Towards Safe Automated Refactoring of Imperative Deep Learning Programs to Graph Execution

Raffi Khatchadourian, Tatiana Castro Vélez, Mehdi Bagherzadeh +2

Efficiency is essential to support responsiveness w.r.t. ever-growing datasets, especially for Deep Learning (DL) systems. DL frameworks have traditionally embraced deferred execut…