Upload v3-lam0p1_summary.json with huggingface_hub
Browse files- v3-lam0p1_summary.json +90 -0
v3-lam0p1_summary.json
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{
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"tag": "v3-lam0p1",
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"lambda_jepa": 0.1,
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"beta_nll": 0.5,
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"n_params": 7539335,
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"best_fde_m": 3617.177490234375,
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"final": {
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"in_distribution": {
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"ade_m": 1671.22412109375,
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"fde_m": 3617.177490234375,
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"fde_median_m": 2612.599609375,
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"nll_xy_z": 383.3913269042969,
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"coverage_95": 0.035837864557587744,
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"n": 8092,
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"miss_rate_500m": 0.9829461196243203,
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"miss_rate_1000m": 0.8807464162135442,
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"miss_rate_2000m": 0.6134453781512605,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 914.4721069335938,
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"fde_m": 1731.051513671875,
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"coverage_95": 0.07686567164179105,
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"n": 2680
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},
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"delta_60_90": {
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"ade_m": 1589.810791015625,
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"fde_m": 3404.51171875,
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"coverage_95": 0.02250351617440225,
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"n": 2844
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},
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"delta_90_120": {
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"ade_m": 2481.503173828125,
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"fde_m": 5661.73681640625,
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"coverage_95": 0.00911410864017499,
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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": 5077.16943359375,
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"fde_m": 10171.7607421875,
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"fde_median_m": 8917.0,
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"nll_xy_z": 2659.665283203125,
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"coverage_95": 0.0037073652990608007,
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"n": 8092,
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"miss_rate_500m": 1.0,
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"miss_rate_1000m": 0.9992585269401878,
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"miss_rate_2000m": 0.9624320316361838
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},
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"extrap_delta_300": {
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"ade_m": 6292.3837890625,
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"fde_m": 12518.1572265625,
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"fde_median_m": 10183.232421875,
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"nll_xy_z": 4503.1064453125,
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"coverage_95": 0.0022244191794364805,
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"n": 8092,
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"miss_rate_500m": 0.9987642115669797,
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"miss_rate_1000m": 0.9927088482451805,
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"miss_rate_2000m": 0.9574888779041029
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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": "v3-lam0p1",
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"out_dir": "runs",
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"epochs": 30,
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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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"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": "v3-lam0p1"
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}
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}
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