| { |
| "out_dir": "/ephemeral/fiber_dinoguided_ckpts/ps256_fiber_dinoguided__dino362500__cls3__embbackbone__ddp8__20260522", |
| "wandb_project": "vesuvius_fibers_3d", |
| "wandb_entity": "vesuvius-challenge", |
| "wandb_run_name": "ps256_fiber_dinoguided__dino362500__cls3__embbackbone__ddp8__20260522", |
| "wandb_tags": [ |
| "chosen:20260522", |
| "ddp8", |
| "dino:step_362500", |
| "emb:backbone", |
| "fiber-dinoguided", |
| "fibers", |
| "supcon:3-class" |
| ], |
| "seed": 27, |
| "patch_size": [ |
| 256, |
| 256, |
| 256 |
| ], |
| "target_name": "fibers", |
| "out_channels": 2, |
| "activation": "none", |
| "in_channels": 1, |
| "batch_size": 2, |
| "num_iterations": 12000, |
| "warmup_steps": 1500, |
| "val_every": 100, |
| "save_every": 1000, |
| "mixed_precision": "bf16", |
| "dice_label_smoothing": 0.1, |
| "bce_label_smoothing": 0.1, |
| "dataloader_workers": 6, |
| "prefetch_factor": 4, |
| "student_init_ckpt": "/ephemeral/fibers_unet_baseline/selftrain-prom08-demo06-dark70-from-thr07ep95-cross-frame_epoch30.pth", |
| "optimizer": { |
| "name": "SGD", |
| "lr": 0.005, |
| "momentum": 0.99, |
| "weight_decay": 3e-05, |
| "nesterov": true |
| }, |
| "ema": { |
| "enabled": true, |
| "decay": 0.9995, |
| "start_step": 1000 |
| }, |
| "dataset": { |
| "volume_url": "s3://vesuvius-challenge-open-data/PHercParis4/volumes/20260411134726-2.400um-0.2m-78keV-masked.zarr/", |
| "storage_options": { |
| "anon": true |
| }, |
| "scale": 0, |
| "min_nonempty_frac": 0.1, |
| "dark_threshold": 50 |
| }, |
| "dynamic_label": { |
| "enabled": true, |
| "unet_ckpt": "/ephemeral/fibers_unet_baseline/selftrain-prom08-demo06-dark70-from-thr07ep95-cross-frame_epoch30.pth", |
| "dino_ckpt": "/ephemeral/outputs_fiber_supcon3_paris4_0332_v1/checkpoint_step_362500.pt", |
| "ref_embedding": "/ephemeral/inference_3class_step_362500/avg_backbone_embedding.npz", |
| "contrastive_head_path": null, |
| "dino_stride": 128, |
| "dino_minibatch": 16, |
| "dino_blend_sigma": 4.0, |
| "threshold": 0.5, |
| "input_mask_threshold": 50.0, |
| "unet_binarize_threshold": 0.5, |
| "otsu_light_threshold": 70.0, |
| "otsu_min_light_voxels": 1024, |
| "otsu_fallback_threshold": 0.5, |
| "otsu_tail_floor_percentile": 50.0, |
| "otsu_min_tail_voxels": 256 |
| }, |
| "wandb_run_id": "ihoo3tpl", |
| "wandb_resume": "allow", |
| "resume_from_ckpt": "/ephemeral/fiber_dinoguided_ckpts/ps256_fiber_dinoguided__dino362500__cls3__embbackbone__ddp8__20260522/ckpt_002000.pth" |
| } |
|
|
