Upload v8-pre-hoLSZH-s1_summary.json with huggingface_hub
Browse files- v8-pre-hoLSZH-s1_summary.json +101 -0
v8-pre-hoLSZH-s1_summary.json
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{
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"tag": "v8-pre-hoLSZH-s1",
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"lambda_jepa": 0.0,
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"beta_nll": 0.5,
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"n_params": 8034446,
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"final": {
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"in_distribution": {
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"fde_median_m": 3704.164794921875,
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"nll_xy_z": -4.143330097198486,
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"coverage_95": 0.6064509146011473,
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"n": 9239,
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"miss_rate_500m": 0.9861456867626367,
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"miss_rate_1000m": 0.9238012771945016,
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"miss_rate_2000m": 0.7566836237688062,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 1781.5723876953125,
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"fde_m": 2876.011962890625,
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"coverage_95": 0.7328531161916693,
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"n": 3193
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},
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"delta_60_90": {
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"ade_m": 2684.203857421875,
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"fde_m": 5083.00634765625,
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"coverage_95": 0.5771080474511061,
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"n": 3119
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},
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"delta_90_120": {
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"ade_m": 3712.451904296875,
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"fde_m": 7396.33935546875,
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"coverage_95": 0.5033471469556902,
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"n": 3137
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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": 5833.5205078125,
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"fde_m": 13173.2958984375,
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| 42 |
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"fde_median_m": 12551.130859375,
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| 43 |
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"nll_xy_z": 9.274334907531738,
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| 44 |
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"coverage_95": 0.26334018833207057,
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| 45 |
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"n": 9239,
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| 46 |
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"miss_rate_500m": 0.9958870007576578,
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| 47 |
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"miss_rate_1000m": 0.9795432406104557,
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| 48 |
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"miss_rate_2000m": 0.9253165927048381
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},
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| 50 |
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"extrap_delta_300": {
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"ade_m": 7451.52001953125,
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| 52 |
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"fde_m": 16421.81640625,
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| 53 |
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"fde_median_m": 14541.564453125,
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| 54 |
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"nll_xy_z": 23.165159225463867,
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"coverage_95": 0.24483169174153047,
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| 56 |
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"n": 9239,
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| 57 |
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"miss_rate_500m": 0.9964281848684923,
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| 58 |
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"miss_rate_1000m": 0.9769455568784501,
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| 59 |
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"miss_rate_2000m": 0.9176317783309882
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}
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},
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"args": {
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"airport": "RKSIa",
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| 64 |
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"multi_airport": "RKSIa,RKSId,ESSA",
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| 65 |
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"eval_airport": "LSZH",
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| 66 |
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"use_airport_token": true,
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| 67 |
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"data_dir": "data",
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| 68 |
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"tag": "v8-pre-hoLSZH-s1",
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| 69 |
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"out_dir": "runs",
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| 70 |
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"epochs": 60,
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| 71 |
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"batch_size": 64,
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| 72 |
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"lr": 0.0001,
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| 73 |
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"weight_decay": 0.0001,
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| 74 |
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"past_max": 256,
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| 75 |
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"past_min": 60,
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| 76 |
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"delta_min": 30,
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| 77 |
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"delta_max": 120,
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| 78 |
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"extrap_delta_max": 300,
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| 79 |
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"epoch_multiplier": 1,
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| 80 |
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"lambda_jepa": 0.0,
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| 81 |
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"ema_decay": 0.998,
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| 82 |
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"beta_nll": 0.5,
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| 83 |
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"ss_max": 0.0,
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| 84 |
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"ss_warmup_frac": 0.5,
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| 85 |
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"decoder_mode": "parallel",
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| 86 |
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"d_model": 256,
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| 87 |
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"n_layers": 4,
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| 88 |
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"n_heads": 8,
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| 89 |
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"patch_size": 8,
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| 90 |
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"seed": 1,
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| 91 |
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"num_workers": 2,
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| 92 |
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"push_to_hub": true,
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| 93 |
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"hub_model_id": "guychuk/flight-jepa-v2",
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| 94 |
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"pretrained_encoder": "guychuk/flight-jepa-v2",
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| 95 |
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"pretrained_encoder_file": "v8-pretrain-hoLSZH.pt",
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| 96 |
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"freeze_encoder": false,
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| 97 |
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"held_out_classes": null,
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| 98 |
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"keep_only_classes": null,
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"trackio_name": "v8-pre-hoLSZH-s1"
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}
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}
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