* Copyright (c) 2025 Huawei Technologies Co., Ltd.
* This program is free software, you can redistribute it and/or modify it under the terms and conditions of
* CANN Open Software License Agreement Version 2.0 (the "License").
* Please refer to the License for details. You may not use this file except in compliance with the License.
* THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,
* INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
* See LICENSE in the root of the software repository for the full text of the License.
*/
#ifndef OP_API_OP_API_COMMON_INC_LEVEL0_OP_CONVOLUTIONBACKWARD_OP_H_
#define OP_API_OP_API_COMMON_INC_LEVEL0_OP_CONVOLUTIONBACKWARD_OP_H_
#include "opdev/op_executor.h"
namespace l0op {
const int CONV1DINPUTDIM = 3;
const int CONV2DINPUTDIM = 4;
const int CONV3DINPUTDIM = 5;
struct ConvBackpropParams {
const aclTensor *input;
const aclTensor *weight;
const aclTensor *outBackprop;
const aclIntArray *stride;
const aclIntArray *padding;
const aclIntArray *dilation;
int groups;
};
struct ConvolutionBackwardInputTensor {
const aclTensor *gradOutput;
const aclTensor *input;
const aclTensor *weight;
};
struct ConvolutionBackwardParams {
const aclIntArray *biasSizes;
const aclIntArray *stride;
const aclIntArray *padding;
const aclIntArray *dilation;
const bool transposed;
const aclIntArray *outputPadding;
const int groups;
const aclBoolArray *outputMask;
const int8_t cubeMathType;
};
const aclTensor *Conv2DBackpropInputFp162Fp16(const aclTensor *input, const aclTensor *weight,
const aclTensor *outBackprop, const aclIntArray *stride,
const aclIntArray *padding, const aclIntArray *dilation, int groups,
aclOpExecutor *executor);
const aclTensor *Conv2DBackpropInputFp322Fp32(const aclTensor *input, const aclTensor *weight,
const aclTensor *outBackprop, const aclIntArray *stride,
const aclIntArray *padding, const aclIntArray *dilation, int groups,
aclOpExecutor *executor);
const aclTensor *Conv2DBackpropInputHf32(const aclTensor *input, const aclTensor *weight, const aclTensor *outBackprop,
const aclIntArray *stride, const aclIntArray *padding,
const aclIntArray *dilation, int groups, aclOpExecutor *executor);
const aclTensor *Conv2DBackpropInputBf162Bf16(const aclTensor *input, const aclTensor *weight,
const aclTensor *outBackprop, const aclIntArray *stride,
const aclIntArray *padding, const aclIntArray *dilation, int groups,
aclOpExecutor *executor);
const aclTensor *Conv2DBackpropInput(const aclTensor *input, const aclTensor *weight,
const aclTensor *outBackprop, const aclIntArray *stride,
const aclIntArray *padding, const aclIntArray *dilation, int groups,
aclOpExecutor *executor, bool useHf32Flag, op::DataType dataType);
const aclTensor *Conv2DBackpropFilterFp162Fp32(const aclTensor *input, const aclTensor *weight,
const aclTensor *outBackprop, const aclIntArray *stride,
const aclIntArray *padding, const aclIntArray *dilation, int groups,
aclOpExecutor *executor);
const aclTensor *Conv2DBackpropFilterFp322Fp32(const aclTensor *input, const aclTensor *weight,
const aclTensor *outBackprop, const aclIntArray *stride,
const aclIntArray *padding, const aclIntArray *dilation, int groups,
aclOpExecutor *executor);
const aclTensor *Conv2DBackpropFilterHf32(const aclTensor *input, const aclTensor *weight, const aclTensor *outBackprop,
const aclIntArray *stride, const aclIntArray *padding,
const aclIntArray *dilation, int groups, aclOpExecutor *executor);
const aclTensor *Conv2DBackpropFilterBf162Fp32(const aclTensor *input, const aclTensor *weight,
const aclTensor *outBackprop, const aclIntArray *stride,
const aclIntArray *padding, const aclIntArray *dilation, int groups,
aclOpExecutor *executor);
const aclTensor *Conv3DBackpropFilterFp162Fp32(const aclTensor *input, const aclTensor *weight,
const aclTensor *outBackprop, const aclIntArray *stride,
const aclIntArray *padding, const aclIntArray *dilation, int groups,
aclOpExecutor *executor);
const aclTensor *Conv3DBackpropFilterFp322Fp32(const aclTensor *input, const aclTensor *weight,
const aclTensor *outBackprop, const aclIntArray *stride,
const aclIntArray *padding, const aclIntArray *dilation, int groups,
aclOpExecutor *executor);
const aclTensor *Conv3DBackpropFilterBf162Fp32(const aclTensor *input, const aclTensor *weight,
const aclTensor *outBackprop, const aclIntArray *stride,
const aclIntArray *padding, const aclIntArray *dilation, int groups,
aclOpExecutor *executor);
const aclTensor *Conv3DBackpropFilterHf32(const aclTensor *input, const aclTensor *weight, const aclTensor *outBackprop,
const aclIntArray *stride, const aclIntArray *padding,
const aclIntArray *dilation, int groups, aclOpExecutor *executor);
const aclTensor *Conv3DBackpropInputFp162Fp16(const aclTensor *input, const aclTensor *weight,
const aclTensor *outBackprop, const aclIntArray *stride,
const aclIntArray *padding, const aclIntArray *dilation, int groups,
aclOpExecutor *executor);
const aclTensor *AdapterTensor(const aclTensor *tensor, aclOpExecutor *executor, size_t inputDim, size_t targetDim);
const aclTensor *Conv3DBackpropInputFp322Fp32(const aclTensor *input, const aclTensor *weight,
const aclTensor *outBackprop, const aclIntArray *stride,
const aclIntArray *padding, const aclIntArray *dilation, int groups,
aclOpExecutor *executor);
const aclTensor *Conv3DBackpropInputHf32(const aclTensor *input, const aclTensor *weight, const aclTensor *outBackprop,
const aclIntArray *stride, const aclIntArray *padding,
const aclIntArray *dilation, int groups, aclOpExecutor *executor);
const aclTensor *Conv3DBackpropInputBf162Bf16(const aclTensor *input, const aclTensor *weight,
const aclTensor *outBackprop, const aclIntArray *stride,
const aclIntArray *padding, const aclIntArray *dilation, int groups,
aclOpExecutor *executor);
const aclTensor *Conv3DBackpropFilter(ConvolutionBackwardInputTensor &inputTensor, ConvolutionBackwardParams ¶ms,
aclOpExecutor *executor, bool use_hf32);
const aclTensor *Conv3DBackpropInput(ConvolutionBackwardInputTensor &inputTensor,
ConvolutionBackwardParams ¶ms,
aclOpExecutor *executor, bool use_hf32);
bool IsConv3DBackpropInputV2(const ConvBackpropParams ¶ms);
bool IsConv3DBackpropFilterV2(const ConvBackpropParams ¶ms);
bool IsInputTransdataWhiteListCase(const ConvBackpropParams ¶ms);
bool IsConv2DBackpropInputToCastCase(const ConvBackpropParams ¶ms);
bool IsConv2DBackpropInputTo3DCase(const ConvBackpropParams ¶ms);
bool IsConv2DBpFilterTo3Dcase(const ConvBackpropParams ¶ms);
}
#endif