* 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 basic_lstm_cell_grad_tf_plugin.cpp
* \brief
*/
#include "register/register.h"
#include "framework/plugin_util.h"
#include "graph/operator.h"
#include "log/log.h"
namespace domi {
const int POS_0 = 0;
const int POS_1 = 1;
static Status ParseParamsBasicLSTMCellInputGrad(const ge::Operator& op_src, ge::Operator& op)
{
if (AutoMappingByOpFn(op_src, op) != SUCCESS) {
OP_LOGE(GetOpName(op).c_str(), "tensorflow plugin parser failed. auto mapping failed.");
return FAILED;
}
ge::TensorDesc orgTensorW = op.GetInputDesc(POS_1);
orgTensorW.SetOriginFormat(ge::FORMAT_HWCN);
orgTensorW.SetFormat(ge::FORMAT_HWCN);
auto ret = op.UpdateInputDesc(POS_1, orgTensorW);
if (ret != ge::GRAPH_SUCCESS) {
OP_LOGE(GetOpName(op).c_str(), "update filter format failed.");
return FAILED;
}
return SUCCESS;
}
static Status ParseParamsBasicLSTMCellWeightGrad(const ge::Operator& op_src, ge::Operator& op)
{
if (AutoMappingByOpFn(op_src, op) != SUCCESS) {
OP_LOGE(GetOpName(op).c_str(), "tensorflow plugin parser failed. auto mapping failed.");
return FAILED;
}
ge::TensorDesc orgTensorW = op.GetOutputDesc(POS_0);
orgTensorW.SetOriginFormat(ge::FORMAT_HWCN);
orgTensorW.SetFormat(ge::FORMAT_HWCN);
auto ret = op.UpdateOutputDesc(POS_0, orgTensorW);
if (ret != ge::GRAPH_SUCCESS) {
OP_LOGE(GetOpName(op).c_str(), "update filter format failed.");
return FAILED;
}
return SUCCESS;
}
static Status ParseParamsBasicLSTMCellCStateGrad(const ge::Operator& op_src, ge::Operator& op)
{
if (AutoMappingByOpFn(op_src, op) != SUCCESS) {
OP_LOGE(GetOpName(op).c_str(), "tensorflow plugin parser failed. auto mapping failed.");
return FAILED;
}
return SUCCESS;
}
REGISTER_CUSTOM_OP("BasicLSTMCellCStateGrad")
.FrameworkType(TENSORFLOW)
.OriginOpType("BasicLSTMCellCStateGrad")
.ParseParamsByOperatorFn(ParseParamsBasicLSTMCellCStateGrad)
.ImplyType(ImplyType::TVM);
REGISTER_CUSTOM_OP("BasicLSTMCellWeightGrad")
.FrameworkType(TENSORFLOW)
.OriginOpType("BasicLSTMCellWeightGrad")
.ParseParamsByOperatorFn(ParseParamsBasicLSTMCellWeightGrad)
.ImplyType(ImplyType::TVM);
REGISTER_CUSTOM_OP("BasicLSTMCellInputGrad")
.FrameworkType(TENSORFLOW)
.OriginOpType("BasicLSTMCellInputGrad")
.ParseParamsByOperatorFn(ParseParamsBasicLSTMCellInputGrad)
.ImplyType(ImplyType::TVM);
}