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Caffe for Sparse and Low-rank Deep Neural Networks
C++ 339 137
Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)
Python 167 48
Sparse Recurrent Neural Networks -- Pruning Connections and Hidden Sizes (TensorFlow)
Python 67 21
AutoGrow: Automatic Layer Growing in Deep Convolutional Networks (KDD 2020)
Python 27 3
SmoothOut: Smoothing Out Sharp Minima to Improve Generalization in Deep Learning
Python 19 2
FastFlexANN is a fast C or C++ language implementation of sparse artificial neural networks with flexible connectivity.
C 4 3
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