Upload v6-lam0p1-s0_summary.json with huggingface_hub
Browse files- v6-lam0p1-s0_summary.json +93 -0
v6-lam0p1-s0_summary.json
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{
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"tag": "v6-lam0p1-s0",
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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": 1904.234375,
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"final": {
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"in_distribution": {
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"ade_m": 1084.9251708984375,
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"fde_m": 1904.234375,
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"fde_median_m": 1254.303955078125,
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"nll_xy_z": -10.261879920959473,
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"coverage_95": 0.9688581314878892,
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"n": 8092,
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"miss_rate_500m": 0.8351458230350963,
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"miss_rate_1000m": 0.5952792881858626,
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"miss_rate_2000m": 0.3231586752347998,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 781.3541259765625,
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"fde_m": 1058.2919921875,
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"coverage_95": 0.9888059701492538,
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"n": 2680
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},
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"delta_60_90": {
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"ade_m": 1055.353759765625,
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"fde_m": 1791.187744140625,
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"coverage_95": 0.9680028129395218,
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"n": 2844
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},
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"delta_90_120": {
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"ade_m": 1411.605224609375,
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"fde_m": 2842.21142578125,
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"coverage_95": 0.951148377688662,
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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": 2893.1728515625,
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"fde_m": 7892.2373046875,
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"fde_median_m": 7382.1416015625,
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"nll_xy_z": -5.338508605957031,
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"coverage_95": 0.45353435491843797,
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"n": 8092,
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| 46 |
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"miss_rate_500m": 0.9504448838358873,
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| 47 |
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"miss_rate_1000m": 0.8712308452792882,
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| 48 |
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"miss_rate_2000m": 0.7701433514582303
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},
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"extrap_delta_300": {
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"ade_m": 4142.8720703125,
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"fde_m": 10633.9619140625,
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"fde_median_m": 9202.787109375,
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"nll_xy_z": -1.1873283386230469,
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"coverage_95": 0.4342560553633218,
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| 56 |
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"n": 8092,
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| 57 |
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"miss_rate_500m": 0.9597132970835393,
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| 58 |
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"miss_rate_1000m": 0.879387048937222,
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| 59 |
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"miss_rate_2000m": 0.7679189322787938
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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-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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| 69 |
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"lr": 0.0001,
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"weight_decay": 0.0001,
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| 71 |
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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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| 74 |
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"delta_max": 120,
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| 75 |
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"extrap_delta_max": 300,
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| 76 |
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"epoch_multiplier": 1,
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| 77 |
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"lambda_jepa": 0.1,
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| 78 |
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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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| 91 |
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"trackio_name": "v6-lam0p1-s0"
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}
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}
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