Update val split (LitData optimized chunks)
Browse files- val/_MANIFEST.json +167 -0
- val/chunk-0-0.bin +3 -0
- val/chunk-1-0.bin +3 -0
- val/chunk-10-0.bin +3 -0
- val/chunk-11-0.bin +3 -0
- val/chunk-12-0.bin +3 -0
- val/chunk-13-0.bin +3 -0
- val/chunk-14-0.bin +3 -0
- val/chunk-15-0.bin +3 -0
- val/chunk-16-0.bin +3 -0
- val/chunk-17-0.bin +3 -0
- val/chunk-18-0.bin +3 -0
- val/chunk-19-0.bin +3 -0
- val/chunk-2-0.bin +3 -0
- val/chunk-20-0.bin +3 -0
- val/chunk-21-0.bin +3 -0
- val/chunk-22-0.bin +3 -0
- val/chunk-23-0.bin +3 -0
- val/chunk-24-0.bin +3 -0
- val/chunk-25-0.bin +3 -0
- val/chunk-26-0.bin +3 -0
- val/chunk-27-0.bin +3 -0
- val/chunk-28-0.bin +3 -0
- val/chunk-29-0.bin +3 -0
- val/chunk-3-0.bin +3 -0
- val/chunk-30-0.bin +3 -0
- val/chunk-31-0.bin +3 -0
- val/chunk-4-0.bin +3 -0
- val/chunk-5-0.bin +3 -0
- val/chunk-6-0.bin +3 -0
- val/chunk-7-0.bin +3 -0
- val/chunk-8-0.bin +3 -0
- val/chunk-9-0.bin +3 -0
- val/index.json +1 -0
val/_MANIFEST.json
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| 1 |
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{
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| 2 |
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"cache_hash": "8e53c64ff6f6a79f",
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| 3 |
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"config_snapshot": {
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| 4 |
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"model": {
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| 5 |
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"backend": "sd21",
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| 6 |
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"depthfm_checkpoint": "checkpoints/depthfm-v1.ckpt",
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| 7 |
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"vae_id": "runwayml/stable-diffusion-v1-5",
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| 8 |
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"use_lora": false,
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| 9 |
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"freeze_encoder": false,
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| 10 |
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"gradient_checkpointing": true,
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"torch_compile": false,
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"torch_compile_mode": "max-autotune-no-cudagraphs",
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"full_graph": true,
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"use_checkpoint": true,
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"model_type": "depthfm"
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},
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"data": {
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"source": "hirise",
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"parallel_load": false,
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"use_wds": true,
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"hirise": {
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"root": "/scratch/mars_hirise_dtm",
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"include_ortho": true,
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"ortho_type": "RED",
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| 25 |
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"ortho_scale": null,
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"download": false,
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"reuse_cache": true,
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"target": null,
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"bbox": [
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-120,
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| 31 |
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-30,
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150,
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| 33 |
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30
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]
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},
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"sampler": {
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"size": 0.018,
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| 38 |
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"length": null,
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| 39 |
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"center_mode": "optimal"
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| 40 |
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},
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| 41 |
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"split_fractions": [
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0.8,
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| 43 |
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0.1,
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| 44 |
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0.1
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| 45 |
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],
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| 46 |
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"split_method": "geographic",
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| 47 |
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"split_axis": "longitude",
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| 48 |
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"n_folds": null,
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| 49 |
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"fold_idx": 0,
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| 50 |
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"latent_dir": null,
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| 51 |
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"resolution": 512,
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| 52 |
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"dtm_normalization": "relative",
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| 53 |
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"stats_path": "dataset_stats/dtm/dataset_stats.json",
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| 54 |
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"random_flip": true,
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| 55 |
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"brightness_jitter": 0.0,
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| 56 |
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"clip": false,
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| 57 |
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"elev_ref_scale": 45.90752235993998,
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| 58 |
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"signal_boost": 1.0
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| 59 |
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},
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| 60 |
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"training": {
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| 61 |
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"enable": true,
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| 62 |
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"per_gpu_batch_size": 4,
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| 63 |
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"gradient_accumulation_steps": 4,
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| 64 |
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"num_gpus": 4,
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| 65 |
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"max_steps": 10000,
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| 66 |
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"show_train_vis": true,
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| 67 |
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"optimizer": "adam",
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| 68 |
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"adamw": {
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| 69 |
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"learning_rate": 0.0002,
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| 70 |
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"weight_decay": 0.01,
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| 71 |
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"adam_beta1": 0.9,
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| 72 |
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"adam_beta2": 0.999,
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| 73 |
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"adam_epsilon": 1e-08,
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| 74 |
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"lr_scheduler": "cosine",
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| 75 |
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"lr_warmup_steps": 1000
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| 76 |
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},
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| 77 |
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"shampoo": {
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| 78 |
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"learning_rate": 0.0001,
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| 79 |
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"weight_decay": 0.01,
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"adam_beta1": 0.9,
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"adam_beta2": 0.999,
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"adam_epsilon": 1e-08,
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| 83 |
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"shampoo_max_dim": 4096,
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| 84 |
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"shampoo_freq": 100,
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| 85 |
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"shampoo_start": 100,
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| 86 |
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"lr_scheduler": "constant",
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| 87 |
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"lr_warmup_steps": 500
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| 88 |
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},
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| 89 |
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"max_grad_norm": 1.0,
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| 90 |
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"mixed_precision": "bf16",
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| 91 |
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"random_jitter": false,
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| 92 |
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"flow_matching": {
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| 93 |
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"timestep_sampling": "logit_normal",
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| 94 |
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"logit_normal_mean": 0.0,
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| 95 |
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"logit_normal_std": 1.0,
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| 96 |
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"sigma_min": 0.0001
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| 97 |
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},
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| 98 |
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"losses": {
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"velocity_weight": 1.0,
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"normals_weight": 1.0,
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| 101 |
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"normals_start_step": 0,
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"grad_weight": 2.0,
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"grad_scales": [
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1,
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| 108 |
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"freq_weight": 0.0,
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"freq_start_step": 1000,
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| 111 |
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"freq_alpha": 1.0,
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| 112 |
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"photo_weight": 2.0,
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| 113 |
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"photo_start_step": 0,
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| 114 |
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| 121 |
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"val_every_steps": 0.5,
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| 123 |
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| 126 |
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| 127 |
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| 128 |
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| 129 |
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| 130 |
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| 131 |
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"logger": "wandb",
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| 132 |
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"project_name": "mars-depthfm",
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| 133 |
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"run_name": "sd21-hirise-v1",
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| 134 |
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"output_dir": "outputs/mars_depthfm_hirise_large",
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| 135 |
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| 137 |
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| 140 |
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| 141 |
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"prefetch_factor": 4
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| 142 |
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}
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| 143 |
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},
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| 144 |
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"created_at": "2026-05-14T14:59:59.456596+00:00",
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| 145 |
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"git_commit": "d1cf0d43fc4fa26e20a9ee50eaaf609e93db363a",
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| 146 |
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"python_version": "3.12.12 (main, Dec 17 2025, 21:10:06) [Clang 21.1.4 ]",
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| 147 |
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"platform": "Linux-5.15.0-177-generic-x86_64-with-glibc2.35",
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| 148 |
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"key_packages": {
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| 149 |
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"torch": "2.12.0",
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| 150 |
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"lightning": "2.6.1",
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| 151 |
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"litdata": "0.2.61",
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| 152 |
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"numpy": "2.4.4",
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| 153 |
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"rasterio": "1.5.0",
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| 154 |
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"omegaconf": "2.3.0"
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| 155 |
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},
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| 156 |
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"file_checksums": {
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| 157 |
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"_SUCCESS": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
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}
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val/chunk-0-0.bin
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val/chunk-1-0.bin
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val/chunk-10-0.bin
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