| // Common utilities for writing performance kernels and easy dispatching of |
| // different backends. |
| /* |
| The general workflow shall be as follows, say we want to |
| implement a functionality called void foo(int a, float b). |
| |
| In foo.h, do: |
| void foo(int a, float b); |
| |
| In foo_avx2.cc, do: |
| void foo__avx2(int a, float b) { |
| [actual avx2 implementation] |
| } |
| |
| In foo_avx.cc, do: |
| void foo__avx(int a, float b) { |
| [actual avx implementation] |
| } |
| |
| In foo.cc, do: |
| // The base implementation should *always* be provided. |
| void foo__base(int a, float b) { |
| [base, possibly slow implementation] |
| } |
| void foo(int a, float b) { |
| // You should always order things by their preference, faster |
| // implementations earlier in the function. |
| AVX2_DO(foo, a, b); |
| AVX_DO(foo, a, b); |
| BASE_DO(foo, a, b); |
| } |
| |
| */ |
| // Details: this functionality basically covers the cases for both build time |
| // and run time architecture support. |
| // |
| // During build time: |
| // The build system should provide flags CAFFE2_PERF_WITH_AVX2 and |
| // CAFFE2_PERF_WITH_AVX that corresponds to the __AVX__ and __AVX2__ flags |
| // the compiler provides. Note that we do not use the compiler flags but |
| // rely on the build system flags, because the common files (like foo.cc |
| // above) will always be built without __AVX__ and __AVX2__. |
| // During run time: |
| // we use cpuid to identify cpu support and run the proper functions. |
| |
| #pragma once |
| |
| // DO macros: these should be used in your entry function, similar to foo() |
| // above, that routes implementations based on CPU capability. |
| |
| #define BASE_DO(funcname, ...) return funcname##__base(__VA_ARGS__); |
| |
| #ifdef CAFFE2_PERF_WITH_AVX2 |
| #define AVX2_DO(funcname, ...) \ |
| decltype(funcname##__base) funcname##__avx2; \ |
| if (GetCpuId().avx2()) { \ |
| return funcname##__avx2(__VA_ARGS__); \ |
| } |
| #define AVX2_FMA_DO(funcname, ...) \ |
| decltype(funcname##__base) funcname##__avx2_fma; \ |
| if (GetCpuId().avx2() && GetCpuId().fma()) { \ |
| return funcname##__avx2_fma(__VA_ARGS__); \ |
| } |
| #else // CAFFE2_PERF_WITH_AVX2 |
| #define AVX2_DO(funcname, ...) |
| #define AVX2_FMA_DO(funcname, ...) |
| #endif // CAFFE2_PERF_WITH_AVX2 |
| |
| #ifdef CAFFE2_PERF_WITH_AVX |
| #define AVX_DO(funcname, ...) \ |
| decltype(funcname##__base) funcname##__avx; \ |
| if (GetCpuId().avx()) { \ |
| return funcname##__avx(__VA_ARGS__); \ |
| } |
| #define AVX_F16C_DO(funcname, ...) \ |
| decltype(funcname##__base) funcname##__avx_f16c; \ |
| if (GetCpuId().avx() && GetCpuId().f16c()) { \ |
| return funcname##__avx_f16c(__VA_ARGS__); \ |
| } |
| #else // CAFFE2_PERF_WITH_AVX |
| #define AVX_DO(funcname, ...) |
| #define AVX_F16C_DO(funcname, ...) |
| #endif // CAFFE2_PERF_WITH_AVX |