Created
October 18, 2015 21:28
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Invert a matrix with Crystal via Lapack bindings
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@[Link(framework: "Accelerate")] | |
lib LibLapack | |
fun sgetrf_(m: Int32*, n: Int32*, a: Void*, lda: Int32*, ipiv: Int32*, info: Int32*) | |
fun sgetri_(n: Int32*, a: Void*, lda: Int32*, ipiv: Int32*, work: Void*, lwork: Int32*, info: Int32*) | |
end | |
# Matrix A (the one being inverted) | |
# Matrix [1 2 | |
# 3 4] | |
# (matrices have to be provided to Lapack as 1D arrays) | |
# MV: Is there a more elegant way of initializing a StaticArray? | |
a = StaticArray(Float32, 4).new(0_f32) | |
a[0] = 1_f32 | |
a[1] = 3_f32 | |
a[2] = 2_f32 | |
a[3] = 4_f32 | |
n = 2 | |
arows = n | |
acols = n | |
# Leading dimension of A | |
lda = 2 | |
p "Matrix A before any calls:" | |
(0...n).each do |i| | |
(0...n).each do |j| | |
p "A[#{i}][#{j}]: #{a[n * j + i]}" | |
end | |
end | |
# Set the dimension of the "workspace" array WORK | |
# see http://www.netlib.org/lapack-dev/lapack-coding/program-style.html#workspace | |
LWORK = 100 | |
work = StaticArray(Float32, LWORK).new(0_f32) | |
# Pivot indices array | |
ipiv = StaticArray(Int32, 4).new(0) | |
# Lapack error codes | |
info = 0 | |
# Calculate LU decomposition of A (and store it in A) | |
LibLapack.sgetrf_(pointerof(arows), pointerof(acols), pointerof(a) as Void*, pointerof(lda), ipiv, pointerof(info)) | |
p "Matrix A after sgetrf" | |
(0...2).each do |i| | |
(0...2).each do |j| | |
p "A[#{i}][#{j}]: #{a[n*j+i]}" | |
end | |
end | |
p "sgetrf_ returned an error!" if info != 0 | |
lwork = LWORK | |
LibLapack.sgetri_(pointerof(n), pointerof(a) as Void*, pointerof(lda), ipiv, pointerof(work) as Void*, pointerof(lwork), pointerof(info)) | |
p "Matrix A after sgetri" | |
(0...2).each do |i| | |
(0...2).each do |j| | |
p "A[#{i}][#{j}]: #{a[n*j+i]}" | |
end | |
end | |
p "sgetri_ returned an error!" if info != 0 |
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