ops-math/conversion/trilu/op_host/trilu_def.cpp-代码预览-ops-math:基于 CANN 的数学类算子库项目

/**
 * Copyright (c) 2026 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 trilu_def.cpp
 * \brief OpDef for trilu operator (v2.0: reuse triu/tril triangulator).
 *
 * dtype combinations: 15 x-dtype x 2 k-dtype (int32/int64) = 30 combinations.
 * k declares ValueDepend(OPTIONAL) so tiling can read its value.
 */

#include "register/op_def_registry.h"

namespace ops {
class Trilu : public OpDef {
public:
    explicit Trilu(const char* name) : OpDef(name)
    {
        // 15 x-dtypes, each paired with k=int32 and k=int64 => 30 combinations.
        // x/y ordering: bf16,bf16,f16,f16,f32,f32,i64,i64,u64,u64,i32,i32,u32,u32,
        //               i16,i16,u16,u16,i8,i8,u8,u8,double,double,c32,c32,c64,c64,bool,bool
        this->Input("x")
            .ParamType(REQUIRED)
            .DataType({ge::DT_BF16,      ge::DT_BF16,      ge::DT_FLOAT16,   ge::DT_FLOAT16, ge::DT_FLOAT,
                       ge::DT_FLOAT,     ge::DT_INT64,     ge::DT_INT64,     ge::DT_UINT64,  ge::DT_UINT64,
                       ge::DT_INT32,     ge::DT_INT32,     ge::DT_UINT32,    ge::DT_UINT32,  ge::DT_INT16,
                       ge::DT_INT16,     ge::DT_UINT16,    ge::DT_UINT16,    ge::DT_INT8,    ge::DT_INT8,
                       ge::DT_UINT8,     ge::DT_UINT8,     ge::DT_DOUBLE,    ge::DT_DOUBLE,  ge::DT_COMPLEX32,
                       ge::DT_COMPLEX32, ge::DT_COMPLEX64, ge::DT_COMPLEX64, ge::DT_BOOL,    ge::DT_BOOL})
            .Format({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})
            .UnknownShapeFormat({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})
            .AutoContiguous();

        this->Input("k")
            .ParamType(OPTIONAL)
            .ValueDepend(OPTIONAL)
            .DataType({ge::DT_INT32, ge::DT_INT64, ge::DT_INT32, ge::DT_INT64, ge::DT_INT32, ge::DT_INT64,
                       ge::DT_INT32, ge::DT_INT64, ge::DT_INT32, ge::DT_INT64, ge::DT_INT32, ge::DT_INT64,
                       ge::DT_INT32, ge::DT_INT64, ge::DT_INT32, ge::DT_INT64, ge::DT_INT32, ge::DT_INT64,
                       ge::DT_INT32, ge::DT_INT64, ge::DT_INT32, ge::DT_INT64, ge::DT_INT32, ge::DT_INT64,
                       ge::DT_INT32, ge::DT_INT64, ge::DT_INT32, ge::DT_INT64, ge::DT_INT32, ge::DT_INT64})
            .Format({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})
            .UnknownShapeFormat({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});

        this->Output("y")
            .ParamType(REQUIRED)
            .DataType({ge::DT_BF16,      ge::DT_BF16,      ge::DT_FLOAT16,   ge::DT_FLOAT16, ge::DT_FLOAT,
                       ge::DT_FLOAT,     ge::DT_INT64,     ge::DT_INT64,     ge::DT_UINT64,  ge::DT_UINT64,
                       ge::DT_INT32,     ge::DT_INT32,     ge::DT_UINT32,    ge::DT_UINT32,  ge::DT_INT16,
                       ge::DT_INT16,     ge::DT_UINT16,    ge::DT_UINT16,    ge::DT_INT8,    ge::DT_INT8,
                       ge::DT_UINT8,     ge::DT_UINT8,     ge::DT_DOUBLE,    ge::DT_DOUBLE,  ge::DT_COMPLEX32,
                       ge::DT_COMPLEX32, ge::DT_COMPLEX64, ge::DT_COMPLEX64, ge::DT_BOOL,    ge::DT_BOOL})
            .Format({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})
            .UnknownShapeFormat({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})
            .AutoContiguous();

        this->Attr("upper").AttrType(OPTIONAL).Int(int64_t(0));

        OpAICoreConfig aicoreConfig;
        aicoreConfig.DynamicCompileStaticFlag(true)
            .DynamicFormatFlag(false)
            .DynamicRankSupportFlag(true)
            .DynamicShapeSupportFlag(true)
            .NeedCheckSupportFlag(false)
            .PrecisionReduceFlag(true)
            .ExtendCfgInfo("opFile.value", "trilu_apt");
        this->AICore().AddConfig("ascend950", aicoreConfig);
    }
};
OP_ADD(Trilu);
} // namespace ops