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Unified implementation of 1d/2d/3d conv bwd-data. fp32/fp16/bfp16/int8 (#134)

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* start convnd bwd data

* add 3d laoyout name

* add conv1d reference

* add con3d reference

* finished example client code

* conv1d kernel finished

* fix input error

* add conv3d

* add 3d layout in conv_utils.hpp

* fix sepecial check

* addconvnd lib

* add test for bwd data

* finished test

* add check slice length

* convnd bwd data start

* profiler can be compiled

* fix some bug

* set input to zero

* modify readme for example

* fix test_convnd_bwd_data bug

* test_convnd_bwd_data parameter desc

* workaround for 1d

* workaroud for 2d

* change init value

* workaround for 3d int8

* fix init value bug

* remove workaround

* fix acc data type

* add int32

* change select function to template

* tilda to tilde

* remove int32 instance

* fix commit for device hpp

* fix comments for profiler

* using profile imp to test

* add pass verification

* fix conv2d reference

* fix conflict

* remove double batched_gemm

* fix exampel conv2d data and test convnd

* format

* change conv2d_bwd_data return value

* remove repeat = 1

* remove conv bwd data

Co-authored-by: ltqin <letaoqin@amd.com>
Co-authored-by: Chao Liu <chao.liu2@amd.com>

[ROCm/composable_kernel commit: 0536f2b312]
This commit is contained in:
ltqin
2022-03-29 23:52:25 +08:00
committed by GitHub
parent 34e14a5e54
commit 7743be1e58
37 changed files with 4577 additions and 245 deletions
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16
test/conv2d_bwd_data/conv2d_bwd_data.cpp
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@@ -121,15 +121,17 @@ int main(int argc, char* argv[])
exit(1);
}
auto Run = [&](auto input_type, auto wei_type, auto out_type) {
auto Run = [&](auto input_type, auto wei_type, auto out_type, auto acc_type) {
using InDataType = decltype(input_type);
using WeiDataType = decltype(wei_type);
using OutDataType = decltype(out_type);
using AccDataType = decltype(acc_type);
using ReferenceConvBwdInstance =
ck::tensor_operation::host::ReferenceConvBwdData<InDataType,
WeiDataType,
OutDataType,
AccDataType,
InElementOp,
WeiElementOp,
OutElementOp>;
@@ -293,33 +295,33 @@ int main(int argc, char* argv[])
if(success)
{
std::cout << "test conv2d bwd : Pass" << std::endl;
return 0;
}
else
{
std::cout << "test conv2d bwd: Fail " << std::endl;
return -1;
}
};
if(data_type == 0)
{
Run(F32(), F32(), F32());
return Run(F32(), F32(), F32(), F32());
}
else if(data_type == 1)
{
Run(F16(), F16(), F16());
return Run(F16(), F16(), F16(), F32());
}
else if(data_type == 2)
{
Run(BF16(), BF16(), BF16());
return Run(BF16(), BF16(), BF16(), F32());
}
else if(data_type == 3)
{
Run(INT8(), INT8(), INT8());
return Run(INT8(), INT8(), INT8(), int());
}
else
{
return 1;
}
return 0;
}