NVIDIA Certified Associate – AI Infrastructure and Operations — Question 16

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

Answer options

• A. NVIDIA H100 GPUs
• B. NVIDIA L4 GPUs
• C. NVIDIA DRIVE Orin

Correct answer: A

Explanation

NVIDIA H100 GPUs are specifically designed for high-performance computing tasks, making them ideal for the intensive training required for neural networks in self-driving cars. While NVIDIA L4 GPUs and NVIDIA DRIVE Orin are also relevant for different applications, they do not offer the same level of performance and capabilities necessary for this specific training task.