henrik

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fhuszar

wiseodd

import tensorflow as tf
from tensorflow.examples.tutorials.mnist import input_data
import numpy as np
import matplotlib.pyplot as plt
import matplotlib.gridspec as gridspec
import os


def xavier_init(size):
    in_dim = size[0]

jojonki

# How to apply exponential moving average decay for variables? 
# https://discuss.pytorch.org/t/how-to-apply-exponential-moving-average-decay-for-variables/10856/2
class EMA(nn.Module):
    def __init__(self, mu):
        super(EMA, self).__init__()
        self.mu = mu
        
    def forward(self,x, last_average):
        new_average = self.mu*x + (1-self.mu)*last_average
        return new_average