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Add BF16 tests for batched_gemm_softmax_gemm_permute (#504)

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* fixed bug in softmax reference & add bf16 examples for batched_gemm_scale_softmax_gemm

* added bf16 tests for batched_gemm_softmax_gemm_permute

* changed format of device_batched_gemm_softmax_gemm_permute_xdl_cshuffle_bf16_bf16_bf16_bf16_gmk_gnk_gno_gmo_instance.cpp

* changed format device_batched_gemm_softmax_gemm_permute_xdl_cshuffle_bf16_bf16_bf16_bf16_gmk_gnk_gno_gmo_instance.cpp

* aligned annotations

* modified CMakeLists for examples

* add common example code of fp16/bf16 version for batched_gemm_scale_softmax_gemm_xdl

* use macro to control the instances

* added macro control into instances

* clang-format some files

* changed error tolerance for bf16

* changed index for 10_elementwise_normalization

* fixed xdlops code bug in amd_xdlops.hpp

Co-authored-by: Po Yen Chen <PoYen.Chen@amd.com>
This commit is contained in:
guangzlu
2022-11-16 06:30:23 +08:00
committed by GitHub
parent db0eb1ea9c
commit 4c4c7328a6
17 changed files with 1133 additions and 269 deletions
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21
profiler/include/profile_batched_gemm_softmax_gemm_permute_impl.hpp
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@@ -309,8 +309,25 @@ bool profile_batched_gemm_softmax_gemm_permute_impl(bool do_verification,
{
c_device_buf.FromDevice(c_gs_ms_os_device_result.mData.data());
pass =
pass & ck::utils::check_err(c_gs_ms_os_device_result, c_gs_ms_os_host_result);
// default absolute error and relative error is 0.001
double rtol = 1e-3;
double atol = 1e-3;
// when BF16 is taken, set absolute error and relative error to 0.01
if(std::is_same_v<ADataType, ck::bhalf_t> &&
std::is_same_v<B0DataType, ck::bhalf_t> &&
std::is_same_v<B1DataType, ck::bhalf_t> &&
std::is_same_v<CDataType, ck::bhalf_t>)
{
rtol = 1e-2;
atol = 1e-2;
}
pass = pass & ck::utils::check_err(c_gs_ms_os_device_result,
c_gs_ms_os_host_result,
"Error: Incorrect results!",
rtol,
atol);
if(do_log)
{