PPT-Power Characteristics of Irregular GPGPU Programs

Jared Coplin and Martin Burtscher Department of Computer Science 1 Introduction GPUbased accelerators Used in highperformance computing Spreading in PCs and handheld devices 2 Power Characteristics of Irregular GPGPU Programs . MCLM : 1 | Page ANNEXURE 5 UNAUTHORISED, IRREGULAR, FRUITLESS AND WASTEFUL EXPENDITURE POLICY MOGALE CITY LOCAL MUNICIPALITY MCLM : UNAUTHORIZED, IRREGULAR, FRUITLESS AND WASTEFUL EXPENDITURE POL Ang. . Li. University . of . Wisconsin-Madison. Outline. Brief Introduction of Background. Implementation. Evaluation. Conclusion. 3/20/2013. 2. NVIDIA GTC 2013. Background. JPEG Encoding. Parallelism Seeking. Condor Week 2012. Bob Nordlund. Grid Computing @The Hartford…. Using Condor in our production environment since 2004. Computing Environment. Two pools (Hartford, CT and Boulder, CO). Linux central managers and schedulers. Adverbs. Adverbs. Describe or modify verbs, adjectives, and other adverbs, and they usually end in -. ly. . Example: . The ball goes . exactly. . where. . Diego wants it to go.. Irregular . Adverbs. There are several irregular verbs in the preterite. In this presentation, we’ll take a look at the most important ones.. Can you guess…?. Here are some . irregular preterite . forms. Can you guess what the . Graphics Processing Unit (GPU). GPU is the . chip . in computer video cards, PS3, Xbox, . etc. Designed to realize the 3D graphics pipeline. Application .  Geometry  Rasterizer image. GPU development:. Adverbs. Adverbs. Describe or modify verbs, adjectives, and other adverbs, and they usually end in -. ly. . Example: . The ball goes . exactly. . where. . Diego wants it to go.. Irregular . Adverbs. Christopher Fritz. CSE691, May 2015. cvfritz@buffalo.edu. Agenda. Background – fine-grained power gating. Background – GPGPU . Prior Art. Our fine-grained value-based power gating . method. Ispass. Directions:. Pull a card and move your marker to the closest square of that color. Then change the present tense verb to it’s irregular past tense. If you get it correct you may stay there. If you get it wrong go back to where you were. If you get a catch card, . Why is GPU in the picture. Seeking . exa. -scale computing platform. Minimize . power per operation.. Power is directly correlated to the area in the processing chips.. Regular CPU. . – what are the chip areas going into?. Grammar Toolkit. Irregular. . verbs. . Grammar Toolkit. Irregular. . verbs. . Most verbs form the past tense and . past . participle in a regular way. .. kick kicked kicked cry cried cried. Niladrish Chatterjee. Mike O’Connor. Gabriel H. . Loh. Nuwan. . Jayasena. Rajeev . Balasubramonian. Irregular GPGPU Applications. Conventional GPGPU workloads access vector or matrix-based data structures. Yo. verbs are those that when conjugated, are irregular in the “. yo. ” subject and regular for the other subjects. . . Ex. . Yo. . digo. . (. decir. ) . Irregular . Yo. Verbs 1. decir. =to say/tell. . Fisica. . Nucleare. (INFN). Italy. Accelerated Computing support . in EGI-Engage. Marco.Verlato (at pd.infn.it). Task part of WP4 (JRA2): Platforms for the Data Commons. Expand the EGI federated Cloud platform with new .