From 2a37be3b4c0d2af5b8d82dd930285cbac8f29af2 Mon Sep 17 00:00:00 2001
From: Tomas Oberhuber <tomas.oberhuber@fjfi.cvut.cz>
Date: Thu, 5 Dec 2019 20:29:06 +0100
Subject: [PATCH] Implementing SlicedEllpack segments.
---
src/TNL/Containers/Segments/Ellpack.h | 2 +-
src/TNL/Containers/Segments/Ellpack.hpp | 18 ++
src/TNL/Containers/Segments/SlicedEllpack.h | 102 +++++++
src/TNL/Containers/Segments/SlicedEllpack.hpp | 270 ++++++++++++++++++
.../Matrices/SparseMatrixTest_CSR_segments.h | 2 +-
.../SparseMatrixTest_Ellpack_segments.h | 2 +-
...parseMatrixTest_SlicedEllpack_segments.cpp | 1 +
...SparseMatrixTest_SlicedEllpack_segments.cu | 1 +
.../SparseMatrixTest_SlicedEllpack_segments.h | 152 ++++++++++
9 files changed, 547 insertions(+), 3 deletions(-)
create mode 100644 src/TNL/Containers/Segments/SlicedEllpack.h
create mode 100644 src/TNL/Containers/Segments/SlicedEllpack.hpp
create mode 100644 src/UnitTests/Matrices/SparseMatrixTest_SlicedEllpack_segments.cpp
create mode 100644 src/UnitTests/Matrices/SparseMatrixTest_SlicedEllpack_segments.cu
create mode 100644 src/UnitTests/Matrices/SparseMatrixTest_SlicedEllpack_segments.h
diff --git a/src/TNL/Containers/Segments/Ellpack.h b/src/TNL/Containers/Segments/Ellpack.h
index dc1a717b3a..d99ffe3365 100644
--- a/src/TNL/Containers/Segments/Ellpack.h
+++ b/src/TNL/Containers/Segments/Ellpack.h
@@ -26,7 +26,6 @@ class Ellpack
using DeviceType = Device;
using IndexType = Index;
- using OffsetsHolder = Containers::Vector< IndexType, DeviceType, IndexType >;
static constexpr int getAlignment() { return Alignment; }
static constexpr bool getRowMajorOrder() { return RowMajorOrder; }
@@ -44,6 +43,7 @@ class Ellpack
template< typename SizesHolder = OffsetsHolder >
void setSizes( const SizesHolder& sizes );
+ void setSizes( const IndexType segmentsCount, const IndexType segmentSize );
/**
* \brief Number segments.
*/
diff --git a/src/TNL/Containers/Segments/Ellpack.hpp b/src/TNL/Containers/Segments/Ellpack.hpp
index 8a23693ec8..833b162ebb 100644
--- a/src/TNL/Containers/Segments/Ellpack.hpp
+++ b/src/TNL/Containers/Segments/Ellpack.hpp
@@ -66,6 +66,24 @@ setSizes( const SizesHolder& sizes )
this->alignedSize = roundUpDivision( size, this->getAlignment() ) * this->getAlignment();
}
+template< typename Device,
+ typename Index,
+ bool RowMajorOrder,
+ int Alignment >
+ template< typename SizesHolder >
+void
+Ellpack< Device, Index, RowMajorOrder, Alignment >::
+setSizes( const IndexType segmentsCount, const IndexType segmentSize );
+{
+ this->segmentSize = segmentSize;
+ this->size = segmentsCount;
+ if( RowMajorOrder )
+ this->alignedSize = this->size;
+ else
+ this->alignedSize = roundUpDivision( size, this->getAlignment() ) * this->getAlignment();
+}
+
+
template< typename Device,
typename Index,
bool RowMajorOrder,
diff --git a/src/TNL/Containers/Segments/SlicedEllpack.h b/src/TNL/Containers/Segments/SlicedEllpack.h
new file mode 100644
index 0000000000..a5ef9d1211
--- /dev/null
+++ b/src/TNL/Containers/Segments/SlicedEllpack.h
@@ -0,0 +1,102 @@
+/***************************************************************************
+ SlicedEllpack.h - description
+ -------------------
+ begin : Dec 4, 2019
+ copyright : (C) 2019 by Tomas Oberhuber
+ email : tomas.oberhuber@fjfi.cvut.cz
+ ***************************************************************************/
+
+/* See Copyright Notice in tnl/Copyright */
+
+#pragma once
+
+#include <TNL/Containers/Vector.h>
+
+namespace TNL {
+ namespace Containers {
+ namespace Segments {
+
+template< typename Device,
+ typename Index,
+ bool RowMajorOrder = std::is_same< Device, Devices::Host >::value,
+ int SliceSize = 32 >
+class SlicedEllpack
+{
+ public:
+
+ using DeviceType = Device;
+ using IndexType = Index;
+ using OffsetsHolder = Containers::Vector< IndexType, DeviceType, IndexType >;
+ static constexpr int getSliceSize() { return SliceSize; }
+ static constexpr bool getRowMajorOrder() { return RowMajorOrder; }
+
+ SlicedEllpack();
+
+ SlicedEllpack( const Vector< IndexType, DeviceType, IndexType >& sizes );
+
+ SlicedEllpack( const SlicedEllpack& segments );
+
+ SlicedEllpack( const SlicedEllpack&& segments );
+
+ /**
+ * \brief Set sizes of particular segments.
+ */
+ template< typename SizesHolder = OffsetsHolder >
+ void setSizes( const SizesHolder& sizes );
+
+ /**
+ * \brief Number segments.
+ */
+ __cuda_callable__
+ IndexType getSize() const;
+
+ __cuda_callable__
+ IndexType getSegmentSize( const IndexType segmentIdx ) const;
+
+ __cuda_callable__
+ IndexType getStorageSize() const;
+
+ __cuda_callable__
+ IndexType getGlobalIndex( const Index segmentIdx, const Index localIdx ) const;
+
+ __cuda_callable__
+ void getSegmentAndLocalIndex( const Index globalIdx, Index& segmentIdx, Index& localIdx ) const;
+
+ /***
+ * \brief Go over all segments and for each segment element call
+ * function 'f' with arguments 'args'. The return type of 'f' is bool.
+ * When its true, the for-loop continues. Once 'f' returns false, the for-loop
+ * is terminated.
+ */
+ template< typename Function, typename... Args >
+ void forSegments( IndexType first, IndexType last, Function& f, Args... args ) const;
+
+ template< typename Function, typename... Args >
+ void forAll( Function& f, Args... args ) const;
+
+
+ /***
+ * \brief Go over all segments and perform a reduction in each of them.
+ */
+ template< typename Fetch, typename Reduction, typename ResultKeeper, typename Real, typename... Args >
+ void segmentsReduction( IndexType first, IndexType last, Fetch& fetch, Reduction& reduction, ResultKeeper& keeper, const Real& zero, Args... args ) const;
+
+ template< typename Fetch, typename Reduction, typename ResultKeeper, typename Real, typename... Args >
+ void allReduction( Fetch& fetch, Reduction& reduction, ResultKeeper& keeper, const Real& zero, Args... args ) const;
+
+ void save( File& file ) const;
+
+ void load( File& file );
+
+ protected:
+
+ IndexType size;
+
+ OffsetHolder sliceOffsets;
+};
+
+ } // namespace Segements
+ } // namespace Conatiners
+} // namespace TNL
+
+#include <TNL/Containers/Segments/SlicedEllpack.hpp>
diff --git a/src/TNL/Containers/Segments/SlicedEllpack.hpp b/src/TNL/Containers/Segments/SlicedEllpack.hpp
new file mode 100644
index 0000000000..60d2059fef
--- /dev/null
+++ b/src/TNL/Containers/Segments/SlicedEllpack.hpp
@@ -0,0 +1,270 @@
+/***************************************************************************
+ SlicedEllpack.hpp - description
+ -------------------
+ begin : Dec 4, 2019
+ copyright : (C) 2019 by Tomas Oberhuber
+ email : tomas.oberhuber@fjfi.cvut.cz
+ ***************************************************************************/
+
+/* See Copyright Notice in tnl/Copyright */
+
+#pragma once
+
+#include <TNL/Containers/Vector.h>
+#include <TNL/Algorithms/ParallelFor.h>
+#include <TNL/Containers/Segments/SlicedEllpack.h>
+#include <TNL/Containers/Segments/Ellpack.h>
+
+namespace TNL {
+ namespace Containers {
+ namespace Segments {
+
+
+template< typename Device,
+ typename Index,
+ bool RowMajorOrder,
+ int SliceSize >
+SlicedEllpack< Device, Index, RowMajorOrder, SliceSize >::
+SlicedEllpack()
+ : size( 0 )
+{
+}
+
+template< typename Device,
+ typename Index,
+ bool RowMajorOrder,
+ int SliceSize >
+SlicedEllpack< Device, Index, RowMajorOrder, SliceSize >::
+SlicedEllpack( const SlicedEllpack& slicedEllpack )
+ : size( slicedEllpack.size ), sliceOffsets( slicedEllpack.sliceOffsets )
+{
+}
+
+template< typename Device,
+ typename Index,
+ bool RowMajorOrder,
+ int SliceSize >
+SlicedEllpack< Device, Index, RowMajorOrder, SliceSize >::
+SlicedEllpack( const SlicedEllpack&& slicedEllpack )
+ : size( slicedEllpack.size ), sliceOffsets( slicedEllpack.sliceOffsets )
+{
+}
+
+template< typename Device,
+ typename Index,
+ bool RowMajorOrder,
+ int SliceSize >
+ template< typename SizesHolder >
+void
+SlicedEllpack< Device, Index, RowMajorOrder, SliceSize >::
+setSizes( const SizesHolder& sizes )
+{
+ this->size = sizes.getSize();
+ const IndexType segmentsCount = roundUpDivision( this->size, getSliceSize() );
+ this->segmentOffsets.setSize( segmentsCount + 1 );
+ Ellpack< DeviceType, IndexType, true > ellpack;
+ ellpack.setSizes( segmentsCount, SliceSize );
+ ...
+
+
+
+
+
+ if( RowMajorOrder )
+ this->alignedSize = this->size;
+ else
+ this->alignedSize = roundUpDivision( size, this->getSliceSize() ) * this->getSliceSize();
+}
+
+template< typename Device,
+ typename Index,
+ bool RowMajorOrder,
+ int SliceSize >
+__cuda_callable__
+Index
+SlicedEllpack< Device, Index, RowMajorOrder, SliceSize >::
+getSize() const
+{
+ return this->size;
+}
+
+template< typename Device,
+ typename Index,
+ bool RowMajorOrder,
+ int SliceSize >
+__cuda_callable__
+Index
+SlicedEllpack< Device, Index, RowMajorOrder, SliceSize >::
+getSegmentSize( const IndexType segmentIdx ) const
+{
+ return this->segmentSize;
+}
+
+template< typename Device,
+ typename Index,
+ bool RowMajorOrder,
+ int SliceSize >
+__cuda_callable__
+Index
+SlicedEllpack< Device, Index, RowMajorOrder, SliceSize >::
+getStorageSize() const
+{
+ return this->alignedSize * this->segmentSize;
+}
+
+template< typename Device,
+ typename Index,
+ bool RowMajorOrder,
+ int SliceSize >
+__cuda_callable__
+Index
+SlicedEllpack< Device, Index, RowMajorOrder, SliceSize >::
+getGlobalIndex( const Index segmentIdx, const Index localIdx ) const
+{
+ if( RowMajorOrder )
+ return segmentIdx * this->segmentSize + localIdx;
+ else
+ return segmentIdx + this->alignedSize * localIdx;
+}
+
+template< typename Device,
+ typename Index,
+ bool RowMajorOrder,
+ int SliceSize >
+__cuda_callable__
+void
+SlicedEllpack< Device, Index, RowMajorOrder, SliceSize >::
+getSegmentAndLocalIndex( const Index globalIdx, Index& segmentIdx, Index& localIdx ) const
+{
+}
+
+template< typename Device,
+ typename Index,
+ bool RowMajorOrder,
+ int SliceSize >
+ template< typename Function, typename... Args >
+void
+SlicedEllpack< Device, Index, RowMajorOrder, SliceSize >::
+forSegments( IndexType first, IndexType last, Function& f, Args... args ) const
+{
+ const auto offsetsView = this->offsets.getView();
+ if( RowMajorOrder )
+ {
+ const IndexType segmentSize = this->segmentSize;
+ auto l = [=] __cuda_callable__ ( const IndexType i, Args... args ) {
+ const IndexType begin = i * segmentSize;
+ const IndexType end = begin + segmentSize;
+ for( IndexType j = begin; j < end; j++ )
+ if( ! f( i, j, args... ) )
+ break;
+ };
+ Algorithms::ParallelFor< Device >::exec( first, last, l, args... );
+ }
+ else
+ {
+ const IndexType storageSize = this->getStorageSize();
+ const IndexType alignedSize = this->alignedSize;
+ auto l = [=] __cuda_callable__ ( const IndexType i, Args... args ) {
+ const IndexType begin = i;
+ const IndexType end = storageSize;
+ for( IndexType j = begin; j < end; j += alignedSize )
+ if( ! f( i, j, args... ) )
+ break;
+ };
+ Algorithms::ParallelFor< Device >::exec( first, last, l, args... );
+ }
+}
+
+template< typename Device,
+ typename Index,
+ bool RowMajorOrder,
+ int SliceSize >
+ template< typename Function, typename... Args >
+void
+SlicedEllpack< Device, Index, RowMajorOrder, SliceSize >::
+forAll( Function& f, Args... args ) const
+{
+ this->forSegments( 0, this->getSize(), f, args... );
+}
+
+template< typename Device,
+ typename Index,
+ bool RowMajorOrder,
+ int SliceSize >
+ template< typename Fetch, typename Reduction, typename ResultKeeper, typename Real, typename... Args >
+void
+SlicedEllpack< Device, Index, RowMajorOrder, SliceSize >::
+segmentsReduction( IndexType first, IndexType last, Fetch& fetch, Reduction& reduction, ResultKeeper& keeper, const Real& zero, Args... args ) const
+{
+ if( RowMajorOrder )
+ {
+ using RealType = decltype( fetch( IndexType(), IndexType() ) );
+ const IndexType segmentSize = this->segmentSize;
+ auto l = [=] __cuda_callable__ ( const IndexType i, Args... args ) mutable {
+ const IndexType begin = i * segmentSize;
+ const IndexType end = begin + segmentSize;
+ RealType aux( zero );
+ for( IndexType j = begin; j < end; j++ )
+ reduction( aux, fetch( i, j, args... ) );
+ keeper( i, aux );
+ };
+ Algorithms::ParallelFor< Device >::exec( first, last, l, args... );
+ }
+ else
+ {
+ using RealType = decltype( fetch( IndexType(), IndexType() ) );
+ const IndexType storageSize = this->getStorageSize();
+ const IndexType alignedSize = this->alignedSize;
+ auto l = [=] __cuda_callable__ ( const IndexType i, Args... args ) mutable {
+ const IndexType begin = i;
+ const IndexType end = storageSize;
+ RealType aux( zero );
+ for( IndexType j = begin; j < end; j += alignedSize )
+ reduction( aux, fetch( i, j, args... ) );
+ keeper( i, aux );
+ };
+ Algorithms::ParallelFor< Device >::exec( first, last, l, args... );
+ }
+}
+
+template< typename Device,
+ typename Index,
+ bool RowMajorOrder,
+ int SliceSize >
+ template< typename Fetch, typename Reduction, typename ResultKeeper, typename Real, typename... Args >
+void
+SlicedEllpack< Device, Index, RowMajorOrder, SliceSize >::
+allReduction( Fetch& fetch, Reduction& reduction, ResultKeeper& keeper, const Real& zero, Args... args ) const
+{
+ this->segmentsReduction( 0, this->getSize(), fetch, reduction, keeper, zero, args... );
+}
+
+template< typename Device,
+ typename Index,
+ bool RowMajorOrder,
+ int SliceSize >
+void
+SlicedEllpack< Device, Index, RowMajorOrder, SliceSize >::
+save( File& file ) const
+{
+ file.save( &segmentSize );
+ file.save( &size );
+ file.save( &alignedSize );
+}
+
+template< typename Device,
+ typename Index,
+ bool RowMajorOrder,
+ int SliceSize >
+void
+SlicedEllpack< Device, Index, RowMajorOrder, SliceSize >::
+load( File& file )
+{
+ file.load( &segmentSize );
+ file.load( &size );
+ file.load( &alignedSize );
+}
+
+ } // namespace Segments
+ } // namespace Conatiners
+} // namespace TNL
diff --git a/src/UnitTests/Matrices/SparseMatrixTest_CSR_segments.h b/src/UnitTests/Matrices/SparseMatrixTest_CSR_segments.h
index b533584699..bf4e452fa1 100644
--- a/src/UnitTests/Matrices/SparseMatrixTest_CSR_segments.h
+++ b/src/UnitTests/Matrices/SparseMatrixTest_CSR_segments.h
@@ -1,5 +1,5 @@
/***************************************************************************
- SparseMatrixTest_CSR.h - description
+ SparseMatrixTest_CSR_segments.h - description
-------------------
begin : Dec 2, 2019
copyright : (C) 2019 by Tomas Oberhuber et al.
diff --git a/src/UnitTests/Matrices/SparseMatrixTest_Ellpack_segments.h b/src/UnitTests/Matrices/SparseMatrixTest_Ellpack_segments.h
index c54aab9486..edfe0bc283 100644
--- a/src/UnitTests/Matrices/SparseMatrixTest_Ellpack_segments.h
+++ b/src/UnitTests/Matrices/SparseMatrixTest_Ellpack_segments.h
@@ -1,5 +1,5 @@
/***************************************************************************
- SparseMatrixTest_Ellpack.h - description
+ SparseMatrixTest_Ellpack_segments.h - description
-------------------
begin : Dec 3, 2019
copyright : (C) 2019 by Tomas Oberhuber et al.
diff --git a/src/UnitTests/Matrices/SparseMatrixTest_SlicedEllpack_segments.cpp b/src/UnitTests/Matrices/SparseMatrixTest_SlicedEllpack_segments.cpp
new file mode 100644
index 0000000000..a88301100d
--- /dev/null
+++ b/src/UnitTests/Matrices/SparseMatrixTest_SlicedEllpack_segments.cpp
@@ -0,0 +1 @@
+#include "SparseMatrixTest_SlicedEllpack_segments.h"
diff --git a/src/UnitTests/Matrices/SparseMatrixTest_SlicedEllpack_segments.cu b/src/UnitTests/Matrices/SparseMatrixTest_SlicedEllpack_segments.cu
new file mode 100644
index 0000000000..a88301100d
--- /dev/null
+++ b/src/UnitTests/Matrices/SparseMatrixTest_SlicedEllpack_segments.cu
@@ -0,0 +1 @@
+#include "SparseMatrixTest_SlicedEllpack_segments.h"
diff --git a/src/UnitTests/Matrices/SparseMatrixTest_SlicedEllpack_segments.h b/src/UnitTests/Matrices/SparseMatrixTest_SlicedEllpack_segments.h
new file mode 100644
index 0000000000..8d17b8be7a
--- /dev/null
+++ b/src/UnitTests/Matrices/SparseMatrixTest_SlicedEllpack_segments.h
@@ -0,0 +1,152 @@
+/***************************************************************************
+ SparseMatrixTest_SlicedEllpack.h - description
+ -------------------
+ begin : Dec 3, 2019
+ copyright : (C) 2019 by Tomas Oberhuber et al.
+ email : tomas.oberhuber@fjfi.cvut.cz
+ ***************************************************************************/
+
+/* See Copyright Notice in tnl/Copyright */
+
+#include <TNL/Containers/Segments/SlicedEllpack.h>
+#include <TNL/Matrices/SparseMatrix.h>
+
+
+#include "SparseMatrixTest.hpp"
+#include <iostream>
+
+#ifdef HAVE_GTEST
+#include <gtest/gtest.h>
+
+// test fixture for typed tests
+template< typename Matrix >
+class SlicedEllpackMatrixTest : public ::testing::Test
+{
+protected:
+ using SlicedEllpackMatrixType = Matrix;
+};
+
+////
+// Row-major format is used for the host system
+template< typename Device, typename Index >
+using RowMajorSlicedEllpack = TNL::Containers::Segments::SlicedEllpack< Device, Index, true, 32 >;
+
+
+////
+// Column-major format is used for GPUs
+template< typename Device, typename Index >
+using ColumnMajorSlicedEllpack = TNL::Containers::Segments::SlicedEllpack< Device, Index, false, 32 >;
+
+// types for which MatrixTest is instantiated
+using SlicedEllpackMatrixTypes = ::testing::Types
+<
+ TNL::Matrices::SparseMatrix< int, RowMajorSlicedEllpack, TNL::Devices::Host, short >,
+ TNL::Matrices::SparseMatrix< long, RowMajorSlicedEllpack, TNL::Devices::Host, short >,
+ TNL::Matrices::SparseMatrix< float, RowMajorSlicedEllpack, TNL::Devices::Host, short >,
+ TNL::Matrices::SparseMatrix< double, RowMajorSlicedEllpack, TNL::Devices::Host, short >,
+ TNL::Matrices::SparseMatrix< int, RowMajorSlicedEllpack, TNL::Devices::Host, int >,
+ TNL::Matrices::SparseMatrix< long, RowMajorSlicedEllpack, TNL::Devices::Host, int >,
+ TNL::Matrices::SparseMatrix< float, RowMajorSlicedEllpack, TNL::Devices::Host, int >,
+ TNL::Matrices::SparseMatrix< double, RowMajorSlicedEllpack, TNL::Devices::Host, int >,
+ TNL::Matrices::SparseMatrix< int, RowMajorSlicedEllpack, TNL::Devices::Host, long >,
+ TNL::Matrices::SparseMatrix< long, RowMajorSlicedEllpack, TNL::Devices::Host, long >,
+ TNL::Matrices::SparseMatrix< float, RowMajorSlicedEllpack, TNL::Devices::Host, long >,
+ TNL::Matrices::SparseMatrix< double, RowMajorSlicedEllpack, TNL::Devices::Host, long >
+#ifdef HAVE_CUDA
+ ,TNL::Matrices::SparseMatrix< int, ColumnMajorSlicedEllpack, TNL::Devices::Cuda, short >,
+ TNL::Matrices::SparseMatrix< long, ColumnMajorSlicedEllpack, TNL::Devices::Cuda, short >,
+ TNL::Matrices::SparseMatrix< float, ColumnMajorSlicedEllpack, TNL::Devices::Cuda, short >,
+ TNL::Matrices::SparseMatrix< double, ColumnMajorSlicedEllpack, TNL::Devices::Cuda, short >,
+ TNL::Matrices::SparseMatrix< int, ColumnMajorSlicedEllpack, TNL::Devices::Cuda, int >,
+ TNL::Matrices::SparseMatrix< long, ColumnMajorSlicedEllpack, TNL::Devices::Cuda, int >,
+ TNL::Matrices::SparseMatrix< float, ColumnMajorSlicedEllpack, TNL::Devices::Cuda, int >,
+ TNL::Matrices::SparseMatrix< double, ColumnMajorSlicedEllpack, TNL::Devices::Cuda, int >,
+ TNL::Matrices::SparseMatrix< int, ColumnMajorSlicedEllpack, TNL::Devices::Cuda, long >,
+ TNL::Matrices::SparseMatrix< long, ColumnMajorSlicedEllpack, TNL::Devices::Cuda, long >,
+ TNL::Matrices::SparseMatrix< float, ColumnMajorSlicedEllpack, TNL::Devices::Cuda, long >,
+ TNL::Matrices::SparseMatrix< double, ColumnMajorSlicedEllpack, TNL::Devices::Cuda, long >
+#endif
+>;
+
+TYPED_TEST_SUITE( SlicedEllpackMatrixTest, SlicedEllpackMatrixTypes);
+
+TYPED_TEST( SlicedEllpackMatrixTest, setDimensionsTest )
+{
+ using SlicedEllpackMatrixType = typename TestFixture::SlicedEllpackMatrixType;
+
+ test_SetDimensions< SlicedEllpackMatrixType >();
+}
+
+//TYPED_TEST( SlicedEllpackMatrixTest, setCompressedRowLengthsTest )
+//{
+//// using SlicedEllpackMatrixType = typename TestFixture::SlicedEllpackMatrixType;
+//
+//// test_SetCompressedRowLengths< SlicedEllpackMatrixType >();
+//
+// bool testRan = false;
+// EXPECT_TRUE( testRan );
+// std::cout << "\nTEST DID NOT RUN. NOT WORKING.\n\n";
+// std::cout << " This test is dependent on the input format. \n";
+// std::cout << " Almost every format allocates elements per row differently.\n\n";
+// std::cout << "\n TODO: Finish implementation of getNonZeroRowLength (Only non-zero elements, not the number of allocated elements.)\n\n";
+//}
+
+TYPED_TEST( SlicedEllpackMatrixTest, setLikeTest )
+{
+ using SlicedEllpackMatrixType = typename TestFixture::SlicedEllpackMatrixType;
+
+ test_SetLike< SlicedEllpackMatrixType, SlicedEllpackMatrixType >();
+}
+
+TYPED_TEST( SlicedEllpackMatrixTest, resetTest )
+{
+ using SlicedEllpackMatrixType = typename TestFixture::SlicedEllpackMatrixType;
+
+ test_Reset< SlicedEllpackMatrixType >();
+}
+
+TYPED_TEST( SlicedEllpackMatrixTest, setElementTest )
+{
+ using SlicedEllpackMatrixType = typename TestFixture::SlicedEllpackMatrixType;
+
+ test_SetElement< SlicedEllpackMatrixType >();
+}
+
+TYPED_TEST( SlicedEllpackMatrixTest, addElementTest )
+{
+ using SlicedEllpackMatrixType = typename TestFixture::SlicedEllpackMatrixType;
+
+ test_AddElement< SlicedEllpackMatrixType >();
+}
+
+TYPED_TEST( SlicedEllpackMatrixTest, setRowTest )
+{
+ using SlicedEllpackMatrixType = typename TestFixture::SlicedEllpackMatrixType;
+
+ test_SetRow< SlicedEllpackMatrixType >();
+}
+
+TYPED_TEST( SlicedEllpackMatrixTest, vectorProductTest )
+{
+ using SlicedEllpackMatrixType = typename TestFixture::SlicedEllpackMatrixType;
+
+ test_VectorProduct< SlicedEllpackMatrixType >();
+}
+
+TYPED_TEST( SlicedEllpackMatrixTest, saveAndLoadTest )
+{
+ using SlicedEllpackMatrixType = typename TestFixture::SlicedEllpackMatrixType;
+
+ test_SaveAndLoad< SlicedEllpackMatrixType >( "test_SparseMatrixTest_SlicedEllpack_segments" );
+}
+
+TYPED_TEST( SlicedEllpackMatrixTest, printTest )
+{
+ using SlicedEllpackMatrixType = typename TestFixture::SlicedEllpackMatrixType;
+
+ test_Print< SlicedEllpackMatrixType >();
+}
+
+#endif
+
+#include "../main.h"
--
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