Iphone XS Review,Apple Watch Series 1 Review,Ipad
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Survey and Benchmarking of Machine Learning Accelerators
1 Survey and Benchmarking of Machine Learning Accelerators Albert Reuther, Peter Michaleas, Michael Jones, Vijay Gadepally, Siddharth Samsi, and Jeremy Kepner MIT Lincoln Laboratory Supercomputing Center Lexington, MA, USA freuther,pmichaleas,michael.jones,vijayg,sid,[email protected] Abstract—Advances in multicore processors and accelerators components play a major role in the success or failure of an have opened the flood gates to greater exploration and application AI system. of machine learning techniques to a variety of applications. These advances, along with breakdowns of several trends including Moore’s Law, have prompted an explosion of processors and accelerators that promise even greater computational and ma- chine learning capabilities. These processors and accelerators are coming in many forms, from CPUs and GPUs to ASICs, FPGAs, and dataflow accelerators. This paper surveys the current state of these processors and accelerators that have been publicly announced with performance and power consumption numbers. The performance and power values are plotted on a scatter graph and a number of dimensions and observations from the trends on this plot are discussed and analyzed. For instance, there are interesting trends in the plot regarding power consumption, numerical precision, and inference versus training. We then select and benchmark two commercially- available low size, weight, and power (SWaP) accelerators as these processors are the most interesting for embedded and Fig. 1. Canonical AI architecture consists of sensors, data conditioning, mobile machine learning inference applications that are most algorithms, modern computing, robust AI, human-machine teaming, and users (missions). Each step is critical in developing end-to-end AI applications and applicable to the DoD and other SWaP constrained users. -
Zacks Equity Research Zacks Equity Research
September 3, 2019 Zacks Equity Research Zacks Equity Research www.zacks.com 10 S. Riverside Plaza, Suite 1600 - Chicago, Il 60606 Industry Outlook The Zacks Computer – Mini Computers industry comprises prominent companies like Apple (AAPL) and HP (HPQ) that offer devices including smartphones, desktops, laptops, printers, wearables and 3-D printers. Such devices primarily adopt a multi-operating system, multi-architecture strategies using Apple’s iOS, MacOS, Microsoft Windows, Google Chrome and Android operating systems. They predominantly use processors from Apple, Intel (INTC), AMD, Qualcomm (QCOM ), NVIDIA (NVDA), Samsung, Broadcom and MediaTek, among others. Here are the four major industry themes: Expanding screen size, better display and enhanced storage capabilities have been key catalysts driving rapid proliferation of smartphones. This has been well-supported by faster mobile processors from the likes of Qualcomm (Snapdragon-brand), NVIDIA (Tegra X1), Apple (A12 Bionic) and Samsung (Exynos 9609). Moreover, improved Internet penetration and speed along with evolution of mobile apps have made smartphones indispensable for consumers. Further, the improved graphics quality is making smartphones suitable for playing games like PUBG and Fortnite. This is expected to boost demand for high-end smartphones which open up significant opportunities for device makers. Personal computers (desktops and laptops), be it Windows or Apple’s MacOS-based, have been facing the risk of extinction due to rapid proliferation of smartphones and tablets. Shipment of Personal Computers (PCs) has also suffered due to inventory constraints of Intel’s CPU. Stiff competition from smartphones has compelled global PC makers to not only upgrade hardware frequently but also add apps and cloud-based services to attract consumers. -
Ipad Pro 11" Teardown Guide ID: 115457 - Draft: 2021-04-21
iPad Pro 11" Teardown Guide ID: 115457 - Draft: 2021-04-21 iPad Pro 11" Teardown Teardown of the iPad Pro 11", performed on November 9, 2018. Written By: Arthur Shi This document was generated on 2021-04-24 06:01:10 AM (MST). © iFixit — CC BY-NC-SA www.iFixit.com Page 1 of 24 iPad Pro 11" Teardown Guide ID: 115457 - Draft: 2021-04-21 INTRODUCTION The new iPad Pro 11” sports narrower bezels, curvy LCD corners, and cutting edge silicon. This is apparently the iPad Apple dreamed about building from the very beginning, but what we dream about is a device that is easy to repair. Will this iPad fulfill both dreams, or will ours be left in the pipe? There’s only one way to tell—with a teardown! Catch our Tweets, or drift through our Facebook and Instagram pages to keep up with the latest Teardown news! TOOLS: iOpener (1) Suction Handle (1) Phillips #00 Screwdriver (1) T3 Torx Screwdriver (1) iFixit Opening Picks set of 6 (1) Tweezers (1) Rotary Tool (1) Spudger (1) This document was generated on 2021-04-24 06:01:10 AM (MST). © iFixit — CC BY-NC-SA www.iFixit.com Page 2 of 24 iPad Pro 11" Teardown Guide ID: 115457 - Draft: 2021-04-21 Step 1 — iPad Pro 11" Teardown Let's take a look at what sets this Pro iPad apart from its amateur peers: Fully laminated, 11", LED-backlit, Oxide TFT Liquid Retina display with 2388 × 1668 resolution (264 ppi), featuring ProMotion Technology Octa-core Apple A12X Bionic custom processor, with M12 motion coprocessor and integrated 7- core GPU 12 MP rear camera with 4K video recording at 60 fps, and 7 MP TrueDepth camera with 1080p video Self-balancing, four-speaker audio Face ID, five microphones, ambient light sensor, accelerometer, barometer, and 3-axis gyro 802.11a/b /g /n /a c dual band MIMO Wi-Fi + Bluetooth 5.0 64 GB, 256 GB, 512 GB, or 1 TB of on-board storage This document was generated on 2021-04-24 06:01:10 AM (MST). -
Sigurnost Apple Platforme Proljeće 2020
Sigurnost Apple platforme Proljeće 2020. Sadržaj Uvod u sigurnost Apple platforme 5 Obveza za sigurnost 6 Sigurnost hardvera i biometrija 8 Pregled sigurnosti hardvera 8 Secure Enclave 9 Dedicirani AES modul 10 Touch ID i Face ID 12 Hardversko isključivanje mikrofona u Macu i iPadu 17 Express Card kartice sa štednjom energije u iPhoneu 17 Sigurnost sustava 18 Pregled sigurnosti sustava 18 Generiranje nasumičnih brojeva 18 Sigurno podizanje sustava 19 Sigurnosna ažuriranja softvera 28 Integritet sustava OS u sustavu iOS i iPadOS 29 Integritet sustava OS u sustavu macOS 31 Sigurnost sustava watchOS 37 Enkripcija i zaštita podataka 40 Pregled enkripcije i zaštite podataka 40 Kako Apple štiti osobne podatke korisnika 40 Uloga Apple sustava datoteka 41 Zaštita podataka u sustavu iOS i iPadOS 42 Enkripcija u sustavu macOS 48 Šifre i lozinke 54 Autentikacija i digitalno potpisivanje 56 Zbirke ključeva 58 Sigurnost Apple platforme 2 Sigurnost aplikacija 61 Pregled sigurnosti aplikacija 61 Sigurnost aplikacija u sustavu iOS i iPadOS 62 Sigurnost aplikacija u sustavu macOS 67 Sigurnosne značajke u aplikaciji Bilješke 70 Sigurnosne značajke u aplikaciji Prečaci 71 Sigurnost usluga 72 Pregled sigurnosti usluga 72 Apple ID i Upravljani Apple ID 72 iCloud 74 Upravljanje šiframa i lozinkama 78 Apple Pay 85 iMessage 97 Dopisivanje s poduzećem 100 FaceTime 101 Pronalaženje 101 Kontinuitet 105 Sigurnost mreže 109 Pregled sigurnosti mreže 109 Sigurnost TLS mreže 109 Virtualne privatne mreže (VPN-ovi) 110 Sigurnost Wi-Fi mreže 111 Sigurnost Bluetootha 114 -
Apple Ipad Pro Wi-Fi Cellular 12.9" 512GB Sølv Apple Ios 12 Beskrivelse Apple 12.9-Inch Ipad Pro Wi-Fi + Cellular - 3
Apple iPad Pro Wi-Fi Cellular 12.9" 512GB Sølv Apple iOS 12 Beskrivelse Apple 12.9-inch iPad Pro Wi-Fi + Cellular - 3. generation - tablet - 512 GB - 12.9" IPS (2732 x 2048) - 4G - LTE - sølv Features Passer til selv dine allerstørste idéer Med sin Retina-skærm på 5,6 millioner pixels er iPad Pro den iOS-enhed, der har den højeste skærmopløsning. Den 12,9" store skærm gør alt, hvad du gør - redigering af 4K-video, design af præsentationer, drift af en virksomhed - lettere, hurtigere og mere involverende. Og Multi-Touch- undersystemet har fået nyt design, som giver dig flere måder at interagere med iPad på. Apples stærkeste iPad Kernen i iPad Pro er den nye A9X, Apples tredjegenerationsprocessor, der har 64-bit-arkitektur som på stationære computere. Den sikrer op til 1,8 gange hurtigere CPU-ydelse og leverer dobbelt så stor grafisk ydeevne som iPad Air 2. Så selv de mest krævende apps kører uden problemer. Oplevelsen bliver bedre for hvert tryk iOS 9 er verdens mest intuitive, avancerede og sikre mobile styresystem. Det hjælper dig til at blive mere produktiv og kreativ takket være de nye funktioner, som udnytter iPad Pro's store ydeevne fuldt ud. Multitasking gør det nemt at have to apps kørende på samme tid. Og iPad kan bruges til endnu mere takket være forbedrede funktioner på tværs af systemet som f.eks. Siri og Spotlight-søgning. Hvis det føles, som om iOS 9 og iPad Pro er designet til at arbejde sammen, så er der noget om snakken. Det er de nemlig. -
Computer Systems and Networks ECPE 170 – Jeff Shafer – University of the Pacific Introduction 2 a Modern Computer – Iphone XS
ì Computer Systems and Networks ECPE 170 – Jeff Shafer – University of the Pacific Introduction 2 A Modern Computer – iPhone XS Computer Systems and Networks Spring 2021 3 Applications Computer Systems and Networks Spring 2021 4 Application – Pokemon Go ì Written in a high level language (Objective C) ì What resources does Pokemon Go need to run? (i.e. what does the executable file need to execute?) ì Hardware ì Processor(s) – Run program, display graphics, … ì Memory – Store programs, store data ì I/O – Touch screen, storage, network, 3-axis gyro, … ì Software - Operating system Computer Systems and Networks Spring 2021 5 Software - Operating System ì Apple iOS – Used in iPads, iPhones, iPods, Apple TV ì Variant of Mac OS X operating system used on traditional Macs ì What are some jobs of this operating system? ì Manage hardware ì Manage applications (multitasking) ì Written in high-level languages ì C, C++, OBjective C (varies By component) ì Can we run this code directly on the processor? Computer Systems and Networks Spring 2021 6 Software - Compilers / Interpreters ì These are programs that build other programs! ì Goal: Convert high-level languages into machine code that can Be directly executed By hardware ì Examples ì Apple Xcode ì Microsoft Visual Studio ì What’s the difference between a compiler and interpreter? Computer Systems and Networks Spring 2021 7 Hardware Computer Systems and Networks https://www.ifixit.com/Teardown/iPhone+XS+and+XS+Max+Teardown/113021 Spring 2021 8 Hardware Apple A12 64-bit Processor + 4GB of RAM (layered) -
Single Chip and Multi Chip Integration
2019 Edition Chapter 8: Single Chip and Multi-Chip Integration http://eps.ieee.org/hir The HIR is devised and intended for technology assessment only and is without regard to any commercial considerations pertaining to individual products or equipment. We acknowledge with gratitude the use of material and figures in this Roadmap that are excerpted from original sources. Figures & tables should be re-used only with the permission of the original source. October, 2019 Table of Contents To download additional chapters, please visit Table of Contents http://eps.ieee.org/hir CHAPTER 1: HETEROGENEOUS INTEGRATION ROADMAP: OVERVIEW .......................................................................... 1 CHAPTER 2: HIGH PERFORMANCE COMPUTING AND DATA CENTERS ............................................................................. 1 CHAPTER 3: THE INTERNET OF THINGS (IOT) .................................................................................................................. 1 CHAPTER 4: MEDICAL, HEALTH & WEARABLES ............................................................................................................... 1 CHAPTER 5: AUTOMOTIVE ............................................................................................................................................ 1 CHAPTER 6: AEROSPACE AND DEFENSE ......................................................................................................................... 1 CHAPTER 7: MOBILE ..................................................................................................................................................... -
Evolution of Apple's “A” Series Processors
Vinay Nagrani Journal of Engineering Research and Application www.ijera.com ISSN: 2248-9622 Vol. 8, Issue 12 (Part -II) Dec 2018, pp 71-77 RESEARCH ARTICLE OPEN ACCESS Evolution of Apple's “A” Series Processors Vinay Nagrani*, Mr. Amit S. Hatekar** *(Research Scholar, Department of Electronics and Telecommunication, Thadomal Shahani Engineering College, Mumbai-50 ** (Assistant Professor, Department of Electronics and Telecommunication, Thadomal Shahani Engineering College, Mumbai-50 Corresponding Author : Vinay Nagrani ABSTRACT Apple's known to be a company which embraces in-house technology. While other companies outsource, Apple likes to keep things in-house whenever potential and therefore the chips found in iOS devices are no exception whereas other smartphones makers rely on Qualcomm, Mediatek and Intel for chipsets. Apple houses its own team of engineers to work on designs exclusive to their devices and it all began in 2008 when Apple purchased a small semiconductor company called P. A. Semi (i.e. Palo Alto Semiconductor). With a continuous thrive to push the human race forward, Apple‟s been exploiting the smartphones industry to the very limits possible. The first "Systems on Chip" (SoC) was used in the first iPhone in 2007 it was called the APL0098. A12X, which is the latest chipset by Apple, stands out to be the most advanced processor ever found on a Smartphone. The latest generation of Apple processors are manufactured by TSMC Keywords – Apple Processors, Face ID, FinFET, System on Chip (SoC), Touch ID, ----------------------------------------------------------------------------------------------------------------------------- --------- Date of Submission: 20-12-2018 Date of Acceptance: 04-01-2019 -------------------------------------------------------------------------------------------------------------------------------------- I. INTRODUCTION chipset. The original iPhone housed AAPL0298 with With the advancement in digital age, Apple single thread clock speed of 0.41GHz. -
Better Than Your Bank,FIFA 2020 – Information And
Revolut – Better Than Your Bank What is Revolut? Revolut is a banking alternative in the UK. The app is currently used worldwide due to very low commissions. Cards Revolut offers 3 types of cards with various advantages: Standard is free and offers free withdrawals from ATMs up to 200€. Premium costs 6.35 euros per month and offers you unlimited free exchange, free withdrawals from ATMs up to 400 € per month, access to airport lounges. (available in silver, pink and space gray colors) Metal costs 11.65€ per month and offers you unlimited free currency exchange, free withdrawals from ATMs up to 600€ per month, free travel delay insurance, a free access in an airport lounge. (available in black, pink, gold, space gray and white colors) A very useful thing, compared to a normal bank, there is no waiting time for money transfers between Revolut cards, so you won’t waste your time. In order to top up your Revolut card you can use a card from a regular bank, the only option available at the moment. Security The safety of the money is the most important thing, and Revolut excels at this. From the Revolut application you can activate or deactivate for your security the contacless payments, withdrawals from the ATM, online transactions and you cannot pay by card if you don’t have the phone with the application near the card. About app The Revolut app offers you advantages that you cannot find at a regular bank: It gives you statistics where you can see how you spent your money each month. -
Apple Ios 13 on Iphone and Apple Ipados 13 on Ipad Mobile Devices
Apple Inc. Apple iOS 13 on iPhone and Apple iPadOS 13 on iPad Mobile Devices Security Target PP_MD_V3.1 with MOD_MDM_AGENT_V1.0, MOD_VPN_CLI_V2.1, PP_WLAN_CLI_EP_V1.0 Version 1.7 2020-11-10 VID: 11036 Prepared for: Prepared by: Apple Inc. atsec information security Corp. One Apple Park Way 9130 Jollyville Road, Suite 260 MS 927-1CPS Austin, TX 78759 Cupertino, CA 95014 www.atsec.com www.apple.com © 2020 Apple Inc. This document may be reproduced and distributed only in its original entirety without revision VID: 11036 Table of Contents Revision History ........................................................................................................................... 8 1 Security Target Introduction .............................................................................................. 10 1.1 Security Target Reference ........................................................................................... 10 1.2 TOE Reference ............................................................................................................. 10 1.3 TOE Overview ............................................................................................................... 10 1.4 TOE Description ............................................................................................................ 11 1.4.1 General information .......................................................................................... 11 1.4.2 Obtaining the mobile devices ......................................................................... -
2019 Technology Outlook
Global Information Technology 7 January 2019 2019 Technology Outlook A year of new leadership We see 2 milestones in 2019: 1) BigData/IoT overtaking MCD in revenue terms, 2) 5G kicking off, helping boost the new demand cycle We expect compound-semiconductor makers to capture the most Rick Hsu incremental value from the 5G cellular upgrade (886) 2 8758 6261 We flag 4 secular themes for investment — bandwidth (5G/FO), HMI [email protected] (3D/multi-cam), AI and density — and 15 related stock picks Robert Hsu (886) 2 8758 6251 [email protected] See important disclosures, including any required research certifications, beginning on page 115 Global Information Technology 7 January 2019 2019 Technology Outlook A year of new leadership We see 2 milestones in 2019: 1) BigData/IoT overtaking MCD in revenue terms, 2) 5G kicking off, helping boost the new demand cycle We expect compound-semiconductor makers to capture the most Rick Hsu incremental value from the 5G cellular upgrade (886) 2 8758 6261 We flag 4 secular themes for investment — bandwidth (5G/FO), HMI [email protected] (3D/multi-cam), AI and density — and 15 related stock picks Robert Hsu (886) 2 8758 6251 [email protected] What's new: 2018 was the Year of the Dog for many tech stocks in Asia, with Daiwa’s 2019 tech picks the sector hit by turbulence caused by trade tensions, crypto volatility and Stock Ticker Rating TP* iPhone weakness, on top of investors’ inflated expectations. With expectations Bandwidth since reset, valuations rationalised, inventory manageable, and demand MediaTek 2454 TT Buy 280 Inari INRI MK Buy 2.25 diversified, 2019 should be a “refresh” year for investment with new demand SEMCO 009150 KS Buy 172,000 leadership. -
June 2006 Nl
VOLUME 31, NUMBER 6 MAIN LINE MACINTOSH USERS GROUP JUNE 2020 FOUNDED MAY 1989 MEETINGS - SECOND SOME WEBSITES SATURDAY OF THE MONTH 13-inch MacBook Pro vs MacBook Air: Buy this or buy that? If you're in the market to buy a new laptop, you ought to FOCUS - HARDWARE & iPHONE read this article. bit.ly/376F6aP. Quad 9 DNS Servers. Last m o n t h ’ s E x p e r t P a n e l ASK THE EXPERTS PANEL discussed Domain Name Services (DNS). For more detail Because of coronavirus conditions, MLMUG has postponed our Annual Picnic. on how a DNS Server works Instead, we will have an Ask the Experts Zoom meeting from Noon to 2 pm this and to change your preferred coming Saturday, June 13, 2020. DNS, try bit.ly/2MA3dVF and bit.ly/2YanCGe. Our Expert Panel will hopefully consist of Bob Barton, Nick Iacona, Mike Inskeep, and Adam Rice. Bored During Self-Isolation? 1 0 0 + T i p s f o r S t a y i n g Entertained and Engaged. Many more tips than you can possibly use. Choose what you like. bit.ly/3gZx3RB. The 10 Best Free Netflix Alternatives of 2020. Explanations of like and don’t like for additional streaming programs. Very useful for cord cutters. bit.ly/2A9cJwr. iPhone SE vs iPhone XR vs iPhone 11. bit.ly/2YcLGIw. JUNE “PICNIC LOCATION” WE WILL AGAIN MEET VIA ZOOM. GO TO ZOOM.US/DOWNLOAD TO DOWNLOAD THE APP. CLICK ON DOWNLOAD IN THE BIG BLUE BOX NEAR THE TOP CENTER.