Upload v5-lam0p1-s0_summary.json with huggingface_hub
Browse files- v5-lam0p1-s0_summary.json +92 -0
v5-lam0p1-s0_summary.json
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{
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"tag": "v5-lam0p1-s0",
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"lambda_jepa": 0.1,
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"beta_nll": 0.5,
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"n_params": 7539335,
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"best_fde_m": 3083.442626953125,
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"final": {
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"in_distribution": {
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"ade_m": 1375.31787109375,
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"fde_m": 3083.442626953125,
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"fde_median_m": 2142.95703125,
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"nll_xy_z": 287.6221618652344,
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"coverage_95": 0.06253089471082551,
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"n": 8092,
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"miss_rate_500m": 0.9231339594661394,
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"miss_rate_1000m": 0.7650766188828473,
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"miss_rate_2000m": 0.5260751359367276,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 691.1272583007812,
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"fde_m": 1427.3602294921875,
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"coverage_95": 0.1417910447761194,
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"n": 2680
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},
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"delta_60_90": {
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"ade_m": 1322.4228515625,
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"fde_m": 3008.648681640625,
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"coverage_95": 0.03234880450070324,
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"n": 2844
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},
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"delta_90_120": {
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"ade_m": 2090.788330078125,
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"fde_m": 4764.337890625,
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"coverage_95": 0.014947138169886985,
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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": 3806.47412109375,
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"fde_m": 7730.84912109375,
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"fde_median_m": 6556.51806640625,
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"nll_xy_z": 1596.4537353515625,
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"coverage_95": 0.005808205635195254,
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"n": 8092,
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"miss_rate_500m": 0.9995056846267919,
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| 47 |
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"miss_rate_1000m": 0.9828225407810183,
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"miss_rate_2000m": 0.8748146317350469
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},
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"extrap_delta_300": {
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"ade_m": 4767.4072265625,
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"fde_m": 9678.2099609375,
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"fde_median_m": 7586.07421875,
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"nll_xy_z": 2753.19873046875,
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"coverage_95": 0.008526940187839841,
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"n": 8092,
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| 57 |
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"miss_rate_500m": 0.9997528423133959,
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| 58 |
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"miss_rate_1000m": 0.9791151754819575,
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"miss_rate_2000m": 0.8754325259515571
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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-lam0p1-s0",
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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": 0.1,
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"ema_decay": 0.998,
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"beta_nll": 0.5,
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| 80 |
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"ss_max": 0.5,
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| 81 |
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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": 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": "v5-lam0p1-s0"
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}
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}
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