PPT-FAT-GPU: Formal Analysis Techniques for GPU Kernels

Alastair Donaldson Imperial College London wwwdocicacukafd afdimperialacuk Tutorial at HiPEAC 2013 Berlin Supported by the FP7 project CARP Correct and Efficient Accelerator Programming. g BinetCauchy kernels However such approaches are only applicable to time series data living in a Euclidean space eg joint trajectories extracted from motion capture data or feature point trajectories extracted from video Much of the success of rec To describe such techniques is the purpose of this chapter based on researc h conducted by the author and his colleagues on British interviews over the p ast two decades eg Bull Mayer 1993 Bull 1994 Bull Palmer Elliott Walker 1996 Bull 2003 To th A . Comedy. , in Some . Small Number . of Parts. Presented for your . Edification. and . Approbation. by. D. Hunter . Esq. PhD. Prologue. The Setup. In which Our . slightly-haggard . and Visibly-Ageing Protagonist outlines the . Also known as “meta-data”. April 2016. Comments in SPICE Kernels. 2. Comments, also called “meta-data,” are information that describe the context of kernel data, i.e. “data about data”. Comments are provided inside kernels as plain text (prose). April 2016. Porting Kernels. 2. Porting Issues - 1. Data formats vary across platforms, so data files created on platform “X” may not be usable on platform “Y.”. Binary. . formats. : different platforms use different bit patterns to represent numbers (and possibly characters).. Rhetorical Analysis. AP Lang & Comp. What are Rhetorical Techniques?. The effective use of words to persuade or influence.. Includes ethos, logos and pathos.. Includes tone, diction, details, imagery, figurative language, humor, syntax, etc, etc, etc.. Testing Without Executing the Code. Pavlina Koleva. Junior QA Engineer. WinCore. . .  . Telerik QA Academy. Table of Contents. Static . Techniques – Main Concepts. Static Analysis by . April 2016. Agenda. Overview. Kernel architecture. Producing kernels. Using kernels. Introduction to Kernels. 2. Introduction to Kernels. 3. What is a SPICE “Kernel”. “Kernel” means file. “Kernel” means a file . Ross McIlroy, Chris Hawblitzel, Galen Hunt. Microsoft Research. Helios: Heterogeneous Multiprocessing with Satellite Kernels. 1. Problem: HW now heterogeneous. Heterogeneity . ignored. by operating systems. Perceptrons. The . perceptron. A. B. instance. . x. i. Compute: . y. i. = . sign(. v. k. . . . x. i. . ). ^. y. i. ^. y. i. If mistake: . v. k+1. = . v. k. + . y. i. . x. i. . x . is a vector. Pipeline . Parallelism from . Multiple . Dependent Kernels for . GPUs. Gwangsun Kim, . Jiyun Jeong, John Kim. Mark Stephenson. GPU Background. CTA. Kernel grid. CTA (Cooperative Thread Array). or Thread block. https://www.youtube.com/watch?v=9neybpOvjaQ. . Critique is a tough but necessary part of artistic growth.. If no one ever pointed out your blind spots, you’d never achieve as much as you could have. Staying in a cushy place surrounded only by people who agree with you is a comfortable place to be – but you won’t grow to your full potential if you stay there.. and . Distributional. Semantics. :. Between. . Syntactic. . Structures. and . Compositional. . Distributional. Semantics. Fabio Massimo . Zanzotto. ART Group. Dipartimento di Ingegneria dell’Impresa. A film review has 5 major components. Introduction. Plot Summary. Description. Analysis. Conclusion/Evaluation. Introduction. Components of the Intro. Questions to ask. What moment in the film best encapsulates the big idea of the movie?.