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20152022
most citedInteger Quantization for Deep Learning Inference: Principles and Empirical Evaluation

220 citations · 441 across the 10 of their papers we have counts for

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cs.LG2016

Bit-pragmatic Deep Neural Network Computing

J. Albericio, P. Judd, A. Delmás +2

We quantify a source of ineffectual computations when processing the multiplications of the convolutional layers in Deep Neural Networks (DNNs) and propose Pragmatic (PRA), an arch…