PPT-Object Initialization in X10

Yoav Zibin David Cunningham Igor Peshansky Vijay Saraswat IBM TJ Watson Research Center Google Labs ex IBMers ECOOP2012 Avoid access to uninitialized fields Wellstudied problem in Java. Async. -Finish Parallelism. Jonathan K. Lee, Jens . Palsberg. Presented By- . Vasvi. . Kakkad. Outline. Introduction. Featherweight X10. May-Happen-in-Parallel Analysis. Type Inference. Context-insensitive Analysis. . EM/. Posterior Regularization . (. Ganchev. et al, 10). E-step:. M. -step: . argmax. w. . E. q. . log . P . (. x. , . y. ; . w. ). Hard EM/. Constraint driven-learning (Chang et al, 07). E-step. J. Komppula. &. JYFL . ion source . group. University of . Jyväskylä. Department . of . Physics. Finland. Motivation. Diagnostics challenging. Experimental plasma parameters. R. i. . =. . n. e. Prof Wladimir . Lyra. Live Oak, 1119-G. Office Hours: Mon 4pm-5pm. Class hours: Mon/Wed 5pm-6:15pm. Formation by Core Accretion. Inward of snowline. Accreting . rocky cores. (small). Outward of snowline. for. Computer Graphics. Training . Neural . Networks II. Connelly Barnes. Overview. Preprocessing. Initialization. Vanishing/exploding gradients problem. Batch normalization. Dropout. Additional neuron types:. for Billion-Scale Graph Analytics. Miraj Kheni. Authors: . Toyotaro. . Suzumura. , . Koji Ueno. ScaleGraph. : Motivations. Growing interest in the field of large-scale graph mining. Achieving high performance and low software complexity at the same time. . Qiyue Wang. Oct 27, 2017. 1. Outline. Introduction. Experiment setting and dataset. Analysis of activation function. Analysis of gradient. Experiment validation and conclusion . 2. Introduction. WU8I36/4336/2NZ8I36/43/2N97UO59OF53K2NSG2OTG6L982N33G83UPRSPLURNLU234V234MH5J2NG683OSRTNTWWRUWWKK9H683GKG5J2RNGPRUNONRMOP49O88GOIGR8UMPRUUO23363M26JD66/Gx 1 062STLU85/PL7MRBCE26336323D66GAG63MA63M266x FsEP09fOgARADIOCHEMICALMETHODDEVELOPMENTTIMitchellDEricksonJosephHAldstadtJorgeSAlvaradoJeffreySCrainKentAOrlandiniLesaLSmithEnvironmentalResearchDivisionandChemicalTechnologyDivisionArgonneNationalLa nrrrrnrnn-r /0112nrr3 -4n5678622r699822r6nn222 4n2222r982n 86r2nn 8r6n nn8 n9822242nn44nn292-4-x101 n9 8x101 n924n4n926 n44-2r6 8222 2222399n25 x1017n9 n86n8r6n3944n5x101x10126 n nn9--n8 2n x101r2n23 123rr4rnr5322n4463532nnnrn7nn nn5nrn8 93233235/332351-9nn025x10425x1040/23/23929 999/910Arrnnrnnn/5x00008Bnnnnnnnnnrnn nnn28n26C2/8nnn nnnnnnnnnn//92 C/nnnnnnnnnnnnnn8D489D89D89D19Dnnn8D8D8Dn8D89D8D8D ///0r01nnrrnnnrnnrrnnrnn nrnrnnrnnrnrrrnnrrrnrnrnnnrrnnr-rnrrnrrnnrnrrrnnr/rnrr0rnrrnrrrnnrrnnnnnnnrnnrrnrrnnrnrrrrnrrnnrrrnrnnnnnrrrnnrnnn1nnnnrrrnnnnnrnrnrnnnnnr2rrrnnrrnrnnnrrrnrnnnnrnnrn3nrnrrnrnn Y. Kim, C. . Fallin. ,. D.. Lee, . R. . Ausavarungnirun. , . G. . Pekhimenko. , Y. . Luo. , . O. Mutlu, . P. B. Gibbons, M. A. . Kozuch. , T. C. Mowry. . Vivek Seshadri. Executive Summary. Bulk data copy and initialization. Allocations, Monitoring Allocations, Loading Budgets. . SUE WILLIS, EXECUTIVE DIRECTOR BUDGET AND FINANCE, WWCC. BUILDING THE OPERATING BUDGET. Create Excel Workbooks. Summary Workbook. Differences Workbook.