2 * Copyright (c) 2023 Samsung Electronics Co., Ltd. All Rights Reserved
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
8 * http://www.apache.org/licenses/LICENSE-2.0
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.
17 #ifdef ENABLE_TRAINING
19 #ifndef LUCI_INTERPRETER_TRAINING_SETTINGS_H
20 #define LUCI_INTERPRETER_TRAINING_SETTINGS_H
24 namespace luci_interpreter
49 enum OptimizerTypeEnum
54 struct TrainingSettings
56 MetricsTypeEnum metric = MSE;
57 LossTypeEnum error_type = MSE_Loss;
58 OptimizerTypeEnum optimizer_type = SGD;
59 uint32_t number_of_epochs = 1;
60 uint32_t batch_size = 1;
61 float learning_rate = 0.00001;
62 uint32_t number_of_last_trainable_layers = 1;
65 } // namespace training
66 } // namespace luci_interpreter
68 #endif // LUCI_INTERPRETER_TRAINING_SETTINGS_H
70 #endif // ENABLE_TRAINING