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[D] Batchnorm inference is a function of batch size / batch data

Why is it that in tensorflow, the batchnorm results during inference time (e.g. using model.predict()) are dependent on the data in the batch? I would expect the network computation graph to be completely frozen.

submitted by /u/idg101
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