PPT-CUDA Profiling

Author : mitsue-stanley | Published Date : 2017-03-31

and Debugging Shehzan ArrayFire Summary ArrayFire GPU Programming and CUDA Debugging and Profiling using CUDA Tools Memory Coalescing Shared Memory and Bank Conflicts

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CUDA Profiling: Transcript

and Debugging Shehzan ArrayFire Summary ArrayFire GPU Programming and CUDA Debugging and Profiling using CUDA Tools Memory Coalescing Shared Memory and Bank Conflicts Transpose Reduction ArrayFire. . Acknowledgement: the lecture materials are based on the materials in NVIDIA teaching center CUDA course materials, including materials from Wisconsin (. Negrut. ), North Carolina Charlotte (. Wikinson. Bell . Larus. Profiling. Profiles . Intra. Procedural, . Acyclic. Paths. DAG. . G. from the . CFG. Idea: Assign weights to the edges of . G . s.t.. the . pathIds. (which are the sums of the . wts. Tom O’Regan. September . 2014. HIQA: Risk Profiles. Our Risk . P. rofile . tool . is . core to responsive regulation and in large part informs how the Authority responds to risk in designated . centres. Dr Kat . Hadjimatheou. Research . Fellow. Dept. . o. f Philosophy. University of Birmingham. Outline. Is . ethnic profiling harder to justify than behavioural profiling . in principle or for contingent . Profile antibodies to over 8000 human proteins using Luminex xMAP technology. Autoantibodies as Biomarkers. The immune system functions as a an early warning system.. Malignant transformation, infections, and many diseases can trigger an immune response. © Dan Negrut, . 2012. UW-Madison. Dan Negrut. Simulation-Based Engineering Lab. Wisconsin Applied Computing Center. Department of Mechanical Engineering. Department of . Electrical and Computer Engineering. Proposed Work. This . work aims . to enable efficient dynamic memory management on NVIDIA GPUs by utilizing a sub-allocator between CUDA and the programmer. This work enables Many-Task Computing applications, which need to dynamically allocate parameters for each task, to run efficiently on GPUs.. Martin Burtscher. Department of Computer Science. High-End CPUs and GPUs. Xeon X7550 Tesla C2050. Cores 8 (superscalar) 448 (simple). Active threads 2 per core 48 per core. Frequency 2 GHz 1.15 GHz. Summer 2011. PRE-SEASON CAMP. Performance Profiling. Performance profiling raises your awareness about the required attributes to be successful in your position. . It also allows you to identify your strengths and some areas to work on. . Sathish. . Vadhiyar. Parallel Programming. GPU. Graphical Processing Unit. A single GPU consists of large number of cores – hundreds of cores.. Whereas a single CPU can consist of 2, 4, 8 or 12 cores. End Racial Profiling Campaign. DRUM (. Desis. Rising Up and Moving). In partnership with Rights Working Group. Julie . Teuber. Debbie . Campbell. Definition of Racial Profiling. . The . Department of Justice . introduce the use of multiple CUDA streams to overlap memory transfers with kernel computations.. Also introduced is paged-locked memory. 2. Page-locked host memory. (also called pinned host memory). Agenda. Text book / resources. Eclipse . Nsight. , NVIDIA Visual Profiler. Available libraries. Questions. Certificate dispersal. (Optional) Multiple GPUs: Where’s Pixel-Waldo?. Text Book / Resources. Cliff Woolley NVIDIADeveloper Technology GroupGPUCPUGPGPU Revolutionizes ComputingLatency Processor Throughput processorLow Latency or High ThroughputCPUOptimized for low-latency access to cached dat

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