validation.json

{
  "model": "X1 448 final epoch 9",
  "checkpoint": {
    "checkpoint": "checkpoint_epoch_9_step_55719.pt",
    "checkpoint_sha256": "d400c2e460e7287357f86083f84c187790a45b1d47985e908c52825373f888c3",
    "epoch": 9,
    "step": 55719,
    "scheduler": {
      "warmup_steps": 6191,
      "total_steps": 55719,
      "cooldown_fraction": 0.15,
      "budget_cooldown_start": 48451,
      "min_lr": 0.0,
      "base_max_lr": 2.9764702249476646e-05,
      "cooldown_start": 48451,
      "cooldown_steps": 7268,
      "cooldown_reason": "budget",
      "cooldown_best_metric": 0.5750626921653748,
      "base_lrs": [
        2.9764702249476646e-05,
        2.9764702249476646e-05
      ],
      "last_epoch": 55719,
      "_step_count": 55720,
      "_is_initial": false,
      "_get_lr_called_within_step": false,
      "_last_lr": [
        0.0,
        0.0
      ]
    },
    "preprocessing": {
      "normalize_mean": [
        0.5,
        0.5,
        0.5
      ],
      "normalize_std": [
        0.5,
        0.5,
        0.5
      ],
      "image_size": 448,
      "patch_size": 16,
      "color_order": "RGB"
    }
  },
  "model_sha256": "c5fcab0fb53e07aee437f3ef29e19a1e60b3dc18380048fa6d99baf35fa6c8f3",
  "native_image_size": 448,
  "samples": 30000,
  "sample_sha256": "20a60e7a747cdf9a698a464c9d324612aad2ca6b43a541db0813554eb9af8694",
  "shared_tags": 13569,
  "supported_shared_tags": 13394,
  "binned_mAP": 0.5851927682386426,
  "exact_mAP": 0.5875134140920024,
  "best_grid_micro_f1": 0.6864101262842809,
  "best_grid_threshold": 0.7085427045822144,
  "precision_at_best_grid": 0.7065020665350971,
  "recall_at_best_grid": 0.6674293596992867,
  "all_supported_tags": 14767,
  "all_tag_exact_mAP": 0.5774638913821051,
  "all_tag_binned_mAP": 0.5750950549967043,
  "inference_seconds": 347.91008079855237,
  "total_seconds": 487.7315649986267,
  "preprocessing": "FP32 RGB, native resolution, downscale-only centered LANCZOS letterbox, mean/std 0.5, pad 114, True=padding",
  "verified_sidecars": 30000
}