Upload v6-lam0p1-s1_summary.json with huggingface_hub
Browse files- v6-lam0p1-s1_summary.json +93 -0
v6-lam0p1-s1_summary.json
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{
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"tag": "v6-lam0p1-s1",
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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": 1967.3564453125,
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"final": {
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"in_distribution": {
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"ade_m": 1134.7777099609375,
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"fde_m": 1967.3564453125,
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"fde_median_m": 1342.9974365234375,
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"nll_xy_z": -10.230289459228516,
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"coverage_95": 0.9657686604053386,
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"n": 8092,
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"miss_rate_500m": 0.8520761245674741,
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"miss_rate_1000m": 0.6235788433020266,
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"miss_rate_2000m": 0.342560553633218,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 851.154052734375,
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"fde_m": 1168.3983154296875,
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"coverage_95": 0.9854144432586268,
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"n": 2811
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},
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"delta_60_90": {
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"ade_m": 1104.5135498046875,
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"fde_m": 1875.293212890625,
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"coverage_95": 0.965843023255814,
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"n": 2752
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},
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"delta_90_120": {
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"ade_m": 1459.623046875,
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"fde_m": 2884.046875,
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"coverage_95": 0.9465733235077377,
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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": 2937.147705078125,
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"fde_m": 8034.52880859375,
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"fde_median_m": 7805.31640625,
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"nll_xy_z": -5.277950286865234,
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"coverage_95": 0.44859120118635687,
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| 45 |
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"n": 8092,
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| 46 |
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"miss_rate_500m": 0.9550173010380623,
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| 47 |
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"miss_rate_1000m": 0.8748146317350469,
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"miss_rate_2000m": 0.7780523974295601
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},
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"extrap_delta_300": {
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"ade_m": 4173.03369140625,
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"fde_m": 10798.5078125,
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"fde_median_m": 9513.7646484375,
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"nll_xy_z": -1.2820442914962769,
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"coverage_95": 0.43363816114681164,
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| 56 |
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"n": 8092,
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| 57 |
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"miss_rate_500m": 0.9500741473059812,
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| 58 |
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"miss_rate_1000m": 0.8708601087493821,
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"miss_rate_2000m": 0.7754572417202175
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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-s1",
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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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"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": 1,
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"num_workers": 2,
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| 89 |
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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-s1"
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}
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}
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