Free NCA-AIIO Exam Dumps

Question 11

Which feature of RDMA reduces CPU utilization and lowers latency?

A. Increased memory buffer size.
B. Network adapters that include hardware offloading.
C. NVIDIA Magnum I/O software.

Correct Answer:B

Question 12

How is the architecture different in a GPU versus a CPU?

A. A GPU acts as a PCIe controller to maximize bandwidth.
B. A GPU is architected to support massively parallel execution of simple instructions.
C. A GPU is a single large and complex core to support massive compute operations.

Correct Answer:B

Question 13

A company is implementing a new network architecture and needs to consider the requirements and considerations for training and inference. Which of the following statements is true about training and inference architecture?

A. Training architecture and inference architecture have the same requirements and considerations.
B. Training architecture is only concerned with hardware requirements, while inference architecture is only concerned with software requirements.
C. Training architecture is focused on optimizing performance while inference architecture is focused on reducing latency.
D. Training architecture and inference architecture cannot be the same.

Correct Answer:C

Question 14

What is a significant benefit of using containers in an AI development environment?

A. They increase the base accuracy of AI models by optimizing their algorithms.
B. They ensure that AI applications run consistently across different computing environments.
C. They can automatically generate AI datasets for machine learning model training.
D. They directly increase the processing speed of GPUs used in AI computations.

Correct Answer:B

Question 15

Which of the following aspects have led to an increase in the adoption of AI? (Choose two.)

A. Moore??s Law
B. Rule-based machine learning
C. High-powered GPUs
D. Large amounts of data

Correct Answer:CD