Upload v6-lam0p0-s0_summary.json with huggingface_hub
Browse files- v6-lam0p0-s0_summary.json +93 -0
v6-lam0p0-s0_summary.json
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{
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"tag": "v6-lam0p0-s0",
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"lambda_jepa": 0.0,
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"beta_nll": 0.5,
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"n_params": 7967886,
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"best_fde_m": 1870.519287109375,
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"final": {
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"in_distribution": {
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"ade_m": 1072.3271484375,
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"fde_m": 1882.3272705078125,
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"fde_median_m": 1238.818115234375,
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"nll_xy_z": -10.282767295837402,
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"coverage_95": 0.9699703410776075,
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"n": 8092,
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"miss_rate_500m": 0.8279782501235788,
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"miss_rate_1000m": 0.592807711319822,
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"miss_rate_2000m": 0.314755313890262,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 775.8960571289062,
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"fde_m": 1038.2735595703125,
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"coverage_95": 0.9891791044776119,
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"n": 2680
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},
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"delta_60_90": {
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"ade_m": 1041.3079833984375,
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"fde_m": 1765.9329833984375,
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"coverage_95": 0.9694092827004219,
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"n": 2844
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},
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"delta_90_120": {
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"ade_m": 1393.3037109375,
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"fde_m": 2821.408203125,
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"coverage_95": 0.95260663507109,
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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": 2888.84912109375,
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"fde_m": 7903.328125,
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"fde_median_m": 7356.48046875,
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"nll_xy_z": -5.244975566864014,
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"coverage_95": 0.4495798319327731,
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"n": 8092,
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| 46 |
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"miss_rate_500m": 0.9466139396935245,
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| 47 |
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"miss_rate_1000m": 0.8699950568462679,
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"miss_rate_2000m": 0.768536826495304
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},
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"extrap_delta_300": {
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"ade_m": 4136.84521484375,
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"fde_m": 10662.4130859375,
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"fde_median_m": 9263.2177734375,
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"nll_xy_z": -1.1075137853622437,
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"coverage_95": 0.4314137419673752,
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| 56 |
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"n": 8092,
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| 57 |
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"miss_rate_500m": 0.9530400395452299,
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| 58 |
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"miss_rate_1000m": 0.8755561047948591,
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| 59 |
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"miss_rate_2000m": 0.76890756302521
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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-lam0p0-s0",
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"out_dir": "runs",
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| 67 |
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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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| 72 |
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"past_min": 60,
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| 73 |
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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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| 76 |
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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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| 79 |
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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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| 81 |
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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": 0,
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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-lam0p0-s0"
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}
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}
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