Upload v4-lam0p0-s1_summary.json with huggingface_hub
Browse files- v4-lam0p0-s1_summary.json +90 -0
v4-lam0p0-s1_summary.json
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{
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"tag": "v4-lam0p0-s1",
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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": 2661.04638671875,
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"final": {
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"in_distribution": {
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"ade_m": 1164.252197265625,
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"fde_m": 2661.04638671875,
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"fde_median_m": 1902.971435546875,
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"nll_xy_z": 530.000732421875,
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"coverage_95": 0.026075135936727632,
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"n": 8092,
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"miss_rate_500m": 0.9320316361838853,
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"miss_rate_1000m": 0.7697726149283243,
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"miss_rate_2000m": 0.4789915966386554,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 619.5621948242188,
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"fde_m": 1255.8602294921875,
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"coverage_95": 0.06296691568836713,
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"n": 2811
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},
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"delta_60_90": {
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"ade_m": 1125.0926513671875,
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"fde_m": 2571.7412109375,
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"coverage_95": 0.009811046511627907,
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"n": 2752
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},
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"delta_90_120": {
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"ade_m": 1767.322265625,
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"fde_m": 4199.04345703125,
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"coverage_95": 0.0040530582166543845,
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"n": 2714
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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": 4138.39013671875,
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"fde_m": 8720.5810546875,
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"fde_median_m": 7260.50830078125,
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"nll_xy_z": 4960.92236328125,
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"coverage_95": 0.002965892239248641,
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"n": 8092,
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"miss_rate_500m": 0.9997528423133959,
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"miss_rate_1000m": 0.9985170538803757,
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"miss_rate_2000m": 0.9188086999505685
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},
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"extrap_delta_300": {
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"ade_m": 6433.2919921875,
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"fde_m": 13223.1103515625,
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"fde_median_m": 10190.625,
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"nll_xy_z": 12167.1669921875,
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"coverage_95": 0.00012357884330202668,
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"n": 8092,
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"miss_rate_500m": 0.999876421156698,
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"miss_rate_1000m": 0.9986406327236778,
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"miss_rate_2000m": 0.986035590706871
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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": "v4-lam0p0-s1",
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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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"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": 1,
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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": "v4-lam0p0-s1"
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}
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}
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