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activations are now different. They actually include the mask in in my notation. So, it's a very simple change of the forward and backward pass when
you're training. And also another thing that I should emphasize is that the mask is being resampled for every example. So before you do a forward pass, you
reample the mask. You don't keep it, you know, sample it once and then use it the whole time. Um and then at test time because we
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