CPU beats GPU by 15x for neural net training with Rice Univ method
Updated: Apr 9, 2021
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
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
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