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GPU C omputing with CU D A L ectu r e 4 - CU D A Memory & Threads

GPU C omputing with CU D A L ectu r e 4 - CU D A Memory & Threads. Chris t opher C ooper Bos t on Uni v e r si t y A ugust, 2 0 11 UT F SM, V alpa r aís o , Chile. 1. Outline. Recap of Lecture 3 CUDA Threads CUDA Memory hierarchy CUDA Libraries.

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GPU C omputing with CU D A L ectu r e 4 - CU D A Memory & Threads

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  1. GPUComputingwithCUDA Lecture4-CUDAMemory & Threads ChristopherCooperBostonUniversity August,2011UTFSM,Valparaíso,Chile 1

  2. Outline Recap of Lecture 3 CUDA Threads CUDA Memory hierarchy CUDA Libraries

  3. GPUComputingwithCUDALecture6-CUDALibraries-Thrust ChristopherCooperBostonUniversity August,2011UTFSM,Valparaíso,Chile 1

  4. Outlineoflecture • CUDALibraries • WhatisThrust? • Featuresofthrust • Bestpracticesinthrust

  5. CUDALibraries • NVIDIAhasdevelopedseverallibrariestoabstracttheuserfromCUDA Bell, Dalton, Olson. TowardsAMGonGPU

  6. CUDALibraries • CUDPP • MAGMA • IMSL • VSIPL • NVML • CUPTI • ‣..... http://developer.nvidia.com/technologies/libraries 4

  7. CUDALibraries • CUDPP • MAGMA • IMSL • VSIPL • NVML • CUPTI • ‣..... http://developer.nvidia.com/technologies/libraries 4

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