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-rw-r--r--test/mixingtypes.cpp202
1 files changed, 185 insertions, 17 deletions
diff --git a/test/mixingtypes.cpp b/test/mixingtypes.cpp
index 6c2f74875..ad9c2c652 100644
--- a/test/mixingtypes.cpp
+++ b/test/mixingtypes.cpp
@@ -1,7 +1,7 @@
// This file is part of Eigen, a lightweight C++ template library
// for linear algebra.
//
-// Copyright (C) 2008 Gael Guennebaud <gael.guennebaud@inria.fr>
+// Copyright (C) 2008-2015 Gael Guennebaud <gael.guennebaud@inria.fr>
// Copyright (C) 2008 Benoit Jacob <jacob.benoit.1@gmail.com>
//
// This Source Code Form is subject to the terms of the Mozilla
@@ -15,14 +15,26 @@
#define EIGEN_NO_STATIC_ASSERT // turn static asserts into runtime asserts in order to check them
#endif
-// #ifndef EIGEN_DONT_VECTORIZE
-// #define EIGEN_DONT_VECTORIZE // SSE intrinsics aren't designed to allow mixing types
-// #endif
+#if defined(EIGEN_TEST_PART_1) || defined(EIGEN_TEST_PART_2) || defined(EIGEN_TEST_PART_3)
+
+#ifndef EIGEN_DONT_VECTORIZE
+#define EIGEN_DONT_VECTORIZE
+#endif
+
+#endif
+
+static bool g_called;
+#define EIGEN_SCALAR_BINARY_OP_PLUGIN { g_called |= (!internal::is_same<LhsScalar,RhsScalar>::value); }
#include "main.h"
using namespace std;
+#define VERIFY_MIX_SCALAR(XPR,REF) \
+ g_called = false; \
+ VERIFY_IS_APPROX(XPR,REF); \
+ VERIFY( g_called && #XPR" not properly optimized");
+
template<int SizeAtCompileType> void mixingtypes(int size = SizeAtCompileType)
{
typedef std::complex<float> CF;
@@ -38,8 +50,10 @@ template<int SizeAtCompileType> void mixingtypes(int size = SizeAtCompileType)
Mat_f mf = Mat_f::Random(size,size);
Mat_d md = mf.template cast<double>();
+ //Mat_d rd = md;
Mat_cf mcf = Mat_cf::Random(size,size);
Mat_cd mcd = mcf.template cast<complex<double> >();
+ Mat_cd rcd = mcd;
Vec_f vf = Vec_f::Random(size,1);
Vec_d vd = vf.template cast<double>();
Vec_cf vcf = Vec_cf::Random(size,1);
@@ -49,19 +63,59 @@ template<int SizeAtCompileType> void mixingtypes(int size = SizeAtCompileType)
complex<float> scf = internal::random<complex<float> >();
complex<double> scd = internal::random<complex<double> >();
-
mf+mf;
- VERIFY_RAISES_ASSERT(mf+md);
- VERIFY_RAISES_ASSERT(mf+mcf);
+
+ float epsf = std::sqrt(std::numeric_limits<float> ::min EIGEN_EMPTY ());
+ double epsd = std::sqrt(std::numeric_limits<double>::min EIGEN_EMPTY ());
+
+ while(std::abs(sf )<epsf) sf = internal::random<float>();
+ while(std::abs(sd )<epsd) sf = internal::random<double>();
+ while(std::abs(scf)<epsf) scf = internal::random<CF>();
+ while(std::abs(scd)<epsd) scd = internal::random<CD>();
+
+// VERIFY_RAISES_ASSERT(mf+md); // does not even compile
+
+#ifdef EIGEN_DONT_VECTORIZE
VERIFY_RAISES_ASSERT(vf=vd);
VERIFY_RAISES_ASSERT(vf+=vd);
- VERIFY_RAISES_ASSERT(mcd=md);
-
+#endif
+
// check scalar products
- VERIFY_IS_APPROX(vcf * sf , vcf * complex<float>(sf));
- VERIFY_IS_APPROX(sd * vcd, complex<double>(sd) * vcd);
- VERIFY_IS_APPROX(vf * scf , vf.template cast<complex<float> >() * scf);
- VERIFY_IS_APPROX(scd * vd, scd * vd.template cast<complex<double> >());
+ VERIFY_MIX_SCALAR(vcf * sf , vcf * complex<float>(sf));
+ VERIFY_MIX_SCALAR(sd * vcd , complex<double>(sd) * vcd);
+ VERIFY_MIX_SCALAR(vf * scf , vf.template cast<complex<float> >() * scf);
+ VERIFY_MIX_SCALAR(scd * vd , scd * vd.template cast<complex<double> >());
+
+ VERIFY_MIX_SCALAR(vcf * 2 , vcf * complex<float>(2));
+ VERIFY_MIX_SCALAR(vcf * 2.1 , vcf * complex<float>(2.1));
+ VERIFY_MIX_SCALAR(2 * vcf, vcf * complex<float>(2));
+ VERIFY_MIX_SCALAR(2.1 * vcf , vcf * complex<float>(2.1));
+
+ // check scalar quotients
+ VERIFY_MIX_SCALAR(vcf / sf , vcf / complex<float>(sf));
+ VERIFY_MIX_SCALAR(vf / scf , vf.template cast<complex<float> >() / scf);
+ VERIFY_MIX_SCALAR(vf.array() / scf, vf.template cast<complex<float> >().array() / scf);
+ VERIFY_MIX_SCALAR(scd / vd.array() , scd / vd.template cast<complex<double> >().array());
+
+ // check scalar increment
+ VERIFY_MIX_SCALAR(vcf.array() + sf , vcf.array() + complex<float>(sf));
+ VERIFY_MIX_SCALAR(sd + vcd.array(), complex<double>(sd) + vcd.array());
+ VERIFY_MIX_SCALAR(vf.array() + scf, vf.template cast<complex<float> >().array() + scf);
+ VERIFY_MIX_SCALAR(scd + vd.array() , scd + vd.template cast<complex<double> >().array());
+
+ // check scalar subtractions
+ VERIFY_MIX_SCALAR(vcf.array() - sf , vcf.array() - complex<float>(sf));
+ VERIFY_MIX_SCALAR(sd - vcd.array(), complex<double>(sd) - vcd.array());
+ VERIFY_MIX_SCALAR(vf.array() - scf, vf.template cast<complex<float> >().array() - scf);
+ VERIFY_MIX_SCALAR(scd - vd.array() , scd - vd.template cast<complex<double> >().array());
+
+ // check scalar powers
+ VERIFY_MIX_SCALAR( pow(vcf.array(), sf), Eigen::pow(vcf.array(), complex<float>(sf)) );
+ VERIFY_MIX_SCALAR( vcf.array().pow(sf) , Eigen::pow(vcf.array(), complex<float>(sf)) );
+ VERIFY_MIX_SCALAR( pow(sd, vcd.array()), Eigen::pow(complex<double>(sd), vcd.array()) );
+ VERIFY_MIX_SCALAR( Eigen::pow(vf.array(), scf), Eigen::pow(vf.template cast<complex<float> >().array(), scf) );
+ VERIFY_MIX_SCALAR( vf.array().pow(scf) , Eigen::pow(vf.template cast<complex<float> >().array(), scf) );
+ VERIFY_MIX_SCALAR( Eigen::pow(scd, vd.array()), Eigen::pow(scd, vd.template cast<complex<double> >().array()) );
// check dot product
vf.dot(vf);
@@ -75,6 +129,7 @@ template<int SizeAtCompileType> void mixingtypes(int size = SizeAtCompileType)
VERIFY_IS_APPROX(vcd.asDiagonal() * md, vcd.asDiagonal() * md.template cast<complex<double> >());
VERIFY_IS_APPROX(mcf * vf.asDiagonal(), mcf * vf.template cast<complex<float> >().asDiagonal());
VERIFY_IS_APPROX(md * vcd.asDiagonal(), md.template cast<complex<double> >() * vcd.asDiagonal());
+
// vd.asDiagonal() * mf; // does not even compile
// vcd.asDiagonal() * mf; // does not even compile
@@ -92,7 +147,6 @@ template<int SizeAtCompileType> void mixingtypes(int size = SizeAtCompileType)
VERIFY_IS_APPROX(mcd.array() *= md.array(), mcd2.array() *= md.array().template cast<std::complex<double> >());
// check matrix-matrix products
-
VERIFY_IS_APPROX(sd*md*mcd, (sd*md).template cast<CD>().eval()*mcd);
VERIFY_IS_APPROX(sd*mcd*md, sd*mcd*md.template cast<CD>());
VERIFY_IS_APPROX(scd*md*mcd, scd*md.template cast<CD>().eval()*mcd);
@@ -103,6 +157,20 @@ template<int SizeAtCompileType> void mixingtypes(int size = SizeAtCompileType)
VERIFY_IS_APPROX(scf*mf*mcf, scf*mf.template cast<CF>()*mcf);
VERIFY_IS_APPROX(scf*mcf*mf, scf*mcf*mf.template cast<CF>());
+ VERIFY_IS_APPROX(sd*md.adjoint()*mcd, (sd*md).template cast<CD>().eval().adjoint()*mcd);
+ VERIFY_IS_APPROX(sd*mcd.adjoint()*md, sd*mcd.adjoint()*md.template cast<CD>());
+ VERIFY_IS_APPROX(sd*md.adjoint()*mcd.adjoint(), (sd*md).template cast<CD>().eval().adjoint()*mcd.adjoint());
+ VERIFY_IS_APPROX(sd*mcd.adjoint()*md.adjoint(), sd*mcd.adjoint()*md.template cast<CD>().adjoint());
+ VERIFY_IS_APPROX(sd*md*mcd.adjoint(), (sd*md).template cast<CD>().eval()*mcd.adjoint());
+ VERIFY_IS_APPROX(sd*mcd*md.adjoint(), sd*mcd*md.template cast<CD>().adjoint());
+
+ VERIFY_IS_APPROX(sf*mf.adjoint()*mcf, (sf*mf).template cast<CF>().eval().adjoint()*mcf);
+ VERIFY_IS_APPROX(sf*mcf.adjoint()*mf, sf*mcf.adjoint()*mf.template cast<CF>());
+ VERIFY_IS_APPROX(sf*mf.adjoint()*mcf.adjoint(), (sf*mf).template cast<CF>().eval().adjoint()*mcf.adjoint());
+ VERIFY_IS_APPROX(sf*mcf.adjoint()*mf.adjoint(), sf*mcf.adjoint()*mf.template cast<CF>().adjoint());
+ VERIFY_IS_APPROX(sf*mf*mcf.adjoint(), (sf*mf).template cast<CF>().eval()*mcf.adjoint());
+ VERIFY_IS_APPROX(sf*mcf*mf.adjoint(), sf*mcf*mf.template cast<CF>().adjoint());
+
VERIFY_IS_APPROX(sf*mf*vcf, (sf*mf).template cast<CF>().eval()*vcf);
VERIFY_IS_APPROX(scf*mf*vcf,(scf*mf.template cast<CF>()).eval()*vcf);
VERIFY_IS_APPROX(sf*mcf*vf, sf*mcf*vf.template cast<CF>());
@@ -122,11 +190,111 @@ template<int SizeAtCompileType> void mixingtypes(int size = SizeAtCompileType)
VERIFY_IS_APPROX(scd*vcd.adjoint()*md, scd*vcd.adjoint()*md.template cast<CD>().eval());
VERIFY_IS_APPROX(sd*vd.adjoint()*mcd, sd*vd.adjoint().template cast<CD>().eval()*mcd);
VERIFY_IS_APPROX(scd*vd.adjoint()*mcd, scd*vd.adjoint().template cast<CD>().eval()*mcd);
+
+ VERIFY_IS_APPROX( sd*vcd.adjoint()*md.template triangularView<Upper>(), sd*vcd.adjoint()*md.template cast<CD>().eval().template triangularView<Upper>());
+ VERIFY_IS_APPROX(scd*vcd.adjoint()*md.template triangularView<Lower>(), scd*vcd.adjoint()*md.template cast<CD>().eval().template triangularView<Lower>());
+ VERIFY_IS_APPROX( sd*vcd.adjoint()*md.transpose().template triangularView<Upper>(), sd*vcd.adjoint()*md.transpose().template cast<CD>().eval().template triangularView<Upper>());
+ VERIFY_IS_APPROX(scd*vcd.adjoint()*md.transpose().template triangularView<Lower>(), scd*vcd.adjoint()*md.transpose().template cast<CD>().eval().template triangularView<Lower>());
+ VERIFY_IS_APPROX( sd*vd.adjoint()*mcd.template triangularView<Lower>(), sd*vd.adjoint().template cast<CD>().eval()*mcd.template triangularView<Lower>());
+ VERIFY_IS_APPROX(scd*vd.adjoint()*mcd.template triangularView<Upper>(), scd*vd.adjoint().template cast<CD>().eval()*mcd.template triangularView<Upper>());
+ VERIFY_IS_APPROX( sd*vd.adjoint()*mcd.transpose().template triangularView<Lower>(), sd*vd.adjoint().template cast<CD>().eval()*mcd.transpose().template triangularView<Lower>());
+ VERIFY_IS_APPROX(scd*vd.adjoint()*mcd.transpose().template triangularView<Upper>(), scd*vd.adjoint().template cast<CD>().eval()*mcd.transpose().template triangularView<Upper>());
+
+ // Not supported yet: trmm
+// VERIFY_IS_APPROX(sd*mcd*md.template triangularView<Lower>(), sd*mcd*md.template cast<CD>().eval().template triangularView<Lower>());
+// VERIFY_IS_APPROX(scd*mcd*md.template triangularView<Upper>(), scd*mcd*md.template cast<CD>().eval().template triangularView<Upper>());
+// VERIFY_IS_APPROX(sd*md*mcd.template triangularView<Lower>(), sd*md.template cast<CD>().eval()*mcd.template triangularView<Lower>());
+// VERIFY_IS_APPROX(scd*md*mcd.template triangularView<Upper>(), scd*md.template cast<CD>().eval()*mcd.template triangularView<Upper>());
+
+ // Not supported yet: symv
+// VERIFY_IS_APPROX(sd*vcd.adjoint()*md.template selfadjointView<Upper>(), sd*vcd.adjoint()*md.template cast<CD>().eval().template selfadjointView<Upper>());
+// VERIFY_IS_APPROX(scd*vcd.adjoint()*md.template selfadjointView<Lower>(), scd*vcd.adjoint()*md.template cast<CD>().eval().template selfadjointView<Lower>());
+// VERIFY_IS_APPROX(sd*vd.adjoint()*mcd.template selfadjointView<Lower>(), sd*vd.adjoint().template cast<CD>().eval()*mcd.template selfadjointView<Lower>());
+// VERIFY_IS_APPROX(scd*vd.adjoint()*mcd.template selfadjointView<Upper>(), scd*vd.adjoint().template cast<CD>().eval()*mcd.template selfadjointView<Upper>());
+
+ // Not supported yet: symm
+// VERIFY_IS_APPROX(sd*vcd.adjoint()*md.template selfadjointView<Upper>(), sd*vcd.adjoint()*md.template cast<CD>().eval().template selfadjointView<Upper>());
+// VERIFY_IS_APPROX(scd*vcd.adjoint()*md.template selfadjointView<Upper>(), scd*vcd.adjoint()*md.template cast<CD>().eval().template selfadjointView<Upper>());
+// VERIFY_IS_APPROX(sd*vd.adjoint()*mcd.template selfadjointView<Upper>(), sd*vd.adjoint().template cast<CD>().eval()*mcd.template selfadjointView<Upper>());
+// VERIFY_IS_APPROX(scd*vd.adjoint()*mcd.template selfadjointView<Upper>(), scd*vd.adjoint().template cast<CD>().eval()*mcd.template selfadjointView<Upper>());
+
+ rcd.setZero();
+ VERIFY_IS_APPROX(Mat_cd(rcd.template triangularView<Upper>() = sd * mcd * md),
+ Mat_cd((sd * mcd * md.template cast<CD>().eval()).template triangularView<Upper>()));
+ VERIFY_IS_APPROX(Mat_cd(rcd.template triangularView<Upper>() = sd * md * mcd),
+ Mat_cd((sd * md.template cast<CD>().eval() * mcd).template triangularView<Upper>()));
+ VERIFY_IS_APPROX(Mat_cd(rcd.template triangularView<Upper>() = scd * mcd * md),
+ Mat_cd((scd * mcd * md.template cast<CD>().eval()).template triangularView<Upper>()));
+ VERIFY_IS_APPROX(Mat_cd(rcd.template triangularView<Upper>() = scd * md * mcd),
+ Mat_cd((scd * md.template cast<CD>().eval() * mcd).template triangularView<Upper>()));
+
+
+ VERIFY_IS_APPROX( md.array() * mcd.array(), md.template cast<CD>().eval().array() * mcd.array() );
+ VERIFY_IS_APPROX( mcd.array() * md.array(), mcd.array() * md.template cast<CD>().eval().array() );
+
+ VERIFY_IS_APPROX( md.array() + mcd.array(), md.template cast<CD>().eval().array() + mcd.array() );
+ VERIFY_IS_APPROX( mcd.array() + md.array(), mcd.array() + md.template cast<CD>().eval().array() );
+
+ VERIFY_IS_APPROX( md.array() - mcd.array(), md.template cast<CD>().eval().array() - mcd.array() );
+ VERIFY_IS_APPROX( mcd.array() - md.array(), mcd.array() - md.template cast<CD>().eval().array() );
+
+ if(mcd.array().abs().minCoeff()>epsd)
+ {
+ VERIFY_IS_APPROX( md.array() / mcd.array(), md.template cast<CD>().eval().array() / mcd.array() );
+ }
+ if(md.array().abs().minCoeff()>epsd)
+ {
+ VERIFY_IS_APPROX( mcd.array() / md.array(), mcd.array() / md.template cast<CD>().eval().array() );
+ }
+
+ if(md.array().abs().minCoeff()>epsd || mcd.array().abs().minCoeff()>epsd)
+ {
+ VERIFY_IS_APPROX( md.array().pow(mcd.array()), md.template cast<CD>().eval().array().pow(mcd.array()) );
+ VERIFY_IS_APPROX( mcd.array().pow(md.array()), mcd.array().pow(md.template cast<CD>().eval().array()) );
+
+ VERIFY_IS_APPROX( pow(md.array(),mcd.array()), md.template cast<CD>().eval().array().pow(mcd.array()) );
+ VERIFY_IS_APPROX( pow(mcd.array(),md.array()), mcd.array().pow(md.template cast<CD>().eval().array()) );
+ }
+
+ rcd = mcd;
+ VERIFY_IS_APPROX( rcd = md, md.template cast<CD>().eval() );
+ rcd = mcd;
+ VERIFY_IS_APPROX( rcd += md, mcd + md.template cast<CD>().eval() );
+ rcd = mcd;
+ VERIFY_IS_APPROX( rcd -= md, mcd - md.template cast<CD>().eval() );
+ rcd = mcd;
+ VERIFY_IS_APPROX( rcd.array() *= md.array(), mcd.array() * md.template cast<CD>().eval().array() );
+ rcd = mcd;
+ if(md.array().abs().minCoeff()>epsd)
+ {
+ VERIFY_IS_APPROX( rcd.array() /= md.array(), mcd.array() / md.template cast<CD>().eval().array() );
+ }
+
+ rcd = mcd;
+ VERIFY_IS_APPROX( rcd.noalias() += md + mcd*md, mcd + (md.template cast<CD>().eval()) + mcd*(md.template cast<CD>().eval()));
+
+ VERIFY_IS_APPROX( rcd.noalias() = md*md, ((md*md).eval().template cast<CD>()) );
+ rcd = mcd;
+ VERIFY_IS_APPROX( rcd.noalias() += md*md, mcd + ((md*md).eval().template cast<CD>()) );
+ rcd = mcd;
+ VERIFY_IS_APPROX( rcd.noalias() -= md*md, mcd - ((md*md).eval().template cast<CD>()) );
+
+ VERIFY_IS_APPROX( rcd.noalias() = mcd + md*md, mcd + ((md*md).eval().template cast<CD>()) );
+ rcd = mcd;
+ VERIFY_IS_APPROX( rcd.noalias() += mcd + md*md, mcd + mcd + ((md*md).eval().template cast<CD>()) );
+ rcd = mcd;
+ VERIFY_IS_APPROX( rcd.noalias() -= mcd + md*md, - ((md*md).eval().template cast<CD>()) );
}
void test_mixingtypes()
{
- CALL_SUBTEST_1(mixingtypes<3>());
- CALL_SUBTEST_2(mixingtypes<4>());
- CALL_SUBTEST_3(mixingtypes<Dynamic>(internal::random<int>(1,EIGEN_TEST_MAX_SIZE)));
+ for(int i = 0; i < g_repeat; i++) {
+ CALL_SUBTEST_1(mixingtypes<3>());
+ CALL_SUBTEST_2(mixingtypes<4>());
+ CALL_SUBTEST_3(mixingtypes<Dynamic>(internal::random<int>(1,EIGEN_TEST_MAX_SIZE)));
+
+ CALL_SUBTEST_4(mixingtypes<3>());
+ CALL_SUBTEST_5(mixingtypes<4>());
+ CALL_SUBTEST_6(mixingtypes<Dynamic>(internal::random<int>(1,EIGEN_TEST_MAX_SIZE)));
+ }
}