December 2019
Intermediate to advanced
468 pages
14h 28m
English
Content preview from Advanced Deep Learning with Python
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Relative positional encodings
The vanilla transformer input is augmented with sinusoidal positional encodings (see the The transformer model section), which are relevant only within the current segment. The following formula shows how to schematically compute the states 
and 
with the current positional encodings:
Here, 
is the word-embedding sequence ...
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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.