Distributed Transfer Learning with 4th Gen Intel Xeon Processors
Lakshmi Arunachalam Fahim Mohammad Vrushabh H. Sanghavi
In this paper, we explore how transfer learning, coupled with Intel Xeon,
specifically 4th Gen Intel Xeon scalable processor, defies the conventional
belief that training is primarily GPU-dependent. We present a case study where
we achieved near state-of-the-art accuracy for image classification on a
publicly available Image Classification TensorFlow dataset using Intel Advanced
Matrix Extensions(AMX) and distributed training with Horovod.