README.md

ds_proj

Documentation Links

• https://ivanbrillo.github.io/DL_erlang/ Note: The code documentation link in the page above doesn't work. The HTML files are located in docs/_build/html/index.html

Hide Warnings (Linux)

export TF_CPP_MIN_LOG_LEVEL=3

Starting Erlang Shells

To start the master node: rebar3 shell --sname master@localhost

To start slave nodes: rebar3 shell --sname slave1@localhost rebar3 shell --sname slave2@localhost

Model Commands

To initialize the master process and start Erlang node processes: P = master:start_master(), P ! initialize_nodes.

Wait a few seconds for all nodes to initialize. Then proceed with the following commands:

• Load the database: P ! load_db.

• Distribute the model: P ! distribute_model.

• Distribute the weights: P ! distribute_weights.

• Train the network:

  • For one epoch: P ! train.
  • For multiple epochs: P ! {train, NEpochs} where NEpochs is the number of epochs to train