Question 1
An ML engineer is running experiments on HPE Machine Learning Development Environment. The engineer notices all of the checkpoints for a trial except one disappear after the trial ends. The engineer wants to Keep more of these checkpoints. What can you recommend?
- AOption A:
Adjusting how many of the latest and best checkpoints are saved in the experiment config ' s checkpoint storage settings.
- BOption B:
Monitoring ongoing trials In the WebUl and clicking checkpoint nags to auto-save the desired checkpoints.
- COption C:
Double-checking that the checkpoint storage location is operating under 90% of total capacity.
- DOption D:
Adjusting the checkpoint storage settings to save checkpoints to a shared file system instead of cloud storage.
Show answer and explanation
Correct answer: A
The best recommendation for an ML engineer running experiments on HPE Machine Learning Development Environment to keep more of the checkpoints is to adjust the experiment config ' s checkpoint storage settings to save more of the latest and best checkpoints. This can be done by monitoring ongoing trials in the WebUI and clicking checkpoint flags to auto-save the desired checkpoints. Additionally, the engineer should double-check that the checkpoint storage location is operating under 90% of total capacity to ensure that enough capacity is available to store the checkpoints. Finally, they can adjust the checkpoint storage settings to save checkpoints to a shared file system instead of cloud storage if desired.