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MaxPool & AvgPool bwd instances, test, ckProfiler, client example (#861)

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* Add maxpool instances

* Rename index pool to max pool.

* Add maxpool bwd bf16 instances

* Add avg pool bwd instances

* Rename avgpool and maxpool to avg_pool3d and max_pool

* Add bf16 pool fwd instances

* Add max pool bwd to ckProfiler

* Add avg pool3d bwd to ckProfiler

* Add avg pool bwd test

* Fix bug of reference pool fwd (dilation)

* Fix bug of max pool bwd  (dilation and initZero)

* Support bf16 compute data type

* Force compute type be f32. Because atomicAdd only support f32

* Add max pool bwd test

* Rename folder

* Rename pool

* Add max pool bwd client example

* Add avg pool bwd client example

* Add missing workspace

* clang format

* Rename macro

* remove useless header

* remove useless layout
This commit is contained in:
rocking
2023-08-31 21:01:50 +08:00
committed by GitHub
parent bf1912ed3d
commit 866377de18
45 changed files with 2174 additions and 40 deletions
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79
test/pool/test_max_pool3d_bwd.cpp Normal file
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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_max_pool3d_bwd_impl.hpp"
#include "test_pool_fwd_common.hpp"
template <typename Tuple>
class TestMaxPool3dBwd : public ::testing::Test
{
protected:
using DOutDataType = std::tuple_element_t<0, Tuple>;
using DInDataType = std::tuple_element_t<1, Tuple>;
using IndexDataType = std::tuple_element_t<2, Tuple>;
using InDataType = DInDataType;
using OutDataType = DOutDataType;
std::vector<PoolingParam> params;
void Run()
{
for(auto param : params)
{
bool success =
ck::profiler::profile_max_pool3d_bwd_impl<InDataType,
OutDataType,
IndexDataType,
DOutDataType,
DInDataType,
false>(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, I32, NDHWC, NDHWC>,
std::tuple<BF16, BF16, I32, NDHWC, NDHWC>,
std::tuple<F32, F32, I32, NDHWC, NDHWC>>;
#elif defined(CK_ENABLE_FP16) && defined(CK_ENABLE_FP32)
using KernelTypes = ::testing::Types<std::tuple<F16, F16, I32, NDHWC, NDHWC>,
std::tuple<F32, F32, I32, NDHWC, NDHWC>>;
#elif defined(CK_ENABLE_BF16) && defined(CK_ENABLE_FP32)
using KernelTypes = ::testing::Types<std::tuple<BF16, BF16, I32, NDHWC, NDHWC>,
std::tuple<F32, F32, I32, NDHWC, NDHWC>>;
#elif defined(CK_ENABLE_FP16) && defined(CK_ENABLE_BF16)
using KernelTypes = ::testing::Types<std::tuple<F16, F16, I32, NDHWC, NDHWC>,
std::tuple<BF16, BF16, I32, NDHWC, NDHWC>>;
#elif defined(CK_ENABLE_FP16)
using KernelTypes = ::testing::Types<std::tuple<F16, F16, I32, NDHWC, NDHWC>>;
#elif defined(CK_ENABLE_BF16)
using KernelTypes = ::testing::Types<std::tuple<BF16, BF16, I32, NDHWC, NDHWC>>;
#elif defined(CK_ENABLE_FP32)
using KernelTypes = ::testing::Types<std::tuple<F32, F32, I32, NDHWC, NDHWC>>;
#endif
TYPED_TEST_SUITE(TestMaxPool3dBwd, KernelTypes);
TYPED_TEST(TestMaxPool3dBwd, 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->params = {{{2, 32, 30, 30, 30}, {2, 2, 2}, {2, 2, 2}, {1, 1, 1}, {1, 1, 1}, {1, 1,
// 1}}};
this->Run();
}