GPU profiling on NVIDIA hardware, Nsight-centric (Nsight Systems + Nsight Compute) with PyTorch profiler / Kineto / NVTX / CUPTI / DCGM / Meta HTA / Perfetto as first-class complements. Use when the user wants to profile, benchmark, or microarch-analyze CUDA kernels, ML training, or LLM inference on
GPU profiling on NVIDIA hardware, Nsight-centric (Nsight Systems + Nsight Compute) with PyTorch profiler / Kineto / NVTX / CUPTI / DCGM / Meta HTA / Perfetto as first-class complements. Use when the user wants to profile, benchmark, or microarch-analyze CUDA kernels, ML training, or LLM inference on NVIDIA GPUs (Pascal through Blackwell). Also use when the user says "nsys", "ncu", "Nsight Systems"