* 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 dynamic_quant_v2_def.cpp
* \brief
*/
#include "register/op_def_registry.h"
namespace ops {
class DynamicQuantV2 : public OpDef
{
public:
explicit DynamicQuantV2(const char* name) : OpDef(name)
{
this->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})
.AutoContiguous();
this->Input("smooth_scales")
.ParamType(OPTIONAL)
.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})
.AutoContiguous();
this->Input("group_index")
.ParamType(OPTIONAL)
.DataType({ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32})
.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})
.AutoContiguous();
this->Output("y")
.ParamType(REQUIRED)
.DataType({ge::DT_INT8, ge::DT_INT8, 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});
this->Output("scale")
.ParamType(REQUIRED)
.DataType({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})
.UnknownShapeFormat({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND});
this->Output("offset")
.ParamType(REQUIRED)
.DataType({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})
.UnknownShapeFormat({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND});
this->Attr("dst_type").AttrType(OPTIONAL).Int(ge::DT_INT8);
this->AICore().AddConfig("ascend910b");
this->AICore().AddConfig("ascend910_93");
OpAICoreConfig config_310p_910;
config_310p_910.Input("x")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT16})
.Format({ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND})
.AutoContiguous();
config_310p_910.Input("smooth_scales")
.ParamType(OPTIONAL)
.DataType({ge::DT_FLOAT16})
.Format({ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND})
.AutoContiguous();
config_310p_910.Input("group_index")
.ParamType(OPTIONAL)
.DataType({ge::DT_INT32})
.Format({ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND})
.AutoContiguous();
config_310p_910.Output("y")
.ParamType(REQUIRED)
.DataType({ge::DT_INT8})
.Format({ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND});
config_310p_910.Output("scale")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT})
.Format({ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND});
config_310p_910.Output("offset")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT})
.Format({ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND});
config_310p_910.DynamicCompileStaticFlag(true).DynamicRankSupportFlag(true).DynamicShapeSupportFlag(true);
this->AICore().AddConfig("ascend310p", config_310p_910);
this->AICore().AddConfig("ascend910", config_310p_910);
OpAICoreConfig config310P;
config310P.Input("x")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT16})
.Format({ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND})
.AutoContiguous();
config310P.Input("smooth_scales")
.ParamType(OPTIONAL)
.DataType({ge::DT_FLOAT16})
.Format({ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND})
.AutoContiguous();
config310P.Input("group_index")
.ParamType(OPTIONAL)
.DataType({ge::DT_INT32})
.Format({ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND})
.AutoContiguous();
config310P.Output("y")
.ParamType(REQUIRED)
.DataType({ge::DT_INT8})
.Format({ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND});
config310P.Output("scale")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT})
.Format({ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND});
config310P.Output("offset")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT})
.Format({ge::FORMAT_ND})
.UnknownShapeFormat({ge::FORMAT_ND});
config310P.DynamicCompileStaticFlag(true).DynamicRankSupportFlag(true).DynamicShapeSupportFlag(true);
this->AICore().AddConfig("ascend310p", config310P);
this->AICore().AddConfig("kirinx90", config310P);
this->AICore().AddConfig("kirin9030", config310P);
OpAICoreConfig config950;
config950.Input("x")
.ParamType(REQUIRED)
.DataType(
{ge::DT_FLOAT16, ge::DT_BF16, ge::DT_FLOAT16, ge::DT_BF16, ge::DT_FLOAT16, ge::DT_BF16, 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, 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})
.AutoContiguous();
config950.Input("smooth_scales")
.ParamType(OPTIONAL)
.DataType(
{ge::DT_FLOAT16, ge::DT_BF16, ge::DT_FLOAT16, ge::DT_BF16, ge::DT_FLOAT16, ge::DT_BF16, 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, 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})
.AutoContiguous();
config950.Input("group_index")
.ParamType(OPTIONAL)
.DataType(
{ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32,
ge::DT_INT32, ge::DT_INT32, ge::DT_INT32})
.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})
.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})
.AutoContiguous();
config950.Output("y")
.ParamType(REQUIRED)
.DataType(
{ge::DT_INT8, ge::DT_INT8, ge::DT_INT4, ge::DT_INT4, ge::DT_HIFLOAT8, ge::DT_HIFLOAT8,
ge::DT_FLOAT8_E4M3FN, ge::DT_FLOAT8_E4M3FN, ge::DT_FLOAT8_E5M2, ge::DT_FLOAT8_E5M2})
.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})
.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});
config950.Output("scale")
.ParamType(REQUIRED)
.DataType(
{ge::DT_FLOAT, ge::DT_FLOAT, ge::DT_FLOAT, ge::DT_FLOAT, 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,
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});
config950.Output("offset")
.ParamType(REQUIRED)
.DataType(
{ge::DT_FLOAT, ge::DT_FLOAT, ge::DT_FLOAT, ge::DT_FLOAT, 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,
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});
this->Attr("is_symmetrical").AttrType(OPTIONAL).Bool(false);
this->Attr("quant_mode").AttrType(OPTIONAL).String("pertoken");
config950.DynamicCompileStaticFlag(true)
.DynamicFormatFlag(false)
.DynamicRankSupportFlag(true)
.DynamicShapeSupportFlag(true)
.NeedCheckSupportFlag(false)
.PrecisionReduceFlag(true)
.ExtendCfgInfo("opFile.value", "dynamic_quant_v2_apt");
this->AICore().AddConfig("ascend950", config950);
}
};
OP_ADD(DynamicQuantV2);
}
