| user_config: null | |
| dataset: | |
| split_file: /path/to/datasets/splits/dataset_split.csv | |
| train_split_name: train | |
| val_split_name: val | |
| session_label: '01' | |
| space: MNI152 | |
| roots: | |
| HCP_YA: /path/to/datasets/hcpya-u100/derivatives/sc-preproc | |
| OASIS1: /path/to/datasets/oasis-1/derivatives/sc-preproc | |
| initsurf_roots: | |
| HCP_YA: /path/to/datasets/hcpya-u100/derivatives/sc-initsurf | |
| OASIS1: /path/to/datasets/oasis-1/derivatives/sc-initsurf | |
| surface_name: | |
| - lh_pial | |
| - lh_white | |
| - rh_pial | |
| - rh_white | |
| prob_clip_min: 0.0 | |
| prob_clip_max: 1.0 | |
| prob_gamma: 1.0 | |
| aug_prob: 0.3 | |
| aug_rot_range_deg: 3.0 | |
| aug_scale_range: 0.02 | |
| aug_trans_range_mm: 1.0 | |
| aug_intensity_prob: 0.3 | |
| aug_bias_strength: 0.2 | |
| aug_gain_range: 0.1 | |
| aug_bright_range: 0.1 | |
| aug_noise_std: 0.05 | |
| trainer: | |
| seed: 2025 | |
| img_batch_size: 1 | |
| grad_accum_steps: 4 | |
| num_epochs: 600 | |
| validation_interval: 5 | |
| collision_interval: 5 | |
| learning_rate: 1.0e-4 | |
| weight_decay: 1.0e-4 | |
| points_per_image: 180000 | |
| val_points_per_image: 150000 | |
| num_workers: 4 | |
| log_level: INFO | |
| mesh_chunk: 4 | |
| grad_clip_norm: 1.0 | |
| scheduler_patience: 4 | |
| scheduler_factor: 0.5 | |
| scheduler_min_lr: 1.0e-6 | |
| scheduler_threshold_mm: 0.0004 | |
| scheduler_threshold_mode: abs | |
| scheduler_cooldown: 1 | |
| early_stop_patience: 15 | |
| early_stop_min_delta_mm: 0.0003 | |
| resume_from: null | |
| model: | |
| sigma: 1 | |
| n_steps: 8 | |
| inshape: | |
| - 184 | |
| - 224 | |
| - 184 | |
| c_hid: | |
| - 8 | |
| - 16 | |
| - 32 | |
| - 64 | |
| - 128 | |
| - 128 | |
| c_in: 2 | |
| geom_ratio: 0.5 | |
| geom_depth: 6 | |
| gn_groups: 8 | |
| gate_init: -3.0 | |
| dropout: 0.1 | |
| init_ckpt: null | |
| init_strict: true | |
| objective: | |
| chamfer_weight: 1.0 | |
| chamfer_scale: 1.0 | |
| edge_loss_weight: 2.5 | |
| normal_weight: 0.25 | |
| reg_warmup_epochs: 25 | |
| hd_weight: 5.5 | |
| hd_p: 0.05 | |
| hd_lambda_mm: 0.75 | |
| hd_points: 50000 | |
| signed_nested_weight: 8.0 | |
| signed_margin_mm: 0.55 | |
| signed_points: 50000 | |
| pial_lr_hd_weight: 1.5 | |
| pial_lr_hd_p: 0.05 | |
| pial_lr_hd_lambda_mm: 1.0 | |
| pial_lr_hd_points: 30000 | |
| checkpoint: | |
| alpha_wp: 0.03 | |
| alpha_lr: 0.015 | |
| rmse_guardrail_rel: 1.03 | |
| min_delta_score: 0.0001 | |
| require_collision_for_best: true | |
| outputs: | |
| root: /path/to/simcortex-runs/deform/exp01_hcpya+oasis1 | |