* 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 lightning_indexer_def.cpp
* \brief
*/
#include <cstdint>
#include "register/op_def_registry.h"
namespace ops {
class LightningIndexer : public OpDef {
public:
explicit LightningIndexer(const char *name) : OpDef(name)
{
this->Input("query")
.ParamType(REQUIRED)
.DataType({ge::DT_BF16, ge::DT_FLOAT16, ge::DT_BF16, ge::DT_FLOAT16})
.FormatList({ge::FORMAT_ND})
.AutoContiguous();
this->Input("key")
.ParamType(REQUIRED)
.DataType({ge::DT_BF16, ge::DT_FLOAT16, ge::DT_BF16, ge::DT_FLOAT16})
.FormatList({ge::FORMAT_ND})
.AutoContiguous();
this->Input("weights")
.ParamType(REQUIRED)
.DataType({ge::DT_BF16, ge::DT_FLOAT16, ge::DT_FLOAT, ge::DT_FLOAT})
.FormatList({ge::FORMAT_ND})
.AutoContiguous();
this->Input("actual_seq_lengths_query")
.ParamType(OPTIONAL)
.DataTypeList({ge::DT_INT32})
.FormatList({ge::FORMAT_ND})
.AutoContiguous();
this->Input("actual_seq_lengths_key")
.ParamType(OPTIONAL)
.DataTypeList({ge::DT_INT32})
.FormatList({ge::FORMAT_ND})
.AutoContiguous();
this->Input("block_table")
.ParamType(OPTIONAL)
.DataTypeList({ge::DT_INT32})
.FormatList({ge::FORMAT_ND})
.AutoContiguous();
this->Output("sparse_indices")
.ParamType(REQUIRED)
.DataTypeList({ge::DT_INT32})
.FormatList({ge::FORMAT_ND});
this->Output("sparse_values")
.ParamType(REQUIRED)
.DataType({ge::DT_BF16, ge::DT_FLOAT16, ge::DT_BF16, ge::DT_FLOAT16})
.FormatList({ge::FORMAT_ND});
this->Attr("layout_query").AttrType(OPTIONAL).String("BSND");
this->Attr("layout_key").AttrType(OPTIONAL).String("BSND");
this->Attr("sparse_count").AttrType(OPTIONAL).Int(2048);
this->Attr("sparse_mode").AttrType(OPTIONAL).Int(3);
this->Attr("pre_tokens").AttrType(OPTIONAL).Int(INT64_MAX);
this->Attr("next_tokens").AttrType(OPTIONAL).Int(INT64_MAX);
this->Attr("return_values").AttrType(OPTIONAL).Bool(false);
OpAICoreConfig aicore_config;
aicore_config.DynamicCompileStaticFlag(true)
.DynamicFormatFlag(true)
.DynamicRankSupportFlag(true)
.DynamicShapeSupportFlag(true)
.NeedCheckSupportFlag(false)
.PrecisionReduceFlag(true);
this->AICore().AddConfig("ascend910b", aicore_config);
this->AICore().AddConfig("ascend910_93", aicore_config);
this->AICore().AddConfig("ascend950", aicore_config);
}
};
OP_ADD(LightningIndexer);
}