* 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 top_k_v2_def.cpp
* \brief top_k_v2 def
*/
#include <cstdint>
#include "register/op_def_registry.h"
namespace ops {
static const std::vector<ge::DataType> valuesDataType = {ge::DT_INT64, ge::DT_INT32, ge::DT_INT16, ge::DT_INT8,
ge::DT_UINT32, ge::DT_UINT16, ge::DT_UINT8, ge::DT_BF16,
ge::DT_FLOAT16, ge::DT_FLOAT, ge::DT_UINT64,
ge::DT_INT64, ge::DT_INT32, ge::DT_INT16, ge::DT_INT8,
ge::DT_UINT32, ge::DT_UINT16, ge::DT_UINT8, ge::DT_BF16,
ge::DT_FLOAT16, ge::DT_FLOAT, ge::DT_UINT64,
ge::DT_INT64, ge::DT_INT32, ge::DT_INT16, ge::DT_INT8,
ge::DT_UINT32, ge::DT_UINT16, ge::DT_UINT8, ge::DT_BF16,
ge::DT_FLOAT16, ge::DT_FLOAT, ge::DT_UINT64,
ge::DT_INT64, ge::DT_INT32, ge::DT_INT16, ge::DT_INT8,
ge::DT_UINT32, ge::DT_UINT16, ge::DT_UINT8, ge::DT_BF16,
ge::DT_FLOAT16, ge::DT_FLOAT, ge::DT_UINT64};
static const std::vector<ge::Format> topKFormat = {ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND,
ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND,
ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND,
ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND,
ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND,
ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND,
ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND,
ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND,
ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND,
ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND,
ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND,
ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND};
static const std::vector<ge::DataType> indicesDataType = {ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32,
ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32,
ge::DT_INT32, ge::DT_INT32, ge::DT_INT32,
ge::DT_INT64, ge::DT_INT64, ge::DT_INT64, ge::DT_INT64,
ge::DT_INT64, ge::DT_INT64, ge::DT_INT64, ge::DT_INT64,
ge::DT_INT64, ge::DT_INT64, ge::DT_INT64,
ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32,
ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32,
ge::DT_INT32, ge::DT_INT32, ge::DT_INT32,
ge::DT_INT64, ge::DT_INT64, ge::DT_INT64, ge::DT_INT64,
ge::DT_INT64, ge::DT_INT64, ge::DT_INT64, ge::DT_INT64,
ge::DT_INT64, ge::DT_INT64, ge::DT_INT64};
static const std::vector<ge::DataType> kDataType = {ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32,
ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32,
ge::DT_INT32, ge::DT_INT32, ge::DT_INT32,
ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32,
ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32,
ge::DT_INT32, ge::DT_INT32, ge::DT_INT32,
ge::DT_INT64, ge::DT_INT64, ge::DT_INT64, ge::DT_INT64,
ge::DT_INT64, ge::DT_INT64, ge::DT_INT64, ge::DT_INT64,
ge::DT_INT64, ge::DT_INT64, ge::DT_INT64,
ge::DT_INT64, ge::DT_INT64, ge::DT_INT64, ge::DT_INT64,
ge::DT_INT64, ge::DT_INT64, ge::DT_INT64, ge::DT_INT64,
ge::DT_INT64, ge::DT_INT64, ge::DT_INT64};
class TopKV2: public OpDef {
public:
explicit TopKV2(const char* name) : OpDef(name) {
this->Input("x")
.ParamType(REQUIRED)
.DataType(valuesDataType)
.Format({topKFormat});
this->Input("k")
.ParamType(REQUIRED)
.DataType(kDataType)
.Format({topKFormat});
this->Output("values")
.ParamType(REQUIRED)
.DataType(valuesDataType)
.Format({topKFormat});
this->Output("indices" )
.ParamType(REQUIRED)
.DataType(indicesDataType)
.Format(topKFormat);
this->Attr("sorted").AttrType(OPTIONAL).Bool(true);
this->Attr("dim").AttrType(OPTIONAL).Int(-1);
this->Attr("largest").AttrType(OPTIONAL).Bool(true);
this->Attr("indices_dtype").AttrType(OPTIONAL).Int(ge::DT_INT32);
OpAICoreConfig aicoreConfig;
aicoreConfig.DynamicCompileStaticFlag(true)
.DynamicFormatFlag(false)
.DynamicRankSupportFlag(true)
.DynamicShapeSupportFlag(true)
.NeedCheckSupportFlag(false)
.ExtendCfgInfo("opFile.value", "top_k_v2_apt")
.ExtendCfgInfo("opInterface.value", "top_k_v2");
this->AICore().AddConfig("ascend950", aicoreConfig);
}
};
OP_ADD(TopKV2);
}
