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Inference time comparison of FIN, RH-M, and MH-PR Algorithms
| Number of trainable parameters | Inference time (s/mm2) | Parallelized inference time (s/mm2) | |
|---|---|---|---|
| FIN (M = 3) | 11.5 M | 0.52 | 0.04 |
| FIN (M = 4) | 11.5 M | 0.56 | 0.04 |
| RH-M (M = 3) | 14.1 M | 4.84 | 1.96 |
| RH-M (M = 4) | 14.1 M | 5.76 | 2.08 |
| MH-PR (M = 2) | N/A | 10.36 | N/A |
| MH-PR (M = 3) | N/A | 14.19 | N/A |
The parallelized inference time is measured when the batch size is set to 20 for both FIN and RH-M
