HPE2-B08 Exam Sample & HPE2-B08 Practical Information
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HPE Private Cloud AI Solutions Sample Questions (Q74-Q79):
NEW QUESTION # 74
A customer needs to run a generative AI workload at multiple, dispersed edge locations. Each location has significant space and power constraints. The workload is inference-only and does not require the absolute highest performance, but rather a balance of good performance and energy efficiency.
Which HPE ProLiant server and NVIDIA GPU combination is specifically positioned for this type of edge AI use case?
- A. HPE ProLiant DL380a server with NVIDIA H100 NVL GPUs
- B. HPE ProLiant DL384 Gen12 server with NVIDIA H200 NVL GPUs
- C. HPE Cray system with NVIDIA Grace Hopper Superchips
- D. HPE ProLiant DL320 Gen11 server with NVIDIA L4 GPUs
Answer: D
NEW QUESTION # 75
What is the primary advantage of using a Smart Template in OCA for HPE Private Cloud AI versus manually configuring a similar set of hardware?
- A. The Smart Template guarantees the lowest possible price for the hardware.
- B. The Smart Template allows the use of components from other vendors.
- C. The Smart Template ensures all necessary and validated components, including specific cables, power cords, and software SKUs, are included correctly.
- D. The Smart Template provides a 90-day free trial of the entire solution.
Answer: C
NEW QUESTION # 76
A data science team has trained a deep learning model for image classification. While the model achieves 99.8% accuracy on the training dataset, its accuracy drops to only 75% on a new, unseen validation dataset.
The team provides the following training metrics:
```
- Training Epochs: 500
- Training Dataset Size: 1,000 images
- Model Parameters: 15 million
- Training Accuracy: 99.8%
- Validation Accuracy: 75.3%
```
What is the most likely cause of this performance discrepancy?
- A. The model is overfitting to the training data and cannot generalize to new data.
- B. The learning rate used for training was set too low.
- C. The model has too few parameters to learn the features effectively.
- D. The model is underfitting due to an insufficient number of training epochs.
Answer: A
NEW QUESTION # 77
What is the primary function of hidden layers in a deep learning model?
- A. To store the complete training dataset for real-time retrieval during inference.
- B. To format the final output of the network into a human-readable prediction or classification.
- C. To directly receive the initial, raw input data for the model.
- D. To apply weights and transformations to the outputs of preceding layers, allowing the network to learn progressively more complex features.
Answer: D
NEW QUESTION # 78
A customer needs a solution for their deployed customer service chatbot. They state: "We don't need to change the model itself, but we need the chatbot to answer questions using our product documentation, which is updated every night. The answers must be fast and based on the latest documents." How would you categorize this workload?
- A. A model development and experimentation workload.
- B. A large-scale model training workload.
- C. A classic AI inferencing workload.
- D. A RAG (Retrieval-Augmented Generation) inferencing workload.
Answer: D
NEW QUESTION # 79
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