November 2019
Intermediate to advanced
296 pages
7h 52m
English
Content preview from Hands-On Machine Learning with TensorFlow.js
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The SavedModel format
SavedModel is a hierarchical data structure that stores multiple directories inside. MetaGraphDef is a data flow graph that also contains the mapping to the variables and assets the graph depends on. We can regard the data structure as an operation graph in the SavedModel context. The following diagram shows the high-level structure of SavedModel:
As this diagram shows, the MetaGraphDef instances are able to share the variables and assets. Each operator in the graph is associated with a variable contained in SavedModel so that we can save the space allocated for variables. Generally speaking, the weight variables for ...
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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.