* 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 flat_quant.cpp
* \brief
*/
#include "register/op_def_registry.h"
namespace ops {
static constexpr float DEFAULT_DST_TYPE_MAX = 0.0;
class FlatQuant : public OpDef {
public:
explicit FlatQuant(const char* name) : OpDef(name)
{
this->Input("x")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT16, ge::DT_BF16})
.Format({ge::FORMAT_ND, ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND, ge::FORMAT_ND});
this->Input("kronecker_p1")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT16, ge::DT_BF16})
.Format({ge::FORMAT_ND, ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND, ge::FORMAT_ND});
this->Input("kronecker_p2")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT16, ge::DT_BF16})
.Format({ge::FORMAT_ND, ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND, ge::FORMAT_ND});
this->Output("out")
.ParamType(REQUIRED)
.DataType({ge::DT_INT4, ge::DT_INT4})
.Format({ge::FORMAT_ND, ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND, ge::FORMAT_ND});
this->Output("quant_scale")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT, ge::DT_FLOAT})
.Format({ge::FORMAT_ND, ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND, ge::FORMAT_ND});
this->Attr("clip_ratio").AttrType(OPTIONAL).Float(1.0);
this->Attr("dst_dtype").AttrType(OPTIONAL).Int(ge::DT_INT4);
this->Attr("dst_type_max").AttrType(OPTIONAL).Float(DEFAULT_DST_TYPE_MAX);
this->AICore().AddConfig("ascend910b");
this->AICore().AddConfig("ascend910_93");
OpAICoreConfig aicConfig;
aicConfig.DynamicCompileStaticFlag(true)
.DynamicFormatFlag(false)
.DynamicRankSupportFlag(true)
.DynamicShapeSupportFlag(true)
.NeedCheckSupportFlag(false)
.ExtendCfgInfo("softsync.flag", "true");
aicConfig.Input("x")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT16, ge::DT_BF16, ge::DT_FLOAT16, ge::DT_BF16})
.Format({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});
aicConfig.Input("kronecker_p1")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT16, ge::DT_BF16, ge::DT_FLOAT16, ge::DT_BF16})
.Format({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});
aicConfig.Input("kronecker_p2")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT16, ge::DT_BF16, ge::DT_FLOAT16, ge::DT_BF16})
.Format({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});
aicConfig.Output("out")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT4_E2M1, ge::DT_FLOAT4_E2M1, ge::DT_INT4, ge::DT_INT4})
.Format({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});
aicConfig.Output("quant_scale")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT8_E8M0, ge::DT_FLOAT8_E8M0, ge::DT_FLOAT, ge::DT_FLOAT})
.Format({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});
aicConfig.ExtendCfgInfo("opFile.value", "flat_quant_apt").ExtendCfgInfo("aclnnSupport.value", "support_aclnn");
this->AICore().AddConfig("ascend950", aicConfig);
}
};
OP_ADD(FlatQuant);
}