Intel VTune Profiler vs nvuv

Intel VTune Profiler analyzes application and system performance to help locate bottlenecks in AI, HPC, cloud, IoT, media and storage workloads. It profiles CPUs, GPUs and NPUs, including through a unified XPU Offload Analysis view. Hotspot analysis finds time-consuming code, and Flame Graphs display hot code paths. Microarchitecture exploration identifies hardware performance issues, while memory analysis can reveal cache misses and bandwidth problems. Intel lists support for SYCL, C, C++, C#, Fortran, OpenCL, Python, Go, Java, .NET and Assembly, including mixed-language applications. The profiler is available as a standalone download or through the Intel oneAPI Toolkit, with integrations documented for Microsoft Visual Studio and Eclipse. The 2026.4 release is listed for 64-bit Windows and Linux hosts. Its Linux-only AI Assistant can run collections, report analyses and suggest bottleneck optimizations using the user’s own LLM access; Intel cautions that suggestions may be inaccurate. Some analyses need administrator or root privileges. The tool is free to download and use for commercial and non-commercial purposes.

nvuv is a free Linux command-line utility for adjusting NVIDIA GPU power and clock behavior. It can set power limits, lock GPU or memory clock ranges, and apply offsets to either clock. On systems with several GPUs, the `-i GPU_INDEX` option chooses the device. The project describes nvuv as a thin wrapper around NVIDIA’s NVML library. Its indirect undervolting method locks the GPU’s maximum clock and applies a positive offset because direct voltage control is not exposed on Linux. The project says this can preserve roughly similar performance while lowering voltage and power draw, with possible reductions in temperature and fan noise. Settings may come from a TOML file, using `/etc/nvuv/nvuv.toml` by default. Applying, changing, or resetting settings requires root privileges. Changes do not survive reboot, resume, or driver reload unless the supplied systemd service reapplies them. That service can run at startup and after resume or driver reload. Downloads are linked through GitHub releases and an Arch User Repository package. nvuv uses Apache License 2.0 WITH Commons-Clause-1.0.