Upload v5-lam0p0-s2_summary.json with huggingface_hub
Browse files- v5-lam0p0-s2_summary.json +92 -0
v5-lam0p0-s2_summary.json
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{
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"tag": "v5-lam0p0-s2",
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"lambda_jepa": 0.0,
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"beta_nll": 0.5,
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"n_params": 7539335,
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"best_fde_m": 2494.36962890625,
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"final": {
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"in_distribution": {
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"ade_m": 1188.8984375,
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"fde_m": 2494.36962890625,
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"fde_median_m": 1702.269287109375,
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"nll_xy_z": 196.6151885986328,
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"coverage_95": 0.04869006426099852,
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"n": 8092,
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"miss_rate_500m": 0.9401878398418191,
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"miss_rate_1000m": 0.7357884330202669,
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"miss_rate_2000m": 0.4332674246169056,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 685.251708984375,
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"fde_m": 1251.5369873046875,
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"coverage_95": 0.0829443447037702,
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"n": 2785
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},
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"delta_60_90": {
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"ade_m": 1153.9351806640625,
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"fde_m": 2386.23681640625,
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"coverage_95": 0.03909389842893679,
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"n": 2737
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},
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"delta_90_120": {
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"ade_m": 1734.056396484375,
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"fde_m": 3861.896240234375,
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"coverage_95": 0.024390243902439025,
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"n": 2747
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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": 4479.58984375,
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"fde_m": 8531.21875,
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"fde_median_m": 6954.23193359375,
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"nll_xy_z": 1755.292236328125,
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"coverage_95": 0.0013593672763222936,
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"n": 8092,
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"miss_rate_500m": 1.0,
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"miss_rate_1000m": 0.9976520019772614,
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"miss_rate_2000m": 0.9682402372713791
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},
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"extrap_delta_300": {
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"ade_m": 8973.4853515625,
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"fde_m": 14523.7587890625,
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"fde_median_m": 11715.744140625,
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"nll_xy_z": 4845.26611328125,
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"coverage_95": 0.0004943153732081067,
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"n": 8092,
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"miss_rate_500m": 1.0,
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"miss_rate_1000m": 0.999876421156698,
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"miss_rate_2000m": 0.9980227385071676
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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": "v5-lam0p0-s2",
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"out_dir": "runs",
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"epochs": 60,
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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": 0.0,
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"ema_decay": 0.998,
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"beta_nll": 0.5,
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"ss_max": 0.5,
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"ss_warmup_frac": 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": 2,
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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": "v5-lam0p0-s2"
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}
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}
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