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hub / github.com/csxmli2016/DFDNet / SynchronizedBatchNorm1d

Class SynchronizedBatchNorm1d

sync_batchnorm/batchnorm.py:148–208  ·  view source on GitHub ↗

r"""Applies Synchronized Batch Normalization over a 2d or 3d input that is seen as a mini-batch. .. math:: y = \frac{x - mean[x]}{ \sqrt{Var[x] + \epsilon}} * gamma + beta This module differs from the built-in PyTorch BatchNorm1d as the mean and standard-deviation are redu

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