Create Automatic Testing for Simulation Checklist

[Tyronitar]

General list of things to test:

More Important

• [x] Check Device is being created properly
• [x] Check sources are being assigned to FoMs correctly
• [ ] Check Optimizer and Optimization are being initiated correctly
• [ ] Check jobs are being created correctly
• [ ] Check that different version of simulations are being created correctly from base sim
• [x] Check fields are being pulled correctly
• [x] Check FoMs are being calculated correctly
• [x] Check gradients are being calculated correctly
  • [x] Test on a simple math function like absolute value for uniformity
• [x] Check device is being perturbed by gradient correctly
  • [x] Test MSE with a 2D Gaussian and use autograd
• [x] Check overall FoM and gradient are being summed together correctly (weights)

Less Important

• [ ] First check partitioning is working (E-field segmentation etc.)
• [x] Make sure device is only being perturbed by small amounts each time
• [ ] Check one FoM (spatial focusing)
• [ ] Check two simultaneous FoMs (spatial focusing)
• [ ] Check two either-or FoMs (polarization sorting)
• [ ] Implement performance weighting
• [ ] Implement spectral FoMs
• [ ] Implement spectral weighting
• [ ] Check restart capability and history
• [ ] Lateral feature size for blurring