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Instructions for running experiments:

  1. Prepare experiment settings:

    configs/<config_file>.yml

  2. Training:

    python main.py --config <config_file>.yml --doc <save_dir> --beta <experiment_beta>

  3. Sampling (adjust fid parameter in configs/<config_file>.yml if need be):

    python main.py --config <config_file>.yml --doc <save_dir> --beta <experiment_beta> --sample -i <save_dir>

  4. 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>/

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