Upload v5-lam0p0-s0_summary.json with huggingface_hub
Browse files- v5-lam0p0-s0_summary.json +92 -0
v5-lam0p0-s0_summary.json
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{
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"tag": "v5-lam0p0-s0",
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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": 3512.710205078125,
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"final": {
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"in_distribution": {
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"ade_m": 1576.5247802734375,
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"fde_m": 3512.710205078125,
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"fde_median_m": 2559.517578125,
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"nll_xy_z": 305.8431091308594,
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"coverage_95": 0.03213049925852694,
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"n": 8092,
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"miss_rate_500m": 0.9777558082056352,
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"miss_rate_1000m": 0.8803756796836382,
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"miss_rate_2000m": 0.6125803262481463,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 814.0537109375,
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"fde_m": 1557.7474365234375,
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"coverage_95": 0.07723880597014926,
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"n": 2680
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},
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"delta_60_90": {
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"ade_m": 1498.6025390625,
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"fde_m": 3398.007080078125,
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"coverage_95": 0.014416315049226441,
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"n": 2844
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},
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"delta_90_120": {
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"ade_m": 2390.067138671875,
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"fde_m": 5518.86328125,
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"coverage_95": 0.005468465184104995,
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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": 4568.38330078125,
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"fde_m": 9884.162109375,
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"fde_median_m": 8945.326171875,
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"nll_xy_z": 2141.771728515625,
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"coverage_95": 0.0046959960454770145,
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"n": 8092,
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| 46 |
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"miss_rate_500m": 0.9988877904102818,
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"miss_rate_1000m": 0.9933267424616905,
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"miss_rate_2000m": 0.9296836381611469
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},
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"extrap_delta_300": {
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"ade_m": 6274.9794921875,
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"fde_m": 13574.3427734375,
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"fde_median_m": 11199.61328125,
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"nll_xy_z": 4595.8486328125,
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"coverage_95": 0.001977261492832427,
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"n": 8092,
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| 57 |
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"miss_rate_500m": 0.999629263470094,
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"miss_rate_1000m": 0.9957983193277311,
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"miss_rate_2000m": 0.95365793376174
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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-s0",
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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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| 80 |
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"ss_max": 0.5,
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| 81 |
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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": 0,
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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-s0"
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}
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}
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