PyLops-MPI - MPI Powered PyLops with mpi4py - v0.3.0

• Added pylops_mpi.basicoperators.MPIMatrixMult operator.
• Added NCCL support to all operators in :mod:pylops_mpi.basicoperators and pylops_mpi.signalprocessing.
• Added base_comm_nccl in constructor of pylops_mpi.DistributedArray to enable NCCL communication backend.
• Added pylops_mpi.utils.benchmark subpackage providing methods to decorate and mark functions / class methods to measure their execution time.
• Added pylops_mpi.utils._nccl subpackage implementing methods for NCCL communication backend.
• Added pylops_mpi.utils.deps subpackage to safely import nccl
• Fixed partition in the creation of the output distributed array in pylops_mpi.signalprocessing.MPIFredholm1.

Scientific Software - Peer-reviewed - Python
Published by mrava87 7 months ago

PyLops-MPI - MPI Powered PyLops with mpi4py - v0.2.1

• Release for publication on Zenodo

Scientific Software - Peer-reviewed - Python
Published by rohanbabbar04 about 1 year ago

PyLops-MPI - MPI Powered PyLops with mpi4py - v0.2.0

• Added support for using CuPy arrays with PyLops-MPI.
• Introduced the MPIFredholm1 and MPIMDC operators.
• Allowed the UNSAFE_BROADCAST partition to give users an option to handle overflow in broadcast scenarios.
• Added a dottest function to perform dot tests on PyLops-MPI operators.
• Created a tutorial for Multi-Dimensional Deconvolution (MDD).

Scientific Software - Peer-reviewed - Python
Published by rohanbabbar04 about 1 year ago

PyLops-MPI - MPI Powered PyLops with mpi4py - v0.1.0

• Adapted pylops_mpi.optimization.cg and pylops_mpi.optimization.cgls to handle pylops_mpi.StackedDistributedArray.
• Added pylops_mpi.MPIGradient operator.
• Added pylops_mpi.MPIStackedLinearOperator, pylops_mpi.MPIStackedBlockDiag, and pylops_mpi.MPIStackedVStack operators.
• Added pylops_mpi.StackedDistributedArray.

Scientific Software - Peer-reviewed - Python
Published by mrava87 almost 2 years ago

PyLops-MPI - MPI Powered PyLops with mpi4py - v0.0.1

First official release of PyLops-MPI.

Scientific Software - Peer-reviewed - Python
Published by rohanbabbar04 over 2 years ago