Mingxin Zheng

Is the driver version 530.30.02 officially supported? I did a quick search: https://www.nvidia.com/Download/driverResults.aspx/202370/en-us/ 

@wyli is there a link to the failure incident on the blossom test too?

Looks like it stopped here: https://github.com/Project-MONAI/MONAI/blob/1a55ba5423d04d2ef7ac19356ccabc4c7906f577/tests/test_to_tensor.py#L44 But the behavior looks quite random to me.

Could this lead to racing condition between processes without a lock? @Nic-Ma @wyli https://github.com/Project-MONAI/MONAI/blob/9c9777751ab4f96e059a6597b9aa7ac6e7ca3b92/monai/apps/auto3dseg/data_analyzer.py#L370

I see failures after test_auto3dseg without test_auto3dseg_ensemble present. https://blossom.nvidia.com/dlmed-clara-jenkins/blue/organizations/jenkins/Monai-latest-image/detail/Monai-latest-image/783/pipeline/189/ If it is triggered by test_auto3dseg, it means something in the DataAnalzyer is unsafe.

My comments are minor and please feel free to skip/close them as needed for merge. Thanks!

@MMelQin Thanks for the suggestion and evaluation. I will submit a PR for your review. By looking at the code, I am confused by the way to get MONAI bundle...

@MMelQin Thanks for the confirmation. I started with the assumption that bundle isn't always TorchScript. By looking at the [storage](https://github.com/Project-MONAI/model-zoo/releases/tag/hosting_storage_v1), it seems most has .ts in the `model` folder but...

Okay I see. I downloaded all the bundles and check which model actually HAS `model.ts` file. Here is a snapshot @MMelQin @Nic-Ma - [x] brats_mri_segmentation_v0.3.0.zip - [x] endoscopic_inbody_classification_v0.2.0.zip - [x]...

> (this `device='cpu'` fix will be needed for `Invertd` [Project-MONAI/tutorials#1042](https://github.com/Project-MONAI/tutorials/pull/1042) for the monai v1.1 bundles) Hi @wyli , I don't fully understand this requirement of `device='cpu'`. Would you mind explaining...