2f541bc3创建于 2025年12月21日历史提交
/**
 * 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 deformable_conv2d.cpp
 * \brief
 */
#include "register/op_def_registry.h"

namespace ops {
    class DeformableConv2d : public OpDef {
    public:
        explicit DeformableConv2d(const char* name) : OpDef(name) {
            this->Input("x")
                .ParamType(REQUIRED)
                .DataType({ge::DT_FLOAT, ge::DT_FLOAT16, ge::DT_BF16})
                .Format({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND})
                .UnknownShapeFormat({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND});
            this->Input("weight")
                .ParamType(REQUIRED)
                .DataType({ge::DT_FLOAT, ge::DT_FLOAT16, ge::DT_BF16})
                .Format({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND})
                .UnknownShapeFormat({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND});
            this->Input("offset")
                .ParamType(REQUIRED)
                .DataType({ge::DT_FLOAT, ge::DT_FLOAT16, ge::DT_BF16})
                .Format({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND})
                .UnknownShapeFormat({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND});
            this->Input("bias")
                .ParamType(OPTIONAL)
                .DataType({ge::DT_FLOAT, ge::DT_FLOAT16, ge::DT_BF16})
                .Format({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND})
                .UnknownShapeFormat({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND});

            this->Output("out")
                .ParamType(REQUIRED)
                .DataType({ge::DT_FLOAT, ge::DT_FLOAT16, ge::DT_BF16})
                .Format({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND})
                .UnknownShapeFormat({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND});
            this->Output("deform_out")
                .ParamType(REQUIRED)
                .DataType({ge::DT_FLOAT, ge::DT_FLOAT16, ge::DT_BF16})
                .Format({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND})
                .UnknownShapeFormat({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND});

            this->Attr("kernel_size").AttrType(REQUIRED).ListInt();
            this->Attr("stride").AttrType(REQUIRED).ListInt();
            this->Attr("padding").AttrType(REQUIRED).ListInt();
            this->Attr("dilation").AttrType(OPTIONAL).ListInt({1,1,1,1});
            this->Attr("groups").AttrType(OPTIONAL).Int(1);
            this->Attr("deformable_groups").AttrType(OPTIONAL).Int(1);
            this->Attr("modulated").AttrType(OPTIONAL).Bool(true);
            this->AICore().AddConfig("ascend910b");
            this->AICore().AddConfig("ascend910_93");
        }
    };
    OP_ADD(DeformableConv2d);
}