67 torch.compile tests

[qiancao]

Added two tests for torch.compile(cox) and torch.compile(weibull).

Note: the tests were run on CPU-only nodes, GPUs not tested yet.

[tcoroller]

@qiancao ping me when its good for review!

[tcoroller]

@qiancao is it worth adding the compiler in the notebooks too? Or this would create issue for windows user?

[qiancao]

@qiancao is it worth adding the compiler in the notebooks too? Or this would create issue for windows user?

@tcoroller We should not alter the existing notebooks to add torch.compile. But in the future, we can consider adding a notebook specifically on how to accelerate the code using torch.compile/TorchScript. I think torch.compile will still be a problem for most windows users at this point:

https://community.intel.com/t5/Blogs/Tech-Innovation/Artificial-Intelligence-AI/Accelerate-PyTorch-Inference-with-torch-compile-on-Windows-CPU/post/1640044
https://pytorch.org/tutorials/prototype/inductor_windows_cpu.html

[tcoroller]

@qiancao using Torch.allclose() to prevent converting to numpy. All good else!