ancordovag/assignment4

DL4NLP

Setup

• Install python3 requirements: pip3 install -r requirements.txt
• Initialize GloVe as follows:

$ wget https://github.com/explosion/spacy-models/releases/download/en_vectors_web_lg-2.3.0/en_vectors_web_lg-2.3.0.tar.gz -O en_vectors_web_lg-2.3.0.tar.gz
$ pip install en_vectors_web_lg-2.3.0.tar.gz

For overfitting a single batch, set the --DEBUG flag to True

Other important parameters:

1. --RESUME, start training with saved checkpoint. You should assign checkpoint version --VERSION int and resumed epoch --CKTP_E int.
2. --VERSION, to assign seed and version of the model.
3. --CPU, to force training and/or inference using CPU.