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Tiny four-bit computers may enable neural nets to be trained directly on smartphones

Tiny four-bit computers may enable neural nets to be trained directly on smartphones



The IBM researchers run several experiments where they simulate 4-bit training for a variety of deep-learning models in computer vision, speech, and natural-language processing. The results show a limited loss of accuracy in the models' overall performance compared with 16-bit deep learning. The process is also more than seven times faster and seven times more energy efficient.


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