* Copyright (c) 2026 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 swiglu_mx_quant_def.cpp
* \brief SwiGLU activation combined with dynamic MX quantization operator definition
*/
#include <register/op_def_registry.h>
namespace ops {
class SwigluMxQuant : public OpDef {
public:
explicit SwigluMxQuant(const char* name) : OpDef(name)
{
this->Input("x")
.ParamType(REQUIRED)
.DataType({
ge::DT_FLOAT16, ge::DT_FLOAT16, ge::DT_FLOAT16, ge::DT_FLOAT16,
ge::DT_FLOAT16, ge::DT_FLOAT16, ge::DT_FLOAT16, ge::DT_FLOAT16,
ge::DT_BF16, ge::DT_BF16, ge::DT_BF16, ge::DT_BF16,
ge::DT_BF16, ge::DT_BF16, ge::DT_BF16, 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, 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, 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, ge::DT_INT64, ge::DT_INT64, ge::DT_INT64,
ge::DT_INT64,
ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT64, ge::DT_INT64, ge::DT_INT64,
ge::DT_INT64})
.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,
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, 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_E1M2, ge::DT_FLOAT8_E4M3FN, ge::DT_FLOAT8_E5M2,
ge::DT_FLOAT4_E2M1, ge::DT_FLOAT4_E1M2, ge::DT_FLOAT8_E4M3FN, ge::DT_FLOAT8_E5M2,
ge::DT_FLOAT4_E2M1, ge::DT_FLOAT4_E1M2, ge::DT_FLOAT8_E4M3FN, ge::DT_FLOAT8_E5M2,
ge::DT_FLOAT4_E2M1, ge::DT_FLOAT4_E1M2, ge::DT_FLOAT8_E4M3FN, 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,
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, 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,
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,
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, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND,
ge::FORMAT_ND});
this->Attr("activate_dim").AttrType(OPTIONAL).Int(-1);
this->Attr("activate_left").AttrType(OPTIONAL).Bool(false);
this->Attr("swiglu_mode").AttrType(OPTIONAL).Int(0);
this->Attr("clamp_limit").AttrType(OPTIONAL).Float(7.0f);
this->Attr("glu_alpha").AttrType(OPTIONAL).Float(1.702f);
this->Attr("glu_bias").AttrType(OPTIONAL).Float(1.0f);
this->Attr("group_mode").AttrType(OPTIONAL).Int(0);
this->Attr("axis").AttrType(OPTIONAL).Int(-1);
this->Attr("dst_type").AttrType(OPTIONAL).Int(40);
this->Attr("round_mode").AttrType(OPTIONAL).String("rint");
this->Attr("scale_alg").AttrType(OPTIONAL).Int(0);
this->Attr("max_dtype_value").AttrType(OPTIONAL).Float(0.0f);
OpAICoreConfig regbaseCfg;
regbaseCfg.DynamicCompileStaticFlag(true)
.DynamicRankSupportFlag(true)
.DynamicShapeSupportFlag(true)
.ExtendCfgInfo("opFile.value", "swiglu_mx_quant_apt");
this->AICore().AddConfig("ascend950", regbaseCfg);
}
};
OP_ADD(SwigluMxQuant);
}