* 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 reduce_std_v2_infershape.cpp
* \brief
*/
#include "op_host/infershape_reduce_util.h"
#include "register/op_impl_registry.h"
#include "util/shape_util.h"
using namespace ge;
namespace ops {
const size_t INPUT_INDEX_X = 0;
const size_t ATTR_INDEX_AXES = 0;
const size_t OUTPUT_INDEX_VAR = 0;
const size_t OUTPUT_INDEX_MEAN = 1;
const size_t VAR_INDEX_ATTR_KEEPDIM = 2;
static ge::graphStatus InferShape4ReduceVar(gert::InferShapeContext* context) {
auto inputShape = context->GetInputShape(INPUT_INDEX_X);
OP_CHECK_NULL_WITH_CONTEXT(context, inputShape);
auto varShape = context->GetOutputShape(OUTPUT_INDEX_VAR);
OP_CHECK_NULL_WITH_CONTEXT(context, varShape);
auto meanShape = context->GetOutputShape(OUTPUT_INDEX_MEAN);
OP_CHECK_NULL_WITH_CONTEXT(context, meanShape);
auto attrs = context->GetAttrs();
OP_CHECK_NULL_WITH_CONTEXT(context, attrs);
auto axesShape = attrs->GetAttrPointer<gert::ContinuousVector>(ATTR_INDEX_AXES);
OP_CHECK_NULL_WITH_CONTEXT(context, axesShape);
if (Ops::Base::IsUnknownRank(*inputShape)) {
Ops::Base::SetUnknownRank(*varShape);
Ops::Base::SetUnknownRank(*meanShape);
return GRAPH_SUCCESS;
}
int64_t inputDimNum = inputShape->GetDimNum();
std::stringstream strs;
std::vector<int64_t> axes;
int64_t axesSize = axesShape->GetSize();
if (axesSize == 0) {
axes.resize(inputDimNum);
for (int64_t i = 0; i < inputDimNum; i++) {
axes[i] = i;
strs << axes[i] << " ";
}
} else {
auto axesData = static_cast<const int64_t*>(axesShape->GetData());
axes.resize(axesSize);
for (int64_t i = 0; i < axesSize; i++) {
axes[i] = axesData[i];
strs << axes[i] << " ";
}
}
const bool* attrKeepDims = attrs->GetAttrPointer<bool>(VAR_INDEX_ATTR_KEEPDIM);
bool keepDims = (attrKeepDims == nullptr) ? false : (*attrKeepDims);
ge::graphStatus inferStat;
if (keepDims) {
inferStat = Ops::Base::ReduceDimsWithKeepDims<int64_t>(inputShape, &axes[0], static_cast<int32_t>(axes.size()), varShape);
} else {
inferStat = Ops::Base::ReduceDimsWithoutKeepDims<int64_t>(inputShape, &axes[0], static_cast<int32_t>(axes.size()), varShape);
}
if (inferStat == ge::GRAPH_SUCCESS) {
*meanShape = *varShape;
OP_LOGD(context->GetNodeName(), "inputShape:%s reduce axes:%s keepDims:%d, get infer varShape:%s meanShape:%s.",
Ops::Base::ToString(*inputShape).c_str(), strs.str().c_str(), keepDims, Ops::Base::ToString(*varShape).c_str(),
Ops::Base::ToString(*meanShape).c_str());
}
return inferStat;
}
IMPL_OP_INFERSHAPE(ReduceStdV2).InferShape(InferShape4ReduceVar);
}