/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information * regarding copyright ownership. The ASF licenses this file * to you 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. */ /*! * Copyright (c) 2018 by Contributors * * \file to_gnf.cc * * \brief Turn A normal form into graph normal form. */ #include <tvm/relay/analysis.h> #include <tvm/relay/expr_functor.h> #include <tvm/relay/transform.h> #include "let_list.h" namespace tvm { namespace relay { class UseVarVisitor : public ExprVisitor { public: explicit UseVarVisitor(const Var& v) : v(v) { } static bool UseVar(const Var& v, const Expr& e) { UseVarVisitor uv(v); uv(e); return uv.use_var; } private: bool use_var = false; Var v; void VisitExpr_(const VarNode* vn) override { use_var = use_var || (v == GetRef<Var>(vn)); } }; class GNF : public ExprMutator { private: std::unordered_map<Var, Expr, NodeHash, NodeEqual> var_map_; Expr VisitExpr_(const VarNode* vn) override { Var v = GetRef<Var>(vn); return var_map_.count(v) == 0 ? v : var_map_.at(v); } static bool UseVar(const Var& v, const Expr& e) { return UseVarVisitor::UseVar(v, e); } static Expr WrapRec(const Var& var, const Expr& val) { return UseVar(var, val) ? LetNode::make(var, val, var) : val; } Expr VisitExpr_(const LetNode* ln) override { var_map_.insert(std::pair<Var, Expr>(ln->var, WrapRec(ln->var, VisitExpr(ln->value)))); return VisitExpr(ln->body); } }; Expr ToGraphNormalForm(const Expr& e) { return GNF()(e); } namespace transform { Pass ToGraphNormalForm() { runtime::TypedPackedFunc<Function(Function, Module, PassContext)> pass_func = [=](Function f, Module m, PassContext pc) { return Downcast<Function>(ToGraphNormalForm(f)); }; return CreateFunctionPass(pass_func, 1, "ToGraphNormalForm", {}); } TVM_REGISTER_API("relay._transform.ToGraphNormalForm") .set_body_typed(ToGraphNormalForm); } // namespace transform } // namespace relay } // namespace tvm