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NEW QUESTION 46
What type of interconnect does HPE Machine learning Development System use for high-speed, agent-to-agent communications?

• A. InfiniBand
• B. Data Center Bridging (OCB)-enabled Ethernet
• C. Remote Direct Memory Access (RDMA) overconverged Ethernet (RoCE)
• D. Slingshot

Answer: B

NEW QUESTION 47
A trial is running on a GPU slot within a resource pool on HPE Machine Learning Development Environment.
That GPU fails. What happens next?

• A. The concluded reschedules the trial on another available GPU in the pool, and the trial restarts from the state of the latest training workload.
• B. The trial tails, and the ML engineer must restart it manually by re-running the experiment.
• C. The trial fails, and the ML engineer must manually restart it from the latest checkpoint using the WebUI.
• D. The conductor reschedules the trial on another available GPU in the pool, and the trial restarts from the latest checkpoint.

Answer: D

NEW QUESTION 48
You are meeting with a customer, and MUDL engineers express frustration about losing work flue to hardware failures. What should you explain about how HPE Machine Learning Development Environment addresses this pain point?

• A. The solution continuously monitors agent hardware and sends out proactive alerts before failed hardware causes training to tail.
• B. The solution can take periodic checkpoints during the training process and automatically restart failed training from the latest checkpoint.
• C. The solution automatically mirrors the training process on redundant agents, which take over If an issue occurs.
• D. The conductor and each of the agents ate deployed in an active-standby model, which protects in case of hardware issues.

Answer: C

NEW QUESTION 49
An ml engineer wants to train a model on HPE Machine Learning Development Environment without implementing hyper parameter optimization (HPO). What experiment config fields configure this behavior?

• A. hyperparameters; optimizer:none
• B. searcher: name: single
• C. profiling: enabled: false
• D. resources: slots_per_trial: 1

Answer: D

NEW QUESTION 50
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