Upload baseline_summary.json with huggingface_hub
Browse files- baseline_summary.json +88 -0
baseline_summary.json
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{
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"tag": "baseline",
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"lambda_jepa": 0.0,
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"n_params": 7539335,
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"best_fde_m": 3016.52392578125,
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"final": {
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"in_distribution": {
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"ade_m": 1606.861572265625,
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"fde_m": 3016.52392578125,
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"fde_median_m": 2328.931640625,
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"nll_xy_z": 150.09005737304688,
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"coverage_95": 0.029288185862580328,
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"n": 8092,
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"miss_rate_500m": 0.9809688581314879,
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"miss_rate_1000m": 0.8966880869995056,
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"miss_rate_2000m": 0.5957736035590706,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 995.769287109375,
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"fde_m": 1685.1455078125,
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"coverage_95": 0.04402985074626865,
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"n": 2680
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},
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"delta_60_90": {
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"ade_m": 1535.3150634765625,
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"fde_m": 2839.0966796875,
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"coverage_95": 0.025668073136427567,
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"n": 2844
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},
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"delta_90_120": {
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"ade_m": 2270.213623046875,
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"fde_m": 4488.6943359375,
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"coverage_95": 0.01932191031717098,
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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": 4421.65283203125,
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"fde_m": 9629.85546875,
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"fde_median_m": 8592.0810546875,
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"nll_xy_z": 854.07177734375,
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"coverage_95": 0.015818091942659415,
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"n": 8092,
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"miss_rate_500m": 0.9991349480968859,
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"miss_rate_1000m": 0.9965397923875432,
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"miss_rate_2000m": 0.9565002471576866
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},
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"extrap_delta_300": {
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"ade_m": 7070.892578125,
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"fde_m": 20205.212890625,
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"fde_median_m": 12357.287109375,
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"nll_xy_z": 4348.61376953125,
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"coverage_95": 0.008526940187839841,
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"n": 8092,
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"miss_rate_500m": 0.9997528423133959,
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"miss_rate_1000m": 0.995304003954523,
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"miss_rate_2000m": 0.9408057340583292
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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": "baseline",
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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": 0.0,
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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": "baseline-v2"
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}
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}
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