Project-MONAI / Project-MONAI/tutorials
Too big case failure during the usage of MAISI sub-project
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Description
Hi, MONAI team
To create the diffusion train data by scripts/diff_model_create_training_data.py, I found it encountered the interruption for scan with too big space size of [512, 512, 843], could you please improve it. Thanks a lot.
Merry christmas !
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reading and running scripts/diff_model_create_training_data.py with the reported scan size of [512, 512, 843] to reproduce the interruption. Trace where the large input fails and define done as completing diffusion training-data creation for that scan without interruption.
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Assessment
- Tech stack
- python, pytorch
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100