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Different optimization techniques for a neural network of mnist dataset

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MarnixKuijs/MnistBenchmark

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MnistSycl

This repo contains mutiple implmentations of a neural network that is trained on the Mnist data set. The different implementations can be viewed on seperate branches.

  • sequential: Whole implementation is sequential with with raw for loops
  • algorithm: Same as sequential but instead of raw for loops uses the algorithm header from C++ standard library
  • (unavailable) sycl: Uses the sycl api to accelerate the neural network on the gpu

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Different optimization techniques for a neural network of mnist dataset

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