CIDM-v1 / publication__NeuralOperator-FNO__diff_react_2d__s17_result.json
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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": [
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0.0036835800856351852,
0.004540526308119297,
0.005557409953325987,
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],
"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
}