The code repeats a lot, leading to potential issues. Here are some that should be fixed:
[ ] Please removed unused comments. For example, there are several import ipdb; ipdb.set_trace() blocks
[ ] In robust_problem.py you repeat several times solver_args={'solve_method': "ECOS"}. This dictionary should should be a constant LAYER_SOLVER in lropt.settings.
[ ] Do not repeat dtype=torch.double. This should also be a constant DTYPE in lropt.settings
The code repeats a lot, leading to potential issues. Here are some that should be fixed:
import ipdb; ipdb.set_trace()blocksrobust_problem.pyyou repeat several timessolver_args={'solve_method': "ECOS"}. This dictionary should should be a constantLAYER_SOLVERinlropt.settings.dtype=torch.double. This should also be a constantDTYPEinlropt.settings