distributed deep learning

An Empirical Study of Distributed Deep Learning Training on Edge (Student Abstract) AAAI 2024 A Quadratic Synchronization Rule for Distributed Deep Learning ICLR 2024 ARK: GPU-driven Code Execution for Distributed Deep Learning NSDI 2023 SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training NeurIPS 2022 DecentLaM: Decentralized Momentum SGD for Large-Batch Deep Training ICCV 2021 DeepReduce: A Sparse-tensor Communication Framework for Federated Deep Learning NeurIPS 2021 Elastic Resource Sharing for Distributed Deep Learning NSDI 2021 Distributed Stochastic Gradient Descent with Event-Triggered Communication AAAI 2020 On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning AAAI 2020 A Highly Efficient Distributed Deep Learning System for Automatic Speech Recognition Interspeech 2019 Theoretical Limits of Pipeline Parallel Optimization and Application to Distributed Deep Learning NeurIPS 2019 NextGen AML: Distributed Deep Learning based Language Technologies to Augment Anti Money Laundering Investigation ACL 2018 Model Accuracy and Runtime Tradeoff in Distributed Deep Learning: A Systematic Study IJCAI 2017 TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning NeurIPS 2017