Created
June 8, 2014 20:04
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Finally working -- only square matrices though
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def LU(A: CuMatrix[Float])(implicit handle: cublasHandle): CuMatrix[Float]= { | |
if (A.rows != A.cols) { | |
println("Matrix has to be square.") | |
return A | |
} | |
val d_A = CuMatrix.create[Float](A.rows, A.cols) | |
d_A := A | |
val P = CuMatrix.create[Int](d_A.rows, 1) | |
val info = CuMatrix.create[Int](1, 1) | |
val A_ptr = jcuda.Pointer.to(d_A.offsetPointer) | |
val d_Aptr = new jcuda.Pointer() | |
JCuda.cudaMalloc(d_Aptr, jcuda.Sizeof.POINTER) | |
JCuda.cudaMemcpy(d_Aptr, A_ptr, 1 * jcuda.Sizeof.POINTER, cudaMemcpyKind.cudaMemcpyHostToDevice) | |
JCublas2.cublasSgetrfBatched(handle, d_A.rows, d_Aptr, d_A.majorSize, | |
P.offsetPointer, info.offsetPointer, 1) | |
d_A | |
} |
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