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Multilayer Perceptron classifying MNIST dataset using CUDA to accelerate

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Multilayer Perceptron

Implementation

  • Sequential: C/C++
  • Parallel: C/C++ & CUDA & cuBLAS

Requirements

  • CUDA
  • cuBLAS
  • dataset (default MNIST)

p.s. It's just a tiny project. Please don't take it too seriously. :)

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Multilayer Perceptron classifying MNIST dataset using CUDA to accelerate

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  • Cuda 51.3%
  • C++ 44.9%
  • Python 2.1%
  • Makefile 1.4%
  • Shell 0.3%