Identifying code that uses a lot of processor time is often the first step in single-threaded optimization. Hotspot analysis gives you a list of functions sorted by the amount of time they consume. Optimizing the longest running functions provide you with the biggest performance gain.
Hotspot analysis lists functions that consume a lot of processor time. Click + for the call stacks. To see the source, double-click a table entry. Colors show threading efficiency.
View Profiling Results on Your Source Code
Once you find the time-consuming functions, the next step is to figure out what part of each function needs improvement. Double-clicking the hotspot list takes you directly to the source, showing the hottest spot in the function. Intel® VTune™ Profiler supports most native compilers that follow industry standards, such as C, C++, and Fortran. No special compiler is required—just use your normal production build and include symbols.
To view the hottest spot, double-click the function list.
Python*, C++, C & Fortran Profiling
Statistical sampling techniques capture accurate profiling data with minimal overhead.
- Avoid the heavy instrumentation overhead of many Python* profilers.
- Profile pure Python or Python plus native code extensions in C, C++, or Fortran.
- Tune native code extensions (unlike profilers for only Python).
- Get source-line detail that includes call stacks.
View the profiling results on your Python source code.
Low-Overhead Java* Profiling
Analyze Java* or Java mixed with native code, and map results to the original Java source. Unlike some high-overhead Java profilers that instrument the code, Intel VTune Profiler uses low-overhead statistical sampling.
Analyze running Java services (such as mail) even if they are in a container. Profile Java daemons without a restart.
View the profiling results on your Java source.
Analyze Faster with Highlighted Tuning Opportunities
Event-based sampling uses the hardware performance monitoring unit (PMU) built into Intel® processors. PMU events can find specific tuning opportunities fast—like backend stalls or cache misses—highlighting them to facilitate easier analysis and optimization.
A pink cell indicates a potential tuning opportunity. Hover over it to get suggestions.
Effectively use all available cores.
See a system-level view of application performance.
Deliver high-performance image and video processing pipelines.
Access specialized, in-depth analyses for HPC and cloud computing.
Diagnose memory, storage, and data plane bottlenecks.
Mine data for answers.
Fits your environment and workflow.
Are you ready to try or purchase Intel VTune Profiler?
Product and Performance Information
Intel's compilers may or may not optimize to the same degree for non-Intel microprocessors for optimizations that are not unique to Intel microprocessors. These optimizations include SSE2, SSE3, and SSSE3 instruction sets and other optimizations. Intel does not guarantee the availability, functionality, or effectiveness of any optimization on microprocessors not manufactured by Intel. Microprocessor-dependent optimizations in this product are intended for use with Intel microprocessors. Certain optimizations not specific to Intel microarchitecture are reserved for Intel microprocessors. Please refer to the applicable product User and Reference Guides for more information regarding the specific instruction sets covered by this notice.
Notice revision #20110804