Upload v7-pre-heldout-s0_summary.json with huggingface_hub
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v7-pre-heldout-s0_summary.json
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{
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"tag": "v7-pre-heldout-s0",
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"lambda_jepa": 0.0,
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"beta_nll": 0.5,
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"n_params": 7967886,
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"best_fde_m": 1934.4864501953125,
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"final": {
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"in_distribution": {
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"ade_m": 1094.475341796875,
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"fde_m": 1934.4864501953125,
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"fde_median_m": 1316.1800537109375,
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"nll_xy_z": -10.451643943786621,
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"coverage_95": 0.9714537963507945,
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"n": 6796,
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"miss_rate_500m": 0.8291642142436728,
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"miss_rate_1000m": 0.6085932901706886,
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"miss_rate_2000m": 0.33210712183637436,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 794.7219848632812,
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"fde_m": 1093.7225341796875,
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"coverage_95": 0.9947183098591549,
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"n": 2272
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},
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"delta_60_90": {
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"ade_m": 1070.7431640625,
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"fde_m": 1820.297119140625,
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"coverage_95": 0.9691151919866444,
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"n": 2396
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},
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"delta_90_120": {
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"ade_m": 1413.9208984375,
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"fde_m": 2873.9453125,
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"coverage_95": 0.950021920210434,
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"n": 2281
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}
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}
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},
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"extrap_delta_180": {
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"ade_m": 3103.567138671875,
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"fde_m": 8273.119140625,
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"fde_median_m": 7845.59912109375,
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"nll_xy_z": -4.458310604095459,
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"coverage_95": 0.4005297233666863,
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"n": 6796,
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"miss_rate_500m": 0.9468805179517363,
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"miss_rate_1000m": 0.8809593878752207,
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"miss_rate_2000m": 0.7835491465567981
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},
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"extrap_delta_300": {
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"ade_m": 4307.4892578125,
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"fde_m": 10964.2587890625,
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"fde_median_m": 9732.6171875,
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"nll_xy_z": -0.15796510875225067,
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"coverage_95": 0.39714537963507945,
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"n": 6796,
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"miss_rate_500m": 0.9570335491465568,
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"miss_rate_1000m": 0.8858151854031784,
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"miss_rate_2000m": 0.7838434373160683
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}
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},
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"args": {
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"airport": "RKSIa",
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"data_dir": "data",
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"tag": "v7-pre-heldout-s0",
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"out_dir": "runs",
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"epochs": 60,
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"batch_size": 64,
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"lr": 0.0001,
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"weight_decay": 0.0001,
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"past_max": 256,
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"past_min": 60,
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"delta_min": 30,
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"delta_max": 120,
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"extrap_delta_max": 300,
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"epoch_multiplier": 1,
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"lambda_jepa": 0.0,
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"ema_decay": 0.998,
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"beta_nll": 0.5,
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"ss_max": 0.0,
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"ss_warmup_frac": 0.5,
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"decoder_mode": "parallel",
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"d_model": 256,
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"n_layers": 4,
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"n_heads": 8,
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"patch_size": 8,
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"seed": 0,
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"num_workers": 2,
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"push_to_hub": true,
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| 90 |
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"hub_model_id": "guychuk/flight-jepa-v2",
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| 91 |
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"pretrained_encoder": "guychuk/flight-jepa-v2",
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"pretrained_encoder_file": "v7-pretrain.pt",
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"freeze_encoder": false,
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"held_out_classes": "6,18,28",
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"keep_only_classes": null,
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"trackio_name": "v7-pre-heldout-s0"
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}
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}
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