Upload v3-lam0p05_summary.json with huggingface_hub
Browse files- v3-lam0p05_summary.json +90 -0
v3-lam0p05_summary.json
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{
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"tag": "v3-lam0p05",
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"lambda_jepa": 0.05,
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"beta_nll": 0.5,
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"n_params": 7539335,
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"best_fde_m": 4395.25146484375,
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"final": {
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"in_distribution": {
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"ade_m": 1831.0948486328125,
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"fde_m": 4395.25146484375,
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"fde_median_m": 3463.15869140625,
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"nll_xy_z": 450.5616149902344,
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"coverage_95": 0.03633217993079585,
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"n": 8092,
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"miss_rate_500m": 0.9665101334651508,
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"miss_rate_1000m": 0.8716015818091942,
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"miss_rate_2000m": 0.7047701433514582,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 869.3329467773438,
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"fde_m": 1740.461181640625,
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"coverage_95": 0.10111940298507463,
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"n": 2680
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},
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"delta_60_90": {
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"ade_m": 1709.023681640625,
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"fde_m": 4255.27734375,
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"coverage_95": 0.00808720112517581,
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"n": 2844
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},
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"delta_90_120": {
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"ade_m": 2886.55712890625,
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"fde_m": 7123.72509765625,
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"coverage_95": 0.0003645643456069996,
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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": 5314.9794921875,
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"fde_m": 10890.267578125,
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"fde_median_m": 9529.11328125,
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"nll_xy_z": 2592.931396484375,
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"coverage_95": 0.002471576866040534,
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"n": 8092,
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"miss_rate_500m": 0.999876421156698,
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"miss_rate_1000m": 0.9992585269401878,
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"miss_rate_2000m": 0.9555116164112704
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},
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"extrap_delta_300": {
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"ade_m": 6758.10400390625,
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"fde_m": 13380.9375,
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"fde_median_m": 10680.0908203125,
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"nll_xy_z": 4188.06103515625,
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"coverage_95": 0.0009886307464162135,
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"n": 8092,
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"miss_rate_500m": 0.9997528423133959,
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"miss_rate_1000m": 0.9986406327236778,
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"miss_rate_2000m": 0.9807217004448838
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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-lam0p05",
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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": 0.05,
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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-lam0p05"
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}
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}
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