/** * This is the C++ adaptation and derivative work of Myia (https://github.com/mila-iqia/myia/). * * Copyright 2019 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 "ir/meta_func_graph.h" #include "pipeline/static_analysis/static_analysis.h" #include "pipeline/static_analysis/abstract_function.h" // namespace to support intermediate representation definition namespace mindspore { abstract::AbstractBasePtr MetaFuncGraph::MakeAbstractClosure(const AnfNodePtr &anf_node) { abstract::MetaFuncGraphAbstractClosurePtr meta_func_graph_fn; if (anf_node == nullptr) { meta_func_graph_fn = std::make_shared(shared_from_base()); } else { meta_func_graph_fn = std::make_shared(shared_from_base(), anf_node->scope()); } return meta_func_graph_fn; } FuncGraphPtr MetaFuncGraph::GenerateFuncGraph(const abstract::AbstractBasePtrList &args_spec_list) { TypePtrList types; (void)std::transform(args_spec_list.begin(), args_spec_list.end(), std::back_inserter(types), [](const AbstractBasePtr &arg) -> TypePtr { MS_EXCEPTION_IF_NULL(arg); return arg->BuildType(); }); // filter unsafe characters in log print since name_ is from outside auto iter = cache_.find(types); if (iter == cache_.end()) { FuncGraphPtr fg = GenerateFromTypes(types); MS_EXCEPTION_IF_NULL(fg); MS_LOG(INFO) << "MetaFuncgraph: cache miss for types: " << mindspore::ToString(args_spec_list) << ", g: " << fg->ToString(); cache_[types] = fg; return fg; } else { MS_LOG(DEBUG) << "MetaFuncgraph: cache hit for types: " << mindspore::ToString(args_spec_list) << ", g: " << iter->second->ToString(); return iter->second; } } } // namespace mindspore