PPT-Accelerating MATLAB Image Processing Toolbox Functions on GPUs

Jingfei Kong Martin Dimitrov Yi Yang Janaka Liyanage Lin Cao Jacob Staples Mike Mantor Huiyang Zhou Motivation With high memory bandwidth and teraflops computing capability Graphics Processor Units GPUs become quite attractive for accelerating general purpose applications. Programming, part 3. MATLAB is a . vectorized. high level language. . Requires change in programming style (if one already knows a non-. vectorized. programming language such as Fortran, C, Pascal, Basic, etc.). Kalyx McDonald. Mississippi . Valley State University. Mentor. John Paden. The University of Kansas. Overview. Abstract. Purpose. Introduction . MATLAB/Photoshop Interface. Bas Relief . MATLAB/Photoshop . Going Beyond Serial MATLAB Applications. MATLAB . Desktop (Client). Worker. Worker. Worker. Worker. Worker. Worker. Programming Parallel Applications (CPU). Built-in support. with t. oolboxes. Ease of Use.  . G. Riddone. 25.06.2010. CLIC meeting . Contribution from R. Nousiainen, J. Huopana, T. Charles. Content . Recall of main issues. Recall of module heat dissipation . Module cooling scheme. Thermo-mechanical analysis: . Overview. What’s in the toolboxes. Learn basic techniques to use them. Using MATLAB’s built in help and demos. Setup. Log in to your machines. Start MATLAB. Open a web browser and type in:. http://tinyurl.com/uta-tut. Wendy Thomas. Associate Professor of Bioengineering . University of Washington. 1. My Teaching Experience. . Bioen. 201 (2008 – 2010) sophomore core: intro to mathematical programming (5 weeks) and circuits (5 weeks). Greg Reese, . Ph.D. Research Computing Support Group. Academic Technology Services. Miami University. . October 2013. MATLAB Signal Processing Toolbox. © 2013 Greg Reese. All rights reserved. 2. Toolbox. MATLAB Speech Processing Code. MATLAB GUI Implementations. 1. Lecture_3_2013. Graphical User Interface. GUI Lite 2.6. 2. Waveform Strips Plot. 3. Basics. How do we rapidly and efficiently create a GUI for problems like the one shown above?. CIS 2033 Section 003. Djordje Gligorijevic, Temple University, . Fall 2015. About MATLAB. MATLAB (. MAT. rix. . LAB. oratory. ) is a high level language made for:. Numerical Computation (Technical computing). Bode Plots, and . Complex Numbers. Defining a Vector. Three elements. t=[0,.1,3] or t=[0 .1 3]. t = 0 0.1000 3.0000. Four Elements. t=[0:3]. t = 0 1 2 3. Elements that include 0, then 0.1, and then increments of 1 until it reaches the largest number ≤ 3. Greg Reese, . Ph.D. Research Computing Support Group. Academic Technology Services. Miami University. . October 2013. MATLAB Signal Processing Toolbox. © 2013 Greg Reese. All rights reserved. 2. Toolbox. S.V. Kuzikov. 1. , A.A. Vikharev. 1. , J.L. Hirshfield. 2,3. 1. Institute of Applied Physics RAS, Nizhny Novgorod, Russia. 2. Yale University, New Haven, CT, USA. 3. Omega-P, Inc., New Haven, CT, USA. Research Computing Services. Boston . University. GPU Programming. Access to the SCC. Login: . tuta#. Password: . VizTut#. GPU Programming. Access to the SCC GPU nodes. # copy tutorial materials: . Research Analytics. Research Analytics. Formerly the Stat/Math Center. A group within the Research Technology (RT) division of University Information Technology Services (UITS). S. upport, consultation, and administration .