I am wondering how to invoke train_clas.py
to achieve the 95% accuracy reported in the ULMFit paper.
in imdb_scripts/README.md
, it says setting cl=50 is optimal so I followed the imdb notebook to pretrain the language model,
then ran
python imdb_scripts/train_clas.py /home/paperspace/ 0 \
--cl 50
(took 4h)
then ran
python imdb_scripts/eval_clas.py /home/paperspace/ 0
and got only 94%.
Are there other command line args to pass the script (which is slightly different than the rest of the imdb notebook) to achieve 95% on the IMDB data?
Related post: ULMFiT train_clas training around 50% on IMDB
Thanks!