* Copyright (c) 2026 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.
*/
* \file depthwise_conv2d_backprop_input_tf_plugin.cpp
* \brief
*/
#include <vector>
#include "register/register.h"
#include "framework/plugin_util.h"
#include "graph/operator.h"
#include "error_util.h"
#include "log/log.h"
namespace domi {
namespace {
const int32_t kInputFilter = 1;
}
* @brief Replace GE ParseParams fuction to process graph depthwise_conv2d_backprop_input node attrs
* @param opSrc the source op info from tf.
* @param op the dest GE op.
* @return status whether this operation success.
*/
static Status ParseParamsDepthwiseConv2DBackpropInput(const ge::Operator& opSrc, ge::Operator& op)
{
if (AutoMappingByOpFn(opSrc, op) != SUCCESS) {
OP_LOGE(GetOpName(op).c_str(), "auto mapping failed.");
return FAILED;
}
ge::TensorDesc orgTensorW = op.GetInputDesc(kInputFilter);
orgTensorW.SetOriginFormat(ge::FORMAT_HWCN);
orgTensorW.SetFormat(ge::FORMAT_HWCN);
auto ret = op.UpdateInputDesc(kInputFilter, orgTensorW);
if (ret != ge::GRAPH_SUCCESS) {
OP_LOGE(GetOpName(op).c_str(), "update filter format failed.");
return FAILED;
}
OP_LOGD(GetOpName(op).c_str(), "update filter format success.");
std::vector<int32_t> padList = {0, 0, 0, 0};
op.SetAttr("pads", padList);
OP_LOGD(GetOpName(op).c_str(), "update pads success.");
return SUCCESS;
}
REGISTER_CUSTOM_OP("DepthwiseConv2DBackpropInput")
.FrameworkType(TENSORFLOW)
.OriginOpType("DepthwiseConv2dNativeBackpropInput")
.ParseParamsByOperatorFn(ParseParamsDepthwiseConv2DBackpropInput)
.ImplyType(ImplyType::TVM);
}