GPU Metaprogramming using PyCUDA: Methods & Applications

Why GPU Scripting? Scripting CUDA GPU RTCG DG on GPUs PerspectivesGPU Metaprogramming using PyCUDA:Methods & ApplicationsAndreas Kl ocknerDivision of Applied MathematicsBrown UniversityNvidia GTC October 2, 2009Andreas Kl ockner Applied Math Brown UniversityGPU Metaprogramming using PyCUDA: Methods & ApplicationsWhy GPU Scripting? Scripting CUDA GPU RTCG DG on GPUs PerspectivesThanksTim Warburton (Rice)Jan Hesthaven (Brown)Nicolas Pinto (MIT)Hendrik Riedmann (Stuttgart/Brown)PyCUDA contributorsNvidia CorporationAndreas Kl ockner Applied Math Brown UniversityGPU Metaprogramming using PyCUDA: Methods & ApplicationsWhy GPU Scripting? Scripting CUDA GPU RTCG DG on GPUs PerspectivesOutline1 Why GPU Scripting?2 Scripting CUDA3 GPU Run-Time Code Generation4 DG on GPUs5 PerspectivesAndreas Kl ockner Applied Math Brown UniversityGPU Metaprogramming using PyCUDA: Methods & ApplicationsWhy GPU Scripting? Scripting CUDA GPU RTCG DG on GPUs PerspectivesOutline1 Why GPU Scripting?Combining two Strong Tools2 Scripting CUDA3 GPU Run-Time Code Generation4 DG on GPUs5 PerspectivesAndreas Kl ockner Applied Math Brown UniversityGPU Metaprogramming using PyCUDA: Methods & ApplicationsWhy GPU Scripting? Scripting CUDA GPU RTCG DG on GPUs PerspectivesCombining two Strong ToolsHow are High-Performance Codes constructed?\Traditional" Construction ofHigh-Performance Codes:C/C++/FortranLibraries\Alternative" Construction ofHigh-Performance ...