| # Compute Environment | |
| - Paper-reported conformal evaluation is CPU-only once predictor outputs are frozen. | |
| - Primary reference machine: 64-core Intel Xeon Platinum 8462Y+ host with 503 GiB RAM. | |
| - Exact methods dominate compute cost; split, group-wise, and most normalization-based | |
| methods are substantially cheaper. | |
| - Synthetic runs typically use 200 repetitions. Real-task runs use 50 repetitions, | |
| except PBMC and AffectiveText, which use 200. | |