CPU beats GPU by 15x for neural net training with Rice Univ method

CPU beats GPU by 15x for neural net training with Rice Univ method

CPU algorithm trains deep neural nets up to 15 times faster than top GPU trainers

Tech Xplore https://techxplore.com/news/2021-04-rice-intel-optimize-ai-commodity.html

Deep learning rethink overcomes major obstacle in AI industry

SLIDE is first algorithm for training deep neural nets faster on CPUs than GPUs

Rice Univ https://news.rice.edu/2020/03/02/deep-learning-rethink-overcomes-major-obstacle-in-ai-industry

SLIDE: In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems

arXiv paper abstract https://arxiv.org/abs/1903.03129

arXiv PDF paper https://arxiv.org/pdf/1903.03129.pdf

GitHub https://github.com/keroro824/HashingDeepLearning

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