Commit Graph

2 Commits

Author SHA1 Message Date
Francis Lata bb849a57d1
[MLPerf] UNet3D dataloader (#4343)
* add support for train/val datasets for kits19

* split dataset into train and val sets

* add tests for kits19 dataloader

* add MLPerf dataset tests to CI

* update unet3d model_eval script

* fix linting

* add nibabel

* fix how mock dataset gets created

* update ref implementation with permalink and no edits

* clean up test and update rand_flip implementation

* cleanups
2024-04-28 22:34:18 -04:00
Francis Lata 3644077a42
[MLPerf][UNet3D] Add DICE loss + metrics (#4204)
* add DICE loss and metrics

* update dice to include reference implementation's link

* remove unused imports

* remove unnecessary test file and update pred + label for metrics and losses test

* add tests to CI + add exclusion of mlperf_unet3d

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Co-authored-by: chenyu <chenyu@fastmail.com>
2024-04-17 20:09:33 -04:00