Upload v7-pre-finetune-s0_summary.json with huggingface_hub
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v7-pre-finetune-s0_summary.json
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{
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"tag": "v7-pre-finetune-s0",
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"lambda_jepa": 0.0,
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"beta_nll": 0.5,
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"n_params": 7967886,
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"best_fde_m": 1742.7357177734375,
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"final": {
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"in_distribution": {
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"ade_m": 974.4336547851562,
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"fde_m": 1742.7357177734375,
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"fde_median_m": 1130.459228515625,
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"nll_xy_z": -10.57725715637207,
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"coverage_95": 0.9693524468610973,
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"n": 8092,
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"miss_rate_500m": 0.814878892733564,
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"miss_rate_1000m": 0.5483193277310925,
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"miss_rate_2000m": 0.28163618388531886,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 696.0064086914062,
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"fde_m": 946.4747924804688,
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"coverage_95": 0.9891791044776119,
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"n": 2680
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},
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"delta_60_90": {
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"ade_m": 940.6005859375,
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"fde_m": 1614.1383056640625,
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"coverage_95": 0.9690576652601969,
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"n": 2844
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},
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"delta_90_120": {
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"ade_m": 1280.48974609375,
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"fde_m": 2646.47509765625,
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"coverage_95": 0.9500546846518411,
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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": 2828.337646484375,
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"fde_m": 7888.77783203125,
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"fde_median_m": 7444.64453125,
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"nll_xy_z": -5.2884345054626465,
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"coverage_95": 0.43363816114681164,
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"n": 8092,
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"miss_rate_500m": 0.9455017301038062,
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"miss_rate_1000m": 0.865546218487395,
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"miss_rate_2000m": 0.7629757785467128
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},
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"extrap_delta_300": {
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"ade_m": 3975.876220703125,
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"fde_m": 10527.1875,
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"fde_median_m": 9188.87890625,
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"nll_xy_z": -1.1604347229003906,
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"coverage_95": 0.4269649036085022,
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"n": 8092,
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"miss_rate_500m": 0.9394463667820069,
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| 58 |
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"miss_rate_1000m": 0.8602323282254078,
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"miss_rate_2000m": 0.7580326248146317
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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": "v7-pre-finetune-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": 0.0,
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"ema_decay": 0.998,
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"beta_nll": 0.5,
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"ss_max": 0.0,
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"ss_warmup_frac": 0.5,
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"decoder_mode": "parallel",
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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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| 90 |
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"hub_model_id": "guychuk/flight-jepa-v2",
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"pretrained_encoder": "guychuk/flight-jepa-v2",
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"pretrained_encoder_file": "v7-pretrain.pt",
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"freeze_encoder": false,
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"trackio_name": "v7-pre-finetune-s0"
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}
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}
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