Torch GaussianSmooth, RandGaussianSmooth, GaussianSharpen, RandGaussianSharpen

[rijobro]

Description

Torch GaussianSmooth, RandGaussianSmooth, GaussianSharpen, RandGaussianSharpen

Status

Ready

Types of changes

• Non-breaking change (fix or new feature that would not break existing functionality).
• New tests added to cover the changes.
• Integration tests passed locally by running ./runtests.sh -f -u --net --coverage.
• Quick tests passed locally by running ./runtests.sh --quick --unittests.
• In-line docstrings updated.
• Documentation updated, tested make html command in the docs/ folder.

[Nic-Ma]

Hi @rijobro ,

I am checking the left transforms, seems these 4 intensity transforms already execute with Tensor data, but the code stype doesn't follow our backend design:
"GibbsNoise",
"RandGibbsNoise",
"KSpaceSpikeNoise",
"RandKSpaceSpikeNoise",
Do you also plan to add backend support for them in v0.7?

Thanks in advance.

[rijobro]

Sure, I'll do them on Monday.

[rijobro]

hi @wyli I'm struggling to replicate the problems in this PR locally. I've tried with pytorch 1.6 and 1.7, with cuda toolkit 11.0 and 10.2, to no avail. Any ideas? https://github.com/Project-MONAI/MONAI/pull/2971/checks?check_run_id=3673884529

Edit: managed to replicate, thanks.