Upload v4-lam0p0-s2_summary.json with huggingface_hub
Browse files- v4-lam0p0-s2_summary.json +90 -0
v4-lam0p0-s2_summary.json
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{
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"tag": "v4-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": 2614.62060546875,
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"final": {
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"in_distribution": {
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"ade_m": 1238.2125244140625,
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"fde_m": 2614.62060546875,
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"fde_median_m": 1767.77099609375,
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"nll_xy_z": 566.96875,
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"coverage_95": 0.02347998022738507,
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"n": 8092,
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"miss_rate_500m": 0.9562530894710826,
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"miss_rate_1000m": 0.7464162135442411,
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"miss_rate_2000m": 0.4524221453287197,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 712.0040283203125,
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"fde_m": 1287.88134765625,
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"coverage_95": 0.04093357271095153,
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"n": 2785
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},
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"delta_60_90": {
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"ade_m": 1204.3819580078125,
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"fde_m": 2508.64990234375,
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"coverage_95": 0.017902813299232736,
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"n": 2737
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},
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"delta_90_120": {
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"ade_m": 1804.7430419921875,
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"fde_m": 4064.06298828125,
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"coverage_95": 0.010921004732435385,
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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": 4086.015625,
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"fde_m": 7711.935546875,
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"fde_median_m": 6324.8046875,
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"nll_xy_z": 4183.62548828125,
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"coverage_95": 0.001977261492832427,
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"n": 8092,
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"miss_rate_500m": 1.0,
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"miss_rate_1000m": 0.9983934750370737,
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"miss_rate_2000m": 0.953905091448344
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},
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"extrap_delta_300": {
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"ade_m": 8196.9091796875,
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"fde_m": 12412.7568359375,
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"fde_median_m": 10142.75390625,
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"nll_xy_z": 11509.0927734375,
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"coverage_95": 0.00024715768660405336,
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"n": 8092,
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"miss_rate_500m": 1.0,
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"miss_rate_1000m": 0.9990113692535838,
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"miss_rate_2000m": 0.9901136925358378
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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-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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"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": "v4-lam0p0-s2"
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}
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}
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