/lstm-odyssey

Implementations of "LSTM: A Search Space Odyssey" variants and their training results on the PTB dataset.

Primary LanguageJupyter Notebook

An LSTM Odyssey

Code for training variants of "LSTM: A Search Space Odyssey" on Fomoro.

Check out the blog post.

Training

Cloud Setup

  1. Follow the installation guide for Fomoro.
  2. Clone the repo: git clone https://github.com/fomorians/lstm-odyssey.git && cd lstm-odyssey
  3. Create a new model: fomoro model add
  4. Start training: fomoro session start -f

Local Setup

  1. Install TensorFlow.
  2. Clone the repo: git clone https://github.com/fomorians/lstm-odyssey.git && cd lstm-odyssey
  3. Run training: python main.py