* 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 concat_infershape.cpp
* \brief
*/
#include "concat_infershape.h"
#include "log/log.h"
#include "op_api/op_util.h"
using namespace ge;
namespace ops {
ge::graphStatus ConcatInferShapeCommon(
gert::InferShapeContext* context, const int64_t dynamic_input_idx, int64_t num_concat, int64_t axis)
{
auto in_shape = context->GetDynamicInputShape(dynamic_input_idx, 0);
OP_CHECK_NULL_WITH_CONTEXT(context, in_shape);
OP_LOGD(context->GetNodeName(), "input_shape 0:%s", Ops::Base::ToString(*in_shape).c_str());
auto out_shape = context->GetOutputShape(0);
OP_CHECK_NULL_WITH_CONTEXT(context, out_shape);
*out_shape = *in_shape;
if (num_concat == 1) {
return ge::GRAPH_SUCCESS;
}
if (out_shape->IsScalar()) {
out_shape->AppendDim(1);
}
size_t output_dim = out_shape->GetDimNum();
OP_CHECK_IF(
!IsDimValid(output_dim, axis),
OP_LOGE(context->GetNodeName(), "%s", GenInvalidDimMsg("concat_dim", output_dim, axis).c_str()),
return ge::GRAPH_FAILED);
if (axis < 0) {
axis += output_dim;
}
int64_t concat_dim_size = out_shape->GetDim(axis);
for (int64_t relative_index = 1; relative_index < num_concat; relative_index++) {
const gert::Shape* input_i_shape = context->GetDynamicInputShape(dynamic_input_idx, relative_index);
OP_LOGD(
context->GetNodeName(), "input_shape %ld:%s", relative_index, Ops::Base::ToString(*input_i_shape).c_str());
if (input_i_shape->IsScalar() && output_dim == 1) {
concat_dim_size += 1;
continue;
}
if (input_i_shape->GetDimNum() != output_dim) {
OP_LOGE(
context->GetNodeName(), "shape[%" PRId64 "].GetDimNum %zu, must be equal to %zu!", relative_index,
input_i_shape->GetDimNum(), output_dim);
return ge::GRAPH_FAILED;
}
for (int64_t check_dim = 0; check_dim < static_cast<int64_t>(output_dim); check_dim++) {
if (check_dim != axis && input_i_shape->GetDim(check_dim) != out_shape->GetDim(check_dim)) {
OP_LOGE(
context->GetNodeName(),
"shape[%" PRId64 "][%" PRId64 "] is %" PRId64 ", must be equal to %" PRId64 "!", relative_index,
check_dim, input_i_shape->GetDim(check_dim), out_shape->GetDim(check_dim));
return ge::GRAPH_FAILED;
}
}
concat_dim_size += input_i_shape->GetDim(axis);
}
out_shape->SetDim(axis, concat_dim_size);
OP_LOGD(context->GetNodeName(), "output_shape:%s", Ops::Base::ToString(*out_shape).c_str());
return ge::GRAPH_SUCCESS;
}
template <typename T>
inline static int64_t GetConcatDim(gert::InferShapeContext* context, int64_t dimIdx)
{
auto concatDimTensor = context->GetRequiredInputTensor(dimIdx);
OP_CHECK_NULL_WITH_CONTEXT(context, concatDimTensor);
const T* concatDimValPtr = concatDimTensor->GetData<T>();
OP_CHECK_NULL_WITH_CONTEXT(context, concatDimValPtr);
int64_t concatDim = concatDimValPtr[0];
return concatDim;
}
ge::graphStatus InferShapeForConcatAndConcatV2(gert::InferShapeContext* context, int64_t inputIdx, int64_t dimIdx)
{
auto computeNodeInfo = context->GetComputeNodeInfo();
OP_CHECK_NULL_WITH_CONTEXT(context, computeNodeInfo);
auto anchorInstanceInfo = computeNodeInfo->GetInputInstanceInfo(inputIdx);
OP_CHECK_NULL_WITH_CONTEXT(context, anchorInstanceInfo);
int64_t inputNum = static_cast<int64_t>(anchorInstanceInfo->GetInstanceNum());
auto concatDimPtr = context->GetRequiredInputDesc(dimIdx);
OP_CHECK_NULL_WITH_CONTEXT(context, concatDimPtr);
ge::DataType concatDimType = concatDimPtr->GetDataType();
int64_t concatDim = 0;
if (concatDimType == ge::DT_INT32) {
concatDim = GetConcatDim<int32_t>(context, dimIdx);
} else {
concatDim = GetConcatDim<int64_t>(context, dimIdx);
}
return ConcatInferShapeCommon(context, inputIdx, inputNum, concatDim);
}
static ge::graphStatus InferShape4Concat(gert::InferShapeContext* context)
{
return InferShapeForConcatAndConcatV2(context, INPUT_IDX, INDEX_CONCAT_DIM);
}
IMPL_OP_INFERSHAPE(Concat).InferShape(InferShape4Concat).InputsDataDependency({INDEX_CONCAT_DIM});
}