The Pavlov CLI is a command line tool to train and automatically containerize models given a model specification, training hyperparameters, and a dataset. Currently only supports Caffe.
pavlov lenet --lr 0.001 --tag=mnist
Simply run
python setup.py install
Now pavlov is in your path and can be run from anywhere.
to run the MNIST example, go to the project root and run
./examples/mnist/setup_mnist.sh
then run
pavlov lenet
the model will train and save snapshots / intermediate model weights files to the data/mnist directory