.png (100%) rename {RFC-0039-assets => RFC-0045-assets}/overall-build-process.png (100%) create mode 100644 RFC-0045-decoupling-cuda-code.md diff --git a/RFC-0039-decouple-cuda-code.md b/RFC-0039-decouple-cuda-code.md index e4b412f4..24c0e0c7 100644 --- a/RFC-0039-decouple-cuda-code.md +++ b/RFC-0039-decouple-cuda-code.md @@ -174,7 +174,7 @@ Moreover, to enable standalone compilation of CUDA code, dependent files also ne After decoupling the CUDA code, the next step is to refactor it into a new directory hierarchy. We first investigate the adaptation approaches used by several hardware vendors—such as [AMD (ROCm)](https://github.com/ROCm/pytorch), [Google (TPU)](https://github.com/pytorch/xla/tree/master), [Intel (XPU)](https://github.com/intel/intel-extension-for-pytorch), [Ascend (NPU)](https://gitee.com/ascend/pytorch), and [Cambricon (MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop). We analyze their codebase directory hierarchy, as well as the commonalities and specific modifications during integration. Based on the analysis, we refactor the CUDA code directory shown (Fig. 1 (left)) into a new design (Fig. 1 (right)).

- CUDA-dirs
+ CUDA-dirs
Fig. 1. CUDA related directories and their functionalities. Left: current directory hierarchy; Right: refactored directory hierarchy. Color-matched directories between left and right represent corresponding components.

@@ -204,7 +204,7 @@ In the following, we shall give an introduction to the refactored directory hier Since CPU and CUDA code is tightly coupled in current PyTorch codebase, the build process for these code is also closely interleaved. The CPU code and CUDA code are built in a single stage process and packed into unified shared libs, e.g., `libtorch`, `libtorch_python` and `lib_C` (see Fig. 2 (left)).

- build-stages
+ build-stages
Fig. 2. PyTorch code build process. Left: current build process, where CPU and CUDA code are built in a single stage. Right: refactored build process, where CPU code build and CUDA code build are two separate processes.

@@ -229,7 +229,7 @@ This RFC proposal has made the following key improvements/changes to the native - Unifying the dedicated extension builder `torch.utils.cpp_extension.NewDeviceCppExtension` for new backends

- build-libs
+ build-libs
Fig. 3. CUDA code build libs (left: current; right: refactored)

diff --git a/RFC-0039-assets/build-refactor.png b/RFC-0045-assets/build-refactor.png similarity index 100% rename from RFC-0039-assets/build-refactor.png rename to RFC-0045-assets/build-refactor.png diff --git a/RFC-0039-assets/directory-refactor.png b/RFC-0045-assets/directory-refactor.png similarity index 100% rename from RFC-0039-assets/directory-refactor.png rename to RFC-0045-assets/directory-refactor.png diff --git a/RFC-0039-assets/overall-build-process.png b/RFC-0045-assets/overall-build-process.png similarity index 100% rename from RFC-0039-assets/overall-build-process.png rename to RFC-0045-assets/overall-build-process.png diff --git a/RFC-0045-decoupling-cuda-code.md b/RFC-0045-decoupling-cuda-code.md new file mode 100644 index 00000000..e4b412f4 --- /dev/null +++ b/RFC-0045-decoupling-cuda-code.md @@ -0,0 +1,320 @@ +# **CUDA code decoupling and directory refactoring** + +**Authors:** +- @bjtuwjx +- @jinghere11 +- @bithighrr +- @treestreamymw +- @liyagit21 +- @ywwbill +- @deadsec1994 +- @leiborzhu +- @Fuzewei +- @aaacaiji + +## **Summary** + +This RFC proposal aims to decouple the CUDA-related code from the PyTorch main codebase and refactor it into an independent and modularized directory hierarchy with the help of a build optimization toolkit. Specifically, the proposal covers the following work: +- Decouple CUDA-related code from the main codebase at both inter-file and intra-file levels, reducing the PyTorch core framework's direct dependency on CUDA. +- Propose a modularized and standardized directory hierarchy and consolidate all CUDA-related code within it as a reference for other third-party backend integration. +- Redesign the build system to support standalone compilation of the CUDA backend and develop a wrapped cmake toolkit to support and streamline the build process. + +## **Highlights** + +- *Decoupled CUDA code*. CUDA-related code is decoupled to reduce the direct dependency of the PyTorch core framework code on CUDA, thereby improving the overall code maintainability and modularity. +- *Enhanced code directory hierarchy*. The backend integration code directory hierarchy is refined to be clearer and more consistent, thus enhancing code readability and maintainability. This also enables developers to quickly locate and understand the backend integration logic, lowers the onboarding barrier for new contributors, and provides a more developer-friendly hierarchy for long-term maintenance and community contributions. +- *Build process optimization*. It enables standalone compilation of the CUDA backend, simplifying the build process, reducing dependencies, and accelerating incremental builds. + +**Beyond that, this RFC proposal establishes a standardized workflow and mechanism for integrating third-party hardware backends into PyTorch.** + +## **Motivation** + +For a long time, NVIDIA GPUs and the CUDA architecture have dominated the PyTorch ecosystem. However, as an increasing number of vendors introduce their high-performance AI chips, current ecosystem is revealing the following key issues: +- *Code coupling*. The CUDA code is too tightly coupled with the PyTorch codebase, resulting in poor modularity and high maintenance costs. +- *Integration effort*. Currently, different hardware backends may adopt varying integration methods into PyTorch. The integration approaches and code lack standardization and consistency, leading to a significant amount of repetitive code and substantial integration effort. +- *Code migration*. Due to the lack of integration code specification, different hardware backends provide APIs with varying names and styles, resulting in high code migration costs for PyTorch users. + +Therefore, we present this RFC proposal to address these issues. + +## **Proposed Implementation** + +The first step toward decoupling CUDA code is to identify and isolate it. This is challenging in the current PyTorch codebase, because CUDA-related code is scattered across multiple directories (see Fig. 1, left), files, or even mixed with CPU code within the same file. To address this, we propose a decoupling approach at both inter-file and intra-file levels, leveraging metadata such as directory names, file names, extensions, configuration files, and build flags. + +After decoupling, we refactor the code into a separate modularized directory hierarchy—designed to be clean and maintainable for developers. To support standalone builds and standardized integration for third-party backends, we also provide a set of supporting toolkits. + +### Decoupling approaches + +Depending on the code origin, decoupling CUDA code primarily involves two levels: inter-file level decoupling and intra-file level decoupling. As the names suggest, inter-file decoupling refers to moving entire source files containing CUDA code from their original directories to new ones. In contrast, intra-file decoupling focuses on files that contain mixed code for CPU, CUDA, HIP, XPU, etc., where the CUDA-specific portions are separated out—either into new files or existing ones. + +#### Inter-file level decoupling + +In the PyTorch codebase, some CUDA code is located within dedicated directories or files. This organization allows for straightforward identification of CUDA code based on directory names, file names, or file name suffixes. The following examples illustrate these three scenarios: + +- Directory names containing the words `cuda`, `cudnn`, or `THC`, etc. For example: + + - `torch/backends/cuda` + - `torch/backends/cudnn` + - `torch/cuda` + - `aten/src/ATen/cuda` + - `aten/src/ATen/cudnn` + - `aten/src/ATen/native/cuda` + - `aten/src/ATen/native/cudnn` + - `aten/src/ATen/native/nested/cuda` + - `aten/src/ATen/native/quantized/cuda` + - `aten/src/ATen/native/quantized/cudnn` + - `aten/src/ATen/native/sparse/cuda` + - `aten/src/ATen/native/transformers/cuda` + - `aten/src/THC` + - `torch/csrc/cuda` + - `torch/csrc/distributed/c10d/cuda` + +- File names containing the words `cuda`, `cudnn`, or `THC`, etc. For example: + + - `torch/csrc/distributed/rpc/tensorpipe_cuda.cpp` + - `torch/csrc/profiler/stubs/cuda.cpp` + +- File name suffixes are `.cu`, `.cuh`, etc. For example: + + - `torch/csrc/distributed/c10d/quantization/quantization_gpu.cu` + +In fact, some inter-file level CUDA code has already been well categorized by the build configuration files (such as `CMakeLists.txt` and `*.bzl`) in the codebase. Therefore, we can also leverage these build configuration files to help identify and collect inter-file level CUDA code. + +- Example 1:Use `aten\src\ATen\CMakeLists.txt` to decouple CUDA code within the directory `aten\src\ATen\native\miopen` + +```cmake +list(APPEND ATen_CUDA_CPP_SRCS + ${cuda_cpp} + ${native_cuda_cpp} + ${native_cudnn_cpp} + ${native_miopen_cpp} + ${native_nested_cuda_cpp} + ${native_quantized_cuda_cpp} + ${native_quantized_cudnn_cpp} + ${native_sparse_cuda_cpp} + ${native_transformers_cuda_cpp} +) +``` + +- Example 2:Use `build_variables.bzl` to decouple CUDA code for the distributed functionality module + +```cmake +# These files are only supported on Windows. +libtorch_cuda_distributed_base_sources = [ + "torch/csrc/distributed/c10d/reducer_cuda.cpp", +] + +# These files are only supported on non-Windows systems. +libtorch_cuda_distributed_extra_sources = [ + "torch/csrc/distributed/c10d/CudaDMAConnectivity.cpp", + "torch/csrc/distributed/c10d/NCCLUtils.cpp", + "torch/csrc/distributed/c10d/FlightRecorder.cpp", + "torch/csrc/distributed/c10d/ProcessGroupNCCL.cpp", + "torch/csrc/distributed/c10d/ProcessGroupUCC.cpp", + "torch/csrc/distributed/c10d/UCCTracing.cpp", + "torch/csrc/distributed/c10d/UCCUtils.cpp", + "torch/csrc/distributed/c10d/intra_node_comm.cpp", + "torch/csrc/distributed/c10d/intra_node_comm.cu", + "torch/csrc/distributed/c10d/CUDASymmetricMemory.cu", + "torch/csrc/distributed/c10d/CUDASymmetricMemoryOps.cu", + "torch/csrc/distributed/c10d/cuda/AsyncMM.cu", + "torch/csrc/distributed/c10d/NanCheck.cu", + "torch/csrc/distributed/rpc/tensorpipe_cuda.cpp", + "torch/csrc/distributed/c10d/quantization/quantization_gpu.cu", +] + +libtorch_cuda_distributed_sources = libtorch_cuda_distributed_base_sources + libtorch_cuda_distributed_extra_sources +``` + +#### Intra-file level decoupling + +Some CUDA code is coupled with common code or code for other device backends within the same file. This requires identification and decoupling via flags such as environment variables, macro definitions, or CUDA-named codes. + +- Environment variables or macro definitions + - Macro `#if defined(__CUDA_ARCH__)`, such as in file: + - `torch/csrc/aten/native/Distributions.h` + - Macro `#if defined(__CUDACC__)`, such as in file: + - `torch/csrc/aten/native/sparse/Macros.h` + - Macro `#ifdef USE_CUDA`, such as in file (or directory): + - `caffe2/CMakeLists.txt` + - `torch/csrc/Storage.cpp` + - `torch/csrc/dynamo/guards.cpp` + - `torch/csrc/inductor/aoti_runner/pybind.cpp` + - `torch/csrc/jit` + - Other macros include `TORCH_CUDA_CU_API`, `TORCH_CUDA_CPP_API`, and `TORCH_CUDA_CHECK`. + +- CUDA-named codes + - Function `is_cuda`, backend key `kCUDA`, or device type `cuda`, such as: + ```cpp + static CUDAHooksInterface* cuda_hooks = nullptr; + xxtensor.is_cuda() + xxtensor.device().type() == at::kCUDA + register_cuda_runner("cuda", &create_aoti_runner_cuda) + ``` + +Moreover, to enable standalone compilation of CUDA code, dependent files also need to be decoupled or migrated. The types of files that need to be supplemented include: + +- `*.h`、`*.hpp` header files, such as: + - `torch/csrc/autograd/functions/comm.h` + +- Configuration files, such as: + - `aten/src/ATen/ATenConfig.cmake.in` + - `aten/src/ATen/Config.h.in` + - `aten/src/ATen/native/native_functions.yaml` + - `aten/src/ATen/native/tags.yaml` + - `aten/src/ATen/native/ts_native_functions.yaml` + +- Template files, such as: + - `aten/src/ATen/templates` + +- Stub files, such as: + - `torch/csrc/stub.c` + +### Directory refactoring + +After decoupling the CUDA code, the next step is to refactor it into a new directory hierarchy. We first investigate the adaptation approaches used by several hardware vendors—such as [AMD (ROCm)](https://github.com/ROCm/pytorch), [Google (TPU)](https://github.com/pytorch/xla/tree/master), [Intel (XPU)](https://github.com/intel/intel-extension-for-pytorch), [Ascend (NPU)](https://gitee.com/ascend/pytorch), and [Cambricon (MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop). We analyze their codebase directory hierarchy, as well as the commonalities and specific modifications during integration. Based on the analysis, we refactor the CUDA code directory shown (Fig. 1 (left)) into a new design (Fig. 1 (right)). + +

+ CUDA-dirs
+ Fig. 1. CUDA related directories and their functionalities. Left: current directory hierarchy; Right: refactored directory hierarchy. Color-matched directories between left and right represent corresponding components. +

+ +In the following, we shall give an introduction to the refactored directory hierarchy (see Fig. 1 (right)). + +- Create a `third_device/` directory under the PyTorch home directory to store the code for third-party hardware backends integration. The code for CUDA's integration with PyTorch will be placed under the `third_device/torch_cuda` directory. + + - `third_device/torch_cuda` contains two subdirectories: `third_device/torch_cuda/torch_cuda` and `third_device/torch_cuda/torch_patches`. + + - `third_device/torch_cuda/torch_cuda` contains a collection of Python files (composed of sub-directories `third_device/torch_cuda/torch_cuda/backends` and `third_device/torch_cuda/torch_cuda/core`) and a collection of C/C++ files (mainly located in the `third_device/torch_cuda/torch_cuda/csrc` directory). + + - `third_device/torch_cuda/torch_cuda/backends` and `third_device/torch_cuda/torch_cuda/core` in Fig. 1 (right) correspond to `torch/backends` and `torch/cuda` Fig. 1 (left), respectively. + + - `third_device/torch_cuda/torch_cuda/csrc` consists of four sub-directories: `third_device/torch_cuda/torch_cuda/csrc/aten`, `third_device/torch_cuda/torch_cuda/csrc/framework`, `third_device/torch_cuda/torch_cuda/csrc/jit`, and `third_device/torch_cuda/torch_cuda/csrc/framework`. + + - `third_device/torch_cuda/torch_cuda/csrc/aten` in Fig. 1 (right) merges `torch/aten` and `torch/caffe2` in Fig. 1 (left). + + - `third_device/torch_cuda/torch_cuda/csrc/framework` in Fig. 1 (right) is mainly composed of `torch/csrc/cuda` and `torch/csrc/distributed` in Fig. 1 (left). + + - `third_device/torch_cuda/torch_cuda/csrc/jit` in Fig. 1 (right) corresponds to the CUDA-specific portion in `torch/csrc/jit` in Fig. 1 (left). + + - `third_device/torch_cuda/torch_cuda/csrc/pybinding` stores the Python binding codes. + - `third_device/torch_cuda/torch_patches`: stores temporary patches during the transition period (see [Unresolved Questions](#unresolved-questions) for details). + +### Project build optimization + +Since CPU and CUDA code is tightly coupled in current PyTorch codebase, the build process for these code is also closely interleaved. The CPU code and CUDA code are built in a single stage process and packed into unified shared libs, e.g., `libtorch`, `libtorch_python` and `lib_C` (see Fig. 2 (left)). + +

+ build-stages
+ Fig. 2. PyTorch code build process. Left: current build process, where CPU and CUDA code are built in a single stage. Right: refactored build process, where CPU code build and CUDA code build are two separate processes. +

+ +This RFC proposal has made the following key improvements/changes to the native PyTorch CUDA device build process. + +- *Standalone build project for CUDA*. We decouple the build process for CUDA as a standalone project (see Fig. 2 (right)), resulting a two-stage build process (i.e., `torch_cpu` and `torch_cuda` stages) and producing three main components (see Fig. 3): + - `torch_cuda` + - Framework and kernels + - Device management + - JIT compile engine + - Linear algebra + - `torch_python_cuda` + - Python bindings and APIs + - `torch_CUDAC` + - Python module + +- *Wrapped cmake toolkit*. We wrap and develop a `wrapped_cmake` build tool based on `tools.setup_helpers.cmake`. + - A standard build toolkit for PyTorch backend integration with unified configuration of compilation parameters, automatic environment initialization, and compiler feature adaptation + +- *Better modularization*. + - Decoupling CUDA module `_CUDAC.cpython-XX.so` that can be independently initialized + - Unifying the dedicated extension builder `torch.utils.cpp_extension.NewDeviceCppExtension` for new backends + +

+ build-libs
+ Fig. 3. CUDA code build libs (left: current; right: refactored) +

+ +## **Metrics and Drawbacks** + +### Metrics +- Achieving better modularization and structure of CUDA code, and making the code easier to maintain +- Can serve as a standardized workflow and mechanism for backend integration into PyTorch for different vendors and reducing their integration effort +- Users may use identical PyTorch CUDA APIs to write their code (device-agnostic code), thus reducing the code migration cost between different backends + +### Drawbacks +- Implementing this RFC proposal may result in a breaking change to the codebase. To mitigate this impact, we propose adopting a smooth transition strategy: + - *Decouple CUDA Code*: Decouple and place the CUDA code into a new directory. This initial step is non-disruptive and will not impact the existing codebase or build process. + - *Introduce Build Flag*: Define a new build flag (e.g., `USE_CUDA_INDEP`) and allow PyTorch developers/users to switch between current (legacy) and refactored build methods. + - *Deprecate Legacy Method*: Mark the original method of building the CUDA code as deprecated. This provides clear guidance and a timeline for users to migrate. + - *Complete Transition*: After the deprecation period, remove the legacy CUDA code from the main codebase and support only the refactored build method. + +## **Alternatives** + +There are two possible placement strategies for the decoupled CUDA code: + +- In-tree strategy + + Create a new directory `pytorch/third_device/torch_cuda` within the PyTorch codebase to hold separated code. The build process is integrated into the PyTorch build system. Before compilation, modifications to the native PyTorch code are applied in the form of patches. This approach enables seamless integration into the PyTorch ecosystem, allowing synchronized development and version updates with PyTorch. It offers higher security, better stability, strong compatibility, and eliminates the need for additional code adaptation and testing. + +- Out-of-tree strategy + + The decoupled code is not directly integrated into the PyTorch main codebase. Instead, a separate repository is created to independently place the code. It is plugged into PyTorch as a plugin, without making invasive modifications to the native PyTorch code. This approach enhances code flexibility and reduces maintenance costs. Developers can improve the code, fix bugs, and add new features without affecting the PyTorch main project, thus enabling fast iteration and testing. + +## **Prior Art** + +### Discussions among PyTorch community +- [PyTorch issue #129027](https://github.com/pytorch/pytorch/issues/129027) (Extract some public APIs from torch::cuda::initModule(module) to torch::initModule()) concludes that currently there are some APIs in `torch::cuda::initModule(module)` that are device-independent and suggests extracting these APIs so that they can be used by all devices. +- Similar with PyTorch issue #129027, [PyTorch issue #131881](https://github.com/pytorch/pytorch/issues/131881) (Decouple some generic APIs with CUDA building) proposes that currently there are some API are generic but defined in `torch/csrc/cuda/Module.cpp` and are only effective when `USE_CUDA=O`. The resulting pitch suggests to move the APIs `from torch::cuda::initModule(module)` to `torch::initModule()`. + +### Practice from third-party hardware vendors +- [Cambricon (MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop): Cambricon has released a PyTorch extension package called CATCH to integrate Cambricon MLU devices. CATCH is a package independent of the main PyTorch distribution. It integrates the Cambricon-specific backend into the native PyTorch source code by applying patches. Specifically, under the PyTorch Extension mechanism, CATCH encapsulates the Aten operators for Cambricon devices and then uses patches to register these operators into PyTorch's native operator registration framework. Through this approach, MLU-related code (such as the addition of the MLU device type and corresponding operator registrations) is introduced during PyTorch compilation, allowing the MLU device to be selected for computation at runtime (by setting `device="mlu"`). Currently, CATCH can support multi-card training and fused inference in TorchScript mode on a patched version of PyTorch, but it has not yet established a general dynamic multi-backend loading mechanism. It typically requires running with a specifically configured PyTorch binary (a version with MLU patches). + +- [Moore Threads (GPU)](https://github.com/MooreThreads/torch_musa): Moore Threads has developed a PyTorch plugin package called `torch_musa` to support its MUSA GPU through a "plugin-based" approach. The implementation leverages PyTorch's PrivateUse1 device key (reserved for third-party hardwares) to register the `MUSA` device type. It then adapts CUDA code to MUSA through text transformation and a custom compilation toolchain. This process includes using a self-developed MUSAExtension (similar to CUDAExtension) to build native extensions, employing tools like SimplePorting to replace `"cuda"` with `"musa"` in `*.cu` files, and substituting dependencies such as `cublas` with their MUSA equivalents. The build process requires Moore Threads' proprietary MUSA compiler (MCC) and SDK. Scripts provided by Moore Threads can automatically download and compile the modified PyTorch and `torch_musa` code. After installing `torch_musa`, users can utilize the MUSA device in the same way as CUDA (with identical API call formats), maintaining compatibility with native PyTorch programming practices. In practice, `torch_musa` provides tensor computation support for MUSA GPUs and claims to have "achieved CUDA compatibility, significantly reducing the effort required to adapt new operators." Multiple wheel distributions and source releases of `torch_musa` are now available, supporting training and inference on MUSA devices without modifying the upper-level model code. For dynamic multi-backend switching, users can select the corresponding hardware by setting `torch.device("cuda")` or `torch.device("musa")`, although the corresponding plugin-enabled version of PyTorch must be installed and loaded at the lower level beforehand. + +In summary, both Cambricon and Moore Threads have achieved the separation of CUDA compilation logic through plugin-based or patch-based modifications: the former requires maintaining a patched PyTorch branch, while the latter provides an independent extension package while preserving compatibility with the main PyTorch source. Both approaches have successfully enabled dynamic loading and invocation of their respective hardware devices in practice. + +## **Unresolved Questions** + +Due to some unresolved issues in the native PyTorch codebase and changes in the build process, we need to make minor modifications to certain code that has not been decoupled (i.e., non-CUDA code). To avoid making intrusive changes directly to the PyTorch codebase, we have placed these modifications as patches in the `third_device/torch_cuda/torch_patches` directory as a transitional solution. These patches should be applied before the build process begins. + +Below are two examples of patches. + +- Example 1: Since we have split the build process into two stages (`torch_cpu` and `torch_cuda`), the `USE_CUDA` flag will be disabled during the `torch_cpu` stage, so only non-CUDA code is compiled. However, due to [a design limitation of the Kineto library](https://github.com/pytorch/pytorch/blob/fea7e9dd37c02c334b130f6624af6163fde6b2ab/caffe2/CMakeLists.txt#L1624), the `torch_cpu` build stage still requires linking against cudart. Therefore, we need to apply the following patch to file `caffe2/CMakeLists.txt`: +```patch ++if(USE_KINETO AND NOT MSVC AND NOT LIBKINETO_NOCUPTI) ++ find_package(CUDA REQUIRED) ++ target_link_libraries(torch_cpu PRIVATE ${CUDA_CUDART_LIBRARY}) ++endif() +``` + +- Example 2: In the original single-stage build framework, all CPU and CUDA APIs are compiled into the `_C` shared lib. However, in the two-stage build framework, CUDA-related APIs will be compiled into a separate `_CUDAC` shared lib. As a result, the way Python accesses CUDA APIs will change. For example, we need to apply the following patch to file `torch/_dynamo/device_interface.py`: +```patch + get_cuda_stream: Optional[Callable[[int], int]] + if torch.cuda._is_compiled(): +- from torch._C import _cuda_getCurrentRawStream as get_cuda_stream ++ from torch.cuda._CUDAC import _cuda_getCurrentRawStream as get_cuda_stream + else: + get_cuda_stream = None +``` + +We hope that, with the collective effort of the PyTorch community, these patches can eventually be eliminated. + +## **Next Steps** + +If the RFC proposal is accepted, our team plans to implement it. In fact, we have already validated the decoupling and refactoring scheme on PyTorch v2.0.1 and v2.6.0. We are eager to continue implementing and optimizing this solution on the latest PyTorch main branch. + +In summary, implementing this RFC proposal is envisioned as a two-phase process. In the short term (Phase 1), we shall implement code decoupling, directory refactoring, and build optimization for the CUDA backend. In the long term (Phase 2), we aim to promote our solution to more hardware vendors and hope to integrate more new backends using the proposed solution. + +*Phase 1*: CUDA code decoupling and directory refactoring +- CUDA code decoupling + - CUDA C/C++ code decoupling + - Python binding code decoupling + - Python code decoupling +- Directory refactoring + - Migrate decoupled code into new directory hierarchy + - Supplement necessary header/source/configuration code +- Building system refactoring + - Develop wrapped cmake toolkit + - Make standalone build project for CUDA + - Implement dedicated extension builder + +*Phase 2*: Promote the solution to more hardware vendors From 3ea4cf04155b10d60f9aa3f4ec73606f0a5e296f Mon Sep 17 00:00:00 2001 From: Jiaxi Wang Date: Tue, 2 Sep 2025 14:08:24 +0800 Subject: [PATCH 42/42] fix figure dir --- RFC-0039-decouple-cuda-code.md | 320 ------------------------------- RFC-0045-decoupling-cuda-code.md | 6 +- 2 files changed, 3 insertions(+), 323 deletions(-) delete mode 100644 RFC-0039-decouple-cuda-code.md diff --git a/RFC-0039-decouple-cuda-code.md b/RFC-0039-decouple-cuda-code.md deleted file mode 100644 index 24c0e0c7..00000000 --- a/RFC-0039-decouple-cuda-code.md +++ /dev/null @@ -1,320 +0,0 @@ -# **CUDA code decoupling and directory refactoring** - -**Authors:** -- @bjtuwjx -- @jinghere11 -- @bithighrr -- @treestreamymw -- @liyagit21 -- @ywwbill -- @deadsec1994 -- @leiborzhu -- @Fuzewei -- @aaacaiji - -## **Summary** - -This RFC proposal aims to decouple the CUDA-related code from the PyTorch main codebase and refactor it into an independent and modularized directory hierarchy with the help of a build optimization toolkit. Specifically, the proposal covers the following work: -- Decouple CUDA-related code from the main codebase at both inter-file and intra-file levels, reducing the PyTorch core framework's direct dependency on CUDA. -- Propose a modularized and standardized directory hierarchy and consolidate all CUDA-related code within it as a reference for other third-party backend integration. -- Redesign the build system to support standalone compilation of the CUDA backend and develop a wrapped cmake toolkit to support and streamline the build process. - -## **Highlights** - -- *Decoupled CUDA code*. CUDA-related code is decoupled to reduce the direct dependency of the PyTorch core framework code on CUDA, thereby improving the overall code maintainability and modularity. -- *Enhanced code directory hierarchy*. The backend integration code directory hierarchy is refined to be clearer and more consistent, thus enhancing code readability and maintainability. This also enables developers to quickly locate and understand the backend integration logic, lowers the onboarding barrier for new contributors, and provides a more developer-friendly hierarchy for long-term maintenance and community contributions. -- *Build process optimization*. It enables standalone compilation of the CUDA backend, simplifying the build process, reducing dependencies, and accelerating incremental builds. - -**Beyond that, this RFC proposal establishes a standardized workflow and mechanism for integrating third-party hardware backends into PyTorch.** - -## **Motivation** - -For a long time, NVIDIA GPUs and the CUDA architecture have dominated the PyTorch ecosystem. However, as an increasing number of vendors introduce their high-performance AI chips, current ecosystem is revealing the following key issues: -- *Code coupling*. The CUDA code is too tightly coupled with the PyTorch codebase, resulting in poor modularity and high maintenance costs. -- *Integration effort*. Currently, different hardware backends may adopt varying integration methods into PyTorch. The integration approaches and code lack standardization and consistency, leading to a significant amount of repetitive code and substantial integration effort. -- *Code migration*. Due to the lack of integration code specification, different hardware backends provide APIs with varying names and styles, resulting in high code migration costs for PyTorch users. - -Therefore, we present this RFC proposal to address these issues. - -## **Proposed Implementation** - -The first step toward decoupling CUDA code is to identify and isolate it. This is challenging in the current PyTorch codebase, because CUDA-related code is scattered across multiple directories (see Fig. 1, left), files, or even mixed with CPU code within the same file. To address this, we propose a decoupling approach at both inter-file and intra-file levels, leveraging metadata such as directory names, file names, extensions, configuration files, and build flags. - -After decoupling, we refactor the code into a separate modularized directory hierarchy—designed to be clean and maintainable for developers. To support standalone builds and standardized integration for third-party backends, we also provide a set of supporting toolkits. - -### Decoupling approaches - -Depending on the code origin, decoupling CUDA code primarily involves two levels: inter-file level decoupling and intra-file level decoupling. As the names suggest, inter-file decoupling refers to moving entire source files containing CUDA code from their original directories to new ones. In contrast, intra-file decoupling focuses on files that contain mixed code for CPU, CUDA, HIP, XPU, etc., where the CUDA-specific portions are separated out—either into new files or existing ones. - -#### Inter-file level decoupling - -In the PyTorch codebase, some CUDA code is located within dedicated directories or files. This organization allows for straightforward identification of CUDA code based on directory names, file names, or file name suffixes. The following examples illustrate these three scenarios: - -- Directory names containing the words `cuda`, `cudnn`, or `THC`, etc. For example: - - - `torch/backends/cuda` - - `torch/backends/cudnn` - - `torch/cuda` - - `aten/src/ATen/cuda` - - `aten/src/ATen/cudnn` - - `aten/src/ATen/native/cuda` - - `aten/src/ATen/native/cudnn` - - `aten/src/ATen/native/nested/cuda` - - `aten/src/ATen/native/quantized/cuda` - - `aten/src/ATen/native/quantized/cudnn` - - `aten/src/ATen/native/sparse/cuda` - - `aten/src/ATen/native/transformers/cuda` - - `aten/src/THC` - - `torch/csrc/cuda` - - `torch/csrc/distributed/c10d/cuda` - -- File names containing the words `cuda`, `cudnn`, or `THC`, etc. For example: - - - `torch/csrc/distributed/rpc/tensorpipe_cuda.cpp` - - `torch/csrc/profiler/stubs/cuda.cpp` - -- File name suffixes are `.cu`, `.cuh`, etc. For example: - - - `torch/csrc/distributed/c10d/quantization/quantization_gpu.cu` - -In fact, some inter-file level CUDA code has already been well categorized by the build configuration files (such as `CMakeLists.txt` and `*.bzl`) in the codebase. Therefore, we can also leverage these build configuration files to help identify and collect inter-file level CUDA code. - -- Example 1:Use `aten\src\ATen\CMakeLists.txt` to decouple CUDA code within the directory `aten\src\ATen\native\miopen` - -```cmake -list(APPEND ATen_CUDA_CPP_SRCS - ${cuda_cpp} - ${native_cuda_cpp} - ${native_cudnn_cpp} - ${native_miopen_cpp} - ${native_nested_cuda_cpp} - ${native_quantized_cuda_cpp} - ${native_quantized_cudnn_cpp} - ${native_sparse_cuda_cpp} - ${native_transformers_cuda_cpp} -) -``` - -- Example 2:Use `build_variables.bzl` to decouple CUDA code for the distributed functionality module - -```cmake -# These files are only supported on Windows. -libtorch_cuda_distributed_base_sources = [ - "torch/csrc/distributed/c10d/reducer_cuda.cpp", -] - -# These files are only supported on non-Windows systems. -libtorch_cuda_distributed_extra_sources = [ - "torch/csrc/distributed/c10d/CudaDMAConnectivity.cpp", - "torch/csrc/distributed/c10d/NCCLUtils.cpp", - "torch/csrc/distributed/c10d/FlightRecorder.cpp", - "torch/csrc/distributed/c10d/ProcessGroupNCCL.cpp", - "torch/csrc/distributed/c10d/ProcessGroupUCC.cpp", - "torch/csrc/distributed/c10d/UCCTracing.cpp", - "torch/csrc/distributed/c10d/UCCUtils.cpp", - "torch/csrc/distributed/c10d/intra_node_comm.cpp", - "torch/csrc/distributed/c10d/intra_node_comm.cu", - "torch/csrc/distributed/c10d/CUDASymmetricMemory.cu", - "torch/csrc/distributed/c10d/CUDASymmetricMemoryOps.cu", - "torch/csrc/distributed/c10d/cuda/AsyncMM.cu", - "torch/csrc/distributed/c10d/NanCheck.cu", - "torch/csrc/distributed/rpc/tensorpipe_cuda.cpp", - "torch/csrc/distributed/c10d/quantization/quantization_gpu.cu", -] - -libtorch_cuda_distributed_sources = libtorch_cuda_distributed_base_sources + libtorch_cuda_distributed_extra_sources -``` - -#### Intra-file level decoupling - -Some CUDA code is coupled with common code or code for other device backends within the same file. This requires identification and decoupling via flags such as environment variables, macro definitions, or CUDA-named codes. - -- Environment variables or macro definitions - - Macro `#if defined(__CUDA_ARCH__)`, such as in file: - - `torch/csrc/aten/native/Distributions.h` - - Macro `#if defined(__CUDACC__)`, such as in file: - - `torch/csrc/aten/native/sparse/Macros.h` - - Macro `#ifdef USE_CUDA`, such as in file (or directory): - - `caffe2/CMakeLists.txt` - - `torch/csrc/Storage.cpp` - - `torch/csrc/dynamo/guards.cpp` - - `torch/csrc/inductor/aoti_runner/pybind.cpp` - - `torch/csrc/jit` - - Other macros include `TORCH_CUDA_CU_API`, `TORCH_CUDA_CPP_API`, and `TORCH_CUDA_CHECK`. - -- CUDA-named codes - - Function `is_cuda`, backend key `kCUDA`, or device type `cuda`, such as: - ```cpp - static CUDAHooksInterface* cuda_hooks = nullptr; - xxtensor.is_cuda() - xxtensor.device().type() == at::kCUDA - register_cuda_runner("cuda", &create_aoti_runner_cuda) - ``` - -Moreover, to enable standalone compilation of CUDA code, dependent files also need to be decoupled or migrated. The types of files that need to be supplemented include: - -- `*.h`、`*.hpp` header files, such as: - - `torch/csrc/autograd/functions/comm.h` - -- Configuration files, such as: - - `aten/src/ATen/ATenConfig.cmake.in` - - `aten/src/ATen/Config.h.in` - - `aten/src/ATen/native/native_functions.yaml` - - `aten/src/ATen/native/tags.yaml` - - `aten/src/ATen/native/ts_native_functions.yaml` - -- Template files, such as: - - `aten/src/ATen/templates` - -- Stub files, such as: - - `torch/csrc/stub.c` - -### Directory refactoring - -After decoupling the CUDA code, the next step is to refactor it into a new directory hierarchy. We first investigate the adaptation approaches used by several hardware vendors—such as [AMD (ROCm)](https://github.com/ROCm/pytorch), [Google (TPU)](https://github.com/pytorch/xla/tree/master), [Intel (XPU)](https://github.com/intel/intel-extension-for-pytorch), [Ascend (NPU)](https://gitee.com/ascend/pytorch), and [Cambricon (MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop). We analyze their codebase directory hierarchy, as well as the commonalities and specific modifications during integration. Based on the analysis, we refactor the CUDA code directory shown (Fig. 1 (left)) into a new design (Fig. 1 (right)). - -

- CUDA-dirs
- Fig. 1. CUDA related directories and their functionalities. Left: current directory hierarchy; Right: refactored directory hierarchy. Color-matched directories between left and right represent corresponding components. -

- -In the following, we shall give an introduction to the refactored directory hierarchy (see Fig. 1 (right)). - -- Create a `third_device/` directory under the PyTorch home directory to store the code for third-party hardware backends integration. The code for CUDA's integration with PyTorch will be placed under the `third_device/torch_cuda` directory. - - - `third_device/torch_cuda` contains two subdirectories: `third_device/torch_cuda/torch_cuda` and `third_device/torch_cuda/torch_patches`. - - - `third_device/torch_cuda/torch_cuda` contains a collection of Python files (composed of sub-directories `third_device/torch_cuda/torch_cuda/backends` and `third_device/torch_cuda/torch_cuda/core`) and a collection of C/C++ files (mainly located in the `third_device/torch_cuda/torch_cuda/csrc` directory). - - - `third_device/torch_cuda/torch_cuda/backends` and `third_device/torch_cuda/torch_cuda/core` in Fig. 1 (right) correspond to `torch/backends` and `torch/cuda` Fig. 1 (left), respectively. - - - `third_device/torch_cuda/torch_cuda/csrc` consists of four sub-directories: `third_device/torch_cuda/torch_cuda/csrc/aten`, `third_device/torch_cuda/torch_cuda/csrc/framework`, `third_device/torch_cuda/torch_cuda/csrc/jit`, and `third_device/torch_cuda/torch_cuda/csrc/framework`. - - - `third_device/torch_cuda/torch_cuda/csrc/aten` in Fig. 1 (right) merges `torch/aten` and `torch/caffe2` in Fig. 1 (left). - - - `third_device/torch_cuda/torch_cuda/csrc/framework` in Fig. 1 (right) is mainly composed of `torch/csrc/cuda` and `torch/csrc/distributed` in Fig. 1 (left). - - - `third_device/torch_cuda/torch_cuda/csrc/jit` in Fig. 1 (right) corresponds to the CUDA-specific portion in `torch/csrc/jit` in Fig. 1 (left). - - - `third_device/torch_cuda/torch_cuda/csrc/pybinding` stores the Python binding codes. - - `third_device/torch_cuda/torch_patches`: stores temporary patches during the transition period (see [Unresolved Questions](#unresolved-questions) for details). - -### Project build optimization - -Since CPU and CUDA code is tightly coupled in current PyTorch codebase, the build process for these code is also closely interleaved. The CPU code and CUDA code are built in a single stage process and packed into unified shared libs, e.g., `libtorch`, `libtorch_python` and `lib_C` (see Fig. 2 (left)). - -

- build-stages
- Fig. 2. PyTorch code build process. Left: current build process, where CPU and CUDA code are built in a single stage. Right: refactored build process, where CPU code build and CUDA code build are two separate processes. -

- -This RFC proposal has made the following key improvements/changes to the native PyTorch CUDA device build process. - -- *Standalone build project for CUDA*. We decouple the build process for CUDA as a standalone project (see Fig. 2 (right)), resulting a two-stage build process (i.e., `torch_cpu` and `torch_cuda` stages) and producing three main components (see Fig. 3): - - `torch_cuda` - - Framework and kernels - - Device management - - JIT compile engine - - Linear algebra - - `torch_python_cuda` - - Python bindings and APIs - - `torch_CUDAC` - - Python module - -- *Wrapped cmake toolkit*. We wrap and develop a `wrapped_cmake` build tool based on `tools.setup_helpers.cmake`. - - A standard build toolkit for PyTorch backend integration with unified configuration of compilation parameters, automatic environment initialization, and compiler feature adaptation - -- *Better modularization*. - - Decoupling CUDA module `_CUDAC.cpython-XX.so` that can be independently initialized - - Unifying the dedicated extension builder `torch.utils.cpp_extension.NewDeviceCppExtension` for new backends - -

- build-libs
- Fig. 3. CUDA code build libs (left: current; right: refactored) -

- -## **Metrics and Drawbacks** - -### Metrics -- Achieving better modularization and structure of CUDA code, and making the code easier to maintain -- Can serve as a standardized workflow and mechanism for backend integration into PyTorch for different vendors and reducing their integration effort -- Users may use identical PyTorch CUDA APIs to write their code (device-agnostic code), thus reducing the code migration cost between different backends - -### Drawbacks -- Implementing this RFC proposal may result in a breaking change to the codebase. To mitigate this impact, we propose adopting a smooth transition strategy: - - *Decouple CUDA Code*: Decouple and place the CUDA code into a new directory. This initial step is non-disruptive and will not impact the existing codebase or build process. - - *Introduce Build Flag*: Define a new build flag (e.g., `USE_CUDA_INDEP`) and allow PyTorch developers/users to switch between current (legacy) and refactored build methods. - - *Deprecate Legacy Method*: Mark the original method of building the CUDA code as deprecated. This provides clear guidance and a timeline for users to migrate. - - *Complete Transition*: After the deprecation period, remove the legacy CUDA code from the main codebase and support only the refactored build method. - -## **Alternatives** - -There are two possible placement strategies for the decoupled CUDA code: - -- In-tree strategy - - Create a new directory `pytorch/third_device/torch_cuda` within the PyTorch codebase to hold separated code. The build process is integrated into the PyTorch build system. Before compilation, modifications to the native PyTorch code are applied in the form of patches. This approach enables seamless integration into the PyTorch ecosystem, allowing synchronized development and version updates with PyTorch. It offers higher security, better stability, strong compatibility, and eliminates the need for additional code adaptation and testing. - -- Out-of-tree strategy - - The decoupled code is not directly integrated into the PyTorch main codebase. Instead, a separate repository is created to independently place the code. It is plugged into PyTorch as a plugin, without making invasive modifications to the native PyTorch code. This approach enhances code flexibility and reduces maintenance costs. Developers can improve the code, fix bugs, and add new features without affecting the PyTorch main project, thus enabling fast iteration and testing. - -## **Prior Art** - -### Discussions among PyTorch community -- [PyTorch issue #129027](https://github.com/pytorch/pytorch/issues/129027) (Extract some public APIs from torch::cuda::initModule(module) to torch::initModule()) concludes that currently there are some APIs in `torch::cuda::initModule(module)` that are device-independent and suggests extracting these APIs so that they can be used by all devices. -- Similar with PyTorch issue #129027, [PyTorch issue #131881](https://github.com/pytorch/pytorch/issues/131881) (Decouple some generic APIs with CUDA building) proposes that currently there are some API are generic but defined in `torch/csrc/cuda/Module.cpp` and are only effective when `USE_CUDA=O`. The resulting pitch suggests to move the APIs `from torch::cuda::initModule(module)` to `torch::initModule()`. - -### Practice from third-party hardware vendors -- [Cambricon (MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop): Cambricon has released a PyTorch extension package called CATCH to integrate Cambricon MLU devices. CATCH is a package independent of the main PyTorch distribution. It integrates the Cambricon-specific backend into the native PyTorch source code by applying patches. Specifically, under the PyTorch Extension mechanism, CATCH encapsulates the Aten operators for Cambricon devices and then uses patches to register these operators into PyTorch's native operator registration framework. Through this approach, MLU-related code (such as the addition of the MLU device type and corresponding operator registrations) is introduced during PyTorch compilation, allowing the MLU device to be selected for computation at runtime (by setting `device="mlu"`). Currently, CATCH can support multi-card training and fused inference in TorchScript mode on a patched version of PyTorch, but it has not yet established a general dynamic multi-backend loading mechanism. It typically requires running with a specifically configured PyTorch binary (a version with MLU patches). - -- [Moore Threads (GPU)](https://github.com/MooreThreads/torch_musa): Moore Threads has developed a PyTorch plugin package called `torch_musa` to support its MUSA GPU through a "plugin-based" approach. The implementation leverages PyTorch's PrivateUse1 device key (reserved for third-party hardwares) to register the `MUSA` device type. It then adapts CUDA code to MUSA through text transformation and a custom compilation toolchain. This process includes using a self-developed MUSAExtension (similar to CUDAExtension) to build native extensions, employing tools like SimplePorting to replace `"cuda"` with `"musa"` in `*.cu` files, and substituting dependencies such as `cublas` with their MUSA equivalents. The build process requires Moore Threads' proprietary MUSA compiler (MCC) and SDK. Scripts provided by Moore Threads can automatically download and compile the modified PyTorch and `torch_musa` code. After installing `torch_musa`, users can utilize the MUSA device in the same way as CUDA (with identical API call formats), maintaining compatibility with native PyTorch programming practices. In practice, `torch_musa` provides tensor computation support for MUSA GPUs and claims to have "achieved CUDA compatibility, significantly reducing the effort required to adapt new operators." Multiple wheel distributions and source releases of `torch_musa` are now available, supporting training and inference on MUSA devices without modifying the upper-level model code. For dynamic multi-backend switching, users can select the corresponding hardware by setting `torch.device("cuda")` or `torch.device("musa")`, although the corresponding plugin-enabled version of PyTorch must be installed and loaded at the lower level beforehand. - -In summary, both Cambricon and Moore Threads have achieved the separation of CUDA compilation logic through plugin-based or patch-based modifications: the former requires maintaining a patched PyTorch branch, while the latter provides an independent extension package while preserving compatibility with the main PyTorch source. Both approaches have successfully enabled dynamic loading and invocation of their respective hardware devices in practice. - -## **Unresolved Questions** - -Due to some unresolved issues in the native PyTorch codebase and changes in the build process, we need to make minor modifications to certain code that has not been decoupled (i.e., non-CUDA code). To avoid making intrusive changes directly to the PyTorch codebase, we have placed these modifications as patches in the `third_device/torch_cuda/torch_patches` directory as a transitional solution. These patches should be applied before the build process begins. - -Below are two examples of patches. - -- Example 1: Since we have split the build process into two stages (`torch_cpu` and `torch_cuda`), the `USE_CUDA` flag will be disabled during the `torch_cpu` stage, so only non-CUDA code is compiled. However, due to [a design limitation of the Kineto library](https://github.com/pytorch/pytorch/blob/fea7e9dd37c02c334b130f6624af6163fde6b2ab/caffe2/CMakeLists.txt#L1624), the `torch_cpu` build stage still requires linking against cudart. Therefore, we need to apply the following patch to file `caffe2/CMakeLists.txt`: -```patch -+if(USE_KINETO AND NOT MSVC AND NOT LIBKINETO_NOCUPTI) -+ find_package(CUDA REQUIRED) -+ target_link_libraries(torch_cpu PRIVATE ${CUDA_CUDART_LIBRARY}) -+endif() -``` - -- Example 2: In the original single-stage build framework, all CPU and CUDA APIs are compiled into the `_C` shared lib. However, in the two-stage build framework, CUDA-related APIs will be compiled into a separate `_CUDAC` shared lib. As a result, the way Python accesses CUDA APIs will change. For example, we need to apply the following patch to file `torch/_dynamo/device_interface.py`: -```patch - get_cuda_stream: Optional[Callable[[int], int]] - if torch.cuda._is_compiled(): -- from torch._C import _cuda_getCurrentRawStream as get_cuda_stream -+ from torch.cuda._CUDAC import _cuda_getCurrentRawStream as get_cuda_stream - else: - get_cuda_stream = None -``` - -We hope that, with the collective effort of the PyTorch community, these patches can eventually be eliminated. - -## **Next Steps** - -If the RFC proposal is accepted, our team plans to implement it. In fact, we have already validated the decoupling and refactoring scheme on PyTorch v2.0.1 and v2.6.0. We are eager to continue implementing and optimizing this solution on the latest PyTorch main branch. - -In summary, implementing this RFC proposal is envisioned as a two-phase process. In the short term (Phase 1), we shall implement code decoupling, directory refactoring, and build optimization for the CUDA backend. In the long term (Phase 2), we aim to promote our solution to more hardware vendors and hope to integrate more new backends using the proposed solution. - -*Phase 1*: CUDA code decoupling and directory refactoring -- CUDA code decoupling - - CUDA C/C++ code decoupling - - Python binding code decoupling - - Python code decoupling -- Directory refactoring - - Migrate decoupled code into new directory hierarchy - - Supplement necessary header/source/configuration code -- Building system refactoring - - Develop wrapped cmake toolkit - - Make standalone build project for CUDA - - Implement dedicated extension builder - -*Phase 2*: Promote the solution to more hardware vendors diff --git a/RFC-0045-decoupling-cuda-code.md b/RFC-0045-decoupling-cuda-code.md index e4b412f4..24c0e0c7 100644 --- a/RFC-0045-decoupling-cuda-code.md +++ b/RFC-0045-decoupling-cuda-code.md @@ -174,7 +174,7 @@ Moreover, to enable standalone compilation of CUDA code, dependent files also ne After decoupling the CUDA code, the next step is to refactor it into a new directory hierarchy. We first investigate the adaptation approaches used by several hardware vendors—such as [AMD (ROCm)](https://github.com/ROCm/pytorch), [Google (TPU)](https://github.com/pytorch/xla/tree/master), [Intel (XPU)](https://github.com/intel/intel-extension-for-pytorch), [Ascend (NPU)](https://gitee.com/ascend/pytorch), and [Cambricon (MLU)](https://github.com/Cambricon/torch_mlu/tree/r2.4_develop). We analyze their codebase directory hierarchy, as well as the commonalities and specific modifications during integration. Based on the analysis, we refactor the CUDA code directory shown (Fig. 1 (left)) into a new design (Fig. 1 (right)).

- CUDA-dirs
+ CUDA-dirs
Fig. 1. CUDA related directories and their functionalities. Left: current directory hierarchy; Right: refactored directory hierarchy. Color-matched directories between left and right represent corresponding components.

@@ -204,7 +204,7 @@ In the following, we shall give an introduction to the refactored directory hier Since CPU and CUDA code is tightly coupled in current PyTorch codebase, the build process for these code is also closely interleaved. The CPU code and CUDA code are built in a single stage process and packed into unified shared libs, e.g., `libtorch`, `libtorch_python` and `lib_C` (see Fig. 2 (left)).

- build-stages
+ build-stages
Fig. 2. PyTorch code build process. Left: current build process, where CPU and CUDA code are built in a single stage. Right: refactored build process, where CPU code build and CUDA code build are two separate processes.

@@ -229,7 +229,7 @@ This RFC proposal has made the following key improvements/changes to the native - Unifying the dedicated extension builder `torch.utils.cpp_extension.NewDeviceCppExtension` for new backends

- build-libs
+ build-libs
Fig. 3. CUDA code build libs (left: current; right: refactored)