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This document discusses GPUs and parallel computing using NVIDIA GPUs. It describes the increasing computational performance of GPUs over time compared to CPUs. It also discusses NVIDIA's Compute Unified Device Architecture (CUDA) for general purpose parallel computing on GPUs and provides usage statistics for CUDA. The document advocates that GPUs are becoming the preferred platform for high performance computing applications due to their low cost and high performance capabilities.































