We perform Singular Value Decomposition (SVD) calculations on large datasets.
We modify the computation both by using fully precise and approximate methods, and by using both CPUs and GPUs.
In the end we compute an approximate SVD of 200GB of simulated data and using a mutli-GPU machine in 15-20 seconds.
Then we run this from a dataset stored in the cloud where we find that I/O is, predictably, a major bottleneck.
Cited by https://substack.com/app-link/post?publication_id=883883&post_id=135048864&utm_source=post-email-title&isFreemail=true&token=eyJ1c2VyX2lkIjo3Mjc1MTUwNCwicG9zdF9pZCI6MTM1MDQ4ODY0LCJpYXQiOjE2ODk3OTU3ODcsImV4cCI6MTY5MjM4Nzc4NywiaXNzIjoicHViLTg4Mzg4MyIsInN1YiI6InBvc3QtcmVhY3Rpb24ifQ.yv4227H4YOuph6ClAnhNMB9TZSDXKtFo1aO8VLYNlYI
Defence has named Anduril’s extra-large autonomous undersea vehicle “Ghost Shark” at an event on Sydney Harbour. During the naming ceremony, Anduril’s 2. 8 tonne “Dive-LD” autonomous sub
Dynamic languages are useful tools. Scripting allows users to rapidly and succinctly tie together complex systems and express ideas without worrying about details like memory management or build systems.
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