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NEW QUESTION 36
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 databaseB. installing the NVIDIA Container Toolkit on your local machineC. Adding Amazon Elastic Kubernetes Services (EKS) to your AWS accountD. Recording the name of a valid AWS EC2 keypair

Answer: B

 

NEW QUESTION 37
Compared to Asynchronous Successive Halving Algorithm (ASHA), what is an advantage of Adaptive ASHA?

A. Adaptive ASHA can handle hyperparameters related to neural architecture while ASHA cannot.B. Adaptive ASHA tries multiple exploration/exploitation tradeoffs oy running multiple Instances of ASHA.C. ASHA selects hyperparameter configs entirely at random while Adaptive ASHA clones higher-performing configs.D. Adaptive ASHA can train more trials in certain amount of time, as compared to ASHA.

Answer: B

 

NEW QUESTION 38
What is one of the responsibilities of the conductor of an HPE Machine Learning Development Environment cluster?

A. it downloads datasets for training.B. It uploads model checkpoints.C. It validates trained models.D. It ensures experiment metadata is stored.

Answer: B

 

NEW QUESTION 39
You are helping a customer start to implement hyper parameter optimization (HPO) with HPE Machine learning Development Environment. An ML engineer is putting together an experiment config file with the desired Adaptive A5HA settings. The engineer asks you questions, such as how many trials will be trained on the max length and what the min length for all trials will be.
What should you explain?

A. The engineer should run a preliminary experiment with one tenth the desired number of max trials, assess the results, and then run the full experiment.B. The engineer should access the HPE Machine Learning Development online calculator and input the mode, max_trials, max_length, divisor, and max_runs.C. The engineer should upload the experiment config to the HPE Machine Learning Development Environment WebUl and view the graph of the experiment plan.D. The engineer should run the "det preview-search" command, referencing the experiment config.

Answer: A

 

NEW QUESTION 40
The ML engineer wants to run an Adaptive ASHA experiment with hundreds of trials. The engineer knows that several other experiments will be running on the same resource pool, and wants to avoid taking up too large a share of resources. What can the engineer do in the experiment config file to help support this goal?

A. Under "resources.- set 'priority to I to reduce the share of the resource slots mat the experiment receives.B. Set the "scheduling_unit" to cap the number of resource slots used at once by this experiment.C. Under "searcher," set "divisor- to 2 to reduce the share of the resource slots that the experiment receives.D. Under "searcher," set "max_concurrent_trails" to cap the number of trials run at once by this experiment.

Answer: D

 

NEW QUESTION 41
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