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demonstrates that adding up certain values becomes much faster when an array is sorted, due to modern CPU branch prediction (see https://stackoverflow.com/questions/11227809/why-is-it-faster-to-process-a-sorted-array-than-an-unsorted-array)
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function genlist() | |
arr = zeros(32768) | |
for i=1:length(arr) | |
arr[i] = rand(Int) % 256 | |
end | |
arr | |
end | |
function processlist(arr) | |
sum = 0 | |
for i=1:length(arr) | |
if arr[i] >= 128 | |
sum += arr[i] | |
end | |
end | |
sum | |
end | |
x1 = genlist() | |
x2 = sort(x1) | |
# julia> using BenchmarkTools | |
# julia> @btime processlist($x1) | |
#124.064 μs (0 allocations: 0 bytes) | |
#1.55527e6 | |
#julia> @btime processlist($x2) | |
#65.628 μs (0 allocations: 0 bytes) | |
#1.55527e6 |
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