ICLR 2018 | Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training

ICLR 2018 | Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training

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EMNLP 2017 | Sparse Communication for Distributed Gradient Descent

EMNLP 2017 | Sparse Communication for Distributed Gradient Descent

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INTERSPEECH 2015 | Scalable Distributed DNN Training Using Commodity GPU Cloud Computing

INTERSPEECH 2015 | Scalable Distributed DNN Training Using Commodity GPU Cloud Computing

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INTERSPEECH 2014 | 1-Bit Stochastic Gradient Descent and its Application to Data-Parallel Distribute

INTERSPEECH 2014 | 1-Bit Stochastic Gradient Descent and its Application to Data-Parallel Distribute

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NeurIPS 2017 | QSGD: Communication-Efficient SGD via Gradient Quantization and Encoding

NeurIPS 2017 | QSGD: Communication-Efficient SGD via Gradient Quantization and Encoding

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MLHPC 2016 | Communication Quantization for Data-parallel Training of Deep Neural Networks

MLHPC 2016 | Communication Quantization for Data-parallel Training of Deep Neural Networks

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NeurIPS 2017 | TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning

NeurIPS 2017 | TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning

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