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【prim】uniform Decomp list by xiaoguoguo626807 · Pull Request #70204 · PaddlePaddle/Paddle · GitHub
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【prim】uniform Decomp list #70204
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PR Category
Execute Infrastructure
PR Types
Improvements
Description
pcard-67164
整理组合算子生成名单。
paddle/fluid/pir/dialect/op_generator/decomp_interface_gen_op_list.py 中的名单作用:
decomp_interface_gen_op_list.py 中包含两组名单,一组前向拆解声明+实现; 一组反向拆解声明+实现
decomp_rule_xxx_list 是控制前向decomp接口生成,decomp_vjp_xxx_list 是控制反向decomp接口生成,
声明list 引用逻辑:
paddle/fluid/pir/dialect/op_generator/op_gen.py 中引用decomp_rule_declare_list, decomp_vjp_declare_list, 分别负责生成decomp, decomp_vjp 接口的声明,以及对应的Interface ,生成位置在pd_op.h中。
实现list 引用逻辑:
paddle/fluid/primitive/codegen/decomp_rule_gen.py 引用decomp_rule_implementation_list负责生成decomp接口的实现, 被,生成代码位置在op_decomp_rule.cc;
paddle/fluid/primitive/codegen/decomp_vjp_gen.py decomp_vjp_implementation_list负责生成decomp_vjp 接口的实现,生成代码位置在op_decomp_vjp.cc;
声明的list = generate实现list + manual实现list 因此按照此逻辑进行重构。
paddle/fluid/primitive/codegen/decomp_vjp_gen.py 中还有一组反向op list,
按照prim_vjp和custom_vjp 构成vjp总list,
custom_vjp 被paddle/fluid/pir/dialect/op_generator/op_gen.py引用,负责生成custom_trait 用于op 进行has_custom_vjp 的判断。
vjp 总list 用来生成generated_vjp.h/ generated_vjp.cc 在相应的vjp 逻辑中生成decomp_vjp 的调用链路。
由于两组名单用于生成的内容不同,分流方式也不同,因此需要两套名单。同时两个列表的总vjp list 也可能不全。decomp_interface中总名单会缺少manual_op.h 中定义的op;
vjp_gen中总名单会缺少manual_vjp.h中和manual_op.h中的op.