Project-MONAI / Project-MONAI/tutorials
gpu memory about maisi size 512 512 256
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Description
when I use the /maisi/scripts/diff_model_create_training_data.py to create my data, if my image size is 512512256, the memory will be too large, and if size is 512512128, it can run successfully.
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 inspecting /maisi/scripts/diff_model_create_training_data.py and compare its behavior for 512512256 versus 512512128 inputs. Determine whether the larger volume can be processed within the available GPU memory, then verify that data creation succeeds at the reported size or that the limitation is clearly documented.
Written by the indexing model from the issue text.
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
- 25/100