* Copyright (c) 2026 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 index_outcast_checker.cpp
* \brief
*/
#include <utility>
#include "passes/pass_log/pass_log.h"
#include "passes/pass_utils/pass_utils.h"
#include "passes/pass_utils/graph_utils.h"
#include "tilefwk/error_code.h"
#include "inplace_conflict_checker.h"
#define MODULE_NAME "InplaceConflictChecker"
namespace npu {
namespace tile_fwk {
constexpr size_t DST_TILE_INPUT_PARAM_INDEX = 2;
pypto.scatter_update()约束需要原地写法x = pypto.scatter_update(x, -2, y, z)操作结果会写回到x
如果x同时作为其它OP的输入,无法保证读取到的是scatter_update更新后的值
*/
Status InplaceConflictChecker::CheckIndexOutcastDisorderedCoverage(Function& function)
{
TensorSet allTensors = GraphUtils::GetAllTensors(function);
for (const auto& tensor : allTensors) {
if (tensor->GetConsumers().size() <= 1) {
continue;
}
for (const auto& consumerOp : tensor->GetConsumers()) {
if (consumerOp->GetOpcode() != Opcode::OP_INDEX_OUTCAST) {
continue;
}
if (consumerOp->GetIOperands().size() <= DST_TILE_INPUT_PARAM_INDEX ||
consumerOp->GetIOperands()[DST_TILE_INPUT_PARAM_INDEX]->GetMagic() != tensor->GetMagic()) {
continue;
}
APASS_LOG_WARN_F(
Elements::Tensor, "Tensor[%d] is the dst of OP_INDEX_OUTCAST, it can't be input of other OP.",
tensor->GetMagic());
return FAILED;
}
}
return SUCCESS;
}
tensor -> view/reshape -> 其他原地操作
场景,如果tensor还作为了其他Op的输入,则无法确认其他Op从tensor中取到的值是被原地操作更新前还是跟新后的值
*/
Status InplaceConflictChecker::CheckInplaceOperationConflict(Function& function)
{
TensorSet allTensors = GraphUtils::GetAllTensors(function);
for (const auto& tensor : allTensors) {
if (tensor->GetConsumers().size() <= 1) {
continue;
}
std::unordered_set<Opcode> checkOpSet = {Opcode::OP_RESHAPE, Opcode::OP_VIEW};
for (const auto& consumerOp : tensor->GetConsumers()) {
if (checkOpSet.count(consumerOp->GetOpcode()) == 0) {
continue;
}
APASS_LOG_WARN_F(
Elements::Tensor,
"Tensor[%d] is the input of multiple operations, and contains inplace operation, the precision may "
"be abnormal.",
tensor->GetMagic());
return FAILED;
}
}
return SUCCESS;
}
}
}