Tensor Core Utilization

Key Insight

Profiling matrix operations using Nsight Systems and Nsight Compute reveals the efficiency of Tensor Cores on the GPU. By measuring what percentage of execution time is spent on these specialized units, developers can identify memory bottlenecks and design kernels that achieve peak arithmetic performance.