Upload v5-lam0p1-s2_summary.json with huggingface_hub
Browse files- v5-lam0p1-s2_summary.json +92 -0
v5-lam0p1-s2_summary.json
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{
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"tag": "v5-lam0p1-s2",
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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": 2711.35205078125,
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"final": {
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"in_distribution": {
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"ade_m": 1243.3875732421875,
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"fde_m": 2711.35205078125,
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"fde_median_m": 1913.610107421875,
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"nll_xy_z": 233.97055053710938,
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"coverage_95": 0.06265447355412754,
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"n": 8092,
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"miss_rate_500m": 0.9221453287197232,
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"miss_rate_1000m": 0.7399901136925358,
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"miss_rate_2000m": 0.48158675234799797,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 662.1484985351562,
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"fde_m": 1286.1925048828125,
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"coverage_95": 0.12351885098743268,
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"n": 2785
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},
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"delta_60_90": {
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"ade_m": 1179.477294921875,
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"fde_m": 2581.5615234375,
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"coverage_95": 0.04786262331019364,
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"n": 2737
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},
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"delta_90_120": {
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"ade_m": 1898.5810546875,
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"fde_m": 4289.580078125,
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"coverage_95": 0.014197306152166,
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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": 5627.31103515625,
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"fde_m": 9092.3388671875,
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"fde_median_m": 7380.802734375,
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"nll_xy_z": 2156.40478515625,
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"coverage_95": 0.0022244191794364805,
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"n": 8092,
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"miss_rate_500m": 1.0,
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"miss_rate_1000m": 1.0,
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"miss_rate_2000m": 0.9972812654473554
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},
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"extrap_delta_300": {
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"ade_m": 10398.8837890625,
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"fde_m": 14401.6572265625,
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"fde_median_m": 11652.9150390625,
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"nll_xy_z": 5440.7744140625,
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"coverage_95": 0.0004943153732081067,
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"n": 8092,
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"miss_rate_500m": 1.0,
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"miss_rate_1000m": 1.0,
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"miss_rate_2000m": 0.999876421156698
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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": "v5-lam0p1-s2",
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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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"ss_max": 0.5,
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"ss_warmup_frac": 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": 2,
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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": "v5-lam0p1-s2"
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}
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}
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