Question

A new data scientist on your team is confused about the NVIDIA software stack. They ask which component provides the core programming interface and libraries that allow AI frameworks like PyTorch to execute general-purpose parallel computations directly on the GPU. Which component should you point them to?

Accepted Answer

CUDA — the parallel computing platform and programming model for GPUs

Answer

Triton Inference Server — for deploying trained models in production

Answer

NGC — a catalog of containers and pretrained models

Answer

NVIDIA AI Enterprise — a licensing and support subscription tier