Smoothed curve consistently below the non smoothed curve on Tensorboard

Question

I\'m training an image classifier (2-class problem) with Tensorflow (resnet50) on AI Platform. I\'m using Tensorboard to report metrics. I\'ve noted that my top-1 accuracy g