Accelerating Deep Convolutional Networks using low-precision and sparsity · HackerPapers discussions

Accelerating Deep Convolutional Networks using low-precision and sparsity — mentioned by koja86

Thu, 06 Apr 2017 09:03:59 GMT

There are hints that even less than 8 bits per weight might be usable (for certain cases and on custom hw). Not sure if it's practical but it is definitely interesting. https://arxiv.org/pdf/1502.02551.pdf https://arxiv.org/pdf/1610.00324.pdf I wanted to have some basic idea about hardware so I did some "research" (googling) and ended up giving a short informal talk. My slides with some links are here: http://ml.kjx.cz/hw4nn2017.pdf

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

Accelerating Deep Convolutional Networks using low-precision and sparsity — HN submission

Wed, 05 Oct 2016 13:47:42 GMT

Accelerating Deep Convolutional Networks using low-precision and sparsity

3 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Accelerating Deep Convolutional Networks using low-precision and sparsity — HN submission

Tue, 04 Oct 2016 19:10:26 GMT

Accelerating Deep Convolutional Networks using low-precision and sparsity

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.