#nvidia #cuda #nvcc
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What is covered in this tutorial: In this tutorial, we explain how to properly install NVIDIA CUDA Toolkit and NVIDIA Cuda Compilers on Linux Ubuntu.
Motivation: You need NVIDIA CUDA Toolkit and NVIDIA CUDA compilers to build and run locally machine learning algorithms and large language models. The most important component of NVIDIA CUDA Toolkit is the NVIDIA CUDA Compiler (NVCC). NVCC is used to compile files necessary to run machine learning algorithms locally. Any source file with an extension .cu must be compiled with NVCC.
Challenge: For people who are not familiar with Linux Ubuntu it might be challenging to properly install NVCC compiler and properly set the system path such that the NVCC is visible from any terminal. In this tutorial, we carefully and thoroughly explain all the steps you need to perform to properly install NVCC.