/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserve. 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 #include namespace paddle { namespace framework { std::shared_ptr OpRegistry::CreateOp(const std::string& type, const VarNameMap& inputs, const VarNameMap& outputs, AttributeMap attrs) { auto it = op_info_map().find(type); PADDLE_ENFORCE(it != op_info_map().end(), "Operator '%s' has not been registered.", type); it->second.checker_->Check(attrs); auto op = it->second.creator_(type, inputs, outputs, attrs); return std::shared_ptr(op); } std::shared_ptr OpRegistry::CreateOp(const OpDesc& op_desc) { VarNameMap inputs = ConvertOpDescVarsToVarNameMap(op_desc.inputs()); VarNameMap outputs = ConvertOpDescVarsToVarNameMap(op_desc.outputs()); AttributeMap attrs; for (auto& attr : op_desc.attrs()) { attrs[attr.name()] = GetAttrValue(attr); } return CreateOp(op_desc.type(), inputs, outputs, attrs); } OperatorBase::VarNameMap OpRegistry::ConvertOpDescVarsToVarNameMap( const google::protobuf::RepeatedPtrField& op_desc_vars) { VarNameMap ret_val; for (auto& var : op_desc_vars) { auto& var_names = ret_val[var.parameter()]; auto& var_names_in_proto = var.arguments(); var_names.reserve(static_cast(var_names_in_proto.size())); std::copy(var_names_in_proto.begin(), var_names_in_proto.end(), std::back_inserter(var_names)); } return ret_val; } std::shared_ptr OpRegistry::CreateGradOp(const OperatorBase& op) { PADDLE_ENFORCE(!op.IsNetOp(), "Use framework::Backward to get backward ops"); std::shared_ptr grad_op(BuildGradOp(&op)); return grad_op; } } // namespace framework } // namespace paddle