Upload v4-lam0p1-s1_summary.json with huggingface_hub
Browse files- v4-lam0p1-s1_summary.json +90 -0
v4-lam0p1-s1_summary.json
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{
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"tag": "v4-lam0p1-s1",
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"lambda_jepa": 0.1,
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"beta_nll": 0.5,
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"n_params": 7539335,
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"best_fde_m": 3023.2138671875,
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"final": {
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"in_distribution": {
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"ade_m": 1362.0323486328125,
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"fde_m": 3023.2138671875,
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"fde_median_m": 2212.9443359375,
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"nll_xy_z": 711.4514770507812,
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"coverage_95": 0.018166089965397925,
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"n": 8092,
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"miss_rate_500m": 0.9415472071181413,
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"miss_rate_1000m": 0.7921403855659911,
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"miss_rate_2000m": 0.5420168067226891,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 688.9374389648438,
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"fde_m": 1482.9609375,
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"coverage_95": 0.04340092493774458,
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"n": 2811
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},
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"delta_60_90": {
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"ade_m": 1340.9940185546875,
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"fde_m": 3056.51708984375,
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"coverage_95": 0.006540697674418605,
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"n": 2752
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},
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"delta_90_120": {
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"ade_m": 2083.106201171875,
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"fde_m": 4591.599609375,
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"coverage_95": 0.0036845983787767134,
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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": 3609.223388671875,
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"fde_m": 7160.74658203125,
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"fde_median_m": 5973.0859375,
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"nll_xy_z": 3845.359375,
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"coverage_95": 0.01272862086010875,
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"n": 8092,
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"miss_rate_500m": 0.9966633712308453,
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"miss_rate_1000m": 0.9414236282748394,
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"miss_rate_2000m": 0.8122837370242215
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},
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"extrap_delta_300": {
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"ade_m": 5759.6767578125,
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"fde_m": 9968.3203125,
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"fde_median_m": 7773.7880859375,
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"nll_xy_z": 7357.2001953125,
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"coverage_95": 0.0011122095897182402,
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"n": 8092,
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"miss_rate_500m": 1.0,
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"miss_rate_1000m": 0.999876421156698,
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"miss_rate_2000m": 0.9919673751853683
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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": "v4-lam0p1-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": 0.1,
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"ema_decay": 0.998,
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"beta_nll": 0.5,
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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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"trackio_name": "v4-lam0p1-s1"
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}
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}
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