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Gemm+Reduce Fusion (#128)

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* add gridwise gemm v4r1

* rename

* adding gemm+reduce

* adding gemm+reduce

* adding gemm+reduce

* adding gemm+reduce

* use sfc in shuffling

* remove hardcode

* remove hardcode

* refactor

* fix build

* adding gemm+reduce

* adding gemm+reduce

* adding gemm+reduce

* adding gemm+reduce

* adding gemm+reduce

* format

* clean

* adding gemm+reduce

* adding profiler for gemm+reduce

* adding gemm+reduce profiler

* fix build

* clean up

* gemm+reduce

* fix build

* update DeviceGemm_Xdl_CShuffle; update enum to enum class

* clean up

* add test for gemm+reduce

* clean up

* refactor

* fix build

* fix build
This commit is contained in:
Chao Liu
2022-03-23 22:18:42 -05:00
committed by GitHub
parent f91579aab6
commit f95267f166
56 changed files with 4429 additions and 297 deletions
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16
profiler/src/profile_conv_bwd_data.cpp
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@@ -6,7 +6,7 @@
#include <half.hpp>
#include "profile_conv_bwd_data_impl.hpp"
enum ConvDataType
enum struct ConvDataType
{
F32_F32_F32, // 0
F16_F16_F16, // 1
@@ -14,19 +14,19 @@ enum ConvDataType
INT8_INT8_INT8, // 3
};
enum ConvInputLayout
enum struct ConvInputLayout
{
NCHW, // 0
NHWC, // 1
};
enum ConvWeightLayout
enum struct ConvWeightLayout
{
KCYX, // 0
KYXC, // 1
};
enum ConvOutputLayout
enum struct ConvOutputLayout
{
NKHW, // 0
NHWK, // 1
@@ -50,10 +50,10 @@ int profile_conv_bwd_data(int argc, char* argv[])
exit(1);
}
const int data_type = static_cast<ConvDataType>(std::stoi(argv[2]));
const int in_layout = static_cast<ConvInputLayout>(std::stoi(argv[3]));
const int wei_layout = static_cast<ConvWeightLayout>(std::stoi(argv[4]));
const int out_layout = static_cast<ConvOutputLayout>(std::stoi(argv[5]));
const auto data_type = static_cast<ConvDataType>(std::stoi(argv[2]));
const auto in_layout = static_cast<ConvInputLayout>(std::stoi(argv[3]));
const auto wei_layout = static_cast<ConvWeightLayout>(std::stoi(argv[4]));
const auto out_layout = static_cast<ConvOutputLayout>(std::stoi(argv[5]));
const bool do_verification = std::stoi(argv[6]);
const int init_method = std::stoi(argv[7]);
const bool do_log = std::stoi(argv[8]);