Download publication__NeuralOperator-FNO__diff_react_2d__s17_result.json from wuff-mann/CIDM-v1: direct link, hf CLI and curl.
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https://huggingface.co/datasets/wuff-mann/CIDM-v1/resolve/main/publication__NeuralOperator-FNO__diff_react_2d__s17_result.json
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1.28 kB
| { | |
| "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 | |
| } |