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image-convolution

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Vivek-Tate / Performance-Analysis-of-Parallel-Computing-Algorithms-using-CUDA-and-OpenMP

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This is an academic experiment comparing CPU and GPU performance using CUDA and OpenMP. It involves implementing three algorithms: Standard Deviation Calculation, Image Convolution, and Histogram-Based Data Structure, optimised for parallel execution to demonstrate performance improvements on different hardware architectures.

openmp parallel-computing cuda data-structures performance-analysis experiments cpu-monitoring image-convolution standard-deviation gpu-monitoring gpu-parallelization
  • Updated Jun 29, 2024
  • Cuda

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