• <xmp id="om0om">
    •
    • <table id="om0om"><noscript id="om0om"></noscript></table>
  • Related Resources
    Simulation / Modeling / Design

    ?? HPC ?????? NVIDIA Grace ? NVIDIA Hopper ????? ??? ?? ????

    2023? 11? 17?
    By , , and
    +1
    Discuss (0)
    Reading Time: 5 minutes

    ??? ???(HPC)? ????? ? ???, ?? ? ?? ??, ?? ? ????? ?? ??????? ?????. ?? ??? ???? HPC? AI? ???? ???? ???? ????? ??? ???? ?????.

    ??? HPC ??????? ?? ? ??? ?????? ??? ????? ??? ? ?? CPU? GPU ?? ??? ??? ?? ?? ??? ???? ?????. NVIDIA Grace CPU ? NVIDIA Hopper GPU? HPC ??? ?? ?? ??? ???? ????????.

    NVIDIA? ???? NVIDIA Grace ? NVIDIA Grace Hopper ????? ??? ? ??? ?, ????? ? ????? ?????. ??? ??? ??? ???? ??????? ?? ???? ??? ??? ? ??? ?????. ? ?? ????? ??? GPU ???? ?? ??? ????, NVIDIA Grace ?? ????? ??????? ?? ? ??????. NVIDIA Grace ????, ??, ????? ?? ?? ??? ??? Grace ??? ?? ????? ??? ? ????.

    NVIDIA HPC SDK 23.11

    NVIDIA Grace Hopper ???? ??? ???? ??? ???? GPU ?????? ???? ??? ??? ??? ??????. ?? CPU? GPU ??? ?? ???, ???? ? ?? ??? ??? ???? ??? ??? ?? ??? ????? ? ????? ??????? ??? ? ??? ?? ?????.

    ? ????? ? ????? ?? ??? ????? ?? ???, ?? ?? ? ?? ???? ??? ?? ??? ???? ?????. ?? ?? ??? GPU ?????? ??? ??? ??? ???? ?? ????? ?? ???? ??? ?? ????? ?????.

    ?? ?????? ???(GPU ?? CPU)? ??????? ??? ?? ???? ?? ???? ? ???? ???? ?? ???? ??? ??? ????. ?? ?????? ??? ?? ??? ?? ??? ? ? ?? ? ??? ??? NVIDIA CUDA? ???? ??? ?? ????? ??? ????? ???? ?? ??????: CUDA C++, CUDA Fortran, ISO C++? ?? ?? ??, ISO Fortran, OpenACC, OpenMP ? ?? ?? ??.

    NVIDIA HPC SDK 23.11? ??? ?? ??? ????? ??? ???? ????? ??? ?? ???? ????? ???? ?? ??? ???? ????? ??? Grace Hopper ???? ? ? ?(C2C) ?????? ?? ?? 7??? ???? ? ?? ????. ?? ??? ?? ? ??? ?? ?? ??? ????? ???? ????? ?????? ??? ????? ???? ? ????.

    NVIDIA HPC ????? ??? ??? ???? ??? ???? ISO C++, ISO Fortran, OpenACC ? CUDA Fortran?? GPU ?????? ????? ??? ?? ??? ????? NVIDIA Grace Hopper ???? ??? HPC? GPU ????? ???? ??????.

    ?? ??? NVIDIA HPC SDK? ???? ?? 23.11? ???????.

    NVIDIA ?? ?????

    NVIDIA? ? ?? ?????? ??? ????? ???? ?? CPU?? ??? GPU ? DPU? ?????. ?? NVIDIA? ?? ????? ??? ?? GPU ?? ???? ?? CPU ?? ????? ?????.

    NVIDIA ?? ?????(NVPL)? Arm 64?? ????? ???? ?? ?? ????? ?????. ?? HPC ??????? ??? ???? ??? ?? BLAS ? LAPACK? ?? ??? API? ?????. NVPL ?? ?????? ??? ???? ?? API? ??? ???? ?????.

    ? ?????? NVIDIA Grace CPU? ????? ????. Grace ?? ????? ????? ???? ??????? ???, ??? ????? ???? ??? ? ????. NVPL? ?? ??? ???? ??? ???? CPU ??? ???? ?? ?????? ??? ? ?? ??? ???? ?? ?? ??? ??? ?? ?? ?? HPC ??????? Grace ????? ?? ???? ?? ? ??? ? ?? ??? ???? ????.

    ?? ?? ??? NVPL ?? ????? NVIDIA Grace CPU?? ??????? ????? ?? BLAS, LAPACK, FFT, RAND ? SPARSE? ???? ????.

    ??? ???? NVPL ??? ???????.

    NVIDIA CUDA ???? ??? ??

    ??? ?? ?? ?????? NVIDIA GPU ?? ????? ???? ?????. NVIDIA CUDA Direct Sparse Solvers ?????? NVIDIA cuDSS? ?? ??? ??? ?? ?? ???? ?? ? ????? ????. cuDSS? ? ?? ??? ?? GPU?? ??? ?????, ?? ????? ?? GPU ? ?? ?? ??? ??? ?????.

    Honeywell? cuDSS? ?? ??? ? ???, UniSim Design ???? ????? ???? ?? ????? ??? ??? ????.

    cuDSS ???? ? ??? ?????. CUDA ?? ?????? ?? ??? ??? ??? ?????: CUDA-X GPU ?? ?????.

    NVIDIA cuTENSOR 2.0

    NVIDIA cuTENSOR 2.0? HPC? AI? ????? ??????? ????? ?? ??? ???? ?? ????????. ?? ?? ??????? cuTENSOR 2.0? ??? ??? ??? ???? ??? ??? ?? ??? ??????. ??? ???? ?? ?? ??? ???? ???? ???? ???? ?? ???? ???? ??? ?? cuTENSOR 2.0 API? ??? ??????.

    ?? 1. ?? ??? ?? ??? ?? ???? cuTENSOR API

    ?? ?? ??? API? ?? API ??? ?? ?? ???? ?????. ??? API? ??? ? ?? ??? ??? ???? ?? ?? ??? ?? ??? ??? ?? ???? ??? ? ????.

    ?? cuTENSOR 2.0? ?? ??(JIT) ??? ?? ??? ?????.

    ?? 2. ? ?? ?????? ??? ?? ?? ??? ?? JIT? ???? ?? ?? ?? ?? ??: QC-like ? Rand1000. ??? ??? ???? QC? ??? ??? ???? JIT? ?? ?? ??? ??????.

    JIT ??? ???? ???? ?? ??? ??? ?? ? ??? ??? ???? ?????? ???? ???? ?? ???? ???? ??? ? ?? ??? ?? ??? ??? ?????? ??? ??? ??? ? ????.

    ?? 3. JIT ? ?? ???? ???? ? ?? 1.7.0 ??? ?? ??? cuTENSOR 2.0.0 ??

    cuTENSOR 2.0? ? ??? ?????.

    NVIDIA Nsight ??? 2023.4? ?? Grace CPU ?? ??

    Grace ?? ???? ??????? CPU ???? ??? ??? ???? ???? ?? ???? ??? CPU? ?? ??? ??????? ??? ?? ? ????. ??????? Grace? ??? ? ???? ??? ??? ?? ????? ? ???? ?? ?????? ???? ? ??? ???.

    NVIDIA Nsight ???? ???? ? API ???? ???? ??? ?????? ?? ????? ??? ??? ?? ?? ????. Grace CPU ?? ??? ?? Nsight Systems? ????? ???? ?????? ????? CPU ??? ?? ?? ??? CPU? ??? ???? ???? ??? ????? ??????. ?? Nsight Systems? ???? ??? ???? ?? Grace CPU ??? ?? ??? ???? ?????.

    CPU ?? ? ??? ???? ?? Grace CPU ?? ??? ??? Grace ??? ??? ???? ??? ?????. ?? ????? ??? ?? ?? ??? ???? ???? ?? ???? ??? ???? ? ??? ???.

    ?? Nsight Systems 2023.4?? ??? ? ?? Grace CPU ??? ????? NVLink-C2C ? PCIe ??? ?? ?? ??? ??? ???????. ??? ???? ?? ?? ??? ??? ??? ??? ????? ?? ??? ??? ???? Grace CPU? ??? ??? ? ?? ??? ?? ? ??? ???.

    Nsight Systems 2023.4? Grace CPU ??? ? ?? ??? ???? Grace?? ???? ??? ?? ??? ???? ?? ? ??? ???. Grace CPU ?? ??? ?? ??? ??? CUDA ??? ?? ????? ?? ?? ???? ?????.

    ??? 1. NVIDIA Nsight ??? ??? NVIDIA Grace CPU ?? ??

    ??? ???? Nsight Systems 2023.4? ?????. Nsight ???? HPC SDK ? CUDA ????? ??? ? ????.

    HPC? ?? ?? ???

    NVIDIA? NVIDIA Grace ? Hopper ?????? ?? ???? ?? ??, ????? ? ???? ?????? ?????. HPC ????? ??? NVIDIA ????? ???? ?? ?? ? ??? ??? ???.

    ??? ???? ?? ??? ??? ?? ??? ?????.

    ?? ???

    Discuss (0)
    +1

    Tags

    Data Center / Cloud | Data Science | Simulation / Modeling / Design | HPC / Scientific Computing | CUDA | Grace CPU | HPC SDK | NSight | Intermediate Technical | Deep dive | featured | Supercomputing

    ??? ??

    Graham Lopez ???
    Graham Lopez leads product management for high-performance computing compilers at NVIDIA. Previously, he worked with applications to run at scale on current and upcoming leadership-class computing facilities. In addition to his direct engagement with HPC applications, Graham has published research in the areas of programming models, computational science, application acceleration and benchmarking on heterogeneous systems, and low-level communication APIs. Graham has been a member of the ISO C++ Standards Committee for the past three years.
    Robert Jensen ???
    Robbie? NVIDIA? ?? ?? SDK, ?? Nsight ??? ??? ??? ? ??? ???? ?? ?? ??? ??????. ?? Connecticut College?? ??? ???? ?? ??? ?????.
    Arthy Sundaram ???
    Arthy Sundaram? CUDA ???? ?? ?? ??????. Columbia University?? ??? ?? ?? ??? ?????. ??? ?? ??? ?? ??, ???? ? ??? ???????.
    Barton Fiske ???
    Barton? NVIDIA HPC CPU ?? ?????, ?? ?? ? ??? ??? ?? ?? ????? ?? ??????. ?? ??? 2D ? 3D ???, ???, AI? ??? ???? ??? ??? ????? ????? ?? RIT?? ??? ?? ??? ??????. Barton? ????? ?????? ??? ????, ?? ????, ???? ????, ??? ???? NVIDIA ?? ? ?? ??? ????? ??? ??? ???? 35? ??? ?? ??? ?????. ?? Java ?????? ?? ? ?? ?? ?????, ??? ?? ???? ?? ??? ??????? ????? ??? ?? ????? ?? ?? ?? ????? 2D, 3D ? VR ?? ??? ??????.

    ??

    人人超碰97caoporen国产