Created
May 14, 2014 22:09
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#!/usr/bin/julia | |
#julia matrix test program. | |
v = rand(5) | |
m = rand(5,5) | |
r = zeros(5) | |
println("right product") | |
tic() | |
for idx=1:100 | |
r = m * v | |
end | |
toc() #==> 0.25 seconds | |
v = v' | |
println("left product") | |
#uses memory-appropriate ordering, but performs worse. | |
tic() | |
for idx=1:100 | |
r = v * m | |
end | |
toc() #==> 0.28 seconds | |
println("poorly devectorized product") | |
#a first, naive shot at devectorization | |
v = rand(5) | |
m = rand(25) | |
tic() | |
for idx=1:100 | |
r = zeros(5) | |
for jdx = 1:5 | |
q = jdx * 5 | |
r += m[q - 4 : q] .* v | |
end | |
end | |
toc() #==> 0.50 seconds | |
println("devectorized product") | |
# reduce number of operations in the matrix multiplication loop. | |
# use short-cycle addition operations only. | |
tic() | |
for idx=1:100 | |
r = zeros(5) | |
a = 1 | |
b = 5 | |
for jdx = 1:5 | |
r += m[a : b] .* v | |
a += 5 | |
b += 5 | |
end | |
end | |
toc() #==> 0.01 seconds! |
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