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

199 lines
7.9 KiB
C++

/*******************************************************************************
*
* 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 <gtest/gtest.h>
#include <miopen/tensorOp/problem_description.hpp>
#include "unit_TensorDescriptor.hpp"
#include <miopen/float_equal.hpp>
namespace {
struct TensorOpProblemDescriptionTestCase
{
miopenTensorOp_t tensorOp;
float beta;
miopen::unit_tests::TensorDescriptorParams aTensorDesc;
miopen::unit_tests::TensorDescriptorParams bTensorDesc;
miopen::unit_tests::TensorDescriptorParams cTensorDesc;
bool nonStandardSquash;
bool isOk;
friend std::ostream& operator<<(std::ostream& os, const TensorOpProblemDescriptionTestCase& tc)
{
std::string op;
switch(tc.tensorOp)
{
case miopenTensorOpAdd: op.append("miopenTensorOpAdd"); break;
case miopenTensorOpMul: op.append("miopenTensorOpMul"); break;
case miopenTensorOpMin: op.append("miopenTensorOpMin"); break;
case miopenTensorOpMax: op.append("miopenTensorOpMax"); break;
}
os << "(" << tc.aTensorDesc << "), ";
os << "(" << tc.bTensorDesc << "), ";
os << "(" << tc.cTensorDesc << "), \n";
os << "(" << op << ") - beta ";
os << std::to_string(tc.beta) << ")\n";
return os;
}
};
class TestTensorOpPD : public ::testing::TestWithParam<TensorOpProblemDescriptionTestCase>
{
public:
static auto GetTestCases()
{
using TestCase = TensorOpProblemDescriptionTestCase;
return std::vector{
// clang-format off
// 4D
TestCase{
miopenTensorOpAdd, // tensorOp
0.0f, // beta
{miopenHalf, {1, 4, 4, 4}}, // A
{miopenHalf, {1, 4, 4, 4}}, // B
{miopenHalf, {1, 4, 4, 4}}, // C
false, // nonStandardSquash
true // isOk
},
TestCase{
miopenTensorOpAdd, // tensorOp
0.0f, // beta
{miopenHalf, {4, 4, 4}}, // A
{miopenHalf, {1, 1, 4}}, // B
{miopenHalf, {4, 4, 4}}, // C
false, // nonStandardSquash
false // isOk
},
TestCase{
miopenTensorOpAdd, // tensorOp
1.0f, // beta
{miopenHalf, {4, 1, 4}}, // A
{miopenHalf, {1, 1, 4}}, // B
{miopenHalf, {4, 4, 4}}, // C
false, // nonStandardSquash
false // isOk
},
TestCase{
miopenTensorOpAdd, // tensorOp
1.0f, // beta
{miopenHalf, {4, 4, 4}}, // A
{miopenHalf, {1, 1, 4}}, // B
{miopenFloat, {4, 4, 4}}, // C
false, // nonStandardSquash
false // isOk
},
TestCase{
miopenTensorOpAdd, // tensorOp
1.0f, // beta
{miopenHalf, {4, 4, 4, 4, 4, 4}},// A
{miopenHalf, {1, 1, 4}}, // B
{miopenHalf, {4, 4, 4, 4, 4, 4}},// C
false, // nonStandardSquash
false // isOk
},
TestCase{
miopenTensorOpAdd, // tensorOp
1.0f, // beta
{miopenHalf, {4, 4, 4}}, // A
{miopenHalf, {1, 4}}, // B
{miopenHalf, {4, 4, 4}}, // C
false, // nonStandardSquash
false // isOk
},
TestCase{
miopenTensorOpAdd, // tensorOp
1.0f, // beta
{miopenHalf, {4, 4, 4}}, // A
{miopenHalf, {1, 1, 5}}, // B
{miopenHalf, {4, 4, 4}}, // C
false, // nonStandardSquash
false // isOk
},
TestCase{
miopenTensorOpAdd, // tensorOp
1.0f, // beta
{miopenHalf, {4, 4, 4, 4}}, // A
{miopenHalf, {1, 1, 4, 4}}, // B
{miopenHalf, {4, 4, 4, 4}}, // C
true, // nonStandardSquash
false // isOk
},
TestCase{
miopenTensorOpAdd, // tensorOp
1.0f, // beta
{miopenHalf, {1, 4, 2}}, // A
{miopenHalf, {1, 1, 4}}, // B
{miopenHalf, {1, 4, 2}}, // C
true, // nonStandardSquash
false // isOk
}
// clang-format on
};
}
void RunTest()
{
const auto p = GetParam();
if(p.isOk)
{
const auto pd =
miopen::tensorOp::ProblemDescription{p.tensorOp,
static_cast<const void*>(&p.beta),
p.aTensorDesc.GetTensorDescriptor(),
p.bTensorDesc.GetTensorDescriptor(),
p.cTensorDesc.GetTensorDescriptor(),
p.nonStandardSquash};
ASSERT_EQ(pd.GetBeta(), p.beta);
}
else
{
ASSERT_ANY_THROW({
const auto pd = miopen::tensorOp::ProblemDescription(
p.tensorOp,
miopen::float_equal(p.beta, 0.0) ? nullptr : static_cast<const void*>(&p.beta),
p.aTensorDesc.GetTensorDescriptor(),
p.bTensorDesc.GetTensorDescriptor(),
p.cTensorDesc.GetTensorDescriptor(),
p.nonStandardSquash);
});
}
}
};
} // namespace
using CPU_TensorOpProblemDescription_NONE = TestTensorOpPD;
TEST_P(CPU_TensorOpProblemDescription_NONE, TensorOpProblemDescription) { this->RunTest(); };
INSTANTIATE_TEST_SUITE_P(Full,
CPU_TensorOpProblemDescription_NONE,
testing::ValuesIn(TestTensorOpPD::GetTestCases()));