Instructions for running experiments:
-
Prepare experiment settings:
configs/<config_file>.yml -
Training:
python main.py --config <config_file>.yml --doc <save_dir> --beta <experiment_beta> -
Sampling (adjust
fidparameter inconfigs/<config_file>.ymlif need be):python main.py --config <config_file>.yml --doc <save_dir> --beta <experiment_beta> --sample -i <save_dir> -
Metrics (after preparing metric comparison data in single-level
<compare_dir>):Windows:
.\metrics.ps1 .\exp\fid_samples\<save_dir>\ .\exp\datasets\<compare_dir>\Linux -
./metrics.sh ./exp/fid_samples/<save_dir>/ ./exp/datasets/<compare_dir>/