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Shift Schedule With Fewer Short Daily Rest Periods and Sickness Absence Among Health Care Workers: A Cluster Randomized Clinical Trial.

open access: yesJAMA Netw Open
Djupedal ILR   +11 more
europepmc   +1 more source

FlexTensor: An Automatic Schedule Exploration and Optimization Framework for Tensor Computation on Heterogeneous System

International Conference on Architectural Support for Programming Languages and Operating Systems, 2020
Tensor computation plays a paramount role in a broad range of domains, including machine learning, data analytics, and scientific computing. The wide adoption of tensor computation and its huge computation cost has led to high demand for flexible ...
Size Zheng   +4 more
semanticscholar   +1 more source

Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing

North American Chapter of the Association for Computational Linguistics, 2019
Variational autoencoders (VAE) with an auto-regressive decoder have been applied for many natural language processing (NLP) tasks. VAE objective consists of two terms, the KL regularization term and the reconstruction term, balanced by a weighting hyper ...
Hao Fu   +5 more
semanticscholar   +1 more source

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