conftrace_

gradient quantization

27 papers

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Co-occurring keywords

communication efficiency (297) distributed training (188) model compression (3302) distributed learning (563) gradient compression (78) distributed optimization (275) neural network optimization (1293) stochastic gradient descent (1091) convolutional neural network (4226) efficient computing (781)

Papers

QSGD: Communication-Efficient SGD via Gradient Quantization and Encoding NIPS 2017
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning NIPS 2017