March 2020
Beginner to intermediate
342 pages
8h 38m
English
To see where the testing hurdle is, consider that we’re going to tune our neural network with an iterative process. That process is going to work like this:
This process is pretty much the ML equivalent of software development, so we can simply call it like that: “the development cycle.”
We already went through a few iterations of development in the previous chapter, when we measured the network’s performance with different batch sizes. However, we overlooked a distressing fact: the development cycle violates the Blind Test Rule. Here is why.
During development, we ...