/* * 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 operation_inline.cc */ #include "operation_inline.h" #include #include #include #include #include #include "../../tir/transforms/ir_utils.h" namespace tvm { namespace te { // inliner to inline a function // the result may not be SSA, // ConvertSSA need to be applied after this pass class OperationInliner final : public StmtExprMutator { public: OperationInliner(Operation op, Array args, PrimExpr body) : operation_(op), args_(args), body_(body) {} PrimExpr VisitExpr_(const ProducerLoadNode* op) final { PrimExpr expr = StmtExprMutator::VisitExpr_(op); op = expr.as(); auto tensor = Downcast(op->producer); if (tensor->op.same_as(operation_)) { ICHECK_EQ(tensor->value_index, 0); expr = body_; ICHECK_EQ(args_.size(), op->indices.size()); bool has_side_effect = false; for (size_t i = 0; i < op->indices.size(); ++i) { if (SideEffect(op->indices[i]) > CallEffectKind::kReadState) has_side_effect = true; } if (has_side_effect) { for (size_t i = 0; i < args_.size(); ++i) { expr = Let(args_[i], op->indices[i], expr); } } else { Map vmap; for (size_t i = 0; i < args_.size(); ++i) { // cast indices to the type of the original indexing variable vmap.Set(args_[i], cast(args_[i].dtype(), op->indices[i])); } expr = Substitute(Evaluate(expr), vmap).as()->value; } return expr; } else { return expr; } } private: Operation operation_; Array args_; PrimExpr body_; }; Stmt Inline(Stmt stmt, Operation f, Array args, PrimExpr body) { ICHECK_EQ(f->num_outputs(), 1) << "can only inline output single value operation"; Stmt ret = OperationInliner(f, args, body)(std::move(stmt)); if (ret.same_as(stmt)) return ret; return ConvertSSA(ret); } } // namespace te } // namespace tvm