Upload v6-lam0p1-s2_summary.json with huggingface_hub
Browse files- v6-lam0p1-s2_summary.json +93 -0
v6-lam0p1-s2_summary.json
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{
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"tag": "v6-lam0p1-s2",
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"lambda_jepa": 0.1,
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"beta_nll": 0.5,
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"n_params": 7967886,
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"best_fde_m": 1905.556884765625,
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"final": {
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"in_distribution": {
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"ade_m": 1098.5457763671875,
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"fde_m": 1905.556884765625,
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"fde_median_m": 1299.7315673828125,
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"nll_xy_z": -10.303141593933105,
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"coverage_95": 0.967128027681661,
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"n": 8092,
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"miss_rate_500m": 0.8339100346020761,
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"miss_rate_1000m": 0.6051655956500247,
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"miss_rate_2000m": 0.3320563519525457,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 790.9866333007812,
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"fde_m": 1092.157470703125,
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"coverage_95": 0.9917414721723519,
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"n": 2785
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},
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"delta_60_90": {
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"ade_m": 1086.21533203125,
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"fde_m": 1839.5618896484375,
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"coverage_95": 0.9598100109609061,
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"n": 2737
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},
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"delta_90_120": {
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"ade_m": 1423.2672119140625,
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"fde_m": 2799.07958984375,
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"coverage_95": 0.947215143793229,
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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": 2843.651611328125,
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"fde_m": 7678.0986328125,
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"fde_median_m": 7317.61669921875,
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"nll_xy_z": -5.38964319229126,
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"coverage_95": 0.45773603559070686,
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"n": 8092,
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"miss_rate_500m": 0.9614434008897677,
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"miss_rate_1000m": 0.8758032624814631,
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"miss_rate_2000m": 0.7698961937716263
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},
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"extrap_delta_300": {
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"ade_m": 4080.863037109375,
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"fde_m": 10524.166015625,
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"fde_median_m": 9125.39453125,
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"nll_xy_z": -1.427000880241394,
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"coverage_95": 0.439693524468611,
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"n": 8092,
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| 57 |
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"miss_rate_500m": 0.9584775086505191,
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| 58 |
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"miss_rate_1000m": 0.8755561047948591,
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"miss_rate_2000m": 0.7738507167572911
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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": "v6-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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| 80 |
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"ss_max": 0.0,
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"ss_warmup_frac": 0.5,
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"decoder_mode": "parallel",
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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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| 90 |
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"hub_model_id": "guychuk/flight-jepa-v2",
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"trackio_name": "v6-lam0p1-s2"
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}
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}
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