* 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_mx_quant_def.cpp
* \brief
*/
#include <cstdint>
#include "register/op_def_registry.h"
namespace ops {
static constexpr int32_t DEFAULT_BLOCK_SIZE = 32;
static constexpr int32_t DEFAULT_DST_TYPE = 40;
static constexpr int32_t DEFAULT_SCALE_ALG = 0;
static constexpr float DEFAULT_DST_TYPE_MAX = 0.0;
static constexpr float DEFAULT_MAX_LOW_BOUND = 0.0;
static constexpr uint32_t ATTR_VERSION = 2;
static constexpr uint32_t ATTR_VERSION_V3 = 3;
class DynamicMxQuant : public OpDef {
public:
explicit DynamicMxQuant(const char* name) : OpDef(name)
{
this->Input("x")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT16, ge::DT_BF16, ge::DT_FLOAT, ge::DT_FLOAT16, ge::DT_BF16, ge::DT_FLOAT,
ge::DT_FLOAT16, ge::DT_BF16, ge::DT_FLOAT, ge::DT_FLOAT16, ge::DT_BF16, 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, 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})
.AutoContiguous();
this->Output("y")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT4_E2M1, ge::DT_FLOAT4_E2M1, ge::DT_FLOAT4_E2M1, ge::DT_FLOAT4_E1M2,
ge::DT_FLOAT4_E1M2, ge::DT_FLOAT4_E1M2, ge::DT_FLOAT8_E4M3FN, ge::DT_FLOAT8_E4M3FN,
ge::DT_FLOAT8_E4M3FN, ge::DT_FLOAT8_E5M2, 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, 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});
this->Output("mxscale")
.ParamType(REQUIRED)
.DataType({ge::DT_FLOAT8_E8M0, ge::DT_FLOAT8_E8M0, ge::DT_FLOAT8_E8M0, ge::DT_FLOAT8_E8M0,
ge::DT_FLOAT8_E8M0, ge::DT_FLOAT8_E8M0, ge::DT_FLOAT8_E8M0, ge::DT_FLOAT8_E8M0,
ge::DT_FLOAT8_E8M0, ge::DT_FLOAT8_E8M0, ge::DT_FLOAT8_E8M0, ge::DT_FLOAT8_E8M0})
.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})
.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});
this->Attr("axis").AttrType(OPTIONAL).Int(-1);
this->Attr("round_mode").AttrType(OPTIONAL).String("rint");
this->Attr("dst_type").AttrType(OPTIONAL).Int(DEFAULT_DST_TYPE);
this->Attr("blocksize").AttrType(OPTIONAL).Int(DEFAULT_BLOCK_SIZE);
this->Attr("scale_alg").AttrType(OPTIONAL).Int(DEFAULT_SCALE_ALG);
this->Attr("dst_type_max").AttrType(OPTIONAL).Version(ATTR_VERSION).Float(DEFAULT_DST_TYPE_MAX);
this->Attr("max_low_bound").AttrType(OPTIONAL).Version(ATTR_VERSION_V3).Float(DEFAULT_MAX_LOW_BOUND);
OpAICoreConfig aicoreConfig;
aicoreConfig.DynamicCompileStaticFlag(true)
.DynamicFormatFlag(false)
.DynamicRankSupportFlag(true)
.DynamicShapeSupportFlag(true)
.NeedCheckSupportFlag(false)
.PrecisionReduceFlag(true);
this->AICore().AddConfig("ascend950", aicoreConfig);
}
};
OP_ADD(DynamicMxQuant);
}