Before revision:  In particular we demonstrate that, in spite of the use of mixed precision, TPUs still provide accurate estimators which are fast to compute  .
After revision:  In particular we demonstrate that, in spite of the use of mixed precision, TPUs still provide accurate estimators which are fast to compute when compared to GPUs .