First draft of Mesh::GetEdgeTransformation for discontinuous node representations

Fix an issue with the out-of-source build [out-of-source-build-fix]

.appveyor.yml

@@ -43,7 +43,9 @@ before_build:
 build_script:
 - cmake --build build_parallel
 - cmake --build build_serial
+- cmake --build build_serial --target exec
 
 after_build:
 # - cmake --build build_parallel --target check
-- cmake --build build_serial --target check
+- cmake --build build_serial --target RUN_TESTS
+

.gitignore

@@ -82,9 +82,9 @@ examples/ex20.dat
 examples/ex20p_?????.dat
 examples/gnuplot_ex20.inp
 examples/gnuplot_ex20p.inp
-examples/ex22*.mesh
-examples/ex22*.sol
-examples/ex22p_*.*
+examples/ex21*.mesh
+examples/ex21*.sol
+examples/ex21p_*.*
 
 examples/sundials/ex9
 examples/sundials/ex1[06]
@@ -183,3 +183,6 @@ miniapps/nurbs/Example1*
 # Unit test binary and outputs
 tests/unit/output_meshes
 tests/unit/unit_tests
+
+# VPATH builds
+build-*/*

.travis.yml

@@ -205,6 +205,7 @@ install:
         else
             echo "Reusing cached hypre-2.10.0b/";
         fi;
+        ln -s hypre-2.10.0b hypre;
      else
         echo "Serial build, not using hypre";
      fi

CHANGELOG

@@ -8,23 +8,14 @@
                                http://mfem.org
 
 
-Version 4.0-RC1, Apr 11, 2019
-=============================
+Version 4.0.1 (development)
+===========================
 
-Requirements and Limitations
-----------------------------
-- This is a release candidate for mfem-4.0.
-- Use at your own risk -- not everything will work, the API may change.
-- We are looking for feedback from friendly users.
-- Unlike previous MFEM releases, this version requires a C++11 compiler.
 
-- GPU-related limitations:
-  * NVCC is not supported in the CMake build system yet.
-  * Element batching is currently ignored.
-  * Full-assembly (on device), element assembly, and matrix-free bilinear forms
-    are not supported yet.
-  * FunctionCoefficients do not currently work on GPUs.
-  * Partial assembly kernels are not implemented yet for simplices.
+Version 4.0, released on May 24, 2019
+=====================================
+
+Unlike previous MFEM releases, this version requires a C++11 compiler.
 
 GPU support
 -----------
@@ -35,7 +26,7 @@ GPU support
   seamlessly with a new lightweight device/host memory manager. The kernels can
   be implemented either in OCCA, or as a simple wrapper around for-loops, which
   can then be dispatched to RAJA and native backends. See the files forall.hpp
-  and mem_manager.hpp in the general/ directory.
+  and mem_manager.hpp in the general/ directory for more details.
 
 - Several of the MFEM example codes (ex1, ex1p, ex6, and ex6p) can now take
   advantage of GPU acceleration with the backend selectable at runtime. Many of
@@ -43,26 +34,44 @@ GPU support
   bilinear forms) have been extended to take advantage of kernel acceleration by
   simply replacing loops with the MFEM_FORALL() macro.
 
-- In addition to pure CUDA, the library currently supports OCCA, RAJA and OpenMP
-  kernels, which could be mixed and matched in different parts of the same
-  application. We plan on adding support for more programming models and devices
-  in the future, without the need for significant modifications in user code.
-  The list of current backends is: "occa-cuda", "raja-cuda", "cuda", "occa-omp",
-  "raja-omp", "omp", "occa-cpu", "raja-cpu", and "cpu".
+- In addition to native CUDA kernels, the library currently supports OCCA, RAJA
+  and OpenMP kernels, which could be mixed and matched in different parts of the
+  same application. We plan on adding support for more programming models and
+  devices in the future, without the need for significant modifications in user
+  code. The list of current backends is: "occa-cuda", "raja-cuda", "cuda",
+  "occa-omp", "raja-omp", "omp", "occa-cpu", "raja-cpu", and "cpu".
+
+- GPU-related limitations:
+  * Hypre preconditioners are not yet available in GPU mode, and in particular
+    hypre must be built in CPU mode.
+  * Only constant coefficients are currently supported on GPUs.
+  * Optimized element assembly, and matrix-free bilinear forms are not
+    implemented yet. Element batching is currently ignored.
+  * In device mode, full assembly is performed on the host (but the matvec
+    action is performed on the device).
+  * Partial assembly kernels are not implemented yet for simplices.
 
 Discretization improvements
 ---------------------------
+
+- Partial assembled finite element operators are now available in the core
+  library, based on the new classes PABilinearFormExtension, ElementRestriction,
+  DofToQuad and GeometricFactors (associated with the classes BilinearForm,
+  FiniteElementSpace, FiniteElement and Mesh, respectively). The kernels for
+  partial assembled Setup/Assembly and Action/Mult are implemented in the
+  BilinearFormIntegrator methods AssemblePA and AddMultPA.
+
 - Added support for a general "low-order refined"-to-"high-order" transfer of
   GridFunction data from a "low-order refined" (LOR) space defined on a refined
   mesh to a "high-order" (HO) finite element space defined on a coarse mesh. See
   the new classes InterpolationGridTransfer and L2ProjectionGridTransfer and the
   new LOR Transfer miniapp: miniapps/tools/lor-transfer.cpp.
 
-- Added support for derefinement of vector (RT + ND) spaces.
-
 - Added element flux, and flux energy computation in class ElasticityIntegrator,
   allowing for the use of Zienkiewicz-Zhu type error estimators with the
-  integrator. For an illustration of this addition, see the new Example 22.
+  integrator. For an illustration of this addition, see the new Example 21.
+
+- Added support for derefinement of vector (RT + ND) spaces.
 
 - Added a variety of coefficients which are sums or products of existing
   coefficients as well as grid function coefficients which return the
@@ -74,13 +83,13 @@ Support for wedge elements and meshes with mixed element types
   type PRISM) which have two triangular faces and three quadrilateral faces.
   Several examples of such meshes can be found in the data/ directory.
 
-- Added H1 and L2 finite elements of arbitrary order for Wedge elements.
-
 - Added support for mixed meshes containing triangles and quadrilaterals in 2D
   or tetrahedra, wedges, and hexahedra in 3D. This includes support for uniform
   refinement of such meshes. Several examples of such meshes can be found in the
   data/ directory.
 
+- Added H1 and L2 finite elements of arbitrary order for Wedge elements.
+
 - Added support for reading and writing linear and quadratic meshes containing
   wedge elements in VTK mesh format. Several examples of such meshes can be
   found in the data/ directory.
@@ -101,6 +110,10 @@ Other meshing improvements
   This guarantees that the shape regularity of the elements will be preserved
   under refinement.
 
+- The TMOP mesh optimization algorithms were extended to support user-defined
+  space-dependent limiting terms. Improved the TMOP objective functions by more
+  accurate normalization of the different terms.
+
 - Added support for parallel communication groups on non-conforming meshes.
 
 - Improved parallel partitioning of non-conforming meshes. If the coarse mesh
@@ -114,10 +127,6 @@ Other meshing improvements
 - Added support for reading linear and quadratic 2D quadrilateral and triangular
   Cubit meshes.
 
-- The TMOP mesh optimization algorithms were extended to support user-defined
-  space-dependent limiting terms. Improved the TMOP objective functions by more
-  accurate normalization of the different terms.
-
 New and updated examples and miniapps
 -------------------------------------
 - Added a new meshing miniapp, Toroid, which can produce a variety of torus
@@ -133,7 +142,7 @@ New and updated examples and miniapps
   from a Hamiltonian. The example demonstrates the use of the variable order,
   symplectic integration algorithm implemented in class SIAVSolver.
 
-- Added a new example, Example 22/22p, that illustrates the use of AMR to solve
+- Added a new example, Example 21/21p, that illustrates the use of AMR to solve
   a linear elasticity problem. This is an extension of Example 2/2p.
 
 New and improved solvers and preconditioners
@@ -145,17 +154,24 @@ New and improved solvers and preconditioners
 
 Miscellaneous
 -------------
-- Added unit tests based on the Catch++ library.
+- Added unit tests based on the Catch++ library in the test/ directory.
 
 - Renamed the option MFEM_USE_OPENMP to MFEM_USE_LEGACY_OPENMP. This legacy
   option is deprecated and planned for removal in a future release. The original
   option name, MFEM_USE_OPENMP, is now used to enable the new OpenMP backends in
   the new kernels.
 
+- In SparseMatrix added the option to perform MultTranspose() by matvec with
+  computed and stored transpose matrix. This is required for deterministic
+  results when using devices such as CUDA and OpenMP.
+
 - Altered the way FGMRES counts its iterations so that it matches GMRES.
 
 - Various other simplifications, extensions, and bugfixes in the code.
 
+- Construct abstract parallel rectangular truedof-to-truedof operators via
+  Operator::FormDiscreteOperator().
+
 API changes
 -----------
 - In multiple places, use Geometry::Type instead of int, where appropriate.

CMakeLists.txt

@@ -50,7 +50,7 @@ project(mfem NONE)
 # Current version of MFEM, see also `makefile`.
 #   mfem_VERSION = (string)
 #   MFEM_VERSION = (int)   [automatically derived from mfem_VERSION]
-set(${PROJECT_NAME}_VERSION 3.4.1)
+set(${PROJECT_NAME}_VERSION 4.0.1)
 
 # Prohibit in-source build
 if (${PROJECT_SOURCE_DIR} STREQUAL ${PROJECT_BINARY_DIR})
@@ -86,6 +86,13 @@ include("${CMAKE_CURRENT_SOURCE_DIR}/config/XSDKDefaults.cmake")
 
 # Enable languages.
 enable_language(CXX)
+if (MFEM_USE_CUDA)
+   # MFEM_USE_CUDA requires CMake 3.8 or newer (for direct CUDA support)
+   cmake_minimum_required(VERSION 3.8 FATAL_ERROR)
+   enable_language(CUDA)
+   message(STATUS "Using CUDA architecture: ${CUDA_ARCH}")
+endif()
+
 if (XSDK_ENABLE_C)
    enable_language(C)
 endif()
@@ -266,6 +273,31 @@ if (MFEM_USE_PUMI)
   endif()
 endif()
 
+# CUDA
+if (MFEM_USE_CUDA)
+   set(CMAKE_CUDA_STANDARD 11)
+   set(CMAKE_CUDA_STANDARD_REQUIRED ON)
+   set(CMAKE_CUDA_EXTENSIONS OFF)
+   set(CMAKE_CUDA_FLAGS "-arch=${CUDA_ARCH} --expt-extended-lambda"
+       CACHE STRING "CUDA flags set for MFEM" FORCE)
+   if (MFEM_USE_MPI)
+      set(CUDA_CCBIN_COMPILER ${MPI_CXX_COMPILER})
+   else()
+      set(CUDA_CCBIN_COMPILER ${CMAKE_CXX_COMPILER})
+   endif()
+   string(APPEND CMAKE_CUDA_FLAGS " -ccbin ${CUDA_CCBIN_COMPILER}")
+endif()
+
+# OCCA
+if (MFEM_USE_OCCA)
+   find_package(OCCA REQUIRED)
+endif()
+
+# RAJA
+if (MFEM_USE_RAJA)
+   find_package(RAJA REQUIRED)
+endif()
+
 # MFEM_TIMER_TYPE
 if (NOT DEFINED MFEM_TIMER_TYPE)
   if (APPLE)
@@ -291,7 +323,7 @@ endif()
 #    be before SuiteSparse.
 set(MFEM_TPLS MPI_CXX OPENMP BLAS LAPACK METIS HYPRE SuiteSparse SUNDIALS PETSC
     MESQUITE SuperLUDist STRUMPACK AXOM CONDUIT GECKO GNUTLS NETCDF MPFR PUMI
-    POSIXCLOCKS MFEMBacktrace ZLIB)
+    POSIXCLOCKS MFEMBacktrace ZLIB OCCA RAJA)
 # Add all *_FOUND libraries in the variable TPL_LIBRARIES.
 set(TPL_LIBRARIES "")
 set(TPL_INCLUDE_DIRS "")
@@ -327,6 +359,13 @@ set(MFEM_SOURCE_DIRS general linalg mesh fem)
 foreach(DIR IN LISTS MFEM_SOURCE_DIRS)
   add_subdirectory(${DIR})
 endforeach()
+
+if (MFEM_USE_CUDA)
+   foreach(file IN LISTS SOURCES)
+      set_property(SOURCE ${file} PROPERTY LANGUAGE CUDA)
+   endforeach()
+endif()
+
 add_subdirectory(config)
 set(MASTER_HEADERS
   ${PROJECT_SOURCE_DIR}/mfem.hpp
@@ -337,6 +376,11 @@ set(CMAKE_INSTALL_RPATH_USE_LINK_PATH ON CACHE BOOL "")
 set(CMAKE_INSTALL_RPATH "${_lib_path}" CACHE PATH "")
 set(CMAKE_INSTALL_NAME_DIR "${_lib_path}" CACHE PATH "")
 
+set(MFEM_SOURCE_DIR ${CMAKE_CURRENT_SOURCE_DIR} CACHE PATH
+    "The MFEM source directory" FORCE)
+set(MFEM_INSTALL_DIR ${CMAKE_INSTALL_PREFIX} CACHE PATH
+    "The MFEM install directory" FORCE)
+
 # Declaring the library
 add_library(mfem ${SOURCES} ${HEADERS} ${MASTER_HEADERS})
 # message(STATUS "TPL_LIBRARIES = ${TPL_LIBRARIES}")
@@ -351,11 +395,11 @@ endif()
 set_target_properties(mfem PROPERTIES VERSION "${mfem_VERSION}")
 set_target_properties(mfem PROPERTIES SOVERSION "${mfem_VERSION}")
 
-# If building out-of-source, define MFEM_BUILD_DIR to point to the build
-# directory.
+# If building out-of-source, define MFEM_CONFIG_FILE to point to the config file
+# inside the build directory.
 if (NOT ("${PROJECT_SOURCE_DIR}" STREQUAL "${PROJECT_BINARY_DIR}"))
   target_compile_definitions(mfem PRIVATE
-    "MFEM_BUILD_DIR=${PROJECT_BINARY_DIR}")
+    "MFEM_CONFIG_FILE=\"${PROJECT_BINARY_DIR}/config/_config.hpp\"")
 endif()
 
 # Generate configuration file in the build directory: config/_config.hpp.
@@ -371,7 +415,7 @@ if (NOT ("${PROJECT_SOURCE_DIR}" STREQUAL "${PROJECT_BINARY_DIR}"))
       "Writing substitute header --> \"${Header}\"")
     file(WRITE "${PROJECT_BINARY_DIR}/${Header}"
 "// Auto-generated file.
-#define MFEM_BUILD_DIR ${PROJECT_BINARY_DIR}
+#define MFEM_CONFIG_FILE \"${PROJECT_BINARY_DIR}/config/_config.hpp\"
 #include \"${PROJECT_SOURCE_DIR}/${Header}\"
 ")
     # This version will be installed in the top include directory:
@@ -434,12 +478,12 @@ endif()
 # Add 'check' target - quick test
 if (NOT MFEM_USE_MPI)
   add_custom_target(check
-    ${CMAKE_CTEST_COMMAND} -R '^ex1_ser' -C ${CMAKE_CFG_INTDIR}
+    ${CMAKE_CTEST_COMMAND} -R \"^ex1_ser\" -C ${CMAKE_CFG_INTDIR}
     USES_TERMINAL)
   add_dependencies(check ex1)
 else()
   add_custom_target(check
-    ${CMAKE_CTEST_COMMAND} -R '^ex1p' -C ${CMAKE_CFG_INTDIR}
+    ${CMAKE_CTEST_COMMAND} -R \"^ex1p\" -C ${CMAKE_CFG_INTDIR}
     USES_TERMINAL)
   add_dependencies(check ex1p)
 endif()
@@ -484,6 +528,13 @@ install(DIRECTORY ${MFEM_SOURCE_DIRS}
   DESTINATION ${INSTALL_INCLUDE_DIR}/mfem
   FILES_MATCHING PATTERN "*.hpp")
 
+# Install the okl files
+if (MFEM_USE_OCCA)
+  install(DIRECTORY ${MFEM_SOURCE_DIRS}
+    DESTINATION ${INSTALL_INCLUDE_DIR}/mfem
+    FILES_MATCHING PATTERN "*.okl")
+endif()
+
 # Install ${HEADERS}
 # ---
 # foreach (HDR ${HEADERS})

CONTRIBUTING.md

@@ -142,6 +142,16 @@ Origin](#developers-certificate-of-origin-11) at the end of this file.*
   + [`HypreParMatrix`](http://mfem.github.io/doxygen/html/classmfem_1_1HypreParMatrix.html) and [`HypreParVector`](http://mfem.github.io/doxygen/html/classmfem_1_1HypreParVector.html)
   + [`HypreSolver`](http://mfem.github.io/doxygen/html/classmfem_1_1HypreSolver.html) and other [hypre classes](http://mfem.github.io/doxygen/html/hypre_8hpp.html)
 
+- GPU and multi-core CPU support is based on device kernels supporting different
+  backends (CUDA, OCCA, RAJA, OpenMP, etc.) and an internal lightweight
+  device/host memory manager.
+
+- The main device-relevant classes and sources are:
+  + [`Device`](http://mfem.github.io/doxygen/html/device_8hpp.html)
+  + [`MemoryManager`](http://mfem.github.io/doxygen/html/mem_manager_8hpp.html)
+  + the [`MFEM_FORALL`](http://mfem.github.io/doxygen/html/forall_8hpp.html) macro
+  + the [`cuda.hpp`](http://mfem.github.io/doxygen/html/cuda_8hpp.html) and [`occa.hpp`](http://mfem.github.io/doxygen/html/occa_8hpp.html) files
+
 - The `general/` directory contains C++ classes that serve as utilities for
   communication, error handling, arrays, (Boolean) tables, timing, etc.
 

INSTALL

@@ -13,11 +13,17 @@ of MFEM is a (modern) C++ compiler, such as g++. The parallel version of MFEM
 requires an MPI C++ compiler, as well as the following external libraries:
 
 - hypre (a library of high-performance preconditioners)
-  http://www.llnl.gov/CASC/hypre
+  https://github.com/hypre-space/hypre
 
 - METIS (a family of multilevel partitioning algorithms)
   http://glaros.dtc.umn.edu/gkhome/metis/metis/overview
 
+The hypre dependency can be downloaded as a tarball from GitHub or from the
+project webpage https://www.llnl.gov/casc/hypre. For example, the 2.16.0 release
+of hypre is available at
+
+   https://github.com/hypre-space/hypre/archive/v2.16.0.tar.gz
+
 The METIS dependency can be disabled but that is not generally recommended, see
 the option MFEM_USE_METIS.
 
@@ -48,7 +54,7 @@ following package managers:
 
 - Spack, https://github.com/spack/spack
 - OpenHPC, http://openhpc.community
-- Homebrew/Science, https://github.com/Homebrew/homebrew-science
+- Homebrew/Science, https://github.com/Homebrew/homebrew-science (deprecated)
 
 We also recommend downloading and building the MFEM-based GLVis visualization
 tool which can be used to visualize the meshes and solution in MFEM's examples
@@ -60,9 +66,9 @@ Serial build:
    make serial -j 4
 
 Parallel build:
-   (download hypre 2.10.0b and METIS 4 from above URLs)
+   (download hypre and METIS 4 from above URLs)
    (build METIS 4 in ../metis-4.0 relative to mfem/)
-   (build hypre 2.10.0b in ../hypre-2.10.0b relative to mfem/)
+   (build hypre in ../hypre relative to mfem/)
    make parallel -j 4
 
 CUDA build:
@@ -87,13 +93,19 @@ Serial build:
    make -j 4   (assuming "UNIX Makefiles" generator)
 
 Parallel build:
-   (download hypre 2.10.0b and METIS 4 from above URLs)
+   (download hypre and METIS 4 from above URLs)
    (build METIS 4 in ../metis-4.0 relative to mfem/)
-   (build hypre 2.10.0b in ../hypre-2.10.0b relative to mfem/)
+   (build hypre in ../hypre relative to mfem/)
    mkdir <mfem-build-dir> ; cd <mfem-build-dir>
    cmake <mfem-source-dir> -DMFEM_USE_MPI=YES
    make -j 4
 
+CUDA build:
+   (this build requires CMake 3.8 or newer)
+   mkdir <mfem-build-dir> ; cd <mfem-build-dir>
+   cmake <mfem-source-dir> -DMFEM_USE_CUDA=YES
+   make -j 4
+
 Example codes (serial/parallel, depending on the build):
    make examples -j 4
 
@@ -278,6 +290,7 @@ MFEM_THREAD_SAFE = YES/NO
 
 MFEM_USE_LEGACY_OPENMP = YES/NO
    Enable (basic) experimental OpenMP support. Requires MFEM_THREAD_SAFE.
+   This option is deprecated.
 
 MFEM_USE_OPENMP = YES/NO
    Enable the OpenMP backend.
@@ -391,28 +404,25 @@ MFEM_USE_PUMI = YES/NO
    models and effectively supports automated adaptive analysis. PUMI enables
    support for parallel unstructured mesh modifications in MFEM.
 
-MFEM_USE_MM = YES/NO
-   Enables support for the MFEM's memory manager (MM), which is required to
-   support devices with different memory spaces.
-
 MFEM_USE_CUDA = YES/NO
    Enables support for CUDA devices in MFEM. CUDA is a parallel computing
    platform and programming model for general computing on graphical processing
-   units (GPUs). This option requires MFEM_USE_MM. The variable CUDA_ARCH is
-   used to specify the CUDA compute capability used during compilation (by
-   default, CUDA_ARCH=sm_60). When enabled, this option uses the CUDA_* build
-   options, see below.
+   units (GPUs). The variable CUDA_ARCH is used to specify the CUDA compute
+   capability used during compilation (by default, CUDA_ARCH=sm_60). When
+   enabled, this option uses the CUDA_* build options, see below.
 
 MFEM_USE_RAJA = YES/NO
    Enable support for the RAJA performance portability layer in MFEM. RAJA
    provides a portable abstraction for loops, supporting different programming
-   model backends. When using the RAJA CUDA backend, MFEM_USE_MM is required.
+   model backends. When using RAJA built with CUDA support, CUDA support must be
+   also enabled in MFEM, i.e. MFEM_USE_CUDA=YES must be set.
 
 MFEM_USE_OCCA = YES/NO
    Enables support for the OCCA library in MFEM. OCCA is an open-source library
    which aims to make it easy to program different types of devices (e.g. CPU,
    GPU, FPGA) by providing an unified API for interacting with JIT-compiled
-   backends. When using the OCCA CUDA backend, MFEM_USE_MM is required.
+   backends. In order to use the OCCA CUDA backend, CUDA support must be enabled
+   in MFEM as well, i.e. MFEM_USE_CUDA=YES must be set.
 
 MFEM_BUILD_TAG = (any value)
    An optional tag to characterize the build. Exported to config/config.mk.
@@ -435,7 +445,7 @@ directory and use the string @MFEM_DIR@, e.g. HYPRE_OPT = -I@MFEM_DIR@/../hypre.
 The specific libraries and their options are:
 
 - HYPRE, required for the parallel build, i.e. when MFEM_USE_MPI = YES.
-  URL: http://www.llnl.gov/CASC/hypre
+  URL: https://github.com/hypre-space/hypre and https://www.llnl.gov/casc/hypre
   Options: HYPRE_OPT, HYPRE_LIB.
 
 - METIS, used when MFEM_USE_METIS = YES. If using METIS 5, set
@@ -645,6 +655,8 @@ Configuration variables (CMake)
 ===============================
 See the configuration file config/defaults.cmake for the default settings.
 
+Note: the option MFEM_USE_CUDA requires CMake version 3.8 or newer!
+
 Non-standard CMake variables for compilers:
    CXX    - If set, overwrite the auto-detected C++ compiler, serial build
    MPICXX - If set, overwrite the auto-detected MPI C++ compiler, parallel build
@@ -675,13 +687,9 @@ MFEM_USE_NETCDF
 MFEM_USE_MPFR
 MFEM_USE_GZSTREAM
 MFEM_USE_PUMI
-
-The following GNU make options are not supported with CMake yet:
-
 MFEM_USE_CUDA
 MFEM_USE_OCCA
 MFEM_USE_RAJA
-MFEM_USE_MM
 
 The following options are CMake specific:
 
@@ -728,6 +736,8 @@ The CMake build system adds auto-detection for the following packages/libraries:
  - LIBUNWIND
  - POSIXCLOCKS
  - PUMI
+ - OCCA
+ - RAJA
 
 The following built-in CMake packages are also used:
 

README

@@ -8,9 +8,9 @@
                                http://mfem.org
 
 MFEM is a modular parallel C++ library for finite element methods. Its goal is
-to enable the research and development of scalable finite element discretization
-and solver algorithms through general finite element abstractions, accurate and
-flexible visualization, and tight integration with the hypre library.
+to enable high-performance scalable finite element discretization research and
+application development on a wide variety of platforms, ranging from laptops to
+supercomputers.
 
 * For building instructions, see the file INSTALL, or type "make help".
 
@@ -39,23 +39,24 @@ conforming and non-conforming (AMR) adaptive refinement. Arbitrary element
 transformations, allowing for high-order mesh elements with curved boundaries,
 are also supported.
 
-MFEM is commonly used as a "finite element to linear algebra translator", since
-it can take a problem described in terms of finite element-type objects, and
-produce the corresponding linear algebra vectors and sparse matrices. In order
-to facilitate this, MFEM uses compressed sparse row (CSR) sparse matrix storage
-and includes simple smoothers and Krylov solvers, such as PCG, MINRES and GMRES,
-as well as support for sequential sparse direct solvers from the SuiteSparse
+When used as a "finite element to linear algebra translator", MFEM can take a
+problem described in terms of finite element-type objects, and produce the
+corresponding linear algebra vectors and fully or partially assembled operators,
+e.g. in the form of global sparse matrices or matrix-free operators. The library
+includes simple smoothers and Krylov solvers, such as PCG, MINRES and GMRES, as
+well as support for sequential sparse direct solvers from the SuiteSparse
 library. Nonlinear solvers (the Newton method), eigensolvers (LOBPCG), and
 several explicit and implicit Runge-Kutta time integrators are also available.
 
 MFEM supports MPI-based parallelism throughout the library, and can readily be
-used as a scalable unstructured finite element problem generator. MFEM-based
-applications require minimal changes to transition from a serial to a
-high-performing parallel version of the code, where they can take advantage of
-the integrated scalable linear solvers from the hypre library. Comprehensive
-support for other external packages, e.g. PETSc and SUNDIALS is also included,
-giving access to many additional linear and nonlinear solvers, preconditioners,
-time integrators, etc.
+used as a scalable unstructured finite element problem generator. As of version
+4.0, MFEM offers initial support for GPU acceleration, and programming models,
+such as CUDA, OCCA, RAJA and OpenMP. MFEM-based applications require minimal
+changes to switch from a serial to a high-performing MPI-parallel version of the
+code, where they can take advantage of the integrated linear solvers from the
+hypre library.  Comprehensive support for other external packages, e.g. PETSc
+and SUNDIALS is also included, giving access to many additional linear and
+nonlinear solvers, preconditioners, time integrators, etc.
 
 For examples of using MFEM, see the examples/ and miniapps/ directories, as well
 as the OpenGL visualization tool GLVis which is available at http://glvis.org.

config/XSDKDefaults.cmake

@@ -74,7 +74,7 @@
 
 IF (NOT COMMAND PRINT_VAR)
   FUNCTION(PRINT_VAR  VAR_NAME)
-    MESSAGE("-- " "${VAR_NAME} = '${${VAR_NAME}}'")
+    MESSAGE(STATUS "${VAR_NAME} = '${${VAR_NAME}}'")
   ENDFUNCTION()
 ENDIF()
 
@@ -166,14 +166,14 @@ IF (USE_XSDK_DEFAULTS)
     ENDIF()
     XSDK_HANDLE_LANG_DEFAULTS(Fortran  FC  "FFLAGS;FCFLAGS")
   ENDIF()
-  
+
   # Set XSDK defaults for other CMake variables
-  
+
   IF ("${BUILD_SHARED_LIBS}"  STREQUAL  "")
     MESSAGE("-- " "XSDK: Setting default BUILD_SHARED_LIBS=TRUE")
     SET(BUILD_SHARED_LIBS  TRUE  CACHE  BOOL  "Set by default in XSDK mode")
   ENDIF()
-  
+
   IF ("${CMAKE_BUILD_TYPE}"  STREQUAL  "")
     MESSAGE("-- " "XSDK: Setting default CMAKE_BUILD_TYPE=DEBUG")
     SET(CMAKE_BUILD_TYPE  DEBUG  CACHE  STRING  "Set by default in XSDK mode")
@@ -181,6 +181,13 @@ IF (USE_XSDK_DEFAULTS)
 
 ENDIF()
 
+
+##################################################################################
+#
+#               MFEM-specific additions: set TPL MFEM_USE_* defaults
+#
+##################################################################################
+
 IF (DEFINED TPL_ENABLE_MPI)
   SET(MFEM_USE_MPI ${TPL_ENABLE_MPI} CACHE BOOL "Enable MPI parallel build" FORCE)
 ENDIF()
@@ -252,3 +259,15 @@ ENDIF()
 IF (DEFINED TPL_ENABLE_PUMI)
   SET(MFEM_USE_PUMI ${TPL_ENABLE_PUMI} CACHE BOOL "Enable PUMI" FORCE)
 ENDIF()
+
+IF (DEFINED TPL_ENABLE_CUDA)
+  SET(MFEM_USE_CUDA ${TPL_ENABLE_CUDA} CACHE BOOL "Enable CUDA" FORCE)
+ENDIF()
+
+IF (DEFINED TPL_ENABLE_OCCA)
+  SET(MFEM_USE_OCCA ${TPL_ENABLE_OCCA} CACHE BOOL "Enable OCCA" FORCE)
+ENDIF()
+
+IF (DEFINED TPL_ENABLE_RAJA)
+  SET(MFEM_USE_RAJA ${TPL_ENABLE_RAJA} CACHE BOOL "Enable RAJA" FORCE)
+ENDIF()

config/cmake/MFEMConfig.cmake.in

@@ -41,6 +41,9 @@ set(MFEM_USE_MPFR @MFEM_USE_MPFR@)
 set(MFEM_USE_SIDRE @MFEM_USE_SIDRE@)
 set(MFEM_USE_CONDUIT @MFEM_USE_CONDUIT@)
 set(MFEM_USE_PUMI @MFEM_USE_PUMI@)
+set(MFEM_USE_CUDA @MFEM_USE_CUDA@)
+set(MFEM_USE_OCCA @MFEM_USE_OCCA@)
+set(MFEM_USE_RAJA @MFEM_USE_RAJA@)
 
 set(MFEM_CXX_COMPILER "@CMAKE_CXX_COMPILER@")
 set(MFEM_CXX_FLAGS "@CMAKE_CXX_FLAGS@")

config/cmake/config.hpp.in

@@ -30,6 +30,12 @@
 #define MFEM_VERSION_MINOR (((MFEM_VERSION)/100)%100)
 #define MFEM_VERSION_PATCH ((MFEM_VERSION)%100)
 
+// MFEM source directory.
+#define MFEM_SOURCE_DIR "@MFEM_SOURCE_DIR@"
+
+// MFEM install directory.
+#define MFEM_INSTALL_DIR "@MFEM_INSTALL_DIR@"
+
 // Description of the git commit used to build MFEM.
 #cmakedefine MFEM_GIT_STRING "@MFEM_GIT_STRING@"
 
@@ -104,6 +110,16 @@
 // Enable MFEM functionality based on the PUMI library
 #cmakedefine MFEM_USE_PUMI
 
+// Build the GPU/CUDA-enabled version of the MFEM library.
+// Requires a CUDA compiler (nvcc).
+#cmakedefine MFEM_USE_CUDA
+
+// Enable MFEM functionality based on the RAJA library
+#cmakedefine MFEM_USE_RAJA
+
+// Enable MFEM functionality based on the OCCA library
+#cmakedefine MFEM_USE_OCCA
+
 // Which library functions to use in class StopWatch for measuring time.
 // For a list of the available options, see INSTALL.
 // If not defined, an option is selected automatically.

config/cmake/modules/FindOCCA.cmake

@@ -0,0 +1,19 @@
+# Copyright (c) 2010, Lawrence Livermore National Security, LLC. Produced at the
+# Lawrence Livermore National Laboratory. LLNL-CODE-443211. All Rights reserved.
+# See file COPYRIGHT for details.
+#
+# This file is part of the MFEM library. For more information and source code
+# availability see http://mfem.org.
+#
+# MFEM is free software; you can redistribute it and/or modify it under the
+# terms of the GNU Lesser General Public License (as published by the Free
+# Software Foundation) version 2.1 dated February 1999.
+
+# Defines the following variables:
+#   - OCCA_FOUND
+#   - OCCA_LIBRARIES
+#   - OCCA_INCLUDE_DIRS
+
+include(MfemCmakeUtilities)
+mfem_find_package(OCCA OCCA OCCA_DIR "include" "occa.hpp" "lib" "occa"
+  "Paths to headers required by OCCA." "Libraries required by OCCA.")

config/cmake/modules/FindRAJA.cmake

@@ -0,0 +1,30 @@
+# Copyright (c) 2010, Lawrence Livermore National Security, LLC. Produced at the
+# Lawrence Livermore National Laboratory. LLNL-CODE-443211. All Rights reserved.
+# See file COPYRIGHT for details.
+#
+# This file is part of the MFEM library. For more information and source code
+# availability see http://mfem.org.
+#
+# MFEM is free software; you can redistribute it and/or modify it under the
+# terms of the GNU Lesser General Public License (as published by the Free
+# Software Foundation) version 2.1 dated February 1999.
+
+# Defines the following variables:
+#   - RAJA_FOUND
+#   - RAJA_LIBRARIES
+#   - RAJA_INCLUDE_DIRS
+
+include(MfemCmakeUtilities)
+mfem_find_package(RAJA RAJA RAJA_DIR "include" "RAJA/RAJA.hpp" "lib" "RAJA"
+  "Paths to headers required by RAJA." "Libraries required by RAJA.")
+
+if (NOT RAJA_CONFIG_CMAKE)
+   set(RAJA_CONFIG_CMAKE "${RAJA_DIR}/share/raja/cmake/raja-config.cmake")
+endif()
+if (EXISTS "${RAJA_CONFIG_CMAKE}")
+   include("${RAJA_CONFIG_CMAKE}")
+   if (ENABLE_CUDA AND NOT MFEM_USE_CUDA)
+      message(FATAL_ERROR
+         "RAJA is built with CUDA: MFEM_USE_CUDA=YES is required")
+   endif()
+endif()

config/cmake/modules/MfemCmakeUtilities.cmake

@@ -232,10 +232,12 @@ function(mfem_find_package Name Prefix DirVar IncSuffixes Header LibSuffixes
   # If we have the TPL_ versions of _INCLUDE_DIRS and _LIBRARIES then set the
   # standard ${Prefix} versions
   if (TPL_${Prefix}_INCLUDE_DIRS)
-    set(${Prefix}_INCLUDE_DIRS ${TPL_${Prefix}_INCLUDE_DIRS} CACHE STRING "TPL_${Prefix}_INCLUDE_DIRS was found." FORCE)
+    set(${Prefix}_INCLUDE_DIRS ${TPL_${Prefix}_INCLUDE_DIRS} CACHE STRING
+      "TPL_${Prefix}_INCLUDE_DIRS was found." FORCE)
   endif()
   if (TPL_${Prefix}_LIBRARIES)
-    set(${Prefix}_LIBRARIES ${TPL_${Prefix}_LIBRARIES} CACHE STRING "TPL_${Prefix}_LIBRARIES was found." FORCE)
+    set(${Prefix}_LIBRARIES ${TPL_${Prefix}_LIBRARIES} CACHE STRING
+      "TPL_${Prefix}_LIBRARIES was found." FORCE)
   endif()
 
   # Quick return
@@ -718,7 +720,7 @@ function(mfem_export_mk_files)
       MFEM_USE_MEMALLOC MFEM_USE_SUNDIALS MFEM_USE_MESQUITE MFEM_USE_SUITESPARSE
       MFEM_USE_SUPERLU MFEM_USE_STRUMPACK MFEM_USE_GECKO MFEM_USE_GNUTLS
       MFEM_USE_NETCDF MFEM_USE_PETSC MFEM_USE_MPFR MFEM_USE_SIDRE
-      MFEM_USE_CONDUIT MFEM_USE_PUMI)
+      MFEM_USE_CONDUIT MFEM_USE_PUMI MFEM_USE_CUDA MFEM_USE_OCCA MFEM_USE_RAJA)
   foreach(var ${CONFIG_MK_BOOL_VARS})
     if (${var})
       set(${var} YES)
@@ -726,6 +728,7 @@ function(mfem_export_mk_files)
       set(${var} NO)
     endif()
   endforeach()
+  # TODO: Add support for MFEM_USE_CUDA=YES
   set(MFEM_CXX ${CMAKE_CXX_COMPILER})
   set(MFEM_CPPFLAGS "")
   string(STRIP "${CMAKE_CXX_FLAGS_${BUILD_TYPE}} ${CMAKE_CXX_FLAGS}"

config/config.hpp

@@ -10,18 +10,15 @@
 // Software Foundation) version 2.1 dated February 1999.
 
 
-// Support out-of-source builds: if MFEM_BUILD_DIR is defined, load the config
-// file MFEM_BUILD_DIR/config/_config.hpp.
+// Support out-of-source builds: if MFEM_CONFIG_FILE is defined, include it.
 //
 // Otherwise, use the local file: _config.hpp.
 
 #ifndef MFEM_CONFIG_HPP
 #define MFEM_CONFIG_HPP
 
-#ifdef MFEM_BUILD_DIR
-#define MFEM_QUOTE(a) #a
-#define MFEM_MAKE_PATH(x,y) MFEM_QUOTE(x/y)
-#include MFEM_MAKE_PATH(MFEM_BUILD_DIR,config/_config.hpp)
+#ifdef MFEM_CONFIG_FILE
+#include MFEM_CONFIG_FILE
 #else
 #include "_config.hpp"
 #endif

config/config.hpp.in

@@ -131,9 +131,6 @@
 // Enable functionality based on the OCCA library.
 // #define MFEM_USE_OCCA
 
-// Enable MFEM's internal Memory Manager (needed e.g. for MFEM_USE_CUDA)
-// #define MFEM_USE_MM
-
 // Version of HYPRE used for building MFEM.
 // #define MFEM_HYPRE_VERSION @MFEM_HYPRE_VERSION@
 

config/config.mk.in

@@ -44,7 +44,6 @@ MFEM_USE_PUMI          = @MFEM_USE_PUMI@
 MFEM_USE_CUDA          = @MFEM_USE_CUDA@
 MFEM_USE_RAJA          = @MFEM_USE_RAJA@
 MFEM_USE_OCCA          = @MFEM_USE_OCCA@
-MFEM_USE_MM            = @MFEM_USE_MM@
 
 # Compiler, compile options, and link options
 MFEM_CXX       = @MFEM_CXX@

config/defaults.cmake

@@ -42,6 +42,9 @@ option(MFEM_USE_MPFR "Enable MPFR usage." OFF)
 option(MFEM_USE_SIDRE "Enable Axom/Sidre usage" OFF)
 option(MFEM_USE_CONDUIT "Enable Conduit usage" OFF)
 option(MFEM_USE_PUMI "Enable PUMI" OFF)
+option(MFEM_USE_CUDA "Enable CUDA" OFF)
+option(MFEM_USE_OCCA "Enable OCCA" OFF)
+option(MFEM_USE_RAJA "Enable RAJA" OFF)
 
 set(MFEM_MPI_NP 4 CACHE STRING "Number of processes used for MPI tests")
 
@@ -59,13 +62,16 @@ option(MFEM_ENABLE_MINIAPPS "Build all of the miniapps" OFF)
 # set(CXX g++)
 # set(MPICXX mpicxx)
 
+# Set the target CUDA architecture
+set(CUDA_ARCH "sm_60" CACHE STRING "Target CUDA architecture.")
+
 set(MFEM_DIR ${CMAKE_CURRENT_SOURCE_DIR})
 
 # The *_DIR paths below will be the first place searched for the corresponding
 # headers and library. If these fail, then standard cmake search is performed.
 # Note: if the variables are already in the cache, they are not overwritten.
 
-set(HYPRE_DIR "${MFEM_DIR}/../hypre-2.10.0b/src/hypre" CACHE PATH
+set(HYPRE_DIR "${MFEM_DIR}/../hypre/src/hypre" CACHE PATH
     "Path to the hypre library.")
 # If hypre was compiled to depend on BLAS and LAPACK:
 # set(HYPRE_REQUIRED_PACKAGES "BLAS" "LAPACK" CACHE STRING
@@ -154,6 +160,9 @@ set(Axom_REQUIRED_PACKAGES "Conduit/relay" CACHE STRING
 set(PUMI_DIR "${MFEM_DIR}/../pumi-2.1.0" CACHE STRING
     "Directory where PUMI is installed")
 
+set(OCCA_DIR "${MFEM_DIR}/../occa" CACHE PATH "Path to OCCA")
+set(RAJA_DIR "${MFEM_DIR}/../raja" CACHE PATH "Path to RAJA")
+
 set(BLAS_INCLUDE_DIRS "" CACHE STRING "Path to BLAS headers.")
 set(BLAS_LIBRARIES "" CACHE STRING "The BLAS library.")
 set(LAPACK_INCLUDE_DIRS "" CACHE STRING "Path to LAPACK headers.")

config/defaults.mk

@@ -124,7 +124,6 @@ MFEM_USE_PUMI          = NO
 MFEM_USE_CUDA          = NO
 MFEM_USE_RAJA          = NO
 MFEM_USE_OCCA          = NO
-MFEM_USE_MM            = NO
 
 # Compile and link options for zlib.
 ZLIB_DIR =
@@ -136,7 +135,7 @@ LIBUNWIND_OPT = -g
 LIBUNWIND_LIB = $(if $(NOTMAC),-lunwind -ldl,)
 
 # HYPRE library configuration (needed to build the parallel version)
-HYPRE_DIR = @MFEM_DIR@/../hypre-2.10.0b/src/hypre
+HYPRE_DIR = @MFEM_DIR@/../hypre/src/hypre
 HYPRE_OPT = -I$(HYPRE_DIR)/include
 HYPRE_LIB = -L$(HYPRE_DIR)/lib -lHYPRE
 
@@ -300,19 +299,17 @@ PUMI_OPT = -I$(PUMI_DIR)/include
 PUMI_LIB = -L$(PUMI_DIR)/lib -lpumi -lcrv -lma -lmds -lapf -lpcu -lgmi -lparma\
    -llion -lmth -lapf_zoltan -lspr
 
-# CUDA library configuration. Since we compile and link with nvcc (when CUDA is
-# enabled) we only need to explicitly link with the CUDA driver, libcuda.*,
-# which is usually in a system path.
+# CUDA library configuration (currently not needed)
 CUDA_OPT =
-CUDA_LIB = $(if $(NOTMAC),,-L/usr/local/cuda/lib) -lcuda
+CUDA_LIB =
 
 # OCCA library configuration
-OCCA_DIR ?= @MFEM_DIR@/../occa
+OCCA_DIR = @MFEM_DIR@/../occa
 OCCA_OPT = -I$(OCCA_DIR)/include
 OCCA_LIB = $(XLINKER)-rpath,$(OCCA_DIR)/lib -L$(OCCA_DIR)/lib -locca
 
 # RAJA library configuration
-RAJA_DIR ?= @MFEM_DIR@/../raja
+RAJA_DIR = @MFEM_DIR@/../raja
 RAJA_OPT = -I$(RAJA_DIR)/include
 ifdef CUB_DIR
    RAJA_OPT += -I$(CUB_DIR)

config/makefile

@@ -36,6 +36,7 @@ CONFIG_MK = config.mk
 all: header config-mk
 
 MPI = $(MFEM_USE_MPI:NO=)
+GHV_CXX ?= $(MFEM_CXX)
 GHV = get_hypre_version
 GHV_FLAGS = $(subst @MFEM_DIR@,$(if $(MFEM_DIR),$(MFEM_DIR),..),$(HYPRE_OPT))
 SMX = $(if $(MFEM_USE_PUMI:NO=),MFEM_USE_SIMMETRIX)
@@ -44,7 +45,7 @@ SMX_FILE = $(subst @MFEM_DIR@,$(if $(MFEM_DIR),$(MFEM_DIR),..),$(SMX_PATH))
 
 $(GHV): $(SRC)$(GHV).cpp
 	$(call mfem-info, Determining HYPRE version ...)
-	$(MFEM_CXX) ${GHV_FLAGS} $(SRC)$(GHV).cpp -o $(GHV)
+	$(GHV_CXX) ${GHV_FLAGS} $(SRC)$(GHV).cpp -o $(GHV)
 $(GHV).out: $(GHV)
 	./$(GHV) > $(GHV).out
 .INTERMEDIATE: $(GHV) $(GHV).out

config/sample-runs.sh

@@ -18,6 +18,8 @@ run_prefix=""
 run_vg="valgrind --leak-check=full --show-reachable=yes --track-origins=yes"
 run_suffix="-no-vis"
 skip_gen_meshes="yes"
+# filter-out device runs ("no") or non-device runs ("yes"):
+device_runs="no"
 cur_dir="${PWD}"
 mfem_dir="$(cd "$(dirname "$0")"/.. && pwd)"
 mfem_build_dir=""
@@ -148,6 +150,11 @@ function extract_sample_runs()
    if [ "$skip_gen_meshes" == "yes" ]; then
       runs=`printf "%s" "$runs" | grep -v ".* -m .*\.gen"`
    fi
+   if [ "$device_runs" == "yes" ]; then
+      runs=`printf "%s" "$runs" | grep ".* -d .*"`
+   else
+      runs=`printf "%s" "$runs" | grep -v ".* -d .*"`
+   fi
    IFS=$'\n'
    runs=(${runs})
    IFS="${old_IFS}"
@@ -169,6 +176,9 @@ function help_message()
       -g <dir> <pattern>
                   Specify explicitly a group (dir + file pattern) to run; This
                   option can be used multiple times to define multiple groups
+      -dev        configure only sample runs using devices.
+                  To test with a parallel build, the parallel (-p|-par) option
+                  should be set first on the command line.
       -v          Enable valgrind
       -o <dir>    [${output_dir:-"<empty>: output goes to stdout"}]
                   If not empty, save output to files inside <dir>
@@ -253,7 +263,7 @@ case "$1" in
    -h|-help)
       opt_help="yes"
       ;;
-   -p|-parallel)
+   -p|-par)
       mfem_config="MFEM_USE_MPI=YES MFEM_DEBUG=NO"
       ;;
    -g)
@@ -264,6 +274,10 @@ case "$1" in
       groups=("${groups[@]}" "${test_group}")
       shift 2
       ;;
+   -dev)
+       device_runs="yes"
+       mfem_config+=" MFEM_USE_CUDA=YES MFEM_USE_OCCA=YES MFEM_USE_RAJA=YES MFEM_USE_OPENMP=YES"
+      ;;
    -v)
       valgrind="yes"
       ;;
@@ -294,6 +308,10 @@ case "$1" in
    -n)
       run_prefix="echo"
       ;;
+   -*)
+      echo "unknown option: '$1'"
+      exit 1
+      ;;
    *=*)
       eval $1
       ;;

config/tconfig.hpp

@@ -43,15 +43,14 @@
 #define MFEM_ALIGN_SIZE(size,type) \
    MFEM_ROUNDUP(size,(MFEM_SIMD_SIZE)/sizeof(type))
 
+#ifdef MFEM_COUNT_FLOPS
 namespace mfem
 {
 namespace internal
 {
-long long flop_count;
+extern long long flop_count;
 }
 }
-
-#ifdef MFEM_COUNT_FLOPS
 #define MFEM_FLOPS_RESET() (mfem::internal::flop_count = 0)
 #define MFEM_FLOPS_ADD(cnt) (mfem::internal::flop_count += (cnt))
 #define MFEM_FLOPS_GET() (mfem::internal::flop_count)

doc/CodeDocumentation.conf.in

@@ -38,7 +38,7 @@ PROJECT_NAME           = "MFEM"
 # could be handy for archiving the generated documentation or if some version
 # control system is used.
 
-PROJECT_NUMBER         = v3.4.1
+PROJECT_NUMBER         = v4.0.1
 
 # Using the PROJECT_BRIEF tag one can provide an optional one line description
 # for a project that appears at the top of each page and should give viewer a

doc/CodeDocumentation.dox

@@ -35,6 +35,12 @@ namespace mfem {
  * - HypreParMatrix and HypreParVector
  * - HypreSolver and other \link hypre.hpp hypre classes\endlink
  *
+ * <H3>Main GPU classes</H3>
+ * - Device
+ * - Memory
+ * - MemoryManager
+ * - MFEM_FORALL macro in forall.hpp
+ *
  * <H3>Example codes</H3>
  * - <a class="el" href="examples_2ex1_8cpp_source.html">Example 1</a>: nodal H1 FEM for the Laplace problem
  * - <a class="el" href="examples_2ex1p_8cpp_source.html">Example 1p</a>: parallel nodal H1 FEM for the Laplace problem
@@ -73,8 +79,8 @@ namespace mfem {
  * - <a class="el" href="ex19p_8cpp_source.html">Example 19p</a>: parallel incompressible nonlinear elasticity
  * - <a class="el" href="ex20_8cpp_source.html">Example 20</a>: symplectic ODE integration
  * - <a class="el" href="ex20p_8cpp_source.html">Example 20p</a>: parallel symplectic ODE integration
- * - <a class="el" href="ex22_8cpp_source.html">Example 22</a>: adaptive mesh refinement for linear elasticity
- * - <a class="el" href="ex22p_8cpp_source.html">Example 22p</a>: parallel adaptive mesh refinement for linear elasticity
+ * - <a class="el" href="ex21_8cpp_source.html">Example 21</a>: adaptive mesh refinement for linear elasticity
+ * - <a class="el" href="ex21p_8cpp_source.html">Example 21p</a>: parallel adaptive mesh refinement for linear elasticity
  *
  * <H4>SUNDIALS Examples</H4>
  * - Variants of Examples

examples/CMakeLists.txt

@@ -27,7 +27,7 @@ list(APPEND ALL_EXE_SRCS
   ex18.cpp
   ex19.cpp
   ex20.cpp
-  ex22.cpp
+  ex21.cpp
   )
 
 if (MFEM_USE_MPI)
@@ -52,7 +52,7 @@ if (MFEM_USE_MPI)
     ex18p.cpp
     ex19p.cpp
     ex20p.cpp
-    ex22p.cpp
+    ex21p.cpp
     )
 endif()
 

examples/ex1.cpp

@@ -26,12 +26,12 @@
 //               ex1 -m ../data/mobius-strip.mesh -o -1 -sc
 //
 // Device sample runs:
-//             > ex1 -pa -d cuda
-//             > ex1 -pa -d raja-cuda
-//             > ex1 -pa -d occa-cuda
-//             > ex1 -pa -d raja-omp
-//             > ex1 -pa -d occa-omp
-//             > ex1 -m ../data/beam-hex.mesh -pa -d cuda
+//               ex1 -pa -d cuda
+//               ex1 -pa -d raja-cuda
+//               ex1 -pa -d occa-cuda
+//               ex1 -pa -d raja-omp
+//               ex1 -pa -d occa-omp
+//               ex1 -m ../data/beam-hex.mesh -pa -d cuda
 //
 // Description:  This example code demonstrates the use of MFEM to define a
 //               simple finite element discretization of the Laplace problem
@@ -62,7 +62,7 @@ int main(int argc, char *argv[])
    int order = 1;
    bool static_cond = false;
    bool pa = false;
-   const char *device = "cpu";
+   const char *device_config = "cpu";
    bool visualization = true;
 
    OptionsParser args(argc, argv);
@@ -75,7 +75,7 @@ int main(int argc, char *argv[])
                   "--no-static-condensation", "Enable static condensation.");
    args.AddOption(&pa, "-pa", "--partial-assembly", "-no-pa",
                   "--no-partial-assembly", "Enable Partial Assembly.");
-   args.AddOption(&device, "-d", "--device",
+   args.AddOption(&device_config, "-d", "--device",
                   "Device configuration string, see Device::Configure().");
    args.AddOption(&visualization, "-vis", "--visualization", "-no-vis",
                   "--no-visualization",
@@ -88,13 +88,18 @@ int main(int argc, char *argv[])
    }
    args.PrintOptions(cout);
 
-   // 2. Read the mesh from the given mesh file. We can handle triangular,
+   // 2. Enable hardware devices such as GPUs, and programming models such as
+   //    CUDA, OCCA, RAJA and OpenMP based on command line options.
+   Device device(device_config);
+   device.Print();
+
+   // 3. Read the mesh from the given mesh file. We can handle triangular,
    //    quadrilateral, tetrahedral, hexahedral, surface and volume meshes with
    //    the same code.
    Mesh *mesh = new Mesh(mesh_file, 1, 1);
    int dim = mesh->Dimension();
 
-   // 3. Refine the mesh to increase the resolution. In this example we do
+   // 4. Refine the mesh to increase the resolution. In this example we do
    //    'ref_levels' of uniform refinement. We choose 'ref_levels' to be the
    //    largest number that gives a final mesh with no more than 50,000
    //    elements.
@@ -107,7 +112,7 @@ int main(int argc, char *argv[])
       }
    }
 
-   // 4. Define a finite element space on the mesh. Here we use continuous
+   // 5. Define a finite element space on the mesh. Here we use continuous
    //    Lagrange finite elements of the specified order. If order < 1, we
    //    instead use an isoparametric/isogeometric space.
    FiniteElementCollection *fec;
@@ -128,7 +133,7 @@ int main(int argc, char *argv[])
    cout << "Number of finite element unknowns: "
         << fespace->GetTrueVSize() << endl;
 
-   // 5. Determine the list of true (i.e. conforming) essential boundary dofs.
+   // 6. Determine the list of true (i.e. conforming) essential boundary dofs.
    //    In this example, the boundary conditions are defined by marking all
    //    the boundary attributes from the mesh as essential (Dirichlet) and
    //    converting them to a list of true dofs.
@@ -140,7 +145,7 @@ int main(int argc, char *argv[])
       fespace->GetEssentialTrueDofs(ess_bdr, ess_tdof_list);
    }
 
-   // 6. Set up the linear form b(.) which corresponds to the right-hand side of
+   // 7. Set up the linear form b(.) which corresponds to the right-hand side of
    //    the FEM linear system, which in this case is (1,phi_i) where phi_i are
    //    the basis functions in the finite element fespace.
    LinearForm *b = new LinearForm(fespace);
@@ -148,12 +153,6 @@ int main(int argc, char *argv[])
    b->AddDomainIntegrator(new DomainLFIntegrator(one));
    b->Assemble();
 
-   // 7. Set device config parameters from the command line options and switch
-   //    to working on the device.
-   Device::Configure(device);
-   Device::Print();
-   Device::Enable();
-
    // 8. Define the solution vector x as a finite element grid function
    //    corresponding to fespace. Initialize x with initial guess of zero,
    //    which satisfies the boundary conditions.
@@ -203,10 +202,7 @@ int main(int argc, char *argv[])
    // 12. Recover the solution as a finite element grid function.
    a->RecoverFEMSolution(X, *b, x);
 
-   // 13. Switch back to the host.
-   Device::Disable();
-
-   // 14. Save the refined mesh and the solution. This output can be viewed later
+   // 13. Save the refined mesh and the solution. This output can be viewed later
    //     using GLVis: "glvis -m refined.mesh -g sol.gf".
    ofstream mesh_ofs("refined.mesh");
    mesh_ofs.precision(8);
@@ -215,7 +211,7 @@ int main(int argc, char *argv[])
    sol_ofs.precision(8);
    x.Save(sol_ofs);
 
-   // 15. Send the solution by socket to a GLVis server.
+   // 14. Send the solution by socket to a GLVis server.
    if (visualization)
    {
       char vishost[] = "localhost";
@@ -225,7 +221,7 @@ int main(int argc, char *argv[])
       sol_sock << "solution\n" << *mesh << x << flush;
    }
 
-   // 16. Free the used memory.
+   // 15. Free the used memory.
    delete a;
    delete b;
    delete fespace;

examples/ex19.cpp

@@ -144,7 +144,7 @@ void InitialDeformation(const Vector &x, Vector &y);
 int main(int argc, char *argv[])
 {
    // 1. Parse command-line options
-   const char *mesh_file = "../data/beam-hex.mesh";
+   const char *mesh_file = "../data/beam-tet.mesh";
    int ref_levels = 0;
    int order = 2;
    bool visualization = true;

examples/ex19p.cpp

@@ -150,7 +150,7 @@ int main(int argc, char *argv[])
    MPI_Comm_rank(MPI_COMM_WORLD, &myid);
 
    // 2. Parse command-line options
-   const char *mesh_file = "../data/beam-hex.mesh";
+   const char *mesh_file = "../data/beam-tet.mesh";
    int ser_ref_levels = 0;
    int par_ref_levels = 0;
    int order = 2;

examples/ex1p.cpp

@@ -26,9 +26,9 @@
 //               mpirun -np 4 ex1p -m ../data/mobius-strip.mesh -o -1 -sc
 //
 // Device sample runs:
-//             > mpirun -np 4 ex1p -pa -d cuda
-//             > mpirun -np 4 ex1p -pa -d occa-cuda
-//             > mpirun -np 4 ex1p -pa -d raja-omp
+//               mpirun -np 4 ex1p -pa -d cuda
+//               mpirun -np 4 ex1p -pa -d occa-cuda
+//               mpirun -np 4 ex1p -pa -d raja-omp
 //
 // Description:  This example code demonstrates the use of MFEM to define a
 //               simple finite element discretization of the Laplace problem
@@ -65,7 +65,7 @@ int main(int argc, char *argv[])
    int order = 1;
    bool static_cond = false;
    bool pa = false;
-   const char *device = "cpu";
+   const char *device_config = "cpu";
    bool visualization = true;
 
    OptionsParser args(argc, argv);
@@ -78,7 +78,7 @@ int main(int argc, char *argv[])
                   "--no-static-condensation", "Enable static condensation.");
    args.AddOption(&pa, "-pa", "--partial-assembly", "-no-pa",
                   "--no-partial-assembly", "Enable Partial Assembly.");
-   args.AddOption(&device, "-d", "--device",
+   args.AddOption(&device_config, "-d", "--device",
                   "Device configuration string, see Device::Configure().");
    args.AddOption(&visualization, "-vis", "--visualization", "-no-vis",
                   "--no-visualization",
@@ -98,13 +98,18 @@ int main(int argc, char *argv[])
       args.PrintOptions(cout);
    }
 
-   // 3. Read the (serial) mesh from the given mesh file on all processors.  We
+   // 3. Enable hardware devices such as GPUs, and programming models such as
+   //    CUDA, OCCA, RAJA and OpenMP based on command line options.
+   Device device(device_config);
+   if (myid == 0) { device.Print(); }
+
+   // 4. Read the (serial) mesh from the given mesh file on all processors.  We
    //    can handle triangular, quadrilateral, tetrahedral, hexahedral, surface
    //    and volume meshes with the same code.
    Mesh *mesh = new Mesh(mesh_file, 1, 1);
    int dim = mesh->Dimension();
 
-   // 4. Refine the serial mesh on all processors to increase the resolution. In
+   // 5. Refine the serial mesh on all processors to increase the resolution. In
    //    this example we do 'ref_levels' of uniform refinement. We choose
    //    'ref_levels' to be the largest number that gives a final mesh with no
    //    more than 10,000 elements.
@@ -117,7 +122,7 @@ int main(int argc, char *argv[])
       }
    }
 
-   // 5. Define a parallel mesh by a partitioning of the serial mesh. Refine
+   // 6. Define a parallel mesh by a partitioning of the serial mesh. Refine
    //    this mesh further in parallel to increase the resolution. Once the
    //    parallel mesh is defined, the serial mesh can be deleted.
    ParMesh *pmesh = new ParMesh(MPI_COMM_WORLD, *mesh);
@@ -130,7 +135,7 @@ int main(int argc, char *argv[])
       }
    }
 
-   // 6. Define a parallel finite element space on the parallel mesh. Here we
+   // 7. Define a parallel finite element space on the parallel mesh. Here we
    //    use continuous Lagrange finite elements of the specified order. If
    //    order < 1, we instead use an isoparametric/isogeometric space.
    FiniteElementCollection *fec;
@@ -157,7 +162,7 @@ int main(int argc, char *argv[])
       cout << "Number of finite element unknowns: " << size << endl;
    }
 
-   // 7. Determine the list of true (i.e. parallel conforming) essential
+   // 8. Determine the list of true (i.e. parallel conforming) essential
    //    boundary dofs. In this example, the boundary conditions are defined
    //    by marking all the boundary attributes from the mesh as essential
    //    (Dirichlet) and converting them to a list of true dofs.
@@ -169,7 +174,7 @@ int main(int argc, char *argv[])
       fespace->GetEssentialTrueDofs(ess_bdr, ess_tdof_list);
    }
 
-   // 8. Set up the parallel linear form b(.) which corresponds to the
+   // 9. Set up the parallel linear form b(.) which corresponds to the
    //    right-hand side of the FEM linear system, which in this case is
    //    (1,phi_i) where phi_i are the basis functions in fespace.
    ParLinearForm *b = new ParLinearForm(fespace);
@@ -177,12 +182,6 @@ int main(int argc, char *argv[])
    b->AddDomainIntegrator(new DomainLFIntegrator(one));
    b->Assemble();
 
-   // 9. Set device config parameters from the command line options and switch
-   //    to working on the device.
-   Device::Configure(device);
-   if (myid == 0) { Device::Print(); }
-   Device::Enable();
-
    // 10. Define the solution vector x as a parallel finite element grid function
    //     corresponding to fespace. Initialize x with initial guess of zero,
    //     which satisfies the boundary conditions.
@@ -225,10 +224,7 @@ int main(int argc, char *argv[])
    //     local finite element solution on each processor.
    a->RecoverFEMSolution(X, *b, x);
 
-   // 15. Switch back to the host.
-   Device::Disable();
-
-   // 16. Save the refined mesh and the solution in parallel. This output can
+   // 15. Save the refined mesh and the solution in parallel. This output can
    //     be viewed later using GLVis: "glvis -np <np> -m mesh -g sol".
    {
       ostringstream mesh_name, sol_name;
@@ -244,7 +240,7 @@ int main(int argc, char *argv[])
       x.Save(sol_ofs);
    }
 
-   // 17. Send the solution by socket to a GLVis server.
+   // 16. Send the solution by socket to a GLVis server.
    if (visualization)
    {
       char vishost[] = "localhost";
@@ -255,7 +251,7 @@ int main(int argc, char *argv[])
       sol_sock << "solution\n" << *pmesh << x << flush;
    }
 
-   // 18. Free the used memory.
+   // 17. Free the used memory.
    delete a;
    delete b;
    delete fespace;

examples/ex21.cpp

@@ -1,16 +1,16 @@
-//                                MFEM Example 22
+//                                MFEM Example 21
 //
-// Compile with: make ex22
+// Compile with: make ex21
 //
-// Sample runs:  ex22
-//               ex22 -o 3
-//               ex22 -m ../data/beam-quad.mesh
-//               ex22 -m ../data/beam-quad.mesh -o 3
-//               ex22 -m ../data/beam-quad.mesh -o 3 -f 1
-//               ex22 -m ../data/beam-tet.mesh
-//               ex22 -m ../data/beam-tet.mesh -o 2
-//               ex22 -m ../data/beam-hex.mesh
-//               ex22 -m ../data/beam-hex.mesh -o 2
+// Sample runs:  ex21
+//               ex21 -o 3
+//               ex21 -m ../data/beam-quad.mesh
+//               ex21 -m ../data/beam-quad.mesh -o 3
+//               ex21 -m ../data/beam-quad.mesh -o 3 -f 1
+//               ex21 -m ../data/beam-tet.mesh
+//               ex21 -m ../data/beam-tet.mesh -o 2
+//               ex21 -m ../data/beam-hex.mesh
+//               ex21 -m ../data/beam-hex.mesh -o 2
 //
 // Description:  This is a version of Example 2 with a simple adaptive mesh
 //               refinement loop. The problem being solved is again the linear
@@ -287,11 +287,11 @@ int main(int argc, char *argv[])
    }
 
    {
-      ofstream mesh_ref_out("ex22_reference.mesh");
+      ofstream mesh_ref_out("ex21_reference.mesh");
       mesh_ref_out.precision(16);
       mesh.Print(mesh_ref_out);
 
-      ofstream mesh_out("ex22_deformed.mesh");
+      ofstream mesh_out("ex21_deformed.mesh");
       mesh_out.precision(16);
       GridFunction nodes(&fespace), *nodes_p = &nodes;
       mesh.GetNodes(nodes);
@@ -301,7 +301,7 @@ int main(int argc, char *argv[])
       mesh.Print(mesh_out);
       mesh.SwapNodes(nodes_p, own_nodes);
 
-      ofstream x_out("ex22_displacement.sol");
+      ofstream x_out("ex21_displacement.sol");
       x_out.precision(16);
       x.Save(x_out);
    }

examples/ex21p.cpp

@@ -1,15 +1,15 @@
-//                                MFEM Example 22
+//                                MFEM Example 21
 //
-// Compile with: make ex22p
+// Compile with: make ex21p
 //
-// Sample runs:  mpirun -np 4 ex22p
-//               mpirun -np 4 ex22p -o 3
-//               mpirun -np 4 ex22p -m ../data/beam-quad.mesh
-//               mpirun -np 4 ex22p -m ../data/beam-quad.mesh -o 3
-//               mpirun -np 4 ex22p -m ../data/beam-tet.mesh
-//               mpirun -np 4 ex22p -m ../data/beam-tet.mesh -o 2
-//               mpirun -np 4 ex22p -m ../data/beam-hex.mesh
-//               mpirun -np 4 ex22p -m ../data/beam-hex.mesh -o 2
+// Sample runs:  mpirun -np 4 ex21p
+//               mpirun -np 4 ex21p -o 3
+//               mpirun -np 4 ex21p -m ../data/beam-quad.mesh
+//               mpirun -np 4 ex21p -m ../data/beam-quad.mesh -o 3
+//               mpirun -np 4 ex21p -m ../data/beam-tet.mesh
+//               mpirun -np 4 ex21p -m ../data/beam-tet.mesh -o 2
+//               mpirun -np 4 ex21p -m ../data/beam-hex.mesh
+//               mpirun -np 4 ex21p -m ../data/beam-hex.mesh -o 2
 //
 // Description:  This is a version of Example 2p with a simple adaptive mesh
 //               refinement loop. The problem being solved is again the linear
@@ -330,7 +330,7 @@ int main(int argc, char *argv[])
          x.Update();
       }
 
-      // 22. Inform also the bilinear and linear forms that the space has
+      // 21. Inform also the bilinear and linear forms that the space has
       //     changed.
       a.Update();
       b.Update();
@@ -338,9 +338,9 @@ int main(int argc, char *argv[])
 
    {
       ostringstream mref_name, mesh_name, sol_name;
-      mref_name << "ex22p_reference_mesh." << setfill('0') << setw(6) << myid;
-      mesh_name << "ex22p_deformed_mesh." << setfill('0') << setw(6) << myid;
-      sol_name << "ex22p_displacement." << setfill('0') << setw(6) << myid;
+      mref_name << "ex21p_reference_mesh." << setfill('0') << setw(6) << myid;
+      mesh_name << "ex21p_deformed_mesh." << setfill('0') << setw(6) << myid;
+      sol_name << "ex21p_displacement." << setfill('0') << setw(6) << myid;
 
       ofstream mesh_ref_out(mref_name.str().c_str());
       mesh_ref_out.precision(16);

examples/ex6.cpp

@@ -16,9 +16,9 @@
 //               ex6 -m ../data/amr-quad.mesh
 //
 // Device sample runs:
-//             > ex6 -pa -d cuda
-//             > ex6 -pa -d occa-cuda
-//             > ex6 -pa -d raja-omp
+//               ex6 -pa -d cuda
+//               ex6 -pa -d occa-cuda
+//               ex6 -pa -d raja-omp
 //
 // Description:  This is a version of Example 1 with a simple adaptive mesh
 //               refinement loop. The problem being solved is again the Laplace
@@ -49,7 +49,7 @@ int main(int argc, char *argv[])
    const char *mesh_file = "../data/star.mesh";
    int order = 1;
    bool pa = false;
-   const char *device = "cpu";
+   const char *device_config = "cpu";
    bool visualization = true;
 
    OptionsParser args(argc, argv);
@@ -59,7 +59,7 @@ int main(int argc, char *argv[])
                   "Finite element order (polynomial degree).");
    args.AddOption(&pa, "-pa", "--partial-assembly", "-no-pa",
                   "--no-partial-assembly", "Enable Partial Assembly.");
-   args.AddOption(&device, "-d", "--device",
+   args.AddOption(&device_config, "-d", "--device",
                   "Device configuration string, see Device::Configure().");
    args.AddOption(&visualization, "-vis", "--visualization", "-no-vis",
                   "--no-visualization",
@@ -72,14 +72,19 @@ int main(int argc, char *argv[])
    }
    args.PrintOptions(cout);
 
-   // 2. Read the mesh from the given mesh file. We can handle triangular,
+   // 2. Enable hardware devices such as GPUs, and programming models such as
+   //    CUDA, OCCA, RAJA and OpenMP based on command line options.
+   Device device(device_config);
+   device.Print();
+
+   // 3. Read the mesh from the given mesh file. We can handle triangular,
    //    quadrilateral, tetrahedral, hexahedral, surface and volume meshes with
    //    the same code.
    Mesh mesh(mesh_file, 1, 1);
    int dim = mesh.Dimension();
    int sdim = mesh.SpaceDimension();
 
-   // 3. Since a NURBS mesh can currently only be refined uniformly, we need to
+   // 4. Since a NURBS mesh can currently only be refined uniformly, we need to
    //    convert it to a piecewise-polynomial curved mesh. First we refine the
    //    NURBS mesh a bit more and then project the curvature to quadratic Nodes.
    if (mesh.NURBSext)
@@ -91,15 +96,11 @@ int main(int argc, char *argv[])
       mesh.SetCurvature(2);
    }
 
-   // 4. Define a finite element space on the mesh. The polynomial order is
+   // 5. Define a finite element space on the mesh. The polynomial order is
    //    one (linear) by default, but this can be changed on the command line.
    H1_FECollection fec(order, dim);
    FiniteElementSpace fespace(&mesh, &fec);
 
-   // 5. Set device config parameters from the command line options.
-   Device::Configure(device);
-   Device::Print();
-
    // 6. As in Example 1, we set up bilinear and linear forms corresponding to
    //    the Laplace problem -\Delta u = 1. We don't assemble the discrete
    //    problem yet, this will be done in the main loop.
@@ -168,8 +169,7 @@ int main(int argc, char *argv[])
       x.ProjectBdrCoefficient(zero, ess_bdr);
       fespace.GetEssentialTrueDofs(ess_bdr, ess_tdof_list);
 
-      // 15. Switch to the device and assemble the stiffness matrix.
-      Device::Enable();
+      // 15. Assemble the stiffness matrix.
       a.Assemble();
 
       // 16. Create the linear system: eliminate boundary conditions, constrain
@@ -204,7 +204,6 @@ int main(int argc, char *argv[])
       // 18. After solving the linear system, reconstruct the solution as a
       //     finite element GridFunction. Constrained nodes are interpolated
       //     from true DOFs (it may therefore happen that x.Size() >= X.Size()).
-      Device::Disable();
       a.RecoverFEMSolution(X, b, x);
 
       // 19. Send solution by socket to the GLVis server.

examples/ex6p.cpp

@@ -16,9 +16,9 @@
 //               mpirun -np 4 ex6p -m ../data/amr-quad.mesh
 //
 // Device sample runs:
-//             > mpirun -np 4 ex6p -pa -d cuda
-//             > mpirun -np 4 ex6p -pa -d occa-cuda
-//             > mpirun -np 4 ex6p -pa -d raja-omp
+//               mpirun -np 4 ex6p -pa -d cuda
+//               mpirun -np 4 ex6p -pa -d occa-cuda
+//               mpirun -np 4 ex6p -pa -d raja-omp
 //
 // Description:  This is a version of Example 1 with a simple adaptive mesh
 //               refinement loop. The problem being solved is again the Laplace
@@ -55,7 +55,7 @@ int main(int argc, char *argv[])
    const char *mesh_file = "../data/star.mesh";
    int order = 1;
    bool pa = false;
-   const char *device = "cpu";
+   const char *device_config = "cpu";
    bool visualization = true;
 
    OptionsParser args(argc, argv);
@@ -65,7 +65,7 @@ int main(int argc, char *argv[])
                   "Finite element order (polynomial degree).");
    args.AddOption(&pa, "-pa", "--partial-assembly", "-no-pa",
                   "--no-partial-assembly", "Enable Partial Assembly.");
-   args.AddOption(&device, "-d", "--device",
+   args.AddOption(&device_config, "-d", "--device",
                   "Device configuration string, see Device::Configure().");
    args.AddOption(&visualization, "-vis", "--visualization", "-no-vis",
                   "--no-visualization",
@@ -85,14 +85,19 @@ int main(int argc, char *argv[])
       args.PrintOptions(cout);
    }
 
-   // 3. Read the (serial) mesh from the given mesh file on all processors.  We
+   // 3. Enable hardware devices such as GPUs, and programming models such as
+   //    CUDA, OCCA, RAJA and OpenMP based on command line options.
+   Device device(device_config);
+   if (myid == 0) { device.Print(); }
+
+   // 4. Read the (serial) mesh from the given mesh file on all processors.  We
    //    can handle triangular, quadrilateral, tetrahedral, hexahedral, surface
    //    and volume meshes with the same code.
    Mesh *mesh = new Mesh(mesh_file, 1, 1);
    int dim = mesh->Dimension();
    int sdim = mesh->SpaceDimension();
 
-   // 4. Refine the serial mesh on all processors to increase the resolution.
+   // 5. Refine the serial mesh on all processors to increase the resolution.
    //    Also project a NURBS mesh to a piecewise-quadratic curved mesh. Make
    //    sure that the mesh is non-conforming.
    if (mesh->NURBSext)
@@ -102,7 +107,7 @@ int main(int argc, char *argv[])
    }
    mesh->EnsureNCMesh();
 
-   // 5. Define a parallel mesh by partitioning the serial mesh.
+   // 6. Define a parallel mesh by partitioning the serial mesh.
    //    Once the parallel mesh is defined, the serial mesh can be deleted.
    ParMesh pmesh(MPI_COMM_WORLD, *mesh);
    delete mesh;
@@ -112,15 +117,11 @@ int main(int argc, char *argv[])
    Array<int> ess_bdr(pmesh.bdr_attributes.Max());
    ess_bdr = 1;
 
-   // 6. Define a finite element space on the mesh. The polynomial order is
+   // 7. Define a finite element space on the mesh. The polynomial order is
    //    one (linear) by default, but this can be changed on the command line.
    H1_FECollection fec(order, dim);
    ParFiniteElementSpace fespace(&pmesh, &fec);
 
-   // 7. Set device config parameters from the command line options.
-   Device::Configure(device);
-   if (myid == 0) { Device::Print(); }
-
    // 8. As in Example 1p, we set up bilinear and linear forms corresponding to
    //    the Laplace problem -\Delta u = 1. We don't assemble the discrete
    //    problem yet, this will be done in the main loop.
@@ -200,11 +201,10 @@ int main(int argc, char *argv[])
       fespace.GetEssentialTrueDofs(ess_bdr, ess_tdof_list);
       b.Assemble();
 
-      // 15. Switch to the device and assemble the stiffness matrix. Note that
-      //     MFEM doesn't care at this point that the mesh is nonconforming and
-      //     parallel.  The FE space is considered 'cut' along hanging
-      //     edges/faces, and also across processor boundaries.
-      Device::Enable();
+      // 15. Assemble the stiffness matrix. Note that MFEM doesn't care at this
+      //     point that the mesh is nonconforming and parallel.  The FE space is
+      //     considered 'cut' along hanging edges/faces, and also across
+      //     processor boundaries.
       a.Assemble();
 
       // 16. Create the parallel linear system: eliminate boundary conditions.
@@ -232,7 +232,6 @@ int main(int argc, char *argv[])
       // 18. Switch back to the host and extract the parallel grid function
       //     corresponding to the finite element approximation X. This is the
       //     local solution on each processor.
-      Device::Disable();
       a.RecoverFEMSolution(X, b, x);
 
       // 19. Send the solution by socket to a GLVis server.

examples/makefile

@@ -22,9 +22,9 @@ MFEM_LIB_FILE = mfem_is_not_built
 -include $(CONFIG_MK)
 
 SEQ_EXAMPLES = ex1 ex2 ex3 ex4 ex5 ex6 ex7 ex8 ex9 ex10 ex14 ex15 ex16 ex17\
-  ex18 ex19 ex20 ex22
+  ex18 ex19 ex20 ex21
 PAR_EXAMPLES = ex1p ex2p ex3p ex4p ex5p ex6p ex7p ex8p ex9p ex10p ex11p ex12p\
- ex13p ex14p ex15p ex16p ex17p ex18p ex19p ex20p ex22p
+ ex13p ex14p ex15p ex16p ex17p ex18p ex19p ex20p ex21p
 
 ifeq ($(MFEM_USE_MPI),NO)
    EXAMPLES = $(SEQ_EXAMPLES)
@@ -125,4 +125,4 @@ clean-exec:
 	@rm -f vortex-mesh.* vortex.mesh vortex-?-init.* vortex-?-final.*
 	@rm -f deformation.* pressure.*
 	@rm -f ex20.dat ex20p_?????.dat gnuplot_ex20.inp gnuplot_ex20p.inp
-	@rm -f ex22*.mesh ex22*.sol ex22p_*.*
+	@rm -f ex21*.mesh ex21*.sol ex21p_*.*

examples/petsc/ex10p.cpp

@@ -27,8 +27,11 @@
 //               method HyperelasticOperator::ImplicitSolve is the only
 //               requirement for high-order implicit (SDIRK) time integration.
 //               If using PETSc to solve the nonlinear problem, use the option
-//               file provided (rc_ex10p) that customizes the
-//               Newton-Krylov method.
+//               files provided (see rc_ex10p, rc_ex10p_mf, rc_ex10p_mfop) that
+//               customize the Newton-Krylov method.
+//               When option --jfnk is used, PETSc will use a Jacobian-free
+//               Newton-Krylov method, using a user-defined preconditioner
+//               constructed with the PetscPreconditionerFactory class.
 //
 //               We recommend viewing examples 2 and 9 before viewing this
 //               example.
@@ -86,12 +89,15 @@ protected:
    Solver *J_solver;
    /// Preconditioner for the Jacobian solve in the Newton method
    Solver *J_prec;
+   /// Preconditioner factory for JFNK
+   PetscPreconditionerFactory *J_factory;
 
    mutable Vector z; // auxiliary vector
 
 public:
    HyperelasticOperator(ParFiniteElementSpace &f, Array<int> &ess_bdr,
-                        double visc, double mu, double K, bool use_petsc);
+                        double visc, double mu, double K,
+                        bool use_petsc, bool petsc_use_jfnk);
 
    /// Compute the right-hand side of the ODE system.
    virtual void Mult(const Vector &vx, Vector &dvx_dt) const;
@@ -136,8 +142,21 @@ public:
    virtual Operator &GetGradient(const Vector &k) const;
 
    virtual ~ReducedSystemOperator();
+
 };
 
+/** Auxiliary class to provide preconditioners for matrix-free methods */
+class PreconditionerFactory : public PetscPreconditionerFactory
+{
+private:
+   // const ReducedSystemOperator& op; // unused for now (generates warning)
+
+public:
+   PreconditionerFactory(const ReducedSystemOperator& op_, const string& name_)
+      : PetscPreconditionerFactory(name_) /* , op(op_) */ {}
+   virtual mfem::Solver* NewPreconditioner(const mfem::OperatorHandle&);
+   virtual ~PreconditionerFactory() {}
+};
 
 /** Function representing the elastic energy density for the given hyperelastic
     model+deformation. Used in HyperelasticOperator::GetElasticEnergyDensity. */
@@ -187,6 +206,7 @@ int main(int argc, char *argv[])
    int vis_steps = 1;
    bool use_petsc = true;
    const char *petscrc_file = "";
+   bool petsc_use_jfnk = false;
 
    OptionsParser args(argc, argv);
    args.AddOption(&mesh_file, "-m", "--mesh",
@@ -221,6 +241,9 @@ int main(int argc, char *argv[])
                   "Use or not PETSc to solve the nonlinear system.");
    args.AddOption(&petscrc_file, "-petscopts", "--petscopts",
                   "PetscOptions file to use.");
+   args.AddOption(&petsc_use_jfnk, "-jfnk", "--jfnk", "-no-jfnk",
+                  "--no-jfnk",
+                  "Use JFNK with user-defined preconditioner factory.");
    args.Parse();
    if (!args.Good())
    {
@@ -344,7 +367,8 @@ int main(int argc, char *argv[])
    // 9. Initialize the hyperelastic operator, the GLVis visualization and print
    //    the initial energies.
    HyperelasticOperator *oper = new HyperelasticOperator(fespace, ess_bdr, visc,
-                                                         mu, K, use_petsc);
+                                                         mu, K, use_petsc,
+                                                         petsc_use_jfnk);
 
    socketstream vis_v, vis_w;
    if (visualization)
@@ -520,7 +544,7 @@ Operator &ReducedSystemOperator::GetGradient(const Vector &k) const
    add(*v, dt, k, w);
    add(*x, dt, w, z);
    localJ->Add(dt*dt, H->GetLocalGradient(z));
-   // if we are using PETSc, the HypreParCSR jacobian will be converted to
+   // if we are using PETSc, the HypreParCSR Jacobian will be converted to
    // PETSc's AIJ on the fly
    Jacobian = M->ParallelAssemble(localJ);
    delete localJ;
@@ -537,7 +561,8 @@ ReducedSystemOperator::~ReducedSystemOperator()
 
 HyperelasticOperator::HyperelasticOperator(ParFiniteElementSpace &f,
                                            Array<int> &ess_bdr, double visc,
-                                           double mu, double K, bool use_petsc)
+                                           double mu, double K, bool use_petsc,
+                                           bool use_petsc_factory)
    : TimeDependentOperator(2*f.TrueVSize(), 0.0), fespace(f),
      M(&fespace), S(&fespace), H(&fespace),
      viscosity(visc), M_solver(f.GetComm()),
@@ -590,6 +615,8 @@ HyperelasticOperator::HyperelasticOperator(ParFiniteElementSpace &f,
       J_minres->SetPreconditioner(*J_prec);
       J_solver = J_minres;
 
+      J_factory = NULL;
+
       newton_solver.iterative_mode = false;
       newton_solver.SetSolver(*J_solver);
       newton_solver.SetOperator(*reduced_oper);
@@ -600,12 +627,20 @@ HyperelasticOperator::HyperelasticOperator(ParFiniteElementSpace &f,
    }
    else
    {
-      // if using PETSc, we create the same solver (NEWTON+MINRES+Jacobi)
+      // if using PETSc, we create the same solver (Newton + MINRES + Jacobi)
       // by command line options (see rc_ex10p)
       J_solver = NULL;
       J_prec = NULL;
+      J_factory = NULL;
       pnewton_solver = new PetscNonlinearSolver(f.GetComm(),
                                                 *reduced_oper);
+
+      // we can setup a factory to construct a "physics-based" preconditioner
+      if (use_petsc_factory)
+      {
+         J_factory = new PreconditionerFactory(*reduced_oper, "JFNK preconditioner");
+         pnewton_solver->SetPreconditionerFactory(J_factory);
+      }
       pnewton_solver->SetPrintLevel(1); // print Newton iterations
       pnewton_solver->SetRelTol(rel_tol);
       pnewton_solver->SetAbsTol(0.0);
@@ -691,12 +726,26 @@ HyperelasticOperator::~HyperelasticOperator()
 {
    delete J_solver;
    delete J_prec;
+   delete J_factory;
    delete reduced_oper;
    delete model;
    delete Mmat;
    delete pnewton_solver;
 }
 
+// This method gets called every time we need a preconditioner "oh"
+// contains the PetscParMatrix that wraps the operator constructed in
+// the GetGradient() method (see also PetscSolver::SetJacobianType()).
+// In this example, we just return a customizable PetscPreconditioner
+// using that matrix. However, the OperatorHandle argument can be
+// ignored, and any "physics-based" solver can be constructed since we
+// have access to the HyperElasticOperator class.
+Solver* PreconditionerFactory::NewPreconditioner(const mfem::OperatorHandle& oh)
+{
+   PetscParMatrix *pP;
+   oh.Get(pP);
+   return new PetscPreconditioner(*pP,"jfnk_");
+}
 
 double ElasticEnergyCoefficient::Eval(ElementTransformation &T,
                                       const IntegrationPoint &ip)
@@ -710,8 +759,8 @@ double ElasticEnergyCoefficient::Eval(ElementTransformation &T,
 
 void InitialDeformation(const Vector &x, Vector &y)
 {
-   // set the initial configuration to be the same as the reference, stress
-   // free, configuration
+   // set the initial configuration to be the same as the reference,
+   // stress free, configuration
    y = x;
 }
 

examples/petsc/makefile

@@ -84,6 +84,10 @@ EX9_E_ARGS       := -m ../../data/periodic-hexagon.mesh --usepetsc --petscopts r
 EX9_ES_ARGS      := -m ../../data/periodic-hexagon.mesh --usepetsc --petscopts rc_ex9p_expl --no-step
 EX9_IS_ARGS      := -m ../../data/periodic-hexagon.mesh --usepetsc --petscopts rc_ex9p_impl --implicit -tf 0.5
 EX10_ARGS        := -m ../../data/beam-quad.mesh --usepetsc --petscopts rc_ex10p -tf 30 -s 3 -rs 2 -dt 3
+EX10_MF_ARGS     := -m ../../data/beam-quad.mesh --usepetsc --petscopts rc_ex10p_mf -tf 6 -s 3 -rs 0 -dt 3
+EX10_MFOP_ARGS   := -m ../../data/beam-quad.mesh --usepetsc --petscopts rc_ex10p_mfop -tf 6 -s 3 -rs 0 -dt 3
+EX10_JFNK_ARGS   := -m ../../data/beam-quad.mesh --usepetsc --petscopts rc_ex10p_jfnk --jfnk -tf 6 -s 3 -rs 0 -dt 3
+
 ex1p-test-par: ex1p
 	@$(call mfem-test,$<, $(RUN_MPI), $(TESTNAME),$(EX1_ARGS_W))
 	@$(call mfem-test,$<, $(RUN_MPI), $(TESTNAME),$(EX1_ARGS_P))
@@ -107,6 +111,9 @@ ex9p-test-par: ex9p
 	@$(call mfem-test,$<, $(RUN_MPI), $(TESTNAME),$(EX9_IS_ARGS))
 ex10p-test-par: ex10p
 	@$(call mfem-test,$<, $(RUN_MPI), $(TESTNAME),$(EX10_ARGS))
+	@$(call mfem-test,$<, $(RUN_MPI), $(TESTNAME),$(EX10_MF_ARGS))
+	@$(call mfem-test,$<, $(RUN_MPI), $(TESTNAME),$(EX10_MFOP_ARGS))
+	@$(call mfem-test,$<, $(RUN_MPI), $(TESTNAME),$(EX10_JFNK_ARGS))
 
 # Testing: "test" target and mfem-test* variables are defined in config/test.mk
 

examples/petsc/rc_ex10p_jfnk

@@ -0,0 +1,5 @@
+# matrix-free Jacobian action, preconditioner constructed using PetscPreconditionerFactory
+-snes_monitor
+-snes_mf_operator
+-ksp_type minres
+-jfnk_pc_type jacobi

examples/petsc/rc_ex10p_mf

@@ -0,0 +1,4 @@
+# matrix free -> no preconditioner
+-snes_monitor
+-snes_mf
+-ksp_type minres

examples/petsc/rc_ex10p_mfop

@@ -0,0 +1,5 @@
+# matrix-free Jacobian action, preconditioner constructed from the matrix obtained by the GetGradient() method
+-snes_monitor
+-snes_mf_operator
+-ksp_type minres
+-pc_type jacobi

fem/CMakeLists.txt

@@ -13,7 +13,8 @@ set(SRCS
   bilinearform.cpp
   bilinearform_ext.cpp
   bilininteg.cpp
-  bilininteg_ext.cpp
+  bilininteg_diffusion.cpp
+  bilininteg_mass.cpp
   coefficient.cpp
   datacollection.cpp
   eltrans.cpp
@@ -37,7 +38,6 @@ set(HDRS
   bilinearform.hpp
   bilinearform_ext.hpp
   bilininteg.hpp
-  bilininteg_ext.hpp
   coefficient.hpp
   datacollection.hpp
   eltrans.hpp

fem/bilinearform.cpp

@@ -55,7 +55,7 @@ void BilinearForm::AllocMat()
 
    int *I = dof_dof.GetI();
    int *J = dof_dof.GetJ();
-   double *data = mfem::New<double>(I[height]);
+   double *data = new double[I[height]];
 
    mat = new SparseMatrix(I, J, data, height, height, true, true, true);
    *mat = 0.0;
@@ -122,11 +122,7 @@ void BilinearForm::SetAssemblyLevel(AssemblyLevel assembly_level)
    switch (assembly)
    {
       case AssemblyLevel::FULL:
-         if (Device::IsEnabled())
-         {
-            mfem_error("Full assembly not supported yet in device mode!");
-            // ext = new FABilinearFormExtension(this);
-         }
+         // ext = new FABilinearFormExtension(this);
          // Use the original BilinearForm implementation for now
          break;
       case AssemblyLevel::ELEMENT:
@@ -344,11 +340,6 @@ void BilinearForm::AssembleBdrElementMatrix(
 
 void BilinearForm::Assemble(int skip_zeros)
 {
-   if (Device::IsEnabled() && (assembly != AssemblyLevel::PARTIAL))
-   {
-      mfem_error("Chosen assembly level not supported yet in device mode!");
-   }
-
    if (ext)
    {
       ext->Assemble();
@@ -588,14 +579,14 @@ void BilinearForm::FormLinearSystem(const Array<int> &ess_tdof_list, Vector &x,
                                     Vector &b, OperatorHandle &A, Vector &X,
                                     Vector &B, int copy_interior)
 {
+   const SparseMatrix *P = fes->GetConformingProlongation();
+
    if (ext)
    {
       ext->FormLinearSystem(ess_tdof_list, x, b, A, X, B, copy_interior);
       return;
    }
 
-   const SparseMatrix *P = fes->GetConformingProlongation();
-
    FormSystemMatrix(ess_tdof_list, A);
 
    // Transform the system and perform the elimination in B, based on the
@@ -621,8 +612,8 @@ void BilinearForm::FormLinearSystem(const Array<int> &ess_tdof_list, Vector &x,
       {
          // A, X and B point to the same data as mat, x and b
          EliminateVDofsInRHS(ess_tdof_list, x, b);
-         X.NewDataAndSize(x.GetData(), x.Size());
-         B.NewDataAndSize(b.GetData(), b.Size());
+         X.NewMemoryAndSize(x.GetMemory(), x.Size(), false);
+         B.NewMemoryAndSize(b.GetMemory(), b.Size(), false);
          if (!copy_interior) { X.SetSubVectorComplement(ess_tdof_list, 0.0); }
       }
    }
@@ -723,6 +714,10 @@ void BilinearForm::RecoverFEMSolution(const Vector &X,
       else
       {
          // X and x point to the same data
+
+         // If the validity flags of X's Memory were changed (e.g. if it was
+         // moved to device memory) then we need to tell x about that.
+         x.SyncMemory(X);
       }
    }
    else // non-conforming space
@@ -1202,7 +1197,7 @@ void MixedBilinearForm::ConformingAssemble()
 }
 
 void MixedBilinearForm::EliminateTrialDofs (
-   Array<int> &bdr_attr_is_ess, const Vector &sol, Vector &rhs )
+   const Array<int> &bdr_attr_is_ess, const Vector &sol, Vector &rhs )
 {
    int i, j, k;
    Array<int> tr_vdofs, cols_marker (trial_fes -> GetVSize());
@@ -1225,12 +1220,12 @@ void MixedBilinearForm::EliminateTrialDofs (
 }
 
 void MixedBilinearForm::EliminateEssentialBCFromTrialDofs (
-   Array<int> &marked_vdofs, const Vector &sol, Vector &rhs)
+   const Array<int> &marked_vdofs, const Vector &sol, Vector &rhs)
 {
    mat -> EliminateCols (marked_vdofs, &sol, &rhs);
 }
 
-void MixedBilinearForm::EliminateTestDofs (Array<int> &bdr_attr_is_ess)
+void MixedBilinearForm::EliminateTestDofs (const Array<int> &bdr_attr_is_ess)
 {
    int i, j, k;
    Array<int> te_vdofs;

fem/bilinearform.hpp

@@ -613,13 +613,13 @@ public:
        MixedBilinearForm becomes an operator on the conforming FE spaces. */
    void ConformingAssemble();
 
-   void EliminateTrialDofs(Array<int> &bdr_attr_is_ess,
+   void EliminateTrialDofs(const Array<int> &bdr_attr_is_ess,
                            const Vector &sol, Vector &rhs);
 
-   void EliminateEssentialBCFromTrialDofs(Array<int> &marked_vdofs,
+   void EliminateEssentialBCFromTrialDofs(const Array<int> &marked_vdofs,
                                           const Vector &sol, Vector &rhs);
 
-   virtual void EliminateTestDofs(Array<int> &bdr_attr_is_ess);
+   virtual void EliminateTestDofs(const Array<int> &bdr_attr_is_ess);
 
    void Update();
 

fem/bilinearform_ext.cpp

@@ -36,16 +36,18 @@ const Operator *BilinearFormExtension::GetRestriction() const
 
 
 // Data and methods for partially-assembled bilinear forms
-PABilinearFormExtension::PABilinearFormExtension(BilinearForm *form) :
-   BilinearFormExtension(form),
-   trialFes(a->FESpace()), testFes(a->FESpace()),
-   localX(trialFes->GetNE() * trialFes->GetFE(0)->GetDof() * trialFes->GetVDim()),
-   localY( testFes->GetNE() * testFes->GetFE(0)->GetDof() * testFes->GetVDim()),
-   elem_restrict(new ElemRestriction(*a->FESpace())) { }
-
-PABilinearFormExtension::~PABilinearFormExtension()
+PABilinearFormExtension::PABilinearFormExtension(BilinearForm *form)
+   : BilinearFormExtension(form),
+     trialFes(a->FESpace()), testFes(a->FESpace())
 {
-   delete elem_restrict;
+   elem_restrict_lex = trialFes->GetElementRestriction(
+                          ElementDofOrdering::LEXICOGRAPHIC);
+   if (elem_restrict_lex)
+   {
+      localX.SetSize(elem_restrict_lex->Height(), Device::GetMemoryType());
+      localY.SetSize(elem_restrict_lex->Height(), Device::GetMemoryType());
+      localY.UseDevice(true); // ensure 'localY = 0.0' is done on device
+   }
 }
 
 void PABilinearFormExtension::Assemble()
@@ -54,7 +56,7 @@ void PABilinearFormExtension::Assemble()
    const int integratorCount = integrators.Size();
    for (int i = 0; i < integratorCount; ++i)
    {
-      integrators[i]->Assemble(*a->FESpace());
+      integrators[i]->AssemblePA(*a->FESpace());
    }
 }
 
@@ -64,12 +66,13 @@ void PABilinearFormExtension::Update()
    height = width = fes->GetVSize();
    trialFes = fes;
    testFes = fes;
-   localX.SetSize(trialFes->GetNE() * trialFes->GetFE(0)->GetDof() *
-                  trialFes->GetVDim());
-   localY.SetSize(testFes->GetNE() * testFes->GetFE(0)->GetDof() *
-                  testFes->GetVDim());
-   delete elem_restrict;
-   elem_restrict = new ElemRestriction(*fes);
+   elem_restrict_lex = trialFes->GetElementRestriction(
+                          ElementDofOrdering::LEXICOGRAPHIC);
+   if (elem_restrict_lex)
+   {
+      localX.SetSize(elem_restrict_lex->Height());
+      localY.SetSize(elem_restrict_lex->Height());
+   }
 }
 
 void PABilinearFormExtension::FormSystemMatrix(const Array<int> &ess_tdof_list,
@@ -97,140 +100,52 @@ void PABilinearFormExtension::FormLinearSystem(const Array<int> &ess_tdof_list,
 void PABilinearFormExtension::Mult(const Vector &x, Vector &y) const
 {
    Array<BilinearFormIntegrator*> &integrators = *a->GetDBFI();
-   elem_restrict->Mult(x, localX);
-   localY = 0.0;
+
    const int iSz = integrators.Size();
-   for (int i = 0; i < iSz; ++i)
+   if (elem_restrict_lex)
    {
-      integrators[i]->MultAssembled(localX, localY);
+      elem_restrict_lex->Mult(x, localX);
+      localY = 0.0;
+      for (int i = 0; i < iSz; ++i)
+      {
+         integrators[i]->AddMultPA(localX, localY);
+      }
+      elem_restrict_lex->MultTranspose(localY, y);
+   }
+   else
+   {
+      y.UseDevice(true); // typically this is a large vector, so store on device
+      y = 0.0;
+      for (int i = 0; i < iSz; ++i)
+      {
+         integrators[i]->AddMultPA(x, y);
+      }
    }
-   elem_restrict->MultTranspose(localY, y);
 }
 
 void PABilinearFormExtension::MultTranspose(const Vector &x, Vector &y) const
 {
    Array<BilinearFormIntegrator*> &integrators = *a->GetDBFI();
-   elem_restrict->Mult(x, localX);
-   localY = 0.0;
    const int iSz = integrators.Size();
-   for (int i = 0; i < iSz; ++i)
+   if (elem_restrict_lex)
    {
-      integrators[i]->MultAssembledTranspose(localX, localY);
-   }
-   elem_restrict->MultTranspose(localY, y);
-}
-
-
-ElemRestriction::ElemRestriction(const FiniteElementSpace &f)
-   : fes(f),
-     ne(fes.GetNE()),
-     vdim(fes.GetVDim()),
-     byvdim(fes.GetOrdering() == Ordering::byVDIM),
-     ndofs(fes.GetNDofs()),
-     dof(fes.GetFE(0)->GetDof()),
-     nedofs(ne*dof),
-     offsets(ndofs+1),
-     indices(ne*dof)
-{
-   for (int e = 0; e < ne; ++e)
-   {
-      const FiniteElement *fe = fes.GetFE(e);
-      const TensorBasisElement* el =
-         dynamic_cast<const TensorBasisElement*>(fe);
-      if (el) { continue; }
-      mfem_error("Finite element not supported with partial assembly");
-   }
-   const FiniteElement *fe = fes.GetFE(0);
-   const TensorBasisElement* el = dynamic_cast<const TensorBasisElement*>(fe);
-   const Array<int> &dof_map = el->GetDofMap();
-   const bool dof_map_is_identity = (dof_map.Size()==0);
-   const Table& e2dTable = fes.GetElementToDofTable();
-   const int* elementMap = e2dTable.GetJ();
-   // We'll be keeping a count of how many local nodes point to its global dof
-   for (int i = 0; i <= ndofs; ++i)
-   {
-      offsets[i] = 0;
-   }
-   for (int e = 0; e < ne; ++e)
-   {
-      for (int d = 0; d < dof; ++d)
+      elem_restrict_lex->Mult(x, localX);
+      localY = 0.0;
+      for (int i = 0; i < iSz; ++i)
       {
-         const int gid = elementMap[dof*e + d];
-         ++offsets[gid + 1];
+         integrators[i]->AddMultTransposePA(localX, localY);
+      }
+      elem_restrict_lex->MultTranspose(localY, y);
+   }
+   else
+   {
+      y.UseDevice(true);
+      y = 0.0;
+      for (int i = 0; i < iSz; ++i)
+      {
+         integrators[i]->AddMultTransposePA(x, y);
       }
    }
-   // Aggregate to find offsets for each global dof
-   for (int i = 1; i <= ndofs; ++i)
-   {
-      offsets[i] += offsets[i - 1];
-   }
-   // For each global dof, fill in all local nodes that point   to it
-   for (int e = 0; e < ne; ++e)
-   {
-      for (int d = 0; d < dof; ++d)
-      {
-         const int did = dof_map_is_identity?d:dof_map[d];
-         const int gid = elementMap[dof*e + did];
-         const int lid = dof*e + d;
-         indices[offsets[gid]++] = lid;
-      }
-   }
-   // We shifted the offsets vector by 1 by using it as a counter
-   // Now we shift it back.
-   for (int i = ndofs; i > 0; --i)
-   {
-      offsets[i] = offsets[i - 1];
-   }
-   offsets[0] = 0;
-}
-
-void ElemRestriction::Mult(const Vector& x, Vector& y) const
-{
-   const int vd = vdim;
-   const bool t = byvdim;
-   const DeviceArray d_offsets(offsets, ndofs+1);
-   const DeviceArray d_indices(indices, nedofs);
-   const DeviceMatrix d_x(x, t?vd:ndofs, t?ndofs:vd);
-   DeviceMatrix d_y(y, t?vd:nedofs, t?nedofs:vd);
-   MFEM_FORALL(i, ndofs,
-   {
-      const int offset = d_offsets[i];
-      const int nextOffset = d_offsets[i+1];
-      for (int c = 0; c < vd; ++c)
-      {
-         const double dofValue = d_x(t?c:i,t?i:c);
-         for (int j = offset; j < nextOffset; ++j)
-         {
-            const int idx_j = d_indices[j];
-            d_y(t?c:idx_j,t?idx_j:c) = dofValue;
-         }
-      }
-   });
-}
-
-void ElemRestriction::MultTranspose(const Vector& x, Vector& y) const
-{
-   const int vd = vdim;
-   const bool t = byvdim;
-   const DeviceArray d_offsets(offsets, ndofs+1);
-   const DeviceArray d_indices(indices, nedofs);
-   const DeviceMatrix d_x(x, t?vd:nedofs, t?nedofs:vd);
-   DeviceMatrix d_y(y, t?vd:ndofs, t?ndofs:vd);
-   MFEM_FORALL(i, ndofs,
-   {
-      const int offset = d_offsets[i];
-      const int nextOffset = d_offsets[i + 1];
-      for (int c = 0; c < vd; ++c)
-      {
-         double dofValue = 0;
-         for (int j = offset; j < nextOffset; ++j)
-         {
-            const int idx_j = d_indices[j];
-            dofValue +=  d_x(t?c:idx_j,t?idx_j:c);
-         }
-         d_y(t?c:i,t?i:c) = dofValue;
-      }
-   });
 }
 
 } // namespace mfem

fem/bilinearform_ext.hpp

@@ -14,32 +14,16 @@
 
 #include "../config/config.hpp"
 #include "fespace.hpp"
+#include "../general/device.hpp"
 
 namespace mfem
 {
 
 class BilinearForm;
 
-/// Element restriction operator
-class ElemRestriction: public Operator
-{
-public:
-   const FiniteElementSpace &fes;
-   const int ne;
-   const int vdim;
-   const bool byvdim;
-   const int ndofs;
-   const int dof;
-   const int nedofs;
-   Array<int> offsets;
-   Array<int> indices;
-public:
-   ElemRestriction(const FiniteElementSpace&);
-   void Mult(const Vector &x, Vector &y) const;
-   void MultTranspose(const Vector &x, Vector &y) const;
-};
-
 
+/** @brief Class extending the BilinearForm class to support the different
+    AssemblyLevel%s. */
 class BilinearFormExtension : public Operator
 {
 protected:
@@ -48,6 +32,9 @@ protected:
 public:
    BilinearFormExtension(BilinearForm *form);
 
+   virtual MemoryClass GetMemoryClass() const
+   { return Device::GetMemoryClass(); }
+
    /// Get the finite element space prolongation matrix
    virtual const Operator *GetProlongation() const;
 
@@ -80,6 +67,7 @@ public:
                          int copy_interior = 0) {}
    void Mult(const Vector &x, Vector &y) const {}
    void MultTranspose(const Vector &x, Vector &y) const {}
+   void Update() {}
    ~FABilinearFormExtension() {}
 };
 
@@ -99,6 +87,7 @@ public:
                          int copy_interior = 0) {}
    void Mult(const Vector &x, Vector &y) const {}
    void MultTranspose(const Vector &x, Vector &y) const {}
+   void Update() {}
    ~EABilinearFormExtension() {}
 };
 
@@ -106,9 +95,9 @@ public:
 class PABilinearFormExtension : public BilinearFormExtension
 {
 protected:
-   const FiniteElementSpace *trialFes, *testFes;
+   const FiniteElementSpace *trialFes, *testFes; // Not owned
    mutable Vector localX, localY;
-   ElemRestriction *elem_restrict;
+   const Operator *elem_restrict_lex; // Not owned
 
 public:
    PABilinearFormExtension(BilinearForm*);
@@ -123,8 +112,6 @@ public:
    void Mult(const Vector &x, Vector &y) const;
    void MultTranspose(const Vector &x, Vector &y) const;
    void Update();
-
-   ~PABilinearFormExtension();
 };
 
 /// Data and methods for matrix-free bilinear forms
@@ -143,6 +130,7 @@ public:
                          int copy_interior = 0) {}
    void Mult(const Vector &x, Vector &y) const {}
    void MultTranspose(const Vector &x, Vector &y) const {}
+   void Update() {}
    ~MFBilinearFormExtension() {}
 };
 

fem/bilininteg.cpp

@@ -19,19 +19,20 @@ using namespace std;
 
 namespace mfem
 {
-void BilinearFormIntegrator::Assemble(const FiniteElementSpace&)
+
+void BilinearFormIntegrator::AssemblePA(const FiniteElementSpace&)
 {
    mfem_error ("BilinearFormIntegrator::Assemble (...)\n"
                "   is not implemented for this class.");
 }
 
-void BilinearFormIntegrator::MultAssembled(Vector&, Vector&)
+void BilinearFormIntegrator::AddMultPA(const Vector &, Vector &) const
 {
    mfem_error ("BilinearFormIntegrator::MultAssembled (...)\n"
                "   is not implemented for this class.");
 }
 
-void BilinearFormIntegrator::MultAssembledTranspose(Vector&, Vector&)
+void BilinearFormIntegrator::AddMultTransposePA(const Vector &, Vector &) const
 {
    mfem_error ("BilinearFormIntegrator::MultAssembledTranspose (...)\n"
                "   is not implemented for this class.");
@@ -378,6 +379,7 @@ void MixedScalarVectorIntegrator::AssembleElementMatrix2(
    }
 }
 
+
 void DiffusionIntegrator::AssembleElementMatrix
 ( const FiniteElement &el, ElementTransformation &Trans,
   DenseMatrix &elmat )
@@ -397,29 +399,7 @@ void DiffusionIntegrator::AssembleElementMatrix
 #endif
    elmat.SetSize(nd);
 
-   const IntegrationRule *ir = IntRule;
-   if (ir == NULL)
-   {
-      int order;
-      if (el.Space() == FunctionSpace::Pk)
-      {
-         order = 2*el.GetOrder() - 2;
-      }
-      else
-         // order = 2*el.GetOrder() - 2;  // <-- this seems to work fine too
-      {
-         order = 2*el.GetOrder() + dim - 1;
-      }
-
-      if (el.Space() == FunctionSpace::rQk)
-      {
-         ir = &RefinedIntRules.Get(el.GetGeomType(), order);
-      }
-      else
-      {
-         ir = &IntRules.Get(el.GetGeomType(), order);
-      }
-   }
+   const IntegrationRule *ir = IntRule ? IntRule : &GetRule(el, el);
 
    elmat = 0.0;
    for (int i = 0; i < ir->GetNPoints(); i++)
@@ -475,28 +455,7 @@ void DiffusionIntegrator::AssembleElementMatrix2(
 #endif
    elmat.SetSize(te_nd, tr_nd);
 
-   const IntegrationRule *ir = IntRule;
-   if (ir == NULL)
-   {
-      int order;
-      if (trial_fe.Space() == FunctionSpace::Pk)
-      {
-         order = trial_fe.GetOrder() + test_fe.GetOrder() - 2;
-      }
-      else
-      {
-         order = trial_fe.GetOrder() + test_fe.GetOrder() + dim - 1;
-      }
-
-      if (trial_fe.Space() == FunctionSpace::rQk)
-      {
-         ir = &RefinedIntRules.Get(trial_fe.GetGeomType(), order);
-      }
-      else
-      {
-         ir = &IntRules.Get(trial_fe.GetGeomType(), order);
-      }
-   }
+   const IntegrationRule *ir = IntRule ? IntRule : &GetRule(trial_fe, test_fe);
 
    elmat = 0.0;
    for (int i = 0; i < ir->GetNPoints(); i++)
@@ -551,29 +510,7 @@ void DiffusionIntegrator::AssembleElementVector(
 
    elvect.SetSize(nd);
 
-   const IntegrationRule *ir = IntRule;
-   if (ir == NULL)
-   {
-      int order;
-      if (el.Space() == FunctionSpace::Pk)
-      {
-         order = 2*el.GetOrder() - 2;
-      }
-      else
-         // order = 2*el.GetOrder() - 2;  // <-- this seems to work fine too
-      {
-         order = 2*el.GetOrder() + dim - 1;
-      }
-
-      if (el.Space() == FunctionSpace::rQk)
-      {
-         ir = &RefinedIntRules.Get(el.GetGeomType(), order);
-      }
-      else
-      {
-         ir = &IntRules.Get(el.GetGeomType(), order);
-      }
-   }
+   const IntegrationRule *ir = IntRule ? IntRule : &GetRule(el, el);
 
    elvect = 0.0;
    for (int i = 0; i < ir->GetNPoints(); i++)
@@ -733,6 +670,27 @@ double DiffusionIntegrator::ComputeFluxEnergy
    return energy;
 }
 
+const IntegrationRule &DiffusionIntegrator::GetRule(
+   const FiniteElement &trial_fe, const FiniteElement &test_fe)
+{
+   int order;
+   if (trial_fe.Space() == FunctionSpace::Pk)
+   {
+      order = trial_fe.GetOrder() + test_fe.GetOrder() - 2;
+   }
+   else
+   {
+      // order = 2*el.GetOrder() - 2;  // <-- this seems to work fine too
+      order = trial_fe.GetOrder() + test_fe.GetOrder() + trial_fe.GetDim() - 1;
+   }
+
+   if (trial_fe.Space() == FunctionSpace::rQk)
+   {
+      return RefinedIntRules.Get(trial_fe.GetGeomType(), order);
+   }
+   return IntRules.Get(trial_fe.GetGeomType(), order);
+}
+
 
 void MassIntegrator::AssembleElementMatrix
 ( const FiniteElement &el, ElementTransformation &Trans,
@@ -748,21 +706,7 @@ void MassIntegrator::AssembleElementMatrix
    elmat.SetSize(nd);
    shape.SetSize(nd);
 
-   const IntegrationRule *ir = IntRule;
-   if (ir == NULL)
-   {
-      // int order = 2 * el.GetOrder();
-      int order = 2 * el.GetOrder() + Trans.OrderW();
-
-      if (el.Space() == FunctionSpace::rQk)
-      {
-         ir = &RefinedIntRules.Get(el.GetGeomType(), order);
-      }
-      else
-      {
-         ir = &IntRules.Get(el.GetGeomType(), order);
-      }
-   }
+   const IntegrationRule *ir = IntRule ? IntRule : &GetRule(el, el, Trans);
 
    elmat = 0.0;
    for (int i = 0; i < ir->GetNPoints(); i++)
@@ -797,13 +741,8 @@ void MassIntegrator::AssembleElementMatrix2(
    shape.SetSize(tr_nd);
    te_shape.SetSize(te_nd);
 
-   const IntegrationRule *ir = IntRule;
-   if (ir == NULL)
-   {
-      int order = trial_fe.GetOrder() + test_fe.GetOrder() + Trans.OrderW();
-
-      ir = &IntRules.Get(trial_fe.GetGeomType(), order);
-   }
+   const IntegrationRule *ir = IntRule ? IntRule :
+                               &GetRule(trial_fe, test_fe, Trans);
 
    elmat = 0.0;
    for (int i = 0; i < ir->GetNPoints(); i++)
@@ -824,6 +763,20 @@ void MassIntegrator::AssembleElementMatrix2(
    }
 }
 
+const IntegrationRule &MassIntegrator::GetRule(const FiniteElement &trial_fe,
+                                               const FiniteElement &test_fe,
+                                               ElementTransformation &Trans)
+{
+   // int order = trial_fe.GetOrder() + test_fe.GetOrder();
+   const int order = trial_fe.GetOrder() + test_fe.GetOrder() + Trans.OrderW();
+
+   if (trial_fe.Space() == FunctionSpace::rQk)
+   {
+      return RefinedIntRules.Get(trial_fe.GetGeomType(), order);
+   }
+   return IntRules.Get(trial_fe.GetGeomType(), order);
+}
+
 
 void BoundaryMassIntegrator::AssembleFaceMatrix(
    const FiniteElement &el1, const FiniteElement &el2,
@@ -895,7 +848,7 @@ void ConvectionIntegrator::AssembleElementMatrix(
       ir = &IntRules.Get(el.GetGeomType(), order);
    }
 
-   Q.Eval(Q_ir, Trans, *ir);
+   Q->Eval(Q_ir, Trans, *ir);
 
    elmat = 0.0;
    for (int i = 0; i < ir->GetNPoints(); i++)
@@ -936,7 +889,7 @@ void GroupConvectionIntegrator::AssembleElementMatrix(
       ir = &IntRules.Get(el.GetGeomType(), order);
    }
 
-   Q.Eval(Q_nodal, Trans, el.GetNodes()); // sets the size of Q_nodal
+   Q->Eval(Q_nodal, Trans, el.GetNodes()); // sets the size of Q_nodal
 
    elmat = 0.0;
    for (int i = 0; i < ir->GetNPoints(); i++)
@@ -1417,7 +1370,7 @@ void DerivativeIntegrator::AssembleElementMatrix2 (
          dshapedxi(l) = dshapedxt(l,xi);
       }
 
-      shape *= Q.Eval(Trans,ip) * det * ip.weight;
+      shape *= Q->Eval(Trans,ip) * det * ip.weight;
       AddMultVWt (shape, dshapedxi, elmat);
    }
 }
@@ -3263,7 +3216,7 @@ ScalarProductInterpolator::AssembleElementMatrix2(const FiniteElement &dom_fe,
                                                   ElementTransformation &Trans,
                                                   DenseMatrix &elmat)
 {
-   internal::ShapeCoefficient dom_shape_coeff(Q, dom_fe);
+   internal::ShapeCoefficient dom_shape_coeff(*Q, dom_fe);
 
    elmat.SetSize(ran_fe.GetDof(),dom_fe.GetDof());
 
@@ -3298,7 +3251,7 @@ ScalarVectorProductInterpolator::AssembleElementMatrix2(
       }
    };
 
-   VShapeCoefficient dom_shape_coeff(Q, dom_fe, Trans.GetSpaceDim());
+   VShapeCoefficient dom_shape_coeff(*Q, dom_fe, Trans.GetSpaceDim());
 
    elmat.SetSize(ran_fe.GetDof(),dom_fe.GetDof());
 
@@ -3336,7 +3289,7 @@ VectorScalarProductInterpolator::AssembleElementMatrix2(
       }
    };
 
-   VecShapeCoefficient dom_shape_coeff(VQ, dom_fe);
+   VecShapeCoefficient dom_shape_coeff(*VQ, dom_fe);
 
    elmat.SetSize(ran_fe.GetDof(),dom_fe.GetDof());
 
@@ -3383,11 +3336,11 @@ VectorCrossProductInterpolator::AssembleElementMatrix2(
       }
    };
 
-   VCrossVShapeCoefficient dom_shape_coeff(VQ, dom_fe);
+   VCrossVShapeCoefficient dom_shape_coeff(*VQ, dom_fe);
 
    if (ran_fe.GetRangeType() == FiniteElement::SCALAR)
    {
-      elmat.SetSize(ran_fe.GetDof()*VQ.GetVDim(),dom_fe.GetDof());
+      elmat.SetSize(ran_fe.GetDof()*VQ->GetVDim(),dom_fe.GetDof());
    }
    else
    {
@@ -3436,7 +3389,7 @@ VectorInnerProductInterpolator::AssembleElementMatrix2(
    ElementTransformation &Trans,
    DenseMatrix &elmat)
 {
-   internal::VDotVShapeCoefficient dom_shape_coeff(VQ, dom_fe);
+   internal::VDotVShapeCoefficient dom_shape_coeff(*VQ, dom_fe);
 
    elmat.SetSize(ran_fe.GetDof(),dom_fe.GetDof());
 

fem/bilininteg.hpp

@@ -15,7 +15,6 @@
 #include "../config/config.hpp"
 #include "nonlininteg.hpp"
 #include "fespace.hpp"
-#include "bilininteg_ext.hpp"
 
 namespace mfem
 {
@@ -23,19 +22,45 @@ namespace mfem
 /// Abstract base class BilinearFormIntegrator
 class BilinearFormIntegrator : public NonlinearFormIntegrator
 {
-public:
-   BilinearFormIntegrator(const IntegrationRule *ir = NULL) :
-      NonlinearFormIntegrator(ir) { }
+protected:
+   BilinearFormIntegrator(const IntegrationRule *ir = NULL)
+      : NonlinearFormIntegrator(ir) { }
 
 public:
+   // TODO: add support for other assembly levels (in addition to PA) and their
+   // actions.
+
+   // TODO: for mixed meshes the quadrature rules to be used by methods like
+   // AssemblePA() can be given as a QuadratureSpace, e.g. using a new method:
+   // SetQuadratureSpace().
+
+   // TODO: the methods for the various assembly levels make sense even in the
+   // base class NonlinearFormIntegrator, except that not all assembly levels
+   // make sense for the action of the nonlinear operator (but they all make
+   // sense for its Jacobian).
+
    /// Method defining partial assembly.
-   virtual void Assemble(const FiniteElementSpace&);
+   /** The result of the partial assembly is stored internally so that it can be
+       used later in the methods AddMultPA() and AddMultTransposePA(). */
+   virtual void AssemblePA(const FiniteElementSpace &fes);
 
    /// Method for partially assembled action.
-   virtual void MultAssembled(Vector&, Vector&);
+   /** Perform the action of integrator on the input @a x and add the result to
+       the output @a y. Both @a x and @a y are E-vectors, i.e. they represent
+       the element-wise discontinuous version of the FE space.
+
+       This method can be called only after the method AssemblePA() has been
+       called. */
+   virtual void AddMultPA(const Vector &x, Vector &y) const;
 
    /// Method for partially assembled transposed action.
-   virtual void MultAssembledTranspose(Vector&, Vector&);
+   /** Perform the transpose action of integrator on the input @a x and add the
+       result to the output @a y. Both @a x and @a y are E-vectors, i.e. they
+       represent the element-wise discontinuous version of the FE space.
+
+       This method can be called only after the method AssemblePA() has been
+       called. */
+   virtual void AddMultTransposePA(const Vector &x, Vector &y) const;
 
    /// Given a particular Finite Element computes the element matrix elmat.
    virtual void AssembleElementMatrix(const FiniteElement &el,
@@ -284,10 +309,10 @@ protected:
                                       Vector & shape)
    { trial_fe.CalcPhysShape(Trans, shape); }
 
-private:
-
    Coefficient *Q;
 
+private:
+
 #ifndef MFEM_THREAD_SAFE
    Vector test_shape;
    Vector trial_shape;
@@ -358,13 +383,13 @@ protected:
                                       DenseMatrix & shape)
    { trial_fe.CalcVShape(Trans, shape); }
 
-private:
-
    Coefficient *Q;
    VectorCoefficient *VQ;
    VectorCoefficient *DQ;
    MatrixCoefficient *MQ;
 
+private:
+
 #ifndef MFEM_THREAD_SAFE
    Vector V;
    Vector D;
@@ -439,12 +464,12 @@ protected:
                                  Vector & shape)
    { scalar_fe.CalcPhysShape(Trans, shape); }
 
-private:
-
    VectorCoefficient *VQ;
    bool transpose;
    bool cross_2d;  // In 2D use a cross product rather than a dot product
 
+private:
+
 #ifndef MFEM_THREAD_SAFE
    Vector V;
    DenseMatrix vshape;
@@ -1637,27 +1662,34 @@ protected:
     can be a scalar or a matrix coefficient. */
 class DiffusionIntegrator: public BilinearFormIntegrator
 {
+protected:
+   Coefficient *Q;
+   MatrixCoefficient *MQ;
+
 private:
    Vector vec, pointflux, shape;
 #ifndef MFEM_THREAD_SAFE
    DenseMatrix dshape, dshapedxt, invdfdx, mq;
    DenseMatrix te_dshape, te_dshapedxt;
 #endif
-   Coefficient *Q;
-   MatrixCoefficient *MQ;
+
    // PA extension
-   DofToQuad *maps;
-   GeometryExtension *geom;
+   const DofToQuad *maps;         ///< Not owned
+   const GeometricFactors *geom;  ///< Not owned
    int dim, ne, dofs1D, quad1D;
+   Vector pa_data;
+
 public:
    /// Construct a diffusion integrator with coefficient Q = 1
    DiffusionIntegrator() { Q = NULL; MQ = NULL; maps = NULL; geom = NULL; }
 
    /// Construct a diffusion integrator with a scalar coefficient q
-   DiffusionIntegrator (Coefficient &q) : Q(&q) { MQ = NULL; maps = NULL; geom = NULL; }
+   DiffusionIntegrator(Coefficient &q)
+      : Q(&q) { MQ = NULL; maps = NULL; geom = NULL; }
 
    /// Construct a diffusion integrator with a matrix coefficient q
-   DiffusionIntegrator (MatrixCoefficient &q) : MQ(&q) { Q = NULL; maps = NULL; geom = NULL; }
+   DiffusionIntegrator(MatrixCoefficient &q)
+      : MQ(&q) { Q = NULL; maps = NULL; geom = NULL; }
 
    /** Given a particular Finite Element
        computes the element stiffness matrix elmat. */
@@ -1685,11 +1717,12 @@ public:
                                     ElementTransformation &Trans,
                                     Vector &flux, Vector *d_energy = NULL);
 
-   /// PA extension
-   virtual void Assemble(const FiniteElementSpace&);
-   virtual void MultAssembled(Vector&, Vector&);
+   virtual void AssemblePA(const FiniteElementSpace&);
 
-   virtual ~DiffusionIntegrator();
+   virtual void AddMultPA(const Vector&, Vector&) const;
+
+   static const IntegrationRule &GetRule(const FiniteElement &trial_fe,
+                                         const FiniteElement &test_fe);
 };
 
 /** Class for local mass matrix assembling a(u,v) := (Q u, v) */
@@ -1701,13 +1734,15 @@ protected:
 #endif
    Coefficient *Q;
    // PA extension
-   Vector vec;
-   DofToQuad *maps;
-   GeometryExtension *geom;
+   Vector pa_data;
+   const DofToQuad *maps;         ///< Not owned
+   const GeometricFactors *geom;  ///< Not owned
    int dim, ne, nq, dofs1D, quad1D;
+
 public:
    MassIntegrator(const IntegrationRule *ir = NULL)
       : BilinearFormIntegrator(ir) { Q = NULL; maps = NULL; geom = NULL; }
+
    /// Construct a mass integrator with coefficient q
    MassIntegrator(Coefficient &q, const IntegrationRule *ir = NULL)
       : BilinearFormIntegrator(ir), Q(&q) { maps = NULL; geom = NULL; }
@@ -1721,11 +1756,14 @@ public:
                                        const FiniteElement &test_fe,
                                        ElementTransformation &Trans,
                                        DenseMatrix &elmat);
-   /// PA extension
-   virtual void Assemble(const FiniteElementSpace&);
-   virtual void MultAssembled(Vector&, Vector&);
 
-   virtual ~MassIntegrator();
+   virtual void AssemblePA(const FiniteElementSpace&);
+
+   virtual void AddMultPA(const Vector&, Vector&) const;
+
+   static const IntegrationRule &GetRule(const FiniteElement &trial_fe,
+                                         const FiniteElement &test_fe,
+                                         ElementTransformation &Trans);
 };
 
 class BoundaryMassIntegrator : public MassIntegrator
@@ -1744,17 +1782,19 @@ public:
 /// alpha (q . grad u, v)
 class ConvectionIntegrator : public BilinearFormIntegrator
 {
+protected:
+   VectorCoefficient *Q;
+   double alpha;
+
 private:
 #ifndef MFEM_THREAD_SAFE
    DenseMatrix dshape, adjJ, Q_ir;
    Vector shape, vec2, BdFidxT;
 #endif
-   VectorCoefficient &Q;
-   double alpha;
 
 public:
    ConvectionIntegrator(VectorCoefficient &q, double a = 1.0)
-      : Q(q) { alpha = a; }
+      : Q(&q) { alpha = a; }
    virtual void AssembleElementMatrix(const FiniteElement &,
                                       ElementTransformation &,
                                       DenseMatrix &);
@@ -1763,15 +1803,17 @@ public:
 /// alpha (q . grad u, v) using the "group" FE discretization
 class GroupConvectionIntegrator : public BilinearFormIntegrator
 {
+protected:
+   VectorCoefficient *Q;
+   double alpha;
+
 private:
    DenseMatrix dshape, adjJ, Q_nodal, grad;
    Vector shape;
-   VectorCoefficient &Q;
-   double alpha;
 
 public:
    GroupConvectionIntegrator(VectorCoefficient &q, double a = 1.0)
-      : Q(q) { alpha = a; }
+      : Q(&q) { alpha = a; }
    virtual void AssembleElementMatrix(const FiniteElement &,
                                       ElementTransformation &,
                                       DenseMatrix &);
@@ -1787,16 +1829,17 @@ private:
    Vector shape, te_shape, vec;
    DenseMatrix partelmat;
    DenseMatrix mcoeff;
+   int Q_order;
+
+protected:
    Coefficient *Q;
    VectorCoefficient *VQ;
    MatrixCoefficient *MQ;
 
-   int Q_order;
-
 public:
    /// Construct an integrator with coefficient 1.0
    VectorMassIntegrator()
-      : vdim(-1), Q(NULL), VQ(NULL), MQ(NULL), Q_order(0) { }
+      : vdim(-1), Q_order(0), Q(NULL), VQ(NULL), MQ(NULL) { }
    /** Construct an integrator with scalar coefficient q.
        If possible, save memory by using a scalar integrator since
        the resulting matrix is block diagonal with the same diagonal
@@ -1835,11 +1878,14 @@ public:
     does NOT depend on the ElementTransformation Trans. */
 class VectorFEDivergenceIntegrator : public BilinearFormIntegrator
 {
-private:
+protected:
    Coefficient *Q;
+
+private:
 #ifndef MFEM_THREAD_SAFE
    Vector divshape, shape;
 #endif
+
 public:
    VectorFEDivergenceIntegrator() { Q = NULL; }
    VectorFEDivergenceIntegrator(Coefficient &q) { Q = &q; }
@@ -1857,14 +1903,17 @@ public:
     This is equivalent to a weak divergence of the Nedelec basis functions. */
 class VectorFEWeakDivergenceIntegrator: public BilinearFormIntegrator
 {
-private:
+protected:
    Coefficient *Q;
+
+private:
 #ifndef MFEM_THREAD_SAFE
    DenseMatrix dshape;
    DenseMatrix dshapedxt;
    DenseMatrix vshape;
    DenseMatrix invdfdx;
 #endif
+
 public:
    VectorFEWeakDivergenceIntegrator() { Q = NULL; }
    VectorFEWeakDivergenceIntegrator(Coefficient &q) { Q = &q; }
@@ -1881,13 +1930,16 @@ public:
     test spaces are switched, assembles the form (u, curl v). */
 class VectorFECurlIntegrator: public BilinearFormIntegrator
 {
-private:
+protected:
    Coefficient *Q;
+
+private:
 #ifndef MFEM_THREAD_SAFE
    DenseMatrix curlshapeTrial;
    DenseMatrix vshapeTest;
    DenseMatrix curlshapeTrial_dFT;
 #endif
+
 public:
    VectorFECurlIntegrator() { Q = NULL; }
    VectorFECurlIntegrator(Coefficient &q) { Q = &q; }
@@ -1900,17 +1952,19 @@ public:
                                        DenseMatrix &elmat);
 };
 
-
 /// Class for integrating (Q D_i(u), v); u and v are scalars
 class DerivativeIntegrator : public BilinearFormIntegrator
 {
+protected:
+   Coefficient* Q;
+
 private:
-   Coefficient & Q;
    int xi;
    DenseMatrix dshape, dshapedxt, invdfdx;
    Vector shape, dshapedxi;
+
 public:
-   DerivativeIntegrator(Coefficient &q, int i) : Q(q), xi(i) { }
+   DerivativeIntegrator(Coefficient &q, int i) : Q(&q), xi(i) { }
    virtual void AssembleElementMatrix(const FiniteElement &el,
                                       ElementTransformation &Trans,
                                       DenseMatrix &elmat)
@@ -1930,6 +1984,8 @@ private:
    DenseMatrix curlshape, curlshape_dFt, M;
    DenseMatrix vshape, projcurl;
 #endif
+
+protected:
    Coefficient *Q;
    MatrixCoefficient *MQ;
 
@@ -1963,6 +2019,8 @@ private:
 #ifndef MFEM_THREAD_SAFE
    DenseMatrix dshape_hat, dshape, curlshape, Jadj, grad_hat, grad;
 #endif
+
+protected:
    Coefficient *Q;
 
 public:
@@ -1984,9 +2042,6 @@ public:
 class VectorFEMassIntegrator: public BilinearFormIntegrator
 {
 private:
-   Coefficient *Q;
-   VectorCoefficient *VQ;
-   MatrixCoefficient *MQ;
    void Init(Coefficient *q, VectorCoefficient *vq, MatrixCoefficient *mq)
    { Q = q; VQ = vq; MQ = mq; }
 
@@ -1998,6 +2053,11 @@ private:
    DenseMatrix trial_vshape;
 #endif
 
+protected:
+   Coefficient *Q;
+   VectorCoefficient *VQ;
+   MatrixCoefficient *MQ;
+
 public:
    VectorFEMassIntegrator() { Init(NULL, NULL, NULL); }
    VectorFEMassIntegrator(Coefficient *_q) { Init(_q, NULL, NULL); }
@@ -2020,9 +2080,10 @@ public:
     scalar FE space; p is also in a (different) scalar FE space.  */
 class VectorDivergenceIntegrator : public BilinearFormIntegrator
 {
-private:
+protected:
    Coefficient *Q;
 
+private:
    Vector shape;
    Vector divshape;
    DenseMatrix dshape;
@@ -2043,9 +2104,10 @@ public:
 /// (Q div u, div v) for RT elements
 class DivDivIntegrator: public BilinearFormIntegrator
 {
-private:
+protected:
    Coefficient *Q;
 
+private:
 #ifndef MFEM_THREAD_SAFE
    Vector divshape;
 #endif
@@ -2067,9 +2129,10 @@ public:
     diffusion matrix in each diagonal block. */
 class VectorDiffusionIntegrator : public BilinearFormIntegrator
 {
-private:
+protected:
    Coefficient *Q;
 
+private:
    DenseMatrix Jinv;
    DenseMatrix dshape;
    DenseMatrix gshape;
@@ -2094,10 +2157,11 @@ public:
     using multiple copies of a scalar FE space. */
 class ElasticityIntegrator : public BilinearFormIntegrator
 {
-private:
+protected:
    double q_lambda, q_mu;
    Coefficient *lambda, *mu;
 
+private:
 #ifndef MFEM_THREAD_SAFE
    Vector shape;
    DenseMatrix dshape, gshape, pelmat;
@@ -2154,11 +2218,12 @@ public:
     points. */
 class DGTraceIntegrator : public BilinearFormIntegrator
 {
-private:
+protected:
    Coefficient *rho;
    VectorCoefficient *u;
    double alpha, beta;
 
+private:
    Vector shape1, shape2;
 
 public:
@@ -2445,7 +2510,7 @@ public:
 class ScalarProductInterpolator : public DiscreteInterpolator
 {
 public:
-   ScalarProductInterpolator(Coefficient & sc) : Q(sc) { }
+   ScalarProductInterpolator(Coefficient & sc) : Q(&sc) { }
 
    virtual void AssembleElementMatrix2(const FiniteElement &dom_fe,
                                        const FiniteElement &ran_fe,
@@ -2453,7 +2518,7 @@ public:
                                        DenseMatrix &elmat);
 
 protected:
-   Coefficient &Q;
+   Coefficient *Q;
 };
 
 /** Interpolator of a scalar coefficient multiplied by a vector field onto
@@ -2463,14 +2528,14 @@ class ScalarVectorProductInterpolator : public DiscreteInterpolator
 {
 public:
    ScalarVectorProductInterpolator(Coefficient & sc)
-      : Q(sc) { }
+      : Q(&sc) { }
 
    virtual void AssembleElementMatrix2(const FiniteElement &dom_fe,
                                        const FiniteElement &ran_fe,
                                        ElementTransformation &Trans,
                                        DenseMatrix &elmat);
 protected:
-   Coefficient &Q;
+   Coefficient *Q;
 };
 
 /** Interpolator of a vector coefficient multiplied by a scalar field onto
@@ -2480,14 +2545,14 @@ class VectorScalarProductInterpolator : public DiscreteInterpolator
 {
 public:
    VectorScalarProductInterpolator(VectorCoefficient & vc)
-      : VQ(vc) { }
+      : VQ(&vc) { }
 
    virtual void AssembleElementMatrix2(const FiniteElement &dom_fe,
                                        const FiniteElement &ran_fe,
                                        ElementTransformation &Trans,
                                        DenseMatrix &elmat);
 protected:
-   VectorCoefficient &VQ;
+   VectorCoefficient *VQ;
 };
 
 /** Interpolator of the cross product between a vector coefficient and an
@@ -2497,14 +2562,14 @@ class VectorCrossProductInterpolator : public DiscreteInterpolator
 {
 public:
    VectorCrossProductInterpolator(VectorCoefficient & vc)
-      : VQ(vc) { }
+      : VQ(&vc) { }
 
    virtual void AssembleElementMatrix2(const FiniteElement &nd_fe,
                                        const FiniteElement &rt_fe,
                                        ElementTransformation &Trans,
                                        DenseMatrix &elmat);
 protected:
-   VectorCoefficient &VQ;
+   VectorCoefficient *VQ;
 };
 
 /** Interpolator of the inner product between a vector coefficient and an
@@ -2513,14 +2578,14 @@ protected:
 class VectorInnerProductInterpolator : public DiscreteInterpolator
 {
 public:
-   VectorInnerProductInterpolator(VectorCoefficient & vc) : VQ(vc) { }
+   VectorInnerProductInterpolator(VectorCoefficient & vc) : VQ(&vc) { }
 
    virtual void AssembleElementMatrix2(const FiniteElement &rt_fe,
                                        const FiniteElement &l2_fe,
                                        ElementTransformation &Trans,
                                        DenseMatrix &elmat);
 protected:
-   VectorCoefficient &VQ;
+   VectorCoefficient *VQ;
 };
 
 }

fem/bilininteg_ext.hpp

@@ -1,80 +0,0 @@
-// Copyright (c) 2010, Lawrence Livermore National Security, LLC. Produced at
-// the Lawrence Livermore National Laboratory. LLNL-CODE-443211. All Rights
-// reserved. See file COPYRIGHT for details.
-//
-// This file is part of the MFEM library. For more information and source code
-// availability see http://mfem.org.
-//
-// MFEM is free software; you can redistribute it and/or modify it under the
-// terms of the GNU Lesser General Public License (as published by the Free
-// Software Foundation) version 2.1 dated February 1999.
-
-#ifndef MFEM_BILININTEG_EXT
-#define MFEM_BILININTEG_EXT
-
-#include "fespace.hpp"
-
-namespace mfem
-{
-
-/// GeometryExtension
-class GeometryExtension
-{
-public:
-   Array<int> eMap;
-   Array<double> nodes;
-   Array<double> X, J, invJ, detJ;
-   static GeometryExtension* Get(const FiniteElementSpace&,
-                                 const IntegrationRule&);
-   static GeometryExtension* Get(const FiniteElementSpace&,
-                                 const IntegrationRule&,
-                                 const Vector&);
-   static void ReorderByVDim(const GridFunction*);
-   static void ReorderByNodes(const GridFunction*);
-};
-
-/// DofToQuad
-class DofToQuad
-{
-private:
-   std::string hash;
-public:
-   ~DofToQuad();
-   void operator=(DofToQuad&);
-   void operator=(DofToQuad const&);
-public:
-   Array<double> W, B, G, Bt, Gt;
-public:
-   static DofToQuad* Get(const FiniteElementSpace&,
-                         const IntegrationRule&,
-                         const bool = false);
-   static DofToQuad* Get(const FiniteElementSpace&,
-                         const FiniteElementSpace&,
-                         const IntegrationRule&,
-                         const bool = false);
-   static DofToQuad* Get(const FiniteElement&,
-                         const FiniteElement&,
-                         const IntegrationRule&,
-                         const bool = false);
-   static DofToQuad* GetTensorMaps(const FiniteElement&,
-                                   const FiniteElement&,
-                                   const IntegrationRule&,
-                                   const bool = false);
-   static DofToQuad* GetD2QTensorMaps(const FiniteElement&,
-                                      const IntegrationRule&,
-                                      const bool = false);
-   static DofToQuad* GetSimplexMaps(const FiniteElement&,
-                                    const IntegrationRule&,
-                                    const bool = false);
-   static DofToQuad* GetSimplexMaps(const FiniteElement&,
-                                    const FiniteElement&,
-                                    const IntegrationRule&,
-                                    const bool = false);
-   static DofToQuad* GetD2QSimplexMaps(const FiniteElement&,
-                                       const IntegrationRule&,
-                                       const bool = false);
-};
-
-}
-
-#endif

fem/bilininteg_mass.cpp

@@ -0,0 +1,822 @@
+// Copyright (c) 2010, Lawrence Livermore National Security, LLC. Produced at
+// the Lawrence Livermore National Laboratory. LLNL-CODE-443211. All Rights
+// reserved. See file COPYRIGHT for details.
+//
+// This file is part of the MFEM library. For more information and source code
+// availability see http://mfem.org.
+//
+// MFEM is free software; you can redistribute it and/or modify it under the
+// terms of the GNU Lesser General Public License (as published by the Free
+// Software Foundation) version 2.1 dated February 1999.
+
+#include "../general/forall.hpp"
+#include "bilininteg.hpp"
+#include "gridfunc.hpp"
+
+using namespace std;
+
+namespace mfem
+{
+
+// PA Mass Integrator
+
+// PA Mass Assemble kernel
+void MassIntegrator::AssemblePA(const FiniteElementSpace &fes)
+{
+   // Assuming the same element type
+   Mesh *mesh = fes.GetMesh();
+   if (mesh->GetNE() == 0) { return; }
+   const FiniteElement &el = *fes.GetFE(0);
+   ElementTransformation *T = mesh->GetElementTransformation(0);
+   const IntegrationRule *ir = IntRule ? IntRule : &GetRule(el, el, *T);
+   dim = mesh->Dimension();
+   ne = fes.GetMesh()->GetNE();
+   nq = ir->GetNPoints();
+   geom = mesh->GetGeometricFactors(*ir, GeometricFactors::COORDINATES |
+                                    GeometricFactors::JACOBIANS);
+   maps = &el.GetDofToQuad(*ir, DofToQuad::TENSOR);
+   dofs1D = maps->ndof;
+   quad1D = maps->nqpt;
+   pa_data.SetSize(ne*nq, Device::GetMemoryType());
+   ConstantCoefficient *const_coeff = dynamic_cast<ConstantCoefficient*>(Q);
+   // TODO: other types of coefficients ...
+   if (dim==1) { MFEM_ABORT("Not supported yet... stay tuned!"); }
+   if (dim==2)
+   {
+      double constant = 0.0;
+      if (const_coeff)
+      {
+         constant = const_coeff->constant;
+      }
+      else
+      {
+         MFEM_ABORT("Coefficient type not supported");
+      }
+      const int NE = ne;
+      const int NQ = nq;
+      auto w = ir->GetWeights().Read();
+      auto J = Reshape(geom->J.Read(), NQ,2,2,NE);
+      auto v = Reshape(pa_data.Write(), NQ, NE);
+      MFEM_FORALL(e, NE,
+      {
+         for (int q = 0; q < NQ; ++q)
+         {
+            const double J11 = J(q,0,0,e);
+            const double J12 = J(q,1,0,e);
+            const double J21 = J(q,0,1,e);
+            const double J22 = J(q,1,1,e);
+            const double detJ = (J11*J22)-(J21*J12);
+            v(q,e) =  w[q] * constant * detJ;
+         }
+      });
+   }
+   if (dim==3)
+   {
+      double constant = 0.0;
+      if (const_coeff)
+      {
+         constant = const_coeff->constant;
+      }
+      else
+      {
+         MFEM_ABORT("Coefficient type not supported");
+      }
+      const int NE = ne;
+      const int NQ = nq;
+      auto W = ir->GetWeights().Read();
+      auto J = Reshape(geom->J.Read(), NQ,3,3,NE);
+      auto v = Reshape(pa_data.Write(), NQ,NE);
+      MFEM_FORALL(e, NE,
+      {
+         for (int q = 0; q < NQ; ++q)
+         {
+            const double J11 = J(q,0,0,e), J12 = J(q,0,1,e), J13 = J(q,0,2,e);
+            const double J21 = J(q,1,0,e), J22 = J(q,1,1,e), J23 = J(q,1,2,e);
+            const double J31 = J(q,2,0,e), J32 = J(q,2,1,e), J33 = J(q,2,2,e);
+            const double detJ = J11 * (J22 * J33 - J32 * J23) -
+            /* */               J21 * (J12 * J33 - J32 * J13) +
+            /* */               J31 * (J12 * J23 - J22 * J13);
+            v(q,e) = W[q] * constant * detJ;
+         }
+      });
+   }
+}
+
+#ifdef MFEM_USE_OCCA
+// OCCA PA Mass Apply 2D kernel
+static void OccaPAMassApply2D(const int D1D,
+                              const int Q1D,
+                              const int NE,
+                              const Array<double> &B,
+                              const Array<double> &Bt,
+                              const Vector &op,
+                              const Vector &x,
+                              Vector &y)
+{
+   occa::properties props;
+   props["defines/D1D"] = D1D;
+   props["defines/Q1D"] = Q1D;
+   const occa::memory o_B = OccaMemoryRead(B.GetMemory(), B.Size());
+   const occa::memory o_Bt = OccaMemoryRead(Bt.GetMemory(), Bt.Size());
+   const occa::memory o_op = OccaMemoryRead(op.GetMemory(), op.Size());
+   const occa::memory o_x = OccaMemoryRead(x.GetMemory(), x.Size());
+   occa::memory o_y = OccaMemoryReadWrite(y.GetMemory(), y.Size());
+   const occa_id_t id = std::make_pair(D1D,Q1D);
+   if (!Device::Allows(Backend::OCCA_CUDA))
+   {
+      static occa_kernel_t OccaMassApply2D_cpu;
+      if (OccaMassApply2D_cpu.find(id) == OccaMassApply2D_cpu.end())
+      {
+         const occa::kernel MassApply2D_CPU =
+            mfem::OccaDev().buildKernel("occa://mfem/fem/occa.okl",
+                                        "MassApply2D_CPU", props);
+         OccaMassApply2D_cpu.emplace(id, MassApply2D_CPU);
+      }
+      OccaMassApply2D_cpu.at(id)(NE, o_B, o_Bt, o_op, o_x, o_y);
+   }
+   else
+   {
+      static occa_kernel_t OccaMassApply2D_gpu;
+      if (OccaMassApply2D_gpu.find(id) == OccaMassApply2D_gpu.end())
+      {
+         const occa::kernel MassApply2D_GPU =
+            mfem::OccaDev().buildKernel("occa://mfem/fem/occa.okl",
+                                        "MassApply2D_GPU", props);
+         OccaMassApply2D_gpu.emplace(id, MassApply2D_GPU);
+      }
+      OccaMassApply2D_gpu.at(id)(NE, o_B, o_Bt, o_op, o_x, o_y);
+   }
+}
+
+// OCCA PA Mass Apply 3D kernel
+static void OccaPAMassApply3D(const int D1D,
+                              const int Q1D,
+                              const int NE,
+                              const Array<double> &B,
+                              const Array<double> &Bt,
+                              const Vector &op,
+                              const Vector &x,
+                              Vector &y)
+{
+   occa::properties props;
+   props["defines/D1D"] = D1D;
+   props["defines/Q1D"] = Q1D;
+   const occa::memory o_B = OccaMemoryRead(B.GetMemory(), B.Size());
+   const occa::memory o_Bt = OccaMemoryRead(Bt.GetMemory(), Bt.Size());
+   const occa::memory o_op = OccaMemoryRead(op.GetMemory(), op.Size());
+   const occa::memory o_x = OccaMemoryRead(x.GetMemory(), x.Size());
+   occa::memory o_y = OccaMemoryReadWrite(y.GetMemory(), y.Size());
+   const occa_id_t id = std::make_pair(D1D,Q1D);
+   if (!Device::Allows(Backend::OCCA_CUDA))
+   {
+      static occa_kernel_t OccaMassApply3D_cpu;
+      if (OccaMassApply3D_cpu.find(id) == OccaMassApply3D_cpu.end())
+      {
+         const occa::kernel MassApply3D_CPU =
+            mfem::OccaDev().buildKernel("occa://mfem/fem/occa.okl",
+                                        "MassApply3D_CPU", props);
+         OccaMassApply3D_cpu.emplace(id, MassApply3D_CPU);
+      }
+      OccaMassApply3D_cpu.at(id)(NE, o_B, o_Bt, o_op, o_x, o_y);
+   }
+   else
+   {
+      static occa_kernel_t OccaMassApply3D_gpu;
+      if (OccaMassApply3D_gpu.find(id) == OccaMassApply3D_gpu.end())
+      {
+         const occa::kernel MassApply3D_GPU =
+            mfem::OccaDev().buildKernel("occa://mfem/fem/occa.okl",
+                                        "MassApply3D_GPU", props);
+         OccaMassApply3D_gpu.emplace(id, MassApply3D_GPU);
+      }
+      OccaMassApply3D_gpu.at(id)(NE, o_B, o_Bt, o_op, o_x, o_y);
+   }
+}
+#endif // MFEM_USE_OCCA
+
+template<const int T_D1D = 0,
+         const int T_Q1D = 0>
+static void PAMassApply2D(const int NE,
+                          const Array<double> &_B,
+                          const Array<double> &_Bt,
+                          const Vector &_op,
+                          const Vector &_x,
+                          Vector &_y,
+                          const int d1d = 0,
+                          const int q1d = 0)
+{
+   const int D1D = T_D1D ? T_D1D : d1d;
+   const int Q1D = T_Q1D ? T_Q1D : q1d;
+   MFEM_VERIFY(D1D <= MAX_D1D, "");
+   MFEM_VERIFY(Q1D <= MAX_Q1D, "");
+   auto B = Reshape(_B.Read(), Q1D, D1D);
+   auto Bt = Reshape(_Bt.Read(), D1D, Q1D);
+   auto op = Reshape(_op.Read(), Q1D, Q1D, NE);
+   auto x = Reshape(_x.Read(), D1D, D1D, NE);
+   auto y = Reshape(_y.ReadWrite(), D1D, D1D, NE);
+   MFEM_FORALL(e, NE,
+   {
+      const int D1D = T_D1D ? T_D1D : d1d; // nvcc workaround
+      const int Q1D = T_Q1D ? T_Q1D : q1d;
+      // the following variables are evaluated at compile time
+      constexpr int max_D1D = T_D1D ? T_D1D : MAX_D1D;
+      constexpr int max_Q1D = T_Q1D ? T_Q1D : MAX_Q1D;
+      double sol_xy[max_Q1D][max_Q1D];
+      for (int qy = 0; qy < Q1D; ++qy)
+      {
+         for (int qx = 0; qx < Q1D; ++qx)
+         {
+            sol_xy[qy][qx] = 0.0;
+         }
+      }
+      for (int dy = 0; dy < D1D; ++dy)
+      {
+         double sol_x[max_Q1D];
+         for (int qy = 0; qy < Q1D; ++qy)
+         {
+            sol_x[qy] = 0.0;
+         }
+         for (int dx = 0; dx < D1D; ++dx)
+         {
+            const double s = x(dx,dy,e);
+            for (int qx = 0; qx < Q1D; ++qx)
+            {
+               sol_x[qx] += B(qx,dx)* s;
+            }
+         }
+         for (int qy = 0; qy < Q1D; ++qy)
+         {
+            const double d2q = B(qy,dy);
+            for (int qx = 0; qx < Q1D; ++qx)
+            {
+               sol_xy[qy][qx] += d2q * sol_x[qx];
+            }
+         }
+      }
+      for (int qy = 0; qy < Q1D; ++qy)
+      {
+         for (int qx = 0; qx < Q1D; ++qx)
+         {
+            sol_xy[qy][qx] *= op(qx,qy,e);
+         }
+      }
+      for (int qy = 0; qy < Q1D; ++qy)
+      {
+         double sol_x[max_D1D];
+         for (int dx = 0; dx < D1D; ++dx)
+         {
+            sol_x[dx] = 0.0;
+         }
+         for (int qx = 0; qx < Q1D; ++qx)
+         {
+            const double s = sol_xy[qy][qx];
+            for (int dx = 0; dx < D1D; ++dx)
+            {
+               sol_x[dx] += Bt(dx,qx) * s;
+            }
+         }
+         for (int dy = 0; dy < D1D; ++dy)
+         {
+            const double q2d = Bt(dy,qy);
+            for (int dx = 0; dx < D1D; ++dx)
+            {
+               y(dx,dy,e) += q2d * sol_x[dx];
+            }
+         }
+      }
+   });
+}
+
+template<const int T_D1D = 0,
+         const int T_Q1D = 0,
+         const int T_NBZ = 0>
+static void SmemPAMassApply2D(const int NE,
+                              const Array<double> &_b,
+                              const Array<double> &_bt,
+                              const Vector &_op,
+                              const Vector &_x,
+                              Vector &_y,
+                              const int d1d = 0,
+                              const int q1d = 0)
+{
+   const int D1D = T_D1D ? T_D1D : d1d;
+   const int Q1D = T_Q1D ? T_Q1D : q1d;
+   constexpr int NBZ = T_NBZ ? T_NBZ : 1;
+   constexpr int MQ1 = T_Q1D ? T_Q1D : MAX_Q1D;
+   constexpr int MD1 = T_D1D ? T_D1D : MAX_D1D;
+   MFEM_VERIFY(D1D <= MD1, "");
+   MFEM_VERIFY(Q1D <= MQ1, "");
+   auto b = Reshape(_b.Read(), Q1D, D1D);
+   auto op = Reshape(_op.Read(), Q1D, Q1D, NE);
+   auto x = Reshape(_x.Read(), D1D, D1D, NE);
+   auto y = Reshape(_y.ReadWrite(), D1D, D1D, NE);
+   MFEM_FORALL_2D(e, NE, Q1D, Q1D, NBZ,
+   {
+      const int tidz = MFEM_THREAD_ID(z);
+      const int D1D = T_D1D ? T_D1D : d1d;
+      const int Q1D = T_Q1D ? T_Q1D : q1d;
+      constexpr int NBZ = T_NBZ ? T_NBZ : 1;
+      constexpr int MQ1 = T_Q1D ? T_Q1D : MAX_Q1D;
+      constexpr int MD1 = T_D1D ? T_D1D : MAX_D1D;
+      constexpr int MDQ = (MQ1 > MD1) ? MQ1 : MD1;
+      MFEM_SHARED double BBt[MQ1*MD1];
+      double (*B)[MD1] = (double (*)[MD1]) BBt;
+      double (*Bt)[MQ1] = (double (*)[MQ1]) BBt;
+      MFEM_SHARED double sm0[NBZ][MDQ*MDQ];
+      MFEM_SHARED double sm1[NBZ][MDQ*MDQ];
+      double (*X)[MD1] = (double (*)[MD1]) (sm0 + tidz);
+      double (*DQ)[MQ1] = (double (*)[MQ1]) (sm1 + tidz);
+      double (*QQ)[MQ1] = (double (*)[MQ1]) (sm0 + tidz);
+      double (*QD)[MD1] = (double (*)[MD1]) (sm1 + tidz);
+      MFEM_FOREACH_THREAD(dy,y,D1D)
+      {
+         MFEM_FOREACH_THREAD(dx,x,D1D)
+         {
+            X[dy][dx] = x(dx,dy,e);
+         }
+      }
+      if (tidz == 0)
+      {
+         MFEM_FOREACH_THREAD(d,y,D1D)
+         {
+            MFEM_FOREACH_THREAD(q,x,Q1D)
+            {
+               B[q][d] = b(q,d);
+            }
+         }
+      }
+      MFEM_SYNC_THREAD;
+      MFEM_FOREACH_THREAD(dy,y,D1D)
+      {
+         MFEM_FOREACH_THREAD(qx,x,Q1D)
+         {
+            double dq = 0.0;
+            for (int dx = 0; dx < D1D; ++dx)
+            {
+               dq += X[dy][dx] * B[qx][dx];
+            }
+            DQ[dy][qx] = dq;
+         }
+      }
+      MFEM_SYNC_THREAD;
+      MFEM_FOREACH_THREAD(qy,y,Q1D)
+      {
+         MFEM_FOREACH_THREAD(qx,x,Q1D)
+         {
+            double qq = 0.0;
+            for (int dy = 0; dy < D1D; ++dy)
+            {
+               qq += DQ[dy][qx] * B[qy][dy];
+            }
+            QQ[qy][qx] = qq * op(qx, qy, e);
+         }
+      }
+      MFEM_SYNC_THREAD;
+      if (tidz == 0)
+      {
+         MFEM_FOREACH_THREAD(d,y,D1D)
+         {
+            MFEM_FOREACH_THREAD(q,x,Q1D)
+            {
+               Bt[d][q] = b(q,d);
+            }
+         }
+      }
+      MFEM_SYNC_THREAD;
+      MFEM_FOREACH_THREAD(qy,y,Q1D)
+      {
+         MFEM_FOREACH_THREAD(dx,x,D1D)
+         {
+            double dq = 0.0;
+            for (int qx = 0; qx < Q1D; ++qx)
+            {
+               dq += QQ[qy][qx] * Bt[dx][qx];
+            }
+            QD[qy][dx] = dq;
+         }
+      }
+      MFEM_SYNC_THREAD;
+      MFEM_FOREACH_THREAD(dy,y,D1D)
+      {
+         MFEM_FOREACH_THREAD(dx,x,D1D)
+         {
+            double dd = 0.0;
+            for (int qy = 0; qy < Q1D; ++qy)
+            {
+               dd += (QD[qy][dx] * Bt[dy][qy]);
+            }
+            y(dx, dy, e) += dd;
+         }
+      }
+   });
+}
+
+template<const int T_D1D = 0,
+         const int T_Q1D = 0>
+static void PAMassApply3D(const int NE,
+                          const Array<double> &_B,
+                          const Array<double> &_Bt,
+                          const Vector &_op,
+                          const Vector &_x,
+                          Vector &_y,
+                          const int d1d = 0,
+                          const int q1d = 0)
+{
+   const int D1D = T_D1D ? T_D1D : d1d;
+   const int Q1D = T_Q1D ? T_Q1D : q1d;
+   MFEM_VERIFY(D1D <= MAX_D1D, "");
+   MFEM_VERIFY(Q1D <= MAX_Q1D, "");
+   auto B = Reshape(_B.Read(), Q1D, D1D);
+   auto Bt = Reshape(_Bt.Read(), D1D, Q1D);
+   auto op = Reshape(_op.Read(), Q1D, Q1D, Q1D, NE);
+   auto x = Reshape(_x.Read(), D1D, D1D, D1D, NE);
+   auto y = Reshape(_y.ReadWrite(), D1D, D1D, D1D, NE);
+   MFEM_FORALL(e, NE,
+   {
+      const int D1D = T_D1D ? T_D1D : d1d;
+      const int Q1D = T_Q1D ? T_Q1D : q1d;
+      constexpr int max_D1D = T_D1D ? T_D1D : MAX_D1D;
+      constexpr int max_Q1D = T_Q1D ? T_Q1D : MAX_Q1D;
+      double sol_xyz[max_Q1D][max_Q1D][max_Q1D];
+      for (int qz = 0; qz < Q1D; ++qz)
+      {
+         for (int qy = 0; qy < Q1D; ++qy)
+         {
+            for (int qx = 0; qx < Q1D; ++qx)
+            {
+               sol_xyz[qz][qy][qx] = 0.0;
+            }
+         }
+      }
+      for (int dz = 0; dz < D1D; ++dz)
+      {
+         double sol_xy[max_Q1D][max_Q1D];
+         for (int qy = 0; qy < Q1D; ++qy)
+         {
+            for (int qx = 0; qx < Q1D; ++qx)
+            {
+               sol_xy[qy][qx] = 0.0;
+            }
+         }
+         for (int dy = 0; dy < D1D; ++dy)
+         {
+            double sol_x[max_Q1D];
+            for (int qx = 0; qx < Q1D; ++qx)
+            {
+               sol_x[qx] = 0;
+            }
+            for (int dx = 0; dx < D1D; ++dx)
+            {
+               const double s = x(dx,dy,dz,e);
+               for (int qx = 0; qx < Q1D; ++qx)
+               {
+                  sol_x[qx] += B(qx,dx) * s;
+               }
+            }
+            for (int qy = 0; qy < Q1D; ++qy)
+            {
+               const double wy = B(qy,dy);
+               for (int qx = 0; qx < Q1D; ++qx)
+               {
+                  sol_xy[qy][qx] += wy * sol_x[qx];
+               }
+            }
+         }
+         for (int qz = 0; qz < Q1D; ++qz)
+         {
+            const double wz = B(qz,dz);
+            for (int qy = 0; qy < Q1D; ++qy)
+            {
+               for (int qx = 0; qx < Q1D; ++qx)
+               {
+                  sol_xyz[qz][qy][qx] += wz * sol_xy[qy][qx];
+               }
+            }
+         }
+      }
+      for (int qz = 0; qz < Q1D; ++qz)
+      {
+         for (int qy = 0; qy < Q1D; ++qy)
+         {
+            for (int qx = 0; qx < Q1D; ++qx)
+            {
+               sol_xyz[qz][qy][qx] *= op(qx,qy,qz,e);
+            }
+         }
+      }
+      for (int qz = 0; qz < Q1D; ++qz)
+      {
+         double sol_xy[max_D1D][max_D1D];
+         for (int dy = 0; dy < D1D; ++dy)
+         {
+            for (int dx = 0; dx < D1D; ++dx)
+            {
+               sol_xy[dy][dx] = 0;
+            }
+         }
+         for (int qy = 0; qy < Q1D; ++qy)
+         {
+            double sol_x[max_D1D];
+            for (int dx = 0; dx < D1D; ++dx)
+            {
+               sol_x[dx] = 0;
+            }
+            for (int qx = 0; qx < Q1D; ++qx)
+            {
+               const double s = sol_xyz[qz][qy][qx];
+               for (int dx = 0; dx < D1D; ++dx)
+               {
+                  sol_x[dx] += Bt(dx,qx) * s;
+               }
+            }
+            for (int dy = 0; dy < D1D; ++dy)
+            {
+               const double wy = Bt(dy,qy);
+               for (int dx = 0; dx < D1D; ++dx)
+               {
+                  sol_xy[dy][dx] += wy * sol_x[dx];
+               }
+            }
+         }
+         for (int dz = 0; dz < D1D; ++dz)
+         {
+            const double wz = Bt(dz,qz);
+            for (int dy = 0; dy < D1D; ++dy)
+            {
+               for (int dx = 0; dx < D1D; ++dx)
+               {
+                  y(dx,dy,dz,e) += wz * sol_xy[dy][dx];
+               }
+            }
+         }
+      }
+   });
+}
+
+template<const int T_D1D = 0,
+         const int T_Q1D = 0>
+static void SmemPAMassApply3D(const int NE,
+                              const Array<double> &_b,
+                              const Array<double> &_bt,
+                              const Vector &_op,
+                              const Vector &_x,
+                              Vector &_y,
+                              const int d1d = 0,
+                              const int q1d = 0)
+{
+   const int D1D = T_D1D ? T_D1D : d1d;
+   const int Q1D = T_Q1D ? T_Q1D : q1d;
+   constexpr int M1Q = T_Q1D ? T_Q1D : MAX_Q1D;
+   constexpr int M1D = T_D1D ? T_D1D : MAX_D1D;
+   MFEM_VERIFY(D1D <= M1D, "");
+   MFEM_VERIFY(Q1D <= M1Q, "");
+   auto b = Reshape(_b.Read(), Q1D, D1D);
+   auto op = Reshape(_op.Read(), Q1D, Q1D, Q1D, NE);
+   auto x = Reshape(_x.Read(), D1D, D1D, D1D, NE);
+   auto y = Reshape(_y.ReadWrite(), D1D, D1D, D1D, NE);
+   MFEM_FORALL_3D(e, NE, Q1D, Q1D, Q1D,
+   {
+      const int tidz = MFEM_THREAD_ID(z);
+      const int D1D = T_D1D ? T_D1D : d1d;
+      const int Q1D = T_Q1D ? T_Q1D : q1d;
+      constexpr int MQ1 = T_Q1D ? T_Q1D : MAX_Q1D;
+      constexpr int MD1 = T_D1D ? T_D1D : MAX_D1D;
+      constexpr int MDQ = (MQ1 > MD1) ? MQ1 : MD1;
+      MFEM_SHARED double sDQ[MQ1*MD1];
+      double (*B)[MD1] = (double (*)[MD1]) sDQ;
+      double (*Bt)[MQ1] = (double (*)[MQ1]) sDQ;
+      MFEM_SHARED double sm0[MDQ*MDQ*MDQ];
+      MFEM_SHARED double sm1[MDQ*MDQ*MDQ];
+      double (*X)[MD1][MD1]   = (double (*)[MD1][MD1]) sm0;
+      double (*DDQ)[MD1][MQ1] = (double (*)[MD1][MQ1]) sm1;
+      double (*DQQ)[MQ1][MQ1] = (double (*)[MQ1][MQ1]) sm0;
+      double (*QQQ)[MQ1][MQ1] = (double (*)[MQ1][MQ1]) sm1;
+      double (*QQD)[MQ1][MD1] = (double (*)[MQ1][MD1]) sm0;
+      double (*QDD)[MD1][MD1] = (double (*)[MD1][MD1]) sm1;
+      MFEM_FOREACH_THREAD(dz,z,D1D)
+      {
+         MFEM_FOREACH_THREAD(dy,y,D1D)
+         {
+            MFEM_FOREACH_THREAD(dx,x,D1D)
+            {
+               X[dz][dy][dx] = x(dx,dy,dz,e);
+            }
+         }
+      }
+      if (tidz == 0)
+      {
+         MFEM_FOREACH_THREAD(d,y,D1D)
+         {
+            MFEM_FOREACH_THREAD(q,x,Q1D)
+            {
+               B[q][d] = b(q,d);
+            }
+         }
+      }
+      MFEM_SYNC_THREAD;
+      MFEM_FOREACH_THREAD(dz,z,D1D)
+      {
+         MFEM_FOREACH_THREAD(dy,y,D1D)
+         {
+            MFEM_FOREACH_THREAD(qx,x,Q1D)
+            {
+               double u = 0.0;
+               for (int dx = 0; dx < D1D; ++dx)
+               {
+                  u += X[dz][dy][dx] * B[qx][dx];
+               }
+               DDQ[dz][dy][qx] = u;
+            }
+         }
+      }
+      MFEM_SYNC_THREAD;
+      MFEM_FOREACH_THREAD(dz,z,D1D)
+      {
+         MFEM_FOREACH_THREAD(qy,y,Q1D)
+         {
+            MFEM_FOREACH_THREAD(qx,x,Q1D)
+            {
+               double u = 0.0;
+               for (int dy = 0; dy < D1D; ++dy)
+               {
+                  u += DDQ[dz][dy][qx] * B[qy][dy];
+               }
+               DQQ[dz][qy][qx] = u;
+            }
+         }
+      }
+      MFEM_SYNC_THREAD;
+      MFEM_FOREACH_THREAD(qz,z,Q1D)
+      {
+         MFEM_FOREACH_THREAD(qy,y,Q1D)
+         {
+            MFEM_FOREACH_THREAD(qx,x,Q1D)
+            {
+               double u = 0.0;
+               for (int dz = 0; dz < D1D; ++dz)
+               {
+                  u += DQQ[dz][qy][qx] * B[qz][dz];
+               }
+               QQQ[qz][qy][qx] = u * op(qx,qy,qz,e);
+            }
+         }
+      }
+      MFEM_SYNC_THREAD;
+      if (tidz == 0)
+      {
+         MFEM_FOREACH_THREAD(d,y,D1D)
+         {
+            MFEM_FOREACH_THREAD(q,x,Q1D)
+            {
+               Bt[d][q] = b(q,d);
+            }
+         }
+      }
+      MFEM_SYNC_THREAD;
+      MFEM_FOREACH_THREAD(qz,z,Q1D)
+      {
+         MFEM_FOREACH_THREAD(qy,y,Q1D)
+         {
+            MFEM_FOREACH_THREAD(dx,x,D1D)
+            {
+               double u = 0.0;
+               for (int qx = 0; qx < Q1D; ++qx)
+               {
+                  u += QQQ[qz][qy][qx] * Bt[dx][qx];
+               }
+               QQD[qz][qy][dx] = u;
+            }
+         }
+      }
+      MFEM_SYNC_THREAD;
+      MFEM_FOREACH_THREAD(qz,z,Q1D)
+      {
+         MFEM_FOREACH_THREAD(dy,y,D1D)
+         {
+            MFEM_FOREACH_THREAD(dx,x,D1D)
+            {
+               double u = 0.0;
+               for (int qy = 0; qy < Q1D; ++qy)
+               {
+                  u += QQD[qz][qy][dx] * Bt[dy][qy];
+               }
+               QDD[qz][dy][dx] = u;
+            }
+         }
+      }
+      MFEM_SYNC_THREAD;
+      MFEM_FOREACH_THREAD(dz,z,D1D)
+      {
+         MFEM_FOREACH_THREAD(dy,y,D1D)
+         {
+            MFEM_FOREACH_THREAD(dx,x,D1D)
+            {
+               double u = 0.0;
+               for (int qz = 0; qz < Q1D; ++qz)
+               {
+                  u += QDD[qz][dy][dx] * Bt[dz][qz];
+               }
+               y(dx,dy,dz,e) += u;
+            }
+         }
+      }
+   });
+}
+
+static void PAMassApply(const int dim,
+                        const int D1D,
+                        const int Q1D,
+                        const int NE,
+                        const Array<double> &B,
+                        const Array<double> &Bt,
+                        const Vector &op,
+                        const Vector &x,
+                        Vector &y)
+{
+#ifdef MFEM_USE_OCCA
+   if (DeviceCanUseOcca())
+   {
+      if (dim == 2)
+      {
+         OccaPAMassApply2D(D1D, Q1D, NE, B, Bt, op, x, y);
+         return;
+      }
+      if (dim == 3)
+      {
+         OccaPAMassApply3D(D1D, Q1D, NE, B, Bt, op, x, y);
+         return;
+      }
+      MFEM_ABORT("OCCA PA Mass Apply unknown kernel!");
+   }
+#endif // MFEM_USE_OCCA
+
+   if (Device::Allows(Backend::RAJA_CUDA))
+   {
+      if (dim == 2)
+      {
+         switch ((D1D << 4 ) | Q1D)
+         {
+            case 0x22: return PAMassApply2D<2,2>(NE, B, Bt, op, x, y);
+            case 0x33: return PAMassApply2D<3,3>(NE, B, Bt, op, x, y);
+            case 0x44: return PAMassApply2D<4,4>(NE, B, Bt, op, x, y);
+            case 0x55: return PAMassApply2D<5,5>(NE, B, Bt, op, x, y);
+            case 0x66: return PAMassApply2D<6,6>(NE, B, Bt, op, x, y);
+            case 0x77: return PAMassApply2D<7,7>(NE, B, Bt, op, x, y);
+            case 0x88: return PAMassApply2D<8,8>(NE, B, Bt, op, x, y);
+            case 0x99: return PAMassApply2D<9,9>(NE, B, Bt, op, x, y);
+            default:   return PAMassApply2D(NE, B, Bt, op, x, y, D1D, Q1D);
+         }
+      }
+      if (dim == 3)
+      {
+         switch ((D1D << 4 ) | Q1D)
+         {
+            case 0x23: return PAMassApply3D<2,3>(NE, B, Bt, op, x, y);
+            case 0x34: return PAMassApply3D<3,4>(NE, B, Bt, op, x, y);
+            case 0x45: return PAMassApply3D<4,5>(NE, B, Bt, op, x, y);
+            case 0x56: return PAMassApply3D<5,6>(NE, B, Bt, op, x, y);
+            case 0x67: return PAMassApply3D<6,7>(NE, B, Bt, op, x, y);
+            case 0x78: return PAMassApply3D<7,8>(NE, B, Bt, op, x, y);
+            case 0x89: return PAMassApply3D<8,9>(NE, B, Bt, op, x, y);
+            default:   return PAMassApply3D(NE, B, Bt, op, x, y, D1D, Q1D);
+         }
+      }
+   }
+   else if (dim == 2)
+   {
+      switch ((D1D << 4 ) | Q1D)
+      {
+         case 0x22: return SmemPAMassApply2D<2,2,16>(NE, B, Bt, op, x, y);
+         case 0x33: return SmemPAMassApply2D<3,3,16>(NE, B, Bt, op, x, y);
+         case 0x44: return SmemPAMassApply2D<4,4,8>(NE, B, Bt, op, x, y);
+         case 0x55: return SmemPAMassApply2D<5,5,8>(NE, B, Bt, op, x, y);
+         case 0x66: return SmemPAMassApply2D<6,6,4>(NE, B, Bt, op, x, y);
+         case 0x77: return SmemPAMassApply2D<7,7,4>(NE, B, Bt, op, x, y);
+         case 0x88: return SmemPAMassApply2D<8,8,2>(NE, B, Bt, op, x, y);
+         case 0x99: return SmemPAMassApply2D<9,9,2>(NE, B, Bt, op, x, y);
+         default:   return PAMassApply2D(NE, B, Bt, op, x, y, D1D, Q1D);
+      }
+   }
+   else if (dim == 3)
+   {
+      switch ((D1D << 4 ) | Q1D)
+      {
+         case 0x23: return SmemPAMassApply3D<2,3>(NE, B, Bt, op, x, y);
+         case 0x34: return SmemPAMassApply3D<3,4>(NE, B, Bt, op, x, y);
+         case 0x45: return SmemPAMassApply3D<4,5>(NE, B, Bt, op, x, y);
+         case 0x56: return SmemPAMassApply3D<5,6>(NE, B, Bt, op, x, y);
+         case 0x67: return SmemPAMassApply3D<6,7>(NE, B, Bt, op, x, y);
+         case 0x78: return SmemPAMassApply3D<7,8>(NE, B, Bt, op, x, y);
+         case 0x89: return SmemPAMassApply3D<8,9>(NE, B, Bt, op, x, y);
+         default:   return PAMassApply3D(NE, B, Bt, op, x, y, D1D, Q1D);
+      }
+   }
+   MFEM_ABORT("Unknown kernel.");
+}
+
+void MassIntegrator::AddMultPA(const Vector &x, Vector &y) const
+{
+   PAMassApply(dim, dofs1D, quad1D, ne, maps->B, maps->Bt, pa_data, x, y);
+}
+
+} // namespace mfem

fem/coefficient.cpp

@@ -28,11 +28,6 @@ double PWConstCoefficient::Eval(ElementTransformation & T,
    return (constants(att-1));
 }
 
-DeviceFunctionCoefficientPtr FunctionCoefficient::GetDeviceFunction()
-{
-   return DeviceFunction;
-}
-
 double FunctionCoefficient::Eval(ElementTransformation & T,
                                  const IntegrationPoint & ip)
 {
@@ -45,10 +40,6 @@ double FunctionCoefficient::Eval(ElementTransformation & T,
    {
       return ((*Function)(transip));
    }
-   else if (DeviceFunction)
-   {
-      return ((*DeviceFunction)(Vector3(x)));
-   }
    else
    {
       return (*TDFunction)(transip, GetTime());
@@ -134,19 +125,27 @@ void VectorFunctionCoefficient::Eval(Vector &V, ElementTransformation &T,
 }
 
 VectorArrayCoefficient::VectorArrayCoefficient (int dim)
-   : VectorCoefficient(dim), Coeff(dim)
+   : VectorCoefficient(dim), Coeff(dim), ownCoeff(dim)
 {
    for (int i = 0; i < dim; i++)
    {
       Coeff[i] = NULL;
+      ownCoeff[i] = true;
    }
 }
 
+void VectorArrayCoefficient::Set(int i, Coefficient *c, bool own)
+{
+   if (ownCoeff[i]) { delete Coeff[i]; }
+   Coeff[i] = c;
+   ownCoeff[i] = own;
+}
+
 VectorArrayCoefficient::~VectorArrayCoefficient()
 {
    for (int i = 0; i < vdim; i++)
    {
-      delete Coeff[i];
+      if (ownCoeff[i]) { delete Coeff[i]; }
    }
 }
 
@@ -318,17 +317,26 @@ MatrixArrayCoefficient::MatrixArrayCoefficient (int dim)
    : MatrixCoefficient (dim)
 {
    Coeff.SetSize(height*width);
+   ownCoeff.SetSize(height*width);
    for (int i = 0; i < (height*width); i++)
    {
       Coeff[i] = NULL;
+      ownCoeff[i] = true;
    }
 }
 
+void MatrixArrayCoefficient::Set(int i, int j, Coefficient * c, bool own)
+{
+   if (ownCoeff[i*width+j]) { delete Coeff[i*width+j]; }
+   Coeff[i*width+j] = c;
+   ownCoeff[i*width+j] = own;
+}
+
 MatrixArrayCoefficient::~MatrixArrayCoefficient ()
 {
    for (int i=0; i < height*width; i++)
    {
-      delete Coeff[i];
+      if (ownCoeff[i]) { delete Coeff[i]; }
    }
 }
 

fem/coefficient.hpp

@@ -112,7 +112,6 @@ public:
                        const IntegrationPoint &ip);
 };
 
-typedef double (*DeviceFunctionCoefficientPtr)(const Vector3&);
 
 /// class for C-function coefficient
 class FunctionCoefficient : public Coefficient
@@ -120,7 +119,6 @@ class FunctionCoefficient : public Coefficient
 protected:
    double (*Function)(const Vector &);
    double (*TDFunction)(const Vector &, double);
-   double (*DeviceFunction)(const Vector3&);
 
 public:
    /// Define a time-independent coefficient from a C-function
@@ -128,7 +126,6 @@ public:
    {
       Function = f;
       TDFunction = NULL;
-      DeviceFunction = NULL;
    }
 
    /// Define a time-dependent coefficient from a C-function
@@ -136,16 +133,6 @@ public:
    {
       Function = NULL;
       TDFunction = tdf;
-      DeviceFunction = NULL;
-   }
-
-   /// Define a time-independent coefficient from a C-function using
-   /// Vector3 instead of a Vector.
-   FunctionCoefficient(double (*df)(const Vector3 &))
-   {
-      Function = NULL;
-      TDFunction = NULL;
-      DeviceFunction = df;
    }
 
    /// (DEPRECATED) Define a time-independent coefficient from a C-function
@@ -155,7 +142,6 @@ public:
    {
       Function = reinterpret_cast<double(*)(const Vector&)>(f);
       TDFunction = NULL;
-      DeviceFunction = NULL;
    }
 
    /// (DEPRECATED) Define a time-dependent coefficient from a C-function
@@ -165,17 +151,11 @@ public:
    {
       Function = NULL;
       TDFunction = reinterpret_cast<double(*)(const Vector&,double)>(tdf);
-      DeviceFunction = NULL;
    }
 
    /// Evaluate coefficient
    virtual double Eval(ElementTransformation &T,
                        const IntegrationPoint &ip);
-
-   /// Return the coefficient's C-function that uses Vector3.
-   /// Warning: for now, the returned function can only be used on the
-   /// host inside a MFEM_FORALL.
-   DeviceFunctionCoefficientPtr GetDeviceFunction();
 };
 
 class GridFunction;
@@ -389,6 +369,7 @@ class VectorArrayCoefficient : public VectorCoefficient
 {
 private:
    Array<Coefficient*> Coeff;
+   Array<bool> ownCoeff;
 
 public:
    /// Construct vector of dim coefficients.
@@ -400,7 +381,7 @@ public:
    Coefficient **GetCoeffs() { return Coeff; }
 
    /// Sets coefficient in the vector.
-   void Set(int i, Coefficient *c) { delete Coeff[i]; Coeff[i] = c; }
+   void Set(int i, Coefficient *c, bool own=true);
 
    /// Evaluates i'th component of the vector.
    double Eval(int i, ElementTransformation &T, const IntegrationPoint &ip)
@@ -520,9 +501,13 @@ public:
    void SetDeltaCoefficient(const DeltaCoefficient& _d) { d = _d; }
    /// Return the associated scalar DeltaCoefficient.
    DeltaCoefficient& GetDeltaCoefficient() { return d; }
+
+   void SetScale(double s) { d.SetScale(s); }
    void SetDirection(const Vector& _d);
 
+   void SetDeltaCenter(const Vector& center) { d.SetDeltaCenter(center); }
    void GetDeltaCenter(Vector& center) { d.GetDeltaCenter(center); }
+
    /** @brief Return the specified direction vector multiplied by the value
        returned by DeltaCoefficient::EvalDelta() of the associated scalar
        DeltaCoefficient. */
@@ -648,6 +633,7 @@ class MatrixArrayCoefficient : public MatrixCoefficient
 {
 private:
    Array<Coefficient *> Coeff;
+   Array<bool> ownCoeff;
 
 public:
 
@@ -655,7 +641,7 @@ public:
 
    Coefficient* GetCoeff (int i, int j) { return Coeff[i*width+j]; }
 
-   void Set(int i, int j, Coefficient * c) { delete Coeff[i*width+j]; Coeff[i*width+j] = c; }
+   void Set(int i, int j, Coefficient * c, bool own=true);
 
    double Eval(int i, int j, ElementTransformation &T, const IntegrationPoint &ip)
    { return Coeff[i*width+j] ? Coeff[i*width+j] -> Eval(T, ip, GetTime()) : 0.0; }

fem/datacollection.cpp

@@ -108,6 +108,7 @@ DataCollection::DataCollection(const std::string& collection_name, Mesh *mesh_)
    precision = precision_default;
    pad_digits_cycle = pad_digits_rank = pad_digits_default;
    format = SERIAL_FORMAT; // use serial mesh format
+   compression = false;
    error = NO_ERROR;
 }
 
@@ -161,6 +162,14 @@ void DataCollection::SetFormat(int fmt)
    format = fmt;
 }
 
+void DataCollection::SetCompression(bool comp)
+{
+   compression = comp;
+#ifdef MFEM_USE_GZSTREAM
+   MFEM_ASSERT(!compression, "GZStream not enabled in MFEM build.");
+#endif
+}
+
 void DataCollection::SetPrefixPath(const std::string& prefix)
 {
    if (!prefix.empty())
@@ -219,7 +228,8 @@ void DataCollection::SaveMesh()
    }
 
    std::string mesh_name = GetMeshFileName();
-   std::ofstream mesh_file(mesh_name.c_str());
+   const char *mode = (compression) ? "zwb6" : "w";
+   ofgzstream mesh_file(mesh_name.c_str(), mode);
    mesh_file.precision(precision);
 #ifdef MFEM_USE_MPI
    const ParMesh *pmesh = dynamic_cast<const ParMesh*>(mesh);
@@ -267,7 +277,9 @@ const
 
 void DataCollection::SaveOneField(const FieldMapIterator &it)
 {
-   std::ofstream field_file(GetFieldFileName(it->first).c_str());
+   const char *mode = (compression) ? "zwb6" : "w";
+   ofgzstream field_file(GetFieldFileName(it->first).c_str(), mode);
+
    field_file.precision(precision);
    (it->second)->Save(field_file);
    if (!field_file)
@@ -279,7 +291,8 @@ void DataCollection::SaveOneField(const FieldMapIterator &it)
 
 void DataCollection::SaveOneQField(const QFieldMapIterator &it)
 {
-   std::ofstream q_field_file(GetFieldFileName(it->first).c_str());
+   const char *mode = (compression) ? "zwb6" : "w";
+   ofgzstream q_field_file(GetFieldFileName(it->first).c_str(), mode);
    q_field_file.precision(precision);
    (it->second)->Save(q_field_file);
    if (!q_field_file)
@@ -576,7 +589,7 @@ void VisItDataCollection::LoadFields()
         it != field_info_map.end(); ++it)
    {
       std::string fname = path_left + it->first + path_right;
-      std::ifstream file(fname.c_str());
+      ifgzstream file(fname.c_str());
       // TODO: in parallel, check for errors on all processors
       if (!file)
       {

fem/datacollection.hpp

@@ -205,6 +205,7 @@ protected:
 
    /// Output mesh format: see the #Format enumeration
    int format;
+   bool compression;
 
    /// Should the collection delete its mesh and fields
    bool own_data;
@@ -346,6 +347,9 @@ public:
        validation. */
    virtual void SetFormat(int fmt);
 
+   /// Set the flag for use of gz compressed files
+   void SetCompression(bool comp);
+
    /// Set the path where the DataCollection will be saved.
    void SetPrefixPath(const std::string &prefix);
 

fem/fe.cpp

@@ -203,6 +203,22 @@ void FiniteElement::CalcPhysDShape(ElementTransformation &Trans,
    Mult(vshape, Trans.InverseJacobian(), dshape);
 }
 
+const DofToQuad &FiniteElement::GetDofToQuad(const IntegrationRule &,
+                                             DofToQuad::Mode) const
+{
+   mfem_error("FiniteElement::GetDofToQuad(...) is not implemented for "
+              "this element!");
+   return *dof2quad_array[0]; // suppress a warning
+}
+
+FiniteElement::~FiniteElement()
+{
+   for (int i = 0; i < dof2quad_array.Size(); i++)
+   {
+      delete dof2quad_array[i];
+   }
+}
+
 
 void ScalarFiniteElement::NodalLocalInterpolation (
    ElementTransformation &Trans, DenseMatrix &I,
@@ -278,6 +294,95 @@ void ScalarFiniteElement::ScalarLocalInterpolation(
    }
 }
 
+const DofToQuad &ScalarFiniteElement::GetDofToQuad(const IntegrationRule &ir,
+                                                   DofToQuad::Mode mode) const
+{
+   MFEM_VERIFY(mode == DofToQuad::FULL, "invalid mode requested");
+
+   for (int i = 0; i < dof2quad_array.Size(); i++)
+   {
+      const DofToQuad &d2q = *dof2quad_array[i];
+      if (d2q.IntRule == &ir && d2q.mode == mode) { return d2q; }
+   }
+
+   DofToQuad *d2q = new DofToQuad;
+   const int nqpt = ir.GetNPoints();
+   d2q->FE = this;
+   d2q->IntRule = &ir;
+   d2q->mode = mode;
+   d2q->ndof = Dof;
+   d2q->nqpt = nqpt;
+   d2q->B.SetSize(nqpt*Dof);
+   d2q->Bt.SetSize(Dof*nqpt);
+   d2q->G.SetSize(nqpt*Dim*Dof);
+   d2q->Gt.SetSize(Dof*nqpt*Dim);
+#ifdef MFEM_THREAD_SAFE
+   Vector c_shape(Dof);
+   DenseMatrix vshape(Dof, Dim);
+#endif
+   for (int i = 0; i < nqpt; i++)
+   {
+      const IntegrationPoint &ip = ir.IntPoint(i);
+      CalcShape(ip, c_shape);
+      for (int j = 0; j < Dof; j++)
+      {
+         d2q->B[i+nqpt*j] = d2q->Bt[j+Dof*i] = c_shape(j);
+      }
+      CalcDShape(ip, vshape);
+      for (int d = 0; d < Dim; d++)
+      {
+         for (int j = 0; j < Dof; j++)
+         {
+            d2q->G[i+nqpt*(d+Dim*j)] = d2q->Gt[j+Dof*(i+nqpt*d)] = vshape(j,d);
+         }
+      }
+   }
+   dof2quad_array.Append(d2q);
+   return *d2q;
+}
+
+// protected method
+const DofToQuad &ScalarFiniteElement::GetTensorDofToQuad(
+   const TensorBasisElement &tb,
+   const IntegrationRule &ir, DofToQuad::Mode mode) const
+{
+   MFEM_VERIFY(mode == DofToQuad::TENSOR, "invalid mode requested");
+
+   for (int i = 0; i < dof2quad_array.Size(); i++)
+   {
+      const DofToQuad &d2q = *dof2quad_array[i];
+      if (d2q.IntRule == &ir && d2q.mode == mode) { return d2q; }
+   }
+
+   DofToQuad *d2q = new DofToQuad;
+   const Poly_1D::Basis &basis_1d = tb.GetBasis1D();
+   const int ndof = Order + 1;
+   const int nqpt = (int)floor(pow(ir.GetNPoints(), 1.0/Dim) + 0.5);
+   d2q->FE = this;
+   d2q->IntRule = &ir;
+   d2q->mode = mode;
+   d2q->ndof = ndof;
+   d2q->nqpt = nqpt;
+   d2q->B.SetSize(nqpt*ndof);
+   d2q->Bt.SetSize(ndof*nqpt);
+   d2q->G.SetSize(nqpt*ndof);
+   d2q->Gt.SetSize(ndof*nqpt);
+   Vector val(ndof), grad(ndof);
+   for (int i = 0; i < nqpt; i++)
+   {
+      // The first 'nqpt' points in 'ir' have the same x-coordinates as those
+      // of the 1D rule.
+      basis_1d.Eval(ir.IntPoint(i).x, val, grad);
+      for (int j = 0; j < ndof; j++)
+      {
+         d2q->B[i+nqpt*j] = d2q->Bt[j+ndof*i] = val(j);
+         d2q->G[i+nqpt*j] = d2q->Gt[j+ndof*i] = grad(j);
+      }
+   }
+   dof2quad_array.Append(d2q);
+   return *d2q;
+}
+
 
 void NodalFiniteElement::ProjectCurl_2D(
    const FiniteElement &fe, ElementTransformation &Trans,

fem/fe.hpp

@@ -116,7 +116,92 @@ public:
    }
 };
 
-// Base and derived classes for finite elements
+
+/** @brief Structure representing the matrices/tensors needed to evaluate (in
+    reference space) the values, gradients, divergences, or curls of a
+    FiniteElement at a the quadrature points of a given IntegrationRule. */
+/** Object of this type are typically created and owned by the respective
+    FiniteElement object. */
+class DofToQuad
+{
+public:
+   /// The FiniteElement that created and owns this object.
+   /** This pointer is not owned. */
+   const class FiniteElement *FE;
+
+   /** @brief IntegrationRule that defines the quadrature points at which the
+       basis functions of the #FE are evaluated. */
+   /** This pointer is not owned. */
+   const IntegrationRule *IntRule;
+
+   /// Type of data stored in the arrays #B, #Bt, #G, and #Gt.
+   enum Mode
+   {
+      /** @brief Full multidimensional representation which does not use tensor
+          product structure. The ordering of the degrees of freedom is as
+          defined by #FE */
+      FULL,
+
+      /** @brief Tensor product representation using 1D matrices/tensors with
+          dimensions using 1D number of quadrature points and degrees of
+          freedom. */
+      /** When representing a vector-valued FiniteElement, two DofToQuad objects
+          are used to describe the "closed" and "open" 1D basis functions
+          (TODO). */
+      TENSOR
+   };
+
+   /// Describes the contents of the #B, #Bt, #G, and #Gt arrays, see #Mode.
+   Mode mode;
+
+   /** @brief Number of degrees of freedom = number of basis functions. When
+       #mode is TENSOR, this is the 1D number. */
+   int ndof;
+
+   /** @brief Number of quadrature points. When #mode is TENSOR, this is the 1D
+       number. */
+   int nqpt;
+
+   /// Basis functions evaluated at quadrature points.
+   /** The storage layout is column-major with dimensions:
+       - #nqpt x #ndof, for scalar elements, or
+       - #nqpt x dim x #ndof, for vector elements, (TODO)
+
+       where
+
+       - dim = dimension of the finite element reference space when #mode is
+         FULL, and dim = 1 when #mode is TENSOR. */
+   Array<double> B;
+
+   /// Transpose of #B.
+   /** The storage layout is column-major with dimensions:
+       - #ndof x #nqpt, for scalar elements, or
+       - #ndof x #nqpt x dim, for vector elements (TODO). */
+   Array<double> Bt;
+
+   /** @brief Gradients/divergences/curls of basis functions evaluated at
+       quadrature points. */
+   /** The storage layout is column-major with dimensions:
+       - #nqpt x dim x #ndof, for scalar elements, or
+       - #nqpt x #ndof, for H(div) vector elements (TODO), or
+       - #nqpt x cdim x #ndof, for H(curl) vector elements (TODO),
+
+       where
+
+       - dim = dimension of the finite element reference space when #mode is
+         FULL, and 1 when #mode is TENSOR,
+       - cdim = 1/1/3 in 1D/2D/3D, respectively, when #mode is FULL, and cdim =
+         1 when #mode is TENSOR. */
+   Array<double> G;
+
+   /// Transpose of #G.
+   /** The storage layout is column-major with dimensions:
+       - #ndof x #nqpt x dim, for scalar elements, or
+       - #ndof x #nqpt, for H(div) vector elements (TODO), or
+       - #ndof x #nqpt x cdim, for H(curl) vector elements (TODO). */
+   Array<double> Gt;
+};
+
 
 /// Describes the space on each element
 class FunctionSpace
@@ -136,6 +221,10 @@ class VectorCoefficient;
 class MatrixCoefficient;
 class KnotVector;
 
+
+// Base and derived classes for finite elements
+
+
 /// Abstract class for Finite Elements
 class FiniteElement
 {
@@ -152,6 +241,10 @@ protected:
 #ifndef MFEM_THREAD_SAFE
    mutable DenseMatrix vshape; // Dof x Dim
 #endif
+   /// Container for all DofToQuad objects created by the FiniteElement.
+   /** Multiple DofToQuad objects may be needed when different quadrature rules
+       or different DofToQuad::Mode are used. */
+   mutable Array<DofToQuad*> dof2quad_array;
 
 public:
    /// Enumeration for RangeType and DerivRangeType
@@ -417,7 +510,13 @@ public:
                            ElementTransformation &Trans,
                            DenseMatrix &div) const;
 
-   virtual ~FiniteElement () { }
+   /** Return a DofToQuad structure corresponding to the given IntegrationRule
+       using the given DofToQuad::Mode. */
+   /** See the documentation for DofToQuad for more details. */
+   virtual const DofToQuad &GetDofToQuad(const IntegrationRule &ir,
+                                         DofToQuad::Mode mode) const;
+
+   virtual ~FiniteElement();
 
    static bool IsClosedType(int b_type)
    {
@@ -464,6 +563,10 @@ protected:
       return static_cast<const ScalarFiniteElement &>(fe);
    }
 
+   const DofToQuad &GetTensorDofToQuad(const class TensorBasisElement &tb,
+                                       const IntegrationRule &ir,
+                                       DofToQuad::Mode mode) const;
+
 public:
    ScalarFiniteElement(int D, Geometry::Type G, int Do, int O,
                        int F = FunctionSpace::Pk)
@@ -494,6 +597,9 @@ public:
    void ScalarLocalInterpolation(ElementTransformation &Trans,
                                  DenseMatrix &I,
                                  const ScalarFiniteElement &fine_fe) const;
+
+   virtual const DofToQuad &GetDofToQuad(const IntegrationRule &ir,
+                                         DofToQuad::Mode mode) const;
 };
 
 class NodalFiniteElement : public ScalarFiniteElement
@@ -1750,6 +1856,14 @@ class NodalTensorFiniteElement : public NodalFiniteElement,
 public:
    NodalTensorFiniteElement(const int dims, const int p, const int btype,
                             const DofMapType dmtype);
+
+   const DofToQuad &GetDofToQuad(const IntegrationRule &ir,
+                                 DofToQuad::Mode mode) const
+   {
+      return (mode == DofToQuad::FULL) ?
+             ScalarFiniteElement::GetDofToQuad(ir, mode) :
+             ScalarFiniteElement::GetTensorDofToQuad(*this, ir, mode);
+   }
 };
 
 class PositiveTensorFiniteElement : public PositiveFiniteElement,
@@ -1758,6 +1872,14 @@ class PositiveTensorFiniteElement : public PositiveFiniteElement,
 public:
    PositiveTensorFiniteElement(const int dims, const int p,
                                const DofMapType dmtype);
+
+   const DofToQuad &GetDofToQuad(const IntegrationRule &ir,
+                                 DofToQuad::Mode mode) const
+   {
+      return (mode == DofToQuad::FULL) ?
+             ScalarFiniteElement::GetDofToQuad(ir, mode) :
+             ScalarFiniteElement::GetTensorDofToQuad(*this, ir, mode);
+   }
 };
 
 class H1_SegmentElement : public NodalTensorFiniteElement

fem/fe_coll.cpp

@@ -1875,6 +1875,7 @@ L2_FECollection::L2_FECollection(const int p, const int dim, const int btype,
       L2_Elements[Geometry::CUBE]->SetMapType(map_type);
       L2_Elements[Geometry::PRISM]->SetMapType(map_type);
       // All trace element use the default Gauss-Legendre nodal points
+      Tr_Elements[Geometry::SEGMENT] = new L2_SegmentElement(p);
       Tr_Elements[Geometry::TRIANGLE] = new L2_TriangleElement(p);
       Tr_Elements[Geometry::SQUARE] = new L2_QuadrilateralElement(p);
 

fem/fespace.cpp

@@ -12,6 +12,7 @@
 // Implementation of FiniteElementSpace
 
 #include "../general/text.hpp"
+#include "../general/forall.hpp"
 #include "../mesh/mesh_headers.hpp"
 #include "fem.hpp"
 
@@ -385,6 +386,7 @@ void FiniteElementSpace::MarkerToList(const Array<int> &marker,
                                       Array<int> &list)
 {
    int num_marked = 0;
+   marker.HostRead(); // make sure we can read the array on host
    for (int i = 0; i < marker.Size(); i++)
    {
       if (marker[i]) { num_marked++; }
@@ -652,9 +654,9 @@ void FiniteElementSpace::BuildConformingInterpolation() const
    // create the conforming restriction matrix cR
    int *cR_J;
    {
-      int *cR_I = mfem::New<int>(n_true_dofs+1);
-      double *cR_A = mfem::New<double>(n_true_dofs);
-      cR_J = mfem::New<int>(n_true_dofs);
+      int *cR_I = new int[n_true_dofs+1];
+      double *cR_A = new double[n_true_dofs];
+      cR_J = new int[n_true_dofs];
       for (int i = 0; i < n_true_dofs; i++)
       {
          cR_I[i] = i;
@@ -732,6 +734,8 @@ void FiniteElementSpace::BuildConformingInterpolation() const
       MakeVDimMatrix(*cP);
       MakeVDimMatrix(*cR);
    }
+
+   if (Device::IsEnabled()) { cP->BuildTranspose(); }
 }
 
 void FiniteElementSpace::MakeVDimMatrix(SparseMatrix &mat) const
@@ -782,6 +786,57 @@ int FiniteElementSpace::GetNConformingDofs() const
    return P ? (P->Width() / vdim) : ndofs;
 }
 
+const Operator *FiniteElementSpace::GetElementRestriction(
+   ElementDofOrdering e_ordering) const
+{
+   // Check if we have a discontinuous space using the FE collection:
+   const L2_FECollection *dg_space = dynamic_cast<const L2_FECollection*>(fec);
+   if (dg_space) { return NULL; }
+   // TODO: support other DG collections.
+   if (e_ordering == ElementDofOrdering::LEXICOGRAPHIC)
+   {
+      if (L2E_lex.Ptr() == NULL)
+      {
+         L2E_lex.Reset(new ElementRestriction(*this, e_ordering));
+      }
+      return L2E_lex.Ptr();
+   }
+   // e_ordering == ElementDofOrdering::NATIVE
+   if (L2E_nat.Ptr() == NULL)
+   {
+      L2E_nat.Reset(new ElementRestriction(*this, e_ordering));
+   }
+   return L2E_nat.Ptr();
+}
+
+const QuadratureInterpolator *FiniteElementSpace::GetQuadratureInterpolator(
+   const IntegrationRule &ir) const
+{
+   for (int i = 0; i < E2Q_array.Size(); i++)
+   {
+      const QuadratureInterpolator *qi = E2Q_array[i];
+      if (qi->IntRule == &ir) { return qi; }
+   }
+
+   QuadratureInterpolator *qi = new QuadratureInterpolator(*this, ir);
+   E2Q_array.Append(qi);
+   return qi;
+}
+
+const QuadratureInterpolator *FiniteElementSpace::GetQuadratureInterpolator(
+   const QuadratureSpace &qs) const
+{
+   for (int i = 0; i < E2Q_array.Size(); i++)
+   {
+      const QuadratureInterpolator *qi = E2Q_array[i];
+      if (qi->qspace == &qs) { return qi; }
+   }
+
+   QuadratureInterpolator *qi = new QuadratureInterpolator(*this, qs);
+   E2Q_array.Append(qi);
+   return qi;
+}
+
 SparseMatrix *FiniteElementSpace::RefinementMatrix_main(
    const int coarse_ndofs, const Table &coarse_elem_dof,
    const DenseTensor localP[]) const
@@ -1485,6 +1540,10 @@ void FiniteElementSpace::GetElementDofs (int i, Array<int> &dofs) const
 
 const FiniteElement *FiniteElementSpace::GetFE(int i) const
 {
+   if (i < 0 || !mesh->GetNE()) { return NULL; }
+   MFEM_VERIFY(i < mesh->GetNE(),
+               "Invalid element id " << i << ", maximum allowed " << mesh->GetNE()-1);
+
    const FiniteElement *FE =
       fec->FiniteElementForGeometry(mesh->GetElementBaseGeometry(i));
 
@@ -1789,6 +1848,13 @@ void FiniteElementSpace::Destroy()
    delete cR;
    delete cP;
    Th.Clear();
+   L2E_nat.Clear();
+   L2E_lex.Clear();
+   for (int i = 0; i < E2Q_array.Size(); i++)
+   {
+      delete E2Q_array[i];
+   }
+   E2Q_array.SetSize(0);
 
    dof_elem_array.DeleteAll();
    dof_ldof_array.DeleteAll();
@@ -2350,8 +2416,7 @@ const Operator &InterpolationGridTransfer::BackwardOperator()
       return *B.Ptr();
    }
 
-   // Construct B
-   // If not set, define a suitable mass_integ
+   // Construct B, if not set, define a suitable mass_integ
    if (!mass_integ && ran_fes.GetNE() > 0)
    {
       const FiniteElement *f_fe_0 = ran_fes.GetFE(0);
@@ -2514,7 +2579,7 @@ void L2ProjectionGridTransfer::L2Projection::Mult(
       fes_ho.GetElementVDofs(iho, vdofs);
       x.GetSubVector(vdofs, xel_mat.GetData());
       mfem::Mult(R(iho), xel_mat, yel_mat);
-      // Place result correctly into low-order vector
+      // Place result correctly into the low-order vector
       for (int iref=0; iref<nref; ++iref)
       {
          int ilor = ho2lor.GetRow(iho)[iref];
@@ -2572,4 +2637,490 @@ const Operator &L2ProjectionGridTransfer::BackwardOperator()
    return *B;
 }
 
+
+ElementRestriction::ElementRestriction(const FiniteElementSpace &f,
+                                       ElementDofOrdering e_ordering)
+   : fes(f),
+     ne(fes.GetNE()),
+     vdim(fes.GetVDim()),
+     byvdim(fes.GetOrdering() == Ordering::byVDIM),
+     ndofs(fes.GetNDofs()),
+     dof(ne > 0 ? fes.GetFE(0)->GetDof() : 0),
+     nedofs(ne*dof),
+     offsets(ndofs+1),
+     indices(ne*dof)
+{
+   // Assuming all finite elements are the same.
+   height = vdim*ne*dof;
+   width = fes.GetVSize();
+   const bool dof_reorder = (e_ordering == ElementDofOrdering::LEXICOGRAPHIC);
+   const int *dof_map = NULL;
+   if (dof_reorder && ne > 0)
+   {
+      for (int e = 0; e < ne; ++e)
+      {
+         const FiniteElement *fe = fes.GetFE(e);
+         const TensorBasisElement* el =
+            dynamic_cast<const TensorBasisElement*>(fe);
+         if (el) { continue; }
+         mfem_error("Finite element not suitable for lexicographic ordering");
+      }
+      const FiniteElement *fe = fes.GetFE(0);
+      const TensorBasisElement* el =
+         dynamic_cast<const TensorBasisElement*>(fe);
+      const Array<int> &fe_dof_map = el->GetDofMap();
+      MFEM_VERIFY(fe_dof_map.Size() > 0, "invalid dof map");
+      dof_map = fe_dof_map.GetData();
+   }
+   const Table& e2dTable = fes.GetElementToDofTable();
+   const int* elementMap = e2dTable.GetJ();
+   // We will be keeping a count of how many local nodes point to its global dof
+   for (int i = 0; i <= ndofs; ++i)
+   {
+      offsets[i] = 0;
+   }
+   for (int e = 0; e < ne; ++e)
+   {
+      for (int d = 0; d < dof; ++d)
+      {
+         const int gid = elementMap[dof*e + d];
+         ++offsets[gid + 1];
+      }
+   }
+   // Aggregate to find offsets for each global dof
+   for (int i = 1; i <= ndofs; ++i)
+   {
+      offsets[i] += offsets[i - 1];
+   }
+   // For each global dof, fill in all local nodes that point to it
+   for (int e = 0; e < ne; ++e)
+   {
+      for (int d = 0; d < dof; ++d)
+      {
+         const int did = (!dof_reorder)?d:dof_map[d];
+         const int gid = elementMap[dof*e + did];
+         const int lid = dof*e + d;
+         indices[offsets[gid]++] = lid;
+      }
+   }
+   // We shifted the offsets vector by 1 by using it as a counter.
+   // Now we shift it back.
+   for (int i = ndofs; i > 0; --i)
+   {
+      offsets[i] = offsets[i - 1];
+   }
+   offsets[0] = 0;
+}
+
+void ElementRestriction::Mult(const Vector& x, Vector& y) const
+{
+   // Assumes all elements have the same number of dofs
+   const int nd = dof;
+   const int vd = vdim;
+   const bool t = byvdim;
+   auto d_offsets = offsets.Read();
+   auto d_indices = indices.Read();
+   auto d_x = Reshape(x.Read(), t?vd:ndofs, t?ndofs:vd);
+   auto d_y = Reshape(y.Write(), nd, vd, ne);
+   MFEM_FORALL(i, ndofs,
+   {
+      const int offset = d_offsets[i];
+      const int nextOffset = d_offsets[i+1];
+      for (int c = 0; c < vd; ++c)
+      {
+         const double dofValue = d_x(t?c:i,t?i:c);
+         for (int j = offset; j < nextOffset; ++j)
+         {
+            const int idx_j = d_indices[j];
+            d_y(idx_j % nd, c, idx_j / nd) = dofValue;
+         }
+      }
+   });
+}
+
+void ElementRestriction::MultTranspose(const Vector& x, Vector& y) const
+{
+   // Assumes all elements have the same number of dofs
+   const int nd = dof;
+   const int vd = vdim;
+   const bool t = byvdim;
+   auto d_offsets = offsets.Read();
+   auto d_indices = indices.Read();
+   auto d_x = Reshape(x.Read(), nd, vd, ne);
+   auto d_y = Reshape(y.Write(), t?vd:ndofs, t?ndofs:vd);
+   MFEM_FORALL(i, ndofs,
+   {
+      const int offset = d_offsets[i];
+      const int nextOffset = d_offsets[i + 1];
+      for (int c = 0; c < vd; ++c)
+      {
+         double dofValue = 0;
+         for (int j = offset; j < nextOffset; ++j)
+         {
+            const int idx_j = d_indices[j];
+            dofValue +=  d_x(idx_j % nd, c, idx_j / nd);
+         }
+         d_y(t?c:i,t?i:c) = dofValue;
+      }
+   });
+}
+
+
+QuadratureInterpolator::QuadratureInterpolator(const FiniteElementSpace &fes,
+                                               const IntegrationRule &ir)
+{
+   fespace = &fes;
+   qspace = NULL;
+   IntRule = &ir;
+   use_tensor_products = true; // not implemented yet (not used)
+
+   if (fespace->GetNE() == 0) { return; }
+   const FiniteElement *fe = fespace->GetFE(0);
+   MFEM_VERIFY(dynamic_cast<const ScalarFiniteElement*>(fe) != NULL,
+               "Only scalar finite elements are supported");
+}
+
+QuadratureInterpolator::QuadratureInterpolator(const FiniteElementSpace &fes,
+                                               const QuadratureSpace &qs)
+{
+   fespace = &fes;
+   qspace = &qs;
+   IntRule = NULL;
+   use_tensor_products = true; // not implemented yet (not used)
+
+   if (fespace->GetNE() == 0) { return; }
+   const FiniteElement *fe = fespace->GetFE(0);
+   MFEM_VERIFY(dynamic_cast<const ScalarFiniteElement*>(fe) != NULL,
+               "Only scalar finite elements are supported");
+}
+
+template<const int T_VDIM, const int T_ND, const int T_NQ>
+void QuadratureInterpolator::Eval2D(
+   const int NE,
+   const int vdim,
+   const DofToQuad &maps,
+   const Vector &e_vec,
+   Vector &q_val,
+   Vector &q_der,
+   Vector &q_det,
+   const int eval_flags)
+{
+   const int nd = maps.ndof;
+   const int nq = maps.nqpt;
+   const int ND = T_ND ? T_ND : nd;
+   const int NQ = T_NQ ? T_NQ : nq;
+   const int VDIM = T_VDIM ? T_VDIM : vdim;
+   MFEM_VERIFY(ND <= MAX_ND2D, "");
+   MFEM_VERIFY(NQ <= MAX_NQ2D, "");
+   MFEM_VERIFY(VDIM == 2 || !(eval_flags & DETERMINANTS), "");
+   auto B = Reshape(maps.B.Read(), NQ, ND);
+   auto G = Reshape(maps.G.Read(), NQ, 2, ND);
+   auto E = Reshape(e_vec.Read(), ND, VDIM, NE);
+   auto val = Reshape(q_val.Write(), NQ, VDIM, NE);
+   auto der = Reshape(q_der.Write(), NQ, VDIM, 2, NE);
+   auto det = Reshape(q_det.Write(), NQ, NE);
+   MFEM_FORALL(e, NE,
+   {
+      const int ND = T_ND ? T_ND : nd;
+      const int NQ = T_NQ ? T_NQ : nq;
+      const int VDIM = T_VDIM ? T_VDIM : vdim;
+      constexpr int max_ND = T_ND ? T_ND : MAX_ND2D;
+      constexpr int max_VDIM = T_VDIM ? T_VDIM : MAX_VDIM2D;
+      double s_E[max_VDIM*max_ND];
+      for (int d = 0; d < ND; d++)
+      {
+         for (int c = 0; c < VDIM; c++)
+         {
+            s_E[c+d*VDIM] = E(d,c,e);
+         }
+      }
+      for (int q = 0; q < NQ; ++q)
+      {
+         if (eval_flags & VALUES)
+         {
+            double ed[max_VDIM];
+            for (int c = 0; c < VDIM; c++) { ed[c] = 0.0; }
+            for (int d = 0; d < ND; ++d)
+            {
+               const double b = B(q,d);
+               for (int c = 0; c < VDIM; c++) { ed[c] += b*s_E[c+d*VDIM]; }
+            }
+            for (int c = 0; c < VDIM; c++) { val(q,c,e) = ed[c]; }
+         }
+         if ((eval_flags & DERIVATIVES) || (eval_flags & DETERMINANTS))
+         {
+            // use MAX_VDIM2D to avoid "subscript out of range" warnings
+            double D[MAX_VDIM2D*2];
+            for (int i = 0; i < 2*VDIM; i++) { D[i] = 0.0; }
+            for (int d = 0; d < ND; ++d)
+            {
+               const double wx = G(q,0,d);
+               const double wy = G(q,1,d);
+               for (int c = 0; c < VDIM; c++)
+               {
+                  double s_e = s_E[c+d*VDIM];
+                  D[c+VDIM*0] += s_e * wx;
+                  D[c+VDIM*1] += s_e * wy;
+               }
+            }
+            if (eval_flags & DERIVATIVES)
+            {
+               for (int c = 0; c < VDIM; c++)
+               {
+                  der(q,c,0,e) = D[c+VDIM*0];
+                  der(q,c,1,e) = D[c+VDIM*1];
+               }
+            }
+            if (VDIM == 2 && (eval_flags & DETERMINANTS))
+            {
+               // The check (VDIM == 2) should eliminate this block when VDIM is
+               // known at compile time and (VDIM != 2).
+               det(q,e) = D[0]*D[3] - D[1]*D[2];
+            }
+         }
+      }
+   });
+}
+
+template<const int T_VDIM, const int T_ND, const int T_NQ>
+void QuadratureInterpolator::Eval3D(
+   const int NE,
+   const int vdim,
+   const DofToQuad &maps,
+   const Vector &e_vec,
+   Vector &q_val,
+   Vector &q_der,
+   Vector &q_det,
+   const int eval_flags)
+{
+   const int nd = maps.ndof;
+   const int nq = maps.nqpt;
+   const int ND = T_ND ? T_ND : nd;
+   const int NQ = T_NQ ? T_NQ : nq;
+   const int VDIM = T_VDIM ? T_VDIM : vdim;
+   MFEM_VERIFY(ND <= MAX_ND3D, "");
+   MFEM_VERIFY(NQ <= MAX_NQ3D, "");
+   MFEM_VERIFY(VDIM == 3 || !(eval_flags & DETERMINANTS), "");
+   auto B = Reshape(maps.B.Read(), NQ, ND);
+   auto G = Reshape(maps.G.Read(), NQ, 3, ND);
+   auto E = Reshape(e_vec.Read(), ND, VDIM, NE);
+   auto val = Reshape(q_val.Write(), NQ, VDIM, NE);
+   auto der = Reshape(q_der.Write(), NQ, VDIM, 3, NE);
+   auto det = Reshape(q_det.Write(), NQ, NE);
+   MFEM_FORALL(e, NE,
+   {
+      const int ND = T_ND ? T_ND : nd;
+      const int NQ = T_NQ ? T_NQ : nq;
+      const int VDIM = T_VDIM ? T_VDIM : vdim;
+      constexpr int max_ND = T_ND ? T_ND : MAX_ND2D;
+      constexpr int max_VDIM = T_VDIM ? T_VDIM : MAX_VDIM2D;
+      double s_E[max_VDIM*max_ND];
+      for (int d = 0; d < ND; d++)
+      {
+         for (int c = 0; c < VDIM; c++)
+         {
+            s_E[c+d*VDIM] = E(d,c,e);
+         }
+      }
+      for (int q = 0; q < NQ; ++q)
+      {
+         if (eval_flags & VALUES)
+         {
+            double ed[max_VDIM];
+            for (int c = 0; c < VDIM; c++) { ed[c] = 0.0; }
+            for (int d = 0; d < ND; ++d)
+            {
+               const double b = B(q,d);
+               for (int c = 0; c < VDIM; c++) { ed[c] += b*s_E[c+d*VDIM]; }
+            }
+            for (int c = 0; c < VDIM; c++) { val(q,c,e) = ed[c]; }
+         }
+         if ((eval_flags & DERIVATIVES) || (eval_flags & DETERMINANTS))
+         {
+            // use MAX_VDIM3D to avoid "subscript out of range" warnings
+            double D[MAX_VDIM3D*3];
+            for (int i = 0; i < 3*VDIM; i++) { D[i] = 0.0; }
+            for (int d = 0; d < ND; ++d)
+            {
+               const double wx = G(q,0,d);
+               const double wy = G(q,1,d);
+               const double wz = G(q,2,d);
+               for (int c = 0; c < VDIM; c++)
+               {
+                  double s_e = s_E[c+d*VDIM];
+                  D[c+VDIM*0] += s_e * wx;
+                  D[c+VDIM*1] += s_e * wy;
+                  D[c+VDIM*2] += s_e * wz;
+               }
+            }
+            if (eval_flags & DERIVATIVES)
+            {
+               for (int c = 0; c < VDIM; c++)
+               {
+                  der(q,c,0,e) = D[c+VDIM*0];
+                  der(q,c,1,e) = D[c+VDIM*1];
+                  der(q,c,2,e) = D[c+VDIM*2];
+               }
+            }
+            if (VDIM == 3 && (eval_flags & DETERMINANTS))
+            {
+               // The check (VDIM == 3) should eliminate this block when VDIM is
+               // known at compile time and (VDIM != 3).
+               det(q,e) = D[0] * (D[4] * D[8] - D[5] * D[7]) +
+                          D[3] * (D[2] * D[7] - D[1] * D[8]) +
+                          D[6] * (D[1] * D[5] - D[2] * D[4]);
+            }
+         }
+      }
+   });
+}
+
+void QuadratureInterpolator::Mult(
+   const Vector &e_vec, unsigned eval_flags,
+   Vector &q_val, Vector &q_der, Vector &q_det) const
+{
+   const int ne = fespace->GetNE();
+   if (ne == 0) { return; }
+   const int vdim = fespace->GetVDim();
+   const int dim = fespace->GetMesh()->Dimension();
+   const FiniteElement *fe = fespace->GetFE(0);
+   const IntegrationRule *ir =
+      IntRule ? IntRule : &qspace->GetElementIntRule(0);
+   const DofToQuad &maps = fe->GetDofToQuad(*ir, DofToQuad::FULL);
+   const int nd = maps.ndof;
+   const int nq = maps.nqpt;
+   void (*eval_func)(
+      const int NE,
+      const int vdim,
+      const DofToQuad &maps,
+      const Vector &e_vec,
+      Vector &q_val,
+      Vector &q_der,
+      Vector &q_det,
+      const int eval_flags) = NULL;
+   if (vdim == 1)
+   {
+      if (dim == 2)
+      {
+         switch (100*nd + nq)
+         {
+            // Q0
+            case 101: eval_func = &Eval2D<1,1,1>; break;
+            case 104: eval_func = &Eval2D<1,1,4>; break;
+            // Q1
+            case 404: eval_func = &Eval2D<1,4,4>; break;
+            case 409: eval_func = &Eval2D<1,4,9>; break;
+            // Q2
+            case 909: eval_func = &Eval2D<1,9,9>; break;
+            case 916: eval_func = &Eval2D<1,9,16>; break;
+            // Q3
+            case 1616: eval_func = &Eval2D<1,16,16>; break;
+            case 1625: eval_func = &Eval2D<1,16,25>; break;
+            case 1636: eval_func = &Eval2D<1,16,36>; break;
+            // Q4
+            case 2525: eval_func = &Eval2D<1,25,25>; break;
+            case 2536: eval_func = &Eval2D<1,25,36>; break;
+            case 2549: eval_func = &Eval2D<1,25,49>; break;
+            case 2564: eval_func = &Eval2D<1,25,64>; break;
+         }
+         if (nq >= 100 || !eval_func)
+         {
+            eval_func = &Eval2D<1>;
+         }
+      }
+      else if (dim == 3)
+      {
+         switch (1000*nd + nq)
+         {
+            // Q0
+            case 1001: eval_func = &Eval3D<1,1,1>; break;
+            case 1008: eval_func = &Eval3D<1,1,8>; break;
+            // Q1
+            case 8008: eval_func = &Eval3D<1,8,8>; break;
+            case 8027: eval_func = &Eval3D<1,8,27>; break;
+            // Q2
+            case 27027: eval_func = &Eval3D<1,27,27>; break;
+            case 27064: eval_func = &Eval3D<1,27,64>; break;
+            // Q3
+            case 64064: eval_func = &Eval3D<1,64,64>; break;
+            case 64125: eval_func = &Eval3D<1,64,125>; break;
+            case 64216: eval_func = &Eval3D<1,64,216>; break;
+            // Q4
+            case 125125: eval_func = &Eval3D<1,125,125>; break;
+            case 125216: eval_func = &Eval3D<1,125,216>; break;
+         }
+         if (nq >= 1000 || !eval_func)
+         {
+            eval_func = &Eval3D<1>;
+         }
+      }
+   }
+   else if (vdim == dim)
+   {
+      if (dim == 2)
+      {
+         switch (100*nd + nq)
+         {
+            // Q1
+            case 404: eval_func = &Eval2D<2,4,4>; break;
+            case 409: eval_func = &Eval2D<2,4,9>; break;
+            // Q2
+            case 909: eval_func = &Eval2D<2,9,9>; break;
+            case 916: eval_func = &Eval2D<2,9,16>; break;
+            // Q3
+            case 1616: eval_func = &Eval2D<2,16,16>; break;
+            case 1625: eval_func = &Eval2D<2,16,25>; break;
+            case 1636: eval_func = &Eval2D<2,16,36>; break;
+            // Q4
+            case 2525: eval_func = &Eval2D<2,25,25>; break;
+            case 2536: eval_func = &Eval2D<2,25,36>; break;
+            case 2549: eval_func = &Eval2D<2,25,49>; break;
+            case 2564: eval_func = &Eval2D<2,25,64>; break;
+         }
+         if (nq >= 100 || !eval_func)
+         {
+            eval_func = &Eval2D<2>;
+         }
+      }
+      else if (dim == 3)
+      {
+         switch (1000*nd + nq)
+         {
+            // Q1
+            case 8008: eval_func = &Eval3D<3,8,8>; break;
+            case 8027: eval_func = &Eval3D<3,8,27>; break;
+            // Q2
+            case 27027: eval_func = &Eval3D<3,27,27>; break;
+            case 27064: eval_func = &Eval3D<3,27,64>; break;
+            // Q3
+            case 64064: eval_func = &Eval3D<3,64,64>; break;
+            case 64125: eval_func = &Eval3D<3,64,125>; break;
+            case 64216: eval_func = &Eval3D<3,64,216>; break;
+            // Q4
+            case 125125: eval_func = &Eval3D<3,125,125>; break;
+            case 125216: eval_func = &Eval3D<3,125,216>; break;
+         }
+         if (nq >= 1000 || !eval_func)
+         {
+            eval_func = &Eval3D<3>;
+         }
+      }
+   }
+   if (eval_func)
+   {
+      eval_func(ne, vdim, maps, e_vec, q_val, q_der, q_det, eval_flags);
+   }
+   else
+   {
+      MFEM_ABORT("case not supported yet");
+   }
+}
+
+void QuadratureInterpolator::MultTranspose(
+   unsigned eval_flags, const Vector &q_val, const Vector &q_der,
+   Vector &e_vec) const
+{
+   MFEM_ABORT("this method is not implemented yet");
+}
+
 } // namespace mfem

fem/fespace.hpp

@@ -59,9 +59,25 @@ Ordering::Map<Ordering::byVDIM>(int ndofs, int vdim, int dof, int vd)
 }
 
 
+/// Constants describing the possible orderings of the DOFs in one element.
+enum class ElementDofOrdering
+{
+   /// Native ordering as defined by the FiniteElement.
+   /** This ordering can be used by tensor-product elements when the
+       interpolation from the DOFs to quadrature points does not use the
+       tensor-product structure. */
+   NATIVE,
+   /// Lexicographic ordering for tensor-product FiniteElements.
+   /** This ordering can be used only with tensor-product elements. */
+   LEXICOGRAPHIC
+};
+
+
 // Forward declarations
 class NURBSExtension;
 class BilinearFormIntegrator;
+class QuadratureSpace;
+class QuadratureInterpolator;
 
 
 /** @brief Class FiniteElementSpace - responsible for providing FEM view of the
@@ -110,6 +126,11 @@ protected:
    /// Transformation to apply to GridFunctions after space Update().
    OperatorHandle Th;
 
+   /// The element restriction operators, see GetElementRestriction().
+   mutable OperatorHandle L2E_nat, L2E_lex;
+
+   mutable Array<QuadratureInterpolator*> E2Q_array;
+
    long sequence; // should match Mesh::GetSequence
 
    void UpdateNURBS();
@@ -257,14 +278,60 @@ public:
    bool Conforming() const { return mesh->Conforming(); }
    bool Nonconforming() const { return mesh->Nonconforming(); }
 
+   /// The returned SparseMatrix is owned by the FiniteElementSpace.
    const SparseMatrix *GetConformingProlongation() const;
+
+   /// The returned SparseMatrix is owned by the FiniteElementSpace.
    const SparseMatrix *GetConformingRestriction() const;
 
+   /// The returned Operator is owned by the FiniteElementSpace.
    virtual const Operator *GetProlongationMatrix() const
    { return GetConformingProlongation(); }
+
+   /// The returned SparseMatrix is owned by the FiniteElementSpace.
    virtual const SparseMatrix *GetRestrictionMatrix() const
    { return GetConformingRestriction(); }
 
+   /// Return an Operator that converts L-vectors to E-vectors.
+   /** An L-vector is a vector of size GetVSize() which is the same size as a
+       GridFunction. An E-vector represents the element-wise discontinuous
+       version of the FE space.
+
+       The layout of the E-vector is: ND x VDIM x NE, where ND is the number of
+       degrees of freedom, VDIM is the vector dimension of the FE space, and NE
+       is the number of the mesh elements.
+
+       The parameter @a e_ordering describes how the local DOFs in each element
+       should be ordered, see ElementDofOrdering.
+
+       For discontinuous spaces, where the element-restriction is the identity,
+       this method will return NULL.
+
+       The returned Operator is owned by the FiniteElementSpace. */
+   const Operator *GetElementRestriction(ElementDofOrdering e_ordering) const;
+
+   /** @brief Return a QuadratureInterpolator that interpolates E-vectors to
+       quadrature point values and/or derivatives (Q-vectors). */
+   /** An E-vector represents the element-wise discontinuous version of the FE
+       space and can be obtained, for example, from a GridFunction using the
+       Operator returned by GetElementRestriction().
+
+       All elements will use the same IntegrationRule, @a ir as the target
+       quadrature points. */
+   const QuadratureInterpolator *GetQuadratureInterpolator(
+      const IntegrationRule &ir) const;
+
+   /** @brief Return a QuadratureInterpolator that interpolates E-vectors to
+       quadrature point values and/or derivatives (Q-vectors). */
+   /** An E-vector represents the element-wise discontinuous version of the FE
+       space and can be obtained, for example, from a GridFunction using the
+       Operator returned by GetElementRestriction().
+
+       The target quadrature points in the elements are described by the given
+       QuadratureSpace, @a qs. */
+   const QuadratureInterpolator *GetQuadratureInterpolator(
+      const QuadratureSpace &qs) const;
+
    /// Returns vector dimension.
    inline int GetVDim() const { return vdim; }
 
@@ -806,6 +873,123 @@ public:
    virtual const Operator &BackwardOperator();
 };
 
+
+/// Operator that converts FiniteElementSpace L-vectors to E-vectors.
+/** Objects of this type are typically created and owned by FiniteElementSpace
+    objects, see FiniteElementSpace::GetElementRestriction(). */
+class ElementRestriction : public Operator
+{
+protected:
+   const FiniteElementSpace &fes;
+   const int ne;
+   const int vdim;
+   const bool byvdim;
+   const int ndofs;
+   const int dof;
+   const int nedofs;
+   Array<int> offsets;
+   Array<int> indices;
+
+public:
+   ElementRestriction(const FiniteElementSpace&, ElementDofOrdering);
+   void Mult(const Vector &x, Vector &y) const;
+   void MultTranspose(const Vector &x, Vector &y) const;
+};
+
+
+/** @brief A class that performs interpolation from an E-vector to quadrature
+    point values and/or derivatives (Q-vectors). */
+/** An E-vector represents the element-wise discontinuous version of the FE
+    space and can be obtained, for example, from a GridFunction using the
+    Operator returned by FiniteElementSpace::GetElementRestriction().
+
+    The target quadrature points in the elements can be described either by an
+    IntegrationRule (all mesh elements must be of the same type in this case) or
+    by a QuadratureSpace. */
+class QuadratureInterpolator
+{
+protected:
+   friend class FiniteElementSpace; // Needs access to qspace and IntRule
+
+   const FiniteElementSpace *fespace;  ///< Not owned
+   const QuadratureSpace *qspace;      ///< Not owned
+   const IntegrationRule *IntRule;     ///< Not owned
+
+   mutable bool use_tensor_products;
+
+   static const int MAX_NQ2D = 100;
+   static const int MAX_ND2D = 100;
+   static const int MAX_VDIM2D = 2;
+
+   static const int MAX_NQ3D = 1000;
+   static const int MAX_ND3D = 1000;
+   static const int MAX_VDIM3D = 3;
+
+public:
+   enum EvalFlags
+   {
+      VALUES       = 1 << 0,  ///< Evaluate the values at quadrature points
+      DERIVATIVES  = 1 << 1,  ///< Evaluate the derivatives at quadrature points
+      /** @brief Assuming the derivative at quadrature points form a matrix,
+          this flag can be used to compute and store their determinants. This
+          flag can only be used in Mult(). */
+      DETERMINANTS = 1 << 2
+   };
+
+   QuadratureInterpolator(const FiniteElementSpace &fes,
+                          const IntegrationRule &ir);
+
+   QuadratureInterpolator(const FiniteElementSpace &fes,
+                          const QuadratureSpace &qs);
+
+   /** @brief Disable the use of tensor product evaluations, for tensor-product
+       elements, e.g. quads and hexes. */
+   /** Currently, tensor product evaluations are not implemented and this method
+       has no effect. */
+   void DisableTensorProducts(bool disable = true) const
+   { use_tensor_products = !disable; }
+
+   /// Interpolate the E-vector @a e_vec to quadrature points.
+   /** The @a eval_flags are a bitwise mask of constants from the EvalFlags
+       enumeration. When the VALUES flag is set, the values at quadrature points
+       are computed and stored in the Vector @a q_val. Similarly, when the flag
+       DERIVATIVES is set, the derivatives are computed and stored in @a q_der.
+       When the DETERMINANTS flags is set, it is assumed that the derivatives
+       form a matrix at each quadrature point (i.e. the associated
+       FiniteElementSpace is a vector space) and their determinants are computed
+       and stored in @a q_det. */
+   void Mult(const Vector &e_vec, unsigned eval_flags,
+             Vector &q_val, Vector &q_der, Vector &q_det) const;
+
+   /// Perform the transpose operation of Mult(). (TODO)
+   void MultTranspose(unsigned eval_flags, const Vector &q_val,
+                      const Vector &q_der, Vector &e_vec) const;
+
+   // Compute kernels follow (cannot be private or protected with nvcc)
+
+   /// Template compute kernel for 2D.
+   template<const int T_VDIM = 0, const int T_ND = 0, const int T_NQ = 0>
+   static void Eval2D(const int NE,
+                      const int vdim,
+                      const DofToQuad &maps,
+                      const Vector &e_vec,
+                      Vector &q_val,
+                      Vector &q_der,
+                      Vector &q_det,
+                      const int eval_flags);
+
+   /// Template compute kernel for 3D.
+   template<const int T_VDIM = 0, const int T_ND = 0, const int T_NQ = 0>
+   static void Eval3D(const int NE,
+                      const int vdim,
+                      const DofToQuad &maps,
+                      const Vector &e_vec,
+                      Vector &q_val,
+                      Vector &q_der,
+                      Vector &q_det,
+                      const int eval_flags);
+};
+
 }
 
 #endif

fem/gridfunc.cpp

@@ -30,6 +30,9 @@ using namespace std;
 GridFunction::GridFunction(Mesh *m, std::istream &input)
    : Vector()
 {
+   // Grid functions are stored on the device
+   UseDevice(true);
+
    fes = new FiniteElementSpace;
    fec = fes->Load(m, input);
 
@@ -60,6 +63,8 @@ GridFunction::GridFunction(Mesh *m, std::istream &input)
 
 GridFunction::GridFunction(Mesh *m, GridFunction *gf_array[], int num_pieces)
 {
+   UseDevice(true);
+
    // all GridFunctions must have the same FE collection, vdim, ordering
    int vdim, ordering;
 
@@ -163,6 +168,7 @@ void GridFunction::Update()
       Vector old_data;
       old_data.Swap(*this);
       SetSize(T->Height());
+      UseDevice(true);
       T->Mult(old_data, *this);
    }
    else
@@ -192,7 +198,9 @@ void GridFunction::MakeRef(FiniteElementSpace *f, Vector &v, int v_offset)
    MFEM_ASSERT(v.Size() >= v_offset + f->GetVSize(), "");
    if (f != fes) { Destroy(); }
    fes = f;
-   NewDataAndSize((double *)v + v_offset, fes->GetVSize());
+   v.UseDevice(true);
+   NewMemoryAndSize(Memory<double>(v.GetMemory(), v_offset, fes->GetVSize()),
+                    fes->GetVSize(), true);
    sequence = fes->GetSequence();
 }
 
@@ -215,13 +223,16 @@ void GridFunction::MakeTRef(FiniteElementSpace *f, Vector &tv, int tv_offset)
    if (!f->GetProlongationMatrix())
    {
       MakeRef(f, tv, tv_offset);
-      t_vec.NewDataAndSize(data, size);
+      t_vec.NewMemoryAndSize(data, size, false);
    }
    else
    {
       MFEM_ASSERT(tv.Size() >= tv_offset + f->GetTrueVSize(), "");
       SetSpace(f); // works in parallel
-      t_vec.NewDataAndSize(&tv(tv_offset), f->GetTrueVSize());
+      tv.UseDevice(true);
+      const int tv_size = f->GetTrueVSize();
+      t_vec.NewMemoryAndSize(Memory<double>(tv.GetMemory(), tv_offset, tv_size),
+                             tv_size, true);
    }
 }
 
@@ -302,7 +313,7 @@ int GridFunction::VectorDim() const
    {
       fe = fes->GetFE(0);
    }
-   if (fe->GetRangeType() == FiniteElement::SCALAR)
+   if (!fe || fe->GetRangeType() == FiniteElement::SCALAR)
    {
       return fes->GetVDim();
    }
@@ -315,7 +326,7 @@ void GridFunction::GetTrueDofs(Vector &tv) const
    if (!R)
    {
       // R is identity -> make tv a reference to *this
-      tv.NewDataAndSize(data, size);
+      tv.NewDataAndSize(const_cast<double*>((const double*)data), size);
    }
    else
    {
@@ -1367,7 +1378,7 @@ void GridFunction::AccumulateAndCountBdrValues(
          if (vdofs.Size() == 0) { continue; }
 
          transf = mesh->GetEdgeTransformation(edge);
-         transf->Attribute = -1; // FIXME: set the boundary attribute
+         transf->Attribute = -1; // TODO: set the boundary attribute
          fe = fes->GetEdgeElement(edge);
          if (!vcoeff)
          {
@@ -1471,7 +1482,7 @@ void GridFunction::AccumulateAndCountBdrTangentValues(
          if (dofs.Size() == 0) { continue; }
 
          T = mesh->GetEdgeTransformation(edge);
-         T->Attribute = -1; // FIXME: set the boundary attribute
+         T->Attribute = -1; // TODO: set the boundary attribute
          fe = fes->GetEdgeElement(edge);
          lvec.SetSize(fe->GetDof());
          fe->Project(vcoeff, *T, lvec);
@@ -1776,6 +1787,7 @@ void GridFunction::ProjectBdrCoefficient(VectorCoefficient &vcoeff,
 void GridFunction::ProjectBdrCoefficient(Coefficient *coeff[], Array<int> &attr)
 {
    Array<int> values_counter;
+   this->HostReadWrite();
    AccumulateAndCountBdrValues(coeff, NULL, attr, values_counter);
    ComputeMeans(ARITHMETIC, values_counter);
 #ifdef MFEM_DEBUG

fem/gridfunc.hpp

@@ -68,15 +68,16 @@ protected:
 
 public:
 
-   GridFunction() { fes = NULL; fec = NULL; sequence = 0; }
+   GridFunction() { fes = NULL; fec = NULL; sequence = 0; UseDevice(true); }
 
    /// Copy constructor. The internal true-dof vector #t_vec is not copied.
    GridFunction(const GridFunction &orig)
-      : Vector(orig), fes(orig.fes), fec(NULL), sequence(orig.sequence) { }
+      : Vector(orig), fes(orig.fes), fec(NULL), sequence(orig.sequence)
+   { UseDevice(true); }
 
    /// Construct a GridFunction associated with the FiniteElementSpace @a *f.
    GridFunction(FiniteElementSpace *f) : Vector(f->GetVSize())
-   { fes = f; fec = NULL; sequence = f->GetSequence(); }
+   { fes = f; fec = NULL; sequence = f->GetSequence(); UseDevice(true); }
 
    /// Construct a GridFunction using previously allocated array @a data.
    /** The GridFunction does not assume ownership of @a data which is assumed to
@@ -84,8 +85,9 @@ public:
        for externally allocated array, the pointer @a data can be NULL. The data
        array can be replaced later using the method SetData().
     */
-   GridFunction(FiniteElementSpace *f, double *data) : Vector(data, f->GetVSize())
-   { fes = f; fec = NULL; sequence = f->GetSequence(); }
+   GridFunction(FiniteElementSpace *f, double *data)
+      : Vector(data, f->GetVSize())
+   { fes = f; fec = NULL; sequence = f->GetSequence(); UseDevice(true); }
 
    /// Construct a GridFunction on the given Mesh, using the data from @a input.
    /** The content of @a input should be in the format created by the method
@@ -124,6 +126,7 @@ public:
 
    /// @brief Extract the true-dofs from the GridFunction. If all dofs are true,
    /// then `tv` will be set to point to the data of `*this`.
+   /** @warning This method breaks const-ness when all dofs are true. */
    void GetTrueDofs(Vector &tv) const;
 
    /// Shortcut for calling GetTrueDofs() with GetTrueVector() as argument.
@@ -702,7 +705,7 @@ inline void QuadratureFunction::GetElementValues(int idx, Vector &values) const
    const int s_offset = qspace->element_offsets[idx];
    const int sl_size = qspace->element_offsets[idx+1] - s_offset;
    values.SetSize(vdim*sl_size);
-   double *q = data + vdim*s_offset;
+   const double *q = data + vdim*s_offset;
    for (int i = 0; i<values.Size(); i++)
    {
       values(i) = *(q++);
@@ -722,12 +725,14 @@ inline void QuadratureFunction::GetElementValues(int idx,
    const int s_offset = qspace->element_offsets[idx];
    const int sl_size = qspace->element_offsets[idx+1] - s_offset;
    values.SetSize(vdim, sl_size);
-   double *q = data + vdim*s_offset;
+   const double *q = data + vdim*s_offset;
    for (int j = 0; j<sl_size; j++)
+   {
       for (int i = 0; i<vdim; i++)
       {
          values(i,j) = *(q++);
       }
+   }
 }
 
 } // namespace mfem

fem/intrules.cpp

@@ -78,6 +78,19 @@ IntegrationRule::IntegrationRule(IntegrationRule &irx, IntegrationRule &iry,
    }
 }
 
+const Array<double> &IntegrationRule::GetWeights() const
+{
+   if (weights.Size() != GetNPoints())
+   {
+      weights.SetSize(GetNPoints());
+      for (int i = 0; i < GetNPoints(); i++)
+      {
+         weights[i] = IntPoint(i).weight;
+      }
+   }
+   return weights;
+}
+
 void IntegrationRule::GrundmannMollerSimplexRule(int s, int n)
 {
    // for pow on older compilers

fem/intrules.hpp

@@ -87,6 +87,9 @@ class IntegrationRule : public Array<IntegrationPoint>
 private:
    friend class IntegrationRules;
    int Order;
+   /** @brief The quadrature weights gathered as a contiguous array. Created
+       by request with the method GetWeights(). */
+   mutable Array<double> weights;
 
    /// Define n-simplex rule (triangle/tetrahedron for n=2/3) of order (2s+1)
    void GrundmannMollerSimplexRule(int s, int n = 3);
@@ -239,6 +242,11 @@ public:
    /// Returns a const reference to the i-th integration point
    const IntegrationPoint &IntPoint(int i) const { return (*this)[i]; }
 
+   /// Return the quadrature weights in a contiguous array.
+   /** If a contiguous array is not required, the weights can be accessed with
+       a call like this: `IntPoint(i).weight`. */
+   const Array<double> &GetWeights() const;
+
    /// Destroys an IntegrationRule object
    ~IntegrationRule() { }
 };

fem/linearform.cpp

@@ -19,6 +19,9 @@ namespace mfem
 LinearForm::LinearForm(FiniteElementSpace *f, LinearForm *lf)
    : Vector(f->GetVSize())
 {
+   // Linear forms are stored on the device
+   UseDevice(true);
+
    fes = f;
    extern_lfs = 1;
 
@@ -83,6 +86,10 @@ void LinearForm::Assemble()
 
    Vector::operator=(0.0);
 
+   // The above operation is executed on device because of UseDevice().
+   // The first use of AddElementVector() below will move it back to host
+   // because both 'vdofs' and 'elemvect' are on host.
+
    if (dlfi.Size())
    {
       for (i = 0; i < fes -> GetNE(); i++)

fem/linearform.hpp

@@ -64,7 +64,7 @@ public:
    /// Creates linear form associated with FE space @a *f.
    /** The pointer @a f is not owned by the newly constructed object. */
    LinearForm(FiniteElementSpace *f) : Vector(f->GetVSize())
-   { fes = f; extern_lfs = 0; }
+   { fes = f; extern_lfs = 0; UseDevice(true); }
 
    /** @brief Create a LinearForm on the FiniteElementSpace @a f, using the
        same integrators as the LinearForm @a lf.
@@ -79,7 +79,7 @@ public:
    /** The associated FiniteElementSpace can be set later using one of the
        methods: Update(FiniteElementSpace *) or
        Update(FiniteElementSpace *, Vector &, int). */
-   LinearForm() { fes = NULL; extern_lfs = 0; }
+   LinearForm() { fes = NULL; extern_lfs = 0; UseDevice(true); }
 
    /// Copy assignment. Only the data of the base class Vector is copied.
    /** It is assumed that this object and @a rhs use FiniteElementSpace%s that

fem/lininteg.cpp

@@ -181,7 +181,7 @@ void VectorDomainLFIntegrator::AssembleRHSElementVect(
    const IntegrationRule *ir = IntRule;
    if (ir == NULL)
    {
-      int intorder = el.GetOrder() + 1;
+      int intorder = 2*el.GetOrder();
       ir = &IntRules.Get(el.GetGeomType(), intorder);
    }
 
@@ -240,7 +240,7 @@ void VectorBoundaryLFIntegrator::AssembleRHSElementVect(
    const IntegrationRule *ir = IntRule;
    if (ir == NULL)
    {
-      int intorder = el.GetOrder() + 1;
+      int intorder = 2*el.GetOrder();
       ir = &IntRules.Get(el.GetGeomType(), intorder);
    }
 
@@ -275,7 +275,7 @@ void VectorBoundaryLFIntegrator::AssembleRHSElementVect(
    const IntegrationRule *ir = IntRule;
    if (ir == NULL)
    {
-      int intorder = el.GetOrder() + 1;
+      int intorder = 2*el.GetOrder();
       ir = &IntRules.Get(Tr.FaceGeom, intorder);
    }
 

fem/occa.okl

@@ -35,11 +35,11 @@ typedef double* QLocal2D_t @dim(Q1D, Q1D, NE);
 typedef double* DLocal3D_t @dim(D1D, D1D, D1D, NE);
 typedef double* QLocal3D_t @dim(Q1D, Q1D, Q1D, NE);
 
-typedef double* Jacobian2D_t @dim(2, 2, Q2D, NE);
-typedef double* Jacobian3D_t @dim(3, 3, Q3D, NE);
+typedef double* Jacobian2D_t @dim(Q2D, 2, 2, NE);
+typedef double* Jacobian3D_t @dim(Q3D, 3, 3, NE);
 
-typedef double* SymmOperator2D_t @dim(3, Q2D, NE);
-typedef double* SymmOperator3D_t @dim(6, Q3D, NE);
+typedef double* SymmOperator2D_t @dim(Q2D, 3, NE);
+typedef double* SymmOperator3D_t @dim(Q3D, 6, NE);
 
 @kernel void DiffusionSetup2D(const int NE,
                               @restrict const double *W,
@@ -48,12 +48,12 @@ typedef double* SymmOperator3D_t @dim(6, Q3D, NE);
                               @restrict SymmOperator2D_t op) {
   for (int e = 0; e < NE; ++e; @outer) {
     for (int q = 0; q < Q2D; ++q; @inner) {
-      const double J11 = J(0, 0, q, e), J12 = J(1, 0, q, e);
-      const double J21 = J(0, 1, q, e), J22 = J(1, 1, q, e);
+      const double J11 = J(q, 0, 0, e), J12 = J(q, 1, 0, e);
+      const double J21 = J(q, 0, 1, e), J22 = J(q, 1, 1, e);
       const double c_detJ = W[q] * COEFF / ((J11 * J22) - (J21 * J12));
-      op(0, q, e) =  c_detJ * (J21*J21 + J22*J22); // (1,1)
-      op(1, q, e) = -c_detJ * (J21*J11 + J22*J12); // (1,2), (2,1)
-      op(2, q, e) =  c_detJ * (J11*J11 + J12*J12); // (2,2)
+      op(q, 0, e) =  c_detJ * (J21*J21 + J22*J22); // (1,1)
+      op(q, 1, e) = -c_detJ * (J21*J11 + J22*J12); // (1,2), (2,1)
+      op(q, 2, e) =  c_detJ * (J11*J11 + J12*J12); // (2,2)
     }
   }
 }
@@ -65,9 +65,9 @@ typedef double* SymmOperator3D_t @dim(6, Q3D, NE);
                               @restrict SymmOperator3D_t op) {
   for (int e = 0; e < NE; ++e; @outer) {
     for (int q = 0; q < Q3D; ++q; @inner) {
-      const double J11 = J(0, 0, q, e), J12 = J(1, 0, q, e), J13 = J(2, 0, q, e);
-      const double J21 = J(0, 1, q, e), J22 = J(1, 1, q, e), J23 = J(2, 1, q, e);
-      const double J31 = J(0, 2, q, e), J32 = J(1, 2, q, e), J33 = J(2, 2, q, e);
+      const double J11 = J(q, 0, 0, e), J12 = J(q, 1, 0, e), J13 = J(q, 2, 0, e);
+      const double J21 = J(q, 0, 1, e), J22 = J(q, 1, 1, e), J23 = J(q, 2, 1, e);
+      const double J31 = J(q, 0, 2, e), J32 = J(q, 1, 2, e), J33 = J(q, 2, 2, e);
 
       const double detJ = ((J11 * J22 * J33) + (J12 * J23 * J31) + (J13 * J21 * J32) -
                            (J13 * J22 * J31) - (J12 * J21 * J33) - (J11 * J23 * J32));
@@ -88,12 +88,12 @@ typedef double* SymmOperator3D_t @dim(6, Q3D, NE);
       const double A33 = (J11 * J22) - (J12 * J21);
 
       // adj(J)^Tadj(J)
-      op(0, q, e) = c_detJ * (A11*A11 + A21*A21 + A31*A31); // (1,1)
-      op(1, q, e) = c_detJ * (A11*A12 + A21*A22 + A31*A32); // (1,2), (2,1)
-      op(2, q, e) = c_detJ * (A11*A13 + A21*A23 + A31*A33); // (1,3), (3,1)
-      op(3, q, e) = c_detJ * (A12*A12 + A22*A22 + A32*A32); // (2,2)
-      op(4, q, e) = c_detJ * (A12*A13 + A22*A23 + A32*A33); // (2,3), (3,2)
-      op(5, q, e) = c_detJ * (A13*A13 + A23*A23 + A33*A33); // (3,3)
+      op(q, 0, e) = c_detJ * (A11*A11 + A21*A21 + A31*A31); // (1,1)
+      op(q, 1, e) = c_detJ * (A11*A12 + A21*A22 + A31*A32); // (1,2), (2,1)
+      op(q, 2, e) = c_detJ * (A11*A13 + A21*A23 + A31*A33); // (1,3), (3,1)
+      op(q, 3, e) = c_detJ * (A12*A12 + A22*A22 + A32*A32); // (2,2)
+      op(q, 4, e) = c_detJ * (A12*A13 + A22*A23 + A32*A33); // (2,3), (3,2)
+      op(q, 5, e) = c_detJ * (A13*A13 + A23*A23 + A33*A33); // (3,3)
     }
   }
 }
@@ -146,9 +146,9 @@ typedef double* SymmOperator3D_t @dim(6, Q3D, NE);
          for (int qy = 0; qy < Q1D; ++qy) {
             for (int qx = 0; qx < Q1D; ++qx) {
                const int q = QUAD_2D_ID(qx, qy);
-               const double O11 = op(0, q, e);
-               const double O12 = op(1, q, e);
-               const double O22 = op(2, q, e);
+               const double O11 = op(q, 0, e);
+               const double O12 = op(q, 1, e);
+               const double O22 = op(q, 2, e);
 
                const double gradX = grad[qy][qx][0];
                const double gradY = grad[qy][qx][1];
@@ -255,9 +255,9 @@ typedef double* SymmOperator3D_t @dim(6, Q3D, NE);
                      }
 
                      const int q = QUAD_2D_ID(qx, qy);
-                     const double O11 = op(0, q, e);
-                     const double O12 = op(1, q, e);
-                     const double O22 = op(2, q, e);
+                     const double O11 = op(q, 0, e);
+                     const double O12 = op(q, 1, e);
+                     const double O22 = op(q, 2, e);
 
                      s_grad(0, qx, qy) = (O11 * gradX) + (O12 * gradY);
                      s_grad(1, qx, qy) = (O12 * gradX) + (O22 * gradY);
@@ -382,12 +382,12 @@ typedef double* SymmOperator3D_t @dim(6, Q3D, NE);
         for (int qy = 0; qy < Q1D; ++qy) {
           for (int qx = 0; qx < Q1D; ++qx) {
             const int q = QUAD_3D_ID(qx, qy, qz);
-            const double O11 = op(0, q, e);
-            const double O12 = op(1, q, e);
-            const double O13 = op(2, q, e);
-            const double O22 = op(3, q, e);
-            const double O23 = op(4, q, e);
-            const double O33 = op(5, q, e);
+            const double O11 = op(q, 0, e);
+            const double O12 = op(q, 1, e);
+            const double O13 = op(q, 2, e);
+            const double O22 = op(q, 3, e);
+            const double O23 = op(q, 4, e);
+            const double O33 = op(q, 5, e);
 
             const double gradX = grad[qz][qy][qx][0];
             const double gradY = grad[qz][qy][qx][1];
@@ -557,12 +557,12 @@ typedef double* SymmOperator3D_t @dim(6, Q3D, NE);
             }
 
             const int q = QUAD_3D_ID(qx, qy, qz);
-            const double O11 = op(0, q, e);
-            const double O12 = op(1, q, e);
-            const double O13 = op(2, q, e);
-            const double O22 = op(3, q, e);
-            const double O23 = op(4, q, e);
-            const double O33 = op(5, q, e);
+            const double O11 = op(q, 0, e);
+            const double O12 = op(q, 1, e);
+            const double O13 = op(q, 2, e);
+            const double O22 = op(q, 3, e);
+            const double O23 = op(q, 4, e);
+            const double O33 = op(q, 5, e);
 
             const double qDxyz = (O11 * Dxyz) + (O12 * xDyz) + (O13 * xyDz);
             const double qxDyz = (O12 * Dxyz) + (O22 * xDyz) + (O23 * xyDz);

fem/pbilinearform.cpp

@@ -203,7 +203,14 @@ void ParBilinearForm::AssembleSharedFaces(int skip_zeros)
       vdofs1.Copy(vdofs_all);
       for (int j = 0; j < vdofs2.Size(); j++)
       {
-         vdofs2[j] += height;
+         if (vdofs2[j] >= 0)
+         {
+            vdofs2[j] += height;
+         }
+         else
+         {
+            vdofs2[j] -= height;
+         }
       }
       vdofs_all.Append(vdofs2);
       for (int k = 0; k < fbfi.Size(); k++)

fem/pfespace.cpp

@@ -613,15 +613,15 @@ void ParFiniteElementSpace::Build_Dof_TrueDof_Matrix() const // matrix P
    int ldof  = GetVSize();
    int ltdof = TrueVSize();
 
-   HYPRE_Int *i_diag = mfem::New<HYPRE_Int>(ldof+1);
-   HYPRE_Int *j_diag = mfem::New<HYPRE_Int>(ltdof);
+   HYPRE_Int *i_diag = new HYPRE_Int[ldof+1];
+   HYPRE_Int *j_diag = new HYPRE_Int[ltdof];
    int diag_counter;
 
-   HYPRE_Int *i_offd = mfem::New<HYPRE_Int>(ldof+1);
-   HYPRE_Int *j_offd = mfem::New<HYPRE_Int>(ldof-ltdof);
+   HYPRE_Int *i_offd = new HYPRE_Int[ldof+1];
+   HYPRE_Int *j_offd = new HYPRE_Int[ldof-ltdof];
    int offd_counter;
 
-   HYPRE_Int *cmap   = mfem::New<HYPRE_Int>(ldof-ltdof);
+   HYPRE_Int *cmap   = new HYPRE_Int[ldof-ltdof];
 
    HYPRE_Int *col_starts = GetTrueDofOffsets();
    HYPRE_Int *row_starts = GetDofOffsets();
@@ -747,12 +747,14 @@ void ParFiniteElementSpace::GetEssentialTrueDofs(const Array<int>
    // Verify that in boolean arithmetic: P^T ess_dofs = R ess_dofs.
    Array<int> true_ess_dofs2(true_ess_dofs.Size());
    HypreParMatrix *Pt = Dof_TrueDof_Matrix()->Transpose();
-   Pt->BooleanMult(1, ess_dofs, 0, true_ess_dofs2);
+   const int *ess_dofs_data = ess_dofs.HostRead();
+   Pt->BooleanMult(1, ess_dofs_data, 0, true_ess_dofs2);
    delete Pt;
    int counter = 0;
+   const int *ted = true_ess_dofs.HostRead();
    for (int i = 0; i < true_ess_dofs.Size(); i++)
    {
-      if (bool(true_ess_dofs[i]) != bool(true_ess_dofs2[i])) { counter++; }
+      if (bool(ted[i]) != bool(true_ess_dofs2[i])) { counter++; }
    }
    MFEM_VERIFY(counter == 0, "internal MFEM error: counter = " << counter);
 #endif
@@ -902,11 +904,15 @@ void ParFiniteElementSpace::ExchangeFaceNbrData()
       {
          GetElementVDofs(my_elems[i], ldofs);
          for (int j = 0; j < ldofs.Size(); j++)
-            if (ldof_marker[ldofs[j]] != fn)
+         {
+            int ldof = (ldofs[j] >= 0 ? ldofs[j] : -1-ldofs[j]);
+
+            if (ldof_marker[ldof] != fn)
             {
-               ldof_marker[ldofs[j]] = fn;
+               ldof_marker[ldof] = fn;
                send_face_nbr_ldof.AddAColumnInRow(fn);
             }
+         }
          send_nbr_elem_dof.AddColumnsInRow(send_el_off[fn] + i, ldofs.Size());
       }
 
@@ -960,9 +966,11 @@ void ParFiniteElementSpace::ExchangeFaceNbrData()
          GetElementVDofs(my_elems[i], ldofs);
          for (int j = 0; j < ldofs.Size(); j++)
          {
-            if (ldof_marker[ldofs[j]] != fn)
+            int ldof = (ldofs[j] >= 0 ? ldofs[j] : -1-ldofs[j]);
+
+            if (ldof_marker[ldof] != fn)
             {
-               ldof_marker[ldofs[j]] = fn;
+               ldof_marker[ldof] = fn;
                send_face_nbr_ldof.AddConnection(fn, ldofs[j]);
             }
          }
@@ -983,12 +991,14 @@ void ParFiniteElementSpace::ExchangeFaceNbrData()
 
       for (int i = 0; i < num_ldofs; i++)
       {
-         ldof_marker[ldofs[i]] = i;
+         int ldof = (ldofs[i] >= 0 ? ldofs[i] : -1-ldofs[i]);
+         ldof_marker[ldof] = i;
       }
 
       for ( ; j < j_end; j++)
       {
-         send_J[j] = ldof_marker[send_J[j]];
+         int ldof = (send_J[j] >= 0 ? send_J[j] : -1-send_J[j]);
+         send_J[j] = (send_J[j] >= 0 ? ldof_marker[ldof] : -1-ldof_marker[ldof]);
       }
    }
 
@@ -1023,7 +1033,14 @@ void ParFiniteElementSpace::ExchangeFaceNbrData()
 
       for ( ; j < j_end; j++)
       {
-         recv_J[j] += shift;
+         if (recv_J[j] >= 0)
+         {
+            recv_J[j] += shift;
+         }
+         else
+         {
+            recv_J[j] -= shift;
+         }
       }
    }
 
@@ -1072,8 +1089,15 @@ void ParFiniteElementSpace::ExchangeFaceNbrData()
    for (int fn = 0, j = 0; fn < num_face_nbrs; fn++)
    {
       for (int j_end = face_nbr_ldof.GetI()[fn+1]; j < j_end; j++)
-         face_nbr_glob_dof_map[j] =
-            dof_face_nbr_offsets[fn] + face_nbr_ldof.GetJ()[j];
+      {
+         int ldof = face_nbr_ldof.GetJ()[j];
+         if (ldof < 0)
+         {
+            ldof = -1-ldof;
+         }
+
+         face_nbr_glob_dof_map[j] = dof_face_nbr_offsets[fn] + ldof;
+      }
    }
 
    MPI_Waitall(num_face_nbrs, send_requests, statuses);
@@ -2249,7 +2273,7 @@ HypreParMatrix* ParFiniteElementSpace
    }
 
    // create offd column mapping
-   HYPRE_Int *cmap = mfem::New<HYPRE_Int>(col_map.size());
+   HYPRE_Int *cmap = new HYPRE_Int[col_map.size()];
    int offd_col = 0;
    for (std::map<HYPRE_Int, int>::iterator
         it = col_map.begin(); it != col_map.end(); ++it)
@@ -2258,14 +2282,14 @@ HypreParMatrix* ParFiniteElementSpace
       it->second = offd_col++;
    }
 
-   HYPRE_Int *I_diag = mfem::New<HYPRE_Int>(vdim*local_rows + 1);
-   HYPRE_Int *I_offd = mfem::New<HYPRE_Int>(vdim*local_rows + 1);
+   HYPRE_Int *I_diag = new HYPRE_Int[vdim*local_rows + 1];
+   HYPRE_Int *I_offd = new HYPRE_Int[vdim*local_rows + 1];
 
-   HYPRE_Int *J_diag = mfem::New<HYPRE_Int>(nnz_diag);
-   HYPRE_Int *J_offd = mfem::New<HYPRE_Int>(nnz_offd);
+   HYPRE_Int *J_diag = new HYPRE_Int[nnz_diag];
+   HYPRE_Int *J_offd = new HYPRE_Int[nnz_offd];
 
-   double *A_diag = mfem::New<double>(nnz_diag);
-   double *A_offd = mfem::New<double>(nnz_offd);
+   double *A_diag = new double[nnz_diag];
+   double *A_offd = new double[nnz_offd];
 
    int vdim1 = bynodes ? vdim : 1;
    int vdim2 = bynodes ? 1 : vdim;
@@ -2316,7 +2340,7 @@ HypreParMatrix* ParFiniteElementSpace
 
 static HYPRE_Int* make_i_array(int nrows)
 {
-   HYPRE_Int *I = mfem::New<HYPRE_Int>(nrows+1);
+   HYPRE_Int *I = new HYPRE_Int[nrows+1];
    for (int i = 0; i <= nrows; i++) { I[i] = -1; }
    return I;
 }
@@ -2328,7 +2352,7 @@ static HYPRE_Int* make_j_array(HYPRE_Int* I, int nrows)
    {
       if (I[i] >= 0) { nnz++; }
    }
-   HYPRE_Int *J = mfem::New<HYPRE_Int>(nnz);
+   HYPRE_Int *J = new HYPRE_Int[nnz];
 
    I[nrows] = -1;
    for (int i = 0, k = 0; i <= nrows; i++)
@@ -2427,7 +2451,7 @@ ParFiniteElementSpace::RebalanceMatrix(int old_ndofs,
    }
    SortPairs<HYPRE_Int, int>(cmap_offd, offd_cols);
 
-   HYPRE_Int* cmap = mfem::New<HYPRE_Int>(offd_cols);
+   HYPRE_Int* cmap = new HYPRE_Int[offd_cols];
    for (int i = 0; i < offd_cols; i++)
    {
       cmap[i] = cmap_offd[i].one;
@@ -2623,7 +2647,7 @@ ParFiniteElementSpace::ParallelDerefinementMatrix(int old_ndofs,
    offd->SetWidth(col_map.size());
 
    // create offd column mapping for use by hypre
-   HYPRE_Int *cmap = mfem::New<HYPRE_Int>(offd->Width());
+   HYPRE_Int *cmap = new HYPRE_Int[offd->Width()];
    for (std::map<HYPRE_Int, int>::iterator
         it = col_map.begin(); it != col_map.end(); ++it)
    {
@@ -2863,9 +2887,8 @@ void ConformingProlongationOperator::Mult(const Vector &x, Vector &y) const
    MFEM_ASSERT(x.Size() == Width(), "");
    MFEM_ASSERT(y.Size() == Height(), "");
 
-   const double *xdata = x.GetData();
-   double *ydata = y.GetData();
-   x.Pull();
+   const double *xdata = x.HostRead();
+   double *ydata = y.HostWrite();
    const int m = external_ldofs.Size();
 
    const int in_layout = 2; // 2 - input is ltdofs array
@@ -2882,7 +2905,6 @@ void ConformingProlongationOperator::Mult(const Vector &x, Vector &y) const
 
    const int out_layout = 0; // 0 - output is ldofs array
    gc.BcastEnd(ydata, out_layout);
-   y.Push();
 }
 
 void ConformingProlongationOperator::MultTranspose(
@@ -2891,9 +2913,8 @@ void ConformingProlongationOperator::MultTranspose(
    MFEM_ASSERT(x.Size() == Height(), "");
    MFEM_ASSERT(y.Size() == Width(), "");
 
-   const double *xdata = x.GetData();
-   double *ydata = y.GetData();
-   x.Pull();
+   const double *xdata = x.HostRead();
+   double *ydata = y.HostWrite();
    const int m = external_ldofs.Size();
 
    gc.ReduceBegin(xdata);
@@ -2909,7 +2930,6 @@ void ConformingProlongationOperator::MultTranspose(
 
    const int out_layout = 2; // 2 - output is an array on all ltdofs
    gc.ReduceEnd<double>(ydata, out_layout, GroupCommunicator::Sum);
-   y.Push();
 }
 
 } // namespace mfem

fem/pgridfunc.cpp

@@ -367,10 +367,10 @@ void ParGridFunction::ProjectDiscCoefficient(Coefficient &coeff, AvgType type)
    GroupCommunicator &gcomm = pfes->GroupComm();
    gcomm.Reduce<int>(zones_per_vdof, GroupCommunicator::Sum);
    gcomm.Bcast(zones_per_vdof);
-   // Accumulate for all tdofs.
-   HypreParVector *tv = this->ParallelAssemble();
-   this->Distribute(tv);
-   delete tv;
+
+   // Accumulate for all vdofs.
+   gcomm.Reduce<double>(data, GroupCommunicator::Sum);
+   gcomm.Bcast<double>(data);
 
    ComputeMeans(type, zones_per_vdof);
 }
@@ -389,10 +389,10 @@ void ParGridFunction::ProjectDiscCoefficient(VectorCoefficient &vcoeff,
    GroupCommunicator &gcomm = pfes->GroupComm();
    gcomm.Reduce<int>(zones_per_vdof, GroupCommunicator::Sum);
    gcomm.Bcast(zones_per_vdof);
-   // Accumulate for all tdofs.
-   HypreParVector *tv = this->ParallelAssemble();
-   this->Distribute(tv);
-   delete tv;
+
+   // Accumulate for all vdofs.
+   gcomm.Reduce<double>(data, GroupCommunicator::Sum);
+   gcomm.Bcast<double>(data);
 
    ComputeMeans(type, zones_per_vdof);
 }
@@ -425,8 +425,8 @@ void ParGridFunction::ProjectBdrCoefficient(
    }
    else
    {
-      // FIXME: same as the conforming case after 'cut-mesh-groups-dev-*' is
-      //        merged?
+      // TODO: is this the same as the conforming case (after the merge of
+      //       cut-mesh-groups-dev)?
       ComputeMeans(ARITHMETIC, values_counter);
    }
 #ifdef MFEM_DEBUG
@@ -469,8 +469,8 @@ void ParGridFunction::ProjectBdrCoefficientTangent(VectorCoefficient &vcoeff,
    }
    else
    {
-      // FIXME: same as the conforming case after 'cut-mesh-groups-dev-*' is
-      //        merged?
+      // TODO: is this the same as the conforming case (after the merge of
+      //       cut-mesh-groups-dev)?
       ComputeMeans(ARITHMETIC, values_counter);
    }
 #ifdef MFEM_DEBUG
@@ -487,16 +487,17 @@ void ParGridFunction::ProjectBdrCoefficientTangent(VectorCoefficient &vcoeff,
 
 void ParGridFunction::Save(std::ostream &out) const
 {
+   double *data_  = const_cast<double*>(HostRead());
    for (int i = 0; i < size; i++)
    {
-      if (pfes->GetDofSign(i) < 0) { data[i] = -data[i]; }
+      if (pfes->GetDofSign(i) < 0) { data_[i] = -data_[i]; }
    }
 
    GridFunction::Save(out);
 
    for (int i = 0; i < size; i++)
    {
-      if (pfes->GetDofSign(i) < 0) { data[i] = -data[i]; }
+      if (pfes->GetDofSign(i) < 0) { data_[i] = -data_[i]; }
    }
 }
 

fem/tmop.cpp

@@ -956,13 +956,13 @@ double TMOP_Integrator::GetElementEnergy(const FiniteElement &el,
       Tpr->Attribute = T.Attribute;
       Tpr->GetPointMat().Transpose(PMatI); // PointMat = PMatI^T
    }
-   // FIXME: computing the coefficients 'coeff1' and 'coeff0' in physical
-   //        coordinates means that, generally, the gradient and Hessian of the
-   //        TMOP_Integrator will depend on the derivatives of the coefficients.
+   // TODO: computing the coefficients 'coeff1' and 'coeff0' in physical
+   //       coordinates means that, generally, the gradient and Hessian of the
+   //       TMOP_Integrator will depend on the derivatives of the coefficients.
    //
-   //        In some cases the coefficients are independent of any movement of
-   //        the physical coordinates (i.e. changes in 'elfun'), e.g. when the
-   //        coefficient is a ConstantCoefficient or a GridFunctionCoefficient.
+   //       In some cases the coefficients are independent of any movement of
+   //       the physical coordinates (i.e. changes in 'elfun'), e.g. when the
+   //       coefficient is a ConstantCoefficient or a GridFunctionCoefficient.
 
    for (int i = 0; i < ir->GetNPoints(); i++)
    {

general/array.cpp

@@ -19,54 +19,12 @@
 namespace mfem
 {
 
-BaseArray::BaseArray(int asize, int ainc, int elementsize)
-{
-   if (asize > 0)
-   {
-      data = mfem::New<char>(asize * elementsize);
-      size = allocsize = asize;
-   }
-   else
-   {
-      data = 0;
-      size = allocsize = 0;
-   }
-   inc = ainc;
-}
-
-BaseArray::~BaseArray()
-{
-   if (allocsize > 0)
-   {
-      mfem::Delete((char*)data);
-   }
-}
-
-void BaseArray::GrowSize(int minsize, int elementsize)
-{
-   void *p;
-   int nsize = (inc > 0) ? abs(allocsize) + inc : 2 * abs(allocsize);
-   if (nsize < minsize) { nsize = minsize; }
-
-   p = mfem::New<char>(nsize * elementsize);
-   if (size > 0)
-   {
-      mfem::Memcpy(p, data, size * elementsize);
-   }
-   if (allocsize > 0)
-   {
-      mfem::Delete((char*)data);
-   }
-   data = p;
-   allocsize = nsize;
-}
-
 template <class T>
 void Array<T>::Print(std::ostream &out, int width) const
 {
    for (int i = 0; i < size; i++)
    {
-      out << ((T*)data)[i];
+      out << data[i];
       if ( !((i+1) % width) || i+1 == size )
       {
          out << '\n';
@@ -113,10 +71,12 @@ T Array<T>::Max() const
 
    T max = operator[](0);
    for (int i = 1; i < size; i++)
+   {
       if (max < operator[](i))
       {
          max = operator[](i);
       }
+   }
 
    return max;
 }
@@ -128,10 +88,12 @@ T Array<T>::Min() const
 
    T min = operator[](0);
    for (int i = 1; i < size; i++)
+   {
       if (operator[](i) < min)
       {
          min = operator[](i);
       }
+   }
 
    return min;
 }

general/array.hpp

@@ -14,6 +14,7 @@
 
 #include "../config/config.hpp"
 #include "mem_manager.hpp"
+#include "device.hpp"
 #include "error.hpp"
 #include "globals.hpp"
 
@@ -25,31 +26,6 @@
 namespace mfem
 {
 
-/// Base class for array container.
-class BaseArray
-{
-protected:
-   /// Pointer to data
-   void *data;
-   /// Size of the array
-   int size;
-   /// Size of the allocated memory
-   int allocsize;
-   /** Increment of allocated memory on overflow,
-       inc = 0 doubles the array */
-   int inc;
-
-   BaseArray() { }
-   /// Creates array of asize elements of size elementsize
-   BaseArray(int asize, int ainc, int elmentsize);
-   /// Free the allocated memory
-   ~BaseArray();
-   /** Increases the allocsize of the array to be at least minsize.
-       The current content of the array is copied to the newly allocated
-       space. minsize must be > abs(allocsize). */
-   void GrowSize(int minsize, int elementsize);
-};
-
 template <class T>
 class Array;
 
@@ -65,70 +41,78 @@ void Swap(Array<T> &, Array<T> &);
    The elements can be accessed by the [] operator, the range is 0 to size-1.
 */
 template <class T>
-class Array : public BaseArray
+class Array
 {
+protected:
+   /// Pointer to data
+   Memory<T> data;
+   /// Size of the array
+   int size;
+
+   inline void GrowSize(int minsize);
+
 public:
    friend void Swap<T>(Array<T> &, Array<T> &);
 
    /// Creates array of asize elements
-   explicit inline Array(int asize = 0, int ainc = 0)
-      : BaseArray(asize, ainc, sizeof (T)) { }
+   explicit inline Array(int asize = 0)
+      : size(asize) { asize > 0 ? data.New(asize) : data.Reset(); }
 
    /** Creates array using an existing c-array of asize elements;
        allocsize is set to -asize to indicate that the data will not
        be deleted. */
-   inline Array(T *_data, int asize, int ainc = 0)
-   { data = _data; size = asize; allocsize = -asize; inc = ainc; }
+   inline Array(T *_data, int asize)
+   { data.Wrap(_data, asize, false); size = asize; }
 
    /// Copy constructor: deep copy
-   Array(const Array<T> &src)
-      : BaseArray(src.size, 0, sizeof(T))
-   { mfem::Memcpy(data, src.data, size*sizeof(T)); }
+   /** This method supports source arrays using any MemoryType. */
+   inline Array(const Array &src);
 
    /// Copy constructor (deep copy) from an Array of convertable type
    template <typename CT>
-   Array(const Array<CT> &src)
-      : BaseArray(src.Size(), 0, sizeof(T))
-   { for (int i = 0; i < size; i++) { (*this)[i] = T(src[i]); } }
+   inline Array(const Array<CT> &src);
 
    /// Destructor
-   inline ~Array() { }
+   inline ~Array() { data.Delete(); }
 
    /// Assignment operator: deep copy
    Array<T> &operator=(const Array<T> &src) { src.Copy(*this); return *this; }
 
    /// Assignment operator (deep copy) from an Array of convertable type
    template <typename CT>
-   Array<T> &operator=(const Array<CT> &src)
-   {
-      SetSize(src.Size());
-      for (int i = 0; i < size; i++) { (*this)[i] = T(src[i]); }
-      return *this;
-   }
+   inline Array &operator=(const Array<CT> &src);
 
    /// Return the data as 'T *'
-   inline operator T *() { return (T *)data; }
+   inline operator T *() { return data; }
 
    /// Return the data as 'const T *'
-   inline operator const T *() const { return (const T *)data; }
+   inline operator const T *() const { return data; }
 
    /// Returns the data
-   inline T *GetData() { return (T *)data; }
+   inline T *GetData() { return data; }
    /// Returns the data
-   inline const T *GetData() const { return (T *)data; }
+   inline const T *GetData() const { return data; }
+
+   /// Return a reference to the Memory object used by the Array.
+   Memory<T> &GetMemory() { return data; }
+
+   /// Return a reference to the Memory object used by the Array, const version.
+   const Memory<T> &GetMemory() const { return data; }
+
+   /// Return the device flag of the Memory object used by the Array
+   bool UseDevice() const { return data.UseDevice(); }
 
    /// Return true if the data will be deleted by the array
-   inline bool OwnsData() const { return (allocsize > 0); }
+   inline bool OwnsData() const { return data.OwnsHostPtr(); }
 
    /// Changes the ownership of the data
-   inline void StealData(T **p)
-   { *p = (T*)data; data = 0; size = allocsize = 0; }
+   inline void StealData(T **p) { *p = data; data.Reset(); size = 0; }
 
    /// NULL-ifies the data
-   inline void LoseData() { data = 0; size = allocsize = 0; }
+   inline void LoseData() { data.Reset(); size = 0; }
 
    /// Make the Array own the data
-   void MakeDataOwner() { allocsize = abs(allocsize); }
+   void MakeDataOwner() const { data.SetHostPtrOwner(true); }
 
    /// Logical size of the array
    inline int Size() const { return size; }
@@ -139,13 +123,18 @@ public:
    /// Same as SetSize(int) plus initialize new entries with 'initval'
    inline void SetSize(int nsize, const T &initval);
 
+   /** @brief Resize the array to size @a nsize using MemoryType @a mt. Note
+       that unlike the other versions of SetSize(), the current content of the
+       array is not preserved. */
+   inline void SetSize(int nsize, MemoryType mt);
+
    /** Maximum number of entries the array can store without allocating more
        memory. */
-   inline int Capacity() const { return abs(allocsize); }
+   inline int Capacity() const { return data.Capacity(); }
 
    /// Ensures that the allocated size is at least the given size.
    inline void Reserve(int capacity)
-   { if (capacity > abs(allocsize)) { GrowSize(capacity, sizeof(T)); } }
+   { if (capacity > Capacity()) { GrowSize(capacity); } }
 
    /// Access element
    inline T & operator[](int i);
@@ -188,11 +177,7 @@ public:
    inline void DeleteAll();
 
    /// Create a copy of the current array
-   inline void Copy(Array &copy) const
-   {
-      copy.SetSize(Size());
-      mfem::Memcpy(copy.GetData(), data, Size()*sizeof(T));
-   }
+   inline void Copy(Array &copy) const;
 
    /// Make this Array a reference to a pointer
    inline void MakeRef(T *, int);
@@ -200,7 +185,7 @@ public:
    /// Make this Array a reference to 'master'
    inline void MakeRef(const Array &master);
 
-   inline void GetSubArray(int offset, int sa_size, Array<T> &sa);
+   inline void GetSubArray(int offset, int sa_size, Array<T> &sa) const;
 
    /// Prints array to stream with width elements per row
    void Print(std::ostream &out = mfem::out, int width = 4) const;
@@ -235,18 +220,18 @@ public:
    T Min() const;
 
    /// Sorts the array. This requires operator< to be defined for T.
-   void Sort() { std::sort((T*) data, (T*) data + size); }
+   void Sort() { std::sort((T*)data, data + size); }
 
    /// Sorts the array using the supplied comparison function object.
    template<class Compare>
-   void Sort(Compare cmp) { std::sort((T*) data, (T*) data + size, cmp); }
+   void Sort(Compare cmp) { std::sort((T*)data, data + size, cmp); }
 
    /** Removes duplicities from a sorted array. This requires operator== to be
        defined for T. */
    void Unique()
    {
-      T* end = std::unique((T*) data, (T*) data + size);
-      SetSize(end - (T*) data);
+      T* end = std::unique((T*)data, data + size);
+      SetSize(end - data);
    }
 
    /// return true if the array is sorted.
@@ -267,10 +252,36 @@ public:
    inline void CopyTo(U *dest) { std::copy(begin(), end(), dest); }
 
    // STL-like begin/end
-   inline T* begin() const { return (T*) data; }
-   inline T* end() const { return (T*) data + size; }
+   inline T* begin() { return data; }
+   inline T* end() { return data + size; }
+   inline const T* begin() const { return data; }
+   inline const T* end() const { return data + size; }
 
    long MemoryUsage() const { return Capacity() * sizeof(T); }
+
+   /// Shortcut for mfem::Read(a.GetMemory(), a.Size(), on_dev).
+   const T *Read(bool on_dev = true) const
+   { return mfem::Read(data, size, on_dev); }
+
+   /// Shortcut for mfem::Read(a.GetMemory(), a.Size(), false).
+   const T *HostRead() const
+   { return mfem::Read(data, size, false); }
+
+   /// Shortcut for mfem::Write(a.GetMemory(), a.Size(), on_dev).
+   T *Write(bool on_dev = true)
+   { return mfem::Write(data, size, on_dev); }
+
+   /// Shortcut for mfem::Write(a.GetMemory(), a.Size(), false).
+   T *HostWrite()
+   { return mfem::Write(data, size, false); }
+
+   /// Shortcut for mfem::ReadWrite(a.GetMemory(), a.Size(), on_dev).
+   T *ReadWrite(bool on_dev = true)
+   { return mfem::ReadWrite(data, size, on_dev); }
+
+   /// Shortcut for mfem::ReadWrite(a.GetMemory(), a.Size(), false).
+   T *HostReadWrite()
+   { return mfem::ReadWrite(data, size, false); }
 };
 
 template <class T>
@@ -278,7 +289,9 @@ inline bool operator==(const Array<T> &LHS, const Array<T> &RHS)
 {
    if ( LHS.Size() != RHS.Size() ) { return false; }
    for (int i=0; i<LHS.Size(); i++)
+   {
       if ( LHS[i] != RHS[i] ) { return false; }
+   }
    return true;
 }
 
@@ -565,17 +578,51 @@ inline void Swap(Array<T> &a, Array<T> &b)
 {
    Swap(a.data, b.data);
    Swap(a.size, b.size);
-   Swap(a.allocsize, b.allocsize);
-   Swap(a.inc, b.inc);
+}
+
+template <class T>
+inline Array<T>::Array(const Array &src)
+   : size(src.Size())
+{
+   size > 0 ? data.New(size, src.data.GetMemoryType()) : data.Reset();
+   data.CopyFrom(src.data, size);
+   data.UseDevice(src.data.UseDevice());
+}
+
+template <typename T> template <typename CT>
+inline Array<T>::Array(const Array<CT> &src)
+   : size(src.Size())
+{
+   size > 0 ? data.New(size) : data.Reset();
+   for (int i = 0; i < size; i++) { (*this)[i] = T(src[i]); }
+}
+
+template <class T>
+inline void Array<T>::GrowSize(int minsize)
+{
+   const int nsize = std::max(minsize, 2 * data.Capacity());
+   Memory<T> p(nsize, data.GetMemoryType());
+   p.CopyFrom(data, size);
+   p.UseDevice(data.UseDevice());
+   data.Delete();
+   data = p;
+}
+
+template <typename T> template <typename CT>
+inline Array<T> &Array<T>::operator=(const Array<CT> &src)
+{
+   SetSize(src.Size());
+   for (int i = 0; i < size; i++) { (*this)[i] = T(src[i]); }
+   return *this;
 }
 
 template <class T>
 inline void Array<T>::SetSize(int nsize)
 {
    MFEM_ASSERT( nsize>=0, "Size must be non-negative.  It is " << nsize );
-   if (nsize > abs(allocsize))
+   if (nsize > Capacity())
    {
-      GrowSize(nsize, sizeof(T));
+      GrowSize(nsize);
    }
    size = nsize;
 }
@@ -586,24 +633,51 @@ inline void Array<T>::SetSize(int nsize, const T &initval)
    MFEM_ASSERT( nsize>=0, "Size must be non-negative.  It is " << nsize );
    if (nsize > size)
    {
-      if (nsize > abs(allocsize))
+      if (nsize > Capacity())
       {
-         GrowSize(nsize, sizeof(T));
+         GrowSize(nsize);
       }
       for (int i = size; i < nsize; i++)
       {
-         ((T*)data)[i] = initval;
+         data[i] = initval;
       }
    }
    size = nsize;
 }
 
+template <class T>
+inline void Array<T>::SetSize(int nsize, MemoryType mt)
+{
+   MFEM_ASSERT(nsize >= 0, "invalid new size: " << nsize);
+   if (mt == data.GetMemoryType())
+   {
+      if (nsize <= Capacity())
+      {
+         size = nsize;
+         return;
+      }
+   }
+   const bool use_dev = data.UseDevice();
+   data.Delete();
+   if (nsize > 0)
+   {
+      data.New(nsize, mt);
+      size = nsize;
+   }
+   else
+   {
+      data.Reset();
+      size = 0;
+   }
+   data.UseDevice(use_dev);
+}
+
 template <class T>
 inline T &Array<T>::operator[](int i)
 {
    MFEM_ASSERT( i>=0 && i<size,
                 "Access element " << i << " of array, size = " << size );
-   return ((T*)data)[i];
+   return data[i];
 }
 
 template <class T>
@@ -611,14 +685,14 @@ inline const T &Array<T>::operator[](int i) const
 {
    MFEM_ASSERT( i>=0 && i<size,
                 "Access element " << i << " of array, size = " << size );
-   return ((T*)data)[i];
+   return data[i];
 }
 
 template <class T>
 inline int Array<T>::Append(const T &el)
 {
    SetSize(size+1);
-   ((T*)data)[size-1] = el;
+   data[size-1] = el;
    return size;
 }
 
@@ -630,7 +704,7 @@ inline int Array<T>::Append(const T *els, int nels)
    SetSize(size + nels);
    for (int i = 0; i < nels; i++)
    {
-      ((T*)data)[old_size+i] = els[i];
+      data[old_size+i] = els[i];
    }
    return size;
 }
@@ -641,9 +715,9 @@ inline int Array<T>::Prepend(const T &el)
    SetSize(size+1);
    for (int i = size-1; i > 0; i--)
    {
-      ((T*)data)[i] = ((T*)data)[i-1];
+      data[i] = data[i-1];
    }
-   ((T*)data)[0] = el;
+   data[0] = el;
    return size;
 }
 
@@ -651,21 +725,21 @@ template <class T>
 inline T &Array<T>::Last()
 {
    MFEM_ASSERT(size > 0, "Array size is zero: " << size);
-   return ((T*)data)[size-1];
+   return data[size-1];
 }
 
 template <class T>
 inline const T &Array<T>::Last() const
 {
    MFEM_ASSERT(size > 0, "Array size is zero: " << size);
-   return ((T*)data)[size-1];
+   return data[size-1];
 }
 
 template <class T>
 inline int Array<T>::Union(const T &el)
 {
    int i = 0;
-   while ((i < size) && (((T*)data)[i] != el)) { i++; }
+   while ((i < size) && (data[i] != el)) { i++; }
    if (i == size)
    {
       Append(el);
@@ -678,7 +752,7 @@ inline int Array<T>::Find(const T &el) const
 {
    for (int i = 0; i < size; i++)
    {
-      if (((T*)data)[i] == el) { return i; }
+      if (data[i] == el) { return i; }
    }
    return -1;
 }
@@ -686,7 +760,7 @@ inline int Array<T>::Find(const T &el) const
 template <class T>
 inline int Array<T>::FindSorted(const T &el) const
 {
-   const T *begin = (const T*) data, *end = begin + size;
+   const T *begin = data, *end = begin + size;
    const T* first = std::lower_bound(begin, end, el);
    if (first == end || !(*first == el)) { return  -1; }
    return first - begin;
@@ -697,11 +771,11 @@ inline void Array<T>::DeleteFirst(const T &el)
 {
    for (int i = 0; i < size; i++)
    {
-      if (((T*)data)[i] == el)
+      if (data[i] == el)
       {
          for (i++; i < size; i++)
          {
-            ((T*)data)[i-1] = ((T*)data)[i];
+            data[i-1] = data[i];
          }
          size--;
          return;
@@ -712,41 +786,40 @@ inline void Array<T>::DeleteFirst(const T &el)
 template <class T>
 inline void Array<T>::DeleteAll()
 {
-   if (allocsize > 0)
-   {
-      mfem::Delete((char*)data);
-   }
-   data = NULL;
-   size = allocsize = 0;
+   const bool use_dev = data.UseDevice();
+   data.Delete();
+   data.Reset();
+   size = 0;
+   data.UseDevice(use_dev);
+}
+
+template <typename T>
+inline void Array<T>::Copy(Array &copy) const
+{
+   copy.SetSize(Size(), data.GetMemoryType());
+   data.CopyTo(copy.data, Size());
+   copy.data.UseDevice(data.UseDevice());
 }
 
 template <class T>
 inline void Array<T>::MakeRef(T *p, int s)
 {
-   if (allocsize > 0)
-   {
-      mfem::Delete((char*)data);
-   }
-   data = p;
+   data.Delete();
+   data.Wrap(p, s, false);
    size = s;
-   allocsize = -s;
 }
 
 template <class T>
 inline void Array<T>::MakeRef(const Array &master)
 {
-   if (allocsize > 0)
-   {
-      mfem::Delete((char*)data);
-   }
-   data = master.data;
+   data.Delete();
+   data = master.data; // note: copies the device flag
    size = master.size;
-   allocsize = -abs(master.allocsize);
-   inc = master.inc;
+   data.ClearOwnerFlags();
 }
 
 template <class T>
-inline void Array<T>::GetSubArray(int offset, int sa_size, Array<T> &sa)
+inline void Array<T>::GetSubArray(int offset, int sa_size, Array<T> &sa) const
 {
    sa.SetSize(sa_size);
    for (int i = 0; i < sa_size; i++)
@@ -760,14 +833,14 @@ inline void Array<T>::operator=(const T &a)
 {
    for (int i = 0; i < size; i++)
    {
-      ((T*)data)[i] = a;
+      data[i] = a;
    }
 }
 
 template <class T>
 inline void Array<T>::Assign(const T *p)
 {
-   memcpy(data, p, Size()*sizeof(T));
+   data.CopyFromHost(p, Size());
 }
 
 

general/cuda.cpp

@@ -10,17 +10,38 @@
 // Software Foundation) version 2.1 dated February 1999.
 
 #include "cuda.hpp"
+#include "globals.hpp"
 
 namespace mfem
 {
 
+// Internal debug option, useful for tracking CUDA allocations, deallocations
+// and transfers.
+// #define MFEM_TRACK_CUDA_MEM
+
+#ifdef MFEM_USE_CUDA
+void mfem_cuda_error(cudaError_t err, const char *expr, const char *func,
+                     const char *file, int line)
+{
+   mfem::err << "\n\nCUDA error: (" << expr << ") failed with error:\n --> "
+             << cudaGetErrorString(err)
+             << "\n ... in function: " << func
+             << "\n ... in file: " << file << ':' << line << '\n';
+   mfem_error();
+}
+#endif
+
 void* CuMemAlloc(void** dptr, size_t bytes)
 {
 #ifdef MFEM_USE_CUDA
-   if (CUDA_SUCCESS != ::cuMemAlloc((CUdeviceptr*)dptr, bytes))
-   {
-      mfem_error("Error in CuMemAlloc");
-   }
+#ifdef MFEM_TRACK_CUDA_MEM
+   mfem::out << "CuMemAlloc(): allocating " << bytes << " bytes ... "
+             << std::flush;
+#endif
+   MFEM_CUDA_CHECK(cudaMalloc(dptr, bytes));
+#ifdef MFEM_TRACK_CUDA_MEM
+   mfem::out << "done: " << *dptr << std::endl;
+#endif
 #endif
    return *dptr;
 }
@@ -28,10 +49,14 @@ void* CuMemAlloc(void** dptr, size_t bytes)
 void* CuMemFree(void *dptr)
 {
 #ifdef MFEM_USE_CUDA
-   if (CUDA_SUCCESS != ::cuMemFree((CUdeviceptr)dptr))
-   {
-      mfem_error("Error in CuMemFree");
-   }
+#ifdef MFEM_TRACK_CUDA_MEM
+   mfem::out << "CuMemFree(): deallocating memory @ " << dptr << " ... "
+             << std::flush;
+#endif
+   MFEM_CUDA_CHECK(cudaFree(dptr));
+#ifdef MFEM_TRACK_CUDA_MEM
+   mfem::out << "done." << std::endl;
+#endif
 #endif
    return dptr;
 }
@@ -39,70 +64,68 @@ void* CuMemFree(void *dptr)
 void* CuMemcpyHtoD(void* dst, const void* src, size_t bytes)
 {
 #ifdef MFEM_USE_CUDA
-   if (CUDA_SUCCESS != ::cuMemcpyHtoD((CUdeviceptr)dst, src, bytes))
-   {
-      mfem_error("Error in CuMemcpyHtoD");
-   }
+#ifdef MFEM_TRACK_CUDA_MEM
+   mfem::out << "CuMemcpyHtoD(): copying " << bytes << " bytes from "
+             << src << " to " << dst << " ... " << std::flush;
+#endif
+   MFEM_CUDA_CHECK(cudaMemcpy(dst, src, bytes, cudaMemcpyHostToDevice));
+#ifdef MFEM_TRACK_CUDA_MEM
+   mfem::out << "done." << std::endl;
+#endif
 #endif
    return dst;
 }
 
-void* CuMemcpyHtoDAsync(void* dst, const void* src, size_t bytes, void *s)
+void* CuMemcpyHtoDAsync(void* dst, const void* src, size_t bytes)
 {
 #ifdef MFEM_USE_CUDA
-   if (CUDA_SUCCESS !=
-       ::cuMemcpyHtoDAsync((CUdeviceptr)dst, src, bytes, (CUstream)s))
-   {
-      mfem_error("Error in CuMemcpyHtoDAsync");
-   }
+   MFEM_CUDA_CHECK(cudaMemcpyAsync(dst, src, bytes, cudaMemcpyHostToDevice));
 #endif
    return dst;
 }
 
-void* CuMemcpyDtoD(void* dst, void* src, size_t bytes)
+void* CuMemcpyDtoD(void *dst, const void *src, size_t bytes)
 {
 #ifdef MFEM_USE_CUDA
-   if (CUDA_SUCCESS !=
-       ::cuMemcpyDtoD((CUdeviceptr)dst, (CUdeviceptr)src, bytes))
-   {
-      mfem_error("Error in CuMemcpyDtoD");
-   }
+#ifdef MFEM_TRACK_CUDA_MEM
+   mfem::out << "CuMemcpyDtoD(): copying " << bytes << " bytes from "
+             << src << " to " << dst << " ... " << std::flush;
+#endif
+   MFEM_CUDA_CHECK(cudaMemcpy(dst, src, bytes, cudaMemcpyDeviceToDevice));
+#ifdef MFEM_TRACK_CUDA_MEM
+   mfem::out << "done." << std::endl;
+#endif
 #endif
    return dst;
 }
 
-void* CuMemcpyDtoDAsync(void* dst, void* src, size_t bytes, void *s)
+void* CuMemcpyDtoDAsync(void* dst, const void *src, size_t bytes)
 {
 #ifdef MFEM_USE_CUDA
-   if (CUDA_SUCCESS !=
-       ::cuMemcpyDtoDAsync((CUdeviceptr)dst, (CUdeviceptr)src,
-                           bytes, (CUstream)s))
-   {
-      mfem_error("Error in CuMemcpyDtoDAsync");
-   }
+   MFEM_CUDA_CHECK(cudaMemcpyAsync(dst, src, bytes, cudaMemcpyDeviceToDevice));
 #endif
    return dst;
 }
 
-void* CuMemcpyDtoH(void *dst, void *src, size_t bytes)
+void* CuMemcpyDtoH(void *dst, const void *src, size_t bytes)
 {
 #ifdef MFEM_USE_CUDA
-   if (CUDA_SUCCESS != ::cuMemcpyDtoH(dst, (CUdeviceptr)src, bytes))
-   {
-      mfem_error("Error in CuMemcpyDtoH");
-   }
+#ifdef MFEM_TRACK_CUDA_MEM
+   mfem::out << "CuMemcpyDtoH(): copying " << bytes << " bytes from "
+             << src << " to " << dst << " ... " << std::flush;
+#endif
+   MFEM_CUDA_CHECK(cudaMemcpy(dst, src, bytes, cudaMemcpyDeviceToHost));
+#ifdef MFEM_TRACK_CUDA_MEM
+   mfem::out << "done." << std::endl;
+#endif
 #endif
    return dst;
 }
 
-void* CuMemcpyDtoHAsync(void* dst, void* src, size_t bytes, void *s)
+void* CuMemcpyDtoHAsync(void *dst, const void *src, size_t bytes)
 {
 #ifdef MFEM_USE_CUDA
-   if (CUDA_SUCCESS !=
-       ::cuMemcpyDtoHAsync(dst, (CUdeviceptr)src, bytes, (CUstream)s))
-   {
-      mfem_error("Error in CuMemcpyDtoHAsync");
-   }
+   MFEM_CUDA_CHECK(cudaMemcpyAsync(dst, src, bytes, cudaMemcpyDeviceToHost));
 #endif
    return dst;
 }

general/cuda.hpp

@@ -24,91 +24,50 @@
 #define MFEM_CUDA_BLOCKS 256
 
 #ifdef MFEM_USE_CUDA
-#define MFEM_ATTR_DEVICE __device__
-#define MFEM_ATTR_HOST_DEVICE __host__ __device__
-// Define the CUDA debug macros:
-// - MFEM_CUDA_CHECK_DRV(x) where 'x' returns/is type 'CUresult'
-// - MFEM_CUDA_CHECK_RT(x)  where 'x' returns/is type 'cudaError_t'
-#ifdef MFEM_DEBUG
-#define MFEM_CUDA_CHECK_DRV(x) \
-   do \
-   { \
-      CUresult err = (x); \
-      if (err != CUDA_SUCCESS) \
-      { \
-         const char *error_string; \
-         cuGetErrorString(err, &error_string); \
-         _MFEM_MESSAGE("CUDA error: (" << #x \
-                       << ") failed with error:\n --> " \
-                       << error_string, 0); \
-      } \
-   } \
-   while (0)
-#define MFEM_CUDA_CHECK_RT(x) \
+#define MFEM_DEVICE __device__
+#define MFEM_HOST_DEVICE __host__ __device__
+// Define a CUDA error check macro, MFEM_CUDA_CHECK(x), where x returns/is of
+// type 'cudaError_t'. This macro evaluates 'x' and raises an error if the
+// result is not cudaSuccess.
+#define MFEM_CUDA_CHECK(x) \
    do \
    { \
       cudaError_t err = (x); \
       if (err != cudaSuccess) \
       { \
-         _MFEM_MESSAGE("CUDA error: (" << #x \
-                       << ") failed with error:\n --> " \
-                       << cudaGetErrorString(err), 0); \
+         mfem_cuda_error(err, #x, _MFEM_FUNC_NAME, __FILE__, __LINE__); \
       } \
    } \
    while (0)
 #else
-#define MFEM_CUDA_CHECK_DRV(x) x
-#define MFEM_CUDA_CHECK_RT(x) x
-#endif
-#else // MFEM_USE_CUDA
-#define MFEM_ATTR_DEVICE
-#define MFEM_ATTR_HOST_DEVICE
-typedef int CUdevice;
-typedef int CUcontext;
-typedef void* CUstream;
+#define MFEM_DEVICE
+#define MFEM_HOST_DEVICE
 #endif // MFEM_USE_CUDA
 
+// Define the MFEM inner threading macros
+#if defined(MFEM_USE_CUDA) && defined(__CUDA_ARCH__)
+#define MFEM_SHARED __shared__
+#define MFEM_SYNC_THREAD __syncthreads()
+#define MFEM_THREAD_ID(k) threadIdx.k
+#define MFEM_THREAD_SIZE(k) blockDim.k
+#define MFEM_FOREACH_THREAD(i,k,N) for(int i=threadIdx.k; i<N; i+=blockDim.k)
+#else
+#define MFEM_SHARED
+#define MFEM_SYNC_THREAD
+#define MFEM_THREAD_ID(k) 0
+#define MFEM_THREAD_SIZE(k) 1
+#define MFEM_FOREACH_THREAD(i,k,N) for(int i=0; i<N; i++)
+#endif
+
 
 namespace mfem
 {
 
-// Define 'atomicAdd' function.
-#ifdef __CUDA_ARCH__
-#if __CUDA_ARCH__ < 600
-static __device__ inline double atomicAdd(double* address, double val)
-{
-   unsigned long long int* address_as_ull = (unsigned long long int*)address;
-   unsigned long long int old = *address_as_ull, assumed;
-   do
-   {
-      assumed = old;
-      old =
-         atomicCAS(address_as_ull, assumed,
-                   __double_as_longlong(val +
-                                        __longlong_as_double(assumed)));
-      // Note: uses integer comparison to avoid hang in case of NaN
-      // (since NaN != NaN)
-   }
-   while (assumed != old);
-   return __longlong_as_double(old);
-}
-#endif // __CUDA_ARCH__ < 600
-template<typename T> MFEM_ATTR_DEVICE
-inline T AtomicAdd(T volatile *address, T val)
-{
-   return atomicAdd((T *)address, val);
-}
-#else // __CUDA_ARCH__
-template<typename T> inline T AtomicAdd(T volatile *address, T val)
-{
-#ifdef MFEM_USE_OPENMP
-   #pragma omp atomic
+#ifdef MFEM_USE_CUDA
+// Function used by the macro MFEM_CUDA_CHECK.
+void mfem_cuda_error(cudaError_t err, const char *expr, const char *func,
+                     const char *file, int line);
 #endif
-   *address += val;
-   return *address;
-}
-#endif // __CUDA_ARCH__
-
 
 /// Allocates device memory
 void* CuMemAlloc(void **d_ptr, size_t bytes);
@@ -120,20 +79,19 @@ void* CuMemFree(void *d_ptr);
 void* CuMemcpyHtoD(void *d_dst, const void *h_src, size_t bytes);
 
 /// Copies memory from Host to Device
-void* CuMemcpyHtoDAsync(void *d_dst, const void *h_src,
-                        size_t bytes, void *stream);
+void* CuMemcpyHtoDAsync(void *d_dst, const void *h_src, size_t bytes);
 
 /// Copies memory from Device to Device
-void* CuMemcpyDtoD(void *d_dst, void *d_src, size_t bytes);
+void* CuMemcpyDtoD(void *d_dst, const void *d_src, size_t bytes);
 
 /// Copies memory from Device to Device
-void* CuMemcpyDtoDAsync(void *d_dst, void *d_src, size_t bytes, void *stream);
+void* CuMemcpyDtoDAsync(void *d_dst, const void *d_src, size_t bytes);
 
 /// Copies memory from Device to Host
-void* CuMemcpyDtoH(void *h_dst, void *d_src, size_t bytes);
+void* CuMemcpyDtoH(void *h_dst, const void *d_src, size_t bytes);
 
 /// Copies memory from Device to Host
-void* CuMemcpyDtoHAsync(void *h_dst, void *d_src, size_t bytes, void *stream);
+void* CuMemcpyDtoHAsync(void *h_dst, const void *d_src, size_t bytes);
 
 } // namespace mfem
 

general/device.cpp

@@ -24,10 +24,10 @@ namespace mfem
 namespace internal
 {
 
-CUstream *cuStream = NULL;
-static CUdevice cuDevice;
-static CUcontext cuContext;
-OccaDevice occaDevice;
+#ifdef MFEM_USE_OCCA
+// Default occa::device used by MFEM.
+occa::device occaDevice;
+#endif
 
 // Backends listed by priority, high to low:
 static const Backend::Id backend_list[Backend::NUM_BACKENDS] =
@@ -46,6 +46,16 @@ static const char *backend_name[Backend::NUM_BACKENDS] =
 
 } // namespace mfem::internal
 
+
+// Initialize the unique global Device variable.
+Device Device::device_singleton;
+
+
+Device::~Device()
+{
+   if (destroy_mm) { mm.Destroy(); }
+}
+
 void Device::Configure(const std::string &device, const int dev)
 {
    std::map<std::string, Backend::Id> bmap;
@@ -67,18 +77,22 @@ void Device::Configure(const std::string &device, const int dev)
    }
 
    // OCCA_CUDA needs CUDA or RAJA_CUDA:
-   Get().allowed_backends = Get().backends;
    if (Allows(Backend::OCCA_CUDA) && !Allows(Backend::RAJA_CUDA))
    {
       Get().MarkBackend(Backend::CUDA);
    }
 
-   // Activate all backends for Setup().
-   Get().allowed_backends = Get().backends;
+   // Perform setup.
    Get().Setup(dev);
 
-   // Enable only the default host CPU backend.
-   Get().allowed_backends = Backend::CPU;
+   // Enable the device
+   Enable();
+
+   // Copy all data members from the global 'singleton_device' into '*this'.
+   std::memcpy(this, &Get(), sizeof(Device));
+
+   // Only '*this' will call the MemoryManager::Destroy() method.
+   destroy_mm = true;
 }
 
 void Device::Print(std::ostream &out)
@@ -87,7 +101,7 @@ void Device::Print(std::ostream &out)
    bool add_comma = false;
    for (int i = 0; i < Backend::NUM_BACKENDS; i++)
    {
-      if (Get().backends & internal::backend_list[i])
+      if (backends & internal::backend_list[i])
       {
          if (add_comma) { out << ','; }
          add_comma = true;
@@ -97,17 +111,35 @@ void Device::Print(std::ostream &out)
    out << '\n';
 }
 
+void Device::UpdateMemoryTypeAndClass()
+{
+   if (Device::Allows(Backend::CUDA_MASK))
+   {
+      mem_type = MemoryType::CUDA;
+      mem_class = MemoryClass::CUDA;
+   }
+   else
+   {
+      mem_type = MemoryType::HOST;
+      mem_class = MemoryClass::HOST;
+   }
+}
+
+void Device::Enable()
+{
+   if (Get().backends & ~Backend::CPU)
+   {
+      Get().mode = Device::ACCELERATED;
+      Get().UpdateMemoryTypeAndClass();
+   }
+}
+
 #ifdef MFEM_USE_CUDA
 static void DeviceSetup(const int dev, int &ngpu)
 {
-   cudaGetDeviceCount(&ngpu);
-   MFEM_VERIFY(ngpu>0, "No CUDA device found!");
-   cuInit(0);
-   cuDeviceGet(&internal::cuDevice, dev);
-   cuCtxCreate(&internal::cuContext, CU_CTX_SCHED_AUTO, internal::cuDevice);
-   internal::cuStream = new CUstream;
-   MFEM_VERIFY(internal::cuStream, "CUDA stream could not be created!");
-   cuStreamCreate(internal::cuStream, CU_STREAM_DEFAULT);
+   MFEM_CUDA_CHECK(cudaGetDeviceCount(&ngpu));
+   MFEM_VERIFY(ngpu > 0, "No CUDA device found!");
+   MFEM_CUDA_CHECK(cudaSetDevice(dev));
 }
 #endif
 
@@ -125,7 +157,7 @@ static void RajaDeviceSetup(const int dev, int &ngpu)
 #endif
 }
 
-static void OccaDeviceSetup(CUdevice cu_dev, CUcontext cu_ctx)
+static void OccaDeviceSetup(const int dev)
 {
 #ifdef MFEM_USE_OCCA
    const int cpu  = Device::Allows(Backend::OCCA_CPU);
@@ -138,7 +170,8 @@ static void OccaDeviceSetup(CUdevice cu_dev, CUcontext cu_ctx)
    if (cuda)
    {
 #if OCCA_CUDA_ENABLED
-      internal::occaDevice = occa::cuda::wrapDevice(cu_dev, cu_ctx);
+      std::string mode("mode: 'CUDA', device_id : ");
+      internal::occaDevice.setup(mode.append(1,'0'+dev));
 #else
       MFEM_ABORT("the OCCA CUDA backend requires OCCA built with CUDA!");
 #endif
@@ -197,22 +230,10 @@ void Device::Setup(const int device)
                "the OpenMP and RAJA OpenMP backends require MFEM built with"
                " MFEM_USE_OPENMP=YES");
 #endif
-   // The check for MFEM_USE_OCCA is in the function OccaDeviceSetup().
-
-   // We initialize CUDA and/or RAJA_CUDA first so OccaDeviceSetup() can reuse
-   // the same initialized cuDevice and cuContext objects when OCCA_CUDA is
-   // enabled.
    if (Allows(Backend::CUDA)) { CudaDeviceSetup(dev, ngpu); }
    if (Allows(Backend::RAJA_CUDA)) { RajaDeviceSetup(dev, ngpu); }
-   if (Allows(Backend::OCCA_MASK))
-   {
-      OccaDeviceSetup(internal::cuDevice, internal::cuContext);
-   }
-}
-
-Device::~Device()
-{
-   delete internal::cuStream;
+   // The check for MFEM_USE_OCCA is in the function OccaDeviceSetup().
+   if (Allows(Backend::OCCA_MASK)) { OccaDeviceSetup(dev); }
 }
 
 } // mfem

general/device.hpp

@@ -13,6 +13,7 @@
 #define MFEM_DEVICE_HPP
 
 #include "globals.hpp"
+#include "mem_manager.hpp"
 
 namespace mfem
 {
@@ -59,25 +60,31 @@ struct Backend
    {
       /// Number of backends: from (1 << 0) to (1 << (NUM_BACKENDS-1)).
       NUM_BACKENDS = 9,
+
+      /// Biwise-OR of all CPU backends
+      CPU_MASK = CPU | RAJA_CPU | OCCA_CPU,
       /// Biwise-OR of all CUDA backends
       CUDA_MASK = CUDA | RAJA_CUDA | OCCA_CUDA,
-      /// Biwise-OR of all RAJA backends
-      RAJA_MASK = RAJA_CPU | RAJA_OMP | RAJA_CUDA,
-      /// Biwise-OR of all OCCA backends
-      OCCA_MASK = OCCA_CPU | OCCA_OMP | OCCA_CUDA,
       /// Biwise-OR of all OpenMP backends
       OMP_MASK = OMP | RAJA_OMP | OCCA_OMP,
       /// Biwise-OR of all device backends
-      DEVICE_MASK = CUDA_MASK
+      DEVICE_MASK = CUDA_MASK,
+
+      /// Biwise-OR of all RAJA backends
+      RAJA_MASK = RAJA_CPU | RAJA_OMP | RAJA_CUDA,
+      /// Biwise-OR of all OCCA backends
+      OCCA_MASK = OCCA_CPU | OCCA_OMP | OCCA_CUDA
    };
 };
 
 
-/** @brief The MFEM Device class abstracts hardware devices, such as GPUs, as
-    well as programming models, such as CUDA, OCCA, RAJA and OpenMP. */
+/** @brief The MFEM Device class abstracts hardware devices such as GPUs, as
+    well as programming models such as CUDA, OCCA, RAJA and OpenMP. */
 /** This class represents a "virtual device" with the following properties:
-    - There a single object of this class which is controlled by its static
-      methods.
+    - At most one object of this class can be constructed and that object is
+      controlled by its static methods.
+    - If no Device object is constructed, the static methods will use a default
+      global object which is never configured and always uses Backend::CPU.
     - Once configured, the object cannot be re-configured during the program
       lifetime.
     - MFEM classes use this object to determine where (host or device) to
@@ -85,37 +92,78 @@ struct Backend
     - Multiple backends can be configured at the same time; currently, a fixed
       priority order is used to select a specific backend from the list of
       configured backends. See the Backend class and the Configure() method in
-      this class for details.
-    - The device can be disabled to restrict the backend selection to only the
-      default host CPU backend, see the methods Enable() and Disable(). */
+      this class for details. */
 class Device
 {
 private:
    enum MODES {SEQUENTIAL, ACCELERATED};
 
+   static Device device_singleton;
+
    MODES mode;
    int dev = 0; ///< Device ID of the configured device.
    int ngpu = -1; ///< Number of detected devices; -1: not initialized.
    unsigned long backends; ///< Bitwise-OR of all configured backends.
-   /** Bitwise-OR mask of all allowed backends. All backends are active when the
-       Device is enabled. When the Device is disabled, only the host CPU backend
-       is allowed. */
-   unsigned long allowed_backends;
+   /// Set to true during configuration, except in 'device_singleton'.
+   bool destroy_mm;
+
+   MemoryType mem_type;    ///< Current Device MemoryType
+   MemoryClass mem_class;  ///< Current Device MemoryClass
 
-   Device()
-      : mode(Device::SEQUENTIAL),
-        backends(Backend::CPU),
-        allowed_backends(backends) { }
    Device(Device const&);
    void operator=(Device const&);
-   static Device& Get() { static Device singleton; return singleton; }
+   static Device& Get() { return device_singleton; }
 
    /// Setup switcher based on configuration settings
    void Setup(const int dev = 0);
 
    void MarkBackend(Backend::Id b) { backends |= b; }
 
+   void UpdateMemoryTypeAndClass();
+
+   /// Enable the use of the configured device in the code that follows.
+   /** After this call MFEM classes will use the backend kernels whenever
+       possible, transferring data automatically to the device, if necessary.
+
+       If the only configured backend is the default host CPU one, the device
+       will remain disabled.
+
+       If the device is actually enabled, this method will also update the
+       current MemoryType and MemoryClass. */
+   static void Enable();
+
 public:
+   /** @brief Default constructor. Unless Configure() is called later, the
+       default Backend::CPU will be used. */
+   /** @note At most one Device object can be constructed during the lifetime of
+       a program.
+       @note This object should be destroyed after all other MFEM objects that
+       use the Device are destroyed. */
+   Device()
+      : mode(Device::SEQUENTIAL),
+        backends(Backend::CPU),
+        destroy_mm(false),
+        mem_type(MemoryType::HOST),
+        mem_class(MemoryClass::HOST)
+   { }
+
+   /** @brief Construct a Device and configure it based on the @a device string.
+       See Configure() for more details. */
+   /** @note At most one Device object can be constructed during the lifetime of
+       a program.
+       @note This object should be destroyed after all other MFEM objects that
+       use the Device are destroyed. */
+   Device(const std::string &device, const int dev = 0)
+      : mode(Device::SEQUENTIAL),
+        backends(Backend::CPU),
+        destroy_mm(false),
+        mem_type(MemoryType::HOST),
+        mem_class(MemoryClass::HOST)
+   { Configure(device, dev); }
+
+   /// Destructor.
+   ~Device();
+
    /// Configure the Device backends.
    /** The string parameter @a device must be a comma-separated list of backend
        string names (see below). The @a dev argument specifies the ID of the
@@ -131,12 +179,11 @@ public:
        * Multiple backends can be configured at the same time.
        * Only one 'occa-*' backend can be configured at a time.
        * The backend 'occa-cuda' enables the 'cuda' backend unless 'raja-cuda'
-         is already enabled.
-       * After this call, the Device will be disabled. */
-   static void Configure(const std::string &device, const int dev = 0);
+         is already enabled. */
+   void Configure(const std::string &device, const int dev = 0);
 
    /// Print the configuration of the MFEM virtual device object.
-   static void Print(std::ostream &out = mfem::out);
+   void Print(std::ostream &out = mfem::out);
 
    /// Return true if Configure() has been called previously.
    static inline bool IsConfigured() { return Get().ngpu >= 0; }
@@ -144,47 +191,105 @@ public:
    /// Return true if an actual device (e.g. GPU) has been configured.
    static inline bool IsAvailable() { return Get().ngpu > 0; }
 
-   /// Enable the use of the configured device in the code that follows.
-   /** After this call MFEM classes will use the backend kernels whenever
-       possible, transferring data automatically to the device, if necessary.
-
-       If the only configured backend is the default host CPU one, the device
-       will remain disabled. */
-   static inline void Enable()
-   {
-      if (Get().backends & ~Backend::CPU)
-      {
-         Get().mode = Device::ACCELERATED;
-         Get().allowed_backends = Get().backends;
-      }
-   }
-
-   /// Disable the use of the configured device in the code that follows.
-   /** After this call MFEM classes will only use default CPU kernels,
-       transferring data automatically from the device, if necessary. */
-   static inline void Disable()
-   {
-      Get().mode = Device::SEQUENTIAL;
-      Get().allowed_backends = Backend::CPU;
-   }
-
-   /// Return true if the Device is enabled.
+   /// Return true if any backend other than Backend::CPU is enabled.
    static inline bool IsEnabled() { return Get().mode == ACCELERATED; }
 
    /// The opposite of IsEnabled().
    static inline bool IsDisabled() { return !IsEnabled(); }
 
    /** @brief Return true if any of the backends in the backend mask, @a b_mask,
-       are allowed. The allowed backends are all configured backends minus the
-       device backends when the Device is disabled. */
+       are allowed. */
    /** This method can be used with any of the Backend::Id constants, the
        Backend::*_MASK, or combinations of those. */
    static inline bool Allows(unsigned long b_mask)
-   { return Get().allowed_backends & b_mask; }
+   { return Get().backends & b_mask; }
 
-   ~Device();
+   /** @brief Get the current Device MemoryType. This is the MemoryType used by
+       most MFEM classes when allocating memory to be used with device kernels.
+   */
+   static inline MemoryType GetMemoryType() { return Get().mem_type; }
+
+   /** @brief Get the current Device MemoryClass. This is the MemoryClass used
+       by most MFEM device kernels to access Memory objects. */
+   static inline MemoryClass GetMemoryClass() { return Get().mem_class; }
 };
 
+
+// Inline Memory access functions using the mfem::Device MemoryClass or
+// MemoryClass::HOST.
+
+/** @brief Get a pointer for read access to @a mem with the mfem::Device
+    MemoryClass, if @a on_dev = true, or MemoryClass::HOST, otherwise. */
+/** Also, if @a on_dev = true, the device flag of @a mem will be set. */
+template <typename T>
+inline const T *Read(const Memory<T> &mem, int size, bool on_dev = true)
+{
+   if (!on_dev)
+   {
+      return mem.Read(MemoryClass::HOST, size);
+   }
+   else
+   {
+      mem.UseDevice(true);
+      return mem.Read(Device::GetMemoryClass(), size);
+   }
+}
+
+/** @brief Shortcut to Read(const Memory<T> &mem, int size, false) */
+template <typename T>
+inline const T *HostRead(const Memory<T> &mem, int size)
+{
+   return mfem::Read(mem, size, false);
+}
+
+/** @brief Get a pointer for write access to @a mem with the mfem::Device
+    MemoryClass, if @a on_dev = true, or MemoryClass::HOST, otherwise. */
+/** Also, if @a on_dev = true, the device flag of @a mem will be set. */
+template <typename T>
+inline T *Write(Memory<T> &mem, int size, bool on_dev = true)
+{
+   if (!on_dev)
+   {
+      return mem.Write(MemoryClass::HOST, size);
+   }
+   else
+   {
+      mem.UseDevice(true);
+      return mem.Write(Device::GetMemoryClass(), size);
+   }
+}
+
+/** @brief Shortcut to Write(const Memory<T> &mem, int size, false) */
+template <typename T>
+inline const T *HostWrite(const Memory<T> &mem, int size)
+{
+   return mfem::Write(mem, size, false);
+}
+
+/** @brief Get a pointer for read+write access to @a mem with the mfem::Device
+    MemoryClass, if @a on_dev = true, or MemoryClass::HOST, otherwise. */
+/** Also, if @a on_dev = true, the device flag of @a mem will be set. */
+template <typename T>
+inline T *ReadWrite(Memory<T> &mem, int size, bool on_dev = true)
+{
+   if (!on_dev)
+   {
+      return mem.ReadWrite(MemoryClass::HOST, size);
+   }
+   else
+   {
+      mem.UseDevice(true);
+      return mem.ReadWrite(Device::GetMemoryClass(), size);
+   }
+}
+
+/** @brief Shortcut to ReadWrite(const Memory<T> &mem, int size, false) */
+template <typename T>
+inline const T *HostReadWrite(const Memory<T> &mem, int size)
+{
+   return mfem::ReadWrite(mem, size, false);
+}
+
 } // mfem
 
 #endif // MFEM_DEVICE_HPP

general/forall.hpp

@@ -22,19 +22,48 @@
 
 #ifdef MFEM_USE_RAJA
 #include "RAJA/RAJA.hpp"
+#if defined(RAJA_ENABLE_CUDA) && !defined(MFEM_USE_CUDA)
+#error When RAJA is built with CUDA, MFEM_USE_CUDA=YES is required
+#endif
 #endif
 
 namespace mfem
 {
 
+// Maximum size of dofs and quads in 1D.
+const int MAX_D1D = 16;
+const int MAX_Q1D = 16;
+
 // Implementation of MFEM's "parallel for" (forall) device/host kernel
 // interfaces supporting RAJA, CUDA, OpenMP, and sequential backends.
 
 // The MFEM_FORALL wrapper
-#define MFEM_FORALL(i,N,...)                                     \
-   ForallWrap(N,                                                 \
-              [=] MFEM_ATTR_DEVICE (int i) {__VA_ARGS__},        \
-              [&]                  (int i) {__VA_ARGS__})
+#define MFEM_FORALL(i,N,...)                             \
+   ForallWrap<1>(true,N,                                 \
+                 [=] MFEM_DEVICE (int i) {__VA_ARGS__},  \
+                 [&]             (int i) {__VA_ARGS__})
+
+// MFEM_FORALL with a 2D CUDA block
+#define MFEM_FORALL_2D(i,N,X,Y,BZ,...)                   \
+   ForallWrap<2>(true,N,                                 \
+                 [=] MFEM_DEVICE (int i) {__VA_ARGS__},  \
+                 [&]             (int i) {__VA_ARGS__},  \
+                 X,Y,BZ)
+
+// MFEM_FORALL with a 3D CUDA block
+#define MFEM_FORALL_3D(i,N,X,Y,Z,...)                    \
+   ForallWrap<3>(true,N,                                 \
+                 [=] MFEM_DEVICE (int i) {__VA_ARGS__},  \
+                 [&]             (int i) {__VA_ARGS__},  \
+                 X,Y,Z)
+
+// MFEM_FORALL that uses the basic CPU backend when use_dev is false. See for
+// example the functions in vector.cpp, where we don't want to use the mfem
+// device for operations on small vectors.
+#define MFEM_FORALL_SWITCH(use_dev,i,N,...)              \
+   ForallWrap<1>(use_dev,N,                              \
+                 [=] MFEM_DEVICE (int i) {__VA_ARGS__},  \
+                 [&]             (int i) {__VA_ARGS__})
 
 
 /// OpenMP backend
@@ -93,47 +122,110 @@ void RajaSeqWrap(const int N, HBODY &&h_body)
 #ifdef MFEM_USE_CUDA
 
 template <typename BODY> __global__ static
-void CuKernel(const int N, BODY body)
+void CuKernel1D(const int N, BODY body)
 {
    const int k = blockDim.x*blockIdx.x + threadIdx.x;
    if (k >= N) { return; }
    body(k);
 }
 
-template <int BLOCKS, typename DBODY>
-void CuWrap(const int N, DBODY &&d_body)
+template <typename BODY> __global__ static
+void CuKernel2D(const int N, BODY body, const int BZ)
 {
-   if (N==0) { return; }
-   const int GRID = (N+BLOCKS-1)/BLOCKS;
-   CuKernel<<<GRID,BLOCKS>>>(N,d_body);
-   const cudaError_t last = cudaGetLastError();
-   MFEM_VERIFY(last == cudaSuccess, cudaGetErrorString(last));
+   const int k = blockIdx.x*BZ + threadIdx.z;
+   if (k >= N) { return; }
+   body(k);
 }
 
-#else  // MFEM_USE_CUDA
+template <typename BODY> __global__ static
+void CuKernel3D(const int N, BODY body)
+{
+   const int k = blockIdx.x;
+   if (k >= N) { return; }
+   body(k);
+}
 
-template <int BLOCKS, typename DBODY>
-void CuWrap(const int N, DBODY &&d_body) {}
+template <const int BLCK = MFEM_CUDA_BLOCKS, typename DBODY>
+void CuWrap1D(const int N, DBODY &&d_body)
+{
+   if (N==0) { return; }
+   const int GRID = (N+BLCK-1)/BLCK;
+   CuKernel1D<<<GRID,BLCK>>>(N, d_body);
+   MFEM_CUDA_CHECK(cudaGetLastError());
+}
 
-#endif
+template <typename DBODY>
+void CuWrap2D(const int N, DBODY &&d_body,
+              const int X, const int Y, const int BZ)
+{
+   if (N==0) { return; }
+   const int GRID = (N+BZ-1)/BZ;
+   const dim3 BLCK(X,Y,BZ);
+   CuKernel2D<<<GRID,BLCK>>>(N,d_body,BZ);
+   MFEM_CUDA_CHECK(cudaGetLastError());
+}
+
+template <typename DBODY>
+void CuWrap3D(const int N, DBODY &&d_body,
+              const int X, const int Y, const int Z)
+{
+   if (N==0) { return; }
+   const int GRID = N;
+   const dim3 BLCK(X,Y,Z);
+   CuKernel3D<<<GRID,BLCK>>>(N,d_body);
+   MFEM_CUDA_CHECK(cudaGetLastError());
+}
+
+#endif // MFEM_USE_CUDA
 
 
 /// The forall kernel body wrapper
-template <typename DBODY, typename HBODY>
-void ForallWrap(const int N, DBODY &&d_body, HBODY &&h_body)
+template <const int DIM, typename DBODY, typename HBODY>
+inline void ForallWrap(const bool use_dev, const int N,
+                       DBODY &&d_body, HBODY &&h_body,
+                       const int X=0, const int Y=0, const int Z=0)
 {
-   if (Device::Allows(Backend::RAJA_CUDA))
+   if (!use_dev) { goto backend_cpu; }
+
+#if defined(MFEM_USE_RAJA) && defined(RAJA_ENABLE_CUDA)
+   // Handle all allowed CUDA backends except Backend::CUDA
+   if (Device::Allows(Backend::CUDA_MASK & ~Backend::CUDA))
    { return RajaCudaWrap<MFEM_CUDA_BLOCKS>(N, d_body); }
+#endif
 
-   if (Device::Allows(Backend::CUDA))
-   { return CuWrap<MFEM_CUDA_BLOCKS>(N, d_body); }
+#ifdef MFEM_USE_CUDA
+   // Handle all allowed CUDA backends
+   if (DIM == 1 && Device::Allows(Backend::CUDA_MASK))
+   { return CuWrap1D(N, d_body); }
 
-   if (Device::Allows(Backend::RAJA_OMP)) { return RajaOmpWrap(N, h_body); }
+   if (DIM == 2 && Device::Allows(Backend::CUDA_MASK))
+   { return CuWrap2D(N, d_body, X, Y, Z); }
 
-   if (Device::Allows(Backend::OMP)) { return OmpWrap(N, h_body); }
+   if (DIM == 3 && Device::Allows(Backend::CUDA_MASK))
+   { return CuWrap3D(N, d_body, X, Y, Z); }
+#endif
 
-   if (Device::Allows(Backend::RAJA_CPU)) { return RajaSeqWrap(N, h_body); }
+#if defined(MFEM_USE_RAJA) && defined(RAJA_ENABLE_OPENMP)
+   // Handle all allowed OpenMP backends except Backend::OMP
+   if (Device::Allows(Backend::OMP_MASK & ~Backend::OMP))
+   { return RajaOmpWrap(N, h_body); }
+#endif
 
+#ifdef MFEM_USE_OPENMP
+   // Handle all allowed OpenMP backends
+   if (Device::Allows(Backend::OMP_MASK)) { return OmpWrap(N, h_body); }
+#endif
+
+#ifdef MFEM_USE_RAJA
+   // Handle all allowed CPU backends except Backend::CPU
+   if (Device::Allows(Backend::CPU_MASK & ~Backend::CPU))
+   { return RajaSeqWrap(N, h_body); }
+#endif
+
+backend_cpu:
+   // Handle Backend::CPU. This is also a fallback for any allowed backends not
+   // handled above, e.g. OCCA_CPU with configuration 'occa-cpu,cpu', or
+   // OCCA_OMP with configuration 'occa-omp,cpu'.
    for (int k = 0; k < N; k++) { h_body(k); }
 }
 

general/globals.cpp

@@ -31,6 +31,12 @@ std::string MakeParFilename(const std::string &prefix, const int myid,
    return fname.str();
 }
 
+#ifdef MFEM_COUNT_FLOPS
+namespace internal
+{
+long long flop_count;
+}
+#endif
 
 #ifdef MFEM_USE_MPI
 

general/mem_manager.cpp

@@ -15,10 +15,42 @@
 
 #include <list>
 #include <unordered_map>
+#include <algorithm> // std::max
 
 namespace mfem
 {
 
+MemoryType GetMemoryType(MemoryClass mc)
+{
+   switch (mc)
+   {
+      case MemoryClass::HOST:     return MemoryType::HOST;
+      case MemoryClass::HOST_32:  return MemoryType::HOST_32;
+      case MemoryClass::HOST_64:  return MemoryType::HOST_64;
+      case MemoryClass::CUDA:     return MemoryType::CUDA;
+      case MemoryClass::CUDA_UVM: return MemoryType::CUDA_UVM;
+   }
+   return MemoryType::HOST;
+}
+
+MemoryClass operator*(MemoryClass mc1, MemoryClass mc2)
+{
+   //          |   HOST     HOST_32   HOST_64    CUDA    CUDA_UVM
+   // ---------+--------------------------------------------------
+   //   HOST   |   HOST     HOST_32   HOST_64    CUDA    CUDA_UVM
+   //  HOST_32 |  HOST_32   HOST_32   HOST_64    CUDA    CUDA_UVM
+   //  HOST_64 |  HOST_64   HOST_64   HOST_64    CUDA    CUDA_UVM
+   //   CUDA   |   CUDA      CUDA      CUDA      CUDA    CUDA_UVM
+   // CUDA_UVM | CUDA_UVM  CUDA_UVM  CUDA_UVM  CUDA_UVM  CUDA_UVM
+
+   // Using the enumeration ordering:
+   //    HOST < HOST_32 < HOST_64 < CUDA < CUDA_UVM,
+   // the above table is simply: a*b = max(a,b).
+
+   return std::max(mc1, mc2);
+}
+
+
 namespace internal
 {
 
@@ -28,17 +60,15 @@ struct Alias;
 /// Memory class that holds:
 ///   - a boolean telling which memory space is being used
 ///   - the size in bytes of this memory region,
-///   - the host and the device pointer,
-///   - a list of all aliases seen using this region (used only to free them).
+///   - the host and the device pointer.
 struct Memory
 {
    bool host;
    const std::size_t bytes;
    void *const h_ptr;
    void *d_ptr;
-   std::list<const void*> aliases;
    Memory(void* const h, const std::size_t size):
-      host(true), bytes(size), h_ptr(h), d_ptr(nullptr), aliases() {}
+      host(true), bytes(size), h_ptr(h), d_ptr(nullptr) {}
 };
 
 /// Alias class that holds the base memory region and the offset
@@ -46,10 +76,13 @@ struct Alias
 {
    Memory *const mem;
    const long offset;
+   unsigned long counter;
 };
 
 typedef std::unordered_map<const void*, Memory> MemoryMap;
-typedef std::unordered_map<const void*, const Alias*> AliasMap;
+// TODO: use 'Alias' or 'const Alias' as the mapped type in the AliasMap instead
+// of 'Alias*'
+typedef std::unordered_map<const void*, Alias*> AliasMap;
 
 struct Ledger
 {
@@ -64,270 +97,213 @@ static internal::Ledger *maps;
 MemoryManager::MemoryManager()
 {
    exists = true;
-   enabled = true;
    maps = new internal::Ledger();
 }
 
 MemoryManager::~MemoryManager()
 {
+   if (exists) { Destroy(); }
+}
+
+void MemoryManager::Destroy()
+{
+   MFEM_VERIFY(exists, "MemoryManager has been destroyed already!");
+   for (auto& n : maps->memories)
+   {
+      internal::Memory &mem = n.second;
+      if (mem.d_ptr) { CuMemFree(mem.d_ptr); }
+   }
+   for (auto& n : maps->aliases)
+   {
+      delete n.second;
+   }
    delete maps;
    exists = false;
 }
 
 void* MemoryManager::Insert(void *ptr, const std::size_t bytes)
 {
-   if (!UsingMM()) { return ptr; }
-   const bool known = IsKnown(ptr);
-   if (known)
+   if (ptr == NULL)
+   {
+      MFEM_VERIFY(bytes == 0, "Trying to add NULL with size " << bytes);
+      return NULL;
+   }
+   auto res = maps->memories.emplace(ptr, internal::Memory(ptr, bytes));
+   if (res.second == false)
    {
       mfem_error("Trying to add an already present address!");
    }
-   maps->memories.emplace(ptr, internal::Memory(ptr, bytes));
    return ptr;
 }
 
-void *MemoryManager::Erase(void *ptr)
+void MemoryManager::InsertDevice(void *ptr, void *h_ptr, size_t bytes)
+{
+   MFEM_VERIFY(ptr != NULL, "cannot register NULL device pointer");
+   MFEM_VERIFY(h_ptr != NULL, "internal error");
+   auto res = maps->memories.emplace(h_ptr, internal::Memory(h_ptr, bytes));
+   if (res.second == false)
+   {
+      mfem_error("Trying to add an already present address!");
+   }
+   res.first->second.d_ptr = ptr;
+}
+
+void *MemoryManager::Erase(void *ptr, bool free_dev_ptr)
 {
-   if (!UsingMM()) { return ptr; }
    if (!ptr) { return ptr; }
-   const bool known = IsKnown(ptr);
-   if (!known)
+   auto mem_map_iter = maps->memories.find(ptr);
+   if (mem_map_iter == maps->memories.end())
    {
       mfem_error("Trying to erase an unknown pointer!");
    }
-   internal::Memory &mem = maps->memories.at(ptr);
-   if (mem.d_ptr) { CuMemFree(mem.d_ptr); }
-   for (const void *alias : mem.aliases)
-   {
-      maps->aliases.erase(maps->aliases.find(alias));
-   }
-   mem.aliases.clear();
-   maps->memories.erase(maps->memories.find(ptr));
+   internal::Memory &mem = mem_map_iter->second;
+   if (mem.d_ptr && free_dev_ptr) { CuMemFree(mem.d_ptr); }
+   maps->memories.erase(mem_map_iter);
    return ptr;
 }
 
-void MemoryManager::SetHostDevicePtr(void *h_ptr, void *d_ptr, const bool host)
-{
-   internal::Memory &base = maps->memories.at(h_ptr);
-   base.d_ptr = d_ptr;
-   base.host = host;
-}
-
 bool MemoryManager::IsKnown(const void *ptr)
 {
    return maps->memories.find(ptr) != maps->memories.end();
 }
 
-bool MemoryManager::IsOnHost(const void *ptr)
-{
-   return maps->memories.at(ptr).host;
-}
-
-std::size_t MemoryManager::Bytes(const void *ptr)
-{
-   return maps->memories.at(ptr).bytes;
-}
-
-void *MemoryManager::GetDevicePtr(const void *ptr)
+void *MemoryManager::GetDevicePtr(const void *ptr, size_t bytes, bool copy_data)
 {
+   if (!ptr)
+   {
+      MFEM_VERIFY(bytes == 0, "Trying to access NULL with size " << bytes);
+      return NULL;
+   }
    internal::Memory &base = maps->memories.at(ptr);
-   const size_t bytes = base.bytes;
    if (!base.d_ptr)
    {
-      CuMemAlloc(&base.d_ptr, bytes);
+      CuMemAlloc(&base.d_ptr, base.bytes);
+   }
+   if (copy_data)
+   {
+      MFEM_ASSERT(bytes <= base.bytes, "invalid copy size");
       CuMemcpyHtoD(base.d_ptr, ptr, bytes);
       base.host = false;
    }
    return base.d_ptr;
 }
 
-// Looks if ptr is an alias of one memory
-static const void* AliasBaseMemory(const internal::Ledger *maps,
-                                   const void *ptr)
+void MemoryManager::InsertAlias(const void *base_ptr, void *alias_ptr,
+                                bool base_is_alias)
 {
-   for (internal::MemoryMap::const_iterator mem = maps->memories.begin();
-        mem != maps->memories.end(); mem++)
+   long offset = static_cast<const char*>(alias_ptr) -
+                 static_cast<const char*>(base_ptr);
+   if (!base_ptr)
    {
-      const void *b_ptr = mem->first;
-      if (b_ptr > ptr) { continue; }
-      const void *end = static_cast<const char*>(b_ptr) + mem->second.bytes;
-      if (ptr < end) { return b_ptr; }
+      MFEM_VERIFY(offset == 0,
+                  "Trying to add alias to NULL at offset " << offset);
+      return;
+   }
+   if (base_is_alias)
+   {
+      const internal::Alias *alias = maps->aliases.at(base_ptr);
+      base_ptr = alias->mem->h_ptr;
+      offset += alias->offset;
+   }
+   internal::Memory &mem = maps->memories.at(base_ptr);
+   auto res = maps->aliases.emplace(alias_ptr, nullptr);
+   if (res.second == false) // alias_ptr was already in the map
+   {
+      if (res.first->second->mem != &mem || res.first->second->offset != offset)
+      {
+         mfem_error("alias already exists with different base/offset!");
+      }
+      else
+      {
+         res.first->second->counter++;
+      }
+   }
+   else
+   {
+      res.first->second = new internal::Alias{&mem, offset, 1};
    }
-   return nullptr;
 }
 
-bool MemoryManager::IsAlias(const void *ptr)
+void MemoryManager::EraseAlias(void *alias_ptr)
 {
-   const internal::AliasMap::const_iterator found = maps->aliases.find(ptr);
-   if (found != maps->aliases.end()) { return true; }
-   MFEM_ASSERT(!IsKnown(ptr), "Ptr is an already known address!");
-   const void *base = AliasBaseMemory(maps, ptr);
-   if (!base) { return false; }
-   internal::Memory &mem = maps->memories.at(base);
-   const long offset = static_cast<const char*>(ptr) -
-                       static_cast<const char*> (base);
-   const internal::Alias *alias = new internal::Alias{&mem, offset};
-   maps->aliases.emplace(ptr, alias);
-   mem.aliases.push_back(ptr);
-   return true;
+   if (!alias_ptr) { return; }
+   auto alias_map_iter = maps->aliases.find(alias_ptr);
+   if (alias_map_iter == maps->aliases.end())
+   {
+      mfem_error("alias not found");
+   }
+   internal::Alias *alias = alias_map_iter->second;
+   if (--alias->counter) { return; }
+   // erase the alias from the alias map:
+   maps->aliases.erase(alias_map_iter);
+   delete alias;
 }
 
-static inline bool MmDeviceIniFilter(void)
+void *MemoryManager::GetAliasDevicePtr(const void *alias_ptr, size_t bytes,
+                                       bool copy_data)
 {
-   if (!mm.UsingMM()) { return true; }
-   if (!mm.IsEnabled()) { return true; }
-   if (!Device::IsAvailable()) { return true; }
-   if (!Device::IsConfigured()) { return true; }
-   return false;
+   if (!alias_ptr)
+   {
+      MFEM_VERIFY(bytes == 0, "Trying to access NULL with size " << bytes);
+      return NULL;
+   }
+   auto &alias_map = maps->aliases;
+   auto alias_map_iter = alias_map.find(alias_ptr);
+   if (alias_map_iter == alias_map.end())
+   {
+      mfem_error("alias not found");
+   }
+   const internal::Alias *alias = alias_map_iter->second;
+   internal::Memory &base = *alias->mem;
+   MFEM_ASSERT((char*)base.h_ptr + alias->offset == alias_ptr,
+               "internal error");
+   if (!base.d_ptr)
+   {
+      CuMemAlloc(&base.d_ptr, base.bytes);
+   }
+   if (copy_data)
+   {
+      CuMemcpyHtoD((char*)base.d_ptr + alias->offset, alias_ptr, bytes);
+      base.host = false;
+   }
+   return (char*)base.d_ptr + alias->offset;
 }
 
-// Turn a known address into the right host or device address. Alloc, Push, or
-// Pull it if necessary.
-static void *PtrKnown(internal::Ledger *maps, void *ptr)
+static void PullKnown(internal::Ledger *maps,
+                      const void *ptr, const std::size_t bytes, bool copy_data)
 {
    internal::Memory &base = maps->memories.at(ptr);
-   const bool ptr_on_host = base.host;
-   const std::size_t bytes = base.bytes;
-   const bool run_on_device = Device::Allows(Backend::DEVICE_MASK);
-   if (ptr_on_host && !run_on_device) { return ptr; }
-   if (bytes==0) { mfem_error("PtrKnown bytes==0"); }
-   if (!base.d_ptr) { CuMemAlloc(&base.d_ptr, bytes); }
-   if (!base.d_ptr) { mfem_error("PtrKnown !base->d_ptr"); }
-   if (!ptr_on_host && run_on_device) { return base.d_ptr; }
-   if (!ptr) { mfem_error("PtrKnown !ptr"); }
-   if (!ptr_on_host && !run_on_device) // Pull
+   MFEM_ASSERT(base.h_ptr == ptr, "internal error");
+   // There are cases where it is OK if base.d_ptr is not allocated yet:
+   // for example, when requesting read-write access on host to memory created
+   // as device memory.
+   if (copy_data && base.d_ptr)
    {
-      CuMemcpyDtoH(ptr, base.d_ptr, bytes);
+      CuMemcpyDtoH(base.h_ptr, base.d_ptr, bytes);
       base.host = true;
-      return ptr;
    }
-   // Push
-   if (!(ptr_on_host && run_on_device)) { mfem_error("PtrKnown !(host && gpu)"); }
-   CuMemcpyHtoD(base.d_ptr, ptr, bytes);
-   base.host = false;
-   return base.d_ptr;
-}
-
-// Turn an alias into the right host or device address. Alloc, Push, or Pull it
-// if necessary.
-static void *PtrAlias(internal::Ledger *maps, void *ptr)
-{
-   const bool gpu = Device::Allows(Backend::DEVICE_MASK);
-   const internal::Alias *alias = maps->aliases.at(ptr);
-   const internal::Memory *base = alias->mem;
-   const bool host = base->host;
-   const bool device = !base->host;
-   const std::size_t bytes = base->bytes;
-   if (host && !gpu) { return ptr; }
-   if (bytes==0) { mfem_error("PtrAlias bytes==0"); }
-   if (!base->d_ptr) { CuMemAlloc(&(alias->mem->d_ptr), bytes); }
-   if (!base->d_ptr) { mfem_error("PtrAlias !base->d_ptr"); }
-   void *a_ptr = static_cast<char*>(base->d_ptr) + alias->offset;
-   if (device && gpu) { return a_ptr; }
-   if (!base->h_ptr) { mfem_error("PtrAlias !base->h_ptr"); }
-   if (device && !gpu) // Pull
-   {
-      CuMemcpyDtoH(base->h_ptr, base->d_ptr, bytes);
-      alias->mem->host = true;
-      return ptr;
-   }
-   // Push
-   if (!(host && gpu)) { mfem_error("PtrAlias !(host && gpu)"); }
-   CuMemcpyHtoD(base->d_ptr, base->h_ptr, bytes);
-   alias->mem->host = false;
-   return a_ptr;
-}
-
-void *MemoryManager::Ptr(void *ptr)
-{
-   if (ptr==NULL) { return NULL; };
-   if (MmDeviceIniFilter()) { return ptr; }
-   if (IsKnown(ptr)) { return PtrKnown(maps, ptr); }
-   if (IsAlias(ptr)) { return PtrAlias(maps, ptr); }
-   if (Device::Allows(Backend::DEVICE_MASK))
-   {
-      mfem_error("Trying to use unknown pointer on the DEVICE!");
-   }
-   return ptr;
-}
-
-const void *MemoryManager::Ptr(const void *ptr)
-{
-   return static_cast<const void*>(Ptr(const_cast<void*>(ptr)));
-}
-
-static void PushKnown(internal::Ledger *maps,
-                      const void *ptr, const std::size_t bytes)
-{
-   internal::Memory &base = maps->memories.at(ptr);
-   if (!base.d_ptr) { CuMemAlloc(&base.d_ptr, base.bytes); }
-   CuMemcpyHtoD(base.d_ptr, ptr, bytes == 0 ? base.bytes : bytes);
-}
-
-static void PushAlias(const internal::Ledger *maps,
-                      const void *ptr, const std::size_t bytes)
-{
-   const internal::Alias *alias = maps->aliases.at(ptr);
-   void *dst = static_cast<char*>(alias->mem->d_ptr) + alias->offset;
-   CuMemcpyHtoD(dst, ptr, bytes);
-}
-
-void MemoryManager::Push(const void *ptr, const std::size_t bytes)
-{
-   if (MmDeviceIniFilter()) { return; }
-   if (IsKnown(ptr)) { return PushKnown(maps, ptr, bytes); }
-   if (IsAlias(ptr)) { return PushAlias(maps, ptr, bytes); }
-   if (Device::Allows(Backend::DEVICE_MASK))
-   { mfem_error("Unknown pointer to push to!"); }
-}
-
-static void PullKnown(const internal::Ledger *maps,
-                      const void *ptr, const std::size_t bytes)
-{
-   const internal::Memory &base = maps->memories.at(ptr);
-   const bool host = base.host;
-   if (host) { return; }
-   CuMemcpyDtoH(base.h_ptr, base.d_ptr, bytes == 0 ? base.bytes : bytes);
 }
 
 static void PullAlias(const internal::Ledger *maps,
-                      const void *ptr, const std::size_t bytes)
+                      const void *ptr, const std::size_t bytes, bool copy_data)
 {
    const internal::Alias *alias = maps->aliases.at(ptr);
-   const bool host = alias->mem->host;
-   if (host) { return; }
-   if (!ptr) { mfem_error("PullAlias !ptr"); }
-   if (!alias->mem->d_ptr) { mfem_error("PullAlias !alias->mem->d_ptr"); }
-   CuMemcpyDtoH(const_cast<void*>(ptr),
-                static_cast<char*>(alias->mem->d_ptr) + alias->offset,
-                bytes);
-}
-
-void MemoryManager::Pull(const void *ptr, const std::size_t bytes)
-{
-   if (MmDeviceIniFilter()) { return; }
-   if (IsKnown(ptr)) { return PullKnown(maps, ptr, bytes); }
-   if (IsAlias(ptr)) { return PullAlias(maps, ptr, bytes); }
-   if (Device::Allows(Backend::DEVICE_MASK))
-   { mfem_error("Unknown pointer to pull from!"); }
-}
-
-namespace internal { extern CUstream *cuStream; }
-void* MemoryManager::Memcpy(void *dst, const void *src,
-                            const std::size_t bytes, const bool async)
-{
-   void *d_dst = Ptr(dst);
-   void *d_src = const_cast<void*>(Ptr(src));
-   if (bytes == 0) { return dst; }
-   const bool run_on_host = !Device::Allows(Backend::DEVICE_MASK);
-   if (run_on_host) { return std::memcpy(dst, src, bytes); }
-   if (!async) { return CuMemcpyDtoD(d_dst, d_src, bytes); }
-   return CuMemcpyDtoDAsync(d_dst, d_src, bytes, internal::cuStream);
+   MFEM_ASSERT((char*)alias->mem->h_ptr + alias->offset == ptr,
+               "internal error");
+   // There are cases where it is OK if alias->mem->d_ptr is not allocated yet:
+   // for example, when requesting read-write access on host to memory created
+   // as device memory.
+   if (copy_data && alias->mem->d_ptr)
+   {
+      CuMemcpyDtoH(const_cast<void*>(ptr),
+                   static_cast<char*>(alias->mem->d_ptr) + alias->offset,
+                   bytes);
+   }
 }
 
 void MemoryManager::RegisterCheck(void *ptr)
 {
-   if (ptr != NULL && UsingMM())
+   if (ptr != NULL)
    {
       if (!IsKnown(ptr))
       {
@@ -347,17 +323,389 @@ void MemoryManager::PrintPtrs(void)
                 << "h_ptr " << mem.h_ptr << ", "
                 << "d_ptr " << mem.d_ptr;
    }
+   mfem::out << std::endl;
 }
 
-void MemoryManager::GetAll(void)
+// Static private MemoryManager methods used by class Memory
+
+void *MemoryManager::New_(void *h_ptr, std::size_t size, MemoryType mt,
+                          unsigned &flags)
 {
-   for (const auto& n : maps->memories)
+   // TODO: save the types of the pointers ...
+   flags = Mem::REGISTERED | Mem::OWNS_INTERNAL;
+   switch (mt)
    {
-      const void *ptr = n.first;
-      Ptr(ptr);
+      case MemoryType::HOST: return nullptr; // case is handled outside
+
+      case MemoryType::HOST_32:
+      case MemoryType::HOST_64:
+         mfem_error("New_(): aligned host types are not implemented yet");
+         return nullptr;
+
+      case MemoryType::CUDA:
+         mm.Insert(h_ptr, size);
+         flags = flags | Mem::OWNS_HOST | Mem::OWNS_DEVICE | Mem::VALID_DEVICE;
+         return h_ptr;
+
+      case MemoryType::CUDA_UVM:
+         mfem_error("New_(): CUDA UVM allocation is not implemented yet");
+         return nullptr;
+   }
+   return nullptr;
+}
+
+void *MemoryManager::Register_(void *ptr, void *h_ptr, std::size_t capacity,
+                               MemoryType mt, bool own, bool alias,
+                               unsigned &flags)
+{
+   // TODO: save the type of the registered pointer ...
+   MFEM_VERIFY(alias == false, "cannot register an alias!");
+   flags = flags | (Mem::REGISTERED | Mem::OWNS_INTERNAL);
+   if (IsHostMemory(mt))
+   {
+      mm.Insert(ptr, capacity);
+      flags = (own ? flags | Mem::OWNS_HOST : flags & ~Mem::OWNS_HOST) |
+              Mem::OWNS_DEVICE | Mem::VALID_HOST;
+      return ptr;
+   }
+   MFEM_VERIFY(mt == MemoryType::CUDA, "Only CUDA pointers are supported");
+   mm.InsertDevice(ptr, h_ptr, capacity);
+   flags = (own ? flags | Mem::OWNS_DEVICE : flags & ~Mem::OWNS_DEVICE) |
+           Mem::OWNS_HOST | Mem::VALID_DEVICE;
+   return h_ptr;
+}
+
+void MemoryManager::Alias_(void *base_h_ptr, std::size_t offset,
+                           std::size_t size, unsigned base_flags,
+                           unsigned &flags)
+{
+   // TODO: store the 'size' in the MemoryManager?
+   mm.InsertAlias(base_h_ptr, (char*)base_h_ptr + offset,
+                  base_flags & Mem::ALIAS);
+   flags = (base_flags | Mem::ALIAS | Mem::OWNS_INTERNAL) &
+           ~(Mem::OWNS_HOST | Mem::OWNS_DEVICE);
+}
+
+MemoryType MemoryManager::Delete_(void *h_ptr, unsigned flags)
+{
+   // TODO: this logic needs to be updated when support for HOST_32 and HOST_64
+   // memory types is added.
+
+   MFEM_ASSERT(!(flags & Mem::OWNS_DEVICE) || (flags & Mem::OWNS_INTERNAL),
+               "invalid Memory state");
+   if (mm.exists && (flags & Mem::OWNS_INTERNAL))
+   {
+      if (flags & Mem::ALIAS)
+      {
+         mm.EraseAlias(h_ptr);
+      }
+      else
+      {
+         mm.Erase(h_ptr, flags & Mem::OWNS_DEVICE);
+      }
+   }
+   return MemoryType::HOST;
+}
+
+void *MemoryManager::ReadWrite_(void *h_ptr, MemoryClass mc,
+                                std::size_t size, unsigned &flags)
+{
+   switch (mc)
+   {
+      case MemoryClass::HOST:
+         if (!(flags & Mem::VALID_HOST))
+         {
+            if (flags & Mem::ALIAS) { PullAlias(maps, h_ptr, size, true); }
+            else { PullKnown(maps, h_ptr, size, true); }
+         }
+         flags = (flags | Mem::VALID_HOST) & ~Mem::VALID_DEVICE;
+         return h_ptr;
+
+      case MemoryClass::HOST_32:
+         // TODO: check that the host pointer is MemoryType::HOST_32 or
+         // MemoryType::HOST_64
+         return h_ptr;
+
+      case MemoryClass::HOST_64:
+         // TODO: check that the host pointer is MemoryType::HOST_64
+         return h_ptr;
+
+      case MemoryClass::CUDA:
+      {
+         // TODO: check that the device pointer is MemoryType::CUDA or
+         // MemoryType::CUDA_UVM
+
+         const bool need_copy = !(flags & Mem::VALID_DEVICE);
+         flags = (flags | Mem::VALID_DEVICE) & ~Mem::VALID_HOST;
+
+         // TODO: add support for UVM
+         if (flags & Mem::ALIAS)
+         {
+            return mm.GetAliasDevicePtr(h_ptr, size, need_copy);
+         }
+         return mm.GetDevicePtr(h_ptr, size, need_copy);
+      }
+
+      case MemoryClass::CUDA_UVM:
+         // TODO: check that the host+device pointers are MemoryType::CUDA_UVM
+
+         // Do we need to update the validity flags?
+
+         return h_ptr; // the host and device pointers are the same
+   }
+   return nullptr;
+}
+
+const void *MemoryManager::Read_(void *h_ptr, MemoryClass mc,
+                                 std::size_t size, unsigned &flags)
+{
+   switch (mc)
+   {
+      case MemoryClass::HOST:
+         if (!(flags & Mem::VALID_HOST))
+         {
+            if (flags & Mem::ALIAS) { PullAlias(maps, h_ptr, size, true); }
+            else { PullKnown(maps, h_ptr, size, true); }
+         }
+         flags = flags | Mem::VALID_HOST;
+         return h_ptr;
+
+      case MemoryClass::HOST_32:
+         // TODO: check that the host pointer is MemoryType::HOST_32 or
+         // MemoryType::HOST_64
+         return h_ptr;
+
+      case MemoryClass::HOST_64:
+         // TODO: check that the host pointer is MemoryType::HOST_64
+         return h_ptr;
+
+      case MemoryClass::CUDA:
+      {
+         // TODO: check that the device pointer is MemoryType::CUDA or
+         // MemoryType::CUDA_UVM
+
+         const bool need_copy = !(flags & Mem::VALID_DEVICE);
+         flags = flags | Mem::VALID_DEVICE;
+
+         // TODO: add support for UVM
+         if (flags & Mem::ALIAS)
+         {
+            return mm.GetAliasDevicePtr(h_ptr, size, need_copy);
+         }
+         return mm.GetDevicePtr(h_ptr, size, need_copy);
+      }
+
+      case MemoryClass::CUDA_UVM:
+         // TODO: check that the host+device pointers are MemoryType::CUDA_UVM
+
+         // Do we need to update the validity flags?
+
+         return h_ptr; // the host and device pointers are the same
+   }
+   return nullptr;
+}
+
+void *MemoryManager::Write_(void *h_ptr, MemoryClass mc, std::size_t size,
+                            unsigned &flags)
+{
+   switch (mc)
+   {
+      case MemoryClass::HOST:
+         flags = (flags | Mem::VALID_HOST) & ~Mem::VALID_DEVICE;
+         return h_ptr;
+
+      case MemoryClass::HOST_32:
+         // TODO: check that the host pointer is MemoryType::HOST_32 or
+         // MemoryType::HOST_64
+
+         flags = (flags | Mem::VALID_HOST) & ~Mem::VALID_DEVICE;
+         return h_ptr;
+
+      case MemoryClass::HOST_64:
+         // TODO: check that the host pointer is MemoryType::HOST_64
+
+         flags = (flags | Mem::VALID_HOST) & ~Mem::VALID_DEVICE;
+         return h_ptr;
+
+      case MemoryClass::CUDA:
+         // TODO: check that the device pointer is MemoryType::CUDA or
+         // MemoryType::CUDA_UVM
+
+         flags = (flags | Mem::VALID_DEVICE) & ~Mem::VALID_HOST;
+
+         // TODO: add support for UVM
+         if (flags & Mem::ALIAS)
+         {
+            return mm.GetAliasDevicePtr(h_ptr, size, false);
+         }
+         return mm.GetDevicePtr(h_ptr, size, false);
+
+      case MemoryClass::CUDA_UVM:
+         // TODO: check that the host+device pointers are MemoryType::CUDA_UVM
+
+         // Do we need to update the validity flags?
+
+         return h_ptr; // the host and device pointers are the same
+   }
+   return nullptr;
+}
+
+void MemoryManager::SyncAlias_(const void *base_h_ptr, void *alias_h_ptr,
+                               size_t alias_size, unsigned base_flags,
+                               unsigned &alias_flags)
+{
+   // This is called only when (base_flags & Mem::REGISTERED) is true.
+   // Note that (alias_flags & REGISTERED) may not be true.
+   MFEM_ASSERT(alias_flags & Mem::ALIAS, "not an alias");
+   if ((base_flags & Mem::VALID_HOST) && !(alias_flags & Mem::VALID_HOST))
+   {
+      PullAlias(maps, alias_h_ptr, alias_size, true);
+   }
+   if ((base_flags & Mem::VALID_DEVICE) && !(alias_flags & Mem::VALID_DEVICE))
+   {
+      if (!(alias_flags & Mem::REGISTERED))
+      {
+         mm.InsertAlias(base_h_ptr, alias_h_ptr, base_flags & Mem::ALIAS);
+         alias_flags = (alias_flags | Mem::REGISTERED | Mem::OWNS_INTERNAL) &
+                       ~(Mem::OWNS_HOST | Mem::OWNS_DEVICE);
+      }
+      mm.GetAliasDevicePtr(alias_h_ptr, alias_size, true);
+   }
+   alias_flags = (alias_flags & ~(Mem::VALID_HOST | Mem::VALID_DEVICE)) |
+                 (base_flags & (Mem::VALID_HOST | Mem::VALID_DEVICE));
+}
+
+MemoryType MemoryManager::GetMemoryType_(void *h_ptr, unsigned flags)
+{
+   // TODO: support other memory types
+   if (flags & Mem::VALID_DEVICE) { return MemoryType::CUDA; }
+   return MemoryType::HOST;
+}
+
+void MemoryManager::Copy_(void *dest_h_ptr, const void *src_h_ptr,
+                          std::size_t size, unsigned src_flags,
+                          unsigned &dest_flags)
+{
+   // Type of copy to use based on the src and dest validity flags:
+   //            |       src
+   //            |  h  |  d  |  hd
+   // -----------+-----+-----+------
+   //         h  | h2h   d2h   h2h
+   //  dest   d  | h2d   d2d   d2d
+   //        hd  | h2h   d2d   d2d
+
+   const bool src_on_host =
+      (src_flags & Mem::VALID_HOST) &&
+      (!(src_flags & Mem::VALID_DEVICE) ||
+       ((dest_flags & Mem::VALID_HOST) && !(dest_flags & Mem::VALID_DEVICE)));
+   const bool dest_on_host =
+      (dest_flags & Mem::VALID_HOST) &&
+      (!(dest_flags & Mem::VALID_DEVICE) ||
+       ((src_flags & Mem::VALID_HOST) && !(src_flags & Mem::VALID_DEVICE)));
+   const void *src_d_ptr = src_on_host ? NULL :
+                           ((src_flags & Mem::ALIAS) ?
+                            mm.GetAliasDevicePtr(src_h_ptr, size, false) :
+                            mm.GetDevicePtr(src_h_ptr, size, false));
+   if (dest_on_host)
+   {
+      if (src_on_host)
+      {
+         if (dest_h_ptr != src_h_ptr && size != 0)
+         {
+            MFEM_ASSERT((char*)dest_h_ptr + size <= src_h_ptr ||
+                        (char*)src_h_ptr + size <= dest_h_ptr,
+                        "data overlaps!");
+            std::memcpy(dest_h_ptr, src_h_ptr, size);
+         }
+      }
+      else
+      {
+         CuMemcpyDtoH(dest_h_ptr, src_d_ptr, size);
+      }
+   }
+   else
+   {
+      void *dest_d_ptr = (dest_flags & Mem::ALIAS) ?
+                         mm.GetAliasDevicePtr(dest_h_ptr, size, false) :
+                         mm.GetDevicePtr(dest_h_ptr, size, false);
+      if (src_on_host)
+      {
+         CuMemcpyHtoD(dest_d_ptr, src_h_ptr, size);
+      }
+      else
+      {
+         CuMemcpyDtoD(dest_d_ptr, src_d_ptr, size);
+      }
+   }
+   dest_flags = dest_flags &
+                ~(dest_on_host ? Mem::VALID_DEVICE : Mem::VALID_HOST);
+}
+
+void MemoryManager::CopyToHost_(void *dest_h_ptr, const void *src_h_ptr,
+                                std::size_t size, unsigned src_flags)
+{
+   const bool src_on_host = src_flags & Mem::VALID_HOST;
+   if (src_on_host)
+   {
+      if (dest_h_ptr != src_h_ptr && size != 0)
+      {
+         MFEM_ASSERT((char*)dest_h_ptr + size <= src_h_ptr ||
+                     (char*)src_h_ptr + size <= dest_h_ptr,
+                     "data overlaps!");
+         std::memcpy(dest_h_ptr, src_h_ptr, size);
+      }
+   }
+   else
+   {
+      const void *src_d_ptr = (src_flags & Mem::ALIAS) ?
+                              mm.GetAliasDevicePtr(src_h_ptr, size, false) :
+                              mm.GetDevicePtr(src_h_ptr, size, false);
+      CuMemcpyDtoH(dest_h_ptr, src_d_ptr, size);
    }
 }
 
+void MemoryManager::CopyFromHost_(void *dest_h_ptr, const void *src_h_ptr,
+                                  std::size_t size, unsigned &dest_flags)
+{
+   const bool dest_on_host = dest_flags & Mem::VALID_HOST;
+   if (dest_on_host)
+   {
+      if (dest_h_ptr != src_h_ptr && size != 0)
+      {
+         MFEM_ASSERT((char*)dest_h_ptr + size <= src_h_ptr ||
+                     (char*)src_h_ptr + size <= dest_h_ptr,
+                     "data overlaps!");
+         std::memcpy(dest_h_ptr, src_h_ptr, size);
+      }
+   }
+   else
+   {
+      void *dest_d_ptr = (dest_flags & Mem::ALIAS) ?
+                         mm.GetAliasDevicePtr(dest_h_ptr, size, false) :
+                         mm.GetDevicePtr(dest_h_ptr, size, false);
+      CuMemcpyHtoD(dest_d_ptr, src_h_ptr, size);
+   }
+   dest_flags = dest_flags &
+                ~(dest_on_host ? Mem::VALID_DEVICE : Mem::VALID_HOST);
+}
+
+
+void MemoryPrintFlags(unsigned flags)
+{
+   typedef Memory<int> Mem;
+   mfem::out
+         <<   "   registered    = " << bool(flags & Mem::REGISTERED)
+         << "\n   owns host     = " << bool(flags & Mem::OWNS_HOST)
+         << "\n   owns device   = " << bool(flags & Mem::OWNS_DEVICE)
+         << "\n   owns internal = " << bool(flags & Mem::OWNS_INTERNAL)
+         << "\n   valid host    = " << bool(flags & Mem::VALID_HOST)
+         << "\n   valid device  = " << bool(flags & Mem::VALID_DEVICE)
+         << "\n   alias         = " << bool(flags & Mem::ALIAS)
+         << "\n   device flag   = " << bool(flags & Mem::USE_DEVICE)
+         << std::endl;
+}
+
+
 MemoryManager mm;
 bool MemoryManager::exists = false;
 

general/mem_manager.hpp

@@ -13,6 +13,9 @@
 #define MFEM_MEM_MANAGER_HPP
 
 #include "globals.hpp"
+#include "error.hpp"
+#include <cstring> // std::memcpy
+#include <type_traits> // std::is_const
 
 namespace mfem
 {
@@ -20,167 +23,717 @@ namespace mfem
 // Implementation of MFEM's lightweight device/host memory manager designed to
 // work seamlessly with the OCCA, RAJA, and other kernels supported by MFEM.
 
+/// Memory types supported by MFEM.
+enum class MemoryType
+{
+   HOST,      ///< Host memory; using new[] and delete[]
+   HOST_32,   ///< Host memory aligned at 32 bytes (not supported yet)
+   HOST_64,   ///< Host memory aligned at 64 bytes (not supported yet)
+   CUDA,      ///< cudaMalloc, cudaFree
+   CUDA_UVM   ///< cudaMallocManaged, cudaFree (not supported yet)
+};
+
+/// Memory classes identify subsets of memory types.
+/** This type is used by kernels that can work with multiple MemoryType%s. For
+    example, kernels that can use CUDA or CUDA_UVM memory types should use
+    MemoryClass::CUDA for their inputs. */
+enum class MemoryClass
+{
+   HOST,    ///< Memory types: { HOST, HOST_32, HOST_64, CUDA_UVM }
+   HOST_32, ///< Memory types: { HOST_32, HOST_64 }
+   HOST_64, ///< Memory types: { HOST_64 }
+   CUDA,    ///< Memory types: { CUDA, CUDA_UVM }
+   CUDA_UVM ///< Memory types: { CUDA_UVM }
+};
+
+/// Return true if the given memory type is in MemoryClass::HOST.
+inline bool IsHostMemory(MemoryType mt) { return mt <= MemoryType::HOST_64; }
+
+/// Return a suitable MemoryType for a given MemoryClass.
+MemoryType GetMemoryType(MemoryClass mc);
+
+/// Return a suitable MemoryClass from a pair of MemoryClass%es.
+/** Note: this operation is commutative, i.e. a*b = b*a, associative, i.e.
+    (a*b)*c = a*(b*c), and has an identity element: MemoryClass::HOST.
+
+    Currently, the operation is defined as a*b := max(a,b) where the max
+    operation is based on the enumeration ordering:
+
+        HOST < HOST_32 < HOST_64 < CUDA < CUDA_UVM. */
+MemoryClass operator*(MemoryClass mc1, MemoryClass mc2);
+
+/// Class used by MFEM to store pointers to host and/or device memory.
+/** The template class parameter, T, must be a plain-old-data (POD) type.
+
+    In many respects this class behaves like a pointer:
+    * When destroyed, a Memory object does NOT automatically delete any
+      allocated memory.
+    * Only the method Delete() will deallocate a Memory object.
+    * Other methods that modify the object (e.g. New(), Wrap(), etc) will simply
+      overwrite the old contents.
+    * One difference with a pointer is that a const Memory object does not allow
+      modification of the content (unlike e.g. a const pointer).
+
+    A Memory object stores up to two different pointers: one host pointer (with
+    MemoryType from MemoryClass::HOST) and one device pointer (currently one of
+    MemoryType::CUDA or MemoryTyep::CUDA_UVM).
+
+    A Memory object can hold (wrap) an externally allocated pointer with any
+    given MemoryType.
+
+    Access to the content of the Memory object can be requested with any given
+    MemoryClass through the methods ReadWrite(), Read(), and Write().
+    Requesting such access may result in additional (internally handled)
+    memory allocation and/or memory copy.
+    * When ReadWrite() is called, the returned pointer becomes the only
+      valid pointer.
+    * When Read() is called, the returned pointer becomes valid, however
+      the other pointer (host or device) may remain valid as well.
+    * When Write() is called, the returned pointer becomes the only valid
+      pointer, however, unlike ReadWrite(), no memory copy will be performed.
+
+    The host memory (pointer from MemoryClass::HOST) can be accessed through the
+    inline methods: `operator[]()`, `operator*()`, the implicit conversion
+    functions `operator T*()`, `operator const T*()`, and the explicit
+    conversion template functions `operator U*()`,  `operator const U*()` (with
+    any suitable type U). In certain cases, using these methods may have
+    undefined behavior, e.g. if the host pointer is not currently valid. */
+template <typename T>
+class Memory
+{
+protected:
+   friend class MemoryManager;
+   friend void MemoryPrintFlags(unsigned flags);
+
+   enum FlagMask
+   {
+      REGISTERED    = 1,   ///< #h_ptr is registered with the MemoryManager
+      OWNS_HOST     = 2,   ///< The host pointer will be deleted by Delete()
+      OWNS_DEVICE   = 4,   ///< The device pointer will be deleted by Delete()
+      OWNS_INTERNAL = 8,   ///< Ownership flag for internal Memory data
+      VALID_HOST    = 16,  ///< Host pointer is valid
+      VALID_DEVICE  = 32,  ///< Device pointer is valid
+      ALIAS         = 64,
+      /// Internal device flag, see e.g. Vector::UseDevice()
+      USE_DEVICE    = 128
+   };
+
+   /// Pointer to host memory. Not owned.
+   /** When the pointer is not registered with the MemoryManager, this pointer
+       has type MemoryType::HOST. When the pointer is registered, it can be any
+       type from MemoryClass::HOST. */
+   T *h_ptr;
+   int capacity;
+   mutable unsigned flags;
+   // 'flags' is mutable so that it can be modified in Set{Host,Device}PtrOwner,
+   // Copy{From,To}, {ReadWrite,Read,Write}.
+
+public:
+   /// Default constructor: no initialization.
+   Memory() { }
+
+   /// Copy constructor: default.
+   Memory(const Memory &orig) = default;
+
+   /// Move constructor: default.
+   Memory(Memory &&orig) = default;
+
+   /// Copy-assignment operator: default.
+   Memory &operator=(const Memory &orig) = default;
+
+   /// Move-assignment operator: default.
+   Memory &operator=(Memory &&orig) = default;
+
+   /// Allocate host memory for @a size entries.
+   explicit Memory(int size) { New(size); }
+
+   /** @brief Allocate memory for @a size entries with the given MemoryType
+       @a mt. */
+   /** The newly allocated memory is not initialized, however the given
+       MemoryType is still set as valid. */
+   Memory(int size, MemoryType mt) { New(size, mt); }
+
+   /** @brief Wrap an externally allocated host pointer, @a ptr with type
+       MemoryType::HOST. */
+   /** The parameter @a own determines whether @a ptr will be deleted (using
+       operator delete[]) when the method Delete() is called. */
+   explicit Memory(T *ptr, int size, bool own) { Wrap(ptr, size, own); }
+
+   /// Wrap an externally allocated pointer, @a ptr, of the given MemoryType.
+   /** The new memory object will have the given MemoryType set as valid.
+
+       The given @a ptr must be allocated appropriately for the given
+       MemoryType.
+
+       The parameter @a own determines whether @a ptr will be deleted when the
+       method Delete() is called. */
+   Memory(T *ptr, int size, MemoryType mt, bool own)
+   { Wrap(ptr, size, mt, own); }
+
+   /** @brief Alias constructor. Create a Memory object that points inside the
+       Memory object @a base. */
+   /** The new Memory object uses the same MemoryType(s) as @a base. */
+   Memory(const Memory &base, int offset, int size)
+   { MakeAlias(base, offset, size); }
+
+   /// Destructor: default.
+   /** @note The destructor will NOT delete the current memory. */
+   ~Memory() = default;
+
+   /** @brief Return true if the host pointer is owned. Ownership indicates
+       whether the pointer will be deleted by the method Delete(). */
+   bool OwnsHostPtr() const { return flags & OWNS_HOST; }
+
+   /** @brief Set/clear the ownership flag for the host pointer. Ownership
+       indicates whether the pointer will be deleted by the method Delete(). */
+   void SetHostPtrOwner(bool own) const
+   { flags = own ? (flags | OWNS_HOST) : (flags & ~OWNS_HOST); }
+
+   /** @brief Return true if the device pointer is owned. Ownership indicates
+       whether the pointer will be deleted by the method Delete(). */
+   bool OwnsDevicePtr() const { return flags & OWNS_DEVICE; }
+
+   /** @brief Set/clear the ownership flag for the device pointer. Ownership
+       indicates whether the pointer will be deleted by the method Delete(). */
+   void SetDevicePtrOwner(bool own) const
+   { flags = own ? (flags | OWNS_DEVICE) : (flags & ~OWNS_DEVICE); }
+
+   /** @brief Clear the ownership flags for the host and device pointers, as
+       well as any internal data allocated by the Memory object. */
+   void ClearOwnerFlags() const
+   { flags = flags & ~(OWNS_HOST | OWNS_DEVICE | OWNS_INTERNAL); }
+
+   /// Read the internal device flag.
+   bool UseDevice() const { return flags & USE_DEVICE; }
+
+   /// Set the internal device flag.
+   void UseDevice(bool use_dev) const
+   { flags = use_dev ? (flags | USE_DEVICE) : (flags & ~USE_DEVICE); }
+
+   /// Return the size of the allocated memory.
+   int Capacity() const { return capacity; }
+
+   /// Reset the memory to be empty, ensuring that Delete() will be a no-op.
+   /** This is the Memory class equivalent to setting a pointer to NULL, see
+       Empty().
+
+       @note The current memory is NOT deleted by this method. */
+   void Reset() { h_ptr = NULL; capacity = 0; flags = 0; }
+
+   /// Return true if the Memory object is empty, see Reset().
+   /** Default-constructed objects are uninitialized, so they are not guaranteed
+       to be empty. */
+   bool Empty() const { return h_ptr == NULL; }
+
+   /// Allocate host memory for @a size entries with type MemoryType::HOST.
+   /** @note The current memory is NOT deleted by this method. */
+   void New(int size)
+   { h_ptr = new T[size]; capacity = size; flags = OWNS_HOST | VALID_HOST; }
+
+   /// Allocate memory for @a size entries with the given MemoryType.
+   /** The newly allocated memory is not initialized, however the given
+       MemoryType is still set as valid.
+
+       @note The current memory is NOT deleted by this method. */
+   inline void New(int size, MemoryType mt);
+
+   /** @brief Wrap an externally allocated host pointer, @a ptr with type
+       MemoryType::HOST. */
+   /** The parameter @a own determines whether @a ptr will be deleted (using
+       operator delete[]) when the method Delete() is called.
+
+       @note The current memory is NOT deleted by this method. */
+   inline void Wrap(T *ptr, int size, bool own)
+   { h_ptr = ptr; capacity = size; flags = (own ? OWNS_HOST : 0) | VALID_HOST; }
+
+   /// Wrap an externally allocated pointer, @a ptr, of the given MemoryType.
+   /** The new memory object will have the given MemoryType set as valid.
+
+       The given @a ptr must be allocated appropriately for the given
+       MemoryType.
+
+       The parameter @a own determines whether @a ptr will be deleted when the
+       method Delete() is called.
+
+       @note The current memory is NOT deleted by this method. */
+   inline void Wrap(T *ptr, int size, MemoryType mt, bool own);
+
+   /// Create a memory object that points inside the memory object @a base.
+   /** The new Memory object uses the same MemoryType(s) as @a base.
+
+       @note The current memory is NOT deleted by this method. */
+   inline void MakeAlias(const Memory &base, int offset, int size);
+
+   /// Delete the owned pointers. The Memory is not reset by this method.
+   inline void Delete();
+
+   /// Array subscript operator for host memory.
+   inline T &operator[](int idx);
+
+   /// Array subscript operator for host memory, const version.
+   inline const T &operator[](int idx) const;
+
+   /// Direct access to the host memory as T* (implicit conversion).
+   /** When the type T is const-qualified, this method can be used only if the
+       host pointer is currently valid (the device pointer may be valid or
+       invalid).
+
+       When the type T is not const-qualified, this method can be used only if
+       the host pointer is the only valid pointer.
+
+       When the Memory is empty, this method can be used and it returns NULL. */
+   inline operator T*();
+
+   /// Direct access to the host memory as const T* (implicit conversion).
+   /** This method can be used only if the host pointer is currently valid (the
+       device pointer may be valid or invalid).
+
+       When the Memory is empty, this method can be used and it returns NULL. */
+   inline operator const T*() const;
+
+   /// Direct access to the host memory via explicit typecast.
+   /** A pointer to type T must be reinterpret_cast-able to a pointer to type U.
+       In particular, this method cannot be used to cast away const-ness from
+       the base type T.
+
+       When the type U is const-qualified, this method can be used only if the
+       host pointer is currently valid (the device pointer may be valid or
+       invalid).
+
+       When the type U is not const-qualified, this method can be used only if
+       the host pointer is the only valid pointer.
+
+       When the Memory is empty, this method can be used and it returns NULL. */
+   template <typename U>
+   inline explicit operator U*();
+
+   /// Direct access to the host memory via explicit typecast, const version.
+   /** A pointer to type T must be reinterpret_cast-able to a pointer to type
+       const U.
+
+       This method can be used only if the host pointer is currently valid (the
+       device pointer may be valid or invalid).
+
+       When the Memory is empty, this method can be used and it returns NULL. */
+   template <typename U>
+   inline explicit operator const U*() const;
+
+   /// Get read-write access to the memory with the given MemoryClass.
+   /** If only read or only write access is needed, then the methods
+       Read() or Write() should be used instead of this method.
+
+       The parameter @a size must not exceed the Capacity(). */
+   inline T *ReadWrite(MemoryClass mc, int size);
+
+   /// Get read-only access to the memory with the given MemoryClass.
+   /** The parameter @a size must not exceed the Capacity(). */
+   inline const T *Read(MemoryClass mc, int size) const;
+
+   /// Get write-only access to the memory with the given MemoryClass.
+   /** The parameter @a size must not exceed the Capacity().
+
+       The contents of the returned pointer is undefined, unless it was
+       validated by a previous call to Read() or ReadWrite() with
+       the same MemoryClass. */
+   inline T *Write(MemoryClass mc, int size);
+
+   /// Copy the host/device pointer validity flags from @a other to @a *this.
+   /** This method synchronizes the pointer validity flags of two Memory objects
+       that use the same host/device pointers, or when @a *this is an alias
+       (sub-Memory) of @a other. Typically, this method should be called after
+       @a other is manipulated in a way that changes its pointer validity flags
+       (e.g. it was moved from device to host memory). */
+   inline void Sync(const Memory &other) const;
+
+   /** @brief Update the alias Memory @a *this to match the memory location (all
+       valid locations) of its base Memory, @a base. */
+   /** This method is useful when alias Memory is moved and manipulated in a
+       different memory space. Such operations render the pointer validity flags
+       of the base incorrect. Calling this method will ensure that @a base is
+       up-to-date. Note that this is achieved by moving/copying @a *this (if
+       necessary), and not @a base. */
+   inline void SyncAlias(const Memory &base, int alias_size) const;
+
+   /** @brief Return a MemoryType that is currently valid. If both the host and
+       the device pointers are currently valid, then the device memory type is
+       returned. */
+   inline MemoryType GetMemoryType() const;
+
+   /// Copy @a size entries from @a src to @a *this.
+   /** The given @a size should not exceed the Capacity() of the source @a src
+       and the destination, @a *this. */
+   inline void CopyFrom(const Memory &src, int size);
+
+   /// Copy @a size entries from the host pointer @a src to @a *this.
+   /** The given @a size should not exceed the Capacity() of @a *this. */
+   inline void CopyFromHost(const T *src, int size);
+
+   /// Copy @a size entries from @a *this to @a dest.
+   /** The given @a size should not exceed the Capacity() of @a *this and the
+       destination, @a dest. */
+   inline void CopyTo(Memory &dest, int size) const
+   { dest.CopyFrom(*this, size); }
+
+   /// Copy @a size entries from @a *this to the host pointer @a dest.
+   /** The given @a size should not exceed the Capacity() of @a *this. */
+   inline void CopyToHost(T *dest, int size) const;
+};
+
+
 /// The memory manager class
 class MemoryManager
 {
 private:
-   /// Allow to enable/disable the Ptr, Pull and Push functionalities
-   /// New and Delete will still continue to register the pointers
-   bool enabled;
+   template <typename T> friend class Memory;
+   // Used by the private static methods called by class Memory:
+   typedef Memory<int> Mem;
 
    /// Allow to detect if a global memory manager instance exists
    static bool exists;
 
+   // Methods used by class Memory
+
+   // Allocate and register a new pointer. Return the host pointer.
+   // h_ptr must be already allocated using new T[] if mt is a pure device
+   // memory type, e.g. CUDA (mt will not be HOST).
+   static void *New_(void *h_ptr, std::size_t size, MemoryType mt,
+                     unsigned &flags);
+
+   // Register an external pointer of the given MemoryType. Return the host
+   // pointer.
+   static void *Register_(void *ptr, void *h_ptr, std::size_t capacity,
+                          MemoryType mt, bool own, bool alias, unsigned &flags);
+
+   // Register an alias. Return the host pointer. Note: base_h_ptr may be an
+   // alias.
+   static void Alias_(void *base_h_ptr, std::size_t offset, std::size_t size,
+                      unsigned base_flags, unsigned &flags);
+
+   // Un-register and free memory identified by its host pointer. Returns the
+   // memory type of the host pointer.
+   static MemoryType Delete_(void *h_ptr, unsigned flags);
+
+   // Return a pointer to the memory identified by the host pointer h_ptr for
+   // access with the given MemoryClass.
+   static void *ReadWrite_(void *h_ptr, MemoryClass mc, std::size_t size,
+                           unsigned &flags);
+
+   static const void *Read_(void *h_ptr, MemoryClass mc, std::size_t size,
+                            unsigned &flags);
+
+   static void *Write_(void *h_ptr, MemoryClass mc, std::size_t size,
+                       unsigned &flags);
+
+   static void SyncAlias_(const void *base_h_ptr, void *alias_h_ptr,
+                          size_t alias_size, unsigned base_flags,
+                          unsigned &alias_flags);
+
+   // Return the type the of the currently valid memory. If more than one types
+   // are valid, return a device type.
+   static MemoryType GetMemoryType_(void *h_ptr, unsigned flags);
+
+   // Copy entries from valid memory type to valid memory type. Both dest_h_ptr
+   // and src_h_ptr are registered host pointers.
+   static void Copy_(void *dest_h_ptr, const void *src_h_ptr, std::size_t size,
+                     unsigned src_flags, unsigned &dest_flags);
+
+   // Copy entries from valid memory type to host memory, where dest_h_ptr is
+   // not a registered host pointer and src_h_ptr is a registered host pointer.
+   static void CopyToHost_(void *dest_h_ptr, const void *src_h_ptr,
+                           std::size_t size, unsigned src_flags);
+
+   // Copy entries from host memory to valid memory type, where dest_h_ptr is a
+   // registered host pointer and src_h_ptr is not a registered host pointer.
+   static void CopyFromHost_(void *dest_h_ptr, const void *src_h_ptr,
+                             std::size_t size, unsigned &dest_flags);
+
+   /// Adds an address in the map
+   void *Insert(void *ptr, const std::size_t bytes);
+
+   void InsertDevice(void *ptr, void *h_ptr, size_t bytes);
+
+   /// Remove the address from the map, as well as all its aliases
+   void *Erase(void *ptr, bool free_dev_ptr = true);
+
+   /// Return the corresponding device pointer of ptr, allocating and moving the
+   /// data if needed (used in OccaPtr)
+   void *GetDevicePtr(const void *ptr, size_t bytes, bool copy_data);
+
+   void InsertAlias(const void *base_ptr, void *alias_ptr, bool base_is_alias);
+
+   void EraseAlias(void *alias_ptr);
+
+   void *GetAliasDevicePtr(const void *alias_ptr, size_t bytes, bool copy_data);
+
+   /// Return true if the pointer has been registered
+   bool IsKnown(const void *ptr);
+
 public:
    MemoryManager();
    ~MemoryManager();
 
-   /// Adds an address in the map
-   void *Insert(void *ptr, const std::size_t bytes);
-
-   /// Remove the address from the map, as well as all its aliases
-   void *Erase(void *ptr);
-
-   /// Return true if the memory manager is used: pointers seen by mfem::New and
-   /// mfem::Delete will be inserted in the ledger and erased from it
-   static inline bool UsingMM()
-   {
-#ifdef MFEM_USE_MM
-      return true;
-#else
-      return false;
-#endif
-   }
-
-   /// Disable the memory manager: Ptr, Push and Pull will be no-op
-   void Disable() { enabled = false; }
-
-   /// Enable the memory manager: Ptr, Push and Pull wont be no-op
-   void Enable() { enabled = true; }
-
-   /// Return true if the memory manager is used and enabled
-   bool IsEnabled() { return UsingMM() && enabled; }
-
-   /// The opposite of IsEnabled().
-   bool IsDisabled() { return !IsEnabled(); }
+   void Destroy();
 
    /// Return true if a global memory manager instance exists
    static bool Exists() { return exists; }
 
-   /** @brief Translates ptr to host or device address, depending on what
-       backends are currently allowed by the Device class and on the ptr
-       state. */
-   void *Ptr(void *ptr);
-   const void *Ptr(const void *ptr);
-
-   /// Data will be pushed/pulled before the copy happens on the H or the D
-   void* Memcpy(void *dst, const void *src,
-                std::size_t bytes, const bool async = false);
-
-   /// Return the bytes of the memory region which base address is ptr
-   std::size_t Bytes(const void *ptr);
-
-   /// Return true if the registered pointer is on the host side
-   bool IsOnHost(const void *ptr);
-
-   /// Return true if the pointer has been registered
-   bool IsKnown(const void *ptr);
-
-   /// Return true if the pointer is an alias inside a registered memory region
-   bool IsAlias(const void *ptr);
-
-   /// Push the data to the device
-   void Push(const void *ptr, const std::size_t bytes =0);
-
-   /// Pull the data from the device
-   void Pull(const void *ptr, const std::size_t bytes =0);
-
-   /// Return the corresponding device pointer of ptr, allocating and moving the
-   /// data if needed (used in OccaPtr)
-   void *GetDevicePtr(const void *ptr);
-
-   /// Registers external host pointer in the memory manager which will manage
-   /// the corresponding device pointer, but not the provided host pointer.
-   template<class T>
-   void RegisterHostPtr(T *ptr_host, const std::size_t size)
-   {
-      Insert(ptr_host, size*sizeof(T));
-#ifdef MFEM_DEBUG
-      RegisterCheck(ptr_host);
-#endif
-   }
-
-   /// Registers external host and device pointers in the memory manager.
-   template<class T>
-   void RegisterHostAndDevicePtr(T *ptr_host, T *ptr_device,
-                                 const std::size_t size, const bool host)
-   {
-      RegisterHostPtr(ptr_host, size);
-      SetHostDevicePtr(ptr_host, ptr_device, host);
-   }
-
-   /// Set the host h_ptr, device d_ptr and mode host of the memory region just
-   /// been registered with h_ptr (see RegisterHostAndDevicePtr)
-   void SetHostDevicePtr(void *h_ptr, void *d_ptr, const bool host);
-
-   /// Unregisters the host pointer from the memory manager. To be used with
-   /// memory not allocated by the memory manager.
-   template<class T>
-   void UnregisterHostPtr(T *ptr) { Erase(ptr); }
-
    /// Check if pointer has been registered in the memory manager
    void RegisterCheck(void *ptr);
 
    /// Prints all pointers known by the memory manager
    void PrintPtrs(void);
-
-   /// Copies all memory to the current memory space
-   void GetAll(void);
 };
 
+
+// Inline methods
+
+template <typename T>
+inline void Memory<T>::New(int size, MemoryType mt)
+{
+   if (mt == MemoryType::HOST)
+   {
+      New(size);
+   }
+   else
+   {
+      // Allocate the host pointer with new T[] if 'mt' is a pure device memory
+      // type, e.g. CUDA.
+      T *tmp = (mt == MemoryType::CUDA) ? new T[size] : NULL;
+      h_ptr = (T*)MemoryManager::New_(tmp, size*sizeof(T), mt, flags);
+      capacity = size;
+   }
+}
+
+template <typename T>
+inline void Memory<T>::Wrap(T *ptr, int size, MemoryType mt, bool own)
+{
+   if (mt == MemoryType::HOST)
+   {
+      Wrap(ptr, size, own);
+   }
+   else
+   {
+      // Allocate the host pointer with new T[] if 'mt' is a pure device memory
+      // type, e.g. CUDA.
+      T *tmp = (mt == MemoryType::CUDA) ? new T[size] : NULL;
+      h_ptr = (T*)MemoryManager::Register_(ptr, tmp, size*sizeof(T), mt, own,
+                                           false, flags);
+      capacity = size;
+   }
+}
+
+template <typename T>
+inline void Memory<T>::MakeAlias(const Memory &base, int offset, int size)
+{
+   h_ptr = base.h_ptr + offset;
+   capacity = size;
+   if (!(base.flags & REGISTERED))
+   {
+      flags = (base.flags | ALIAS) & ~(OWNS_HOST | OWNS_DEVICE);
+   }
+   else
+   {
+      MemoryManager::Alias_(base.h_ptr, offset*sizeof(T), size*sizeof(T),
+                            base.flags, flags);
+   }
+}
+
+template <typename T>
+inline void Memory<T>::Delete()
+{
+   if (!(flags & REGISTERED) ||
+       MemoryManager::Delete_(h_ptr, flags) == MemoryType::HOST)
+   {
+      if (flags & OWNS_HOST) { delete [] h_ptr; }
+   }
+}
+
+template <typename T>
+inline T &Memory<T>::operator[](int idx)
+{
+   MFEM_ASSERT((flags & VALID_HOST) && !(flags & VALID_DEVICE),
+               "invalid host pointer access");
+   return h_ptr[idx];
+}
+
+template <typename T>
+inline const T &Memory<T>::operator[](int idx) const
+{
+   MFEM_ASSERT((flags & VALID_HOST), "invalid host pointer access");
+   return h_ptr[idx];
+}
+
+template <typename T>
+inline Memory<T>::operator T*()
+{
+   MFEM_ASSERT(Empty() ||
+               ((flags & VALID_HOST) &&
+                (std::is_const<T>::value || !(flags & VALID_DEVICE))),
+               "invalid host pointer access");
+   return h_ptr;
+}
+
+template <typename T>
+inline Memory<T>::operator const T*() const
+{
+   MFEM_ASSERT(Empty() || (flags & VALID_HOST), "invalid host pointer access");
+   return h_ptr;
+}
+
+template <typename T> template <typename U>
+inline Memory<T>::operator U*()
+{
+   MFEM_ASSERT(Empty() ||
+               ((flags & VALID_HOST) &&
+                (std::is_const<U>::value || !(flags & VALID_DEVICE))),
+               "invalid host pointer access");
+   return reinterpret_cast<U*>(h_ptr);
+}
+
+template <typename T> template <typename U>
+inline Memory<T>::operator const U*() const
+{
+   MFEM_ASSERT(Empty() || (flags & VALID_HOST), "invalid host pointer access");
+   return reinterpret_cast<U*>(h_ptr);
+}
+
+template <typename T>
+inline T *Memory<T>::ReadWrite(MemoryClass mc, int size)
+{
+   if (!(flags & REGISTERED))
+   {
+      if (mc == MemoryClass::HOST) { return h_ptr; }
+      MemoryManager::Register_(h_ptr, NULL, capacity*sizeof(T),
+                               MemoryType::HOST, flags & OWNS_HOST,
+                               flags & ALIAS, flags);
+   }
+   return (T*)MemoryManager::ReadWrite_(h_ptr, mc, size*sizeof(T), flags);
+}
+
+template <typename T>
+inline const T *Memory<T>::Read(MemoryClass mc, int size) const
+{
+   if (!(flags & REGISTERED))
+   {
+      if (mc == MemoryClass::HOST) { return h_ptr; }
+      MemoryManager::Register_((void*)h_ptr, NULL, capacity*sizeof(T),
+                               MemoryType::HOST, flags & OWNS_HOST,
+                               flags & ALIAS, flags);
+   }
+   return (const T *)MemoryManager::Read_(
+             (void*)h_ptr, mc, size*sizeof(T), flags);
+}
+
+template <typename T>
+inline T *Memory<T>::Write(MemoryClass mc, int size)
+{
+   if (!(flags & REGISTERED))
+   {
+      if (mc == MemoryClass::HOST) { return h_ptr; }
+      MemoryManager::Register_(h_ptr, NULL, capacity*sizeof(T),
+                               MemoryType::HOST, flags & OWNS_HOST,
+                               flags & ALIAS, flags);
+   }
+   return (T*)MemoryManager::Write_(h_ptr, mc, size*sizeof(T), flags);
+}
+
+template <typename T>
+inline void Memory<T>::Sync(const Memory &other) const
+{
+   if (!(flags & REGISTERED) && (other.flags & REGISTERED))
+   {
+      MFEM_ASSERT(h_ptr == other.h_ptr &&
+                  (flags & ALIAS) == (other.flags & ALIAS),
+                  "invalid input");
+      flags = (flags | REGISTERED) & ~(OWNS_DEVICE | OWNS_INTERNAL);
+   }
+   flags = (flags & ~(VALID_HOST | VALID_DEVICE)) |
+           (other.flags & (VALID_HOST | VALID_DEVICE));
+}
+
+template <typename T>
+inline void Memory<T>::SyncAlias(const Memory &base, int alias_size) const
+{
+   // Assuming that if *this is registered then base is also registered.
+   MFEM_ASSERT(!(flags & REGISTERED) || (base.flags & REGISTERED),
+               "invalid base state");
+   if (!(base.flags & REGISTERED)) { return; }
+   MemoryManager::SyncAlias_(base.h_ptr, h_ptr, alias_size*sizeof(T),
+                             base.flags, flags);
+}
+
+template <typename T>
+inline MemoryType Memory<T>::GetMemoryType() const
+{
+   if (!(flags & REGISTERED)) { return MemoryType::HOST; }
+   return MemoryManager::GetMemoryType_(h_ptr, flags);
+}
+
+template <typename T>
+inline void Memory<T>::CopyFrom(const Memory &src, int size)
+{
+   if (!(flags & REGISTERED) && !(src.flags & REGISTERED))
+   {
+      if (h_ptr != src.h_ptr && size != 0)
+      {
+         MFEM_ASSERT(h_ptr + size <= src || src + size <= h_ptr,
+                     "data overlaps!");
+         std::memcpy(h_ptr, src, size*sizeof(T));
+      }
+      // *this is not registered, so (flags & VALID_HOST) must be true
+   }
+   else
+   {
+      MemoryManager::Copy_(h_ptr, src.h_ptr, size*sizeof(T), src.flags, flags);
+   }
+}
+
+template <typename T>
+inline void Memory<T>::CopyFromHost(const T *src, int size)
+{
+   if (!(flags & REGISTERED))
+   {
+      if (h_ptr != src && size != 0)
+      {
+         MFEM_ASSERT(h_ptr + size <= src || src + size <= h_ptr,
+                     "data overlaps!");
+         std::memcpy(h_ptr, src, size*sizeof(T));
+      }
+      // *this is not registered, so (flags & VALID_HOST) must be true
+   }
+   else
+   {
+      MemoryManager::CopyFromHost_(h_ptr, src, size*sizeof(T), flags);
+   }
+}
+
+template <typename T>
+inline void Memory<T>::CopyToHost(T *dest, int size) const
+{
+   if (!(flags & REGISTERED))
+   {
+      if (h_ptr != dest && size != 0)
+      {
+         MFEM_ASSERT(h_ptr + size <= dest || dest + size <= h_ptr,
+                     "data overlaps!");
+         std::memcpy(dest, h_ptr, size*sizeof(T));
+      }
+   }
+   else
+   {
+      MemoryManager::CopyToHost_(dest, h_ptr, size*sizeof(T), flags);
+   }
+}
+
+
+/** @brief Print the state of a Memory object based on its internal flags.
+    Useful in a debugger. */
+extern void MemoryPrintFlags(unsigned flags);
+
+
 /// The (single) global memory manager object
 extern MemoryManager mm;
 
-/// Main memory allocation template function. Allocates n*size bytes and returns
-/// a pointer to the allocated memory.
-template<class T>
-inline T *New(const std::size_t n)
-{
-   T *ptr = new T[n];
-   if (!MemoryManager::Exists()) { return ptr; }
-   return static_cast<T*>(mm.Insert(ptr, n*sizeof(T)));
-}
-
-/// Frees the memory space pointed to by ptr, which must have been returned by a
-/// previous call to mfem::New.
-template<class T>
-inline void Delete(T *ptr)
-{
-   static_assert(!std::is_void<T>::value, "Cannot Delete a void pointer. "
-                 "Explicitly provide the correct type as a template parameter.");
-   if (!ptr) { return; }
-   delete [] ptr;
-   if (!MemoryManager::Exists()) { return; }
-   mm.Erase(ptr);
-}
-
-/// Return a host or device address corresponding to current memory space
-template <class T>
-inline T *Ptr(T *a) { return static_cast<T*>(mm.Ptr(a)); }
-
-/// Data will be pushed/pulled before the copy happens on the host or the device
-inline void* Memcpy(void *dst, const void *src,
-                    std::size_t bytes, const bool async = false)
-{ return mm.Memcpy(dst, src, bytes, async); }
-
-/// Push the data to the device
-inline void Push(const void *ptr, const std::size_t bytes = 0)
-{ return mm.Push(ptr, bytes); }
-
-/// Pull the data from the device
-inline void Pull(const void *ptr, const std::size_t bytes = 0)
-{ return mm.Pull(ptr, bytes); }
-
 } // namespace mfem
 
 #endif // MFEM_MEM_MANAGER_HPP

general/occa.cpp

@@ -9,53 +9,36 @@
 // terms of the GNU Lesser General Public License (as published by the Free
 // Software Foundation) version 2.1 dated February 1999.
 
-#include "forall.hpp"
+#include "occa.hpp"
+
+#ifdef MFEM_USE_OCCA
+#include "device.hpp"
+
+#if defined(MFEM_USE_CUDA) && OCCA_CUDA_ENABLED
+#include <occa/modes/cuda/utils.hpp>
+#endif
 
 namespace mfem
 {
 
 // This variable is defined in device.cpp:
-namespace internal { extern OccaDevice occaDevice; }
+namespace internal { extern occa::device occaDevice; }
 
-static OccaMemory OccaWrapMemory(const OccaDevice dev, const void *d_adrs,
-                                 const size_t bytes)
+occa::device &OccaDev() { return internal::occaDevice; }
+
+occa::memory OccaMemoryWrap(void *ptr, std::size_t bytes)
 {
-   // This function is called when an OCCA kernel is going to be used.
-#ifdef MFEM_USE_OCCA
-   void *adrs = const_cast<void*>(d_adrs);
 #if defined(MFEM_USE_CUDA) && OCCA_CUDA_ENABLED
    // If OCCA_CUDA is allowed, it will be used since it has the highest priority
    if (Device::Allows(Backend::OCCA_CUDA))
    {
-      return occa::cuda::wrapMemory(dev, adrs, bytes);
+      return occa::cuda::wrapMemory(internal::occaDevice, ptr, bytes);
    }
 #endif // MFEM_USE_CUDA && OCCA_CUDA_ENABLED
    // otherwise, fallback to occa::cpu address space
-   return occa::cpu::wrapMemory(dev, adrs, bytes);
-#else // MFEM_USE_OCCA
-   return (void*)NULL;
-#endif
+   return occa::cpu::wrapMemory(internal::occaDevice, ptr, bytes);
 }
 
-OccaMemory OccaPtr(const void *ptr)
-{
-   // This function is called when 'ptr' needs to be passed to an OCCA kernel.
-   OccaDevice dev = internal::occaDevice;
-   if (!mm.UsingMM()) { return OccaWrapMemory(dev, ptr, 0); }
-   const bool known = mm.IsKnown(ptr);
-   if (!known) { mfem_error("OccaPtr: Unknown address!"); }
-   const bool ptr_on_host = mm.IsOnHost(ptr);
-   const size_t bytes = mm.Bytes(ptr);
-   const bool run_on_host = !Device::Allows(Backend::DEVICE_MASK);
-   // If the priority of a host OCCA backend is higher than all device OCCA
-   // backends, then we will need to run-on-host even if the Device allows a
-   // device backend.
-   if (ptr_on_host && run_on_host) { return OccaWrapMemory(dev, ptr, bytes); }
-   if (run_on_host) { mfem_error("OccaPtr: !ptr_on_host && run_on_host"); }
-   void *d_ptr = mm.GetDevicePtr(ptr);
-   return OccaWrapMemory(dev, d_ptr, bytes);
-}
-
-OccaDevice OccaDev() { return internal::occaDevice; }
-
 } // namespace mfem
+
+#endif // MFEM_USE_OCCA

general/occa.hpp

@@ -13,32 +13,73 @@
 #define MFEM_OCCA_HPP
 
 #include "../config/config.hpp"
-#include "cuda.hpp" // for CUdevice, CUcontext
 
 #ifdef MFEM_USE_OCCA
+#include "mem_manager.hpp"
+#include "device.hpp"
 #include <occa.hpp>
 
-#if defined(MFEM_USE_CUDA) && OCCA_CUDA_ENABLED
-#include <occa/modes/cuda/utils.hpp>
-#endif
-
-typedef occa::device OccaDevice;
-typedef occa::memory OccaMemory;
-
-#else // MFEM_USE_OCCA
-
-typedef void* OccaDevice;
-typedef void* OccaMemory;
-
-#endif // MFEM_USE_OCCA
-
 namespace mfem
 {
 
-// Function called when the pointer 'a' needs to be passed to an OCCA kernel.
-OccaMemory OccaPtr(const void *a);
-OccaDevice OccaDev();
+/// Return the default occa::device used by MFEM.
+occa::device &OccaDev();
+
+/// Wrap a pointer as occa::memory with the default occa::device used by MFEM.
+/** It is assumed that @a ptr is suitable for use with the current mfem::Device
+    configuration. */
+occa::memory OccaMemoryWrap(void *ptr, std::size_t bytes);
+
+/** @brief Wrap a Memory object as occa::memory for read only access with the
+    mfem::Device MemoryClass. The returned occa::memory is associated with the
+    default occa::device used by MFEM. */
+template <typename T>
+const occa::memory OccaMemoryRead(const Memory<T> &mem, size_t size)
+{
+   mem.UseDevice(true);
+   const void *ptr = mem.Read(Device::GetMemoryClass(), size);
+   return OccaMemoryWrap(const_cast<void *>(ptr), size*sizeof(T));
+}
+
+/** @brief Wrap a Memory object as occa::memory for write only access with the
+    mfem::Device MemoryClass. The returned occa::memory is associated with the
+    default occa::device used by MFEM. */
+template <typename T>
+occa::memory OccaMemoryWrite(Memory<T> &mem, size_t size)
+{
+   mem.UseDevice(true);
+   return OccaMemoryWrap(mem.Write(Device::GetMemoryClass(), size),
+                         size*sizeof(T));
+}
+
+/** @brief Wrap a Memory object as occa::memory for read-write access with the
+    mfem::Device MemoryClass. The returned occa::memory is associated with the
+    default occa::device used by MFEM. */
+template <typename T>
+occa::memory OccaMemoryReadWrite(Memory<T> &mem, size_t size)
+{
+   mem.UseDevice(true);
+   return OccaMemoryWrap(mem.ReadWrite(Device::GetMemoryClass(), size),
+                         size*sizeof(T));
+}
+
+
+/** @brief Function that determines if an OCCA kernel should be used, based on
+    the current mfem::Device configuration. */
+inline bool DeviceCanUseOcca()
+{
+   return Device::Allows(Backend::OCCA_CUDA) ||
+          (Device::Allows(Backend::OCCA_OMP) &&
+           !Device::Allows(Backend::DEVICE_MASK)) ||
+          (Device::Allows(Backend::OCCA_CPU) &&
+           !Device::Allows(Backend::DEVICE_MASK|Backend::OMP_MASK));
+}
+
+typedef std::pair<int,int> occa_id_t;
+typedef std::map<occa_id_t, occa::kernel> occa_kernel_t;
 
 } // namespace mfem
 
+#endif // MFEM_USE_OCCA
+
 #endif // MFEM_OCCA_HPP

general/optparser.hpp

@@ -43,6 +43,8 @@ private:
       const char *description;
       bool required;
 
+      Option() = default;
+
       Option(OptionType _type, void *_var_ptr, const char *_short_name,
              const char *_long_name, const char *_description, bool req)
          : type(_type), var_ptr(_var_ptr), short_name(_short_name),

general/sort_pairs.hpp

@@ -26,6 +26,8 @@ public:
    A one;
    B two;
 
+   Pair() = default;
+
    Pair(const A &one, const B &two) : one(one), two(two) {}
 };
 

general/table.cpp

@@ -15,7 +15,7 @@
 #include "table.hpp"
 #include "error.hpp"
 
-#include "../general/forall.hpp"
+#include "../general/mem_manager.hpp"
 #include <iostream>
 #include <iomanip>
 
@@ -30,14 +30,14 @@ Table::Table(const Table &table)
    if (size >= 0)
    {
       const int nnz = table.I[size];
-      I = mfem::New<int>(size+1);
-      J = mfem::New<int>(nnz);
-      memcpy(I, table.I, sizeof(int)*(size+1));
-      memcpy(J, table.J, sizeof(int)*nnz);
+      I.New(size+1, table.I.GetMemoryType());
+      J.New(nnz, table.J.GetMemoryType());
+      I.CopyFrom(table.I, size+1);
+      J.CopyFrom(table.J, nnz);
    }
    else
    {
-      I = J = NULL;
+      I.Reset(); J.Reset();
    }
 }
 
@@ -56,8 +56,8 @@ Table::Table (int dim, int connections_per_row)
    int i, j, sum = dim * connections_per_row;
 
    size = dim;
-   I = mfem::New<int>(size+1);
-   J = mfem::New<int>(sum);
+   I.New(size+1);
+   J.New(sum);
 
    I[0] = 0;
    for (i = 1; i <= size; i++)
@@ -71,8 +71,8 @@ Table::Table (int nrows, int *partitioning)
 {
    size = nrows;
 
-   I = mfem::New<int>(size+1);
-   J = mfem::New<int>(size);
+   I.New(size+1);
+   J.New(size);
 
    for (int i = 0; i < size; i++)
    {
@@ -101,8 +101,8 @@ void Table::MakeJ()
       j = I[i], I[i] = k, k += j;
    }
 
-   if (J) { mfem::Delete(J); }
-   J = mfem::New<int>(I[size]=k);
+   J.Delete();
+   J.New(I[size]=k);
 }
 
 void Table::AddConnections (int r, const int *c, int nc)
@@ -149,14 +149,14 @@ void Table::SetDims(int rows, int nnz)
    if (size != rows)
    {
       size = rows;
-      if (I) { mfem::Delete(I); }
-      I = (rows >= 0) ? (mfem::New<int>(rows+1)) : (NULL);
+      I.Delete();
+      (rows >= 0) ? I.New(rows+1) : I.Reset();
    }
 
    if (j != nnz)
    {
-      if (J) { mfem::Delete(J); }
-      J = (nnz > 0) ? (mfem::New<int>(nnz)) : (NULL);
+      J.Delete();
+      (nnz > 0) ? J.New(nnz) : J.Reset();
    }
 
    if (size >= 0)
@@ -207,14 +207,14 @@ void Table::SortRows()
 
 void Table::SetIJ(int *newI, int *newJ, int newsize)
 {
-   mfem::Delete(I);
-   mfem::Delete(J);
-   I = newI;
-   J = newJ;
+   I.Delete();
+   J.Delete();
    if (newsize >= 0)
    {
       size = newsize;
    }
+   I.Wrap(newI, size+1, true);
+   J.Wrap(newJ, I[size], true);
 }
 
 int Table::Push(int i, int j)
@@ -222,6 +222,7 @@ int Table::Push(int i, int j)
    MFEM_ASSERT( i >=0 && i<size, "Index out of bounds.  i = "<<i);
 
    for (int k = I[i], end = I[i+1]; k < end; k++)
+   {
       if (J[k] == j)
       {
          return k;
@@ -231,6 +232,7 @@ int Table::Push(int i, int j)
          J[k] = j;
          return k;
       }
+   }
 
    MFEM_ABORT("Reached end of loop unexpectedly: (i,j) = (" << i << ", " << j
               << ")");
@@ -243,14 +245,16 @@ void Table::Finalize()
    int i, j, end, sum = 0, n = 0, newI = 0;
 
    for (i=0; i<I[size]; i++)
+   {
       if (J[i] != -1)
       {
          sum++;
       }
+   }
 
    if (sum != I[size])
    {
-      int *NewJ = mfem::New<int>(sum);
+      int *NewJ = new int[sum];
 
       for (i=0; i<size; i++)
       {
@@ -265,9 +269,9 @@ void Table::Finalize()
       }
       I[size] = sum;
 
-      mfem::Delete(J);
+      J.Delete();
 
-      J = NewJ;
+      J.Wrap(NewJ, sum, true);
 
       MFEM_ASSERT(sum == n, "sum = " << sum << ", n = " << n);
    }
@@ -280,8 +284,8 @@ void Table::MakeFromList(int nrows, const Array<Connection> &list)
    size = nrows;
    int nnz = list.Size();
 
-   I = mfem::New<int>(size+1);
-   J = mfem::New<int>(nnz);
+   I.New(size+1);
+   J.New(nnz);
 
    for (int i = 0, k = 0; i <= size; i++)
    {
@@ -331,10 +335,12 @@ void Table::PrintMatlab(std::ostream & out) const
    int i, j;
 
    for (i = 0; i < size; i++)
+   {
       for (j = I[i]; j < I[i+1]; j++)
       {
          out << i << " " << J[j] << " 1. \n";
       }
+   }
 
    out << flush;
 }
@@ -355,17 +361,17 @@ void Table::Save(std::ostream &out) const
 
 void Table::Load(std::istream &in)
 {
-   mfem::Delete(I);
-   mfem::Delete(J);
+   I.Delete();
+   J.Delete();
 
    in >> size;
-   I = mfem::New<int>(size+1);
+   I.New(size+1);
    for (int i = 0; i <= size; i++)
    {
       in >> I[i];
    }
    int nnz = I[size];
-   J =mfem::New<int>(nnz);
+   J.New(nnz);
    for (int j = 0; j < nnz; j++)
    {
       in >> J[j];
@@ -374,28 +380,16 @@ void Table::Load(std::istream &in)
 
 void Table::Clear()
 {
-   mfem::Delete(I);
-   mfem::Delete(J);
+   I.Delete();
+   J.Delete();
    size = -1;
-   I = J = NULL;
+   I.Reset();
+   J.Reset();
 }
 
 void Table::Copy(Table & copy) const
 {
-   if (size >= 0)
-   {
-      int * i_copy = mfem::New<int>(size+1);
-      int * j_copy = mfem::New<int>(I[size]);
-
-      memcpy(i_copy, I, sizeof(int)*(size+1));
-      memcpy(j_copy, J, sizeof(int)*I[size]);
-
-      copy.SetIJ(i_copy, j_copy, size);
-   }
-   else
-   {
-      copy.Clear();
-   }
+   copy = *this;
 }
 
 void Table::Swap(Table & other)
@@ -413,8 +407,8 @@ long Table::MemoryUsage() const
 
 Table::~Table ()
 {
-   if (I) { mfem::Delete(I); }
-   if (J) { mfem::Delete(J); }
+   I.Delete();
+   J.Delete();
 }
 
 void Transpose (const Table &A, Table &At, int _ncols_A)
@@ -444,10 +438,12 @@ void Transpose (const Table &A, Table &At, int _ncols_A)
    }
 
    for (int i = 0; i < nrows_A; i++)
+   {
       for (int j = i_A[i]; j < i_A[i+1]; j++)
       {
          j_At[i_At[j_A[j]]++] = i;
       }
+   }
    for (int i = ncols_A; i > 0; i--)
    {
       i_At[i] = i_At[i-1];

general/table.hpp

@@ -27,6 +27,7 @@ namespace mfem
 struct Connection
 {
    int from, to;
+   Connection() = default;
    Connection(int from, int to) : from(from), to(to) {}
 
    bool operator== (const Connection &rhs) const
@@ -42,18 +43,17 @@ struct Connection
 class Table
 {
 protected:
-
    /// size is the number of TYPE I elements.
    int size;
 
    /** Arrays for the connectivity information in the CSR storage.
        I is of size "size+1", J is of size the number of connections
        between TYPE I to TYPE II elements (actually stored I[size]). */
-   int *I, *J;
+   Memory<int> I, J;
 
 public:
    /// Creates an empty table
-   Table() { size = -1; I = J = NULL; }
+   Table() { size = -1; I.Reset(); J.Reset(); }
 
    /// Copy constructor
    Table(const Table &);
@@ -65,8 +65,8 @@ public:
    explicit Table (int dim, int connections_per_row = 3);
 
    /** Create a table from a list of connections, see MakeFromList(). */
-   Table(int nrows, Array<Connection> &list) : size(-1), I(NULL), J(NULL)
-   { MakeFromList(nrows, list); }
+   Table(int nrows, Array<Connection> &list) : size(-1)
+   { I.Reset(); J.Reset(); MakeFromList(nrows, list); }
 
    /** Create a table with one entry per row with column indices given
        by 'partitioning'. */
@@ -115,9 +115,16 @@ public:
    const int *GetI() const { return I; }
    const int *GetJ() const { return J; }
 
+   Memory<int> &GetIMemory() { return I; }
+   Memory<int> &GetJMemory() { return J; }
+   const Memory<int> &GetIMemory() const { return I; }
+   const Memory<int> &GetJMemory() const { return J; }
+
    /// @brief Sort the column (TYPE II) indices in each row.
    void SortRows();
 
+   /// Replace the #I and #J arrays with the given @a newI and @a newJ arrays.
+   /** If @a newsize < 0, then the size of the Table is not modified. */
    void SetIJ(int *newI, int *newJ, int newsize = -1);
 
    /** Establish connection between element i and element j in the table.
@@ -144,7 +151,7 @@ public:
    int Width() const;
 
    /// Call this if data has been stolen.
-   void LoseData() { size = -1; I = J = NULL; }
+   void LoseData() { size = -1; I.Reset(); J.Reset(); }
 
    /// Prints the table to stream out.
    void Print(std::ostream & out = mfem::out, int width = 4) const;

linalg/blockmatrix.cpp

@@ -50,11 +50,13 @@ BlockMatrix::BlockMatrix(const Array<int> & row_offsets_,
 BlockMatrix::~BlockMatrix()
 {
    if (owns_blocks)
+   {
       for (SparseMatrix ** it = Aij.GetRow(0);
            it != Aij.GetRow(0)+(Aij.NumRows()*Aij.NumCols()); ++it)
       {
          delete *it;
       }
+   }
 }
 
 void BlockMatrix::SetBlock(int i, int j, SparseMatrix * mat)
@@ -116,6 +118,7 @@ int BlockMatrix::NumNonZeroElems() const
 {
    int nnz_elem = 0;
    for (int jcol = 0; jcol != nColBlocks; ++jcol)
+   {
       for (int irow = 0; irow != nRowBlocks; ++irow)
       {
          if (Aij(irow,jcol))
@@ -123,6 +126,7 @@ int BlockMatrix::NumNonZeroElems() const
             nnz_elem+= Aij(irow,jcol)->NumNonZeroElems();
          }
       }
+   }
    return nnz_elem;
 }
 
@@ -167,10 +171,12 @@ int BlockMatrix::RowSize(const int i) const
    findGlobalRow(i, iblock, iloc);
 
    for (int jblock = 0; jblock < nColBlocks; ++jblock)
+   {
       if (Aij(iblock,jblock) != NULL)
       {
          rowsize += Aij(iblock,jblock)->RowSize(iloc);
       }
+   }
 
    return rowsize;
 }
@@ -190,6 +196,7 @@ int BlockMatrix::GetRow(const int row, Array<int> &cols, Vector &srow) const
    double *it_srow = srow.GetData();
 
    for (int jblock = 0; jblock < nColBlocks; ++jblock)
+   {
       if (Aij(iblock,jblock) != NULL)
       {
          Aij(iblock,jblock)->GetRow(iloc, bcols, bsrow);
@@ -199,6 +206,7 @@ int BlockMatrix::GetRow(const int row, Array<int> &cols, Vector &srow) const
             *(it_srow++) = bsrow(i);
          }
       }
+   }
 
    return 0;
 }
@@ -249,12 +257,14 @@ void BlockMatrix::EliminateRowCol(Array<int> & ess_bc_dofs, Vector & sol,
    }
 
    for (int iiblock = 0; iiblock < nRowBlocks; ++iiblock)
+   {
       if (row_offsets[iiblock] != col_offsets[iiblock])
       {
          mfem::out << "BlockMatrix::EliminateRowCol: row_offests["
                    << iiblock << "] != col_offsets["<<iiblock<<"]\n";
          mfem_error();
       }
+   }
 
    // We also have to do the same for each Aij
    Array<int> block_dofs;
@@ -270,18 +280,22 @@ void BlockMatrix::EliminateRowCol(Array<int> & ess_bc_dofs, Vector & sol,
       if (Aij(iiblock, iiblock))
       {
          for (int i = 0; i < block_dofs.Size(); ++i)
+         {
             if (block_dofs[i])
             {
                Aij(iiblock, iiblock)->EliminateRowCol(i,block_sol(i), block_rhs);
             }
+         }
       }
       else
       {
          for (int i = 0; i < block_dofs.Size(); ++i)
+         {
             if (block_dofs[i])
             {
                mfem_error("BlockMatrix::EliminateRowCol: Null diagonal block \n");
             }
+         }
       }
 
       for (int jjblock = 0; jjblock < nRowBlocks; ++jjblock)
@@ -289,10 +303,12 @@ void BlockMatrix::EliminateRowCol(Array<int> & ess_bc_dofs, Vector & sol,
          if (jjblock != iiblock && Aij(iiblock, jjblock))
          {
             for (int i = 0; i < block_dofs.Size(); ++i)
+            {
                if (block_dofs[i])
                {
                   Aij(iiblock, jjblock)->EliminateRow(i);
                }
+            }
          }
          if (jjblock != iiblock && Aij(jjblock, iiblock))
          {
@@ -325,11 +341,13 @@ void BlockMatrix::EliminateZeroRows(const double threshold)
             if (norm <= threshold)
             {
                for (int jblock = 0; jblock < nColBlocks; ++jblock)
+               {
                   if (Aij(iblock,jblock))
                   {
                      Aij(iblock,jblock)->EliminateRow(
                         i, (iblock==jblock) ? DIAG_ONE : DIAG_ZERO);
                   }
+               }
             }
          }
       }
@@ -340,10 +358,12 @@ void BlockMatrix::EliminateZeroRows(const double threshold)
          {
             norm = 0.;
             for (int jblock = 0; jblock < nColBlocks; ++jblock)
+            {
                if (Aij(iblock,jblock))
                {
                   norm += Aij(iblock,jblock)->GetRowNorml1(i);
                }
+            }
 
             MFEM_VERIFY(!(norm <= threshold), "diagonal block is NULL:"
                         " iblock = " << iblock << ", i = " << i << ", norm = "
@@ -455,9 +475,9 @@ SparseMatrix * BlockMatrix::CreateMonolithic() const
 {
    int nnz = NumNonZeroElems();
 
-   int * i_amono = mfem::New<int>(row_offsets[nRowBlocks]+2);
-   int * j_amono = mfem::New<int>(nnz);
-   double * data = mfem::New<double>(nnz);
+   int * i_amono = new int[row_offsets[nRowBlocks]+2];
+   int * j_amono = new int[nnz];
+   double * data = new double[nnz];
 
    for (int i = 0; i < row_offsets[nRowBlocks]+2; i++)
    {
@@ -562,11 +582,15 @@ BlockMatrix * Transpose(const BlockMatrix & A)
    At->owns_blocks = 1;
 
    for (int irowAt = 0; irowAt < At->NumRowBlocks(); ++irowAt)
+   {
       for (int jcolAt = 0; jcolAt < At->NumColBlocks(); ++jcolAt)
+      {
          if (!A.IsZeroBlock(jcolAt, irowAt))
          {
             At->SetBlock(irowAt, jcolAt, Transpose(A.GetBlock(jcolAt, irowAt)));
          }
+      }
+   }
    return At;
 }
 
@@ -577,14 +601,17 @@ BlockMatrix * Mult(const BlockMatrix & A, const BlockMatrix & B)
    Array<SparseMatrix *> CijPieces(A.NumColBlocks());
 
    for (int irowC = 0; irowC < A.NumRowBlocks(); ++irowC)
+   {
       for (int jcolC = 0; jcolC < B.NumColBlocks(); ++jcolC)
       {
          CijPieces.SetSize(0, static_cast<SparseMatrix *>(NULL));
          for (int k = 0; k < A.NumColBlocks(); ++k)
+         {
             if (!A.IsZeroBlock(irowC, k) && !B.IsZeroBlock(k, jcolC))
             {
                CijPieces.Append(Mult(A.GetBlock(irowC, k), B.GetBlock(k, jcolC)));
             }
+         }
 
          if (CijPieces.Size() > 1)
          {
@@ -600,6 +627,7 @@ BlockMatrix * Mult(const BlockMatrix & A, const BlockMatrix & B)
             C->SetBlock(irowC, jcolC, CijPieces[0]);
          }
       }
+   }
 
    return C;
 }

linalg/blockmatrix.hpp

@@ -171,10 +171,9 @@ inline void BlockMatrix::findGlobalRow(int iglobal, int & iblock,
    }
 
    for (iblock = 0; iblock < nRowBlocks; ++iblock)
-      if (row_offsets[iblock+1] > iglobal)
-      {
-         break;
-      }
+   {
+      if (row_offsets[iblock+1] > iglobal) { break; }
+   }
 
    iloc = iglobal - row_offsets[iblock];
 }
@@ -188,10 +187,9 @@ inline void BlockMatrix::findGlobalCol(int jglobal, int & jblock,
    }
 
    for (jblock = 0; jblock < nColBlocks; ++jblock)
-      if (col_offsets[jblock+1] > jglobal)
-      {
-         break;
-      }
+   {
+      if (col_offsets[jblock+1] > jglobal) { break; }
+   }
 
    jloc = jglobal - col_offsets[jblock];
 }

linalg/blockoperator.cpp

@@ -117,11 +117,15 @@ void BlockOperator::MultTranspose (const Vector & x, Vector & y) const
 BlockOperator::~BlockOperator()
 {
    if (owns_blocks)
+   {
       for (int iRow=0; iRow < nRowBlocks; ++iRow)
+      {
          for (int jCol=0; jCol < nColBlocks; ++jCol)
          {
             delete op(jCol,iRow);
          }
+      }
+   }
 }
 
 //-----------------------------------------------------------------------
@@ -157,6 +161,7 @@ void BlockDiagonalPreconditioner::Mult (const Vector & x, Vector & y) const
    xblock.Update(x.GetData(), offsets);
 
    for (int i=0; i<nBlocks; ++i)
+   {
       if (op[i])
       {
          op[i]->Mult(xblock.GetBlock(i), yblock.GetBlock(i));
@@ -165,6 +170,7 @@ void BlockDiagonalPreconditioner::Mult (const Vector & x, Vector & y) const
       {
          yblock.GetBlock(i) = xblock.GetBlock(i);
       }
+   }
 }
 
 // Action of the transpose operator
@@ -178,6 +184,7 @@ void BlockDiagonalPreconditioner::MultTranspose (const Vector & x,
    xblock.Update(x.GetData(), offsets);
 
    for (int i=0; i<nBlocks; ++i)
+   {
       if (op[i])
       {
          (op[i])->MultTranspose(xblock.GetBlock(i), yblock.GetBlock(i));
@@ -186,15 +193,18 @@ void BlockDiagonalPreconditioner::MultTranspose (const Vector & x,
       {
          yblock.GetBlock(i) = xblock.GetBlock(i);
       }
+   }
 }
 
 BlockDiagonalPreconditioner::~BlockDiagonalPreconditioner()
 {
    if (owns_blocks)
+   {
       for (int i=0; i<nBlocks; ++i)
       {
          delete op[i];
       }
+   }
 }
 
 BlockLowerTriangularPreconditioner::BlockLowerTriangularPreconditioner(

linalg/blockvector.cpp

@@ -20,8 +20,9 @@ void BlockVector::SetBlocks()
 {
    for (int i = 0; i < numBlocks; ++i)
    {
-      blocks[i].NewDataAndSize(data+blockOffsets[i],
-                               blockOffsets[i+1]-blockOffsets[i]);
+      blocks[i].NewMemoryAndSize(
+         Memory<double>(data, blockOffsets[i], BlockSize(i)),
+         BlockSize(i), true);
    }
 }
 
@@ -44,6 +45,15 @@ BlockVector::BlockVector(const Array<int> & bOffsets):
    SetBlocks();
 }
 
+BlockVector::BlockVector(const Array<int> & bOffsets, MemoryType mt)
+   : Vector(bOffsets.Last(), mt),
+     numBlocks(bOffsets.Size()-1),
+     blockOffsets(bOffsets.GetData())
+{
+   blocks = new Vector[numBlocks];
+   SetBlocks();
+}
+
 //! Copy constructor
 BlockVector::BlockVector(const BlockVector & v):
    Vector(v),
@@ -78,9 +88,14 @@ void BlockVector::Update(double *data, const Array<int> & bOffsets)
 }
 
 void BlockVector::Update(const Array<int> &bOffsets)
+{
+   Update(bOffsets, data.GetMemoryType());
+}
+
+void BlockVector::Update(const Array<int> &bOffsets, MemoryType mt)
 {
    blockOffsets = bOffsets.GetData();
-   if (OwnsData())
+   if (OwnsData() && data.GetMemoryType() == mt)
    {
       // check if 'bOffsets' agree with the 'blocks'
       if (bOffsets.Size() == numBlocks+1)
@@ -102,7 +117,7 @@ void BlockVector::Update(const Array<int> &bOffsets)
    {
       Destroy();
    }
-   SetSize(bOffsets.Last());
+   SetSize(bOffsets.Last(), mt);
    if (numBlocks != bOffsets.Size()-1)
    {
       delete [] blocks;
@@ -120,12 +135,14 @@ BlockVector & BlockVector::operator=(const BlockVector & original)
    }
 
    for (int i(0); i <= numBlocks; ++i)
+   {
       if (blockOffsets[i]!=original.blockOffsets[i])
       {
          mfem_error("Size of Blocks don't match in BlockVector::operator=");
       }
+   }
 
-   Vector::operator=(original.GetData());
+   Vector::operator=(original);
 
    return *this;
 }
@@ -144,8 +161,9 @@ BlockVector::~BlockVector()
 
 void BlockVector::GetBlockView(int i, Vector & blockView)
 {
-   blockView.NewDataAndSize(data+blockOffsets[i],
-                            blockOffsets[i+1]-blockOffsets[i]);
+   blockView.NewMemoryAndSize(
+      Memory<double>(data, blockOffsets[i], BlockSize(i)),
+      BlockSize(i), true);
 }
 
 }

linalg/blockvector.hpp

@@ -57,11 +57,14 @@ public:
     */
    BlockVector(const Array<int> & bOffsets);
 
+   /// Construct a BlockVector with the given MemoryType @a mt.
+   BlockVector(const Array<int> & bOffsets, MemoryType mt);
+
    //! Copy constructor
    BlockVector(const BlockVector & block);
 
    //! View constructor
-   /*
+   /**
     * data is an array of double of length at least blockOffsets[numBlocks] that
     * contain all the values of the monolithic vector.  bOffsets is an array of
     * integers (length nBlocks+1) that tells the offsets of each block start.
@@ -101,6 +104,14 @@ public:
        - the offsets @a bOffsets are different from the current offsets, or
        - currently, the block-vector does not own its data. */
    void Update(const Array<int> &bOffsets);
+
+   /** @brief Update a BlockVector with new @a bOffsets and make sure it owns
+       its data and uses the MemoryType @a mt. */
+   /** The block-vector will be re-allocated if either:
+       - the offsets @a bOffsets are different from the current offsets, or
+       - currently, the block-vector does not own its data, or
+       - currently, the block-vector does not use MemoryType @a mt. */
+   void Update(const Array<int> &bOffsets, MemoryType mt);
 };
 
 }

linalg/densemat.cpp

@@ -16,8 +16,6 @@
 #include "vector.hpp"
 #include "matrix.hpp"
 #include "densemat.hpp"
-#include "dtensor.hpp"
-#include "../general/forall.hpp"
 #include "../general/table.hpp"
 #include "../general/globals.hpp"
 
@@ -74,13 +72,13 @@ DenseMatrix::DenseMatrix() : Matrix(0)
 
 DenseMatrix::DenseMatrix(const DenseMatrix &m) : Matrix(m.height, m.width)
 {
-   int hw = height * width;
+   const int hw = height * width;
    if (hw > 0)
    {
       MFEM_ASSERT(m.data, "invalid source matrix");
-      data = mfem::New<double>(hw);
+      data = new double[hw];
       capacity = hw;
-      mfem::Memcpy(data, m.data, sizeof(double)*hw);
+      std::memcpy(data, m.data, sizeof(double)*hw);
    }
    else
    {
@@ -89,20 +87,13 @@ DenseMatrix::DenseMatrix(const DenseMatrix &m) : Matrix(m.height, m.width)
    }
 }
 
-static void Set(const double d, const int size, double *data)
-{
-   DeviceVector d_data(data);
-   MFEM_FORALL(i, size, d_data[i] = d;);
-}
-
 DenseMatrix::DenseMatrix(int s) : Matrix(s)
 {
    MFEM_ASSERT(s >= 0, "invalid DenseMatrix size: " << s);
    capacity = s*s;
    if (capacity > 0)
    {
-      data = mfem::New<double>(capacity);
-      mfem::Set(0.0, capacity, data);
+      data = new double[capacity](); // init with zeroes
    }
    else
    {
@@ -117,8 +108,7 @@ DenseMatrix::DenseMatrix(int m, int n) : Matrix(m, n)
    capacity = m*n;
    if (capacity > 0)
    {
-      data = mfem::New<double>(capacity);
-      mfem::Set(0.0, capacity, data);
+      data = new double[capacity](); // init with zeroes
    }
    else
    {
@@ -126,28 +116,21 @@ DenseMatrix::DenseMatrix(int m, int n) : Matrix(m, n)
    }
 }
 
-static void Transpose(const int height, const int width,
-                      double *data, const double *mdata)
-{
-   DeviceVector d_data(data);
-   const DeviceVector d_mdata(mdata);
-   MFEM_FORALL(i, height,
-   {
-      for (int j = 0; j < width; j++)
-      {
-         d_data[i+j*height] = d_mdata[j+i*height];
-      }
-   });
-}
-
 DenseMatrix::DenseMatrix(const DenseMatrix &mat, char ch)
    : Matrix(mat.width, mat.height)
 {
    capacity = height*width;
    if (capacity > 0)
    {
-      data = mfem::New<double>(capacity);
-      mfem::Transpose(height, width, data, mat.Data());
+      data = new double[capacity];
+
+      for (int i = 0; i < height; i++)
+      {
+         for (int j = 0; j < width; j++)
+         {
+            (*this)(i,j) = mat(j,i);
+         }
+      }
    }
    else
    {
@@ -155,13 +138,6 @@ DenseMatrix::DenseMatrix(const DenseMatrix &mat, char ch)
    }
 }
 
-DenseMatrix::DenseMatrix(double *d, int h, int w)
-   : Matrix(h, w)
-{
-   data = d;
-   capacity = -h*w;
-}
-
 void DenseMatrix::SetSize(int h, int w)
 {
    MFEM_ASSERT(h >= 0 && w >= 0,
@@ -177,11 +153,10 @@ void DenseMatrix::SetSize(int h, int w)
    {
       if (capacity > 0)
       {
-         mfem::Delete(data);
+         delete [] data;
       }
       capacity = hw;
-      data = mfem::New<double>(capacity);
-      mfem::Set(0.0, capacity, data);
+      data = new double[hw](); // init with zeroes
    }
 }
 
@@ -195,31 +170,32 @@ const double &DenseMatrix::Elem(int i, int j) const
    return (*this)(i,j);
 }
 
-static void Mult(const int height, const int width,
-                 const double *data, const double *x, double *y)
-{
-   const DeviceVector d_data(data);
-   const DeviceVector d_x(x);
-   DeviceVector d_y(y);
-   MFEM_FORALL(i, height,
-   {
-      double sum = 0.0;
-      for (int j = 0; j < width; j++)
-      {
-         sum += d_x[j]*d_data[i+j*height];
-      }
-      d_y[i] = sum;
-   });
-}
-
 void DenseMatrix::Mult(const double *x, double *y) const
 {
    if (width == 0)
    {
-      mfem::Set(0.0, height, y);
+      for (int row = 0; row < height; row++)
+      {
+         y[row] = 0.0;
+      }
       return;
    }
-   mfem::Mult(height, width, data, x, y);
+   double *d_col = data;
+   double x_col = x[0];
+   for (int row = 0; row < height; row++)
+   {
+      y[row] = x_col*d_col[row];
+   }
+   d_col += height;
+   for (int col = 1; col < width; col++)
+   {
+      x_col = x[col];
+      for (int row = 0; row < height; row++)
+      {
+         y[row] += x_col*d_col[row];
+      }
+      d_col += height;
+   }
 }
 
 void DenseMatrix::Mult(const Vector &x, Vector &y) const
@@ -235,7 +211,7 @@ double DenseMatrix::operator *(const DenseMatrix &m) const
    MFEM_ASSERT(Height() == m.Height() && Width() == m.Width(),
                "incompatible dimensions");
 
-   int hw = height * width;
+   const int hw = height * width;
    double a = 0.0;
    for (int i = 0; i < hw; i++)
    {
@@ -273,8 +249,8 @@ void DenseMatrix::AddMult(const Vector &x, Vector &y) const
    MFEM_ASSERT(height == y.Size() && width == x.Size(),
                "incompatible dimensions");
 
-   const double *xp = x;
-   double *d_col = data, *yp = y;
+   const double *xp = x, *d_col = data;
+   double *yp = y;
    for (int col = 0; col < width; col++)
    {
       double x_col = xp[col];
@@ -291,7 +267,7 @@ void DenseMatrix::AddMultTranspose(const Vector &x, Vector &y) const
    MFEM_ASSERT(height == x.Size() && width == y.Size(),
                "incompatible dimensions");
 
-   double *d_col = data;
+   const double *d_col = data;
    for (int col = 0; col < width; col++)
    {
       double y_col = 0.0;
@@ -309,11 +285,11 @@ void DenseMatrix::AddMult_a(double a, const Vector &x, Vector &y) const
    MFEM_ASSERT(height == y.Size() && width == x.Size(),
                "incompatible dimensions");
 
-   const double *xp = x;
-   double *d_col = data, *yp = y;
+   const double *xp = x, *d_col = data;
+   double *yp = y;
    for (int col = 0; col < width; col++)
    {
-      double x_col = a*xp[col];
+      const double x_col = a*xp[col];
       for (int row = 0; row < height; row++)
       {
          yp[row] += x_col*d_col[row];
@@ -328,7 +304,7 @@ void DenseMatrix::AddMultTranspose_a(double a, const Vector &x,
    MFEM_ASSERT(height == x.Size() && width == y.Size(),
                "incompatible dimensions");
 
-   double *d_col = data;
+   const double *d_col = data;
    for (int col = 0; col < width; col++)
    {
       double y_col = 0.0;
@@ -363,10 +339,12 @@ void DenseMatrix::LeftScaling(const Vector & s)
 {
    double * it_data = data;
    for (int j = 0; j < width; ++j)
+   {
       for (int i = 0; i < height; ++i)
       {
          *(it_data++) *= s(i);
       }
+   }
 }
 
 // InvLeftScaling this = diag(1./s) * this
@@ -374,10 +352,12 @@ void DenseMatrix::InvLeftScaling(const Vector & s)
 {
    double * it_data = data;
    for (int j = 0; j < width; ++j)
+   {
       for (int i = 0; i < height; ++i)
       {
          *(it_data++) /= s(i);
       }
+   }
 }
 
 // RightScaling: this = this * diag(s);
@@ -398,11 +378,10 @@ void DenseMatrix::RightScaling(const Vector & s)
 // InvRightScaling: this = this * diag(1./s);
 void DenseMatrix::InvRightScaling(const Vector & s)
 {
-   double sj;
    double * it_data = data;
    for (int j = 0; j < width; ++j)
    {
-      sj = 1./s(j);
+      const double sj = 1./s(j);
       for (int i = 0; i < height; ++i)
       {
          *(it_data++) *= sj;
@@ -428,10 +407,12 @@ void DenseMatrix::SymmetricScaling(const Vector & s)
 
    double * it_data = data;
    for (int j = 0; j < width; ++j)
+   {
       for (int i = 0; i < height; ++i)
       {
          *(it_data++) *= ss[i]*ss[j];
       }
+   }
 
    delete[] ss;
 }
@@ -447,17 +428,19 @@ void DenseMatrix::InvSymmetricScaling(const Vector & s)
    double * ss = new double[width];
    double * it_s = s.GetData();
    double * it_ss = ss;
-   for ( double * end_s = it_s + width; it_s != end_s; ++it_s)
+   for (double * end_s = it_s + width; it_s != end_s; ++it_s)
    {
       *(it_ss++) = 1./sqrt(*it_s);
    }
 
    double * it_data = data;
    for (int j = 0; j < width; ++j)
+   {
       for (int i = 0; i < height; ++i)
       {
          *(it_data++) *= ss[i]*ss[j];
       }
+   }
 
    delete[] ss;
 }
@@ -582,22 +565,27 @@ void DenseMatrix::Set(double alpha, const double *A)
 void DenseMatrix::Add(const double c, const DenseMatrix &A)
 {
    for (int j = 0; j < Width(); j++)
+   {
       for (int i = 0; i < Height(); i++)
       {
          (*this)(i,j) += c * A(i,j);
       }
+   }
 }
 
 DenseMatrix &DenseMatrix::operator=(double c)
 {
    const int s = Height()*Width();
-   mfem::Set(c, s, data);
+   for (int i = 0; i < s; i++)
+   {
+      data[i] = c;
+   }
    return *this;
 }
 
 DenseMatrix &DenseMatrix::operator=(const double *d)
 {
-   int s = Height()*Width();
+   const int s = Height()*Width();
    for (int i = 0; i < s; i++)
    {
       data[i] = d[i];
@@ -610,9 +598,11 @@ DenseMatrix &DenseMatrix::operator=(const DenseMatrix &m)
    SetSize(m.height, m.width);
 
    const int hw = height * width;
-   const DeviceVector d_m(m.GetData());
-   DeviceVector d_data(data);
-   MFEM_FORALL(i, hw, d_data[i] = d_m[i];);
+   for (int i = 0; i < hw; i++)
+   {
+      data[i] = m.data[i];
+   }
+
    return *this;
 }
 
@@ -636,10 +626,12 @@ DenseMatrix &DenseMatrix::operator+=(const DenseMatrix &m)
 DenseMatrix &DenseMatrix::operator-=(const DenseMatrix &m)
 {
    for (int j = 0; j < width; j++)
+   {
       for (int i = 0; i < height; i++)
       {
          (*this)(i, j) -= m(i, j);
       }
+   }
 
    return *this;
 }
@@ -2463,11 +2455,16 @@ void DenseMatrix::GetRowSums(Vector &l) const
 void DenseMatrix::Diag(double c, int n)
 {
    SetSize(n);
-   const int N = n*n;
-   DeviceVector d_data(data);
-   MFEM_FORALL(i, N, d_data[i] = 0.0;);
-   MFEM_FORALL(i, n, d_data[i*(n+1)] = c;);
 
+   const int N = n*n;
+   for (int i = 0; i < N; i++)
+   {
+      data[i] = 0.0;
+   }
+   for (int i = 0; i < n; i++)
+   {
+      data[i*(n+1)] = c;
+   }
 }
 
 void DenseMatrix::Diag(double *diag, int n)
@@ -2610,20 +2607,17 @@ void DenseMatrix::GradToCurl(DenseMatrix &curl)
 
 void DenseMatrix::GradToDiv(Vector &div)
 {
-#ifdef MFEM_DEBUG
-   if (Width()*Height() != div.Size())
-   {
-      mfem_error("DenseMatrix::GradToDiv(...)");
-   }
-#endif
+   MFEM_ASSERT(Width()*Height() == div.Size(), "incompatible Vector 'div'!");
 
    // div(dof*j+i) <-- (*this)(i,j)
 
    const int n = height * width;
    double *ddata = div.GetData();
-   const DeviceVector d_data(data);
-   DeviceVector d_ddata(ddata);
-   MFEM_FORALL(i, n, d_ddata[i] = d_data[i];);
+
+   for (int i = 0; i < n; i++)
+   {
+      ddata[i] = data[i];
+   }
 }
 
 void DenseMatrix::CopyRows(const DenseMatrix &A, int row1, int row2)
@@ -2631,10 +2625,12 @@ void DenseMatrix::CopyRows(const DenseMatrix &A, int row1, int row2)
    SetSize(row2 - row1 + 1, A.Width());
 
    for (int j = 0; j < Width(); j++)
+   {
       for (int i = row1; i <= row2; i++)
       {
          (*this)(i-row1,j) = A(i,j);
       }
+   }
 }
 
 void DenseMatrix::CopyCols(const DenseMatrix &A, int col1, int col2)
@@ -2642,54 +2638,56 @@ void DenseMatrix::CopyCols(const DenseMatrix &A, int col1, int col2)
    SetSize(A.Height(), col2 - col1 + 1);
 
    for (int j = col1; j <= col2; j++)
+   {
       for (int i = 0; i < Height(); i++)
       {
          (*this)(i,j-col1) = A(i,j);
       }
+   }
 }
 
 void DenseMatrix::CopyMN(const DenseMatrix &A, int m, int n, int Aro, int Aco)
 {
-   int i, j;
-
    SetSize(m,n);
 
-   for (j = 0; j < n; j++)
-      for (i = 0; i < m; i++)
+   for (int j = 0; j < n; j++)
+   {
+      for (int i = 0; i < m; i++)
       {
          (*this)(i,j) = A(Aro+i,Aco+j);
       }
+   }
 }
 
 void DenseMatrix::CopyMN(const DenseMatrix &A, int row_offset, int col_offset)
 {
-   int i, j;
    double *v = A.data;
 
-   for (j = 0; j < A.Width(); j++)
-      for (i = 0; i < A.Height(); i++)
+   for (int j = 0; j < A.Width(); j++)
+   {
+      for (int i = 0; i < A.Height(); i++)
       {
          (*this)(row_offset+i,col_offset+j) = *(v++);
       }
+   }
 }
 
 void DenseMatrix::CopyMNt(const DenseMatrix &A, int row_offset, int col_offset)
 {
-   int i, j;
    double *v = A.data;
 
-   for (i = 0; i < A.Width(); i++)
-      for (j = 0; j < A.Height(); j++)
+   for (int i = 0; i < A.Width(); i++)
+   {
+      for (int j = 0; j < A.Height(); j++)
       {
          (*this)(row_offset+i,col_offset+j) = *(v++);
       }
+   }
 }
 
 void DenseMatrix::CopyMN(const DenseMatrix &A, int m, int n, int Aro, int Aco,
                          int row_offset, int col_offset)
 {
-   int i, j;
-
    MFEM_VERIFY(row_offset+m <= this->Height() && col_offset+n <= this->Width(),
                "this DenseMatrix is too small to accomodate the submatrix.  "
                << "row_offset = " << row_offset
@@ -2709,23 +2707,27 @@ void DenseMatrix::CopyMN(const DenseMatrix &A, int m, int n, int Aro, int Aco,
                << ", A.Width() = " << A.Width()
               );
 
-   for (j = 0; j < n; j++)
-      for (i = 0; i < m; i++)
+   for (int j = 0; j < n; j++)
+   {
+      for (int i = 0; i < m; i++)
       {
          (*this)(row_offset+i,col_offset+j) = A(Aro+i,Aco+j);
       }
+   }
 }
 
 void DenseMatrix::CopyMNDiag(double c, int n, int row_offset, int col_offset)
 {
-   int i, j;
-
-   for (i = 0; i < n; i++)
-      for (j = i+1; j < n; j++)
+   for (int i = 0; i < n; i++)
+   {
+      for (int j = i+1; j < n; j++)
+      {
          (*this)(row_offset+i,col_offset+j) =
             (*this)(row_offset+j,col_offset+i) = 0.0;
+      }
+   }
 
-   for (i = 0; i < n; i++)
+   for (int i = 0; i < n; i++)
    {
       (*this)(row_offset+i,col_offset+i) = c;
    }
@@ -2734,14 +2736,16 @@ void DenseMatrix::CopyMNDiag(double c, int n, int row_offset, int col_offset)
 void DenseMatrix::CopyMNDiag(double *diag, int n, int row_offset,
                              int col_offset)
 {
-   int i, j;
-
-   for (i = 0; i < n; i++)
-      for (j = i+1; j < n; j++)
+   for (int i = 0; i < n; i++)
+   {
+      for (int j = i+1; j < n; j++)
+      {
          (*this)(row_offset+i,col_offset+j) =
             (*this)(row_offset+j,col_offset+i) = 0.0;
+      }
+   }
 
-   for (i = 0; i < n; i++)
+   for (int i = 0; i < n; i++)
    {
       (*this)(row_offset+i,col_offset+i) = diag[i];
    }
@@ -2803,7 +2807,7 @@ void DenseMatrix::AddMatrix(DenseMatrix &A, int ro, int co)
    }
 }
 
-void DenseMatrix::AddMatrix(double a, DenseMatrix &A, int ro, int co)
+void DenseMatrix::AddMatrix(double a, const DenseMatrix &A, int ro, int co)
 {
    int h, ah, aw;
    double *p, *ap;
@@ -2835,10 +2839,10 @@ void DenseMatrix::AddMatrix(double a, DenseMatrix &A, int ro, int co)
 
 void DenseMatrix::AddToVector(int offset, Vector &v) const
 {
-   int i, n = height * width;
+   const int n = height * width;
    double *vdata = v.GetData() + offset;
 
-   for (i = 0; i < n; i++)
+   for (int i = 0; i < n; i++)
    {
       vdata[i] += data[i];
    }
@@ -2846,10 +2850,10 @@ void DenseMatrix::AddToVector(int offset, Vector &v) const
 
 void DenseMatrix::GetFromVector(int offset, const Vector &v)
 {
-   int i, n = height * width;
+   const int n = height * width;
    const double *vdata = v.GetData() + offset;
 
-   for (i = 0; i < n; i++)
+   for (int i = 0; i < n; i++)
    {
       data[i] = vdata[i];
    }
@@ -2857,7 +2861,7 @@ void DenseMatrix::GetFromVector(int offset, const Vector &v)
 
 void DenseMatrix::AdjustDofDirection(Array<int> &dofs)
 {
-   int n = Height();
+   const int n = Height();
 
 #ifdef MFEM_DEBUG
    if (dofs.Size() != n || Width() != n)
@@ -2869,10 +2873,10 @@ void DenseMatrix::AdjustDofDirection(Array<int> &dofs)
    int *dof = dofs;
    for (int i = 0; i < n-1; i++)
    {
-      int s = (dof[i] < 0) ? (-1) : (1);
+      const int s = (dof[i] < 0) ? (-1) : (1);
       for (int j = i+1; j < n; j++)
       {
-         int t = (dof[j] < 0) ? (-s) : (s);
+         const int t = (dof[j] < 0) ? (-s) : (s);
          if (t < 0)
          {
             (*this)(i,j) = -(*this)(i,j);
@@ -3017,7 +3021,7 @@ DenseMatrix::~DenseMatrix()
 {
    if (capacity > 0)
    {
-      mfem::Delete(data);
+      delete [] data;
    }
 }
 
@@ -3027,10 +3031,12 @@ void Add(const DenseMatrix &A, const DenseMatrix &B,
          double alpha, DenseMatrix &C)
 {
    for (int j = 0; j < C.Width(); j++)
+   {
       for (int i = 0; i < C.Height(); i++)
       {
          C(i,j) = A(i,j) + alpha * B(i,j);
       }
+   }
 }
 
 void Add(double alpha, const double *A,
@@ -3074,20 +3080,20 @@ void Mult(const DenseMatrix &b, const DenseMatrix &c, DenseMatrix &a)
    double *ad = a.Data();
    const double *bd = b.Data();
    const double *cd = c.Data();
-   const DeviceVector d_bd(bd);
-   const DeviceVector d_cd(cd);
-   DeviceVector d_ad(ad);
-   MFEM_FORALL(i, ah*aw, d_ad[i] = 0.0;);
-   MFEM_FORALL(j, aw,
+   for (int i = 0; i < ah*aw; i++)
+   {
+      ad[i] = 0.0;
+   }
+   for (int j = 0; j < aw; j++)
    {
       for (int k = 0; k < bw; k++)
       {
          for (int i = 0; i < ah; i++)
          {
-            d_ad[i+j*ah] += d_bd[i+k*ah] * d_cd[k+j*bw];
+            ad[i+j*ah] += bd[i+k*ah] * cd[k+j*bw];
          }
       }
-   });
+   }
 #endif
 }
 
@@ -3383,20 +3389,18 @@ void MultAAt(const DenseMatrix &a, DenseMatrix &aat)
 {
    const int height = a.Height();
    const int width = a.Width();
-   const DeviceVector d_a(a.GetData());
-   DeviceVector d_aat(aat.GetData());
-   MFEM_FORALL(i, height,
+   for (int i = 0; i < height; i++)
    {
-      for (int j=0; j<=i; j++)
+      for (int j = 0; j <= i; j++)
       {
-         double temp = 0.0;
-         for (int k=0; k<width; k++)
+         double temp = 0.;
+         for (int k = 0; k < width; k++)
          {
-            temp += d_a[i+k*height] * d_a[j+k*height];
+            temp += a(i,k) * a(j,k);
          }
-         d_aat[j+i*height] = d_aat[i+j*height] = temp;
+         aat(j,i) = aat(i,j) = temp;
       }
-   });
+   }
 }
 
 void AddMultADAt(const DenseMatrix &A, const Vector &D, DenseMatrix &ADAt)
@@ -3803,6 +3807,7 @@ void AddMult_a_AAt(double a, const DenseMatrix &A, DenseMatrix &AAt)
 void Mult_a_AAt(double a, const DenseMatrix &A, DenseMatrix &AAt)
 {
    for (int i = 0; i < A.Height(); i++)
+   {
       for (int j = 0; j <= i; j++)
       {
          double d = 0.;
@@ -3812,22 +3817,22 @@ void Mult_a_AAt(double a, const DenseMatrix &A, DenseMatrix &AAt)
          }
          AAt(i, j) = AAt(j, i) = a * d;
       }
+   }
 }
 
 void MultVVt(const Vector &v, DenseMatrix &vvt)
 {
    for (int i = 0; i < v.Size(); i++)
+   {
       for (int j = 0; j <= i; j++)
       {
          vvt(i,j) = vvt(j,i) = v(i) * v(j);
       }
+   }
 }
 
 void MultVWt(const Vector &v, const Vector &w, DenseMatrix &VWt)
 {
-   int i, j;
-   double vi;
-
 #ifdef MFEM_DEBUG
    if (v.Size() != VWt.Height() || w.Size() != VWt.Width())
    {
@@ -3835,10 +3840,10 @@ void MultVWt(const Vector &v, const Vector &w, DenseMatrix &VWt)
    }
 #endif
 
-   for (i = 0; i < v.Size(); i++)
+   for (int i = 0; i < v.Size(); i++)
    {
-      vi = v(i);
-      for (j = 0; j < w.Size(); j++)
+      const double vi = v(i);
+      for (int j = 0; j < w.Size(); j++)
       {
          VWt(i, j) = vi * w(j);
       }
@@ -3847,7 +3852,7 @@ void MultVWt(const Vector &v, const Vector &w, DenseMatrix &VWt)
 
 void AddMultVWt(const Vector &v, const Vector &w, DenseMatrix &VWt)
 {
-   int m = v.Size(), n = w.Size();
+   const int m = v.Size(), n = w.Size();
 
 #ifdef MFEM_DEBUG
    if (VWt.Height() != m || VWt.Width() != n)
@@ -3858,7 +3863,7 @@ void AddMultVWt(const Vector &v, const Vector &w, DenseMatrix &VWt)
 
    for (int i = 0; i < m; i++)
    {
-      double vi = v(i);
+      const double vi = v(i);
       for (int j = 0; j < n; j++)
       {
          VWt(i, j) += vi * w(j);
@@ -3868,7 +3873,7 @@ void AddMultVWt(const Vector &v, const Vector &w, DenseMatrix &VWt)
 
 void AddMultVVt(const Vector &v, DenseMatrix &VVt)
 {
-   int n = v.Size();
+   const int n = v.Size();
 
 #ifdef MFEM_DEBUG
    if (VVt.Height() != n || VVt.Width() != n)
@@ -3879,21 +3884,21 @@ void AddMultVVt(const Vector &v, DenseMatrix &VVt)
 
    for (int i = 0; i < n; i++)
    {
-      double vi = v(i);
+      const double vi = v(i);
       for (int j = 0; j < i; j++)
       {
-         double vivj = vi * v(j);
+         const double vivj = vi * v(j);
          VVt(i, j) += vivj;
          VVt(j, i) += vivj;
       }
-      VVt(i, i) += vi * v(i);
+      VVt(i, i) += vi * vi;
    }
 }
 
 void AddMult_a_VWt(const double a, const Vector &v, const Vector &w,
                    DenseMatrix &VWt)
 {
-   int m = v.Size(), n = w.Size();
+   const int m = v.Size(), n = w.Size();
 
 #ifdef MFEM_DEBUG
    if (VWt.Height() != m || VWt.Width() != n)
@@ -3914,28 +3919,21 @@ void AddMult_a_VWt(const double a, const Vector &v, const Vector &w,
 
 void AddMult_a_VVt(const double a, const Vector &v, DenseMatrix &VVt)
 {
-   int n = v.Size();
+   MFEM_ASSERT(VVt.Height() == v.Size() && VVt.Width() == v.Size(),
+               "incompatible dimensions!");
 
-#ifdef MFEM_DEBUG
-   if (VVt.Height() != n || VVt.Width() != n)
+   const int n = v.Size();
+   for (int i = 0; i < n; i++)
    {
-      mfem_error("AddMult_a_VVt(...)");
-   }
-#endif
-   const int height = VVt.Height();
-   const DeviceVector d_v(v.GetData());
-   DeviceVector d_VVt(VVt.GetData());
-   MFEM_FORALL(i, n,
-   {
-      double avi = a * d_v[i];
+      double avi = a * v(i);
       for (int j = 0; j < i; j++)
       {
-         double avivj = avi * d_v[j];
-         d_VVt[i+j*height] += avivj;
-         d_VVt[j+i*height] += avivj;
+         const double avivj = avi * v(j);
+         VVt(i, j) += avivj;
+         VVt(j, i) += avivj;
       }
-      d_VVt[i+i*height] += avi * d_v[i];
-   });
+      VVt(i, i) += avi * v(i);
+   }
 }
 
 
@@ -3947,49 +3945,47 @@ void LUFactors::Factor(int m)
    MFEM_VERIFY(!info, "LAPACK: error in DGETRF");
 #else
    // compiling without LAPACK
-   DeviceArray d_ipiv(ipiv);
-   DeviceVector d_data(data);
-   MFEM_FORALL(i, m,
+   double *data = this->data;
+   for (int i = 0; i < m; i++)
    {
       // pivoting
       {
          int piv = i;
-         double a = fabs(d_data[piv+i*m]);
+         double a = std::abs(data[piv+i*m]);
          for (int j = i+1; j < m; j++)
          {
-            const double b = fabs(d_data[j+i*m]);
+            const double b = std::abs(data[j+i*m]);
             if (b > a)
             {
                a = b;
                piv = j;
             }
          }
-         d_ipiv[i] = piv;
+         ipiv[i] = piv;
          if (piv != i)
          {
             // swap rows i and piv in both L and U parts
             for (int j = 0; j < m; j++)
             {
-               const double tmp = d_data[i+j*m];
-               d_data[i+j*m] = d_data[piv+j*m];
-               d_data[piv+j*m] = tmp;
+               Swap<double>(data[i+j*m], data[piv+j*m]);
             }
          }
       }
-      const double a_ii_inv = 1.0/d_data[i+i*m];
+      MFEM_ASSERT(data[i+i*m] != 0.0, "division by zero");
+      const double a_ii_inv = 1.0/data[i+i*m];
       for (int j = i+1; j < m; j++)
       {
-         d_data[j+i*m] *= a_ii_inv;
+         data[j+i*m] *= a_ii_inv;
       }
       for (int k = i+1; k < m; k++)
       {
-         const double a_ik = d_data[i+k*m];
+         const double a_ik = data[i+k*m];
          for (int j = i+1; j < m; j++)
          {
-            d_data[j+k*m] -= a_ik * d_data[j+i*m];
+            data[j+k*m] -= a_ik * data[j+i*m];
          }
       }
-   });
+   }
 #endif
 }
 
@@ -4051,29 +4047,24 @@ void LUFactors::LSolve(int m, int n, double *X) const
    const double *data = this->data;
    const int *ipiv = this->ipiv;
    double *x = X;
-   const DeviceVector d_data(data);
-   const DeviceArray d_ipiv(ipiv);
-   DeviceVector d_x(x);
-   MFEM_FORALL(k, n,
+   for (int k = 0; k < n; k++)
    {
-      double *d_mx = &d_x[k*m];
       // X <- P X
       for (int i = 0; i < m; i++)
       {
-         const double tmp = d_mx[i];
-         d_mx[i] = d_mx[d_ipiv[i]];
-         d_mx[d_ipiv[i]] = tmp;
+         Swap<double>(x[i], x[ipiv[i]-ipiv_base]);
       }
       // X <- L^{-1} X
       for (int j = 0; j < m; j++)
       {
-         const double d_mx_j = d_mx[j];
+         const double x_j = x[j];
          for (int i = j+1; i < m; i++)
          {
-            d_mx[i] -= d_data[i+j*m] * d_mx_j;
+            x[i] -= data[i+j*m] * x_j;
          }
       }
-   });
+      x += m;
+   }
 }
 
 void LUFactors::USolve(int m, int n, double *X) const
@@ -4081,20 +4072,18 @@ void LUFactors::USolve(int m, int n, double *X) const
    const double *data = this->data;
    double *x = X;
    // X <- U^{-1} X
-   const DeviceVector d_data(data);
-   DeviceVector d_x(x);
-   MFEM_FORALL(k, n,
+   for (int k = 0; k < n; k++)
    {
-      double *d_mx = &d_x[k*m];
       for (int j = m-1; j >= 0; j--)
       {
-         const double x_j = ( d_mx[j] /= d_data[j+j*m] );
+         const double x_j = ( x[j] /= data[j+j*m] );
          for (int i = 0; i < j; i++)
          {
-            d_mx[i] -= d_data[i+j*m] * x_j;
+            x[i] -= data[i+j*m] * x_j;
          }
       }
-   });
+      x += m;
+   }
 }
 
 void LUFactors::Solve(int m, int n, double *X) const
@@ -4244,8 +4233,8 @@ DenseMatrixInverse::DenseMatrixInverse(const DenseMatrix &mat)
 {
    MFEM_ASSERT(height == width, "not a square matrix");
    a = &mat;
-   lu.data = mfem::New<double>(width*width);
-   lu.ipiv = mfem::New<int>(width);
+   lu.data = new double[width*width];
+   lu.ipiv = new int[width];
    Factor();
 }
 
@@ -4254,21 +4243,19 @@ DenseMatrixInverse::DenseMatrixInverse(const DenseMatrix *mat)
 {
    MFEM_ASSERT(height == width, "not a square matrix");
    a = mat;
-   lu.data = mfem::New<double>(width*width);
-   lu.ipiv = mfem::New<int>(width);
+   lu.data = new double[width*width];
+   lu.ipiv = new int[width];
 }
 
 void DenseMatrixInverse::Factor()
 {
    MFEM_ASSERT(a, "DenseMatrix is not given");
    const double *adata = a->data;
-   const int N = width*width;
-   const DeviceVector d_data(adata);
-   DeviceVector d_ludata(lu.data);
-   MFEM_FORALL(i, N,
+   const int s = width*width;
+   for (int i = 0; i < s; i++)
    {
-      d_ludata[i] = d_data[i];
-   });
+      lu.data[i] = adata[i];
+   }
    lu.Factor(width);
 }
 
@@ -4284,10 +4271,10 @@ void DenseMatrixInverse::Factor(const DenseMatrix &mat)
    if (width != mat.width)
    {
       height = width = mat.width;
-      mfem::Delete(lu.data);
-      lu.data = mfem::New<double>(width*width);
-      mfem::Delete(lu.ipiv);
-      lu.ipiv = mfem::New<int>(width);
+      delete [] lu.data;
+      lu.data = new double[width*width];
+      delete [] lu.ipiv;
+      lu.ipiv = new int[width];
    }
    a = &mat;
    Factor();
@@ -4325,8 +4312,8 @@ void DenseMatrixInverse::TestInversion()
 
 DenseMatrixInverse::~DenseMatrixInverse()
 {
-   mfem::Delete(lu.data);
-   mfem::Delete(lu.ipiv);
+   delete [] lu.data;
+   delete [] lu.ipiv;
 }
 
 
@@ -4468,7 +4455,8 @@ const
 {
    int n = SizeI(), ne = SizeK();
    const int *I = elem_dof.GetI(), *J = elem_dof.GetJ(), *dofs;
-   double *d_col = tdata, *yp = y, x_col;
+   const double *d_col = tdata;
+   double *yp = y, x_col;
    const double *xp = x;
    // the '4' here can be tuned for given platform and compiler
    if (n <= 4)

linalg/densemat.hpp

@@ -53,10 +53,11 @@ public:
    /// Creates rectangular matrix equal to the transpose of mat.
    DenseMatrix(const DenseMatrix &mat, char ch);
 
-   /** Construct a DenseMatrix using existing data array. The DenseMatrix does
-       not assume ownership of the data array, i.e. it will not delete the
-       array. */
-   DenseMatrix(double *d, int h, int w);
+   /// Construct a DenseMatrix using an existing data array.
+   /** The DenseMatrix does not assume ownership of the data array, i.e. it will
+       not delete the array. */
+   DenseMatrix(double *d, int h, int w)
+      : Matrix(h, w) { UseExternalData(d, h, w); }
 
    /// Change the data array and the size of the DenseMatrix.
    /** The DenseMatrix does not assume ownership of the data array, i.e. it will
@@ -70,7 +71,7 @@ public:
        not delete the new array @a d. This method will delete the current data
        array, if owned. */
    void Reset(double *d, int h, int w)
-   { if (OwnsData()) { mfem::Delete(data); } UseExternalData(d, h, w); }
+   { if (OwnsData()) { delete [] data; } UseExternalData(d, h, w); }
 
    /** Clear the data array and the dimensions of the DenseMatrix. This method
        should not be used with DenseMatrix that owns its current data array. */
@@ -78,7 +79,7 @@ public:
 
    /// Delete the matrix data array (if owned) and reset the matrix state.
    void Clear()
-   { if (OwnsData()) { mfem::Delete(data); } ClearExternalData(); }
+   { if (OwnsData()) { delete [] data; } ClearExternalData(); }
 
    /// For backward compatibility define Size to be synonym of Width()
    int Size() const { return Width(); }
@@ -325,7 +326,7 @@ public:
    /// Perform (ro+i,co+j)+=A(i,j) for 0<=i<A.Height, 0<=j<A.Width
    void AddMatrix(DenseMatrix &A, int ro, int co);
    /// Perform (ro+i,co+j)+=a*A(i,j) for 0<=i<A.Height, 0<=j<A.Width
-   void AddMatrix(double a, DenseMatrix &A, int ro, int co);
+   void AddMatrix(double a, const DenseMatrix &A, int ro, int co);
 
    /// Add the matrix 'data' to the Vector 'v' at the given 'offset'
    void AddToVector(int offset, Vector &v) const;
@@ -656,39 +657,36 @@ class DenseTensor
 {
 private:
    DenseMatrix Mk;
-   double *tdata;
+   Memory<double> tdata;
    int nk;
-   bool own_data;
 
 public:
    DenseTensor()
    {
       nk = 0;
-      tdata = NULL;
-      own_data = true;
+      tdata.Reset();
    }
 
    DenseTensor(int i, int j, int k)
       : Mk(NULL, i, j)
    {
       nk = k;
-      tdata = mfem::New<double>(i*j*k);
-      own_data = true;
+      tdata.New(i*j*k);
    }
 
    /// Copy constructor: deep copy
-   DenseTensor(const DenseTensor& other)
-      : Mk(NULL, other.Mk.height, other.Mk.width), nk(other.nk), own_data(true)
+   DenseTensor(const DenseTensor &other)
+      : Mk(NULL, other.Mk.height, other.Mk.width), nk(other.nk)
    {
       const int size = Mk.Height()*Mk.Width()*nk;
       if (size > 0)
       {
-         tdata = mfem::New<double>(size);
-         mfem::Memcpy(tdata, other.tdata, sizeof(double) * size);
+         tdata.New(size, other.tdata.GetMemoryType());
+         tdata.CopyFrom(other.tdata, size);
       }
       else
       {
-         tdata = NULL;
+         tdata.Reset();
       }
    }
 
@@ -696,22 +694,23 @@ public:
    int SizeJ() const { return Mk.Width(); }
    int SizeK() const { return nk; }
 
+   int TotalSize() const { return SizeI()*SizeJ()*SizeK(); }
+
    void SetSize(int i, int j, int k)
    {
-      if (own_data) { mfem::Delete(tdata); }
+      const MemoryType mt = tdata.GetMemoryType();
+      tdata.Delete();
       Mk.UseExternalData(NULL, i, j);
       nk = k;
-      tdata = mfem::New<double>(i*j*k);
-      own_data = true;
+      tdata.New(i*j*k, mt);
    }
 
    void UseExternalData(double *ext_data, int i, int j, int k)
    {
-      if (own_data) { mfem::Delete(tdata); }
+      tdata.Delete();
       Mk.UseExternalData(NULL, i, j);
       nk = k;
-      tdata = ext_data;
-      own_data = false;
+      tdata.Wrap(ext_data, i*j*k, false);
    }
 
    /// Sets the tensor elements equal to constant c
@@ -732,6 +731,9 @@ public:
 
    const double *Data() const { return tdata; }
 
+   Memory<double> &GetMemory() { return tdata; }
+   const Memory<double> &GetMemory() const { return tdata; }
+
    /** Matrix-vector product from unassembled element matrices, assuming both
        'x' and 'y' use the same elem_dof table. */
    void AddMult(const Table &elem_dof, const Vector &x, Vector &y) const;
@@ -741,10 +743,7 @@ public:
 
    long MemoryUsage() const { return nk*Mk.MemoryUsage(); }
 
-   ~DenseTensor()
-   {
-      if (own_data) { mfem::Delete(tdata); }
-   }
+   ~DenseTensor() { tdata.Delete(); }
 };