Upload v7-scratch-s2_summary.json with huggingface_hub
Browse files- v7-scratch-s2_summary.json +96 -0
v7-scratch-s2_summary.json
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{
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"tag": "v7-scratch-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": 1889.0,
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"final": {
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"in_distribution": {
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"ade_m": 1089.1856689453125,
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"fde_m": 1889.0,
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"fde_median_m": 1278.1375732421875,
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"nll_xy_z": -10.325236320495605,
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"coverage_95": 0.9683638161146811,
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"n": 8092,
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"miss_rate_500m": 0.8269896193771626,
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"miss_rate_1000m": 0.5962679189322788,
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"miss_rate_2000m": 0.3263717251606525,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 784.7384033203125,
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"fde_m": 1072.2701416015625,
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"coverage_95": 0.9931777378815081,
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"n": 2785
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},
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"delta_60_90": {
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"ade_m": 1073.9901123046875,
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"fde_m": 1822.41455078125,
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"coverage_95": 0.9594446474241871,
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"n": 2737
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},
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"delta_90_120": {
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"ade_m": 1413.0623779296875,
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"fde_m": 2786.01171875,
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"coverage_95": 0.9497633782307973,
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"n": 2747
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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": 2839.57421875,
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"fde_m": 7700.36572265625,
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"fde_median_m": 7342.78857421875,
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"nll_xy_z": -5.38679838180542,
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"coverage_95": 0.4556351952545724,
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"n": 8092,
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"miss_rate_500m": 0.958724666337123,
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"miss_rate_1000m": 0.8727137913989125,
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"miss_rate_2000m": 0.7700197726149283
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},
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"extrap_delta_300": {
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"ade_m": 4096.40625,
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"fde_m": 10572.5224609375,
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"fde_median_m": 9162.080078125,
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"nll_xy_z": -1.5193625688552856,
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"coverage_95": 0.44228868017795353,
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| 56 |
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"n": 8092,
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| 57 |
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"miss_rate_500m": 0.9590954028670292,
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| 58 |
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"miss_rate_1000m": 0.8764211566979733,
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| 59 |
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"miss_rate_2000m": 0.7742214532871973
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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-scratch-s2",
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| 66 |
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"out_dir": "runs",
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| 67 |
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"epochs": 60,
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| 68 |
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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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| 72 |
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"past_min": 60,
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| 73 |
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"delta_min": 30,
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| 74 |
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"delta_max": 120,
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| 75 |
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"extrap_delta_max": 300,
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| 76 |
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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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| 79 |
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"beta_nll": 0.5,
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| 80 |
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"ss_max": 0.0,
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| 81 |
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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": null,
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"pretrained_encoder_file": null,
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| 93 |
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"freeze_encoder": false,
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"trackio_name": "v7-scratch-s2"
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}
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}
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