有趣的是,Data.Array.Repa实际上比hmatrix更快,这是意外的,因为hmatrix是使用LAPACK实现的.这是因为Repa使用了未装箱的类型吗?
import Data.Array.Repa
import Data.Array.Repa.Algorithms.Matrix
main = do
let
a = fromListUnboxed (Z:.1000:.1000::DIM2) $ replicate (1000*1000) 1.0 :: Array U DIM2 Double
b = fromListUnboxed (Z:.1000:.1000::DIM2) $ replicate (1000*1000) 1.0 :: Array U DIM2 Double
m <- (a `mmultP` b)
print $ m!(Z:.900:.900)
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运行时间为1核心:7.011s
运行时间,2核心:3.975s
import Numeric.LinearAlgebra
import Numeric.LinearAlgebra.LAPACK
main = do
let
a = (1000><1000) $ replicate (1000*1000) 1.0
b = (1000><1000) $ replicate (1000*1000) 1.0
print $ (a `multiplyR` b) @@> (900,900)
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运行时间:20.714秒