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HP HPE2-N69 Valid Test Format | Exam HPE2-N69 Material

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    HP Using HPE Cray AI Development Environment Sample Questions (Q14-Q19):

    NEW QUESTION # 14
    What role do HPE ProLiant DL325 servers play in HPE Machine Learning Development System?

    • A. They run non-distributed training workloads.
    • B. They run training workloads that do not require GPUs.
    • C. They host management software such as the conductor and HPCM.
    • D. They run validation and checkpoint workloads.

    Answer: C


    NEW QUESTION # 15
    You want to set up a simple demo Ouster tor HPE Machine learning Development Environment for the open source Determined AI) on a local machine. You plan to use "del deploy" to set up the cluster. What software must be installed on the machine before you run that command?

    • A. PyTorch
    • B. Docker
    • C. Kubernetes
    • D. Terralorm

    Answer: B

    Explanation:
    Before running the "del deploy" command to set up the cluster, you must first install Docker on the machine. Docker is a containerization platform that is used to run applications in an isolated environment. It is necessary to have Docker installed before running the "del deploy" command to set up the cluster for the open source Determined AI on a local machine.


    NEW QUESTION # 16
    What common challenge do ML teams lace in implementing hyperparameter optimization (HPO)?

    • A. ML teams struggle to find large enough data sets to make HPO feasible and worthwhile.
    • B. Implementing HPO manually can be time-consuming and demand a great deal of expertise.
    • C. HPO is a joint ml and IT Ops effort, and engineers lack deep enough integration with the IT team.
    • D. They cannot implement HPO on TensorFlow models, so they must move their models to a new framework.

    Answer: C


    NEW QUESTION # 17
    You want to set up a simple demo cluster for HPE Machine Learning Development Environment (or the open source Determined Al) on Amazon Web Services (AWS). You plan to use "det deploy" to set up the cluster. What is one prerequisite?

    • A. Manually creating the AWS EC2 instance with a PostgreSQL database
    • B. installing the NVIDIA Container Toolkit on your local machine
    • C. Recording the name of a valid AWS EC2 keypair
    • D. Adding Amazon Elastic Kubernetes Services (EKS) to your AWS account

    Answer: C

    Explanation:
    In order to use the "det deploy" command to set up a cluster for HPE Machine Learning Development Environment (or the open source Determined Al) on Amazon Web Services (AWS), you will need to have a valid AWS EC2 keypair. The keypair will authenticate your access to the cluster and allow you to securely access the cluster once it is set up.


    NEW QUESTION # 18
    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 trial tails, and the ML engineer must restart it manually by re-running the experiment.
    • B. The conductor reschedules the trial on another available GPU in the pool, and the trial restarts from the latest checkpoint.
    • C. The concluded reschedules the trial on another available GPU in the pool, and the trial restarts from the state of the latest training workload.
    • D. The trial fails, and the ML engineer must manually restart it from the latest checkpoint using the WebUI.

    Answer: B

    Explanation:
    If a GPU fails during a trial running on a resource pool on HPE Machine Learning Development Environment, the conductor will reschedule the trial on another available GPU in the pool, and the trial will restart from the latest checkpoint. The trial will not fail, and the ML engineer will not have to manually restart it from the latest checkpoint using the WebUI.


    NEW QUESTION # 19
    ......

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