Upload v5-lam0p0-s1_summary.json with huggingface_hub
Browse files- v5-lam0p0-s1_summary.json +92 -0
v5-lam0p0-s1_summary.json
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{
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"tag": "v5-lam0p0-s1",
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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": 2872.222900390625,
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"final": {
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"in_distribution": {
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"ade_m": 1243.533935546875,
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"fde_m": 2872.222900390625,
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"fde_median_m": 2049.11279296875,
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"nll_xy_z": 200.3087615966797,
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"coverage_95": 0.05610479485912012,
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"n": 8092,
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"miss_rate_500m": 0.9434008897676718,
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"miss_rate_1000m": 0.7805239742956006,
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"miss_rate_2000m": 0.508897676717746,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 635.9200439453125,
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"fde_m": 1322.743896484375,
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"coverage_95": 0.12664532194948416,
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"n": 2811
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},
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"delta_60_90": {
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"ade_m": 1200.5052490234375,
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"fde_m": 2791.1630859375,
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"coverage_95": 0.023255813953488372,
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"n": 2752
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},
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"delta_90_120": {
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"ade_m": 1916.64697265625,
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"fde_m": 4555.02099609375,
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"coverage_95": 0.015106853352984525,
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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": 3749.380126953125,
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"fde_m": 8664.7783203125,
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"fde_median_m": 7836.80859375,
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"nll_xy_z": 1664.044677734375,
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"coverage_95": 0.007909045971329708,
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"n": 8092,
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"miss_rate_500m": 0.9969105289174494,
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| 47 |
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"miss_rate_1000m": 0.9749134948096886,
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"miss_rate_2000m": 0.8829708353929807
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},
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"extrap_delta_300": {
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"ade_m": 5300.607421875,
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"fde_m": 11441.8212890625,
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"fde_median_m": 9511.09375,
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"nll_xy_z": 3251.260009765625,
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"coverage_95": 0.004201680672268907,
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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": 0.9939446366782007,
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"miss_rate_2000m": 0.9104053386060307
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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-lam0p0-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": 0.0,
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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-lam0p0-s1"
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}
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}
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