# Distributed Transfer Learning with 4th Gen Intel Xeon Processors

Source: [Distributed Transfer Learning with 4th Gen Intel Xeon Processors](<https://www.sota2.com/research/paper/68fa70d71e209131cea4d9a7>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2025-10-26T01:51:52.116Z

Authors: Lakshmi Arunachalam, Fahim Mohammad, Vrushabh H. Sanghavi

Published: 2023-10-10T18:12:46.000Z

## Abstract

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.

## Recorded benchmark results

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

## Original sources and implementation

[Original paper](<https://arxiv.org/abs/2310.06916>)

[PDF](<https://arxiv.org/pdf/2310.06916.pdf>)