conftrace_

gradient quantization

31 papers

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Co-occurring keywords · papers mentioning both

communication efficiency (11) distributed training (7) model compression (7) distributed learning (6) neural network optimization (5) distributed optimization (5) gradient compression (4) stochastic gradient descent (4) activation quantization (3) convolutional neural network (3)

Papers

Qsparse-local-SGD: Distributed SGD with Quantization, Sparsification and Local Computations NeurIPS 2019 A Linear Speedup Analysis of Distributed Deep Learning with Sparse and Quantized Communication NeurIPS 2018 GradiVeQ: Vector Quantization for Bandwidth-Efficient Gradient Aggregation in Distributed CNN Training NeurIPS 2018 Scalable methods for 8-bit training of neural networks NeurIPS 2018 QSGD: Communication-Efficient SGD via Gradient Quantization and Encoding NeurIPS 2017 TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning NeurIPS 2017