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How do I interpret the output of linear regression model in R?

I have the following linear regression model and its analysis. There are a few errors, but I am not very sure about the errors. I have not succeeded in finding them so far. First, the 95% confidence ...
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Concrete Dropout model unstable on regression tasks

Concrete Dropout as proposed by the author outputs the log variance which is used in calculating losses. Given that there are random parameter initializations in a NN, I am liable to get any number ...