Bit-pragmatic deep neural network computing
Author:
Affiliation:
1. Univ. of Toronto NVIDIA
2. University of Toronto
Funder
NSERC
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3123939.3123982
Reference30 articles.
1. "How to Quantize Neural Networks with TensorFlow." {Online}. Available: https://www.tensorflow.org/performance/quantization "How to Quantize Neural Networks with TensorFlow." {Online}. Available: https://www.tensorflow.org/performance/quantization
2. J. Albericio P. Judd T. Hetherington T. Aamodt N. E. Jerger and A. Moshovos "Cnvlutin: Ineffectual-neuron-free deep neural network computing " in 2016 IEEE/ACM International Conference on Computer Architecture (ISCA) 2016. 10.1109/ISCA.2016.11 J. Albericio P. Judd T. Hetherington T. Aamodt N. E. Jerger and A. Moshovos "Cnvlutin: Ineffectual-neuron-free deep neural network computing " in 2016 IEEE/ACM International Conference on Computer Architecture (ISCA) 2016. 10.1109/ISCA.2016.11
3. Ternary neural networks for resource-efficient AI applications;Alemdar H.;CoRR,2016
4. A SIGNED BINARY MULTIPLICATION TECHNIQUE
5. DaDianNao: A Machine-Learning Supercomputer
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