/** * 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/folding_kernel/expanddims_kernel.h" #include #include "common/ge_inner_error_codes.h" #include "common/op/ge_op_utils.h" #include "common/types.h" #include "framework/common/debug/ge_log.h" #include "graph/passes/folding_kernel/kernel_utils.h" #include "inc/kernel_factory.h" namespace ge { namespace { const int kExpandDimsIndexZero = 0; const size_t kExpandDimsOutputDescNum = 1; const size_t kExpandDimsInputNum = 2; } // namespace Status ExpanddimsKernel::Compute(const NodePtr &node_ptr) { GELOGI("Expanddims dimension kernel in."); if (node_ptr == nullptr) { GELOGE(PARAM_INVALID, "parameter is nullptr"); return PARAM_INVALID; } Status ret = KernelUtils::CheckDimensionNodeInfo(node_ptr); if (ret != SUCCESS) { GELOGW("GetDimensionNodeInfo failed"); return ret; } if (!KernelUtils::CheckFormatSupported(node_ptr)) { GELOGW("CheckFormatSupported failed"); return NOT_CHANGED; } GELOGI("Expanddims dimension kernel success."); return SUCCESS; } Status ExpanddimsKernel::Compute(const ge::OpDescPtr op_desc_ptr, const std::vector &input, std::vector &v_output) { GELOGI("Expanddims folding kernel in."); if (op_desc_ptr == nullptr) { GELOGE(PARAM_INVALID, "Input opdesc is nullptr."); return PARAM_INVALID; } if ((input.size() != kExpandDimsInputNum) || (op_desc_ptr->GetOutputsSize() != kExpandDimsOutputDescNum)) { GELOGW("Unexpected ExpandDims node, node input size: %zu, node output size: %zu, node name: %s", input.size(), op_desc_ptr->GetOutputsSize(), op_desc_ptr->GetName().c_str()); return NOT_CHANGED; } auto output_tensor_desc = op_desc_ptr->GetOutputDesc(kExpandDimsIndexZero); GeTensorPtr output_ptr = MakeShared(output_tensor_desc); if (output_ptr == nullptr) { GELOGE(MEMALLOC_FAILED, "Failed to fold node %s, out of memory", op_desc_ptr->GetName().c_str()); return NOT_CHANGED; } // print output tensor information, and will be deleted GELOGI("Expanddims op %s output tensor data size is %zu", op_desc_ptr->GetName().c_str(), output_ptr->GetData().size()); size_t data_dim_size = output_ptr->GetTensorDesc().GetShape().GetDims().size(); GELOGI("Expanddims op %s output tensor dim size is %zu", op_desc_ptr->GetName().c_str(), data_dim_size); if (output_ptr->SetData(input.at(kExpandDimsIndexZero)->GetData()) != GRAPH_SUCCESS) { GELOGW("Compute: SetData failed"); } v_output.emplace_back(output_ptr); GELOGI("Expanddims folding kernel success."); return SUCCESS; } REGISTER_KERNEL(EXPANDDIMS, ExpanddimsKernel); } // namespace ge