best_params_strat3.json

{
  "a3c_entropy_coeff": 0.0,
  "aux_action_ce_mix": 0.8726103361457451,
  "best_checkpoint_metric_name": "val_refine_score",
  "boundary_reward_weight": 0.5,
  "critic_loss_weight": 1.4015767132796022,
  "decoder_lr": 0.0,
  "dropout_p": 0.015714592843367126,
  "early_stopping_monitor": "val_refine_score",
  "early_stopping_patience": 30,
  "early_stopping_start_epoch": 1,
  "elastic_aug_prob": 0.4303652916281717,
  "encoder_lr": 0.0,
  "entropy_alpha_init": 0.005,
  "entropy_lr": 6.618595597183474e-05,
  "entropy_target_ratio": 0.2,
  "epoch_probe_mode": "rolling_random",
  "gae_lambda": 0.8306320445782609,
  "head_lr": 0.0001971844222061614,
  "iou_reward_weight": 1.0,
  "keep_correct_reward_weight": 0.05,
  "min_alpha": 0.00017019223026554014,
  "num_actions": 3,
  "refine_delta_large": 0.08,
  "refine_delta_small": 0.03,
  "rl_lr": 0.0001971844222061614,
  "smp_encoder_proj_dim": 192,
  "strategy3_aux_boundary_dice_weight": 0.6979509040767587,
  "strategy3_aux_ce_anneal_epochs": 15,
  "strategy3_aux_ce_anneal_start_epoch": 25,
  "strategy3_aux_ce_floor_fraction": 0.1,
  "strategy3_aux_ce_weight": 0.4,
  "strategy3_decoder_ce_weight": 0.0,
  "strategy3_decoder_dice_weight": 0.0,
  "strategy3_mc_dropout_samples": 5,
  "strategy3_mc_dropout_p": 0.2,
  "strategy3_mc_dropout_enabled": true,
  "strategy3_mc_disk_cache_enabled": true,
  "strategy3_mc_disk_cache_read": true,
  "strategy3_mc_disk_cache_write": true,
  "strategy3_exploration_eps": 0.1,
  "strategy3_exploration_eps_epochs": 20,
  "strategy3_exploration_sigma_init": 0.01,
  "strategy3_exploration_sigma_final": 0.005,
  "strategy3_exploration_sigma_epochs": 20,
  "strategy3_exploration_sigma_warmup_epochs": 3,
  "strategy3_freeze_bootstrapped_segmentation": true,
  "strategy3_rl_grad_clip_norm": 0.25,
  "strategy3_rl_loss_scale": 10.0,
  "strategy3_variant": "lite",
  "threshold": 0.5922320465492188,
  "tmax": 8,
  "weight_decay": 2.7012557725439094e-06,
  "strategy3_crop_enabled": true,
  "strategy3_sam_attention_grid": 16,
  "strategy3_updates_per_step": 1,
  "strategy3_policy_delay": 2
}