Upload v8-pre-hoESSA-s2_summary.json with huggingface_hub
Browse files- v8-pre-hoESSA-s2_summary.json +101 -0
v8-pre-hoESSA-s2_summary.json
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{
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"tag": "v8-pre-hoESSA-s2",
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"lambda_jepa": 0.0,
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"n_params": 8034446,
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"final": {
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"n": 13413,
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"miss_rate_500m": 0.9640647133378066,
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"miss_rate_1000m": 0.8543949899351375,
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"miss_rate_2000m": 0.6091105643778424,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 1250.318603515625,
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"fde_m": 1862.774169921875,
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"n": 4627
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},
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"delta_60_90": {
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"fde_m": 3198.8759765625,
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"coverage_95": 0.8679663269827205,
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"n": 4514
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},
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"delta_90_120": {
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"ade_m": 2491.99267578125,
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"fde_m": 4752.744140625,
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"coverage_95": 0.8344631532910562,
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"n": 4573
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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": 3851.744384765625,
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"fde_m": 9614.5556640625,
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"fde_median_m": 9685.037109375,
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"nll_xy_z": -4.19364595413208,
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| 44 |
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"coverage_95": 0.4813986431074331,
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| 45 |
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"n": 13413,
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"miss_rate_500m": 0.9900842466264073,
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| 47 |
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"miss_rate_1000m": 0.9543726235741445,
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| 48 |
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"miss_rate_2000m": 0.8679639156042646
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},
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"extrap_delta_300": {
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"ade_m": 5344.951171875,
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"fde_m": 13005.8193359375,
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"fde_median_m": 11239.3740234375,
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"nll_xy_z": 0.7495261430740356,
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"coverage_95": 0.4319689853127563,
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| 56 |
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"n": 13413,
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| 57 |
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"miss_rate_500m": 0.9888168195034668,
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"miss_rate_1000m": 0.9531797509878476,
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"miss_rate_2000m": 0.8687094609707
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}
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},
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"args": {
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"airport": "RKSIa",
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"multi_airport": "RKSIa,RKSId,LSZH",
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"eval_airport": "ESSA",
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"use_airport_token": true,
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| 67 |
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"data_dir": "data",
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"tag": "v8-pre-hoESSA-s2",
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| 69 |
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"out_dir": "runs",
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| 70 |
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"epochs": 60,
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| 71 |
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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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| 74 |
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"past_max": 256,
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| 75 |
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"past_min": 60,
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| 76 |
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"delta_min": 30,
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| 77 |
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"delta_max": 120,
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| 78 |
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"extrap_delta_max": 300,
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| 79 |
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| 80 |
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"lambda_jepa": 0.0,
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| 81 |
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"ema_decay": 0.998,
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| 82 |
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"beta_nll": 0.5,
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| 83 |
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"ss_max": 0.0,
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| 84 |
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"ss_warmup_frac": 0.5,
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| 85 |
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"decoder_mode": "parallel",
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| 86 |
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"d_model": 256,
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"n_layers": 4,
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| 88 |
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"n_heads": 8,
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"patch_size": 8,
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| 90 |
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"seed": 2,
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| 91 |
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"num_workers": 2,
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| 92 |
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"push_to_hub": true,
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| 93 |
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"hub_model_id": "guychuk/flight-jepa-v2",
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| 94 |
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"pretrained_encoder": "guychuk/flight-jepa-v2",
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| 95 |
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"pretrained_encoder_file": "v8-pretrain-hoESSA.pt",
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| 96 |
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"freeze_encoder": false,
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| 97 |
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"held_out_classes": null,
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| 98 |
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"keep_only_classes": null,
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"trackio_name": "v8-pre-hoESSA-s2"
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}
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}
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