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Passing the HP HPE2-N69 exam is a great way to demonstrate your skills and knowledge in AI development using HPE Cray AI development environment. It is an industry-recognized certification that can help you stand out in a competitive job market. Additionally, achieving this certification can help you advance your career and open up new job opportunities. The exam is challenging, but with the right preparation and study materials, you can pass the exam and gain the skills and knowledge necessary to become a successful AI developer using HPE Cray AI development environment.
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The HPE Cray AI Development Environment is a comprehensive platform that provides users with the necessary tools to design, develop, and deploy AI solutions. It is designed to help users accelerate their AI development process and reduce time-to-market. The platform combines the power of HPE hardware with the flexibility of open-source software to enable users to create high-performance AI solutions.
To sum it up, HPE2-N69: Using HPE Cray AI Development Environment exam provided by HPE is designed for professionals who aspire to enhance their skills in developing predictive applications and optimizing AI workloads using HPE Cray AI development environment. The certification validates an individual’s proficiency in building and optimizing AI workloads and lays a foundation for a successful career in the field of AI development and deployment.
HP Using HPE Cray AI Development Environment Sample Questions (Q28-Q33):
NEW QUESTION # 28
What are the mechanics of now a model trains?
- A. Tests how accurately the model performs on a wide array of real world data
- B. Detects Data drift of content drift that might compromise the ML model’s performance
- C. Decides which algorithm can best meet the use case for the application in question
- D. Adjusts the model’s parameter weights such that the model can Better perform its tasks
Answer: D
Explanation:
This is done by running the model through a training loop, where the model is fed data and the parameter weights are adjusted based on the results of the model’s performance on the data. For example, if the model is a neural network, the weights of the connections between the neurons are adjusted based on the results of the model’s performance on the data. This process is repeated until the model performs better on the data, at which point the model is considered trained.
NEW QUESTION # 29
The 10 agents in “my-compute-poor nave 8 GPUs each, you want to change an experiment config to run on multiple GPUs at once. What Is a valid setting tor “resources_per_trial?
- A. 0
- B. 1
- C. 2
- D. 3
Answer: C
NEW QUESTION # 30
An ml engineer wants to train a model on HPE Machine Learning Development Environment without implementing hyper parameter optimization (HPO). What experiment config fields configure this behavior?
- A. profiling: enabled: false
- B. searcher: name: single
- C. resources: slots_per_trial: 1
- D. hyperparameters; optimizer:none
Answer: D
Explanation:
To train a model on HPE Machine Learning Development Environment without implementing hyper parameter optimization (HPO), you need to set the “optimizer” field to “none” in the hyperparameters section of the experiment config. This will instruct the ML engine to not use any hyperparameter optimization when training the model.
NEW QUESTION # 31
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 # 32
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 more quickly start up and begin training the model.
- D. The trial can better separate training and validation data.
Answer: C
Explanation:
Streaming the data during a trial allows the data to be processed more quickly, as it does not need to be downloaded onto the cluster before training can begin. This means that the trial can start up faster and the model can begin training more quickly.
NEW QUESTION # 33
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