flight-jepa-v2 / v3-lam0p1_summary.json
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{
"tag": "v3-lam0p1",
"lambda_jepa": 0.1,
"beta_nll": 0.5,
"n_params": 7539335,
"best_fde_m": 3617.177490234375,
"final": {
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"coverage_95": 0.035837864557587744,
"n": 8092,
"miss_rate_500m": 0.9829461196243203,
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"miss_rate_2000m": 0.6134453781512605,
"per_bucket": {
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},
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},
"delta_90_120": {
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"coverage_95": 0.00911410864017499,
"n": 2743
}
}
},
"extrap_delta_180": {
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"fde_m": 10171.7607421875,
"fde_median_m": 8917.0,
"nll_xy_z": 2659.665283203125,
"coverage_95": 0.0037073652990608007,
"n": 8092,
"miss_rate_500m": 1.0,
"miss_rate_1000m": 0.9992585269401878,
"miss_rate_2000m": 0.9624320316361838
},
"extrap_delta_300": {
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"fde_m": 12518.1572265625,
"fde_median_m": 10183.232421875,
"nll_xy_z": 4503.1064453125,
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"miss_rate_500m": 0.9987642115669797,
"miss_rate_1000m": 0.9927088482451805,
"miss_rate_2000m": 0.9574888779041029
}
},
"args": {
"airport": "RKSIa",
"data_dir": "data",
"tag": "v3-lam0p1",
"out_dir": "runs",
"epochs": 30,
"batch_size": 64,
"lr": 0.0001,
"weight_decay": 0.0001,
"past_max": 256,
"past_min": 60,
"delta_min": 30,
"delta_max": 120,
"extrap_delta_max": 300,
"epoch_multiplier": 1,
"lambda_jepa": 0.1,
"ema_decay": 0.998,
"beta_nll": 0.5,
"d_model": 256,
"n_layers": 4,
"n_heads": 8,
"patch_size": 8,
"seed": 0,
"num_workers": 2,
"push_to_hub": true,
"hub_model_id": "guychuk/flight-jepa-v2",
"trackio_name": "v3-lam0p1"
}
}