November 2019
Intermediate to advanced
296 pages
7h 52m
English
Content preview from Hands-On Machine Learning with TensorFlow.js
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Profiling
As the saying goes, premature optimization is the root of all evil. Without sufficient knowledge and understanding of the system, optimization is often rather harmful. It is important to get the data of the system's runtime and find out what bottlenecks need to be optimized. Profiling is a method that we can use to collect information or signals that measure how the system works. The following information is helpful if we wish to find problems that exist in our application:
- Performance bottlenecks (CPU, I/O, memory, and so on)
- Statistics regarding the code's execution
- How long the execution time took to complete
By knowing about such information, we can make our application more performant. There are several tools we can use to ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.