joblib.dump joblib.load
joblib.dump() and joblib.load() provide a replacement for pickle to work efficiently on arbitrary Python objects containing large data, in particular large numpy arrays.
Tips
joblib と pickle の比較 - Tak's Notebook
pickleの代わりにjoblibを使って永続化する - 計算物理屋の研究備忘録