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
fid
parameter inconfigs/<config_file>.yml
if 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>/