NVIDIA AI Software Ecosystem

Question 1

What are the benefits of GPU virtualization?

Answer 1

The benefits of GPU virtualization include bare-metal performance, insight and tools, business
continuity and workload balancing, resource sharing and improved utilization, infrastructure and
data security, and operational management.

Question 2

What is vGPU?

Answer 2

vGPU stands for Virtual GPU, which is a foundational technology for AI that delivers GPU
acceleration to every visual workload

Question 3

What are ML/DL frameworks?

Answer 3

Machine learning and deep learning frameworks are building blocks for designing, training, and
validating machine learning models and deep neural networks, through a high-level
programming interface.

Question 4

What is the NVIDIA Deep Learning Software Stack?

Answer 4

The NVIDIA Deep Learning Software Stack includes CUDA, NVIDIA Container Runtime, NGC
Containers, and DL Frameworks.

Question 5

What is NVIDIA AI Enterprise?

Answer 5

NVIDIA AI Enterprise is the software layer of the most advanced AI platform, which includes over 50 frameworks and pretrained models

Question 6

What are NVIDIA AI Workflows?

Answer 6

NVIDIA AI Workflows are prepackaged reference applications to rapidly automate businesses
with AI, reducing the cost of developing and deploying AI solutions.