Upload v4-lam0p0-s0_summary.json with huggingface_hub
Browse files- v4-lam0p0-s0_summary.json +90 -0
v4-lam0p0-s0_summary.json
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{
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"tag": "v4-lam0p0-s0",
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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": 3729.92626953125,
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"final": {
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"in_distribution": {
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"ade_m": 1664.33935546875,
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"fde_m": 3729.92626953125,
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"fde_median_m": 2727.21728515625,
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"nll_xy_z": 927.1798095703125,
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"coverage_95": 0.008403361344537815,
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"n": 8092,
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"miss_rate_500m": 0.9846762234305487,
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"miss_rate_1000m": 0.9033613445378151,
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"miss_rate_2000m": 0.6429807217004448,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 859.9984130859375,
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"fde_m": 1644.009521484375,
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"coverage_95": 0.018656716417910446,
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"n": 2680
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},
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"delta_60_90": {
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"ade_m": 1580.3741455078125,
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"fde_m": 3604.52978515625,
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"coverage_95": 0.0035161744022503515,
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"n": 2844
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},
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"delta_90_120": {
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"ade_m": 2524.26806640625,
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"fde_m": 5874.4150390625,
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"coverage_95": 0.002916514764855997,
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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": 4961.17529296875,
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"fde_m": 9655.2587890625,
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"fde_median_m": 8670.306640625,
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"nll_xy_z": 5511.07958984375,
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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": 0.9971576866040534,
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"miss_rate_2000m": 0.9765200197726149
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},
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"extrap_delta_300": {
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"ade_m": 6380.40869140625,
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"fde_m": 12350.0693359375,
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"fde_median_m": 10474.166015625,
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"nll_xy_z": 9565.04296875,
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"coverage_95": 0.0011122095897182402,
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"n": 8092,
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"miss_rate_500m": 0.9988877904102818,
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| 58 |
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"miss_rate_1000m": 0.995180425111221,
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"miss_rate_2000m": 0.9787444389520514
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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-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": 0.0,
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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": 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": "v4-lam0p0-s0"
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}
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}
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