Upload jepa_summary.json with huggingface_hub
Browse files- jepa_summary.json +88 -0
jepa_summary.json
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{
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"tag": "jepa",
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"lambda_jepa": 0.5,
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"n_params": 7539335,
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"best_fde_m": 4723.15673828125,
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"final": {
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"in_distribution": {
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"ade_m": 2068.93310546875,
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"fde_m": 4723.15673828125,
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"fde_median_m": 3868.175537109375,
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"nll_xy_z": 531.5584716796875,
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"coverage_95": 0.03868017795353435,
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"n": 8092,
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"miss_rate_500m": 0.9839347503707365,
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"miss_rate_1000m": 0.8991596638655462,
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"miss_rate_2000m": 0.727014335145823,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 1062.99755859375,
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"fde_m": 2062.833251953125,
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"coverage_95": 0.09291044776119403,
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"n": 2680
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},
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"delta_60_90": {
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"ade_m": 1985.59033203125,
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"fde_m": 4657.5947265625,
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"coverage_95": 0.016877637130801686,
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"n": 2844
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},
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"delta_90_120": {
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"ade_m": 3139.89306640625,
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"fde_m": 7392.12109375,
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"coverage_95": 0.006926722566532993,
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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": 5412.07861328125,
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"fde_m": 11129.427734375,
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"fde_median_m": 10057.615234375,
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"nll_xy_z": 2805.11474609375,
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"coverage_95": 0.006055363321799308,
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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": 0.9431537320810677
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},
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"extrap_delta_300": {
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"ade_m": 7539.59375,
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"fde_m": 13976.9404296875,
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"fde_median_m": 11555.787109375,
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"nll_xy_z": 4793.93359375,
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"coverage_95": 0.0003707365299060801,
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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": 0.9940682155215027
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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": "jepa",
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"out_dir": "runs",
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"epochs": 30,
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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": 0.5,
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"ema_decay": 0.998,
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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": "jepa-v2"
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}
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}
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