Distributed Transfer Learning with 4th Gen Intel Xeon Processors
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Abstract (arXiv)
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.
Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 2 of its 12 references that are in the map. First posted on arXiv 10 Oct 2023.
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References · 2
- 2015Deep Residual Learning for Image Recognitioncited by 52,096
- 2018Horovod: fast and easy distributed deep learning in TensorFlowcited by 279
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