Upload v7-pre-heldout-s2_summary.json with huggingface_hub
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v7-pre-heldout-s2_summary.json
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{
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"tag": "v7-pre-heldout-s2",
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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": 2037.8431396484375,
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"final": {
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"in_distribution": {
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"ade_m": 1142.0760498046875,
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"fde_m": 2044.868408203125,
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"fde_median_m": 1354.33251953125,
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"nll_xy_z": -10.349508285522461,
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"coverage_95": 0.9642436727486757,
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"n": 6796,
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"miss_rate_500m": 0.8379929370217776,
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"miss_rate_1000m": 0.6194820482636845,
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"miss_rate_2000m": 0.34932313125367864,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 803.7611694335938,
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"fde_m": 1144.6207275390625,
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"coverage_95": 0.9926724137931034,
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"n": 2320
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},
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"delta_60_90": {
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"ade_m": 1114.315185546875,
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"fde_m": 1917.1864013671875,
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"coverage_95": 0.9596491228070175,
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"n": 2280
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},
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"delta_90_120": {
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"ade_m": 1503.042236328125,
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"fde_m": 3060.291748046875,
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"coverage_95": 0.9396145610278372,
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"n": 2335
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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": 3010.513916015625,
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"fde_m": 8042.02001953125,
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"fde_median_m": 7357.091796875,
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"nll_xy_z": -4.608954429626465,
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"coverage_95": 0.4206886403766922,
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"n": 6796,
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"miss_rate_500m": 0.946144791053561,
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"miss_rate_1000m": 0.866833431430253,
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"miss_rate_2000m": 0.76854031783402
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},
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"extrap_delta_300": {
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"ade_m": 4440.9228515625,
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"fde_m": 11000.666015625,
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"fde_median_m": 9767.6982421875,
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"nll_xy_z": 0.3593690097332001,
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"coverage_95": 0.4070041200706298,
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"n": 6796,
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"miss_rate_500m": 0.9683637433784579,
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"miss_rate_1000m": 0.8917010005885815,
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"miss_rate_2000m": 0.7822248381400824
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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-s2",
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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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| 78 |
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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": 2,
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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-s2"
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}
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}
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