Upload v4-lam0p1-s0_summary.json with huggingface_hub
Browse files- v4-lam0p1-s0_summary.json +90 -0
v4-lam0p1-s0_summary.json
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{
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"tag": "v4-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": 2991.626220703125,
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"final": {
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"in_distribution": {
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"ade_m": 1338.2283935546875,
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"fde_m": 2991.626220703125,
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"fde_median_m": 2064.83154296875,
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"nll_xy_z": 677.4593505859375,
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"coverage_95": 0.025951557093425604,
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"n": 8092,
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"miss_rate_500m": 0.9328966880869995,
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"miss_rate_1000m": 0.7679189322787938,
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"miss_rate_2000m": 0.5137172516065249,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 668.5975952148438,
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"fde_m": 1377.5045166015625,
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"coverage_95": 0.06604477611940299,
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"n": 2680
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},
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"delta_60_90": {
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"ade_m": 1284.575927734375,
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"fde_m": 2933.73388671875,
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"coverage_95": 0.00949367088607595,
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"n": 2844
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},
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"delta_90_120": {
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"ade_m": 2040.7955322265625,
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"fde_m": 4613.56298828125,
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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": 3962.068359375,
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"fde_m": 7644.34130859375,
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"fde_median_m": 6178.55517578125,
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"nll_xy_z": 3687.361328125,
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"coverage_95": 0.005561047948591201,
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"n": 8092,
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"miss_rate_500m": 1.0,
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"miss_rate_1000m": 0.9992585269401878,
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"miss_rate_2000m": 0.8965645081562037
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},
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"extrap_delta_300": {
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"ade_m": 4786.2060546875,
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"fde_m": 9694.4365234375,
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"fde_median_m": 7565.900390625,
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"nll_xy_z": 6559.5244140625,
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"coverage_95": 0.0050667325753830945,
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"n": 8092,
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"miss_rate_500m": 1.0,
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"miss_rate_1000m": 0.9932031636183886,
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"miss_rate_2000m": 0.8802521008403361
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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-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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"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-lam0p1-s0"
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}
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}
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