Deep Learning Models on CPUs: A Methodology for Efficient Training — mentioned by imiric

Mon, 16 Jan 2023 11:20:18 GMT

I'm not deeply familiar with this space, but isn't training and inference on CPUs gaining some traction[1][2][3]? It's still surely orders of magnitude slower, but as CPUs get more powerful and ML frameworks get more efficient, making this cheaper and more accessible would be a major breakthrough. [1]: https://arxiv.org/abs/2206.10034 [2]: https://www.intel.com/content/www/us/en/developer/articles/t... [3]: https://www.usenix.org/conference/atc19/presentation/liu-yiz...

Paper and discussion history. A mention is not an endorsement.

Deep Learning Models on CPUs: A Methodology for Efficient Training · HackerPapers discussions

Deep Learning Models on CPUs: A Methodology for Efficient Training — mentioned by imiric