NCA-AIIO Practice Test

NCA-AIIO Practice Test practice questions, page 4 of 5, with answer review and explanations.

Question 16

What factors have led to significant breakthroughs in Deep Learning?

  1. Advances in hardware, availability of fast internet connections, and improvements in training algorithms
  2. Advances in sensors, availability of large datasets, and improvements to the “Bag of Words” algorithm.
  3. Advances in hardware, availability of large datasets, and improvements in training algorithms.
  4. Advances in smartphones, social media sites, and improvements in statistical techniques.

Question 17

Which type of GPU core was specifically designed to realistically simulate the lighting of a scene?

  1. Tensor Cores
  2. CUDA Cores
  3. Ray Tracing Cores

Question 18

Which GPUs should be used when training a neural network for self-driving cars?

  1. NVIDIA H100 GPUs
  2. NVIDIA L4 GPUs
  3. NVIDIA DRIVE Orin

Question 19

A customer is evaluating an AI cluster for training and is questioning why they should use a large number of nodes. Why would multi-node training be advantageous?

  1. The model is too large to fit into GPU memory
  2. The model is being used by a large number of users
  3. The model is being used for large scale inference workloads

Question 20

When should RoCE be considered to enhance network performance in a multi-node AI computing environment?

  1. A network that experiences a high packet loss rate (PLR).
  2. A network with large amounts of storage traffic.
  3. A network that cannot utilize the full available bandwidth due to high CPU utilization.