When monitoring a GPU-based workload, what is GPU utilization?

1. A. The maximum amount of time a GPU will be used for a workload.
2. B. The GPU memory in use compared to available GPU memory.
3. C. The percentage of time the GPU is actively processing data.
4. D. The number of GPU cores available to the workload.

Correct Answer: C

How many Mellanox ConnectX-6 Single Port VPI cards are in a DGX A100 system?

1. A. 8
2. B. 16
3. C. 4

Correct Answer: A

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

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

Correct Answer: B

What is the name of NVIDIA??s SDK that accelerates machine learning?

1. A. Clara
2. B. RAPIDS
3. C. cuDNN

Correct Answer: C

Which architecture is the core concept behind large language models?

1. A. BERT Large model
2. B. State space model
3. C. Transformer model
4. D. Attention model

Correct Answer: C