  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.
