dnn model(mlp + lstm) for fog generation dataset(private).
ftp_user ftp_password ftp_host 가 모두 있어야함.
make venv venv 폴더에 anaconda 환경 설치
conda activate venv terminal에서 conda 환경 활성화
각자 컴퓨터(wsl)에서 돌릴 경우
python src/download_data.py python train_dnn.py python post_train_dnn.py
순서대로 실행
conf/config.yaml이 설정파일입니다.
모델 돌아가는 지 테스트하려고 test_run: true로 되어있습니다. 이로인해 각 epoch마다 처음 10배치만 돌립니다. test_run: false로 바꾸시면 정상적으로 돌아갑니다
optuna_config: n_trials: 1 n_trials를 10~50으로 바꾸시면 하이퍼파라미터 튜닝이 됩니다
React
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