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Programming Massively Parallel Processors: A Hands-on Approach
Get Free Ebook Programming Massively Parallel Processors: A Hands-on Approach
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Review
"For those interested in the GPU path to parallel enlightenment, this new book from David Kirk and Wen-mei Hwu is a godsend, as it introduces CUDA (tm), a C-like data parallel language, and Tesla(tm), the architecture of the current generation of NVIDIA GPUs. In addition to explaining the language and the architecture, they define the nature of data parallel problems that run well on the heterogeneous CPU-GPU hardware ... This book is a valuable addition to the recently reinvigorated parallel computing literature." - David Patterson, Director of The Parallel Computing Research Laboratory and the Pardee Professor of Computer Science, U.C. Berkeley. Co-author of Computer Architecture: A Quantitative Approach "Written by two teaching pioneers, this book is the definitive practical reference on programming massively parallel processors--a true technological gold mine. The hands-on learning included is cutting-edge, yet very readable. This is a most rewarding read for students, engineers, and scientists interested in supercharging computational resources to solve today's and tomorrow's hardest problems." - Nicolas Pinto, MIT, NVIDIA Fellow, 2009 "I have always admired Wen-mei Hwu's and David Kirk's ability to turn complex problems into easy-to-comprehend concepts. They have done it again in this book. This joint venture of a passionate teacher and a GPU evangelizer tackles the trade-off between the simple explanation of the concepts and the in-depth analysis of the programming techniques. This is a great book to learn both massive parallel programming and CUDA." - Mateo Valero, Director, Barcelona Supercomputing Center "The use of GPUs is having a big impact in scientific computing. David Kirk and Wen-mei Hwu's new book is an important contribution towards educating our students on the ideas and techniques of programming for massively parallel processors." - Mike Giles, Professor of Scientific Computing, University of Oxford "This book is the most comprehensive and authoritative introduction to GPU computing yet. David Kirk and Wen-mei Hwu are the pioneers in this increasingly important field, and their insights are invaluable and fascinating. This book will be the standard reference for years to come." - Hanspeter Pfister, Harvard University "This is a vital and much-needed text. GPU programming is growing by leaps and bounds. This new book will be very welcomed and highly useful across inter-disciplinary fields." - Shannon Steinfadt, Kent State University "GPUs have hundreds of cores capable of delivering transformative performance increases across a wide range of computational challenges. The rise of these multi-core architectures has raised the need to teach advanced programmers a new and essential skill: how to program massively parallel processors." – CNNMoney.com "This book is a valuable resource for all students from science and engineering disciplines where parallel programming skills are needed to allow solving compute-intensive problems."--BCS: The British Computer Society’s online journal
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From the Back Cover
Programming Massively Parallel Processors: A Hands-on Approach shows both student and professional alike the basic concepts of parallel programming and GPU architecture. Various techniques for constructing parallel programs are explored in detail. Case studies demonstrate the development process, which begins with computational thinking and ends with effective and efficient parallel programs.
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Product details
Paperback: 280 pages
Publisher: Morgan Kaufmann; 1 edition (February 5, 2010)
Language: English
ISBN-10: 0123814723
ISBN-13: 978-0123814722
Product Dimensions:
7.5 x 0.6 x 9.2 inches
Shipping Weight: 1.2 pounds
Average Customer Review:
3.7 out of 5 stars
32 customer reviews
Amazon Best Sellers Rank:
#714,451 in Books (See Top 100 in Books)
The book contains everything a C programmer needs to learn to be able to program NVIDIA GPUs using CUDA: the device architecture, the memory model, the execution model, and optimization techniques. Unfortunately, the book is also often infuriatingly repetitive and wordy. The authors belong to the tell-them-what-you-are-going-to-say-then-say-it-then-tell-them-what-you-said school of writing --- at the paragraph granularity. As a result, the last one or two sentences of a very great number of paragraphs are a mindless repetition of the first sentence of the same paragraph. And explanations are often far longer than they need to be, given that their target reader is a C programmer. For example, their multi-paragraph explanation of "row-major" order can be replaced with the single sentence "Just as in C; look at the picture." In another case, they provide an example of a topic using the "max" function, and then they actually go on to provide another (isomorphic) example using the "min" function! If you want to learn CUDA, you will learn it from this book, but be prepared to do a lot of skimming. Incidentally, the fact that CUDA requires a syntactic extension to C is a horrible botch.
I think this book was written with the beginner in mind - if you're new to CUDA and having issues with understanding NVIDIA's documentation on the subject then this is the book to get. The author(s) took time to clarify and solidify some of the more difficult terms to understand e.g. memory bandwidth utilization, optimizing strategies but there are shortcomings in the book and two i could think of are typos (this really an issue cos it happens to every other book i've read) and the other would be using more examples to solidify concepts and illustrating them.In a nutshell, a great beginner's book but not a handbook sort of book.
This book is a much better introduction to programming GPUs via CUDA than CUDA manual, or some presentation floating on the web. It is a little odd in coverage and language. You can tell it is written by two people with different command of English as well as passion. One co-author seems to be trying very hard to be colorful and looking for idiot-proof analogies but is prone to repetition. The other co-author sounds like a dry marketing droid sometimes. There are some mistakes in the codes in the book, but not too many since they don't dwell too long on code listings. In terms of coverage, I wish they'd cover texture memories, profiling tools, examples beyond simple matrix multiplication, and advice on computational thinking for codes with random access patterns. Chapters 6, 8, 9, and 10 are worth reading several times as they are full of practical tricks to use to trade one performance limiter for another in the quest for higher performance.
The reason why I bought this book is because it has MRI example in Chapter 8. Although this specific example helps me at last, I was frustrated because when I first copy and paste the code, it didn't work. It took some time to figure out what went wrong, and there were errors in the code, not just one. I really hope this has been addressed and fixed in 2012 version.
a very interesting book written in such a manner that can readily be understood about this very complicated topic and leaving the reader with many interesting ideas to think about and many ideas to imagine to create his own computer and go beyond
This book fills a nice gap between the SDK samples, technical specifications, and online course content. If you are just getting started with GPGPU computing, this book leads you smoothly through the computation model, hardware architecture, and the programming model required to take advantage of the hardware.As others have pointed out, this is not a large book and fairly expensive. But, for the first book on the market it's surprisingly useful, effective, and readable. Definitely recommended for newcomers to the platform. Experienced GPGPU developers should only pick it up as a "hand out" for the people you need to train up, though.
This book provides a very good introduction into the topic of massive multiprocessing. I didn't follow the examples because utlimately I haven't been able to use this technique in my projects, but reading the book gave me the feeling I understand the topic and would be able to put it to good use if I decided to actually use it.
I had used the "CUDA by Example: An Introduction to General-Purpose GPU Programming" book as a primer to CUDA work. Using the information from that book, my first CUDA implementation achieved some improvement in performance, but was not what I had expected. It was only after reading the information in this book that my GPU implementation became what I had hoped it would be. The information allowed me to achieve approximately a 60x improvement in the algorithm, dropping a 7 second implementation in CPU space to less than 1/8 of a second in GPU space.
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Download PDF American Eclipse: A Nation's Epic Race to Catch the Shadow of the Moon and Win the Glory of the World
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Audible Audiobook
Listening Length: 8 hours and 38 minutes
Program Type: Audiobook
Version: Unabridged
Publisher: HighBridge, a Division of Recorded Books
Audible.com Release Date: June 6, 2017
Whispersync for Voice: Ready
Language: English, English
ASIN: B072LK8WB7
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As an amateur astronomer and an amateur historian myself, I was fascinated by this book on multiple levels. Particularly interesting to me were the descriptions of the preparations and anxieties each group of astronomers faced as the 1878 eclipse approached. These same preparations and anxieties are being felt just as strongly today as we await August 21st and what has been dubbed the "Great American Eclipse". The tools of the hunt may have changed, the the quarry remains equally as elusive. What if, after traveling hundreds of miles, we're clouded in? What if a shutter fails to trip? Successful writers of history are able to connect the present with the past. David Baron has definitely accomplished this task.
A delightful account of the national experience of the Eclipse of 1878, and timely as the United States prepares for the Eclipse of 2017. Very enjoyable and excellent study of an important Gilded Age event that tells us much about the American experience in the 1870s. The extensive research is well-balanced with accessible prose that reads like a novel. Historical figures such as Thomas Edison and Maria Mitchell come alive with a personality that is not always apparent in other historical accounts. This is an excellent addition to the history of American science and of the Gilded Age in the US.
On July 29th, 1878, Colorado's "Mile High City" and many other localities in a path stretching from Montana, through Wyoming, Oklahoma and Texas and on to the Gulf of Mexico, would be privy to a rare sight: a Total Solar Eclips. The fledgling United States wanted to establish itself as a major member of the World's science community. To that end most our home-grown scientists and inventors were eager to make observations of this once in a lifetime event. But to reach the "Path of Totally" required a long and sometimes dangerous journey to the very edge of our Civilization, to the Wild, Wild West. In "American Eclipse" journalists and author David Baron traces the trials, tribulations and successes of these men and women, of science on their quest to observe and document this stunning event. Along the way he also looks at the nations political and social climate in the late 19th Century. The book starts out with some background on each of the principal characters involved in the expeditions. Some of these people were familiar to me, like Thomas Edison, while others were less known, like astronomers William Harkness, Simon Newcomb and Astrophotographer Henry Draper. One outstanding character was Maria Mitchell, one of the earliest women astronomers, who faced many challenges during her career in what was mostly a "for men only" profession. However she was determined to prove that a woman could make astronomical observations as good as any man. As for Edison's, well his primary goal was to test his newest, though untested, invention for measuring inferred radiation and registering any temperature changes in the solar corona. As the count down to Totally came to a close the Scientist, and the Nation itself, seemed to hold their collective breathes for the event of the Century. The Kindle edition includes many great illustrations, archival photos and period sketches of locations, people, equipment and the eclipse itself. David Baron's writing perfectly captures the tension of waiting for, and observing, Totality. And the narrative moves along at a fast clip, filled with anticipation that kept me interested throughout the book. As far as I could tell Baron's research was very thorough, giving the narrative an authentic flavor that left me wanting for more. Be sure to read the author's Notes on Sources and extensive Acknowledgments for insights on the author's work ethic. This is truly an excellent book that I recommend for any lovers of science and history. I had no technical or downloading problems with this Kindle edition.Last Ranger
Like a story taken from RadioLab or This American Life, American Eclipse by David Baron, tells the story of the world’s fascination with the total eclipse of the sun, from The Great American Eclipse in July of 1878, to the recent total eclipse on August 21, 2017. The story unwinds through three unlikely characters – Thomas Edison – the inventor, readying to test out an invention, Maria Mitchell, president of the Association for the Advancement of Women, to promote the notion of women in science, and a cosmologist seeking fame, James Craig Watson, and draws correlations and the summary, that an event such as this can and has pulled a nation together- shedding our differences, if only for a day…or, for three minutes of something so fantastic.
Great book -- David Baron ties together a fantastic series of threads with what is, honestly, material that is somewhat dry -- an experiment of Thomas Edison that basically didn't work, the travel drama of a group of pioneering women scientists (and many other scientists) that traveled successfully to see the eclipse but didn't make any earth-shattering discoveries, the claimed discovery of a planet inside Mercury's orbit that was just wishful thinking, a scientists that almost died from altitude sickness but actually recovered fine, etc. It was a great lead-up to the Great American Eclipse of 2017, and will be a great read for the Great North American Eclipse of 2024, the Great Australian Eclipse of 2029, etc.Nick Matzke, researcher, The Australian National University
A thoroughly enjoyable read, well-researched, well-written, and engaging on many levels. I particularly enjoyed the prominence given Vassar Professor of Astronomy Mariah (Ma-RYE-uh) Mitchell and her expedition. Interspersed with male astronomers, celebrity inventors and scientists, the history of women in astronomy is given a well-deserved prominence with appreciation of their travails and accomplishments. This one will be re-read and is a rich source of historical references.
The author tied social and historic elements into the reporting of the eclipse. The parties described represented different elements in society at the time reflecting politics, science and the press. I read this book right after I observed total solar eclipse so it was particularly significant to me.
We live in the path of totality for the upcoming eclipse and have been somewhat astounded by the intense interest from around the world. This book gave me more of an understanding and appreciation of this rare event. The stories of these scientists and their descriptions of the eclipse will make the viewing a much fuller experience.
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Free PDF Lady Q: The Rise and Fall of a Latin Queen, by Reymundo Sanchez
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Review
"A brutal, chilling firsthand account of how a young person who is raised without positive family values will reach out to a gang to find a support system and a substitute family." —Jesse White, Illinois Secretary of State and founder, the Jesse White Tumblers, an anti-gang and -drug program"A slow-motion riot of drugs, sex, and gunplay." —Publishers Weekly on My Bloody Life"An oftentimes painful, close-up look at the blow-by-blow evolution of a female gang leader." —Gini Sikes, author, 8 Ball Chicks: A Year in the World of Girl Gangs
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About the Author
Reymundo Sanchez is the pseudonym of a former Latin King who no longer lives in Chicago. He is the author of My Bloody Life and Once a King, Always a King and has appeared on Fox News Chicago, Telemundo, and Univision. Sonia Rodriguez is the pseudonym of a former Latin Queen who no longer lives in Chicago.
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Product details
Paperback: 288 pages
Publisher: Chicago Review Press; 1 edition (July 1, 2010)
Language: English
ISBN-10: 9781569762851
ISBN-13: 978-1569762851
ASIN: 1569762856
Product Dimensions:
6 x 0.6 x 9 inches
Shipping Weight: 13.6 ounces (View shipping rates and policies)
Average Customer Review:
4.5 out of 5 stars
33 customer reviews
Amazon Best Sellers Rank:
#223,323 in Books (See Top 100 in Books)
Although the book was good and was well written the issues that Lady Q continued to experience went continuously around in a vicious cycle. In some ways this proved to show you how the gang lifestyle would suck you back in over and over while in others it made you wonder why she wouldn't realize this and break away. I understand that she never knew any different but yet I find it hard that there was no way for her to reach out if she really wanted free. My heart hurts for her for the things she went through and also for her kids. Growing up in that environment had to be hard but every day is a step towards better. I hope she is doing well now.
Such a great read! I finished the book in 3 days because I was hooked on it and I didn't want to put it down. It makes you feel bad for Lady Q, all she wanted was to be loved and accepted by her family. Many youth turn to gangs to feel loved and accepted as well as for protection in a dangerous neighborhood. Such a shame that she didn't have the guidance and support as a young teenager looking for attention and support but her telling her story so that many other young females can avoid going down the same path. Lady Q sharing her story is brave and hopefully it inspires other young ladies to let them know that they have options and they can be successful if they stay away from the negativity in their neighborhood. I bought another book by the author because I needed to read all the books he wrote- it was awesome!
Great story of a real woman survivor that did what she needed to survive but then grew past that and soared higher but still with lots of pain and baggage
A student asked if I had this book in my library, I ordered it , he and his friends are passing it around. Good for inner city kids investigating the dark side of the streets before making negative life changing choices.
Never finished reading this book. But i read the 1st few chapters. Really good book. If you guys get this make sure to also check out My Bloody Life and also check out Once a King Always a King
Lady Q: The rise and Fall of a Latin QueensBought this for my daughter. She enjoyed this book and recommended it for other reader
This book was an easy read that highlighted one woman's story of the rise and fall of gang life in her particular situation. As a person who likes to learn and read about all different walks of life, this book was engaging as I could actually see myself taking the journey with Sonia; all the while praying that somewhere now The Lord is blessing her for such a hard beginning to her life. It also highlighted the cycle of abuse that we continue to see daily.
Gang life
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