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TheRock/rocm-libraries/projects/miopen/test/gtest/unit_implicitgemm_ck_util.cpp
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Flatten subprojects into a single base monorepo
2026-09-02 16:34:47 -07:00

419 lines
14 KiB
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/*******************************************************************************
*
* MIT License
*
* Copyright (c) 2024 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 <miopen/conv/problem_description.hpp>
#include <miopen/conv/solvers.hpp>
#include "../../src/ck_impl/implicitgemm_ck_util.hpp"
#include <gtest/gtest.h>
#include <iostream>
#include <map>
#include <memory>
#include <set>
#include <string>
#include <vector>
namespace unit_implicitgemm_ck_util_test {
struct ParsingTestCase
{
std::string instanceToCheck;
std::string suffix;
bool expectedSupported;
bool checkSplitK;
friend std::ostream& operator<<(std::ostream& os, const ParsingTestCase& tc)
{
return os << "(instanceToCheck: " << tc.instanceToCheck << " suffix: " << tc.suffix
<< " expectedSupported: " << tc.expectedSupported
<< " checkSplitK: " << tc.checkSplitK << ")";
}
};
static std::vector<ParsingTestCase> GetTestCases()
{
return {{"test0", "+5", true, true},
{"test1", "+", false, true},
{"test2", "", false, true},
{"test3", "+2+3", false, true},
{"test4", "+9999999999999999999999999", false, true},
{"test5", "", true, false},
{"test6", "+", false, false},
{"test7", "+2", false, false},
{"test8", "+2+3", false, false}};
}
using ProblemDescription = miopen::conv::ProblemDescription;
struct StubbedDeviceOp
{
StubbedDeviceOp(const std::string& op) : typeString(op) {}
std::string typeString;
std::string GetTypeString() { return typeString; }
};
struct StubbedDeviceOps
{
static std::vector<std::string> deviceOps;
static std::vector<std::unique_ptr<StubbedDeviceOp>> GetInstances()
{
std::vector<std::unique_ptr<StubbedDeviceOp>> ops;
ops.reserve(deviceOps.size());
std::transform(deviceOps.begin(),
deviceOps.end(),
std::back_inserter(ops),
[&](auto& deviceOp) { return std::make_unique<StubbedDeviceOp>(deviceOp); });
return ops;
}
};
std::vector<std::string> StubbedDeviceOps::deviceOps = {};
struct StubbedCKArgs
{
StubbedCKArgs(const ProblemDescription& /*problem*/) {}
template <typename ConvPtr>
bool IsSupportedBy(const ConvPtr&) const
{
return true;
}
template <typename ConvPtr>
bool IsSupportedBySplitK(const ConvPtr&, int) const
{
return true;
}
};
template <typename CKArgsType, typename DeviceOpType>
class CKArgParsingTest : public ::testing::TestWithParam<ParsingTestCase>
{
protected:
void TestParsing()
{
auto testCase = GetParam();
// Set up stubbed instances to match test
DeviceOpType::deviceOps.clear();
DeviceOpType::deviceOps.push_back(testCase.instanceToCheck);
bool success;
if(testCase.checkSplitK)
{
success = miopen::solver::
IsCKArgsSupported<DeviceOpType, CKArgsType, ProblemDescription, true>(
ProblemDescription{}, testCase.instanceToCheck + testCase.suffix);
}
else
{
success = miopen::solver::IsCKArgsSupported<DeviceOpType, CKArgsType>(
ProblemDescription{}, testCase.instanceToCheck + testCase.suffix);
}
EXPECT_EQ(success, testCase.expectedSupported);
}
};
} // namespace unit_implicitgemm_ck_util_test
using namespace unit_implicitgemm_ck_util_test;
struct CPU_UnitTestImplicitGemmCKUtil_NONE : CKArgParsingTest<StubbedCKArgs, StubbedDeviceOps>
{
};
TEST_P(CPU_UnitTestImplicitGemmCKUtil_NONE, TestParsing)
{
#if MIOPEN_USE_COMPOSABLEKERNEL
this->TestParsing();
#else
GTEST_SKIP();
#endif
};
INSTANTIATE_TEST_SUITE_P(Smoke,
CPU_UnitTestImplicitGemmCKUtil_NONE,
testing::ValuesIn(GetTestCases()));
// =============================================================================
// Tests for IsCKSplitKSupportedGeneric
// =============================================================================
namespace unit_implicitgemm_ck_util_test {
/**
* @brief Test case structure for IsCKSplitKSupportedGeneric
*/
struct SplitKGenericTestCase
{
std::string kernelId; // Kernel ID to check
int splitK; // split_k value to validate
bool expectedResult; // Expected result from IsCKSplitKSupportedGeneric
std::set<int> supportedSplitKs; // Set of split_k values this kernel supports
friend std::ostream& operator<<(std::ostream& os, const SplitKGenericTestCase& tc)
{
os << "(kernelId: " << tc.kernelId << ", splitK: " << tc.splitK
<< ", expectedResult: " << std::boolalpha << tc.expectedResult << ")";
return os;
}
};
/**
* @brief Stubbed CK Args that supports selective split_k values
*
* This allows us to test the IsCKSplitKSupportedGeneric validation logic
* by controlling which (kernel, split_k) combinations are "supported".
*/
struct StubbedCKArgsWithSplitKValidation
{
// Static storage for supported split_k values per kernel
static std::map<std::string, std::set<int>> supportedSplitKByKernel;
StubbedCKArgsWithSplitKValidation(const ProblemDescription& /*problem*/) {}
template <typename ConvPtr>
bool IsSupportedBy(const ConvPtr&) const
{
return true;
}
template <typename ConvPtr>
bool IsSupportedBySplitK(const ConvPtr& conv_ptr, int split_k) const
{
const std::string kernel_id = conv_ptr->GetTypeString();
auto it = supportedSplitKByKernel.find(kernel_id);
if(it == supportedSplitKByKernel.end())
{
return false; // Kernel not found
}
return it->second.count(split_k) > 0; // Check if split_k is supported
}
};
std::map<std::string, std::set<int>> StubbedCKArgsWithSplitKValidation::supportedSplitKByKernel =
{};
/**
* @brief Test cases for IsCKSplitKSupportedGeneric
*/
static std::vector<SplitKGenericTestCase> GetSplitKGenericTestCases()
{
return {
// Valid kernel with supported split_k values
{"DeviceGroupedConvBwdDataMultipleD_Test", 1, true, {1, 2, 4, 8}},
{"DeviceGroupedConvBwdDataMultipleD_Test", 2, true, {1, 2, 4, 8}},
{"DeviceGroupedConvBwdDataMultipleD_Test", 4, true, {1, 2, 4, 8}},
{"DeviceGroupedConvBwdDataMultipleD_Test", 8, true, {1, 2, 4, 8}},
// Valid kernel with unsupported split_k values
{"DeviceGroupedConvBwdDataMultipleD_Test", 16, false, {1, 2, 4, 8}},
{"DeviceGroupedConvBwdDataMultipleD_Test", 32, false, {1, 2, 4, 8}},
{"DeviceGroupedConvBwdDataMultipleD_Test", 128, false, {1, 2, 4, 8}},
// Kernel that only supports split_k=1 (no split_k support)
{"DeviceGroupedConvNoSplitK_Test", 1, true, {1}},
{"DeviceGroupedConvNoSplitK_Test", 2, false, {1}},
{"DeviceGroupedConvNoSplitK_Test", 4, false, {1}},
// Non-existent kernel
{"NonExistentKernel", 1, false, {}},
{"NonExistentKernel", 4, false, {}},
// Edge cases - boundary split_k values
{"DeviceGroupedConvWrw_Test", 1, true, {1, 2, 4, 8, 16, 32, 64, 128}},
{"DeviceGroupedConvWrw_Test", 128, true, {1, 2, 4, 8, 16, 32, 64, 128}},
{"DeviceGroupedConvWrw_Test", 256, false, {1, 2, 4, 8, 16, 32, 64, 128}},
};
}
/**
* @brief Parameterized test fixture for IsCKSplitKSupportedGeneric
*/
class CPU_SplitKGenericTest_NONE : public ::testing::TestWithParam<SplitKGenericTestCase>
{
protected:
void SetUp() override
{
// Clear state before each test
StubbedDeviceOps::deviceOps.clear();
StubbedCKArgsWithSplitKValidation::supportedSplitKByKernel.clear();
}
void TearDown() override
{
// Clean up after each test
StubbedDeviceOps::deviceOps.clear();
StubbedCKArgsWithSplitKValidation::supportedSplitKByKernel.clear();
}
};
// cppcheck-suppress syntaxError
TEST_P(CPU_SplitKGenericTest_NONE, ValidatesSplitKSupport)
{
#if MIOPEN_BACKEND_HIP && MIOPEN_USE_COMPOSABLEKERNEL
auto testCase = GetParam();
// Set up the stubbed device ops to include the kernel we're testing
if(!testCase.supportedSplitKs.empty())
{
StubbedDeviceOps::deviceOps.push_back(testCase.kernelId);
StubbedCKArgsWithSplitKValidation::supportedSplitKByKernel[testCase.kernelId] =
testCase.supportedSplitKs;
}
// Test IsCKSplitKSupported (single data type version)
bool result =
miopen::solver::IsCKSplitKSupported<StubbedDeviceOps, StubbedCKArgsWithSplitKValidation>(
ProblemDescription{}, testCase.kernelId, testCase.splitK);
EXPECT_EQ(result, testCase.expectedResult)
<< "Failed for kernel: " << testCase.kernelId << " split_k: " << testCase.splitK;
#else
GTEST_SKIP();
#endif
}
INSTANTIATE_TEST_SUITE_P(Smoke,
CPU_SplitKGenericTest_NONE,
testing::ValuesIn(GetSplitKGenericTestCases()));
/**
* @brief Direct unit tests for edge cases and specific scenarios
*/
class CPU_SplitKGenericDirectTest_NONE : public ::testing::Test
{
protected:
void SetUp() override
{
StubbedDeviceOps::deviceOps.clear();
StubbedCKArgsWithSplitKValidation::supportedSplitKByKernel.clear();
}
void TearDown() override
{
StubbedDeviceOps::deviceOps.clear();
StubbedCKArgsWithSplitKValidation::supportedSplitKByKernel.clear();
}
};
TEST_F(CPU_SplitKGenericDirectTest_NONE, EmptyKernelIdReturnsNotSupported)
{
#if MIOPEN_BACKEND_HIP && MIOPEN_USE_COMPOSABLEKERNEL
StubbedDeviceOps::deviceOps.push_back("SomeKernel");
StubbedCKArgsWithSplitKValidation::supportedSplitKByKernel["SomeKernel"] = {1, 2, 4};
bool result =
miopen::solver::IsCKSplitKSupported<StubbedDeviceOps, StubbedCKArgsWithSplitKValidation>(
ProblemDescription{}, "", 1);
EXPECT_FALSE(result) << "Empty kernel_id should return false";
#else
GTEST_SKIP();
#endif
}
TEST_F(CPU_SplitKGenericDirectTest_NONE, ZeroSplitKValueHandledCorrectly)
{
#if MIOPEN_BACKEND_HIP && MIOPEN_USE_COMPOSABLEKERNEL
const std::string kernelId = "TestKernel";
StubbedDeviceOps::deviceOps.push_back(kernelId);
// Only support positive split_k values
StubbedCKArgsWithSplitKValidation::supportedSplitKByKernel[kernelId] = {1, 2, 4};
bool result =
miopen::solver::IsCKSplitKSupported<StubbedDeviceOps, StubbedCKArgsWithSplitKValidation>(
ProblemDescription{}, kernelId, 0);
// split_k=0 is not in the supported set, so should return false
EXPECT_FALSE(result) << "split_k=0 should not be supported";
#else
GTEST_SKIP();
#endif
}
TEST_F(CPU_SplitKGenericDirectTest_NONE, NegativeSplitKValueHandledCorrectly)
{
#if MIOPEN_BACKEND_HIP && MIOPEN_USE_COMPOSABLEKERNEL
const std::string kernelId = "TestKernel";
StubbedDeviceOps::deviceOps.push_back(kernelId);
StubbedCKArgsWithSplitKValidation::supportedSplitKByKernel[kernelId] = {1, 2, 4};
bool result =
miopen::solver::IsCKSplitKSupported<StubbedDeviceOps, StubbedCKArgsWithSplitKValidation>(
ProblemDescription{}, kernelId, -1);
// split_k=-1 is not in the supported set, so should return false
EXPECT_FALSE(result) << "Negative split_k should not be supported";
#else
GTEST_SKIP();
#endif
}
TEST_F(CPU_SplitKGenericDirectTest_NONE, MultipleKernelsWithDifferentSplitKSupport)
{
#if MIOPEN_BACKEND_HIP && MIOPEN_USE_COMPOSABLEKERNEL
const std::string kernel1 = "KernelA";
const std::string kernel2 = "KernelB";
StubbedDeviceOps::deviceOps.push_back(kernel1);
StubbedDeviceOps::deviceOps.push_back(kernel2);
// Kernel1 supports split_k = 1, 2, 4
StubbedCKArgsWithSplitKValidation::supportedSplitKByKernel[kernel1] = {1, 2, 4};
// Kernel2 supports split_k = 1, 8, 16
StubbedCKArgsWithSplitKValidation::supportedSplitKByKernel[kernel2] = {1, 8, 16};
// Test kernel1 with its supported values
// Note: Use parentheses around function call to prevent macro from misinterpreting commas
bool k1_s2 =
miopen::solver::IsCKSplitKSupported<StubbedDeviceOps, StubbedCKArgsWithSplitKValidation>(
ProblemDescription{}, kernel1, 2);
EXPECT_TRUE(k1_s2);
bool k1_s8 =
miopen::solver::IsCKSplitKSupported<StubbedDeviceOps, StubbedCKArgsWithSplitKValidation>(
ProblemDescription{}, kernel1, 8);
EXPECT_FALSE(k1_s8);
// Test kernel2 with its supported values
bool k2_s8 =
miopen::solver::IsCKSplitKSupported<StubbedDeviceOps, StubbedCKArgsWithSplitKValidation>(
ProblemDescription{}, kernel2, 8);
EXPECT_TRUE(k2_s8);
bool k2_s4 =
miopen::solver::IsCKSplitKSupported<StubbedDeviceOps, StubbedCKArgsWithSplitKValidation>(
ProblemDescription{}, kernel2, 4);
EXPECT_FALSE(k2_s4);
#else
GTEST_SKIP();
#endif
}
} // namespace unit_implicitgemm_ck_util_test