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log config

This commit is contained in:
shahules786 2022-10-08 10:12:13 +05:30
parent bf81df8970
commit e4b2965b45
1 changed files with 5 additions and 1 deletions
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6
enhancer/cli/train.py
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@ -3,7 +3,7 @@ from types import MethodType
import hydra import hydra
from hydra.utils import instantiate from hydra.utils import instantiate
from omegaconf import DictConfig from omegaconf import DictConfig, OmegaConf
from pytorch_lightning.callbacks import EarlyStopping, ModelCheckpoint from pytorch_lightning.callbacks import EarlyStopping, ModelCheckpoint
from pytorch_lightning.loggers import MLFlowLogger from pytorch_lightning.loggers import MLFlowLogger
from torch.optim.lr_scheduler import ReduceLROnPlateau from torch.optim.lr_scheduler import ReduceLROnPlateau
@ -15,12 +15,16 @@ JOB_ID = os.environ.get("SLURM_JOBID", "0")
@hydra.main(config_path="train_config", config_name="config") @hydra.main(config_path="train_config", config_name="config")
def main(config: DictConfig): def main(config: DictConfig):
yaml_conf = OmegaConf.to_yaml(config)
OmegaConf.save(yaml_conf, "config_log.yaml")
callbacks = [] callbacks = []
logger = MLFlowLogger( logger = MLFlowLogger(
experiment_name=config.mlflow.experiment_name, experiment_name=config.mlflow.experiment_name,
run_name=config.mlflow.run_name, run_name=config.mlflow.run_name,
tags={"JOB_ID": JOB_ID}, tags={"JOB_ID": JOB_ID},
) )
logger.experiment.log_artifact(logger.run_id, "config_log.yaml")
parameters = config.hyperparameters parameters = config.hyperparameters