March 2018
Beginner to intermediate
306 pages
9h 54m
English
Content preview from OpenCV 3 Computer Vision with Python Cookbook
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Measuring inference time and contributions to it from each layer
In this recipe, you will learn how to compute the total number of floating point operations in a network performed in forward pass, as well as the amount of memory consumed. This is useful when you want to understand the limitations of your model and reveal where exactly the bottlenecks are so that you can optimize it.