flight-jepa-v2 / v3-lam0p05_summary.json
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{
"tag": "v3-lam0p05",
"lambda_jepa": 0.05,
"beta_nll": 0.5,
"n_params": 7539335,
"best_fde_m": 4395.25146484375,
"final": {
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"coverage_95": 0.03633217993079585,
"n": 8092,
"miss_rate_500m": 0.9665101334651508,
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"per_bucket": {
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},
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}
}
},
"extrap_delta_180": {
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"miss_rate_500m": 0.999876421156698,
"miss_rate_1000m": 0.9992585269401878,
"miss_rate_2000m": 0.9555116164112704
},
"extrap_delta_300": {
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"fde_median_m": 10680.0908203125,
"nll_xy_z": 4188.06103515625,
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"miss_rate_1000m": 0.9986406327236778,
"miss_rate_2000m": 0.9807217004448838
}
},
"args": {
"airport": "RKSIa",
"data_dir": "data",
"tag": "v3-lam0p05",
"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": 0.05,
"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-lam0p05"
}
}