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Topics
The five lines of work behind the blog, and what was measured in each.
12 pieces
Machine learning algorithms, measured
Eleven algorithms on the same weather, the same split and the same container.
11 piecesModels on my own hardware
What actually fits in a 16 GB card, and what gets lost along the way.
27 piecesMeasuring performance without fooling yourself
The numbers are the easy part. Making them mean something is not.
8 piecesNetworks and low-level work
What travels down the wire, read byte by byte.
6 piecesArchitecture you can verify
A diagram nobody can check is just a nice drawing.
20 piecesExperiments
Ideas that had to be run to find out whether they held up.