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Support block matrices in several BLAS1 routines #226
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90b6408
Update Hadamard, Dot, ColumnTwoNorms, ColumnMaxNorms, and HilbertSchm…
ndryden 4afe36a
Add check for whether the same block size is used in Hadamard and Hil…
ndryden be1c42a
Test Hadamard, Dot, ColumnTwoNorms, and ColumnMaxNorms at higher prec…
ndryden e9139f4
Remove unneeded macro checks and use a more rigorous bound in the Col…
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,134 @@ | ||
| /* | ||
| Copyright (c) 2009-2016, Jack Poulson | ||
| All rights reserved. | ||
| This file is part of Elemental and is under the BSD 2-Clause License, | ||
| which can be found in the LICENSE file in the root directory, or at | ||
| http://opensource.org/licenses/BSD-2-Clause | ||
| */ | ||
|
|
||
| #include <El.hpp> | ||
| using namespace El; | ||
|
|
||
| template <typename T, DistWrap W> | ||
| void TestColumnTwoNorms(Int m, Int n, const Grid& g, bool print) | ||
| { | ||
| // Generate random matrix to test. | ||
| DistMatrix<T, MC, MR, W> A(g); | ||
| Uniform(A, m, n); | ||
| if (print) | ||
| Print(A, "A"); | ||
| DistMatrix<T, MR, STAR, W> norms(g); | ||
| ColumnTwoNorms(A, norms); | ||
| if (print) | ||
| Print(norms, "norms"); | ||
| for (Int j = 0; j < A.LocalWidth(); ++j) | ||
| { | ||
| T got = norms.GetLocal(j, 0); | ||
| T expected = 0; | ||
| for (Int i = 0; i < A.LocalHeight(); ++i) | ||
| { | ||
| T val = A.GetLocal(i, j); | ||
| expected += val * val; | ||
| } | ||
| expected = mpi::AllReduce(expected, g.ColComm()); | ||
| expected = Sqrt(expected); | ||
| // Compute max(expected, 1) to use relative bound. | ||
| // (std::max and El::Max don't support BigFloat. | ||
| T div = expected > 1 ? expected : 1; | ||
| if (Abs(got - expected) / div > m * n * 10 * limits::Epsilon<El::Base<T>>()) | ||
| { | ||
| Output("Results do not match, norms(", j, ")=", got, | ||
| " instead of ", expected); | ||
| RuntimeError("got != expected"); | ||
| } | ||
| } | ||
| } | ||
|
|
||
| template <typename T, DistWrap W> | ||
| void TestColumnMaxNorms(Int m, Int n, const Grid& g, bool print) | ||
| { | ||
| // Generate random matrix to test. | ||
| DistMatrix<T, MC, MR, W> A(g); | ||
| Uniform(A, m, n); | ||
| if (print) | ||
| Print(A, "A"); | ||
| DistMatrix<T, MR, STAR, W> norms(g); | ||
| ColumnMaxNorms(A, norms); | ||
| if (print) | ||
| Print(norms, "norms"); | ||
| for (Int j = 0; j < A.LocalWidth(); ++j) | ||
| { | ||
| T got = norms.GetLocal(j, 0); | ||
| T expected = 0; | ||
| for (Int i = 0; i < A.LocalHeight(); ++i) | ||
| expected = Max(expected, Abs(A.GetLocal(i, j))); | ||
| T r; | ||
| mpi::AllReduce(&expected, &r, 1, mpi::MAX, g.ColComm()); | ||
| expected = r; | ||
| if (got != expected) | ||
| { | ||
| Output("Results do not match, norms(", j, ")=", got, | ||
| " instead of ", expected); | ||
| RuntimeError("got != expected"); | ||
| } | ||
| } | ||
| } | ||
|
|
||
| int main(int argc, char** argv) | ||
| { | ||
| Environment env(argc, argv); | ||
| mpi::Comm comm = mpi::COMM_WORLD; | ||
| try | ||
| { | ||
| const Int m = Input("--m", "height", 100); | ||
| const Int n = Input("--n", "width", 100); | ||
| const bool print = Input("--print", "print matrices?", false); | ||
| ProcessInput(); | ||
| PrintInputReport(); | ||
|
|
||
| const Grid g(comm); | ||
| OutputFromRoot(comm, "Testing ColumnTwoNorms"); | ||
| TestColumnTwoNorms<float, ELEMENT>(m, n, g, print); | ||
| TestColumnTwoNorms<float, BLOCK>(m, n, g, print); | ||
| TestColumnTwoNorms<double, ELEMENT>(m, n, g, print); | ||
| TestColumnTwoNorms<double, BLOCK>(m, n, g, print); | ||
| #if defined(EL_HAVE_QD) | ||
| TestColumnTwoNorms<DoubleDouble, ELEMENT>(m, n, g, print); | ||
| TestColumnTwoNorms<DoubleDouble, BLOCK>(m, n, g, print); | ||
| TestColumnTwoNorms<QuadDouble, ELEMENT>(m, n, g, print); | ||
| TestColumnTwoNorms<QuadDouble, BLOCK>(m, n, g, print); | ||
| #endif | ||
| #if defined(EL_HAVE_QUAD) | ||
| TestColumnTwoNorms<Quad, ELEMENT>(m, n, g, print); | ||
| TestColumnTwoNorms<Quad, BLOCK>(m, n, g, print); | ||
| #endif | ||
| #if defined(EL_HAVE_MPC) | ||
| TestColumnTwoNorms<BigFloat, ELEMENT>(m, n, g, print); | ||
| TestColumnTwoNorms<BigFloat, BLOCK>(m, n, g, print); | ||
| #endif | ||
| OutputFromRoot(comm, "Testing ColumnMaxNorms"); | ||
| TestColumnMaxNorms<float, ELEMENT>(m, n, g, print); | ||
| TestColumnMaxNorms<float, BLOCK>(m, n, g, print); | ||
| TestColumnMaxNorms<double, ELEMENT>(m, n, g, print); | ||
| TestColumnMaxNorms<double, BLOCK>(m, n, g, print); | ||
| #if defined(EL_HAVE_QD) | ||
| TestColumnMaxNorms<DoubleDouble, ELEMENT>(m, n, g, print); | ||
| TestColumnMaxNorms<DoubleDouble, BLOCK>(m, n, g, print); | ||
| TestColumnMaxNorms<QuadDouble, ELEMENT>(m, n, g, print); | ||
| TestColumnMaxNorms<QuadDouble, BLOCK>(m, n, g, print); | ||
| #endif | ||
| #if defined(EL_HAVE_QUAD) | ||
| TestColumnMaxNorms<Quad, ELEMENT>(m, n, g, print); | ||
| TestColumnMaxNorms<Quad, BLOCK>(m, n, g, print); | ||
| #endif | ||
| #if defined(EL_HAVE_MPC) | ||
| TestColumnMaxNorms<BigFloat, ELEMENT>(m, n, g, print); | ||
| TestColumnMaxNorms<BigFloat, BLOCK>(m, n, g, print); | ||
| #endif | ||
| } | ||
| catch (exception& e) | ||
| { | ||
| ReportException(e); | ||
| } | ||
| } |
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Thank you noticing this crucial portion of the extension!