| { |
| "config": { |
| "total_timesteps": 500000, |
| "lr": 0.00025, |
| "batch_size": 128, |
| "n_envs": 2, |
| "max_clicks": 5, |
| "sam_model": "facebook/sam2.1-hiera-base-plus", |
| "obs_size": 128, |
| "grid_size": 32, |
| "features_dim": 512, |
| "clip_range": 0.1, |
| "ent_coef": 0.02 |
| }, |
| "training_time_minutes": 185.7014569679896, |
| "oracle_baseline": { |
| "step_0": { |
| "mean_dice": 0.0, |
| "std_dice": 0.0, |
| "median_dice": 0.0, |
| "n_samples": 100 |
| }, |
| "step_1": { |
| "mean_dice": 0.7482452005228067, |
| "std_dice": 0.31596950664171314, |
| "median_dice": 0.9178391060211384, |
| "n_samples": 100 |
| }, |
| "step_2": { |
| "mean_dice": 0.8480271216874984, |
| "std_dice": 0.21416851137760265, |
| "median_dice": 0.9394086188508548, |
| "n_samples": 100 |
| }, |
| "step_3": { |
| "mean_dice": 0.8545456562888544, |
| "std_dice": 0.2173320841160492, |
| "median_dice": 0.947919676669708, |
| "n_samples": 100 |
| }, |
| "step_4": { |
| "mean_dice": 0.8942226411519251, |
| "std_dice": 0.16921504649215535, |
| "median_dice": 0.9531381876940285, |
| "n_samples": 100 |
| }, |
| "step_5": { |
| "mean_dice": 0.9170403233154673, |
| "std_dice": 0.12807091406498944, |
| "median_dice": 0.9576795517312017, |
| "n_samples": 100 |
| } |
| }, |
| "rl_agent": { |
| "step_0": { |
| "mean_dice": 0.7482452005228069, |
| "std_dice": 0.31596950664171314, |
| "median_dice": 0.9178391060211384, |
| "n_samples": 100 |
| }, |
| "step_1": { |
| "mean_dice": 0.652811772161106, |
| "std_dice": 0.3374588502417598, |
| "median_dice": 0.8138924606580109, |
| "n_samples": 100 |
| }, |
| "step_2": { |
| "mean_dice": 0.624163164298948, |
| "std_dice": 0.35094013693186865, |
| "median_dice": 0.8076231453905804, |
| "n_samples": 100 |
| }, |
| "step_3": { |
| "mean_dice": 0.6667150707807159, |
| "std_dice": 0.32462124639427187, |
| "median_dice": 0.8261332535840864, |
| "n_samples": 100 |
| }, |
| "step_4": { |
| "mean_dice": 0.6444545406611362, |
| "std_dice": 0.30873485413441143, |
| "median_dice": 0.7364939532431213, |
| "n_samples": 100 |
| }, |
| "step_5": { |
| "mean_dice": 0.6140601785851652, |
| "std_dice": 0.32327465328286625, |
| "median_dice": 0.7070430070530784, |
| "n_samples": 100 |
| }, |
| "mean_episode_reward": -0.03481383275250369 |
| }, |
| "total_params": 1886625 |
| } |