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test_avg_pool3d_bwd.cpp 3.64 KB
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MaxPool & AvgPool bwd instances, test, ckProfiler, client example (#861)  
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// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.

#include "gtest/gtest.h"
#include "profiler/profile_avg_pool3d_bwd_impl.hpp"
#include "test_pool_fwd_common.hpp"

template <typename Tuple>
class TestAvgPool3dBwd : public ::testing::Test
{
    protected:
    using DOutDataType    = std::tuple_element_t<0, Tuple>;
    using DInDataType     = std::tuple_element_t<1, Tuple>;
    using ComputeDataType = std::tuple_element_t<2, Tuple>;
    using DOutLayout      = std::tuple_element_t<3, Tuple>;
    using DInLayout       = std::tuple_element_t<4, Tuple>;

    std::vector<PoolingParam> params;

    void Run()
    {
        for(auto param : params)
        {
            bool success =
                ck::profiler::profile_avg_pool3d_bwd_impl<DOutDataType,
                                                          DInDataType,
                                                          ComputeDataType,
                                                          DOutLayout,
                                                          DInLayout>(true,
                                                                     2,
                                                                     false,
                                                                     false,
                                                                     param.length_,
                                                                     param.window_spatial_lengths_,
                                                                     param.window_strides_,
                                                                     param.window_dilations_,
                                                                     param.input_left_pads_,
                                                                     param.input_right_pads_);
            EXPECT_TRUE(success);
        }
    }
};

#if defined(CK_ENABLE_FP16) && defined(CK_ENABLE_BF16) && defined(CK_ENABLE_FP32)
using KernelTypes = ::testing::Types<std::tuple<F16, F16, F32, NDHWC, NDHWC>,
                                     std::tuple<BF16, BF16, F32, NDHWC, NDHWC>,
                                     std::tuple<F32, F32, F32, NDHWC, NDHWC>>;
#elif defined(CK_ENABLE_FP16) && defined(CK_ENABLE_FP32)
using KernelTypes = ::testing::Types<std::tuple<F16, F16, F32, NDHWC, NDHWC>,
                                     std::tuple<F32, F32, F32, NDHWC, NDHWC>>;
#elif defined(CK_ENABLE_BF16) && defined(CK_ENABLE_FP32)
using KernelTypes = ::testing::Types<std::tuple<BF16, BF16, F32, NDHWC, NDHWC>,
                                     std::tuple<F32, F32, F32, NDHWC, NDHWC>>;
#elif defined(CK_ENABLE_FP16) && defined(CK_ENABLE_BF16)
using KernelTypes = ::testing::Types<std::tuple<F16, F16, F32, NDHWC, NDHWC>,
                                     std::tuple<BF16, BF16, F32, NDHWC, NDHWC>>;
#elif defined(CK_ENABLE_FP16)
using KernelTypes = ::testing::Types<std::tuple<F16, F16, F32, NDHWC, NDHWC>>;
#elif defined(CK_ENABLE_BF16)
using KernelTypes = ::testing::Types<std::tuple<BF16, BF16, F32, NDHWC, NDHWC>>;
#elif defined(CK_ENABLE_FP32)
using KernelTypes = ::testing::Types<std::tuple<F32, F32, F32, NDHWC, NDHWC>>;
#endif

TYPED_TEST_SUITE(TestAvgPool3dBwd, KernelTypes);
TYPED_TEST(TestAvgPool3dBwd, Test_Pool)
{
    // length, window_length, window_stride, window_dilation, left_pad, right_pad
    this->params = {{{1, 1, 1, 1, 1}, {1, 1, 1}, {1, 1, 1}, {1, 1, 1}, {0, 0, 0}, {0, 0, 0}},
                    {{2, 16, 64, 64, 64}, {4, 4, 4}, {4, 4, 4}, {2, 2, 2}, {0, 0, 0}, {0, 0, 0}},
                    {{2, 32, 30, 30, 30}, {2, 2, 2}, {2, 2, 2}, {1, 1, 1}, {1, 1, 1}, {1, 1, 1}}};

    this->Run();
}