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Update `functions_advanced` notebook #52

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Job	Run time
build-and-push (amd64, cpu)	9m 13s
build-and-push (amd64, cuda)	8m 36s
build-and-push (arm64, cpu)	11m 16s
build-and-push (arm64, cuda)	11m 15s
create-manifests	1s
	40m 21s