Upload v7-pre-heldout-s1_summary.json with huggingface_hub
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v7-pre-heldout-s1_summary.json
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{
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"tag": "v7-pre-heldout-s1",
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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": 1910.978271484375,
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"final": {
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"in_distribution": {
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"ade_m": 1095.732666015625,
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"fde_m": 1910.978271484375,
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"fde_median_m": 1301.61767578125,
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"nll_xy_z": -10.426728248596191,
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"coverage_95": 0.9702766333137139,
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"n": 6796,
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"miss_rate_500m": 0.8306356680400235,
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"miss_rate_1000m": 0.6078575632725132,
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"miss_rate_2000m": 0.32592701589170103,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 799.73828125,
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"fde_m": 1092.037109375,
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"coverage_95": 0.9919217687074829,
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"n": 2352
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},
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"delta_60_90": {
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"ade_m": 1050.70947265625,
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"fde_m": 1795.6368408203125,
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"coverage_95": 0.9673118279569892,
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"n": 2325
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},
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"delta_90_120": {
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"ade_m": 1447.04736328125,
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"fde_m": 2873.703369140625,
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"coverage_95": 0.9514777238641376,
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"n": 2267
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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": 2912.41943359375,
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"fde_m": 7896.748046875,
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"fde_median_m": 7483.81689453125,
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"nll_xy_z": -5.367709636688232,
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"coverage_95": 0.4490876986462625,
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"n": 6796,
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"miss_rate_500m": 0.9529134785167745,
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"miss_rate_1000m": 0.8644791053560918,
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"miss_rate_2000m": 0.7673631547969394
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},
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"extrap_delta_300": {
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"ade_m": 4153.00341796875,
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"fde_m": 10631.1337890625,
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"fde_median_m": 9284.52734375,
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"nll_xy_z": -1.3950598239898682,
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"coverage_95": 0.43378457916421426,
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"n": 6796,
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"miss_rate_500m": 0.9558563861094762,
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"miss_rate_1000m": 0.872277810476751,
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"miss_rate_2000m": 0.7713360800470865
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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-s1",
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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": 1,
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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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"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-s1"
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}
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}
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