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Install cltorch using the script:

curl -s https://raw.githubusercontent.com/torch/ezinstall/master/install-all | bash
luarocks install cltorch # to install cltorch matrix layer
luarocks install clnn    # to install clnn network layer

For imagenet_winners benchmarks (alexnet, overfeat, vgg and googlenet) Run the benchmark using:

th imagenet_winners/benchmark.lua

For layerwise benchmarks (table in frontpage with L1,L2,L3,L4,L5) Run the benchmark using:

git clone --recursive https://github.com/hughperkins/clnn
cd clnn
th test/test-perf.lua