PPT-OpenCL Programming & Optimization Case Study

Instructor Notes Lecture discusses parallel implementation of a simple embarrassingly parallel nbody algorithm We aim to provide some correspondence between the architectural techniques discussed in the optimization lectures and a real scientific computation algorithm. James Perry. EPCC . The University of Edinburgh. OpenCL Programming. Introducing OpenCL. Important concepts. Work groups and work items. Programming with OpenCL. Initialising OpenCL and finding devices. High-Level Synthesis for Mainstream FPGA Acceleration. James . Coole. PhD student, University of . Florida. Dr. . Greg . Stitt. Associate . Professor of ECE, University of Florida. SHAW Workshop. This work is supported by National Science Foundation grant CNS-1149285 and the I/UCRC Program of the National Science Foundation under Grant No. EEC-0642422.. Collin . Bezrouk. 2-24-2015. Discussion Reference. Some of this material comes from . Spacecraft Trajectory Optimization. (Ch. 7) by Bruce Conway.. Optimization Problem Setup. Optimization problems require the following:. An optimization problem is a problem in which we wish to determine the best values for decision variables that will maximize or minimize a performance measure subject to a set of constraints. A feasible solution is set of values for the decision variables which satisfy all of the constraints. OpenCL Commercial Objectives. Grow the market for parallel computing . For vendors of systems, silicon, middleware, tools and applications. Open, royalty-free standard for heterogeneous parallel computing . heterogenous. devices. Devices can consist of CPUs, . GPUs. , embedded processors etc – uses all the processing resources available. Includes a language based on C99 for writing kernels and API used to define and control the devices. Phitchaya. . Mangpo. . Phothilimthana. Jason . Ansel. Jonathan . Ragan-Kelley. Saman. . Amarasinghe. Computer Science and Artificial Intelligence Laboratory. Massachusetts Institute of Technology. J. McCalley. 1. Real-time. Electricity markets and tools. Day-ahead. SCUC and SCED. SCED. Minimize f(. x. ). s. ubject to. h. (. x. )=. c. g. (. x. ). <. . b. BOTH LOOK LIKE THIS. SCUC: . x. contains discrete & continuous variables.. K. ainz. Overview. About myself. Motivation. GPU hardware and system architecture. GPU programming languages. GPU programming paradigms. Pitfalls and best practice. Reduction and tiling examples. State-of-the-art . Date Monday June 17 2013 till Thursday June 20 2013TimeVenue Included 2 Co31ee Breaks and a Lunch EE Short CourseTopics to be CoveredDue to the limited space RSVP is required byemailing the local coo The Desired Brand Effect Stand Out in a Saturated Market with a Timeless Brand The Desired Brand Effect Stand Out in a Saturated Market with a Timeless Brand Latham Water District. Mohawk View Laboratory. Where is Latham, NY?. Latham Water District. District was created in 1929.. Initial plant completed in 1969 – 20 MGD capacity.. 2005 completed $24 Million expansion.. S. Farinon. , A. Bersani, B. Caiffi, A. . Gagno, F. Levi, D. Novelli, A. Pampaloni. 11/09/2023. ROXIE Users Workshop. 11/09/2023. ROXIE Users Workshop. ROXIE Version 10.2.1. 2D & 3D magnet design (.