May 2020
Intermediate to advanced
530 pages
17h 8m
English
Content preview from Hands-On Machine Learning with C++
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ML model serialization APIs in C++ libraries
In this section, we will discuss the ML model sharing APIs in the Dlib, Shogun, Shark-ML, and PyTorch libraries. There are three main types of sharing ML models among the different C++ libraries:
- Share model parameters (weights)
- Share the entire model's architecture
- Share both the model architecture and its trained parameters
In the following sections, we will look at what API is available in each library and emphasize what type of sharing it supports.
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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.