NCA NVIDIA Software Stack & Developer Tools 3

Question 1

What does the NVIDIA Management Library (NVML) provide to developers?

Accepted Answer

A C-based API for programmatic monitoring and management of NVIDIA GPU devices

Answer

A GUI dashboard for monitoring multiple GPUs

Answer

A compiler plugin for GPU code optimization

Answer

An ML model management and versioning system

Question 2

Which NVIDIA library is specifically designed for generating pseudorandom and quasirandom number sequences directly on the GPU?

Accepted Answer

cuRAND

Answer

cuBLAS

Answer

cuDNN

Answer

cuSolver

Question 3

What is NVIDIA Base Command Platform primarily designed for?

Accepted Answer

Orchestrating and managing large-scale AI training workloads across GPU clusters

Answer

Overclocking GPU cores for maximum single-GPU performance

Answer

Compiling and distributing CUDA applications to edge devices

Answer

Monitoring GPU health in consumer desktop systems

Question 4

Which NVIDIA library provides GPU-accelerated solvers for dense and sparse linear systems, eigenvalue problems, and matrix factorizations?

Accepted Answer

cuSolver

Answer

cuBLAS

Answer

cuSPARSE

Answer

NCCL

Question 5

What is NVIDIA Fleet Command used for?

Accepted Answer

A cloud-based platform for remotely deploying and managing AI applications on edge and data center infrastructure

Answer

Benchmarking GPU performance across competing hardware generations

Answer

Automating CUDA kernel fusion and optimization

Answer

Managing software licenses for the NVIDIA NGC catalog

Question 6

Which NVIDIA Nsight tool provides the most granular hardware performance counter data for optimizing individual GPU kernels?

Accepted Answer

Nsight Compute

Answer

Nsight Systems

Answer

Nsight Graphics

Answer

Nsight Eclipse

Question 7

What is the main value proposition of NVIDIA AI Enterprise for organizations?

Accepted Answer

It offers a certified, supported, and optimized AI software suite designed for enterprise deployment on NVIDIA-certified systems

Answer

It provides free unlimited cloud GPU hours for any AI workload

Answer

It replaces all open-source AI frameworks with proprietary NVIDIA alternatives

Answer

It exclusively provides tools for edge AI without any data center support