* 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 group_quant.cc
* \brief
*/
#include <numeric>
#include "log/log.h"
#include "register/op_impl_registry.h"
using namespace ge;
namespace ops {
static const size_t ATTR_INDEX_OF_DST_TYPE = 0;
static const int32_t DTYPE_INT8 = 2;
static const int32_t DTYPE_INT4 = 29;
static ge::graphStatus InferDataType4GroupQuant(gert::InferDataTypeContext* context) {
OP_CHECK_IF(context == nullptr,
OP_LOGE("GroupQuant", "InferDataTypeContext is nullptr"),
return ge::GRAPH_FAILED);
OP_LOGD(context->GetNodeName(), "InferDataType4GroupQuant begin");
ge::DataType yDtype = ge::DT_INT8;
const int32_t *pDstDtype = context->GetAttrs()->GetAttrPointer<int32_t>(ATTR_INDEX_OF_DST_TYPE);
if (pDstDtype != nullptr) {
int32_t dstDtype = *pDstDtype;
OP_CHECK_IF(dstDtype != DTYPE_INT8 && dstDtype != DTYPE_INT4,
OP_LOGE("GroupQuant", "attr dst_type only support 2(int8) and 29(int4)"),
return ge::GRAPH_FAILED);
yDtype = static_cast<ge::DataType>(dstDtype);
}
context->SetOutputDataType(0, yDtype);
OP_LOGD(context->GetNodeName(), "InferDataType4GroupQuant end");
return GRAPH_SUCCESS;
}
static ge::graphStatus InferShape4GroupQuant(gert::InferShapeContext* context) {
OP_CHECK_IF(context == nullptr,
OP_LOGE("GroupQuant", "InferShapeContext is nullptr"),
return ge::GRAPH_FAILED);
OP_LOGD(context->GetNodeName(), "InferShape4GroupQuant begin");
const gert::Shape* xShape = context->GetInputShape(0);
OP_CHECK_NULL_WITH_CONTEXT(context, xShape);
gert::Shape* yShape = context->GetOutputShape(0);
OP_CHECK_NULL_WITH_CONTEXT(context, yShape);
*yShape = *xShape;
OP_LOGD(context->GetNodeName(), "InferShape4GroupQuant end. y shape:%s", Ops::Base::ToString(*yShape).c_str());
return GRAPH_SUCCESS;
}
IMPL_OP_INFERSHAPE(GroupQuant).InferDataType(InferDataType4GroupQuant)
.InferShape(InferShape4GroupQuant);
}