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DASH 0.3.0

DASH Template Library

New Features:

  • Added meta-type traits and helpers
  • Added range types and range expressions
  • Added view types and view expressions for views on multidimensional ranges with projections between local and global index space; full support of 1-dimensional ranges, restricted support of multidimensional projections
  • Introduced locality domain concepts and unit locality discovery (dash::util::Locality, dash::util::LocalityDomain)
  • Introduced dynamic containers dash::List and dash::UnorderedMap
  • Fixed iteration and pointer arithmetics of dash::GloPtr in global address space.
  • Global dynamic memory allocation: concepts and reference implementations (dash::GlobHeapMem, dash::GlobStaticMem)
  • Added dash::Atomic<T> as container element type to support atomic access
  • Introduced parallel IO concepts for DASH containers (dash::io), currently implemented based on HDF5
  • Introduced Halo matrix supporting arbitrary stencils
  • New algorithms, including dash::fill, dash::generate, dash::find, dash::reduce, and dash::sort
  • Performance improvements in algorithms, e.g. dash::min_element, dash::transform
  • Runtime configuration interface (dash::util::Config)
  • Restricted container element type check to std::is_trivially_copyable
  • Added CoArray implementation (dash::CoArray)
  • Made global pointers (dash::GlobPtr) copyable across units
  • Additional benchmark applications

Bugfixes:

  • Index calculations in BlockPattern with underfilled blocks
  • Fixed element access of .local.begin() in dash::Matrix
  • Fixed delayed allocation of dash::Matrix
  • Conversions of GlobPtr<T>, GlobRef<T>, GlobIter<T>, ... now const-correct (e.g., to GlobIter<const T> instead of const GlobIter<T>)
  • Consistent usage of index- and size types
  • Move-semantics of allocators
  • Numerous stability fixes and performance improvements

Known limitations:

DART Interface and Base Library

Features:

  • Introduced strong typing of unit IDs to safely distinguish between global IDs (dart_global_unit_t) and IDs that are relative to a team (dart_team_unit_t).
  • Added function dart_allreduce and dart_reduce
  • Made global memory allocation and communication operations aware of the underlying data type to improve stability and performance
  • Made DART global pointer globally unique to allow copying of global pointer between members of the team that allocated the global memory.
  • const-correctness in DART communication interface
  • Added interface component dart_locality implementing topology discovery and hierarchical locality description

Bugfixes:

  • Added clarification which DART functionality provides thread-safe access. DART functions can be considered thread-safe as long as they do not operate on the same data structures. In particular, thread-concurrent (collective) operations on the same team are not guaranteed to be safe.

Known limitations:

  • Locality discovery does not support multiple units mapped to same domain (issues #239, #161, #153)

DART-MPI

Features:

Bugfixes:

  • Added support for put/get operations on data >2GB
  • Added support for custom data-types and reduction operations
  • Fixed numerous stability issues and memory leaks in dart-mpi

Known limitations:

  • Elements allocated in shared windows are not properly aligned for some versions of Open MPI (issue #280)
  • Potential NUMA performance issue caused by shared memory allocation in the underlying MPI windows

Build System

  • Improved continuous integration, CI configurations for Travis and CircleCI

  • Added codedocs (http://codedocs.xyz) in deploy chain to automate API documentation updates

  • Added readthedocs in deploy chain to generate user guides in distribution documentation

  • Added NastyMPI test target in continuous integration

  • Added docker container build configurations

  • Intel MIC architecture build targets (tested on SuperMIC, Knights Corner).

  • Support for likwid.

  • Support for HDF5.

  • Generate cmake package for DASH and DART

  • Added build configuration for code coverage tests

  • Check MPI implementation for compilance with MPI3

  • Enforce minimum C++ compiler versions:

    • GCC: 5.1.0
    • Clang: 3.8.0
    • Intel: 15.0.0

  • New compiler flags:

    • DASH_ENABLE_LIKWID: Whether DASH has been compiled with likwid support.
    • DASH_ENABLE_HDF5: Whether DASH has been compiled with HDF5 support.
    • DASH__ARCH__HAS_RDTSC: Whether the target architecture provides an RDTSC micro-instruction.

  • Added compiler wrapper dashc++ (and aliases dashcxx and dashCC) that includes DASH-specific compiler and linker flags. To use the wrapper, simply replace mpicxx with dash-mpicxx when building your application.

Bugfixes:

  • Fixed compiler errors for Intel MIC compiler (icc -mmic, mpiicc -mic).
  • Fixed compiler errors for Intel Compiler 16.0.
  • Disable hdf5 support if only serial version of hdf5 lib is loaded

DASH 0.2.0 (2016-03-03)

Build System

Features:

  • Added support for ScaLAPACK.

  • Added support for MKL.

  • Added support for numalib.

  • Added support for IPM.

  • Added support for PLASMA.

  • Added support for hwloc.

  • Enabled reporting of compiler warnings (-Wall -pedantic).

  • New compiler flags:

    • DASH_ENABLE_SCALAPACK: Whether DASH has been compiled with ScaLAPACK support.
    • DASH_ENABLE_MKL: Whether DASH has been compiled with Intel MKL support.
    • DASH_ENABLE_NUMA: Whether DASH has been compiled with numalib support.
    • DASH_ENABLE_IPM: Whether DASH has been compiled with support for run-time calls of IPM functions.
    • DASH_ENABLE_PLASMA: Whether DASH has been compiled with support for the PLASMA linear algebra library.

    New compiler flags specific to DART-MPI, also available in DASH when built with DART-MPI backend:

    • DART_MPI_IMPL_ID: Identification string of the linked MPI implementation.
    • DART_MPI_IS_INTEL: Defined if DART-MPI uses Intel MPI.
    • DART_MPI_IS_MPICH: Defined if DART-MPI uses MPICH, including IBM MPI.
    • DART_MPI_IS_MVAPICH: Defined if DART-MPI uses MVAPICH.
    • DART_MPI_IS_OPENMPI: Defined if DART-MPI uses OpenMPI.

Bugfixes:

  • Fixed compiler flags for Cray compiler.

DART Interface

Features:

  • Added type dart_operation_t for specification of reduce operations.
  • Added type dart_datatype_t for portable specification of data types.

Bugfixes:

  • Fixed compiler warnings.

DART-MPI

Features:

  • Added logging.

Bugfixes:

  • Fixed missing deallocation of shared memory segments when MPI shared windows are disabled.
  • Reduced MPI calls in rank queries.
  • Numerous stability improvements, added checks of parameters and return values of MPI calls.
  • Fixed compiler warnings.

DASH

  • Added documentation of container concepts.

Features:

  • Added dash::make_team_spec providing automatic cartesian arrangement of units optimizing communication performance based on pattern properties.
  • Added dash::ShiftTilePattern (previously dash::TilePattern).
  • Added dash::TilePattern.
  • Added algorithms dash::fill and dash::generate.
  • Added dash::GlobViewIter for specifying and iterating multi-dimensional views e.g. on matrices.
  • Added benchmark application bench.10.summa for evaluation of dash::multiply<dash::Matrix>.
  • Added benchmark application bench.07.local-copy for evaluation of dash::copy (global-to-local copy operations).
  • Extended GUPS benchmark application bench.03.gups.
  • Extended micro-benchmark bench.09.multi-reader.
  • Added automatic balancing of process grid extents in dash::TeamSpec, optimizing for surface-to-volume ratio.
  • Added tool dash::tools::PatternVisualizer to visualize data distributions in SVG graphics.
  • Added log helper print_pattern_mapping to visualize data distributions in log output.
  • Significantly improved performance of dash::summa.
  • Added support for irregular blocked distributions (underfilled blocks) for dash::Array.
  • Added dash::util::Locality, a minimalistic helper class for obtaining basic locality information like NUMA domains and CPU pinning.
  • Added utility class dash::util::BenchmarkParams for printing benchmark parameters, DASH configuration and environment settings in measurements preamble.
  • Improved efficiency of dash::copy for local-to-local copying.

Bugfixes:

  • Fixed compiler errors for ICC 15.
  • Fixed order of coordinate indices in patterns and dash::Matrix.
  • Fixed definition of assertion macros when configured with runtime assertions disabled.
  • Added barrier in dash::Array.deallocate() to prevent partitions of a global array to be freed when going out of scope while other units might still attempt to access it.
  • Fixed compiler warnings.
  • Fixed dash::copy for huge ranges.