Zq/add specified autocompare #785

NeosZhang · 2024-04-19T05:56:28Z

重构autocompare，autocompare功能的开启或关闭不再依赖编译，和DIPU_AUTOCOMPARE_OPS_LIST来设置autocompare功能，可以指定算子进行autocompare。

重构后的wrapped_code代码生成逻辑改变，为所有未fallback的算子生成普通版和autocompare版

现在环境变量控制的是注册过程，根据DIPU_AUTOCOMPARE_OPS_LIST来确定注册普通版还是autocomapre版。

dipu/QuickStart.md

dipu/torch_dipu/csrc_dipu/aten/RegisterDIPU.hpp

lljbash · 2024-04-22T02:53:12Z

dipu/torch_dipu/csrc_dipu/aten/RegisterDIPU.hpp

-#define DIOPI_ATEN_FUNC(opname, diopiFunc, wapperFunc)                       \
+#define addAutoCompare(wrapperFunc) wrapperFunc##_autocompare
+#define DIOPI_ATEN_FUNC(opname, diopiFunc, wrapperFunc)                      \
+  do {                                                                       \


嵌套太多层了，这里的逻辑可以简化很多

我把嵌套的if条件拆开了

dipu/torch_dipu/csrc_dipu/aten/RegisterDIPU.hpp

lljbash · 2024-04-22T02:56:30Z

dipu/torch_dipu/csrc_dipu/aten/RegisterDIPU.hpp

+    }                                                                        \
+  } while (false);
+
+#define DIOPI_ATEN_FUNC_DISABLE_AUTOCOMPARE(opname, diopiFunc, wrapperFunc)  \
  do {                                                                       \


lljbash · 2024-04-22T02:56:59Z

dipu/torch_dipu/csrc_dipu/aten/ops/OpRegexMatch.cpp

+// "SPECIFIED_AUTOCOMPARE_OPS_LIST"; specified_autocompare_config_name =
+// ".specified_autocompare_op_list.config"
+
+namespace dipu {


namespace 太浅了

我把正则匹配相关的函数和变量放到了namespace dipu::opRegexMatch下面

namespace 小写下划线吧

dipu/torch_dipu/csrc_dipu/aten/ops/OpRegexMatch.cpp

lljbash · 2024-04-22T03:01:11Z

dipu/torch_dipu/csrc_dipu/aten/ops/OpRegexMatch.cpp

考虑到用户对正则的不熟悉，是否有必要改成 wildcard？

多数场景下，算子匹配并不会用到很复杂的正则的语法，在readme里面多给几个常用的场景的示例就可以了。
但如果换成wildcard，灵活性会差很多，可能不能满足一些极端场景的需求

dipu/torch_dipu/csrc_dipu/aten/ops/OpRegexMatch.cpp

lljbash · 2024-04-22T03:08:16Z

copy 是否已支持 autocompare，是不是要把 disable 去掉

Co-authored-by: Lingjie <[email protected]>

lljbash

之前 comment 的逻辑简化依然应该做，if else 那堆现在特别难读

lljbash · 2024-04-23T11:03:15Z

dipu/torch_dipu/csrc_dipu/aten/ops/OpRegexMatch.cpp

+// "SPECIFIED_AUTOCOMPARE_OPS_LIST"; specified_autocompare_config_name =
+// ".specified_autocompare_op_list.config"
+
+namespace dipu {


namespace 小写下划线吧

lljbash · 2024-04-23T11:03:50Z

dipu/torch_dipu/csrc_dipu/aten/ops/OpRegexMatch.cpp

+  return list;
+}
+
+bool whetherOpMatch(const char* opname,


Suggested change

bool whetherOpMatch(const char* opname,

bool isOpMatch(const char* opname,

lljbash · 2024-04-23T11:05:44Z

dipu/scripts/ci/ascend/ci_ascend_script.sh

这里忘了删吧

lljbash · 2024-04-23T11:07:03Z

dipu/torch_dipu/csrc_dipu/aten/ops/OpRegexMatch.hpp

+extern const char* const fallback_env_name;
+extern const char* const fallback_config_name;
+extern const std::vector<std::regex> fallbackMatchers;
+
+extern const char* const specified_autocompare_env_name;
+extern const char* const specified_autocompare_config_name;


const char* 不用 extern，用 constexpr

lljbash · 2024-04-23T11:09:51Z

dipu/QuickStart.md

+- 可以通过设置环境变量`SPECIFIED_AUTOCOMPARE_OPS_LIST=‘.*’`，开启全局的精度对比，这种情况下所有调用的算子都会进行精度对比。
+
+```shell
+# 开启全局的算子精度自动对比功能
+export SPECIFIED_AUTOCOMPARE_OPS_LIST=‘.*’


Suggested change

- 可以通过设置环境变量`SPECIFIED_AUTOCOMPARE_OPS_LIST=‘.*’`，开启全局的精度对比，这种情况下所有调用的算子都会进行精度对比。

```shell

# 开启全局的算子精度自动对比功能

export SPECIFIED_AUTOCOMPARE_OPS_LIST=‘.*’

- 可以通过设置环境变量`SPECIFIED_AUTOCOMPARE_OPS_LIST='.*'`，开启全局的精度对比，这种情况下所有调用的算子都会进行精度对比。

```shell

# 开启全局的算子精度自动对比功能

export SPECIFIED_AUTOCOMPARE_OPS_LIST='.*'

lljbash · 2024-04-23T11:10:20Z

dipu/QuickStart.md

+
+```shell
+# 指定匹配add.*?的算子进行自动精度对比
+export DIPU_AUTOCOMPARE_OPS_LIST=add.*?


我还是很奇怪，add.*? 是个啥匹配

add.*?非贪婪匹配所有add开头的，匹配结果是add 比如"add.out, add.scalar", 匹配结果就是“add”， “add”，只要匹配结果不为空，isOpMatch都返回True

问号是对匹配结果造成影响是吧，这么看来这这里是多余的？

lljbash · 2024-04-25T07:29:20Z

dipu/torch_dipu/csrc_dipu/aten/ops/OpRegexMatch.cpp

+constexpr const char* fallback_env_name = "DIPU_FORCE_FALLBACK_OPS_LIST";
+constexpr const char* fallback_config_name =
+    ".dipu_force_fallback_op_list.config";
+const std::vector<std::regex> fallbackMatchers =
+    dipu::op_regex_match::loadMatcher(fallback_env_name, fallback_config_name);
+
+constexpr const char* specified_autocompare_env_name =
+    "DIPU_AUTOCOMPARE_OPS_LIST";
+constexpr const char* specified_autocompare_config_name =
+    ".specified_autocompare_op_list.config";
+const std::vector<std::regex> autocompareMatchers =
+    dipu::op_regex_match::loadMatcher(specified_autocompare_env_name,
+                                      specified_autocompare_config_name);


我建议按常量命名规范 k+驼峰

lljbash · 2024-04-25T07:30:06Z

FYI: clang-format 根目录有个脚本可以用

lljbash · 2024-04-25T07:41:39Z

dipu/torch_dipu/csrc_dipu/aten/RegisterDIPU.hpp

-    else {                                                                  \
-      m.impl(opname, TORCH_FN(wrapper_func));                               \
-    }                                                                       \
+#define CONCAT_NAME(a, b) a##b


我记得这样是不会展开 a 和 b 的，还得加一层。
不过我们某个头文件里可能已经实现这个基础设施了，没有的话也应该加在那里，因为这个很基础
或者用 C10_CONCATENATE
而且宏绝对不能这么起名字，太容易撞了

* fix cat bug * use cast in op-plugin and optimize cat * skip cat double test case * enhance empty check * remove OpCommandImpls relate * use diopiCopyInp and diopiDtypeCast * fallback cast to cpu * skip some test case: contiguous to no contiguous * fix copy and cast bug * support stride_copy_support double * enable some test case * skip double test case in copy

NeosZhang added 5 commits April 17, 2024 16:12

craft

60eb031

draft

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fix

63a4ff7

fix

538cf2f

update readme

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NeosZhang requested review from mrdanielw, lljbash, wiryls, Wrench-Git, wugeshui, zhaoguochun1995 and fandaoyi as code owners April 19, 2024 05:56

NeosZhang added 9 commits April 19, 2024 14:03

fix md lint

6d8a8e3

fix cpp lint

4790315

fix readme

ba73de3

fix lint

e97db80

fix

8e95f2f

rm autcompare CI

1ba0e04

add copyright

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fix clang-format

e534ce2

fix clang-tidy

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lljbash reviewed Apr 22, 2024

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fix lint

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lljbash requested changes Apr 22, 2024

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NeosZhang added DIPU DIPU related refactor just better coding labels Apr 22, 2024

NeosZhang and others added 3 commits April 22, 2024 12:39

Update dipu/QuickStart.md

3c63c9f

Co-authored-by: Lingjie <[email protected]>

remove ENV USE_GLOBAL_AUTOCOMPARE

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fix

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NeosZhang added 2 commits April 22, 2024 18:41

fix

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NeosZhang requested a review from lljbash April 23, 2024 08:08

fix readme

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NeosZhang added 7 commits April 24, 2024 11:31

fix

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add directMemCopyH2H

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fix lint

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lljbash approved these changes Apr 25, 2024

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simplify register macro

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NeosZhang mentioned this pull request Apr 26, 2024

Zq/add specified autocompare2 #794

Merged

NeosZhang marked this pull request as draft April 26, 2024 03:44

generate fake autocompare_func when disable

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Zq/add specified autocompare #785

Zq/add specified autocompare #785

NeosZhang commented Apr 19, 2024 •

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	bool whetherOpMatch(const char* opname,
	bool isOpMatch(const char* opname,

Zq/add specified autocompare #785

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Zq/add specified autocompare #785

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