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qdq.h
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1/*
2 * Licensed to the Apache Software Foundation (ASF) under one
3 * or more contributor license agreements. See the NOTICE file
4 * distributed with this work for additional information
5 * regarding copyright ownership. The ASF licenses this file
6 * to you under the Apache License, Version 2.0 (the
7 * "License"); you may not use this file except in compliance
8 * with the License. You may obtain a copy of the License at
9 *
10 * http://www.apache.org/licenses/LICENSE-2.0
11 *
12 * Unless required by applicable law or agreed to in writing,
13 * software distributed under the License is distributed on an
14 * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
15 * KIND, either express or implied. See the License for the
16 * specific language governing permissions and limitations
17 * under the License.
18 */
19
24#ifndef TVM_RELAX_ATTRS_QDQ_H_
25#define TVM_RELAX_ATTRS_QDQ_H_
26
27#include <tvm/relax/expr.h>
28
29namespace tvm {
30namespace relax {
31
33struct QuantizeAttrs : public AttrsNode {
35 int axis;
36
37 static void RegisterReflection() {
38 namespace refl = tvm::ffi::reflection;
39 refl::ObjectDef<QuantizeAttrs>()
40 .def_ro("out_dtype", &QuantizeAttrs::out_dtype, "Output data type.")
41 .def_ro("axis", &QuantizeAttrs::axis,
42 "The output channel axis for channel wise quantization/dequantization. "
43 "Default value is -1, which corresponds to the last axis.",
44 refl::DefaultValue(-1));
45 }
47}; // QuantizeAttrs
48
49} // namespace relax
50} // namespace tvm
51
52#endif // TVM_RELAX_ATTRS_QDQ_H_
Base class of all attribute class.
Definition attrs.h:49
RAII wrapper function to enter and exit a context object similar to python's with syntax.
Definition with_context.h:59
An object that builds and maintains block scope and StmtSref mapping for Dependence analysis.
Definition analyzer.h:40
Attributes for relax.quantize/relax.dequantize operator.
Definition qdq.h:33
static void RegisterReflection()
Definition qdq.h:37
DLDataType out_dtype
Definition qdq.h:34
TVM_FFI_DECLARE_OBJECT_INFO_FINAL("relax.attrs.QuantizeAttrs", QuantizeAttrs, AttrsNode)
int axis
Definition qdq.h:35