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Reorganize project folders (#6)
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139
test/pool/test_max_pool2d_bwd.cpp
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139
test/pool/test_max_pool2d_bwd.cpp
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// SPDX-License-Identifier: MIT
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// Copyright (c) 2024, Advanced Micro Devices, Inc. All rights reserved.
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#include "gtest/gtest.h"
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#include "profiler/profile_max_pool2d_bwd_impl.hpp"
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#include "test_pool_fwd_common.hpp"
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template <typename T>
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class MaxPool2dBWDTest : public ::testing::Test
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{
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protected:
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using DOutDataType = std::tuple_element_t<0, T>;
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using DInDataType = std::tuple_element_t<1, T>;
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using IndexDataType = std::tuple_element_t<2, T>;
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using InDataType = DInDataType;
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using OutDataType = DOutDataType;
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static std::vector<PoolingParam> params;
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void Run()
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{
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for(auto param : this->params)
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{
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bool success =
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ck::profiler::profile_max_pool2d_bwd_impl<InDataType,
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OutDataType,
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IndexDataType,
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DOutDataType,
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DInDataType,
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false>(true,
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2,
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false,
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false,
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param.length_,
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param.window_spatial_lengths_,
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param.window_strides_,
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param.window_dilations_,
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param.input_left_pads_,
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param.input_right_pads_);
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EXPECT_TRUE(success);
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}
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}
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};
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template <typename T>
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std::vector<PoolingParam> MaxPool2dBWDTest<T>::params = {
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{{1, 1, 1, 1}, {1, 1}, {1, 1}, {1, 1}, {0, 0}, {0, 0}},
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{{2, 16, 64, 64}, {64, 64}, {1, 1}, {1, 1}, {0, 0}, {0, 0}},
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{{2, 16, 64, 64}, {4, 4}, {4, 4}, {2, 2}, {0, 0}, {0, 0}},
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{{2, 32, 30, 30}, {2, 2}, {2, 2}, {1, 1}, {1, 1}, {1, 1}},
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{{2, 2, 30, 30}, {2, 2}, {2, 2}, {1, 1}, {1, 1}, {1, 1}}};
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using Max_Pool_2D_f32_types = ::testing::Types<std::tuple<F32, F32, I32>>;
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using Max_Pool_2D_int8_types = ::testing::Types<std::tuple<I8, I8, I32>>;
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using Max_Pool_2D_f16_types = ::testing::Types<std::tuple<F16, F16, I32>>;
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using Max_Pool_2D_bf16_types = ::testing::Types<std::tuple<BF16, BF16, I32>>;
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using Max_Pool_2D_f8_types = ::testing::Types<std::tuple<F8, F8, I32>>;
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template <typename TType>
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class MaxPool2D_f32 : public MaxPool2dBWDTest<TType>
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{
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protected:
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void SetUp() override
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{
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if(!CK_ENABLE_FP32)
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{
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GTEST_SKIP() << "Skipping MaxPool2D_f32 tests because CK_ENABLE_FP32 is not enabled";
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}
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}
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};
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template <typename TType>
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class MaxPool2D_int8 : public MaxPool2dBWDTest<TType>
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{
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protected:
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void SetUp() override
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{
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if(!CK_ENABLE_INT8)
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{
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GTEST_SKIP() << "Skipping MaxPool2D_int8 tests because CK_ENABLE_INT8 is not enabled";
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}
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}
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};
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template <typename TType>
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class MaxPool2D_f16 : public MaxPool2dBWDTest<TType>
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{
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protected:
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void SetUp() override
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{
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if(!CK_ENABLE_FP16)
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{
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GTEST_SKIP() << "Skipping MaxPool2D_f16 because CK_ENABLE_FP16 is not enabled";
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}
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}
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};
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template <typename TType>
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class MaxPool2D_bf16 : public MaxPool2dBWDTest<TType>
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{
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protected:
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void SetUp() override
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{
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if(!CK_ENABLE_BF16)
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{
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GTEST_SKIP() << "Skipping MaxPool2D_bf16 tests because CK_ENABLE_BF16 is not enabled";
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}
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}
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};
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template <typename TType>
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class MaxPool2D_f8 : public MaxPool2dBWDTest<TType>
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{
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protected:
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void SetUp() override
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{
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if(!CK_ENABLE_FP8)
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{
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GTEST_SKIP() << "Skipping MaxPool2D_f8 tests because CK_ENABLE_FP8 is not enabled";
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}
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}
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};
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TYPED_TEST_SUITE(MaxPool2D_f32, Max_Pool_2D_f32_types);
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TYPED_TEST_SUITE(MaxPool2D_int8, Max_Pool_2D_int8_types);
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TYPED_TEST_SUITE(MaxPool2D_f16, Max_Pool_2D_f16_types);
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TYPED_TEST_SUITE(MaxPool2D_bf16, Max_Pool_2D_bf16_types);
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TYPED_TEST_SUITE(MaxPool2D_f8, Max_Pool_2D_f8_types);
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TYPED_TEST(MaxPool2D_f32, MaxPool2DTest_f32) { this->Run(); }
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TYPED_TEST(MaxPool2D_int8, MaxPool2DTest_int8) { this->Run(); }
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TYPED_TEST(MaxPool2D_f16, MaxPool2DTest_f16) { this->Run(); }
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TYPED_TEST(MaxPool2D_bf16, MaxPool2DTest_bf16) { this->Run(); }
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TYPED_TEST(MaxPool2D_f8, MaxPool2DTest_f8) { this->Run(); }
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