Upload v7-pre-finetune-s1_summary.json with huggingface_hub
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v7-pre-finetune-s1_summary.json
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{
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"tag": "v7-pre-finetune-s1",
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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": 1753.71923828125,
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"final": {
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"in_distribution": {
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"ade_m": 983.9357299804688,
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"fde_m": 1756.997314453125,
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"fde_median_m": 1179.4034423828125,
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"nll_xy_z": -10.600674629211426,
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"coverage_95": 0.9657686604053386,
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"n": 8092,
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"miss_rate_500m": 0.8090706870983688,
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"miss_rate_1000m": 0.5685862580326249,
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"miss_rate_2000m": 0.29078101828966885,
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"per_bucket": {
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"delta_30_60": {
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"ade_m": 714.33740234375,
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"fde_m": 992.4451293945312,
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"coverage_95": 0.9868374244041267,
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"n": 2811
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},
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"delta_60_90": {
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"ade_m": 957.0527954101562,
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"fde_m": 1674.4989013671875,
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"coverage_95": 0.9640261627906976,
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"n": 2752
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},
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"delta_90_120": {
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"ade_m": 1289.27099609375,
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"fde_m": 2629.544189453125,
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"coverage_95": 0.9465733235077377,
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"n": 2714
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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": 2814.418701171875,
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"fde_m": 7736.33056640625,
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"fde_median_m": 7516.16796875,
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"nll_xy_z": -5.531803607940674,
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"coverage_95": 0.45254572417202177,
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"n": 8092,
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"miss_rate_500m": 0.9666337123084527,
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"miss_rate_1000m": 0.8709836875926842,
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"miss_rate_2000m": 0.7661888284725655
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},
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"extrap_delta_300": {
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"ade_m": 3958.754150390625,
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"fde_m": 10429.3681640625,
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"fde_median_m": 9072.9326171875,
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"nll_xy_z": -1.9233380556106567,
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"coverage_95": 0.4461196243203164,
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"n": 8092,
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"miss_rate_500m": 0.9501977261492832,
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| 58 |
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"miss_rate_1000m": 0.860726643598616,
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"miss_rate_2000m": 0.7608749382105784
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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-s1",
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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": 1,
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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-s1"
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}
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}
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