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Maxpool bwd (#750)

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* Add maxpool f32 kernel and example

* Revise copyright

* Add device pool bwd device op

* Support f16 and bf16

* Add compute datatype for reference code.
Prevent error in bf16

* Fix type error

* Remove layout

* Fix bf16 error

* Add f16 and bf16 example

* Add more operations

* Implement IsSupportedArgument

* Add changelog

* Add comment

* Add comment

* Remove useless header

* Move initialize of workspace to the run

* Move set din zero to the device operator

* Save din_length_raw

* Remove useless header

* Calculate gridsize according to the number of CU

* Calculate gridSize according to the number of CU.
Remove useless header

* Add put example

* Remove useless header

* Fix CI fail

[ROCm/composable_kernel commit: 341ad95665]
This commit is contained in:
rocking
2023-06-19 22:44:22 +08:00
committed by GitHub
parent d6f690d361
commit 9c2487d2a0
16 changed files with 1310 additions and 11 deletions
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62
example/49_maxpool2d_bwd/maxpool2d_bwd_fp32.cpp Normal file
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// SPDX-License-Identifier: MIT
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
#include <iostream>
#include "ck/ck.hpp"
#include "ck/tensor_operation/gpu/device/tensor_layout.hpp"
#include "ck/utility/reduction_enums.hpp"
#include "maxpool2d_bwd_common.hpp"
using InDataType = float;
using OutDataType = float;
using IndexDataType = int32_t;
using ComputeDataType = float;
using DInDataType = float;
using DOutDataType = float;
static constexpr bool PropagateNan = false;
int main()
{
bool do_verification = true;
bool time_kernel = false;
// Pool shape
ck::index_t N = 1;
ck::index_t C = 1;
ck::index_t Y = 2;
ck::index_t X = 2;
ck::index_t Hi = 32;
ck::index_t Wi = 32;
ck::index_t window_stride_h = 2;
ck::index_t window_stride_w = 2;
ck::index_t in_left_pad_h = 0;
ck::index_t in_left_pad_w = 0;
ck::index_t in_right_pad_h = 0;
ck::index_t in_right_pad_w = 0;
bool pass = maxpool_bwd_test<InDataType,
OutDataType,
IndexDataType,
ComputeDataType,
DInDataType,
DOutDataType,
PropagateNan>(do_verification,
time_kernel,
N,
C,
Y,
X,
Hi,
Wi,
window_stride_h,
window_stride_w,
in_left_pad_h,
in_left_pad_w,
in_right_pad_h,
in_right_pad_w);
return (pass ? 0 : 1);
}