From 5c7b75f58d4d4bdd82d5f4a9dbe26664e5faa819 Mon Sep 17 00:00:00 2001 From: chengyanfu Date: Wed, 25 Oct 2023 15:12:12 +0800 Subject: [PATCH 01/10] [WeeklyReport] kevincheng2 2023.10.10~2023.10.24 --- .../[WeeklyReport]2023.10.10~2023.10.24.md | 51 ++++++++++++++++++ ...3f4ddfa095019702db95ba-1698204944186-2.png | Bin 0 -> 204695 bytes .../48afe88f743f4ddfa095019702db95ba.png | Bin 0 -> 204695 bytes 3 files changed, 51 insertions(+) create mode 100644 WeeklyReports/04_kevincheng2/[WeeklyReport]2023.10.10~2023.10.24.md create mode 100644 WeeklyReports/04_kevincheng2/assets/48afe88f743f4ddfa095019702db95ba-1698204944186-2.png create mode 100644 WeeklyReports/04_kevincheng2/assets/48afe88f743f4ddfa095019702db95ba.png diff --git a/WeeklyReports/04_kevincheng2/[WeeklyReport]2023.10.10~2023.10.24.md b/WeeklyReports/04_kevincheng2/[WeeklyReport]2023.10.10~2023.10.24.md new file mode 100644 index 00000000..e89efa47 --- /dev/null +++ b/WeeklyReports/04_kevincheng2/[WeeklyReport]2023.10.10~2023.10.24.md @@ -0,0 +1,51 @@ +### 姓名 +程延福 - [kevincheng2](https://github.com/kevincheng2) + +### 实习项目 +[项目四:组合机制前反向架构统一](https://github.com/PaddlePaddle/community/blob/master/hackathon/hackathon_5th/【PaddlePaddle Hackathon 5th】飞桨护航计划集训营项目合集.md#项目四组合机制前反向架构统一) + +### 本周工作 + +1. **熟悉静态图场景组合机制case** + * 理解了静态图下算子的组合机制代码调用方法 + * 熟悉 paddle 单元测试规则 + + +2. **完成新IR下Relu的反向迁移 [[Prim][PIR] Support for rule operator backward under new ir](https://github.com/PaddlePaddle/Paddle/pull/58210)** + + * 学习PR [[Prim][PIR] Support composite rules of Llama ops](https://github.com/PaddlePaddle/Paddle/pull/58018) 中的算子迁移方法 + + * 根据 [PR](https://github.com/PaddlePaddle/Paddle/pull/58018) 和 mentor 的指导,完成新IR下Relu的反向迁移,并提交 [Relu 反向迁移 PR](https://github.com/PaddlePaddle/Paddle/pull/58210) + + * 理解 call_vjp 调用规则 -- todo + + ![48afe88f743f4ddfa095019702db95ba](C:\Users\dell\Documents\vsCode\Camp\WeeklyReports\04_kevincheng2\assets\48afe88f743f4ddfa095019702db95ba-1698204944186-2.png) + +3. **熟悉新IR下的前向拆解规则** + + * 学习PR [[Prim][PIR] Sink Forward Prim](https://github.com/PaddlePaddle/Paddle/pull/58130) 中算子拆解下沉实现,理解 call_decomp 调用规则 -- todo + + ![image](https://user-images.githubusercontent.com/116002591/275771637-1c70c9ba-3fdf-4d41-9e63-ff6559cf9a21.png) + + * 参考PR中的mean算子,实现relu的前向拆解下沉 -- todo + +3. **问题疑惑与解答** + + + * 基础算子和组合算子怎么界定?有什么区别? + + 答:区分基础算子和组合算子需要考虑这么几个规则,原子性、可组合性、可优化性、高频率、算子库支持度。但是在实际应用实现的过程中,基础算子和组合算子的界定没有特别严格,设计时需要考虑算子实现的颗粒、算子的性能和算子功能性等具体的方面,针对不同的算子的不同特点去考虑。 + + * decomp_interface_gen_op_list.py 生成代码时,配置relu会同时生成 relu 和 relu_ 对应代码? + + 答:一个小bug,relu 和 relu_ 特性有区别,需要分开考虑,relu_ 不需要拆分,已提交pr [[Prim]fix interface decomp](https://github.com/PaddlePaddle/Paddle/pull/58322) + + +### 下周工作 + +1. 实现relu的前向拆解下沉 +2. 结合源码,理解 call_decomp 、call_vjp 的调用规则 +3. 其他算子的迁移和拆解工作 + +### 导师点评 +请联系导师填写 \ No newline at 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Update [WeeklyReport]2023.10.10~2023.10.24.md mentor comment --- .../04_kevincheng2/[WeeklyReport]2023.10.10~2023.10.24.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/WeeklyReports/04_kevincheng2/[WeeklyReport]2023.10.10~2023.10.24.md b/WeeklyReports/04_kevincheng2/[WeeklyReport]2023.10.10~2023.10.24.md index e89efa47..e565fe86 100644 --- a/WeeklyReports/04_kevincheng2/[WeeklyReport]2023.10.10~2023.10.24.md +++ b/WeeklyReports/04_kevincheng2/[WeeklyReport]2023.10.10~2023.10.24.md @@ -48,4 +48,5 @@ 3. 其他算子的迁移和拆解工作 ### 导师点评 -请联系导师填写 \ No newline at end of file +对组合机制项目有初步的认识,通过relu的任务对组合机制流程有了大体掌握。 +建议:遇到问题不好解决,及时抛出,有助于进一步提高效率。 From 1c6b21e7d8384073c5e80936f7c1b2a5fd0e2113 Mon Sep 17 00:00:00 2001 From: chengyanfu Date: Fri, 27 Oct 2023 19:02:34 +0800 Subject: [PATCH 03/10] [WeeklyReport] kevincheng2 2023.10.10~2023.10.24 --- .../04_kevincheng2/[WeeklyReport]2023.10.10~2023.10.24.md | 5 ----- 1 file changed, 5 deletions(-) diff --git a/WeeklyReports/04_kevincheng2/[WeeklyReport]2023.10.10~2023.10.24.md b/WeeklyReports/04_kevincheng2/[WeeklyReport]2023.10.10~2023.10.24.md index e89efa47..a071fe89 100644 --- a/WeeklyReports/04_kevincheng2/[WeeklyReport]2023.10.10~2023.10.24.md +++ b/WeeklyReports/04_kevincheng2/[WeeklyReport]2023.10.10~2023.10.24.md @@ -19,14 +19,9 @@ * 理解 call_vjp 调用规则 -- todo - ![48afe88f743f4ddfa095019702db95ba](C:\Users\dell\Documents\vsCode\Camp\WeeklyReports\04_kevincheng2\assets\48afe88f743f4ddfa095019702db95ba-1698204944186-2.png) - 3. **熟悉新IR下的前向拆解规则** - * 学习PR [[Prim][PIR] Sink Forward Prim](https://github.com/PaddlePaddle/Paddle/pull/58130) 中算子拆解下沉实现,理解 call_decomp 调用规则 -- todo - ![image](https://user-images.githubusercontent.com/116002591/275771637-1c70c9ba-3fdf-4d41-9e63-ff6559cf9a21.png) - * 参考PR中的mean算子,实现relu的前向拆解下沉 -- todo 3. **问题疑惑与解答** From 1c5b6e3aef54eae1c075c8fac361f2bcf8ddd2b2 Mon Sep 17 00:00:00 2001 From: chengyanfu Date: Fri, 27 Oct 2023 19:06:29 +0800 Subject: [PATCH 04/10] 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kevincheng2 add 2023.10.25~2023.11.07 --- .../[WeeklyReport]2023.10.25~2023.11.07.md | 48 ++++++++++++++++++ .../assets/whiteboard_exported_image (1).png | Bin 0 -> 240057 bytes .../assets/whiteboard_exported_image.png | Bin 0 -> 265105 bytes 3 files changed, 48 insertions(+) create mode 100644 WeeklyReports/04_kevincheng2/[WeeklyReport]2023.10.25~2023.11.07.md create mode 100644 WeeklyReports/04_kevincheng2/assets/whiteboard_exported_image (1).png create mode 100644 WeeklyReports/04_kevincheng2/assets/whiteboard_exported_image.png diff --git a/WeeklyReports/04_kevincheng2/[WeeklyReport]2023.10.25~2023.11.07.md b/WeeklyReports/04_kevincheng2/[WeeklyReport]2023.10.25~2023.11.07.md new file mode 100644 index 00000000..a2badb3f --- /dev/null +++ b/WeeklyReports/04_kevincheng2/[WeeklyReport]2023.10.25~2023.11.07.md @@ -0,0 +1,48 @@ +### 姓名 +程延福 - [kevincheng2](https://github.com/kevincheng2) + +### 实习项目 +[项目四:组合机制前反向架构统一](https://github.com/PaddlePaddle/community/blob/master/hackathon/hackathon_5th/【PaddlePaddle Hackathon 5th】飞桨护航计划集训营项目合集.md#项目四组合机制前反向架构统一) + +### 本周工作 + +1. **完成relu算子、softmax算子的前向拆解下沉** + * [[Prim][PIR] relu forward sink](https://github.com/PaddlePaddle/Paddle/pull/58502) 已合入 + * [[Prim][PIR] softmax forward sink](https://github.com/PaddlePaddle/Paddle/pull/58591) 未合入 + + +2. **理解新IR下Relu的反向迁移过程** -- 进度 8/10 + + * 学习PR [[Prim][PIR] Support composite rules of Llama ops](https://github.com/PaddlePaddle/Paddle/pull/58018) 中的算子迁移方法 + + * 理解 call_vjp 调用规则 + + ![whiteboard_exported_image](C:\Users\dell\Documents\vsCode\Camp\WeeklyReports\04_kevincheng2\assets\whiteboard_exported_image.png) + +3. **熟悉新IR下的前向拆解规则** -- 进度 8/10 + + * 学习PR [[Prim][PIR] Sink Forward Prim](https://github.com/PaddlePaddle/Paddle/pull/58130) 中算子拆解下沉实现,理解 call_decomp 调用规则 + + ![whiteboard_exported_image (1)](C:\Users\dell\Documents\vsCode\Camp\WeeklyReports\04_kevincheng2\assets\whiteboard_exported_image (1).png) + +3. **问题疑惑与解答** + + + * 为什么说前向拆非基础算子,反向拆基础算子?这个该怎么理解? + + 答:前向计算的时候拆解非基础算子是为了使用基础算子表示出所有算子。这个时候,所有的算子都使用基础算子来表示了,那么反向计算的时候也就没有非基础算子了,只有基础算子,这个时候只需要考虑基础算子的梯度计算就可以了,而基础算子的梯度计算也可以拆解成前向的基础算子。 + + * 算子实现过程中,Tensor 0d的情况,不特意去支持好像也可以通过测试案例 + + 答:可以测试一下,静态图下的一些基础算子在0d情况会不会出现问题,现在这个问题可能已经修复了 + + +### 下周工作 + +1. 实现gelu和dropout算子的迁移工作 +2. 其他算子的迁移工作 +3. 结合源码,理解组合机制相关的逻辑实现 + +### 导师点评 +对组合机制项目有初步的认识,通过relu的任务对组合机制流程有了大体掌握。 +建议:遇到问题不好解决,及时抛出,有助于进一步提高效率。 diff --git a/WeeklyReports/04_kevincheng2/assets/whiteboard_exported_image (1).png b/WeeklyReports/04_kevincheng2/assets/whiteboard_exported_image (1).png new file mode 100644 index 0000000000000000000000000000000000000000..f9a7935530e156a4d8da0999bfc7fcc3f864e8e4 GIT binary patch literal 240057 zcmeEvc|4Ts`#%$9NhxbuC`po~5LxFOl_JYQ_BDm<%-9X4LM2qPuPwGPk}P9Sq3ru) z4_U{)8{6-G44ux2&gY-sf8T%3@tX6@JokOw*Y&>M*LI(WN(wSGR4h~^BqTJ~u3l0m 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