December 2018
Intermediate to advanced
274 pages
7h 46m
English
Content preview from Machine Learning for Mobile
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Model-file format
The following are the highlights of the model-file format:
- It is lightweight and has very few software dependencies.
- It supports quantization.
- This format is FlatBuffer-based and, hence, increases the speed of execution. FlatBuffer is an open source project by Google, originally designed for video games.
- FlatBuffer is a cross-platform serialization library and is similar to protocol buffers.
- This format is more memory-efficient as it does not need a parsing/unpacking step to perform a secondary representation prior to data access. There is no marshaling step and, hence, it uses less code.
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