* Copyright (c) 2026 Huawei Technologies Co., Ltd. All Rights Reserved.
* 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.
*/
#include "tensorflow/core/framework/op.h"
#include "tensorflow/core/framework/shape_inference.h"
#include "tensorflow/core/framework/op_kernel.h"
namespace tensorflow {
REGISTER_OP("AscendQuant")
.Attr("T: {float16, float32, float64}")
.Attr("dst_type: {'INT4', 'INT8'} = 'INT8'")
.Attr("quant_bits: int = 8")
.Attr("scale: float")
.Attr("offset: float")
.Input("x: T")
.Output("y: T")
.SetIsStateful()
.SetShapeFn([](::tensorflow::shape_inference::InferenceContext *c) {
c->set_output(0, c->input(0));
return Status::OK();
});
REGISTER_OP("AscendWeightQuant")
.Attr("T: {float16, float32, float64}")
.Attr("dst_type: {'INT4', 'INT8'} = 'INT8'")
.Input("x: int8")
.Input("offset_w: int8")
.Output("y: T")
.SetIsStateful()
.SetShapeFn([](::tensorflow::shape_inference::InferenceContext *c) {
c->set_output(0, c->input(0));
return Status::OK();
});
REGISTER_OP("AscendDequant")
.Attr("T: {float16, float32, float64}")
.Attr("ksize: list(int)")
.Attr("data_format: string = 'NHWC'")
.Input("x: T")
.Input("deq_scale: uint64")
.Output("y: T")
.SetIsStateful()
.SetShapeFn([](::tensorflow::shape_inference::InferenceContext *c) {
c->set_output(0, c->input(0));
return Status::OK();
});
REGISTER_OP("AscendAntiQuant")
.Attr("T: {float16, float32, float64}")
.Attr("scale: float")
.Attr("offset: float")
.Input("x: T")
.Output("y: T")
.SetIsStateful()
.SetShapeFn([](::tensorflow::shape_inference::InferenceContext *c) {
c->set_output(0, c->input(0));
return Status::OK();
});
}