* 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 infershape_broadcast_util.cpp
* \brief
*/
#include "op_common/op_host/util/shape_util.h"
#include "op_common/log/log.h"
#include "op_common/op_host/infershape_broadcast_util.h"
namespace Ops {
namespace Base {
using namespace ge;
static bool BroadcastDim(int64_t& dim1, const int64_t dim2)
{
dim -1 0 1 d2
-1 -1 0 -1 d2
0 0 0 0 E
1 -1 0 1 d2
d1 d1 E d1 E
*/
if (dim1 == dim2) {
return true;
}
if ((dim1 != 1) && (dim2 != 1)) {
if ((dim1 == -1) || (dim2 == -1)) {
dim1 = (dim1 == -1) ? dim2 : dim1;
return true;
}
OP_LOGE("BroadcastDim", "%ld and %ld cannot broadcast!", dim1, dim2);
return false;
}
dim1 = (dim1 == 1) ? dim2 : dim1;
return true;
}
* @brief: broadcast new shape to output shape
* @param [in] shape: const gert::Shape*, new shape to broadcast
* @param [in/out] shapeOutput: gert::Shape*, output shape
* @return succeed or not
*/
static bool BroadcastShapeToOutShape(const gert::Shape* shape, gert::Shape* shapeOutput)
{
OP_LOGD("BroadcastShapeToOutShape", "start broadcast %s to %s!", ToString(*shape).c_str(),
ToString(*shapeOutput).c_str());
if (IsUnknownRank(*shape) || IsUnknownRank(*shapeOutput)) {
OP_LOGD("BroadcastShapeToOutShape", "the input shape is [-2], set output shape is [-2]!");
SetUnknownRank(*shapeOutput);
return true;
}
size_t shapeLen = shape->GetDimNum();
size_t shapeYLen = shapeOutput->GetDimNum();
if (shapeLen > shapeYLen) {
shapeOutput->SetDimNum(shapeLen);
size_t lenSub = shapeLen - shapeYLen;
for (size_t i = shapeYLen; i > 0; i--) {
int64_t dim1 = shape->GetDim(lenSub + i - 1);
int64_t dim2 = shapeOutput->GetDim(i - 1);
OP_CHECK_IF(!BroadcastDim(dim1, dim2),
OP_LOGE("BroadcastShapeToOutShape", "%ld and %ld cannot broadcast!", dim1, dim2), return false);
shapeOutput->SetDim(lenSub + i - 1, dim1);
}
for (size_t i = 0; i < lenSub; i++) {
shapeOutput->SetDim(i, shape->GetDim(i));
}
} else {
auto lenSub = shapeYLen - shapeLen;
for (size_t i = 0; i < shapeLen; i++) {
int64_t dim1 = shapeOutput->GetDim(lenSub + i);
int64_t dim2 = shape->GetDim(i);
OP_CHECK_IF(!BroadcastDim(dim1, dim2),
OP_LOGE("BroadcastShapeToOutShape", "%ld and %ld cannot broadcast!", dim1, dim2), return false);
shapeOutput->SetDim(lenSub + i, dim1);
}
}
return true;
}
bool BroadcastShape(const gert::Shape* in1Shape, const gert::Shape* in2Shape, gert::Shape* outShape)
{
*outShape = *in1Shape;
OP_CHECK_IF(!BroadcastShapeToOutShape(in2Shape, outShape),
OP_LOGE("BroadcastShape", "shape %s and %s cannot broadcast!", ToString(*in2Shape).c_str(),
ToString(*in1Shape).c_str()),
return false);
return true;
}
bool BroadcastShape(const std::vector<const gert::Shape*>& inShapes, gert::Shape* outShape)
{
size_t size = inShapes.size();
OP_CHECK_IF(size == 0, OP_LOGE("BroadcastShape", "inShapes is empty!"), return false);
*outShape = *inShapes[0];
for (size_t i = 1UL; i < size; i++) {
OP_CHECK_IF(!BroadcastShapeToOutShape(inShapes[i], outShape),
OP_LOGE("BroadcastShape", "intput shapes %s cannot broadcast!", ToString(inShapes).c_str()),
return false);
}
return true;
}
ge::graphStatus InferShape4Broadcast(gert::InferShapeContext* context)
{
auto inShape1 = context->GetInputShape(0);
OP_CHECK_NULL_WITH_CONTEXT(context, inShape1);
auto inShape2 = context->GetInputShape(1);
OP_CHECK_NULL_WITH_CONTEXT(context, inShape2);
auto outShape = context->GetOutputShape(0);
OP_CHECK_NULL_WITH_CONTEXT(context, outShape);
OP_CHECK_IF(!BroadcastShape(inShape1, inShape2, outShape),
OP_LOGE(context->GetNodeName(), "InferShape4Broadcast shape %s and %s cannot broadcast!",
ToString(*inShape2).c_str(), ToString(*inShape1).c_str()),
return ge::GRAPH_FAILED);
return ge::GRAPH_SUCCESS;
}
ge::graphStatus InferShape4Broadcast(gert::InferShapeContext* context, size_t inputNum)
{
if (inputNum == 0) {
OP_LOGE(context, "InferShape4Broadcast input num:%zu is invalid!", inputNum);
return ge::GRAPH_FAILED;
}
std::vector<const gert::Shape*> inShapes(inputNum);
for (size_t i = 0; i < inputNum; i++) {
auto inShape = context->GetInputShape(i);
OP_CHECK_NULL_WITH_CONTEXT(context, inShape);
inShapes[i] = inShape;
}
auto outShape = context->GetOutputShape(0);
OP_CHECK_NULL_WITH_CONTEXT(context, outShape);
OP_CHECK_IF(!BroadcastShape(inShapes, outShape), OP_LOGE(context, "BroadcastShape failed!"),
return ge::GRAPH_FAILED);
return ge::GRAPH_SUCCESS;
}
}
}