STAGE-WISE MINI BATCHING TO IMPROVE CACHE UTILIZATION
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Aug 16, 2017
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Aug 29, 2016
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A computer-implemented method is provided for neural network training. The method includes improving a cache utilization by one or more processors during multiple training stages of a neural network, by performing a stage-wise mini-batch process on a set of samples used for the multiple training stages. The stage-wise mini-batch process waits for each of the multiple training stages to complete using a system wait primitive to improve the cache utilization.
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