pytorch

2ecb2c79 - Pass Scalar by reference (#53583)

Pass Scalar by reference (#53583) Summary: Pull Request resolved: https://github.com/pytorch/pytorch/pull/53583 `Scalar` takes 32 bytes due to `c10::complex<double>` requires aligning to 16 bytes. Passing Scalar by reference shows about 1% improvements on instruction count. All the changes in this commit are codemoded except for the following 4 files (which code-gen signatures): ``` tools/codegen/api/cpp.py tools/codegen/api/native.py tools/codegen/api/structured.py caffe2/contrib/aten/gen_op.py ``` # Codemode ## Main Step For the codemod part, here is the main command used: ``` fastmod --extensions h '([a-zA-Z_+]\([^)]*,?\s*)Scalar (\w+)' '${1}const Scalar& ${2}' fastmod --extensions h '([a-zA-Z_+]\([^)]*,?\s*)optional<Scalar> (\w+)' '${1}const optional<Scalar>& ${2}' fastmod --extensions cpp '([a-zA-Z_+]\([^)]*,?\s*)Scalar (\w+)' '${1}const Scalar& ${2}' fastmod --extensions cpp '([a-zA-Z_+]\([^)]*,?\s*)optional<Scalar> (\w+)' '${1}const optional<Scalar>& ${2}' ``` As you can tell, it codemods both `Scalar` and `optional<Scalar>`. Apply these commands iteratively until reaching a fix-point (since one method signature might contain multiple `Scalar` parameter). In retrospect, excluding `thrid_party` and `torch/csrc/jit` would be a good idea. (I revert it manually later, see https://github.com/pytorch/pytorch/pull/53479 as an reference). ## Pre-Step Prior to applying the main command, as some `Scalar` are presented as `at::Scalar` or `c10::Scalar`, so I codemod some of them in advance. Here is an incomplete list: ``` fastmod --extensions h '([a-zA-Z_+]\([^)]*,?\s*)at::Scalar (\w+)' '${1}const at::Scalar& ${2}' fastmod --extensions cpp '([a-zA-Z_+]\([^)]*,?\s*)at::Scalar (\w+)' '${1}const at::Scalar& ${2}' fastmod --extensions h '([a-zA-Z_+]\([^)]*,?\s*)c10::optional<Scalar> (\w+)' '${1}const c10::optional<Scalar>& ${2}' fastmod --extensions cpp '([a-zA-Z_+]\([^)]*,?\s*)c10::optional<Scalar> (\w+)' '${1}const c10::optional<Scalar>& ${2}' ``` ## Fixup There are a couple of post codemod fixup. For example, `const Scalar` will be codemoded into `const const Scalar&`. `at:Scalar` will be codemoded into `at::const Scalar&` (if `Pre-step` is not done comprehensively). Here is an incomplete list: ``` fastmod --extensions cpp 'const const Scalar' 'const Scalar' fastmod --extensions h 'const const c10::optional<Scalar>' 'const c10::optional<Scalar>' fastmod --extensions cpp 'const const c10::optional<Scalar>' 'const c10::optional<Scalar>' fastmod 'at::const Scalar&' 'const at::Scalar&' ``` ## Supplementary `cu` and `mm` files also need to be codemoded, for example: ``` fastmod --extensions cu 'at::const Scalar&' 'const at::Scalar&' fastmod --extensions mm '([a-zA-Z_+]\([^)]*,?\s*)Scalar (\w+)' '${1}const Scalar& ${2}' ``` Function pointers are not codemoded. Here is an incomplete list: ``` # Cover case: using index_fill_fn = void(*)(TensorIterator & iter, int64_t dim, int64_t self_dim_size, int64_t self_dim_stride, Scalar source); fastmod --extensions h '(void\s*\(\s*\*\s*\)\([^)]*,?\s*)Scalar (\w+)' '${1}const Scalar& ${2}' # Cover case: using softplus_fn = void (*)(TensorIterator&, Scalar, Scalar); fastmod --extensions h '(void\s*\(\s*\*\s*\)\([^)]*,?\s*)Scalar([, \)])' '${1}const Scalar&${2}' fastmod --extensions cpp '(void\s*\(\s*\*\s*\)\([^)]*,?\s*)Scalar([, \)])' '${1}const Scalar&${2}' fastmod --extensions h '(void\s*\(\s*\*\s*\)\([^)]*,?\s*)optional<Scalar>([, \)])' '${1}const optional<Scalar>&${2}' ``` Some corner cases needs to be manually fixed. ghstack-source-id: 123970306 Test Plan: Imported from OSS Reviewed By: smessmer Differential Revision: D26904445 fbshipit-source-id: 8d8a002af4b5125f153a32f03c6956be7ae5671d