/** * Copyright 2019-2020 Huawei Technologies Co., Ltd * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ #include "graph/passes/no_use_reshape_remove_pass.h" #include #include #include "common/op/ge_op_utils.h" #include "external/graph/types.h" #include "framework/common/debug/ge_log.h" #include "framework/common/ge_inner_error_codes.h" #include "graph/passes/pass_utils.h" #include "graph/utils/graph_utils.h" #include "graph/utils/op_desc_utils.h" #include "graph/utils/tensor_utils.h" namespace ge { namespace { const int kReshapeDataIndex = 0; const int kReshapeShapeIndex = 1; } // namespace Status NoUseReshapeRemovePass::Run(ge::NodePtr &node) { GE_CHECK_NOTNULL(node); OpDescPtr op_desc_ptr = node->GetOpDesc(); if (op_desc_ptr == nullptr) { GELOGE(PARAM_INVALID, "NoUseReshapeRemovePass enter. OpDesc is null."); return PARAM_INVALID; } if (op_desc_ptr->GetType() != RESHAPE) { return SUCCESS; } GELOGI("NoUseReshapeRemovePass enter."); bool to_be_deleted = true; // compare input and output dims if (op_desc_ptr->GetAllInputsDesc().empty() || op_desc_ptr->GetAllOutputsDesc().empty()) { GELOGE(INTERNAL_ERROR, "Input or output num is zero. node name:%s, input size:%zu, output size:%zu", op_desc_ptr->GetName().c_str(), op_desc_ptr->GetAllInputsDesc().size(), op_desc_ptr->GetAllOutputsDesc().size()); return INTERNAL_ERROR; } const auto &input_desc = op_desc_ptr->MutableInputDesc(0); const auto &output_desc = op_desc_ptr->MutableOutputDesc(0); GE_CHECK_NOTNULL(input_desc); GE_CHECK_NOTNULL(output_desc); std::vector input_4dims = input_desc->GetShape().GetDims(); std::vector output_4dims = output_desc->GetShape().GetDims(); if (input_desc->GetShape().IsUnknownShape() || output_desc->GetShape().IsUnknownShape()) { GELOGI("Current Reshape %s is unknown shape which should be kept.", op_desc_ptr->GetName().c_str()); return SUCCESS; } if (input_4dims.size() != output_4dims.size()) { GELOGI("Input and output dim size is not equal.Keep this reshape op."); return SUCCESS; } size_t vec_size = input_4dims.size(); for (size_t i = 0; i < vec_size; i++) { if (input_4dims[i] < 0) { GELOGI("Input shape is unknown.Keep this reshape op."); return SUCCESS; } if (input_4dims[i] != output_4dims[i]) { to_be_deleted = false; break; } } if (to_be_deleted) { GELOGI("NoUseReshapeRemovePass remove useless node:%s", node->GetName().c_str()); auto ret = PassUtils::UnlinkNodeWithControlCopy(node, kReshapeShapeIndex); if (ret != SUCCESS) { GELOGE(ret, "DimensionAdjustPass unlink node with control copy fail."); return ret; } return IsolateAndDeleteNode(node, {kReshapeDataIndex}); } return SUCCESS; } } // namespace ge