Výsledky vyhľadávania - "GPU programming in Python"

Efficient Multi-GPU Programming in Python: Reducing Synchronization and Access Overheads Autor Oden, Lena, Nolp, Klaus

“… to the synchronization requirements between GPU kernels and communication libraries. In this work, we present a detailed performance analysis of multi-GPU programming in Python using CuPy, Numba, NCCL and mpi4py…”
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Performance Characterization of Python Runtimes for Multi-device Task Parallel Programming Autor Ruys, William, Lee, Hochan, You, Bozhi, Talati, Shreya, Park, Jaeyoung, Almgren-Bell, James, Yan, Yineng, Fernando, Milinda, Erez, Mattan, Gligoric, Milos, Burtscher, Martin, Rossbach, Christopher J., Pingali, Keshav, Biros, George

“…Modern Python programs in high-performance computing call into compiled libraries and kernels for performance-critical tasks. However, effectively…”
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