September 2020
Intermediate to advanced
216 pages
5h 7m
German
Content preview from GANs mit PyTorch selbst programmierenBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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KAPITEL 4
Grundlagen von CUDA
In meinem Buch Neuronale Netze selbst programmieren haben wir die erforderlichen Berechnungen ausgearbeitet, um sowohl Signale in Vorwärtsrichtung durch ein neuronales Netz zu leiten als auch im Rückwärtsdurchgang die Verknüpfungsgewichte des Netzes zu aktualisieren.
Wir haben festgestellt, dass sich beide Berechnungen mithilfe der Matrixmultiplikation formulieren lassen. Anstatt Hunderte oder sogar Tausende von separaten Berechnungen zu schreiben, notieren wir eine einfache Matrixmultiplikation. Wir waren davon begeistert, weil Bibliotheken wie NumPy dafür ausgelegt sind, Matrixmultiplikationen wirklich schnell und effizient auszuführen. Denn es ist weitaus effizienter, mithilfe von NumPy zwei Matrizen zu multiplizieren, ...
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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.