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Performance Modelling of Deep Learning on Intel Many Integrated Core Architectures
We evaluate the prediction accuracy of performance models in the context of training three different convolutional neural network architectures on the Intel Xeon Phi.
CHAOS: A Parallelization Scheme for Training Convolutional Neural Networks on Intel Xeon Phi
In this paper, we present our parallelization scheme for training convolutional neural networks (CNN) named Controlled Hogwild with Arbitrary Order of Synchronization (CHAOS).
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