NCP-GENL › GPU Acceleration and Optimization

GPU Acceleration and Optimization Practice Questions

This domain covers profiling, scaling, and inference optimization on NVIDIA hardware. Questions test whether you can read Nsight Systems traces, distinguish PCIe from NVLink bottlenecks, choose the right library (TensorRT, NeMo, Triton), and pick techniques that cut LLM latency or all-reduce overhead.