First_3_ablations / param_unet /abl_ab2_tmax2.json
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{
"head_lr": 0,
"encoder_lr": 0,
"a3c_entropy_coeff": 0.005211124595788265,
"asymmetric_reward_alpha": 1.4349471902413369,
"aux_action_ce_mix": 0.8396770259681927,
"binary_reward_weight": 0.4865893930293973,
"biou_reward_weight": 0.3144050305148426,
"boundary_reward_weight": 1.327245062131623,
"critic_loss_weight": 1.308344796225831,
"dropout_p": 0.03727532183988541,
"elastic_aug_prob": 0.24689779818219537,
"entropy_alpha_init": 0.05952730245823973,
"entropy_lr": 0.0002592475660475158,
"entropy_target_ratio": 0.34160286721639493,
"gae_lambda": 0.8220151213097747,
"mc_dropout_p": 0.2624967163228772,
"mc_n_passes": 3,
"min_alpha": 0.0001667761543019791,
"refine_delta_large": 0.24961310163837166,
"refine_delta_small": 0.15853921663164972,
"reward_boundary_focus": 0.6593398277931061,
"reward_inaction_cost": 0.11214486496732895,
"rl_lr": 4.9648810171066576e-05,
"smp_encoder_proj_dim": 256,
"strategy3_aux_boundary_dice_weight": 0.8857880765972946,
"strategy3_aux_ce_weight": 0.713244787222995,
"strategy3_aux_dice_weight": 0.7607850486168974,
"strategy3_rl_grad_clip_norm": 2.731451149743246,
"threshold": 0.616163822772898,
"tmax": 2,
"weight_decay": 0.0016172900811143157,
"early_stopping_monitor": "auto",
"early_stopping_mode": "auto",
"early_stopping_min_delta": 0.0,
"early_stopping_start_epoch": 30,
"early_stopping_patience": 30
}