Upload v3-lam0p0_summary.json with huggingface_hub
Browse files- v3-lam0p0_summary.json +90 -0
v3-lam0p0_summary.json
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{
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"tag": "v3-lam0p0",
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"lambda_jepa": 0.0,
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"beta_nll": 0.5,
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"n_params": 7539335,
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"best_fde_m": 4749.18798828125,
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"final": {
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"in_distribution": {
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"ade_m": 1994.755615234375,
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"fde_m": 4749.18798828125,
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"fde_median_m": 3880.101806640625,
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"nll_xy_z": 557.2731323242188,
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"coverage_95": 0.03274839347503707,
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"n": 8092,
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"miss_rate_500m": 0.9657686604053386,
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"miss_rate_1000m": 0.8800049431537321,
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"miss_rate_2000m": 0.7183638161146811,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 952.1354370117188,
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"fde_m": 1912.7119140625,
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"coverage_95": 0.07350746268656716,
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"n": 2680
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},
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"delta_60_90": {
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"ade_m": 1882.81298828125,
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"fde_m": 4585.97900390625,
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"coverage_95": 0.023206751054852322,
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"n": 2844
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},
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"delta_90_120": {
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"ade_m": 3121.49609375,
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"fde_m": 7669.412109375,
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"coverage_95": 0.0018228217280349982,
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"n": 2743
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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": 5952.7275390625,
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"fde_m": 12219.4443359375,
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"fde_median_m": 11400.162109375,
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"nll_xy_z": 3052.913330078125,
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"coverage_95": 0.0009886307464162135,
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"n": 8092,
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"miss_rate_500m": 0.9997528423133959,
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"miss_rate_1000m": 0.9978991596638656,
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"miss_rate_2000m": 0.9819574888779041
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},
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"extrap_delta_300": {
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"ade_m": 8045.923828125,
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"fde_m": 15148.5400390625,
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"fde_median_m": 13148.4892578125,
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"nll_xy_z": 4974.12548828125,
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"coverage_95": 0.00012357884330202668,
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"n": 8092,
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"miss_rate_500m": 0.999876421156698,
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"miss_rate_1000m": 0.9991349480968859,
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"miss_rate_2000m": 0.9935739001482946
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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": "v3-lam0p0",
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"out_dir": "runs",
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"epochs": 30,
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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": 0.0,
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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": 0,
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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": "v3-lam0p0"
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}
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}
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