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add TORCH backend for RandHistogramShift#4567

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wyli merged 4 commits intoProject-MONAI:devfrom
dyollb:4565-randhistogramshift-torch-backend
Jun 23, 2022
Merged

add TORCH backend for RandHistogramShift#4567
wyli merged 4 commits intoProject-MONAI:devfrom
dyollb:4565-randhistogramshift-torch-backend

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@dyollb
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@dyollb dyollb commented Jun 23, 2022

Signed-off-by: Bryn Lloyd [email protected]

Fixes #4565

Description

Currently the only transform in our augmentation pipeline that doesn't have a TORCH backend is the RandHistogramShiftd.
I have not profiled the speedup and GPU memory for the augmentation transforms, but I guess if we could do most of it on the GPU it should improve performance.

Status

Ready

Types of changes

  • Non-breaking change (fix or new feature that would not break existing functionality).
  • Breaking change (fix or new feature that would cause existing functionality to change).
  • 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 --disttests.
  • In-line docstrings updated.
  • Documentation updated, tested make html command in the docs/ folder.

@dyollb dyollb force-pushed the 4565-randhistogramshift-torch-backend branch from d325849 to e480ada Compare June 23, 2022 12:03
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thank you, I'll merge this if all tests are ok

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wyli commented Jun 23, 2022

/build

@wyli wyli merged commit ca165d8 into Project-MONAI:dev Jun 23, 2022
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TORCH backend for RandHistogramShift transform

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