1/**
2 * Copyright (c) Glow Contributors. See CONTRIBUTORS file.
3 *
4 * Licensed under the Apache License, Version 2.0 (the "License");
5 * you may not use this file except in compliance with the License.
6 * You may obtain a copy of the License at
7 *
8 * http://www.apache.org/licenses/LICENSE-2.0
9 *
10 * Unless required by applicable law or agreed to in writing, software
11 * distributed under the License is distributed on an "AS IS" BASIS,
12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13 * See the License for the specific language governing permissions and
14 * limitations under the License.
15 */
16#ifndef GLOW_BASE_TRAIN_H
17#define GLOW_BASE_TRAIN_H
18
19#include "glow/Base/Tensor.h"
20
21#include <cstddef>
22#include <cstdint>
23#include <unordered_map>
24
25namespace glow {
26
27class Tensor;
28
29/// This is a list of parameters that the network trainers (such as sgd and
30/// adam) use for training the network.
31struct TrainingConfig {
32 float L1Decay{0};
33 float L2Decay{0};
34 float learningRate{0.01f};
35 float momentum{0.0};
36 unsigned batchSize{1};
37};
38
39} // namespace glow
40
41#endif // GLOW_BASE_TRAIN_H
42