Нажмите "Enter", чтобы перейти к контенту

Искусственный интеллект MIT научился тренировать нейросети быстрее, чем когда-либо

В попытке «демократизировать ИИ» ученые Массачусетского технологического института нашли способ использовать искусственный интеллект для гораздо более эффективного обучения систем машинного обучения — то есть, нейросетей. Они надеются, что новый алгоритм, позволяющий сэкономить время и средства, позволит ограниченным в ресурсах исследователям и компаниям автоматизировать проектирование нейронных сетей. Другими словами, сокращая время и затраты, они могли бы сделать эту технику ИИ более доступной.

Искусственный интеллект MIT научился тренировать нейросети быстрее, чем когда-либо

ActionTeaser.ru — тизерная реклама

Нейросети учатся быстрее

Новая область искусственного интеллекта включает использование алгоритмов для автоматического проектирования нейросетей, которые являются более точными и эффективными, чем разработанные человеческими инженерами. Но эта технология нейронно-архитектурного поиска (neural architecture search, NAS) является затратной с точки зрения вычислительной мощности.

Самый современный алгоритм NAS, недавно разработанный Google для работы на куче графических процессоров, потратил 48 000 GPU-часов для создания одной сверточной нейронной сети, которая используется для классификации изображений и задач обнаружения. У Google есть возможность параллельно запускать сотни графических процессоров и другого специализированного оборудования параллельно, но такое недоступно для многих других.

Алгоритм NAS, представленный Массачусетским технологическим институтом, может напрямую обучать специализированные сверточные нейросети (CNN) для целевых аппаратных платформ — при работе с массивным набором данных изображений — всего за 200 GPU-часов, что значительно расширяет потенциальное использование этих типов алгоритмов.

По мнению ученых, ограниченные в ресурсах исследователи и компании могли бы извлечь выгоду из алгоритма в виде экономии времени и затрат. Общей целью является «демократизация ИИ», говорит соавтор исследования Сонг Хан, доцент кафедры электротехники и компьютерных наук Microsystems Technology Laboratories в MIT. «Мы хотим, чтобы как эксперты по искусственному интеллекту, так и неспециалисты эффективно проектировали архитектуры нейросетей с помощью простого решения, которое быстро работает на конкретном оборудовании».

Однако он добавляет, что такие NAS-алгоритмы никогда не заменят инженеров-людей. «Цель состоит в том, чтобы избавиться от повторяющейся и утомительной работы, связанной с проектированием и усовершенствованием архитектуры нейронных сетей».

Что ж, все это только ускоряет наступление общего искусственного интеллекта. Кстати, почитайте наш материал про Демиса Хассабиса, основателя DeepMind — одной из самых многообещающих компаний в области ИИ.

Источник: news-ria.ru

53 комментария

  1. I was very happy to discover this web-site. I wished to thanks for your time for this wonderful read!! I definitely delighting in every little bit of it as well as I have you bookmarked to check out brand-new things you article.

  2. Ben Brideau Ben Brideau 29.09.2020

    Wonderful blog post. I find out something a lot more challenging on various blogs everyday. It will always be boosting to review web content from various other writers and also exercise a something from their store. I?d choose to use some with the web content on my blog site whether you don?t mind. Natually I?ll provide you a web link on your web blog site. Thanks for sharing.

  3. This is the appropriate blog site for anyone that wants to learn about this subject. You recognize a lot its virtually difficult to suggest with you (not that I in fact would want?HaHa). You most definitely put a new spin on a topic thats been blogged about for many years. Fantastic things, simply excellent!

  4. permanent dentures permanent dentures 01.10.2020

    The other day, while I was at work, my sister stole my iPad and tested to see if it can survive a twenty five foot drop, just so she can be a youtube sensation. My apple ipad is now broken and she has 83 views. I know this is completely off topic but I had to share it with someone!

  5. kids teeth kids teeth 01.10.2020

    Wow that was unusual. I just wrote an really long comment but after I clicked submit my comment didn’t show up. Grrrr… well I’m not writing all that over again. Anyways, just wanted to say wonderful blog!

  6. dental plaque dental plaque 02.10.2020

    Heya just wanted to give you a quick heads up and let you know a few of the pictures aren’t loading properly. I’m not sure why but I think its a linking issue. I’ve tried it in two different internet browsers and both show the same results.

  7. Howdy! I could have sworn I’ve been to this site before but after checking through some of the post I realized it’s new to me. Nonetheless, I’m definitely glad I found it and I’ll be bookmarking and checking back often!

  8. Today, I went to the beach front with my children. I found a sea shell and gave it to my 4 year old daughter and said «You can hear the ocean if you put this to your ear.» She placed the shell to her ear and screamed. There was a hermit crab inside and it pinched her ear. She never wants to go back! LoL I know this is entirely off topic but I had to tell someone!

  9. dental crown dental crown 04.10.2020

    Hey I know this is off topic but I was wondering if you knew of any widgets I could add to my blog that automatically tweet my newest twitter updates. I’ve been looking for a plug-in like this for quite some time and was hoping maybe you would have some experience with something like this. Please let me know if you run into anything. I truly enjoy reading your blog and I look forward to your new updates.

  10. molar teeth molar teeth 04.10.2020

    Hey there! I know this is kind of off-topic however I needed to ask. Does running a well-established blog like yours require a lot of work? I am brand new to writing a blog however I do write in my diary everyday. I’d like to start a blog so I can easily share my own experience and feelings online. Please let me know if you have any recommendations or tips for brand new aspiring blog owners. Thankyou!

  11. periodontist periodontist 04.10.2020

    Hey just wanted to give you a quick heads up and let you know a few of the pictures aren’t loading properly. I’m not sure why but I think its a linking issue. I’ve tried it in two different browsers and both show the same outcome.

  12. alat laboratorium alat laboratorium 05.10.2020

    Hi there! I could have sworn I’ve visited this site before but after looking at a few of the posts I realized it’s new to me. Nonetheless, I’m definitely pleased I found it and I’ll be book-marking it and checking back frequently!

  13. Agen QQ Terbaik Agen QQ Terbaik 05.10.2020

    Next time I read a blog, I hope that it doesn’t disappoint me as much as this particular one. I mean, Yes, it was my choice to read through, however I actually thought you would probably have something helpful to say. All I hear is a bunch of crying about something you could possibly fix if you weren’t too busy searching for attention.

  14. pediatric dentist pediatric dentist 05.10.2020

    Hi! Would you mind if I share your blog with my zynga group? There’s a lot of people that I think would really enjoy your content. Please let me know. Thanks

  15. Gregory Hrna Gregory Hrna 07.10.2020

    I’m really enjoying the design and layout of your blog. It’s a very easy on the eyes which makes it much more pleasant for me to come here and visit more often. Did you hire out a developer to create your theme? Great work!

  16. Paris Munch Paris Munch 07.10.2020

    I picture this could be various upon the written content material? then again I still believe that it can be suitable for just about any type of subject material, as a result of it would incessantly be pleasant to resolve a warm and pleasant face or maybe listen a voice while initial landing.

  17. Jules Shimer Jules Shimer 08.10.2020

    Fantastic, beautiful weblog with great informational content. This is a really interesting and informative content.

  18. There are some interesting points in time in this article but I don?t know if I see all of them center to heart. There is some validity yet I will certainly take hold point of view till I check out it better. Great short article, thanks as well as we want much more! Added to FeedBurner as well

  19. security screens security screens 22.10.2020

    Hi just wanted to give you a quick heads up and let you know a few of the pictures aren’t loading properly. I’m not sure why but I think its a linking issue. I’ve tried it in two different web browsers and both show the same results.

  20. security screens security screens 23.10.2020

    This design is wicked! You obviously know how to keep a reader entertained. Between your wit and your videos, I was almost moved to start my own blog (well, almost…HaHa!) Fantastic job. I really loved what you had to say, and more than that, how you presented it. Too cool!

  21. security doors security doors 23.10.2020

    Appreciating the time and effort you put into your website and detailed information you provide. It’s awesome to come across a blog every once in a while that isn’t the same old rehashed information. Excellent read! I’ve bookmarked your site and I’m including your RSS feeds to my Google account.

  22. Write more, thats all I have to say. Literally, it seems as though you relied on the video to make your point. You clearly know what youre talking about, why waste your intelligence on just posting videos to your weblog when you could be giving us something informative to read?

  23. Hmm is anyone else having problems with the images on this blog loading? I’m trying to determine if its a problem on my end or if it’s the blog. Any feedback would be greatly appreciated.

  24. Horace Kulesa Horace Kulesa 27.10.2020

    I am usually to blogging and also i actually appreciate your web content. The article has actually peaks my interest. I am mosting likely to bookmark your site and also maintain looking for brand-new information.

  25. Wonderful blog! Do you have any recommendations for aspiring writers? I’m hoping to start my own site soon but I’m a little lost on everything. Would you recommend starting with a free platform like WordPress or go for a paid option? There are so many options out there that I’m totally overwhelmed .. Any recommendations? Kudos!

  26. Ching Castellan Ching Castellan 28.10.2020

    After study a few of the post on your web site now, and I genuinely like your means of blogging. I bookmarked it to my book marking site listing and will be examining back soon. Pls look into my internet site too and also let me know what you believe.

  27. Thanks on your marvelous posting! I quite enjoyed reading it, you will be a great author.I will always bookmark your blog and will eventually come back down the road. I want to encourage continue your great posts, have a nice day!

  28. Good day! This is my first visit to your blog! We are a group of volunteers and starting a new project in a community in the same niche. Your blog provided us valuable information to work on. You have done a outstanding job!

  29. james kerr james kerr 03.11.2020

    Write more, thats all I have to say. Literally, it seems as though you relied on the video to make your point. You obviously know what youre talking about, why throw away your intelligence on just posting videos to your site when you could be giving us something enlightening to read?

  30. Hey! I could have sworn I’ve been to this blog before but after checking through some of the post I realized it’s new to me. Anyhow, I’m definitely happy I found it and I’ll be bookmarking and checking back frequently!

  31. security doors security doors 03.11.2020

    Heya superb blog! Does running a blog similar to this require a lot of work? I have no understanding of coding but I had been hoping to start my own blog soon. Anyways, if you have any recommendations or techniques for new blog owners please share. I understand this is off topic but I simply wanted to ask. Thank you!

  32. crimsafe crimsafe 03.11.2020

    Woah! I’m really digging the template/theme of this blog. It’s simple, yet effective. A lot of times it’s hard to get that «perfect balance» between superb usability and visual appeal. I must say that you’ve done a great job with this. Additionally, the blog loads super fast for me on Chrome. Excellent Blog!

  33. Wow that was strange. I just wrote an incredibly long comment but after I clicked submit my comment didn’t show up. Grrrr… well I’m not writing all that over again. Anyway, just wanted to say excellent blog!

  34. We stumbled over here by a different web address and thought I might as well check things out. I like what I see so i am just following you. Look forward to going over your web page yet again.

  35. Hello! Do you know if they make any plugins to safeguard against hackers? I’m kinda paranoid about losing everything I’ve worked hard on. Any recommendations?

  36. Hey! Someone in my Myspace group shared this site with us so I came to give it a look. I’m definitely loving the information. I’m bookmarking and will be tweeting this to my followers! Terrific blog and amazing design.

  37. Sweet blog! I found it while searching on Yahoo News. Do you have any suggestions on how to get listed in Yahoo News? I’ve been trying for a while but I never seem to get there! Many thanks

  38. Hmm is anyone else encountering problems with the pictures on this blog loading? I’m trying to find out if its a problem on my end or if it’s the blog. Any responses would be greatly appreciated.

  39. Write more, thats all I have to say. Literally, it seems as though you relied on the video to make your point. You clearly know what youre talking about, why waste your intelligence on just posting videos to your site when you could be giving us something enlightening to read?

  40. Hi! I’m at work surfing around your blog from my new iphone 4! Just wanted to say I love reading your blog and look forward to all your posts! Keep up the outstanding work!

  41. Today, while I was at work, my cousin stole my iPad and tested to see if it can survive a 25 foot drop, just so she can be a youtube sensation. My iPad is now destroyed and she has 83 views. I know this is entirely off topic but I had to share it with someone!

  42. I am curious to find out what blog platform you happen to be utilizing? I’m having some small security issues with my latest blog and I’d like to find something more safe. Do you have any recommendations?

  43. Wonderful blog! I found it while surfing around on Yahoo News. Do you have any tips on how to get listed in Yahoo News? I’ve been trying for a while but I never seem to get there! Cheers

  44. Hey! I know this is kinda off topic but I was wondering if you knew where I could locate a captcha plugin for my comment form? I’m using the same blog platform as yours and I’m having problems finding one? Thanks a lot!

  45. Fantastic website you have here but I was curious if you knew of any community forums that cover the same topics talked about in this article? I’d really like to be a part of community where I can get feed-back from other knowledgeable individuals that share the same interest. If you have any recommendations, please let me know. Kudos!

  46. Does your blog have a contact page? I’m having problems locating it but, I’d like to send you an e-mail. I’ve got some suggestions for your blog you might be interested in hearing. Either way, great site and I look forward to seeing it develop over time.

  47. I?m pleased, I have to state. Truly seldom do I experience a blog site that?s both educative as well as entertaining, and let me tell you, you have actually hit the nail on the head. Your suggestion is exceptional; the problem is something that inadequate individuals are speaking wisely about. I am extremely happy that I stumbled across this in my look for something connecting to this.

  48. Yesterday, while I was at work, my cousin stole my iPad and tested to see if it can survive a 30 foot drop, just so she can be a youtube sensation. My iPad is now destroyed and she has 83 views. I know this is completely off topic but I had to share it with someone!

Добавить комментарий

Ваш e-mail не будет опубликован.

11 + шесть =