GPU Accelerated Matrix Multiplication

GitHub - tgautam03/xGeMM: Accelerated General (FP32) Matrix Multiplication

Accelerated General (FP32) Matrix Multiplication. Contribute to tgautam03/xGeMM development by creating an account on GitHub.

GitHubtgautam03

Goal: Code matrix multiplication from scratch and (try to) match the performance of cuBLAS SGeMM.

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Mini Project: GPU Accelerated Matrix Multiplication (almost) like cuBLAS

Learn CUDA C/C++ basics by working on a single application: matrix multiplication. To make things interesting, let us try to match the performance of NVIDIA cuBLAS.

0Mean1SigmaTushar Gautam

GPU Accelerated Image Filters

GitHub - tgautam03/xFilters: GPU accelerated filters for high resolution images.

GPU accelerated filters for high resolution images. - tgautam03/xFilters

GitHubtgautam03

Goal: Code 2D convolution from scratch in CUDA C/C++ and use that to apply filters to high-resolution images.

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Mini Project: GPU Accelerated Image Filters using Convolution

Apply filters to high-resolution images using 2D convolution on a GPU. Along the way, learn about caches and using constant, shared, and pinned memory.

0Mean1SigmaTushar Gautam