diagnostics.json

{
  "code_counts": [
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    16,
    0,
    32,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    25438,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    1,
    0,
    0,
    0,
    1,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    40,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    4,
    0,
    0,
    12,
    0,
    0,
    0,
    0,
    1544,
    0,
    0,
    0,
    0,
    0,
    0,
    8313,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    1,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    8,
    1,
    0,
    0,
    0,
    2,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    6,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    39624,
    0,
    0,
    0,
    0,
    150,
    0,
    0,
    0,
    0,
    79409,
    0,
    0,
    0,
    0,
    0,
    3,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    27795
  ],
  "code_usage_entropy": 1.4485268592834473,
  "dead_codes": 236,
  "elapsed_sec": 3590.5774664878845,
  "final_train_metrics": {
    "codebook_loss": 0.0264892578125,
    "commitment_loss": 0.0264892578125,
    "direction_loss": 0.9922971725463867,
    "epoch": 2,
    "final_logit_loss": 0.9775413870811462,
    "hidden_mse": 0.1872950941324234,
    "loss": 1.2178150415420532,
    "step": 1000,
    "task_loss_no_vq": 1.1648365259170532,
    "vq_loss": 0.052978515625
  },
  "num_routes": 11400,
  "num_tokens": 182400,
  "trace_length": 16,
  "used_codes": 20,
  "vocab_size": 256
}