* Copyright (c) 2025 Huawei Technologies Co., Ltd.
* This program is free software, you can redistribute it and/or modify it under the terms and conditions of
* CANN Open Software License Agreement Version 2.0 (the "License").
* Please refer to the License for details. You may not use this file except in compliance with the License.
* THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,
* INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
* See LICENSE in the root of the software repository for the full text of the License.
*/
* \file dead_operation_eliminate.cpp
* \brief
*/
#include "dead_operation_eliminate.h"
#include <queue>
#include <chrono>
#include "interface/tensor/logical_tensor.h"
namespace npu::tile_fwk {
Status DeadOperationEliminator::EliminateDeadOperation(Function& function)
{
DeadOperationEliminator eliminator;
eliminator.EliminateDeadOperationBackward(function);
return SUCCESS;
}
void DeadOperationEliminator::EliminateDeadOperationBackward(Function& function)
{
for (auto& op : function.Operations()) {
op.SetAsNotDeleted();
}
EliminateOperation(function);
}
std::set<Operation*, LogicalTensor::CompareOp> FindProducers(
Operation& op, std::unordered_set<std::shared_ptr<LogicalTensor>>& visitedOperands, Function& function)
{
std::set<Operation*, LogicalTensor::CompareOp> producerOps;
for (const auto& input : op.iOperand) {
if (visitedOperands.count(input) != 0) {
continue;
}
for (const auto& producer : input->GetProducers()) {
if (producer->BelongTo() == &function) {
producerOps.emplace(producer);
}
}
visitedOperands.emplace(input);
}
return producerOps;
}
void DeadOperationEliminator::EliminateOperation(Function& function, bool useSortedOperations, bool sortAfterErase)
{
std::queue<Operation*> q;
std::unordered_set<Operation*> visited;
std::unordered_set<std::shared_ptr<LogicalTensor>> visitedOperands;
for (auto& op : function.Operations(useSortedOperations)) {
bool dontTouch = op.GetBoolAttribute(OpAttributeKey::dontTouch);
if (dontTouch) {
visited.emplace(&op);
q.emplace(&op);
}
}
for (auto& outcast : function.GetOutcast()) {
for (auto op : outcast->GetProducers()) {
if (visited.count(op) != 0) {
continue;
}
visited.emplace(op);
q.emplace(op);
}
}
while (!q.empty()) {
auto op = q.front();
q.pop();
std::set<Operation*, LogicalTensor::CompareOp> producerOps = FindProducers(*op, visitedOperands, function);
for (const auto& producerOp : producerOps) {
if (visited.count(producerOp) != 0) {
continue;
}
visited.emplace(producerOp);
q.emplace(producerOp);
}
}
for (auto& op : function.Operations(useSortedOperations)) {
if (visited.count(&op) == 0) {
op.SetAsDeleted();
}
}
function.EraseOperations(false, sortAfterErase);
}
}