Neural Network Engine

Checkout the blog post.

Building

Only tested on ArchLinux. Compile the engine by invoking ./build.sh. For optimzed builds ./build.sh release.

For running the Python driver make sure to install the required dependencies. It may make sense to install them in a virtual environment:

python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt

Running

Example to run MobileNetV2:

./src/driver.py -config data/mobilenetv2.cfg -input data/mobilenetv2_raw_images/img_08.raw -family mobilenetv2 -classes data/imagenet_classes.txt

Example to run MNIST:

./driver.py -config data/mnist_simple.cfg -input data/mnist_raw_images/image_3.ubyte -family mnist