fully_supervised.json

{
    "NOTICE": ["Copyright (C) 2021 C. I. Tang",
        "This program is free software: you can redistribute it and/or modify",
        "it under the terms of the GNU General Public License as published by",
        "the Free Software Foundation, either version 3 of the License, or",
        "(at your option) any later version.",
        "This program is distributed in the hope that it will be useful,",
        "but WITHOUT ANY WARRANTY; without even the implied warranty of",
        "MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the",
        "GNU General Public License for more details.",
        "You should have received a copy of the GNU General Public License",
        "along with this program. If not, see <https://www.gnu.org/licenses/>."
    ],
    "tag": "Fully_Supervised",
    "experiment_configs": [
        {
            "type": "har_full_train",
            "tag": "Training",
            "previous_config_offset": 0,
            "optimizer": "adam",
            "initial_learning_rate": 0.0003,
            "epochs": 30,
            "batch_size": 300,
            "eval_har": true
        },
        {
            "type": "har_linear_train",
            "tag": "Linear_Eval",
            "previous_config_offset": 1,
            "optimizer": "adam",
            "initial_learning_rate": 0.0003,
            "epochs": 30,
            "batch_size": 300,
            "eval_har": true
        }
    ]
}