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SHARKonvnet

GPU CNN's for SHARK.

Installation

Makefile

  • Here be hints on how to make it compile.

MNIST

  • Change directory to scripts and run python prep_mnist_data.py. This will download, unpack and normalize the MNIST dataset to data/mnist/.
  • Change directory to the root of the project and run make mnist. This will compile tests/MnistTest.cpp into obj/MnistTest.o.
  • Run with ./obj/MnistTest.o. You should see some info about the convnet (specified in tests/MnistTest.cpp), and then some progress info every 500 itertation. After 2000 iterations the 01-loss should be around 4%. It converges to a little below 1%.