/* * 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 simplify.cc * \brief Statement simplifier based on analyzer */ #include #include #include #include #include #include #include "../../arith/ir_mutator_with_analyzer.h" namespace tvm { namespace arith { using namespace tir; class StmtSimplifier : public IRMutatorWithAnalyzer { public: explicit StmtSimplifier(Analyzer* analyzer) : IRMutatorWithAnalyzer(analyzer) {} using Parent = IRMutatorWithAnalyzer; using Parent::VisitStmt; using Parent::VisitStmt_; PrimExpr VisitExpr(const PrimExpr& expr) final { return analyzer_->Simplify(expr); } Stmt Simplify(Stmt stmt) { return operator()(std::move(stmt)); } Stmt VisitStmt_(const ForNode* op) final { analyzer_->Bind(op->loop_var, Range::FromMinExtent(op->min, op->extent)); With ctx1(analyzer_, op->loop_var >= op->min); With ctx2(analyzer_, op->loop_var < op->min + op->extent); return Parent::VisitStmt_(op); } bool CanInlineLetStmt(const LetStmtNode* op) { if (is_const_number(op->value)) return true; if (op->value.as()) return true; // Won't face the deep expression explosion problem as in Let expression. // attempt to inline as much as possible if the value integer type(can be index). if (!op->value.dtype().is_int()) return false; return SideEffect(op->value) <= CallEffectKind::kPure; } Stmt VisitStmt_(const LetStmtNode* op) { PrimExpr value = this->VisitExpr(op->value); if (CanInlineLetStmt(op)) { // it is fine to discard the let binding // because the call to simplify will always inline the var. analyzer_->Bind(op->var, value); return this->VisitStmt(op->body); } Stmt body = this->VisitStmt(op->body); if (value.same_as(op->value) && body.same_as(op->body)) { return GetRef(op); } else { auto n = this->CopyOnWrite(op); n->value = std::move(value); n->body = std::move(body); return Stmt(n); } } // eliminate useless stores Stmt VisitStmt_(const StoreNode* op) final { Stmt stmt = Parent::VisitStmt_(op); op = stmt.as(); if (const LoadNode* load = op->value.as()) { if (load->buffer_var.same_as(op->buffer_var) && tir::ExprDeepEqual()(load->index, op->index)) { return Evaluate(0); } } return GetRef(op); } }; } // namespace arith namespace tir { namespace transform { Pass Simplify() { auto pass_func = [](PrimFunc f, IRModule m, PassContext ctx) { auto* n = f.CopyOnWrite(); arith::Analyzer analyzer; n->body = arith::StmtSimplifier(&analyzer).Simplify(std::move(n->body)); return f; }; return CreatePrimFuncPass(pass_func, 0, "tir.Simplify", {}); } TVM_REGISTER_GLOBAL("tir.transform.Simplify").set_body_typed(Simplify); } // namespace transform } // namespace tir } // namespace tvm