* 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.
*/
#ifndef AIR_CXX_RUNTIME_V2_KERNEL_INFER_SHAPE_H_
#define AIR_CXX_RUNTIME_V2_KERNEL_INFER_SHAPE_H_
#include "exe_graph/runtime/infer_shape_context.h"
#include "framework/common/debug/ge_log.h"
#include "transfer_shape_according_to_format.h"
#include "graph/utils/type_utils.h"
#include "common/checker.h"
#include "graph/fast_graph/fast_node.h"
namespace gert {
namespace kernel {
enum class CreateOpFromBufferInputIndex {
kOpBuffer,
kOpBufferSize,
kInputNum
};
enum class CompatibleInferShapeOrRangeInputIndex {
kOperator,
kInferFunc,
kInputNum
};
inline ge::graphStatus TransformOutputShape(const ComputeNodeInfo *compute_node_info,
const CompileTimeTensorDesc *output_td,
StorageShape *storage_shape) {
auto expand_dims = output_td->GetExpandDimsType();
GE_CHK_STATUS_RET(expand_dims.Expand(storage_shape->GetOriginShape(), storage_shape->MutableStorageShape()),
"Node %s fail to expand dims.", compute_node_info->GetNodeName());
if (output_td->GetOriginFormat() == output_td->GetStorageFormat()) {
GELOGD("origin_format is the same as storage format[%s], skip transfer shape.",
ge::TypeUtils::FormatToSerialString(output_td->GetOriginFormat()).c_str());
return ge::GRAPH_SUCCESS;
}
bool is_success = transformer::ShapeTransferAccordingToFormat::TransferShape(
output_td->GetOriginFormat(), output_td->GetStorageFormat(), output_td->GetDataType(),
storage_shape->MutableStorageShape());
if (!is_success) {
GELOGE(ge::GRAPH_FAILED, "Fail to transfer node %s output shape according format.",
compute_node_info->GetNodeName());
return ge::GRAPH_FAILED;
}
return ge::GRAPH_SUCCESS;
}
inline ge::graphStatus TransformAllOutputsShape(const ComputeNodeInfo *compute_node_info, KernelContext *context) {
for (size_t index = 0U; index < compute_node_info->GetOutputsNum(); ++index) {
auto output_td = compute_node_info->GetOutputTdInfo(index);
auto storage_shape = context->GetOutputPointer<StorageShape>(index);
GE_ASSERT_NOTNULL(output_td);
GE_ASSERT_NOTNULL(storage_shape);
GE_CHK_STATUS_RET(TransformOutputShape(compute_node_info, output_td, storage_shape),
"Fail to transfer node %s %zu output shape according format.",
compute_node_info->GetNodeName(), index);
}
return ge::GRAPH_SUCCESS;
}
inline ge::graphStatus BuildInferShapeOutputs(const ge::FastNode *node, KernelContext *context) {
(void) node;
auto extend_context = reinterpret_cast<ExtendedKernelContext *>(context);
GE_ASSERT_NOTNULL(extend_context);
for (size_t index = 0; index < context->GetOutputNum(); index++) {
auto chain = context->GetOutput(index);
GE_ASSERT_NOTNULL(chain);
auto output_desc = extend_context->GetOutputDesc(index);
GE_ASSERT_NOTNULL(output_desc);
chain->SetWithDefaultDeleter(new (std::nothrow) Tensor(StorageShape(),
output_desc->GetFormat(), output_desc->GetDataType()));
}
return ge::GRAPH_SUCCESS;
}
* 用于在Kernel Trace中打印输入Shape信息
* @param context 执行时context数据
* @param input_range_start_index 标识输入shape在context中的起始index
* @return 返回输入shape拼接后的字符
*/
std::string PrintInputShapeInfo(const KernelContext *const context, const size_t &input_shape_start_index);
* 用于在Kernel Trace中打印输出Shape信息
* @param context 执行时context数据
* @return 返回输出shape拼接后的字符
*/
std::string PrintOutputShapeInfo(const KernelContext *const context);
* 用于在Kernel Trace中打印结点名字
* @param context 执行时context数据
* @return 返回节点名
*/
std::string PrintNodeType(const KernelContext *context);
}
}
#endif