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    TensorFlow架构与设计:概述

    开源书籍 关于TensorFlow的内核详细原理与运行机制,请查阅我的开源技术书籍:TensorFlow内核剖析。 TensorFlow是什么? TensorFlow基于数据...

  • Estimation, Optimization, and Parallelism when Data is Sparse

    1. Abstract study stochastic optimization problems when the data is sparse. 研究数据稀疏的随机优化...

  • Deep learning with Elastic Averaging SGD

    1. Abstract A new algorithm is proposed in this setting where the communication and coo...

  • 1-Bit Stochastic Gradient Descent and its Application to Data-Parallel Distributed Training of Speech DNNs

    1. Abstract At no or nearly no loss of accuracy, quantize the gradients aggressively—to...

  • Delay-Tolerant Algorithms for Asynchronous Distributed Online Learning

    1. Abstract Adaptive gradient methods,adapt not only to the sequence of gradients, but ...