This question might be trivial, but I am wondering if there is any variance associated with the logits in the final fully connected layer. In particular, is there a confidence interval for each of logit in the final layer? The documentation says that the weights are intialised from a uniform distribution, U(-\sqrt{k},\sqrt{k}), so would the variance be that of the uniform?
Thanks