PPT-©Wen-mei W. Hwu and David Kirk/NVIDIA,

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University of Illinois 20072012 CSEE 217 GPU Architecture and Parallel Programming Lecture 6 DRAM Bandwidth 1 Objective To understand DRAM bandwidth Cause of

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©Wen-mei W. Hwu and David Kirk/NVIDIA,: Transcript

University of Illinois 20072012 CSEE 217 GPU Architecture and Parallel Programming Lecture 6 DRAM Bandwidth 1 Objective To understand DRAM bandwidth Cause of the DRAM bandwidth problem. Instruction-LevelParallelism LakshmiN.Chakrapani 1 ,JohnGyllenhaal 2 ,Wen-meiW.Hwu 3 , ScottA.Mahlke 4 ,KrishnaV.Palem 1 ,andRodricM.Rabbah 5 1 GeorgiaInstituteofTechnology { nsimhan,palem } @cc.gatec BO BOWDEN KIRK 26 The main argument advanced against this view came Bowden Kirk removed these monks to Kelso and again granted Bowden 28 Church Service Society Annual the room behind it occupying t mei. W. . Hwu. , 2007-2012 . University . of Illinois, Urbana-Champaign. 1. CS/EE 217. GPU Architecture and Parallel . Programming. Project . Kickoff. Two flavors. Application. Implement/optimize an realistic application on GPGPUs. mei. W. . Hwu. , . University of Illinois, 2007-2012. 1. CS/EE 217 GPU Architecture and . Parallel Programming. Lecture . 12. Parallel Computation Patterns – Parallel Prefix Sum (Scan) Part-2. 2. Recall: a. II. GPGPUs. Instructor:Mikko. H . Lipasti. Spring 2015. University of Wisconsin-Madison. Lecture notes based on slides created by John . Shen. , Mark Hill, David Wood, . Guri. . Sohi. , Jim Smith, Natalie Enright . Quadro for AutoCAD. NVIDIA Quadro . Built for Professionals. NVIDIA Quadro graphics Maximizes AutoCAD productivity. Unprecedented Performance & Quality. Advanced Display Support . Maximize System Uptime. Mrs. . Butzin. ATVs. ATVs have four wheels so they don’t tip over.. ATVs are by far one of the safest off road vehicle. Three wheeled ATVs are one of the unsafe off road vehicle.. ATVs. Three wheeled ATVs are called trikes.. 1697 - 1758. 1697. – Kirk, . Obediah. of Stanly County Albemarle Township. 1713. – Kirk, William of Craven County. 1716. – Kirk, Thomas of Chowan County. 1755. – Kirk, Joseph of Granville County (then to Orange and Chatham in1763). 1697 - 1758. 1697. – Kirk, . Obediah. of Stanly County Albemarle Township. 1713. – Kirk, William of Craven County. 1716. – Kirk, Thomas of Chowan County. 1755. – Kirk, Joseph of Granville County (then to Orange and Chatham in1763). and CUDA. Lecture for CPSC 5155. Edward Bosworth, Ph.D.. Computer Science Department. Columbus State University. The Graphics Coprocessor. From the earliest VGA designs, the graphics unit has been designed as a special purpose processor, attached to the CPU using a. heterogeneous programming. Brian Gregor. bgregor@bu.edu. Research Computing Services. Boston University. CUDA C/C BASICS. NVIDIA . Corporation. © NVIDIA 2013. What is CUDA?. CUDA Architecture. Expose GPU parallelism for general-purpose computing. Corporation. © NVIDIA 2013. What is CUDA?. CUDA Architecture. Expose GPU parallelism for general-purpose computing. Retain performance. CUDA C/C . Based on industry-standard C/C . Small set of extensions to enable heterogeneous programming. CUDA C/C++ Basics Supercomputing 2011 Tutorial Cyril Zeller, NVIDIA Corporation d AcuConsolecontainsmateriallicensedfromIntelligentLight(www.ilight.com)andusedbyper-mission.SoftwareSecurityMeasures:AltairEngineeringInc.anditssubsidiariesandafliatesreservetherighttoembedsoftw

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