Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding · HackerPapers discussions

Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding — mentioned by cing

Tue, 13 Dec 2016 23:24:33 GMT

I believe several papers have examined efficiently pruning neural networks, but neural death would be better branding ;) (https://arxiv.org/pdf/1506.02626v3.pdf https://arxiv.org/pdf/1510.00149v5.pdf)

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Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding — mentioned by dharma1

Mon, 11 Jan 2016 18:09:24 GMT

Here's the paper - http://arxiv.org/pdf/1510.00149.pdf The compressed network achieves a decent speedup and energy saving on current hardware too (desktop/mobile) without significant loss of accuracy

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