* 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 data_compare_def.cpp
* \brief DataCompare 算子定义
*
* 逐元素比较两个张量,统计差异超出容差范围的元素总个数(All Reduce)。
* 输入:x1, x2(同 shape 同 dtype)
* 输出:num(float32 标量)
* 属性:atol(默认 1e-5),rtol(默认 1e-3)
* 无 dim/keep_dims 属性:归约轴固定为 All Reduce(spec.yaml reduction.axis_source: fixed)
*/
#include "register/op_def_registry.h"
namespace ops {
class DataCompare : public OpDef {
public:
explicit DataCompare(const char* name) : OpDef(name)
{
this->Input("x1")
.ParamType(REQUIRED)
.DataType({ge::DT_BF16, ge::DT_FLOAT16, ge::DT_FLOAT, ge::DT_INT8, ge::DT_UINT8, ge::DT_INT32})
.Format({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});
this->Input("x2")
.ParamType(REQUIRED)
.DataType({ge::DT_BF16, ge::DT_FLOAT16, ge::DT_FLOAT, ge::DT_INT8, ge::DT_UINT8, ge::DT_INT32})
.Format({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});
this->Output("num")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT, ge::DT_FLOAT, ge::DT_FLOAT, ge::DT_FLOAT, ge::DT_FLOAT, ge::DT_FLOAT})
.Format({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});
this->Attr("atol").AttrType(OPTIONAL).Float(1e-5f);
this->Attr("rtol").AttrType(OPTIONAL).Float(1e-3f);
OpAICoreConfig aicoreConfig;
aicoreConfig.DynamicCompileStaticFlag(true)
.DynamicFormatFlag(false)
.DynamicRankSupportFlag(true)
.DynamicShapeSupportFlag(true)
.NeedCheckSupportFlag(false)
.ExtendCfgInfo("opFile.value", "data_compare_apt");
this->AICore().AddConfig("ascend950", aicoreConfig);
}
};
OP_ADD(DataCompare);
}