Segformer_Simplified_Scaled_Fixed / best_params_strat3.json
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{
"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_iou_gain",
"early_stopping_patience": 25,
"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": 5.0,
"min_alpha": 0.00017019223026554014,
"num_actions": 3,
"refine_delta_large": 0.1,
"refine_delta_small": 0.05,
"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_exploration_eps": 0.1,
"strategy3_exploration_eps_epochs": 20,
"strategy3_freeze_bootstrapped_segmentation": true,
"strategy3_rl_grad_clip_norm": 0.5,
"strategy3_rl_loss_scale": 10.0,
"strategy3_variant": "lite",
"threshold": 0.5922320465492188,
"tmax": 8,
"weight_decay": 2.7012557725439094e-06
}