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NEW QUESTION 42
You are proposing an HPE Machine Learning Development Environment solution for a customer. On what do you base the license count?

  • A. The number of servers in the cluster
  • B. The number of agent GPUs
  • C. The number of processor cores on all servers in the cluster
  • D. The number of processor cores on agents

Answer: B

 

NEW QUESTION 43
A company has an HPE Machine Learning Development Environment cluster. The ML engineers store training and validation data sets in Google Cloud Storage (GCS). What is an advantage of streaming the data during a trial, as opposed to downloading the data?

  • A. Streaming requires just one bucket, while downloading requires many.
  • B. Setting up streaming is easier that setting up downloading.
  • C. The trial can better separate training and validation data.
  • D. The trial can more quickly start up and begin training the model.

Answer: C

 

NEW QUESTION 44
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 45
Your cluster uses Amazon S3 to store checkpoints. You ran an experiment on an HPE Machine Learning Development Environment cluster, you want to find the location tor the best checkpoint created during the experiment. What can you do?

  • A. In the experiment config that you used, look for the "bucket" field under "hyperparameters." This is the UUID for checkpoints.
  • B. Look for a "determined-checkpoint/" bucket within Amazon S3, referencing your experiment ID.
  • C. Use the "det experiment download -top-n I" command, referencing the experiment ID.
  • D. In the Web Ul, go to the Task page and click the checkpoint task that has the experiment ID.

Answer: C

 

NEW QUESTION 46
A customer is deploying HPE Machine learning Development Environment on on-prem infrastructure. The customer wants to run some experiments on servers with 8 NVIDIA A too GPUs and other experiments on servers with only Z NVIDIA T4 GPUs. What should you recommend?

  • A. Deploying servers with 8 GPUs as agents and using the conductor to run experiments that require only 2 GPUs
  • B. Deploying two HPE Machine Learning Development Environment clusters, one tor each server type
  • C. Letting the conductor automatically determine which servers to use for each experiment, based on the number of resource slots required
  • D. Establishing multiple compute resource pools on the cluster, one tor servers or each type

Answer: D

 

NEW QUESTION 47
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