/* * 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. */ /*! * * \file src/relay/transforms/defuse_ops.cc * \brief This is an inverse operation of fusion pass. It transforms a fused * program returned by relay::transform::FuseOps into the program before FuseOps. * (i.e., x == DefuseOps(FuseOps(x))) */ #include #include #include #include #include #include "pattern_utils.h" namespace tvm { namespace relay { class DefuseOpsMutator : public ExprMutator { public: class FuncBodyMutator : public ExprMutator { public: explicit FuncBodyMutator(std::unordered_map args) : ExprMutator(), name_to_args_(std::move(args)) {} Expr VisitExpr_(const VarNode* n) { return name_to_args_[n->name_hint()]; } private: std::unordered_map name_to_args_; }; Expr VisitExpr_(const CallNode* n) { auto new_n = ExprMutator::VisitExpr_(n); if (const auto* call = new_n.as()) { if (const auto* func = call->op.as()) { if (func->body->IsInstance()) { std::unordered_map name_to_args; for (size_t i = 0; i < func->params.size(); ++i) { const std::string& pname = func->params[i]->name_hint(); ICHECK(name_to_args.cend() == name_to_args.find(pname)) << "Found multiple parameters share the same variable name `" << pname << "` which introduces uncertainty in DefuseOps pass"; name_to_args[pname] = call->args[i]; } return FuncBodyMutator(std::move(name_to_args)).Mutate(func->body); } } } return new_n; } }; Expr DefuseOps(const Expr& expr) { return DefuseOpsMutator().Mutate(expr); } namespace transform { Pass DefuseOps() { runtime::TypedPackedFunc pass_func = [=](Function f, IRModule m, PassContext pc) { return Downcast(DefuseOps(f)); }; return CreateFunctionPass(pass_func, 3, "DefuseOps", {"InferType"}); } TVM_REGISTER_GLOBAL("relay._transform.DefuseOps").set_body_typed(DefuseOps); } // namespace transform } // namespace relay } // namespace tvm