NVIDIA CUDA is described as 'Parallel computing platform and programming model designed for GPU acceleration, enabling faster application performance using thousands of GPU cores' and is an app in the system & hardware category. There are three alternatives to NVIDIA CUDA for a variety of platforms, including Windows, Linux, Android, BSD and FreeBSD apps. The best NVIDIA CUDA alternative is AMD ROCm, which is both free and Open Source. Other great apps like NVIDIA CUDA are OpenCL and ZLUDA.
ROCm is an open-source stack, composed primarily of open-source software, designed for graphics processing unit (GPU) computation. ROCm consists of a collection of drivers, development tools, and APIs that enable GPU programming from low-level kernel to end-user applications.
An open, royalty-free standard for cross-platform, parallel programming of diverse accelerators found in supercomputers, cloud servers, personal computers, mobile devices and embedded platforms.
ZLUDA is a drop-in replacement for CUDA on non-NVIDIA GPUs. ZLUDA allows running unmodified CUDA applications using non-NVIDIA GPUs with near-native performance
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