Comparison of Batch Normalization and Weight Normalization Algorithms for the Large-scale Image Classification

24 Sep 2017 Igor Gitman Boris Ginsburg

Batch normalization (BN) has become a de facto standard for training deep convolutional networks. However, BN accounts for a significant fraction of training run-time and is difficult to accelerate, since it is a memory-bandwidth bounded operation... (read more)

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