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HP HPE2-N69 Dumps

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Total 40 questions

Using HPE AI and Machine Learning Questions and Answers

Question 1

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 ID.

C.

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

D.

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

Question 2

An HPE Machine Learning Development Environment resource pool uses priority scheduling with preemption disabled. Currently Experiment 1 Trial I is using 32 of the pool's 40 total slots; it has priority 42. Users then run two more experiments:

• Experiment 2:1 trial (Trial 2) that needs 24 slots; priority 50

• Experiment 3; l trial (Trial 3) that needs 24 slots; priority I

What happens?

Options:

A.

Trial I is allowed to finish. Then Trial 3 is scheduled.

B.

Trial 2 is scheduled on 8 of the slots. Then, alter Trial 1 has finished, it receives 16 more slots.

C.

Trial 1 is allowed to finish. Then Trial 2 is scheduled.

D.

Trial 3 is scheduled on 8 of the slots. Then, after Trial 1 has finished, it receives 16 more slots.

Question 3

A company has recently expanded its ml engineering resources from 5 CPUs 1012 GPUs.

What challenge is likely to continue to stand in the way of accelerating deep learning (DU training?

Options:

A.

A lack of understanding of the DL model architecture by the NL engineering team

B.

The complexity of adjusting model code to distribute the training process across multiple GPUs

C.

A lack of adequate power and cooling for the GPU-enabled servers

D.

The requirement that the ML team must wait for the IT team to initiate each new training process

Question 4

You want to set up a simple demo cluster for HPE Machine Learning Development Environment for the open source Determined all on a local machine. Which OS Is supported?

Options:

A.

HP-UX v11i

B.

Windows Server 2016 or above

C.

Windows 10 or above

D.

Red Hat 7-based Linux

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.

Question 6

Refer to the exhibit.

You are demonstrating HPE Machine Learning Development Environment, and you show details about an experiment, as shown in the exhibits. The customer asks about what "validation loss' means. What should you respond?

Options:

A.

Validation refers to testing how well the current model performs on new data; file lower the loss the better the performance.

B.

Validation refers to an assessment of how efficient the model code is; the lower the loss the lower the demand on GPU memory resources.

C.

Validation loss refers to the loss detected during the backward pass of training, while training loss refers to loss during the forward pass.

D.

Validation loss is metadata that indicates how many updates were lost between the conductor and agents.

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Total 40 questions