The dataset is available at: http://www.cs.toronto.edu/~kriz/cifar.html

To execute the benchmark you can run the Python script:

python benchmark.py [download] [run] [evaluate]

download will download the dataset, run will start the benchmark and evaluate will plot the result. You can of course modify the script or do each step manually.