November 2019
Intermediate to advanced
296 pages
7h 52m
English
Content preview from Hands-On Machine Learning with TensorFlow.js
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Protocol buffers
A protocol buffer is a language-neutral serializable data format developed mainly by Google. The binary format is used by many products published by Google and, of course, TensorFlow is not an exception. All of the files generated by TensorFlow are based on protocol buffers. A protocol buffer is a serialization format that is readable by various kinds of programming languages. Once you define the schema of the protocol in the protocol buffer DSL, the protocol buffer compiler can generate serializers in various kinds of programming languages. This allows us to write a system to exchange data between services in a heterogeneous system smoothly.
Due to the nature of the protocol buffer, TensorFlow can make use of it in order ...
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