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[tests] convert test_conv_igemm_mlir_fwd to gTest #2291

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merged 40 commits into from
Sep 26, 2023
Merged

[tests] convert test_conv_igemm_mlir_fwd to gTest #2291

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89c8fe2
conv_2d_wrapper gtest
alexandraBara May 13, 2023
dc3b8b9
pulling in env vars
alexandraBara May 16, 2023
6f1d5b0
sending tuple values
alexandraBara May 16, 2023
ba9cd2a
updates to env vars
alexandraBara May 17, 2023
9f3fe10
stdout test capture to fail based in stderr stream
alexandraBara May 19, 2023
251bb89
clang tidy
alexandraBara May 20, 2023
61e49ec
MIOPEN_FLOAT_TEST_ARG assigments to all gtests
alexandraBara May 22, 2023
17aedb8
added all precision based tests
alexandraBara May 23, 2023
1b5e8c1
some rework
alexandraBara May 24, 2023
f5d3cf1
renamed file
alexandraBara May 25, 2023
c5cbb1a
code cleanup
alexandraBara May 25, 2023
8a8176d
Merge branch 'develop' into alex_gtest
alexandraBara May 25, 2023
ae29c5d
addressed reviews
alexandraBara May 30, 2023
beb7fcb
Cleaned up test case creation, skip tests for gfx908 and gfx90a, addr…
xinlipn Jun 2, 2023
da3594e
Resolve test CMakeLists.txt conflicts
xinlipn Jun 15, 2023
6ad1a8c
convert ctest to gtest conv_igemm_dynamic
xinlipn Jul 31, 2023
ae496bc
Merge branch 'develop' of https://github.com/ROCmSoftwarePlatform/MIO…
xinlipn Aug 1, 2023
6b70bd0
Fix cannot create target test_conv_igemm_dynamic error
xinlipn Aug 22, 2023
652b477
Merge branch 'develop' into sl/gtest_conv_igemm_mlir_fwd
xinlipn Aug 29, 2023
0a2c134
Fix build for FAIL()
xinlipn Aug 29, 2023
aa42b33
Remove unrecognized character
xinlipn Aug 30, 2023
42d43dc
Remove MIOPEN_TEST_FLOAT_ARG
xinlipn Aug 30, 2023
3804033
Isolate coredump cases
xinlipn Sep 6, 2023
17d811e
Merge branch 'develop' into sl/gtest_conv_igemm_mlir_fwd
xinlipn Sep 6, 2023
5f99bfe
Update with correct solvers for Wrw and Bwd test cases
xinlipn Sep 6, 2023
a90c1a1
Fix coredump abort due to invalid input parameter
xinlipn Sep 13, 2023
3e2bf70
Merge branch 'develop' of https://github.com/ROCmSoftwarePlatform/MIO…
xinlipn Sep 14, 2023
a9d5ce0
Merge branch 'develop' into sl/gtest_conv_igemm_mlir_fwd
xinlipn Sep 14, 2023
819da95
fix tidy issue
junliume Sep 14, 2023
72a3423
fix clang-format
junliume Sep 14, 2023
d6e8324
Replace raw for loop with std::transform
xinlipn Sep 18, 2023
782b634
Merge branch 'develop' of https://github.com/ROCmSoftwarePlatform/MIO…
xinlipn Sep 19, 2023
b8756ee
Merge branch 'develop' into sl/gtest_conv_igemm_mlir_fwd
xinlipn Sep 19, 2023
cd0827c
Merge branch 'develop' of https://github.com/ROCmSoftwarePlatform/MIO…
xinlipn Sep 19, 2023
4a58549
Merge branch 'develop' of https://github.com/ROCmSoftwarePlatform/MIO…
xinlipn Sep 21, 2023
e7b05ab
Merge branch 'develop' into sl/gtest_conv_igemm_mlir_fwd
xinlipn Sep 21, 2023
33700e5
Merge branch 'develop' into sl/gtest_conv_igemm_mlir_fwd
xinlipn Sep 21, 2023
985f0d8
Merge branch 'sl/gtest_conv_igemm_mlir_fwd' of https://github.com/ROC…
xinlipn Sep 22, 2023
dacf96b
Update with newly added miopenFloat8 miopenBFloat8 data type
xinlipn Sep 22, 2023
2a7a922
Merge branch 'develop' into sl/gtest_conv_igemm_mlir_fwd
xinlipn Sep 26, 2023
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42 changes: 0 additions & 42 deletions test/CMakeLists.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -1218,48 +1218,6 @@ set(DYNAMIC_IMPLICITGEMM_XDLOPS_NHWC_BWD_ENVS
${DYNAMIC_IMPLICITGEMM_COMMON}
MIOPEN_DEBUG_FIND_ONLY_SOLVER=ConvAsmImplicitGemmGTCDynamicBwdXdlopsNHWC)

if(${CODECOV_TEST})
add_custom_test(test_conv_igemm_dynamic_small GFX908_DISABLED GFX90A_DISABLED SKIP_XNACK_ON
COMMAND ${DYNAMIC_IMPLICITGEMM_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 32 32 17 17 --weights 32 32 1 7 --pads_strides_dilations 0 3 1 1 1 1 --disable-backward-data --disable-backward-weights --disable-validation
COMMAND ${DYNAMIC_IMPLICITGEMM_WRW_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 64 64 28 28 --weights 32 64 1 1 --pads_strides_dilations 0 0 1 1 1 1 --disable-forward --disable-backward-data --disable-validation
COMMAND ${DYNAMIC_IMPLICITGEMM_BWD_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 64 64 28 28 --weights 16 64 1 1 --pads_strides_dilations 0 0 1 1 1 1 --disable-forward --disable-backward-weights --disable-validation
)
set_tests_properties(test_conv_igemm_dynamic_small PROPERTIES COST 800)
else()
add_custom_test(test_conv_igemm_dynamic_small GFX908_DISABLED GFX90A_DISABLED SKIP_XNACK_ON
COMMAND ${DYNAMIC_IMPLICITGEMM_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 16 16 56 56 --weights 64 16 1 1 --pads_strides_dilations 0 0 1 1 1 1 --disable-backward-data --disable-backward-weights
COMMAND ${DYNAMIC_IMPLICITGEMM_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 16 64 34 34 --weights 64 64 3 3 --pads_strides_dilations 0 0 1 1 1 1 --disable-backward-data --disable-backward-weights
COMMAND ${DYNAMIC_IMPLICITGEMM_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 32 32 17 17 --weights 32 32 1 7 --pads_strides_dilations 0 3 1 1 1 1 --disable-backward-data --disable-backward-weights
COMMAND ${DYNAMIC_IMPLICITGEMM_1X1_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 16 384 8 8 --weights 64 384 1 1 --pads_strides_dilations 0 0 1 1 1 1 --disable-backward-data --disable-backward-weights
COMMAND ${DYNAMIC_IMPLICITGEMM_WRW_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 64 64 28 28 --weights 32 64 1 1 --pads_strides_dilations 0 0 1 1 1 1 --disable-forward --disable-backward-data
COMMAND ${DYNAMIC_IMPLICITGEMM_WRW_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 16 128 36 36 --weights 32 128 1 1 --pads_strides_dilations 0 0 1 1 1 1 --disable-forward --disable-backward-data
COMMAND ${DYNAMIC_IMPLICITGEMM_BWD_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 64 64 28 28 --weights 16 64 1 1 --pads_strides_dilations 0 0 1 1 1 1 --disable-forward --disable-backward-weights
COMMAND ${DYNAMIC_IMPLICITGEMM_BWD_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 16 128 36 36 --weights 32 128 1 1 --pads_strides_dilations 0 0 1 1 1 1 --disable-forward --disable-backward-weights
)
endif() #if CODECOV_TEST

add_custom_test(test_conv_igemm_dynamic SKIP_UNLESS_ALL GFX908_DISABLED GFX90A_DISABLED SKIP_XNACK_ON
COMMAND ${DYNAMIC_IMPLICITGEMM_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 64 64 56 56 --weights 256 64 1 1 --pads_strides_dilations 0 0 1 1 1 1 --disable-backward-data --disable-backward-weights
COMMAND ${DYNAMIC_IMPLICITGEMM_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 64 256 34 34 --weights 256 256 3 3 --pads_strides_dilations 0 0 1 1 1 1 --disable-backward-data --disable-backward-weights
COMMAND ${DYNAMIC_IMPLICITGEMM_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 128 128 35 35 --weights 128 128 3 3 --pads_strides_dilations 0 0 2 2 1 1 --disable-backward-data --disable-backward-weights
COMMAND ${DYNAMIC_IMPLICITGEMM_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 64 1536 8 8 --weights 256 1536 1 1 --pads_strides_dilations 0 0 1 1 1 1 --disable-backward-data --disable-backward-weights
COMMAND ${DYNAMIC_IMPLICITGEMM_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 128 48 7 7 --weights 128 48 5 5 --pads_strides_dilations 2 2 1 1 1 1 --disable-backward-data --disable-backward-weights
COMMAND ${DYNAMIC_IMPLICITGEMM_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 128 128 17 17 --weights 128 128 1 7 --pads_strides_dilations 0 3 1 1 1 1 --disable-backward-data --disable-backward-weights
COMMAND ${DYNAMIC_IMPLICITGEMM_1X1_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 128 256 28 28 --weights 128 256 1 1 --pads_strides_dilations 0 0 1 1 1 1 --disable-backward-data --disable-backward-weights
COMMAND ${DYNAMIC_IMPLICITGEMM_1X1_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 64 1536 8 8 --weights 256 1536 1 1 --pads_strides_dilations 0 0 1 1 1 1 --disable-backward-data --disable-backward-weights
COMMAND ${DYNAMIC_IMPLICITGEMM_1X1_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 128 768 17 17 --weights 128 768 1 1 --pads_strides_dilations 0 0 1 1 1 1 --disable-backward-data --disable-backward-weights
COMMAND ${DYNAMIC_IMPLICITGEMM_WRW_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 64 64 56 56 --weights 256 64 1 1 --pads_strides_dilations 0 0 1 1 1 1 --disable-forward --disable-backward-data
COMMAND ${DYNAMIC_IMPLICITGEMM_WRW_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 32 128 34 34 --weights 64 128 3 3 --pads_strides_dilations 0 0 1 1 1 1 --disable-forward --disable-backward-data
COMMAND ${DYNAMIC_IMPLICITGEMM_WRW_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 128 128 35 35 --weights 128 128 3 3 --pads_strides_dilations 1 1 1 1 1 1 --disable-forward --disable-backward-data
COMMAND ${DYNAMIC_IMPLICITGEMM_WRW_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 128 256 56 56 --weights 64 256 1 1 --pads_strides_dilations 0 0 1 1 1 1 --disable-forward --disable-backward-data
COMMAND ${DYNAMIC_IMPLICITGEMM_WRW_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 64 512 28 28 --weights 256 512 1 1 --pads_strides_dilations 0 0 2 2 1 1 --disable-forward --disable-backward-data
COMMAND ${DYNAMIC_IMPLICITGEMM_WRW_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 64 512 14 14 --weights 256 512 1 1 --pads_strides_dilations 0 0 1 1 1 1 --disable-forward --disable-backward-data
COMMAND ${DYNAMIC_IMPLICITGEMM_BWD_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 64 64 56 56 --weights 256 64 1 1 --pads_strides_dilations 0 0 1 1 1 1 --disable-forward --disable-backward-weights
COMMAND ${DYNAMIC_IMPLICITGEMM_BWD_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 32 128 34 34 --weights 64 128 3 3 --pads_strides_dilations 0 0 1 1 1 1 --disable-forward --disable-backward-weights
COMMAND ${DYNAMIC_IMPLICITGEMM_BWD_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 128 128 35 35 --weights 128 128 3 3 --pads_strides_dilations 1 1 1 1 1 1 --disable-forward --disable-backward-weights
COMMAND ${DYNAMIC_IMPLICITGEMM_BWD_ENVS} $<TARGET_FILE:test_conv2d> --verbose --input 128 256 56 56 --weights 64 256 1 1 --pads_strides_dilations 0 0 1 1 1 1 --disable-forward --disable-backward-weights
)

# gfx90a is disabled due to WORKAROUND_ISSUE_1187
add_custom_test(test_conv_igemm_dynamic_xdlops_bwd SKIP_UNLESS_ALL HALF_ENABLED GFX90A_DISABLED GFX94X_ENABLED GFX900_DISABLED GFX906_DISABLED SKIP_XNACK_ON
COMMAND ${DYNAMIC_IMPLICITGEMM_BWD_ENVS_XDLOPS} $<TARGET_FILE:test_conv2d> ${MIOPEN_TEST_FLOAT_ARG} --verbose --input 64 64 28 28 --weights 16 64 1 1 --pads_strides_dilations 0 0 1 1 1 1 --disable-forward --disable-backward-weights
Expand Down
2 changes: 1 addition & 1 deletion test/gtest/CMakeLists.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -35,7 +35,7 @@ function(add_gtest TEST_NAME)
target_link_libraries(test_${TEST_NAME} gtest_main MIOpen ${Boost_LIBRARIES} hip::host $<BUILD_INTERFACE:roc::rocblas>)
endif()
# Enable CMake to discover the test binary
gtest_discover_tests(test_${TEST_NAME} PROPERTIES ENVIRONMENT "MIOPEN_USER_DB_PATH=${CMAKE_CURRENT_BINARY_DIR};MIOPEN_TEST_ALL=${MIOPEN_TEST_ALL};MIOPEN_TEST_MLIR=${MIOPEN_TEST_MLIR};MIOPEN_TEST_COMPOSABLEKERNEL=${MIOPEN_TEST_COMPOSABLEKERNEL}")
gtest_discover_tests(test_${TEST_NAME} PROPERTIES ENVIRONMENT "MIOPEN_USER_DB_PATH=${CMAKE_CURRENT_BINARY_DIR};MIOPEN_TEST_FLOAT_ARG=${MIOPEN_TEST_FLOAT_ARG};MIOPEN_TEST_ALL=${MIOPEN_TEST_ALL};MIOPEN_TEST_MLIR=${MIOPEN_TEST_MLIR};MIOPEN_TEST_COMPOSABLEKERNEL=${MIOPEN_TEST_COMPOSABLEKERNEL}")

endif()
endfunction()
Expand Down
189 changes: 189 additions & 0 deletions test/gtest/conv_igemm_dynamic.cpp
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Original file line number Diff line number Diff line change
@@ -0,0 +1,189 @@
/*******************************************************************************
*
* MIT License
*
* Copyright (c) 2023 Advanced Micro Devices, Inc.
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all
* copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*
*******************************************************************************/
#include <tuple>

#include <miopen/miopen.h>
#include <gtest/gtest.h>
#include <miopen/miopen.h>
#include "../conv2d.hpp"
#include "get_handle.hpp"

using TestCase = std::tuple<std::vector<std::string>, std::string>;

MIOPEN_DECLARE_ENV_VAR(MIOPEN_TEST_GPU_XNACK_ENABLED)

static bool SkipTest(void) { return miopen::IsEnabled(MIOPEN_TEST_GPU_XNACK_ENABLED{}); }
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void GetArgs(const TestCase& param, std::vector<std::string>& tokens)
{
auto env_vars = std::get<0>(param);
for(auto& elem : env_vars)
{
putenv(elem.data());
}

auto cmd = std::get<1>(param);

std::stringstream ss(cmd);
std::istream_iterator<std::string> begin(ss);
std::istream_iterator<std::string> end;
while(begin != end)
tokens.push_back(*begin++);
}

class Conv2dFloat : public testing::TestWithParam<std::vector<TestCase>>
{
};

void Run2dDriver(miopenDataType_t prec)
{

std::vector<TestCase> params;
switch(prec)
{
case miopenFloat: params = Conv2dFloat::GetParam(); break;
case miopenHalf:
case miopenInt8:
case miopenBFloat16:
case miopenInt8x4:
case miopenInt32:
case miopenDouble:
case miopenFloat8:
case miopenBFloat8:
FAIL() << "miopenHalf, miopenInt8, miopenBFloat16, miopenInt8x4, miopenInt32, "
"miopenDouble, miopenFloat8, miopenBFloat8 "
"data type not supported by conv_igemm_dynamic test";

default: params = Conv2dFloat::GetParam();
}

for(const auto& test_value : params)
{
std::vector<std::string> tokens;
GetArgs(test_value, tokens);
std::vector<const char*> ptrs;

std::transform(tokens.begin(),
tokens.end(),
std::back_inserter(ptrs),
[](const std::string& str) { return str.data(); });

testing::internal::CaptureStderr();
test_drive<conv2d_driver>(ptrs.size(), ptrs.data());
auto capture = testing::internal::GetCapturedStderr();
std::cout << capture;
}
};

bool IsTestSupportedForDevice(const miopen::Handle& handle)
{
std::string devName = handle.GetDeviceName();
if(devName == "gfx900" || devName == "gfx906")
return true;
else
return false;
}

TEST_P(Conv2dFloat, FloatTest)
{
const auto& handle = get_handle();
if(IsTestSupportedForDevice(handle) && !SkipTest())
{
Run2dDriver(miopenFloat);
}
else
{
GTEST_SKIP();
}
};

std::vector<TestCase> GetTestCases(const std::string& precision)
{

std::vector<std::string> env = {
"MIOPEN_FIND_MODE=normal",
"MIOPEN_DEBUG_FIND_ONLY_SOLVER=ConvAsmImplicitGemmV4R1DynamicFwd"};
std::vector<std::string> env_1x1 = {
"MIOPEN_FIND_MODE=normal",
"MIOPEN_DEBUG_FIND_ONLY_SOLVER=ConvAsmImplicitGemmV4R1DynamicFwd_1x1"};
std::vector<std::string> env_wrw = {
"MIOPEN_FIND_MODE=normal",
"MIOPEN_DEBUG_FIND_ONLY_SOLVER=ConvAsmImplicitGemmV4R1DynamicWrw"};
std::vector<std::string> env_bwd = {
"MIOPEN_FIND_MODE=normal",
"MIOPEN_DEBUG_FIND_ONLY_SOLVER=ConvAsmImplicitGemmV4R1DynamicBwd"};

std::string v = " --verbose";
std::string dis_bk_data = " --disable-backward-data";
std::string dis_bk_wei = " --disable-backward-weights";
std::string dis_fwd = " --disable-forward";
std::string dis_vali = " --disable-validation";

const std::vector<TestCase> test_cases = {
// clang-format off
#if CODECOV_TEST
TestCase{env, precision + v + " --input 32 32 17 17 --weights 32 32 1 7 --pads_strides_dilations 0 3 1 1 1 1" + dis_bk_data + dis_bk_wei + dis_vali},
TestCase{env_wrw, precision + v + " --input 64 64 28 28 --weights 32 64 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_data + dis_vali},
TestCase{env_bwd, precision + v + " --input 64 64 28 28 --weights 16 64 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_wei + dis_vali},
#else
TestCase{env, precision + v + " --input 16 16 56 56 --weights 64 16 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_bk_data + dis_bk_wei},
TestCase{env, precision + v + " --input 16 64 34 34 --weights 64 64 3 3 --pads_strides_dilations 0 0 1 1 1 1" + dis_bk_data + dis_bk_wei},
TestCase{env, precision + v + " --input 32 32 17 17 --weights 32 32 1 7 --pads_strides_dilations 0 3 1 1 1 1" + dis_bk_data + dis_bk_wei},
TestCase{env_1x1, precision + v + " --input 16 384 8 8 --weights 64 384 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_bk_data + dis_bk_wei},
TestCase{env_wrw, precision + v + " --input 64 64 28 28 --weights 32 64 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_data},
TestCase{env_wrw, precision + v + " --input 16 128 36 36 --weights 32 128 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_data},
TestCase{env_bwd, precision + v + " --input 64 64 28 28 --weights 16 64 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_wei},
TestCase{env_bwd, precision + v + " --input 16 128 36 36 --weights 32 128 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_wei},
#endif

#if MIOPEN_TEST_ALL
//SKIP_UNLESS_ALL
TestCase{env, precision + v + " --input 64 64 56 56 --weights 256 64 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_bk_data + dis_bk_wei},
TestCase{env, precision + v + " --input 64 256 34 34 --weights 256 256 3 3 --pads_strides_dilations 0 0 1 1 1 1" + dis_bk_data + dis_bk_wei},
TestCase{env, precision + v + " --input 128 128 35 35 --weights 128 128 3 3 --pads_strides_dilations 0 0 2 2 1 1" + dis_bk_data + dis_bk_wei},
TestCase{env, precision + v + " --input 64 1536 8 8 --weights 256 1536 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_bk_data + dis_bk_wei},
TestCase{env, precision + v + " --input 128 48 7 7 --weights 128 48 5 5 --pads_strides_dilations 2 2 1 1 1 1" + dis_bk_data + dis_bk_wei},
TestCase{env, precision + v + " --input 128 128 17 17 --weights 128 128 1 7 --pads_strides_dilations 0 3 1 1 1 1" + dis_bk_data + dis_bk_wei},
TestCase{env_1x1, precision + v + " --input 128 256 28 28 --weights 128 256 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_bk_data + dis_bk_wei},
TestCase{env_1x1, precision + v + " --input 64 1536 8 8 --weights 256 1536 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_bk_data + dis_bk_wei},
TestCase{env_1x1, precision + v + " --input 128 768 17 17 --weights 128 768 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_bk_data + dis_bk_wei},
TestCase{env_wrw, precision + v + " --input 64 64 56 56 --weights 256 64 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_data},
TestCase{env_wrw, precision + v + " --input 32 128 34 34 --weights 64 128 3 3 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_data},
TestCase{env_wrw, precision + v + " --input 128 128 35 35 --weights 128 128 3 3 --pads_strides_dilations 1 1 1 1 1 1" + dis_fwd + dis_bk_data},
TestCase{env_wrw, precision + v + " --input 128 256 56 56 --weights 64 256 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_data},
TestCase{env_wrw, precision + v + " --input 64 512 28 28 --weights 256 512 1 1 --pads_strides_dilations 0 0 2 2 1 1" + dis_fwd + dis_bk_data},
TestCase{env_wrw, precision + v + " --input 64 512 14 14 --weights 256 512 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_data},
TestCase{env_bwd, precision + v + " --input 64 64 56 56 --weights 256 64 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_wei},
TestCase{env_bwd, precision + v + " --input 32 128 34 34 --weights 64 128 3 3 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_wei},
TestCase{env_bwd, precision + v + " --input 128 128 35 35 --weights 128 128 3 3 --pads_strides_dilations 1 1 1 1 1 1" + dis_fwd + dis_bk_wei},
TestCase{env_bwd, precision + v + " --input 128 256 56 56 --weights 64 256 1 1 --pads_strides_dilations 0 0 1 1 1 1" + dis_fwd + dis_bk_wei}
#endif
// clang-format on
};
return test_cases;
}

INSTANTIATE_TEST_SUITE_P(ConvIgemmDynamic, Conv2dFloat, testing::Values(GetTestCases("--float")));