February 2022
Intermediate to advanced
432 pages
14h 47m
Polish
Content preview from TinyML
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Rozdział 17. Optymalizacja modelu i rozmiaru pliku binarnego
Bez względu na to, jaką platformę wybierzesz, prawdopodobnie zarówno pamięć flash, jak i RAM będą bardzo ograniczone. Większość systemów wbudowanych ma mniej niż 1 MB pamięci flash, a wiele nich ma tylko kilkadziesiąt kilobajtów. To samo tyczy się pamięci modyfikowalnej; rzadko spotyka się platformy z większą dostępną statyczną pamięcią RAM (SRAM) niż 512 kB, a w przypadku urządzeń niższej klasy ta liczba może być o wiele niższa. Dobra wiadomość jest taka, że platforma TensorFlow Lite dla mikrokontrolerów jest zaprojektowana do pracy z pamięcią flash rzędu 20 kB i z 4 kB pamięci SRAM, ale będziesz musiał z rozwagą tworzyć swoją aplikację i godzić się na różne kompromisy, by jej rozmiar ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
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.