feat: Add unroll

[KSkwarczynski]

Pull request description

I noticed now unroll make much larger difference. In the past, impact was smaller.
My hunch is that now after we no longer hard-code binning we have more loops which are affected by this

Examples

Unroll.pdf

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Memory and CPU Usage Summary

### Memory and CPU Usage Summary

| Metric  |     Mean    |      Max    |
|---------|-------------|-------------|
| **RAM** |   363.80 MB |   371.92 MB |
| **CPU** |    97.03 %  |   116.50 %  |

Memory Usage Plot

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