flight-jepa-v2 / v3-lam0p2_summary.json
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{
"tag": "v3-lam0p2",
"lambda_jepa": 0.2,
"beta_nll": 0.5,
"n_params": 7539335,
"best_fde_m": 3949.4482421875,
"final": {
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"coverage_95": 0.028175976272862086,
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},
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}
}
},
"extrap_delta_180": {
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"fde_median_m": 10065.92578125,
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"miss_rate_500m": 1.0,
"miss_rate_1000m": 0.9991349480968859,
"miss_rate_2000m": 0.9728126544735541
},
"extrap_delta_300": {
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"fde_median_m": 12518.87109375,
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"miss_rate_1000m": 0.9987642115669797,
"miss_rate_2000m": 0.9888779041028176
}
},
"args": {
"airport": "RKSIa",
"data_dir": "data",
"tag": "v3-lam0p2",
"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": 0.2,
"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-lam0p2"
}
}