Upload v5-lam0p1-s1_summary.json with huggingface_hub
Browse files- v5-lam0p1-s1_summary.json +92 -0
v5-lam0p1-s1_summary.json
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{
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"tag": "v5-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": 2729.27880859375,
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"final": {
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"in_distribution": {
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"ade_m": 1262.02392578125,
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"fde_m": 2729.27880859375,
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"fde_median_m": 2007.4461669921875,
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"nll_xy_z": 230.81005859375,
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"coverage_95": 0.05425111220958972,
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"n": 8092,
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"miss_rate_500m": 0.9378398418190805,
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"miss_rate_1000m": 0.7771873455264459,
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"miss_rate_2000m": 0.5019772614928324,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 657.1968994140625,
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"fde_m": 1341.9356689453125,
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"coverage_95": 0.13127001067235858,
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"n": 2811
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},
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"delta_60_90": {
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"ade_m": 1223.712890625,
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"fde_m": 2727.914306640625,
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"coverage_95": 0.02252906976744186,
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"n": 2752
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},
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"delta_90_120": {
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"ade_m": 1929.1710205078125,
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"fde_m": 4170.70361328125,
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"coverage_95": 0.005158437730287398,
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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": 3373.83935546875,
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"fde_m": 6843.54541015625,
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"fde_median_m": 5035.0341796875,
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"nll_xy_z": 1492.327392578125,
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"coverage_95": 0.009391992090954029,
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"n": 8092,
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"miss_rate_500m": 0.995551161641127,
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"miss_rate_1000m": 0.976643598615917,
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"miss_rate_2000m": 0.8623331685615423
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},
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"extrap_delta_300": {
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"ade_m": 4942.74365234375,
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"fde_m": 10266.0625,
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"fde_median_m": 7728.62255859375,
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"nll_xy_z": 3883.59033203125,
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"coverage_95": 0.007414730598121601,
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"n": 8092,
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| 57 |
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"miss_rate_500m": 0.9995056846267919,
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"miss_rate_1000m": 0.9882600098863075,
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"miss_rate_2000m": 0.8965645081562037
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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-s1",
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"out_dir": "runs",
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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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"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": 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": "v5-lam0p1-s1"
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}
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}
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