Merge commit 'b7403809062654e6a0e54abc2623d3f8f9fd0288' into develop

This commit is contained in:
assistant-librarian[bot]
2025-09-05 15:12:51 +00:00
parent 442b4a25f1
commit a206812f51
112 changed files with 7877 additions and 715 deletions

View File

@@ -1,19 +1,71 @@
add_gtest_executable(test_gemm_add test_gemm_add_xdl.hpp)
# Implements test instances for MultipleD with xdl and wmma support.
add_gtest_executable(test_gemm_add_xdl test_gemm_add_xdl.cpp)
if(result EQUAL 0)
target_link_libraries(test_gemm_add PRIVATE utility device_gemm_add_instance)
target_link_libraries(test_gemm_add_xdl PRIVATE utility device_gemm_add_instance)
endif()
add_gtest_executable(test_gemm_add_relu test_gemm_add_relu_xdl.cpp)
add_gtest_executable(test_gemm_add_relu_xdl test_gemm_add_relu_xdl.cpp)
if(result EQUAL 0)
target_link_libraries(test_gemm_add_relu PRIVATE utility device_gemm_add_instance device_gemm_add_relu_instance)
target_link_libraries(test_gemm_add_relu_xdl PRIVATE utility device_gemm_add_instance device_gemm_add_relu_instance)
endif()
add_gtest_executable(test_gemm_add_silu test_gemm_add_silu_xdl.cpp)
add_gtest_executable(test_gemm_add_silu_xdl test_gemm_add_silu_xdl.cpp)
if(result EQUAL 0)
target_link_libraries(test_gemm_add_silu PRIVATE utility device_gemm_add_instance device_gemm_add_silu_instance)
target_link_libraries(test_gemm_add_silu_xdl PRIVATE utility device_gemm_add_instance device_gemm_add_silu_instance)
endif()
add_gtest_executable(test_gemm_add_fastgelu test_gemm_add_fastgelu_xdl.cpp)
add_gtest_executable(test_gemm_add_silu_wmma test_gemm_add_silu_wmma.cpp)
if(result EQUAL 0)
target_link_libraries(test_gemm_add_fastgelu PRIVATE utility device_gemm_add_instance device_gemm_add_fastgelu_instance)
target_link_libraries(test_gemm_add_silu_wmma PRIVATE utility device_gemm_add_instance device_gemm_add_silu_instance)
endif()
add_gtest_executable(test_gemm_add_fastgelu_xdl test_gemm_add_fastgelu_xdl.cpp)
if(result EQUAL 0)
target_link_libraries(test_gemm_add_fastgelu_xdl PRIVATE utility device_gemm_add_instance device_gemm_add_fastgelu_instance)
endif()
add_gtest_executable(test_gemm_fastgelu_wmma test_gemm_fastgelu_wmma.cpp)
if(result EQUAL 0)
target_link_libraries(test_gemm_fastgelu_wmma PRIVATE utility device_gemm_fastgelu_instance)
endif()
add_gtest_executable(test_gemm_add_fastgelu_wmma test_gemm_add_fastgelu_wmma.cpp)
if(result EQUAL 0)
target_link_libraries(test_gemm_add_fastgelu_wmma PRIVATE utility device_gemm_add_fastgelu_instance)
endif()
add_gtest_executable(test_gemm_add_wmma test_gemm_add_wmma.cpp)
if(result EQUAL 0)
target_link_libraries(test_gemm_add_wmma PRIVATE utility device_gemm_add_instance)
endif()
add_gtest_executable(test_gemm_add_add_fastgelu_wmma test_gemm_add_add_fastgelu_wmma.cpp)
if(result EQUAL 0)
target_link_libraries(test_gemm_add_add_fastgelu_wmma PRIVATE utility device_gemm_add_add_fastgelu_instance)
endif()
add_gtest_executable(test_gemm_multiply_multiply_wmma test_gemm_multiply_multiply_wmma.cpp)
if(result EQUAL 0)
target_link_libraries(test_gemm_multiply_multiply_wmma PRIVATE utility device_gemm_multiply_multiply_instance)
endif()
add_gtest_executable(test_gemm_add_multiply_wmma test_gemm_add_multiply_wmma.cpp)
if(result EQUAL 0)
target_link_libraries(test_gemm_add_multiply_wmma PRIVATE utility device_gemm_add_multiply_instance)
endif()
add_gtest_executable(test_gemm_multiply_add_wmma test_gemm_multiply_add_wmma.cpp)
if(result EQUAL 0)
target_link_libraries(test_gemm_multiply_add_wmma PRIVATE utility device_gemm_multiply_add_instance)
endif()
add_gtest_executable(test_gemm_bilinear_wmma test_gemm_bilinear_wmma.cpp)
if(result EQUAL 0)
target_link_libraries(test_gemm_bilinear_wmma PRIVATE utility device_gemm_bilinear_instance)
endif()
add_gtest_executable(test_gemm_add_relu_wmma test_gemm_add_relu_wmma.cpp)
if(result EQUAL 0)
target_link_libraries(test_gemm_add_relu_wmma PRIVATE utility device_gemm_add_relu_instance)
endif()

View File

@@ -0,0 +1,39 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2024-2025, Advanced Micro Devices, Inc. All rights reserved.
#include "gtest/gtest.h"
#include "ck/ck.hpp"
#include "profiler/profile_gemm_add_add_fastgelu_impl.hpp"
#include "test_gemm_common.hpp"
template <typename Tuple>
class TestGemmAddAddFastgelu : public TestGemmD0D1Common<Tuple>
{
using ProfileCall = typename TestGemmD0D1Common<Tuple>::ProfileCall;
public:
ProfileCall GetImpl() override
{
return ck::profiler::profile_gemm_add_add_fastgelu_impl<
typename TestGemmD0D1Common<Tuple>::ADataType,
typename TestGemmD0D1Common<Tuple>::BDataType,
typename TestGemmD0D1Common<Tuple>::AccDataType,
typename TestGemmD0D1Common<Tuple>::D0DataType,
typename TestGemmD0D1Common<Tuple>::D1DataType,
typename TestGemmD0D1Common<Tuple>::EDataType,
typename TestGemmD0D1Common<Tuple>::ALayout,
typename TestGemmD0D1Common<Tuple>::BLayout,
typename TestGemmD0D1Common<Tuple>::D0Layout,
typename TestGemmD0D1Common<Tuple>::D1Layout,
typename TestGemmD0D1Common<Tuple>::ELayout>;
}
};
using KernelTypes =
::testing::Types<std::tuple<F16, F16, F32, F16, F16, F16, Row, Row, Row, Row, Row>,
std::tuple<F16, F16, F32, F16, F16, F16, Row, Col, Row, Row, Row>,
std::tuple<F16, F16, F32, F16, F16, F16, Col, Row, Row, Row, Row>,
std::tuple<F16, F16, F32, F16, F16, F16, Col, Col, Row, Row, Row>>;
TYPED_TEST_SUITE(TestGemmAddAddFastgelu, KernelTypes);
TYPED_TEST(TestGemmAddAddFastgelu, Test_FP16FP16) { this->Run(); }

View File

@@ -0,0 +1,35 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2024-2025, Advanced Micro Devices, Inc. All rights reserved.
#include "gtest/gtest.h"
#include "ck/ck.hpp"
#include "profiler/profile_gemm_add_fastgelu_impl.hpp"
#include "test_gemm_common.hpp"
template <typename Tuple>
class TestGemmAddFastgelu : public TestGemmD0Common<Tuple>
{
using ProfileCall = typename TestGemmD0Common<Tuple>::ProfileCall;
ProfileCall GetImpl() override
{
return ck::profiler::profile_gemm_add_fastgelu_impl<
typename TestGemmD0Common<Tuple>::ADataType,
typename TestGemmD0Common<Tuple>::BDataType,
typename TestGemmD0Common<Tuple>::AccDataType,
typename TestGemmD0Common<Tuple>::D0DataType,
typename TestGemmD0Common<Tuple>::EDataType,
typename TestGemmD0Common<Tuple>::ALayout,
typename TestGemmD0Common<Tuple>::BLayout,
typename TestGemmD0Common<Tuple>::D0Layout,
typename TestGemmD0Common<Tuple>::ELayout>;
}
};
using KernelTypes = ::testing::Types<std::tuple<F16, F16, F32, F16, F16, Row, Row, Row, Row>,
std::tuple<F16, F16, F32, F16, F16, Row, Col, Row, Row>,
std::tuple<F16, F16, F32, F16, F16, Col, Row, Row, Row>,
std::tuple<F16, F16, F32, F16, F16, Col, Col, Row, Row>>;
TYPED_TEST_SUITE(TestGemmAddFastgelu, KernelTypes);
TYPED_TEST(TestGemmAddFastgelu, Test_FP16FP16) { this->Run(); }

View File

@@ -1,37 +1,29 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
// Copyright (c) 2024-2025, Advanced Micro Devices, Inc. All rights reserved.
#include "gtest/gtest.h"
#include "ck/ck.hpp"
#include "profiler/profile_gemm_add_fastgelu_impl.hpp"
#include "test_gemm_add_xdl.hpp"
#include "test_gemm_common.hpp"
template <typename Tuple>
class TestGemmAddFastgelu : public TestGemmAdd<Tuple>
class TestGemmAddFastgelu : public TestGemmD0Common<Tuple>
{
private:
using ADataType = std::tuple_element_t<0, Tuple>;
using BDataType = std::tuple_element_t<1, Tuple>;
using AccDataType = std::tuple_element_t<2, Tuple>;
using D0DataType = std::tuple_element_t<3, Tuple>;
using EDataType = std::tuple_element_t<4, Tuple>;
using ALayout = std::tuple_element_t<5, Tuple>;
using BLayout = std::tuple_element_t<6, Tuple>;
using D0Layout = std::tuple_element_t<7, Tuple>;
using ELayout = std::tuple_element_t<8, Tuple>;
using ProfileCall = typename TestGemmD0Common<Tuple>::ProfileCall;
constexpr static auto ProfileGemmAddFastgeluImpl =
ck::profiler::profile_gemm_add_fastgelu_impl<ADataType,
BDataType,
AccDataType,
D0DataType,
EDataType,
ALayout,
BLayout,
D0Layout,
ELayout>;
decltype(ProfileGemmAddFastgeluImpl) GetImpl() override { return ProfileGemmAddFastgeluImpl; }
ProfileCall GetImpl() override
{
return ck::profiler::profile_gemm_add_fastgelu_impl<
typename TestGemmD0Common<Tuple>::ADataType,
typename TestGemmD0Common<Tuple>::BDataType,
typename TestGemmD0Common<Tuple>::AccDataType,
typename TestGemmD0Common<Tuple>::D0DataType,
typename TestGemmD0Common<Tuple>::EDataType,
typename TestGemmD0Common<Tuple>::ALayout,
typename TestGemmD0Common<Tuple>::BLayout,
typename TestGemmD0Common<Tuple>::D0Layout,
typename TestGemmD0Common<Tuple>::ELayout>;
}
};
using KernelTypes = ::testing::Types<std::tuple<F16, I8, F32, F16, F16, Row, Row, Row, Row>,

View File

@@ -0,0 +1,39 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2025, Advanced Micro Devices, Inc. All rights reserved.
#include "gtest/gtest.h"
#include "ck/ck.hpp"
#include "test_gemm_common.hpp"
#include "profiler/profile_gemm_add_multiply_impl.hpp"
template <typename Tuple>
class TestGemmAddMultiply : public TestGemmD0D1Common<Tuple>
{
using ProfileCall = typename TestGemmD0D1Common<Tuple>::ProfileCall;
ProfileCall GetImpl() override
{
return ck::profiler::profile_gemm_add_multiply_impl<
typename TestGemmD0D1Common<Tuple>::ADataType,
typename TestGemmD0D1Common<Tuple>::BDataType,
typename TestGemmD0D1Common<Tuple>::AccDataType,
typename TestGemmD0D1Common<Tuple>::D0DataType,
typename TestGemmD0D1Common<Tuple>::D1DataType,
typename TestGemmD0D1Common<Tuple>::EDataType,
typename TestGemmD0D1Common<Tuple>::ALayout,
typename TestGemmD0D1Common<Tuple>::BLayout,
typename TestGemmD0D1Common<Tuple>::D0Layout,
typename TestGemmD0D1Common<Tuple>::D1Layout,
typename TestGemmD0D1Common<Tuple>::ELayout>;
}
};
using KernelTypes =
::testing::Types<std::tuple<F16, F16, F32, F16, F16, F16, Row, Col, Row, Row, Row>,
std::tuple<F16, F16, F32, F16, F16, F16, Row, Row, Row, Row, Row>,
std::tuple<F16, F16, F32, F16, F16, F16, Col, Col, Row, Row, Row>,
std::tuple<F16, F16, F32, F16, F16, F16, Col, Row, Row, Row, Row>>;
TYPED_TEST_SUITE(TestGemmAddMultiply, KernelTypes);
// Due to F16 shuffle data type tests has to run with limited K size. Change instances to FP32?
TYPED_TEST(TestGemmAddMultiply, Test) { this->Run({{16, 32, 64}, {2048, 1024, 256}}); }

View File

@@ -0,0 +1,33 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2025, Advanced Micro Devices, Inc. All rights reserved.
#include "gtest/gtest.h"
#include "ck/ck.hpp"
#include "profiler/profile_gemm_add_relu_impl.hpp"
#include "test_gemm_common.hpp"
template <typename Tuple>
class TestGemmAddRelu : public TestGemmD0Common<Tuple>
{
using ProfileCall = typename TestGemmD0Common<Tuple>::ProfileCall;
ProfileCall GetImpl() override
{
return ck::profiler::profile_gemm_add_relu_impl<
typename TestGemmD0Common<Tuple>::ADataType,
typename TestGemmD0Common<Tuple>::BDataType,
typename TestGemmD0Common<Tuple>::AccDataType,
typename TestGemmD0Common<Tuple>::D0DataType,
typename TestGemmD0Common<Tuple>::EDataType,
typename TestGemmD0Common<Tuple>::ALayout,
typename TestGemmD0Common<Tuple>::BLayout,
typename TestGemmD0Common<Tuple>::D0Layout,
typename TestGemmD0Common<Tuple>::ELayout>;
}
};
using KernelTypes = ::testing::Types<std::tuple<F16, F16, F32, F16, F16, Row, Row, Row, Row>,
std::tuple<BF16, BF16, F32, BF16, BF16, Row, Row, Row, Row>>;
TYPED_TEST_SUITE(TestGemmAddRelu, KernelTypes);
TYPED_TEST(TestGemmAddRelu, Test_BF16FP16) { this->Run(); }

View File

@@ -1,37 +1,29 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
// Copyright (c) 2024-2025, Advanced Micro Devices, Inc. All rights reserved.
#include "gtest/gtest.h"
#include "ck/ck.hpp"
#include "profiler/profile_gemm_add_relu_impl.hpp"
#include "test_gemm_add_xdl.hpp"
#include "test_gemm_common.hpp"
template <typename Tuple>
class TestGemmAddRelu : public TestGemmAdd<Tuple>
class TestGemmAddRelu : public TestGemmD0Common<Tuple>
{
private:
using ADataType = std::tuple_element_t<0, Tuple>;
using BDataType = std::tuple_element_t<1, Tuple>;
using AccDataType = std::tuple_element_t<2, Tuple>;
using D0DataType = std::tuple_element_t<3, Tuple>;
using EDataType = std::tuple_element_t<4, Tuple>;
using ALayout = std::tuple_element_t<5, Tuple>;
using BLayout = std::tuple_element_t<6, Tuple>;
using D0Layout = std::tuple_element_t<7, Tuple>;
using ELayout = std::tuple_element_t<8, Tuple>;
using ProfileCall = typename TestGemmD0Common<Tuple>::ProfileCall;
constexpr static auto ProfileGemmAddReluImpl =
ck::profiler::profile_gemm_add_relu_impl<ADataType,
BDataType,
AccDataType,
D0DataType,
EDataType,
ALayout,
BLayout,
D0Layout,
ELayout>;
decltype(ProfileGemmAddReluImpl) GetImpl() override { return ProfileGemmAddReluImpl; }
ProfileCall GetImpl() override
{
return ck::profiler::profile_gemm_add_relu_impl<
typename TestGemmD0Common<Tuple>::ADataType,
typename TestGemmD0Common<Tuple>::BDataType,
typename TestGemmD0Common<Tuple>::AccDataType,
typename TestGemmD0Common<Tuple>::D0DataType,
typename TestGemmD0Common<Tuple>::EDataType,
typename TestGemmD0Common<Tuple>::ALayout,
typename TestGemmD0Common<Tuple>::BLayout,
typename TestGemmD0Common<Tuple>::D0Layout,
typename TestGemmD0Common<Tuple>::ELayout>;
}
};
using KernelTypes = ::testing::Types<std::tuple<F16, I8, F32, F16, F16, Row, Row, Row, Row>,

View File

@@ -0,0 +1,34 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2025, Advanced Micro Devices, Inc. All rights reserved.
#include "gtest/gtest.h"
#include "ck/ck.hpp"
#include "profiler/profile_gemm_add_silu_impl.hpp"
#include "test_gemm_common.hpp"
template <typename Tuple>
class TestGemmAddSilu : public TestGemmD0Common<Tuple>
{
using ProfileCall = typename TestGemmD0Common<Tuple>::ProfileCall;
ProfileCall GetImpl() override
{
return ck::profiler::profile_gemm_add_silu_impl<
typename TestGemmD0Common<Tuple>::ADataType,
typename TestGemmD0Common<Tuple>::BDataType,
typename TestGemmD0Common<Tuple>::AccDataType,
typename TestGemmD0Common<Tuple>::D0DataType,
typename TestGemmD0Common<Tuple>::EDataType,
typename TestGemmD0Common<Tuple>::ALayout,
typename TestGemmD0Common<Tuple>::BLayout,
typename TestGemmD0Common<Tuple>::D0Layout,
typename TestGemmD0Common<Tuple>::ELayout>;
}
};
using KernelTypes = ::testing::Types<std::tuple<F16, F16, F32, F16, F16, Row, Row, Row, Row>,
std::tuple<BF16, BF16, F32, BF16, BF16, Row, Row, Row, Row>>;
TYPED_TEST_SUITE(TestGemmAddSilu, KernelTypes);
TYPED_TEST(TestGemmAddSilu, Test_BF16FP16_BF16FP16) { this->Run(); }

View File

@@ -1,37 +1,29 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
// Copyright (c) 2024-2025, Advanced Micro Devices, Inc. All rights reserved.
#include "gtest/gtest.h"
#include "ck/ck.hpp"
#include "profiler/profile_gemm_add_silu_impl.hpp"
#include "test_gemm_add_xdl.hpp"
#include "test_gemm_common.hpp"
template <typename Tuple>
class TestGemmAddSilu : public TestGemmAdd<Tuple>
class TestGemmAddSilu : public TestGemmD0Common<Tuple>
{
private:
using ADataType = std::tuple_element_t<0, Tuple>;
using BDataType = std::tuple_element_t<1, Tuple>;
using AccDataType = std::tuple_element_t<2, Tuple>;
using D0DataType = std::tuple_element_t<3, Tuple>;
using EDataType = std::tuple_element_t<4, Tuple>;
using ALayout = std::tuple_element_t<5, Tuple>;
using BLayout = std::tuple_element_t<6, Tuple>;
using D0Layout = std::tuple_element_t<7, Tuple>;
using ELayout = std::tuple_element_t<8, Tuple>;
using ProfileCall = typename TestGemmD0Common<Tuple>::ProfileCall;
constexpr static auto ProfileGemmAddSiluImpl =
ck::profiler::profile_gemm_add_silu_impl<ADataType,
BDataType,
AccDataType,
D0DataType,
EDataType,
ALayout,
BLayout,
D0Layout,
ELayout>;
decltype(ProfileGemmAddSiluImpl) GetImpl() override { return ProfileGemmAddSiluImpl; }
ProfileCall GetImpl() override
{
return ck::profiler::profile_gemm_add_silu_impl<
typename TestGemmD0Common<Tuple>::ADataType,
typename TestGemmD0Common<Tuple>::BDataType,
typename TestGemmD0Common<Tuple>::AccDataType,
typename TestGemmD0Common<Tuple>::D0DataType,
typename TestGemmD0Common<Tuple>::EDataType,
typename TestGemmD0Common<Tuple>::ALayout,
typename TestGemmD0Common<Tuple>::BLayout,
typename TestGemmD0Common<Tuple>::D0Layout,
typename TestGemmD0Common<Tuple>::ELayout>;
}
};
using KernelTypes = ::testing::Types<std::tuple<F16, I8, F32, F16, F16, Row, Row, Row, Row>,

View File

@@ -0,0 +1,32 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2025, Advanced Micro Devices, Inc. All rights reserved.
#include "gtest/gtest.h"
#include "ck/ck.hpp"
#include "profiler/profile_gemm_add_impl.hpp"
#include "test_gemm_common.hpp"
template <typename Tuple>
class TestGemmAdd : public TestGemmD0Common<Tuple>
{
using ProfileCall = typename TestGemmD0Common<Tuple>::ProfileCall;
ProfileCall GetImpl() override
{
return ck::profiler::profile_gemm_add_impl<typename TestGemmD0Common<Tuple>::ADataType,
typename TestGemmD0Common<Tuple>::BDataType,
typename TestGemmD0Common<Tuple>::AccDataType,
typename TestGemmD0Common<Tuple>::D0DataType,
typename TestGemmD0Common<Tuple>::EDataType,
typename TestGemmD0Common<Tuple>::ALayout,
typename TestGemmD0Common<Tuple>::BLayout,
typename TestGemmD0Common<Tuple>::D0Layout,
typename TestGemmD0Common<Tuple>::ELayout>;
}
};
using KernelTypes = ::testing::Types<std::tuple<F16, F16, F32, F16, F16, Row, Row, Row, Row>,
std::tuple<BF16, BF16, F32, BF16, BF16, Row, Row, Row, Row>>;
TYPED_TEST_SUITE(TestGemmAdd, KernelTypes);
TYPED_TEST(TestGemmAdd, Test_BF16FP16) { this->Run(); }

View File

@@ -0,0 +1,32 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2024-2025, Advanced Micro Devices, Inc. All rights reserved.
#include "gtest/gtest.h"
#include "ck/ck.hpp"
#include "profiler/profile_gemm_add_impl.hpp"
#include "test_gemm_common.hpp"
template <typename Tuple>
class TestGemmAdd : public TestGemmD0Common<Tuple>
{
using ProfileCall = typename TestGemmD0Common<Tuple>::ProfileCall;
ProfileCall GetImpl() override
{
return ck::profiler::profile_gemm_add_impl<typename TestGemmD0Common<Tuple>::ADataType,
typename TestGemmD0Common<Tuple>::BDataType,
typename TestGemmD0Common<Tuple>::AccDataType,
typename TestGemmD0Common<Tuple>::D0DataType,
typename TestGemmD0Common<Tuple>::EDataType,
typename TestGemmD0Common<Tuple>::ALayout,
typename TestGemmD0Common<Tuple>::BLayout,
typename TestGemmD0Common<Tuple>::D0Layout,
typename TestGemmD0Common<Tuple>::ELayout>;
}
};
using KernelTypes = ::testing::Types<std::tuple<F16, I8, F32, F16, F16, Row, Row, Row, Row>,
std::tuple<BF16, I8, F32, BF16, BF16, Row, Row, Row, Row>>;
TYPED_TEST_SUITE(TestGemmAdd, KernelTypes);
TYPED_TEST(TestGemmAdd, Test_BF16FP16_INT8) { this->Run(); }

View File

@@ -1,72 +0,0 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
#include "gtest/gtest.h"
#include "ck/ck.hpp"
#include "profiler/profile_gemm_add_impl.hpp"
using Row = ck::tensor_layout::gemm::RowMajor;
using Col = ck::tensor_layout::gemm::ColumnMajor;
using I8 = int8_t;
using BF16 = ck::bhalf_t;
using F16 = ck::half_t;
using F32 = float;
template <typename Tuple>
class TestGemmAdd : public ::testing::Test
{
protected:
using ADataType = std::tuple_element_t<0, Tuple>;
using BDataType = std::tuple_element_t<1, Tuple>;
using AccDataType = std::tuple_element_t<2, Tuple>;
using D0DataType = std::tuple_element_t<3, Tuple>;
using EDataType = std::tuple_element_t<4, Tuple>;
using ALayout = std::tuple_element_t<5, Tuple>;
using BLayout = std::tuple_element_t<6, Tuple>;
using D0Layout = std::tuple_element_t<7, Tuple>;
using ELayout = std::tuple_element_t<8, Tuple>;
constexpr static auto ProfileGemmAddImpl = ck::profiler::profile_gemm_add_impl<ADataType,
BDataType,
AccDataType,
D0DataType,
EDataType,
ALayout,
BLayout,
D0Layout,
ELayout>;
virtual decltype(ProfileGemmAddImpl) GetImpl() { return ProfileGemmAddImpl; }
void Run()
{
std::vector<std::vector<ck::index_t>> lengths = {
{16, 32, 64}, {2048, 4096, 8192}, {2048, 1024, 16}};
bool all_success = true;
for(auto length : lengths)
{
int M = length[0];
int N = length[1];
int K = length[2];
int StrideA = ck::is_same_v<ALayout, Row> ? K : M;
int StrideB = ck::is_same_v<BLayout, Row> ? N : K;
int StrideD0 = ck::is_same_v<D0Layout, Row> ? N : M;
int StrideE = ck::is_same_v<ELayout, Row> ? N : M;
all_success =
all_success &
GetImpl()(true, 1, false, false, M, N, K, StrideA, StrideB, StrideD0, StrideE);
}
EXPECT_TRUE(all_success);
}
};
using KernelTypes = ::testing::Types<std::tuple<F16, I8, F32, F16, F16, Row, Row, Row, Row>,
std::tuple<BF16, I8, F32, BF16, BF16, Row, Row, Row, Row>>;
TYPED_TEST_SUITE(TestGemmAdd, KernelTypes);
TYPED_TEST(TestGemmAdd, Test_BF16FP16_INT8) { this->Run(); }

View File

@@ -0,0 +1,69 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2025, Advanced Micro Devices, Inc. All rights reserved.
#include "gtest/gtest.h"
#include "ck/ck.hpp"
#include "profiler/profile_gemm_bilinear_impl.hpp"
#include "test_gemm_common.hpp"
template <typename Tuple>
class TestGemmBilinear : public ::testing::Test
{
private:
using ADataType = std::tuple_element_t<0, Tuple>;
using BDataType = std::tuple_element_t<1, Tuple>;
using AccDataType = std::tuple_element_t<2, Tuple>;
using D0DataType = std::tuple_element_t<3, Tuple>;
using EDataType = std::tuple_element_t<4, Tuple>;
using ALayout = std::tuple_element_t<5, Tuple>;
using BLayout = std::tuple_element_t<6, Tuple>;
using D0Layout = std::tuple_element_t<7, Tuple>;
using ELayout = std::tuple_element_t<8, Tuple>;
constexpr static auto ProfileGemmBilinearImpl =
ck::profiler::profile_gemm_bilinear_impl<ADataType,
BDataType,
AccDataType,
D0DataType,
EDataType,
ALayout,
BLayout,
D0Layout,
ELayout>;
public:
void Run(TestMatrixSizes const& lengths)
{
bool all_success = true;
for(auto length : lengths)
{
int M = length[0];
int N = length[1];
int K = length[2];
int StrideA = ck::is_same_v<ALayout, Row> ? K : M;
int StrideB = ck::is_same_v<BLayout, Row> ? N : K;
int StrideD0 = ck::is_same_v<D0Layout, Row> ? N : M;
int StrideE = ck::is_same_v<ELayout, Row> ? N : M;
all_success =
all_success &
ProfileGemmBilinearImpl(
1, 1, false, true, M, N, K, StrideA, StrideB, StrideD0, StrideE, 1.F, 1.F);
}
EXPECT_TRUE(all_success);
}
};
using KernelTypes = ::testing::Types<std::tuple<F16, F16, F32, F16, F16, Row, Row, Row, Row>,
std::tuple<F16, F16, F32, F16, F16, Row, Col, Row, Row>,
std::tuple<F16, F16, F32, F16, F16, Col, Row, Row, Row>,
std::tuple<F16, F16, F32, F16, F16, Col, Col, Row, Row>,
std::tuple<I8, I8, I32, I8, I8, Row, Row, Row, Row>,
std::tuple<I8, I8, I32, I8, I8, Row, Col, Row, Row>,
std::tuple<I8, I8, I32, I8, I8, Col, Row, Row, Row>,
std::tuple<I8, I8, I32, I8, I8, Col, Col, Row, Row>>;
TYPED_TEST_SUITE(TestGemmBilinear, KernelTypes);
TYPED_TEST(TestGemmBilinear, Test) { this->Run(DefaultTestMatrixSizes); }

View File

@@ -0,0 +1,146 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2025, Advanced Micro Devices, Inc. All rights reserved.
#include "gtest/gtest.h"
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/utility/data_type.hpp"
using Row = ck::tensor_layout::gemm::RowMajor;
using Col = ck::tensor_layout::gemm::ColumnMajor;
using I8 = int8_t;
using I32 = int32_t;
using BF16 = ck::bhalf_t;
using F16 = ck::half_t;
using F32 = float;
using F8 = ck::f8_t;
// M, N, K
using TestMatrixSizes = std::vector<std::vector<ck::index_t>>;
static const TestMatrixSizes DefaultTestMatrixSizes = {
{16, 32, 64}, {512, 2048, 4096}, {2048, 1024, 16}};
template <typename Tuple>
class TestGemmCommon : public ::testing::Test
{
protected:
using ADataType = std::tuple_element_t<0, Tuple>;
using BDataType = std::tuple_element_t<1, Tuple>;
using AccDataType = std::tuple_element_t<2, Tuple>;
using EDataType = std::tuple_element_t<3, Tuple>;
using ALayout = std::tuple_element_t<4, Tuple>;
using BLayout = std::tuple_element_t<5, Tuple>;
using ELayout = std::tuple_element_t<6, Tuple>;
using ProfileCall = bool (*const)(int, int, bool, bool, int, int, int, int, int, int);
virtual ProfileCall GetImpl() = 0;
void Run(const TestMatrixSizes& lengths = DefaultTestMatrixSizes)
{
bool all_success = true;
for(auto length : lengths)
{
int M = length[0];
int N = length[1];
int K = length[2];
int StrideA = ck::is_same_v<ALayout, Row> ? K : M;
int StrideB = ck::is_same_v<BLayout, Row> ? N : K;
int StrideE = ck::is_same_v<ELayout, Row> ? N : M;
all_success =
all_success & GetImpl()(1, 1, false, true, M, N, K, StrideA, StrideB, StrideE);
}
EXPECT_TRUE(all_success);
}
};
template <typename Tuple>
class TestGemmD0Common : public ::testing::Test
{
protected:
using ADataType = std::tuple_element_t<0, Tuple>;
using BDataType = std::tuple_element_t<1, Tuple>;
using AccDataType = std::tuple_element_t<2, Tuple>;
using D0DataType = std::tuple_element_t<3, Tuple>;
using EDataType = std::tuple_element_t<4, Tuple>;
using ALayout = std::tuple_element_t<5, Tuple>;
using BLayout = std::tuple_element_t<6, Tuple>;
using D0Layout = std::tuple_element_t<7, Tuple>;
using ELayout = std::tuple_element_t<8, Tuple>;
using ProfileCall = bool (*const)(int, int, bool, bool, int, int, int, int, int, int, int);
virtual ProfileCall GetImpl() = 0;
void Run(const TestMatrixSizes& lengths = DefaultTestMatrixSizes)
{
bool all_success = true;
for(auto length : lengths)
{
int M = length[0];
int N = length[1];
int K = length[2];
int StrideA = ck::is_same_v<ALayout, Row> ? K : M;
int StrideB = ck::is_same_v<BLayout, Row> ? N : K;
int StrideD0 = ck::is_same_v<D0Layout, Row> ? N : M;
int StrideE = ck::is_same_v<ELayout, Row> ? N : M;
all_success =
all_success &
GetImpl()(1, 1, false, true, M, N, K, StrideA, StrideB, StrideD0, StrideE);
}
EXPECT_TRUE(all_success);
}
};
template <typename Tuple>
class TestGemmD0D1Common : public ::testing::Test
{
protected:
using ADataType = std::tuple_element_t<0, Tuple>;
using BDataType = std::tuple_element_t<1, Tuple>;
using AccDataType = std::tuple_element_t<2, Tuple>;
using D0DataType = std::tuple_element_t<3, Tuple>;
using D1DataType = std::tuple_element_t<4, Tuple>;
using EDataType = std::tuple_element_t<5, Tuple>;
using ALayout = std::tuple_element_t<6, Tuple>;
using BLayout = std::tuple_element_t<7, Tuple>;
using D0Layout = std::tuple_element_t<8, Tuple>;
using D1Layout = std::tuple_element_t<9, Tuple>;
using ELayout = std::tuple_element_t<10, Tuple>;
using ProfileCall = bool (*const)(int, int, bool, bool, int, int, int, int, int, int, int, int);
virtual ProfileCall GetImpl() = 0;
void Run(const TestMatrixSizes& lengths = DefaultTestMatrixSizes)
{
bool all_success = true;
for(auto length : lengths)
{
int M = length[0];
int N = length[1];
int K = length[2];
int StrideA = ck::is_same_v<ALayout, Row> ? K : M;
int StrideB = ck::is_same_v<BLayout, Row> ? N : K;
int StrideD0 = ck::is_same_v<D0Layout, Row> ? N : M;
int StrideD1 = ck::is_same_v<D1Layout, Row> ? N : M;
int StrideE = ck::is_same_v<ELayout, Row> ? N : M;
all_success =
all_success &
GetImpl()(
1, 1, false, true, M, N, K, StrideA, StrideB, StrideD0, StrideD1, StrideE);
}
EXPECT_TRUE(all_success);
}
};

View File

@@ -0,0 +1,32 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2024-2025, Advanced Micro Devices, Inc. All rights reserved.
#include "gtest/gtest.h"
#include "ck/ck.hpp"
#include "profiler/profile_gemm_fastgelu_impl.hpp"
#include "test_gemm_common.hpp"
template <typename Tuple>
class TestGemmFastgelu : public TestGemmCommon<Tuple>
{
using ProfileCall = typename TestGemmCommon<Tuple>::ProfileCall;
ProfileCall GetImpl() override
{
return ck::profiler::profile_gemm_fastgelu_impl<typename TestGemmCommon<Tuple>::ADataType,
typename TestGemmCommon<Tuple>::BDataType,
typename TestGemmCommon<Tuple>::AccDataType,
typename TestGemmCommon<Tuple>::EDataType,
typename TestGemmCommon<Tuple>::ALayout,
typename TestGemmCommon<Tuple>::BLayout,
typename TestGemmCommon<Tuple>::ELayout>;
}
};
using KernelTypes = ::testing::Types<std::tuple<F16, F16, F32, F16, Row, Row, Row>,
std::tuple<F16, F16, F32, F16, Row, Col, Row>,
std::tuple<F16, F16, F32, F16, Col, Row, Row>,
std::tuple<F16, F16, F32, F16, Col, Col, Row>>;
TYPED_TEST_SUITE(TestGemmFastgelu, KernelTypes);
TYPED_TEST(TestGemmFastgelu, Test_BF16FP16) { this->Run(); }

View File

@@ -0,0 +1,40 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2025, Advanced Micro Devices, Inc. All rights reserved.
#include "gtest/gtest.h"
#include "test_gemm_common.hpp"
#include "profiler/profile_gemm_multiply_add_impl.hpp"
template <typename Tuple>
class TestGemmMultiplyAdd : public TestGemmD0D1Common<Tuple>
{
using ProfileCall = typename TestGemmD0D1Common<Tuple>::ProfileCall;
ProfileCall GetImpl() override
{
return ck::profiler::profile_gemm_multiply_add_impl<
typename TestGemmD0D1Common<Tuple>::ADataType,
typename TestGemmD0D1Common<Tuple>::BDataType,
typename TestGemmD0D1Common<Tuple>::AccDataType,
typename TestGemmD0D1Common<Tuple>::D0DataType,
typename TestGemmD0D1Common<Tuple>::D1DataType,
typename TestGemmD0D1Common<Tuple>::EDataType,
typename TestGemmD0D1Common<Tuple>::ALayout,
typename TestGemmD0D1Common<Tuple>::BLayout,
typename TestGemmD0D1Common<Tuple>::D0Layout,
typename TestGemmD0D1Common<Tuple>::D1Layout,
typename TestGemmD0D1Common<Tuple>::ELayout>;
}
};
using KernelTypes = ::testing::Types<
#ifdef CK_USE_WMMA_FP8
std::tuple<F16, F8, F32, F32, F32, F16, Row, Col, Row, Row, Row>,
std::tuple<F16, F8, F32, F32, F32, F16, Row, Row, Row, Row, Row>,
#endif
std::tuple<F16, F16, F32, F16, F16, F16, Row, Col, Row, Row, Row>,
std::tuple<F16, F16, F32, F16, F16, F16, Row, Row, Row, Row, Row>>;
TYPED_TEST_SUITE(TestGemmMultiplyAdd, KernelTypes);
// Due to F16 shuffle data type tests has to run with limited K size. Change instances to FP32?
TYPED_TEST(TestGemmMultiplyAdd, Test) { this->Run({{16, 32, 64}, {2048, 1024, 256}}); }

View File

@@ -0,0 +1,99 @@
// SPDX-License-Identifier: MIT
// Copyright (c) 2024-2025, Advanced Micro Devices, Inc. All rights reserved.
#include "gtest/gtest.h"
#include "ck/ck.hpp"
#include "profiler/profile_gemm_multiply_multiply_impl.hpp"
using Row = ck::tensor_layout::gemm::RowMajor;
using Col = ck::tensor_layout::gemm::ColumnMajor;
using I8 = int8_t;
using I32 = int32_t;
using F8 = ck::f8_t;
using BF16 = ck::bhalf_t;
using F16 = ck::half_t;
using F32 = float;
template <typename Tuple>
class TestGemmMultiplyMultiply : public ::testing::Test
{
private:
using ADataType = std::tuple_element_t<0, Tuple>;
using BDataType = std::tuple_element_t<1, Tuple>;
using AccDataType = std::tuple_element_t<2, Tuple>;
using D0DataType = std::tuple_element_t<3, Tuple>;
using D1DataType = std::tuple_element_t<4, Tuple>;
using EDataType = std::tuple_element_t<5, Tuple>;
using ALayout = std::tuple_element_t<6, Tuple>;
using BLayout = std::tuple_element_t<7, Tuple>;
using D0Layout = std::tuple_element_t<8, Tuple>;
using D1Layout = std::tuple_element_t<9, Tuple>;
using ELayout = std::tuple_element_t<10, Tuple>;
constexpr static auto ProfileGemmMultiplyMultiplyImpl =
ck::profiler::profile_gemm_multiply_multiply_impl<ADataType,
BDataType,
AccDataType, // ComputeDataType for
// reference gemm
AccDataType,
D0DataType,
D1DataType,
EDataType,
ALayout,
BLayout,
D0Layout,
D1Layout,
ELayout>;
public:
void Run()
{
std::vector<std::vector<ck::index_t>> lengths = {
{16, 32, 64}, {512, 2048, 4096}, {2048, 1024, 16}};
bool all_success = true;
for(auto length : lengths)
{
int M = length[0];
int N = length[1];
int K = length[2];
int StrideA = ck::is_same_v<ALayout, Row> ? K : M;
int StrideB = ck::is_same_v<BLayout, Row> ? N : K;
int StrideD0 = ck::is_same_v<D0Layout, Row> ? N : M;
int StrideD1 = ck::is_same_v<D1Layout, Row> ? N : M;
int StrideE = ck::is_same_v<ELayout, Row> ? N : M;
all_success = all_success & ProfileGemmMultiplyMultiplyImpl(1,
1,
false,
true,
M,
N,
K,
StrideA,
StrideB,
StrideD0,
StrideD1,
StrideE,
1,
1,
1,
0);
}
EXPECT_TRUE(all_success);
}
};
using KernelTypes = ::testing::Types<
#ifdef CK_USE_WMMA_FP8
std::tuple<F8, F8, F32, F32, F32, F16, Row, Col, Row, Col, Row>,
std::tuple<F8, F8, F32, F32, F32, BF16, Row, Col, Row, Col, Row>,
#endif
std::tuple<I8, I8, I32, F16, F16, F16, Row, Col, Row, Col, Row>,
std::tuple<I8, I8, I32, F32, F32, BF16, Row, Col, Row, Col, Row>>;
TYPED_TEST_SUITE(TestGemmMultiplyMultiply, KernelTypes);
TYPED_TEST(TestGemmMultiplyMultiply, Test) { this->Run(); }