NVIDIA CUDA Toolkit10.0.130

NVIDIA CUDA Toolkit addresses a small group of developers and programmers working in C and C++ that are on the lookout for the official CUDA development environment from NVIDIA. With NVIDIA CUDA Toolkit, you can freely build GPU-accelerated application software projects.First things first, CUDA is a parallel computing platform and programming model invented by NVIDIA. It enables dramatic increases in computing performance by harnessing the puissance of the graphics processing unit (GPU). CUDA-capable GPUs have hundreds of cores that can collectively run thousands of computing threads. These cores have shared resources including a register file and a shared recollection. The on-chip shared recollection sanctions parallel tasks running on these cores to apportion data without sending it over the system recollection bus.With NVIDIA CUDA Toolkit, the arrival of multicore CPUs and manycore GPUs designates that mainstream processor chips are now parallel systems. Furthermore, their parallelism perpetuates to scale with Moore's law. The challenge is to develop application software that transparently scales its parallelism to leverage the incrementing number of processor cores, much as 3D graphics applications transparently scale their parallelism to manycore GPUs with widely varying numbers of cores.The CUDA parallel programming model is designed to surmount this challenge while maintaining a low learning curve for programmers habituated with standard programming languages such as C. At its core are three key abstractions - a hierarchy of thread groups, shared recollections, and barrier synchronization - that are simply exposed to the programmer as a minimal set of language extensions.Overall, the NVIDIA CUDA Toolkit is the one and only environment to start your projects in if you want to take full advantage of this wonderful platform. Just make sure you have an NVIDIA graphics adapter that support CUDA technology before launching into this innovating climate of unlimited possibilities.