This post is an attempt to document my understanding on the following topic: What is the learning rate? What is it’s significance?How does one systematically arrive at a good learning rate?Why do we change the learning rate during training?How do we deal with learning rates when using pretrained model?Much of this post are based on the stuff written by past fast.ai fellows [1], [2], [5] and [3] .
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