High-performance software needs to be designed with vectorization, multithreading, multicore to manycore, multimode, memory optimization, and more in mind to take full advantage of this wealth of resources.
Tools and Libraries
Simplify building, debugging, and tuning high-performance computing (HPC) applications.
Use data and analysis tools to build well-threaded and vectorized code that exploits modern hardware capabilities.
Get advanced sampling and profiling techniques to quickly analyze code for performance-related hot-spots.
Improve application performance and speed up the processing time of math routines.