dongguo-usc / lstm-odyssey

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

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