September 2020
Intermediate to advanced
272 pages
7h 34m
German
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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.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.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.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.
KAPITEL 7
PyTorch-Modelle debuggen
Im Verlauf des Buchs haben wir bisher zahlreiche Modelle erstellt. In diesem Kapitel werfen wir nun einen Blick darauf, wie sie interpretierbarer zu gestalten sind und was sich im Hintergrund abspielt. Wir sehen uns an, wie man mit sogenanntem Class Activation Mapping unter Nutzung von PyTorch-Hooks die Entscheidungsfindung eines Modells nachvollziehen kann und wie man PyTorch zu Debugging-Zwecken mit Googles TensorBoard verbindet. Zudem erfahren Sie, wie Flammendiagramme eingesetzt werden können, um mögliche Probleme bei Transformationen und in Trainingspipelines zu identifizieren. Ich gebe Ihnen in diesem Zusammenhang ein funktionierendes Beispiel zur Geschwindigkeitsoptimierung einer langsamen Transformation ...
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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.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
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.