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CIDM-v1

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CIDM-v1
File size: 1,281 Bytes
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{
  "seed": 17,
  "task": "diff_react_2d",
  "model": "NeuralOperator-FNO",
  "status": "COMPLETED",
  "params": 502318,
  "lr": 0.003,
  "best_val_rmse": 0.005112950927628173,
  "best_val_step": 4000,
  "actual_updates": 4000,
  "stop_reason": "MAX_UPDATES",
  "train_gpu_seconds": 1731.424677858,
  "peak_vram_bytes": 3125712896,
  "rmse": 0.0051643121744274455,
  "mae": 0.0030562884276150726,
  "relative_l2": 0.08575824089348316,
  "lead_rmse": [
    0.0018368016462773085,
    0.002450663596391678,
    0.0036835800856351852,
    0.004540526308119297,
    0.005557409953325987,
    0.006356664467602968
  ],
  "rollout_growth": 3.4607245922088623,
  "eval_throughput_windows_per_s": 35.014480168514325,
  "band_fraction_abs_error_low": 0.00455073059129063,
  "logspec_rmse_low": 0.008153263392159715,
  "true_band_fraction_low": 0.9895144551992416,
  "band_fraction_abs_error_mid": 0.00335449001431698,
  "logspec_rmse_mid": 0.0025142801750916988,
  "true_band_fraction_mid": 0.009737165091792122,
  "band_fraction_abs_error_high": 0.0012536532594822347,
  "logspec_rmse_high": 0.0023240033769980073,
  "true_band_fraction_high": 0.0007484032485081116,
  "latency_ms_median": 27.11461299986695,
  "latency_ms_mean": 27.770537759970466,
  "latency_ms_p95": 31.15792654953111
}