Upload 2 files
Browse files- config_ps256.json +112 -0
- dinov2_ps16_crop256.pt +3 -0
config_ps256.json
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{
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"output_dir": "/home/ubuntu/dinovol_2/outputs_ps256",
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"volume_auth": "/home/ubuntu/dinovol_2/creds.json",
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"wandb-entity":"vesuvius-challenge",
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"wandb-project":"dinov2_pretrain",
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"resume": true,
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"resume_from": "/home/ubuntu/dinovol_2/outputs_ps256/checkpoint_step_005000.pt",
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"wandb_resume": "must",
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"wandb_run_id": "vv37qi2n",
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"lr": 2.5e-5,
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"min_lr": 1e-6,
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"weight_decay": 0.04,
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"weight_decay_end": 0.2,
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"patch_embed_lr_mult": 0.2,
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"freeze_last_layer_steps": 1250,
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"momentum_teacher": 0.994,
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"final_momentum_teacher": 1.0,
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"warmup_steps": 35000,
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"warmup_teacher_temp": 0.04,
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"teacher_temp": 0.07,
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"warmup_teacher_temp_steps": 25000,
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"clip_grad": 5.0,
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"max_iterations": 1000000,
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"val_every_n": 500,
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"save_every_n": 2500,
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"batch_size": 3,
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"use_amp": true,
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"centering": "sinkhorn_knopp",
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"num_local_crops": 8,
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"prefetch-factor": 12,
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"dataloader-workers": 12,
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"persistent_workers":true,
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"model": {
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"patch_size": [16, 16, 16]
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},
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"dataset": {
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"source_crop_size": [160, 320, 320],
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"local_crop_scale": [0.02, 0.25],
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"global_crop_size": [
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128,
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256,
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256
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],
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"local_crop_size": [
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64,
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128,
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128
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],
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"num_local_crops": 8,
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"volume_auth": "/home/ubuntu/dinovol_2/creds.json",
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"datasets": [
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{
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"volume_path": "s3://vesuvius-challenge-open-data/PHerc0009B/volumes/20250820154339-2.401um-0.3m-77keV-masked.zarr/",
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"volume_scale": 1
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},
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{
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"volume_path": "s3://vesuvius-challenge-open-data/PHerc0500P2/volumes/20250526151718-2.215um-0.4m-111keV-masked.zarr/",
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"volume_scale": 1
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},
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{
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"volume_path": "s3://vesuvius-challenge-open-data/PHerc0814/volumes/20260309142202-2.399um-0.2m-78keV-masked.zarr/",
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"volume_scale": 1
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},
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{
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"volume_path": "s3://vesuvius-challenge-open-data/PHerc1299/volumes/20260309130042-2.399um-0.2m-78keV-masked.zarr/",
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"volume_scale": 1
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},
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{
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"volume_path": "s3://vesuvius-challenge-open-data/PHerc0343P/volumes/20260304131111-2.215um-0.4m-111keV-masked.zarr/",
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"volume_scale": 1
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},
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{
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"volume_path": "s3://vesuvius-challenge-open-data/PHerc0332/volumes/20251211183505-2.399um-0.2m-78keV-masked.zarr/",
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"volume_scale": 1
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},
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{
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"volume_path": "s3://vesuvius-challenge-open-data/PHerc0139/volumes/20260102150214-2.399um-0.2m-78keV-masked.zarr/",
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"volume_scale": 1
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},
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{
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"volume_path": "s3://vesuvius-challenge-open-data/PHercMAN5/volumes/20260311104824-2.399um-0.2m-78keV-masked.zarr/",
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"volume_scale": 1
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}
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]
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},
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"val_dataset": {
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"source_crop_size": [160, 320, 320],
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"local_crop_scale": [0.02, 0.25],
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"global_crop_size": [
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128,
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256,
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256
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],
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"local_crop_size": [
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64,
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128,
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128
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],
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"num_local_crops": 8,
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"volume_auth": "/home/ubuntu/dinovol_2/creds.json",
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"datasets": [
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{
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"volume_path": "s3://vesuvius-challenge-open-data/PHerc0332/volumes/20251211183505-2.399um-0.2m-78keV-masked.zarr/",
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"volume_scale": 1
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},
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{
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"volume_path": "s3://vesuvius-challenge-open-data/PHerc0139/volumes/20260102150214-2.399um-0.2m-78keV-masked.zarr/",
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"volume_scale": 1
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}
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]
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}
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}
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dinov2_ps16_crop256.pt
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:d69324e0cbcc0bc1824c2fbdbb2320a557ef4459db0879c3c86ad1f71756982b
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size 5063000261
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