Uploaded August 2025 | Updated September 2026, 5 days ago
My food tracker needs a barcode scanner, my barcode scanner needs a neural network, my neural network needs to be trained, training needs convolutions, training needs gradients, gradient calculation is slow, wtf.
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00:00 Intro
04:00 Why is it slow
51:30 Parallelize conv grad calculation
01:45:20 Wait it's still slow
My food tracker needs a barcode scanner, my barcode scanner needs a neural network, my neural network needs to be trained, training needs convolutions, training needs gradients, gradient calculation is slow, wtf.
Please consider supporting. This content WILL end some day, but every dollar I make pushes that day further out
Join on youtube for happy hour vods youtube.com/channel/UCXzL31BCxf8En1KT34gSK6g/join
Or on patreon patreon.com/sphaerophoria
Or on twitch twitch.tv/sphaerophoria
Or sponsor me on github (no benefits) github.com/sponsors/sphaerophoria
00:00 Intro
04:00 Why is it slow
51:30 Parallelize conv grad calculation
01:45:20 Wait it's still slow










