* 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 dequant_swiglu_quant_infershape.cpp
* \brief
*/
#include "register/op_impl_registry.h"
#include "graph/utils/type_utils.h"
#include "util/shape_util.h"
#include "log/log.h"
#include "util/math_util.h"
using namespace ge;
namespace ops {
constexpr size_t INPUT_IDX_X = 0;
constexpr size_t OUTPUT_IDX_Y = 0;
constexpr size_t OUTPUT_IDX_SCALE = 1;
constexpr int64_t CONST_UNKNOW_SHAPE = -1;
constexpr int64_t NUM_TWO = 2;
constexpr int64_t INDEX_ATTR_DST_TYPE = 2;
constexpr int64_t INDEX_ATTR_ACTIVATE_DIM = 4;
static const std::initializer_list<ge::DataType> Y_SUPPORT_DTYPE_SET = {
ge::DT_FLOAT4_E2M1, ge::DT_FLOAT4_E1M2, ge::DT_FLOAT8_E4M3FN, ge::DT_FLOAT8_E5M2, ge::DT_INT8, ge::DT_HIFLOAT8};
graphStatus InferShape4DequantSwigluQuant(gert::InferShapeContext* context)
{
OP_LOGD(context, "Begin to do InferShape4DequantSwigluQuant.");
const gert::Shape* xShape = context->GetInputShape(INPUT_IDX_X);
OP_CHECK_NULL_WITH_CONTEXT(context, xShape);
gert::Shape* yShape = context->GetOutputShape(OUTPUT_IDX_Y);
OP_CHECK_NULL_WITH_CONTEXT(context, yShape);
gert::Shape* scaleShape = context->GetOutputShape(OUTPUT_IDX_SCALE);
OP_CHECK_NULL_WITH_CONTEXT(context, scaleShape);
*yShape = *xShape;
OP_CHECK_IF(Ops::Base::IsUnknownRank(*xShape),
OP_LOGD(context, "End to do InferShape4DequantSwigluQuant, inputx is [-2]."), return GRAPH_SUCCESS);
auto attrsPtr = context->GetAttrs();
OP_CHECK_NULL_WITH_CONTEXT(context, attrsPtr);
const int64_t* activateDim = attrsPtr->GetAttrPointer<int64_t>(INDEX_ATTR_ACTIVATE_DIM);
const int64_t activateDimNum = (activateDim == nullptr) ? -1 : *activateDim;
int64_t xShapeRank = static_cast<int64_t>(xShape->GetDimNum());
int64_t selectDim = (activateDimNum >= 0) ? activateDimNum : (activateDimNum + xShapeRank);
OP_CHECK_IF(selectDim >= xShapeRank,
OP_LOGE(context, "activateDim must < xShapeRank, but is %ld, xShapeRank is %ld", selectDim, xShapeRank),
return ge::GRAPH_FAILED);
int64_t activateShape = xShape->GetDim(selectDim);
int64_t outActivateShape = activateShape == CONST_UNKNOW_SHAPE ? CONST_UNKNOW_SHAPE : activateShape / NUM_TWO;
OP_CHECK_IF((activateShape != CONST_UNKNOW_SHAPE) && (activateShape % NUM_TWO != 0),
OP_LOGE(context, "The active axis must be an even number, but is %ld", activateShape),
return ge::GRAPH_FAILED);
yShape->SetDim(selectDim, outActivateShape);
*scaleShape = *yShape;
scaleShape->SetDimNum(xShapeRank - 1);
OP_LOGD(context, "End to do InferShape4DequantSwigluQuant");
return ge::GRAPH_SUCCESS;
}
graphStatus InferDtype4DequantSwigluQuant(gert::InferDataTypeContext* context)
{
OP_LOGD(context, "InferDtype4DequantSwigluQuant enter");
auto attrsPtr = context->GetAttrs();
OP_CHECK_NULL_WITH_CONTEXT(context, attrsPtr);
const int64_t* dstDtype = attrsPtr->GetAttrPointer<int64_t>(INDEX_ATTR_DST_TYPE);
const int64_t dstDtypeNum = (dstDtype == nullptr) ? NUM_TWO : *dstDtype;
ge::DataType outDtype = static_cast<ge::DataType>(dstDtypeNum);
OP_CHECK_IF(
std::find(Y_SUPPORT_DTYPE_SET.begin(), Y_SUPPORT_DTYPE_SET.end(), outDtype) == Y_SUPPORT_DTYPE_SET.end(),
OP_LOGE(context, "dst_type is illegal, only supports 2(INT8) 40(FLOAT4_E2M1), 41(FLOAT4_E1M2), 35(FLOAT8E5M2), "
"36(FLOAT8E4M3), 34(HiFloat8)"),
return ge::GRAPH_FAILED);
context->SetOutputDataType(OUTPUT_IDX_Y, outDtype);
context->SetOutputDataType(OUTPUT_IDX_SCALE, DT_FLOAT);
OP_LOGD(context, "InferDtype4DequantSwigluQuant end");
return GRAPH_SUCCESS;
}
IMPL_OP_INFERSHAPE(DequantSwigluQuant)
.InferShape(InferShape4DequantSwigluQuant)
.InferDataType(InferDtype4DequantSwigluQuant);
}