PyCUDA: Even Simpler GPU Programming with Python

GPU Scripting PyOpenCL News RTCG ShowcasePyCUDA: Even SimplerGPU Programming with PythonAndreas Kl ocknerCourant Institute of Mathematical SciencesNew York UniversityNvidia GTC September 22, 2010Andreas Kl ockner PyCUDA: Even Simpler GPU Programming with PythonGPU Scripting PyOpenCL News RTCG ShowcaseThanksJan Hesthaven (Brown)Tim Warburton (Rice)Leslie Greengard (NYU)PyCUDA contributorsPyOpenCL contributorsNvidia CorporationAndreas Kl ockner PyCUDA: Even Simpler GPU Programming with PythonGPU Scripting PyOpenCL News RTCG ShowcaseOutline1 Scripting GPUs with PyCUDA2 PyOpenCL3 The News4 Run-Time Code Generation5 ShowcaseAndreas Kl ockner PyCUDA: Even Simpler GPU Programming with PythonGPU Scripting PyOpenCL News RTCG Showcase Overview Being ProductiveOutline1 Scripting GPUs with PyCUDAPyCUDA: An OverviewDo More, Faster with PyCUDA2 PyOpenCL3 The News4 Run-Time Code Generation5 ShowcaseAndreas Kl ockner PyCUDA: Even Simpler GPU Programming with PythonGPU Scripting PyOpenCL News RTCG Showcase Overview Being ProductiveWhetting your appetite1 import pycuda.driver as cuda2 import p.autoinit , pycuda.compiler3 import numpy45 a = numpy.random.randn(4,4).astype(numpy. oat32)6 a gpu = cuda.mem alloc(a.nbytes)7 cuda.memcpy htod(a gpu, a)[This is examples/demo.py in the PyCUDA distribution.]Andreas Kl ockner PyCUDA: Even Simpler GPU Programming with PythonCompute kernelGPU Scripting PyOpenCL News RTCG Showcase Overview Being ...