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function test(n) | |
a = 0 | |
b = 0 | |
aulpdiff = Array(Float64, n) | |
bulpdiff = Array(Float64, n) | |
for i = 1:n | |
x = rand() | |
r1 = (x*x)*(x*x) | |
r2 = x^4 | |
bigres = big(x)^4 | |
r3 = float64(bigres) | |
a += r1 == r3 | |
b += r2 == r3 | |
aulpdiff[i] = (r1-bigres)/eps(r1) | |
bulpdiff[i] = (r2-bigres)/eps(r2) | |
end | |
println("multiply matches correctly rounded result: $a/$n") | |
println("max error of multiply: $(maximum(abs(aulpdiff))) ulp") | |
println(hist(aulpdiff)) | |
println() | |
println("^ matches correctly rounded result: $b/$n") | |
println("max error of ^: $(maximum(abs(bulpdiff))) ulp") | |
println(hist(bulpdiff)) | |
end | |
test(100000) |
The results here:
julia> test(1000000)
pairwise multiply matches correctly rounded result: 504431/1000000
max error of pairwise multiply: 1.8907513610425748 ulp
(-2.0:0.2:2.0,[85,1898,7521,19211,38505,58521,77670,92279,101519,102176,103311,101651,92591,77122,59048,38011,19288,7556,1941,96])
iterated multiply matches correctly rounded result: 656818/1000000
max error of iterated multiply: 2.018519127704391 ulp
(-2.0:0.2:2.2,[50,395,1697,6220,17133,36869,64924,98046,128887,145610,145827,128970,98512,64302,37047,17181,6218,1692,384,35,1])
powf matches correctly rounded result: 999682/1000000
max error of powf: 0.5008007537332742 ulp
(-0.55:0.05:0.55,[157,49731,50006,50037,49701,50141,49914,49881,49839,50022,50083,50137,49783,50241,49767,49940,50404,50460,49703,49795,50097,161])
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To test iterated v. pairwise multiplication.