Upload v7-pre-finetune-s2_summary.json with huggingface_hub
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v7-pre-finetune-s2_summary.json
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{
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"tag": "v7-pre-finetune-s2",
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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": 1788.400634765625,
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"final": {
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"in_distribution": {
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"ade_m": 989.04052734375,
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"fde_m": 1788.400634765625,
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"fde_median_m": 1191.606689453125,
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"nll_xy_z": -10.539384841918945,
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"coverage_95": 0.9686109738012852,
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"n": 8092,
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"miss_rate_500m": 0.8178447849728127,
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"miss_rate_1000m": 0.5722936233316855,
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"miss_rate_2000m": 0.30091448344043503,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 704.4889526367188,
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"fde_m": 974.0106201171875,
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"coverage_95": 0.9938958707360862,
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"n": 2785
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},
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"delta_60_90": {
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"ade_m": 971.116943359375,
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"fde_m": 1698.9366455078125,
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"coverage_95": 0.957983193277311,
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"n": 2737
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},
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"delta_90_120": {
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"ade_m": 1296.6322021484375,
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"fde_m": 2706.6376953125,
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"coverage_95": 0.9508554787040407,
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"n": 2747
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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": 2794.211181640625,
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"fde_m": 7993.40478515625,
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"fde_median_m": 7899.5439453125,
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"nll_xy_z": -5.099793434143066,
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"coverage_95": 0.42251606524962926,
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"n": 8092,
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"miss_rate_500m": 0.9408057340583292,
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"miss_rate_1000m": 0.8571428571428572,
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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": 4172.875,
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"fde_m": 10923.1435546875,
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"fde_median_m": 9665.05078125,
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"nll_xy_z": -0.3699152171611786,
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"coverage_95": 0.4094167078596144,
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"n": 8092,
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"miss_rate_500m": 0.9464903608502224,
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| 58 |
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"miss_rate_1000m": 0.8683885318833415,
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"miss_rate_2000m": 0.7673010380622838
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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-s2",
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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": 2,
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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-s2"
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}
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}
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