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v7-pre-frozen-s1_summary.json
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{
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"tag": "v7-pre-frozen-s1",
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"lambda_jepa": 0.0,
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"n_params": 7967886,
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"final": {
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"nll_xy_z": -9.740588188171387,
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"coverage_95": 0.9739248640632724,
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"n": 8092,
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"miss_rate_500m": 0.9202916460701928,
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"miss_rate_1000m": 0.7619871478002966,
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"miss_rate_2000m": 0.48850716757291157,
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"per_bucket": {
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"delta_30_60": {
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"n": 2811
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},
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"n": 2752
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},
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"delta_90_120": {
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"n": 2714
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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": 5030.37158203125,
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"fde_m": 10113.775390625,
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"fde_median_m": 9198.80078125,
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"nll_xy_z": -5.145948886871338,
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"coverage_95": 0.49925852694018785,
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"n": 8092,
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"miss_rate_500m": 0.9919673751853683,
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"miss_rate_1000m": 0.9692288680177954,
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"miss_rate_2000m": 0.9041028175976273
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},
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"extrap_delta_300": {
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"ade_m": 6627.19677734375,
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"fde_m": 13160.189453125,
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"fde_median_m": 11352.1669921875,
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"nll_xy_z": -2.748584270477295,
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"coverage_95": 0.47787938704893723,
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"n": 8092,
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"miss_rate_500m": 0.9948096885813149,
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"miss_rate_1000m": 0.9781265447355413,
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"miss_rate_2000m": 0.9197973306969847
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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-frozen-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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"lambda_jepa": 0.0,
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"ss_max": 0.0,
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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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"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": true,
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"held_out_classes": null,
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"keep_only_classes": null,
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"trackio_name": "v7-pre-frozen-s1"
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}
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}
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