What is SloppyUniform and why might it interfer with the python debugger?

[HannesStark]

Hi and thanks for the library!

What is the purpose of SloppyUniform instead of torch.distributions.uniform.Uniform and why might it be causing my debugger to no longer stop at breakpoints?

bgflow/bgflow/distribution/distributions.py

Line 81 in fbba56f

class SloppyUniform(torch.nn.Module):

Thanks for any insights!

[Olllom]

Hi Hannes, unfortunately, this is the ugliest hack you have ever seen. This is a uniform distribution that tolerates samples sloshing slightly over the boundaries due to small numerical errors in the flow. The implementation is gruesome though.