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flashback-first-bad-step

flashback
anomaly-detection
distributed-training
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flashback-first-bad-step
File size: 1,284 Bytes
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{
  "config": {
    "win": 32,
    "gap": 1,
    "mode": "diff",
    "k_cal": 8.0,
    "k_min": 8.0,
    "min_votes": 3,
    "vote_window": 2,
    "exclude": [
      "lr",
      "step_wall_ms",
      "batch_id_mean",
      "batch_uniq_frac"
    ],
    "use_logistic": true,
    "logistic_threshold": 0.5,
    "version": "1"
  },
  "features": [
    "bias",
    "log1p_max_z",
    "log1p_top5_mean_z",
    "frac_metrics_firing",
    "hard_signal",
    "log1p_z_grad_norm",
    "log1p_z_update_max",
    "log1p_z_loss",
    "log1p_z_hist_tail",
    "rel_position"
  ],
  "meta": {
    "n_runs": 12,
    "grid_best_mae": 0.0,
    "grid_points_evaluated": 162,
    "features": [
      "bias",
      "log1p_max_z",
      "log1p_top5_mean_z",
      "frac_metrics_firing",
      "hard_signal",
      "log1p_z_grad_norm",
      "log1p_z_update_max",
      "log1p_z_loss",
      "log1p_z_hist_tail",
      "rel_position"
    ],
    "train_eval": {
      "n": 12,
      "misses": 0,
      "mae": 0.0,
      "median_ae": 0.0,
      "exact": 12,
      "within_2": 12
    },
    "test_eval": {
      "n": 6,
      "misses": 0,
      "mae": 0.0,
      "median_ae": 0.0,
      "exact": 6,
      "within_2": 6
    },
    "dataset": "NagaYu/flashback-forensics",
    "flashback_version": "0.1.0"
  }
}