Benchmarking crashes in sharrow `compile`

[i-am-sijia]

When I attempted to run MTC benchmarking with the latest ActivitySim and Sharrow, it crashed in the sharrow compile mode. Complaining about utility not matching. I tried again from a fresh installation, it crashed at the same point.

To replicate:

• ActivitySim: pr/867@c9d420550 (the latest as of today)
• Sharrow: v2.10.0 (the latest as of today)
• Get example data using: https://github.com/ActivitySim/activitysim-prototype-mtc?tab=readme-ov-file#installation
• set chunk_training_mode: disabled in performance-benchmarking.yaml
• Running benchmarking using: https://github.com/ActivitySim/activitysim-prototype-mtc?tab=readme-ov-file#installation

activitysim.log

[jpn--]

This error occurred due to the atol parameter on the check being set to 0. We can see in the output the max absolute difference is only 3.278e-07, which is quite small but not actually zero. So in https://github.com/ActivitySim/activitysim/pull/878 I have adjusted the default atol parameter on these checks in ActivitySim to 1e-06. I have run this same test per the notes above and I now see no error.