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Using HPE AI and Machine Learning

Last Update 11 hours ago
Total Questions : 40

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Question # 1

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

Options:

A.  

Remote Direct Memory Access (RDMA) overconverged Ethernet (RoCE)

B.  

Slingshot

C.  

InfiniBand

D.  

Data Center Bridging (OCB)-enabled Ethernet

Discussion 0
Question # 2

Compared to Asynchronous Successive Halving Algorithm (ASHA), what is an advantage of Adaptive ASHA?

Options:

A.  

Adaptive ASHA can handle hyperparameters related to neural architecture while ASHA cannot.

B.  

ASHA selects hyperparameter configs entirely at random while Adaptive ASHA clones higher-performing configs.

C.  

Adaptive ASHA can train more trials in certain amount of time, as compared to ASH

A.  

D.  

Adaptive ASHA tries multiple exploration/exploitation tradeoffs oy running multiple Instances of ASH

A.  

Discussion 0
Question # 3

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?

Options:

A.  

In the experiment config that you used, look for the "bucket" field under "hyperparameters." This is the UUID for checkpoints.

B.  

Use the "det experiment download -top-n I" command, referencing the experiment I

D.  

C.  

In the Web Ul, go to the Task page and click the checkpoint task that has the experiment I

D.  

D.  

Look for a "determined-checkpoint/" bucket within Amazon S3, referencing your experiment I

D.  

Discussion 0
Question # 4

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

Options:

A.  

The number of servers in the cluster

B.  

The number of agent GPUs

C.  

The number of processor cores on agents

D.  

The number of processor cores on all servers in the cluster

Discussion 0
Question # 5

What is a benefit of HPE Machine Learning Development Environment mat tends to resonate with executives?

Options:

A.  

It uses a centralized training architecture that is highly efficient.

B.  

It helps DL projects complete faster for a faster ROI.

C.  

It helps companies deploy models and generate revenue.

D.  

It automatically cleans up data to create better end results.

Discussion 0
Question # 6

What role do HPE ProLiant DL325 servers play in HPE Machine Learning Development System?

Options:

A.  

They run validation and checkpoint 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 non-distributed training workloads.

Discussion 0
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