PPT-© David Kirk/NVIDIA and Wen-

mei W Hwu University of Illinois 20072012 1 CSEE 217 GPU Architecture and Parallel Programming Lecture 12 Parallel Computation Patterns Parallel Prefix Sum Scan Part2 2 Recall a. NVIDIA . 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. ITS Research Computing. Mark Reed . Objectives. Learn why computing with accelerators is important. Understand accelerator hardware. Learn what types of problems are suitable for accelerators. Survey the programming models available. DOE Review of MAP (FNAL August 29-31, 2012). 1. The Front End. Harold Kirk. Brookhaven National Lab. August 30, 2012. Outline. Define Front End. Major Sub-systems. Key Challenges. Future R&D Activities. 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. . L. ân. . https://. www.youtube.com/watch?v=GcoKtvtEa3Y. . example . Nid. . wy'n. . gofyn. . bywyd. . moethus. ,. Aur. y . byd. . na'i. . berlau. . mân. :. Gofyn. . wyf. am . galon. . and Scholar. s. Symposium to . h. onour. our great friend and colleague on his retirement . from Princeton. AJS Smith. June 17, 2016. Early days: Kirk in Tucson, class of ‘66 . Grad School at Caltech 1966-71. by: Natalie Ham. Author : Carol Antoinette Peacock. Facts. Setting: the Chinese orphanage, at Wen’s foster home. Genre: Fiction. Theme: never give up, always have hope. Characters. Wen – a girl in a Chinese orphanage who gets adopted . 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). 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. EARB MEETING . 2012. Biofabrication by . BioPrinting. Advantages. Precision in positioning cell types. Scaffold “free” (. What are hydrogels?). “Mimics” Development . (vs. . expts. mei. W. . Hwu. University of Illinois, 2007-2012. 1. CS/EE 217. GPU Architecture and Parallel Programming. Lecture 15:. Atomic Operations and . Histogramming. - Part 2. 2. Objective. To learn practical histogram programming techniques. ------------------------Food -----------------------------------------------------Health --------------------------------------------------Fertility 15-49 ---------------for-purpose dataRobust calcul