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NVIDIA DGX Spark: карманный суперкомпьютер для ИИ, который переворачивает рынок

Этот компьютер размером как Mac mini, но может куда больше, чем он
Этот компьютер размером как Mac mini, но может куда больше, чем он

Помните, как мы когда-то удивлялись первым мини-ПК размером с ладонь? Тогда казалось, что компактнее уже не придумаешь. Но NVIDIA придумала. Компания буквально перевернула наши представления о том, что такое мощный мини-компьютер, представив DGX Spark. На выходе получилось устройство размером с небольшую книгу, которое получило звание самого маленького суперкомпьютера в мире. И это не просто маркетинговый ход. Внутри этой крохи скрывается настоящий монстр вычислительной мощности, способный обрабатывать сложнейшие модели искусственного интеллекта прямо у вас на столе.

Что такое DGX Spark и почему это важно

DGX Spark, ранее известный как Project DIGITS, — это компактный суперкомпьютер, разработанный специально для искусственного интеллекта. В отличие от традиционных рабочих станций или серверов для ИИ, DGX Spark весит всего 1,2 кг и потребляет не более 170 Вт энергии.

Ключевая особенность DGX Spark — возможность локальной работы с крупными моделями ИИ без необходимости подключения к дата-центру. Это решает одну из главных проблем современных разработчиков: зависимость от облачных сервисов, которые могут быть дорогими, медленными или недоступными в определенных регионах.

Но благодаря DGX Spark исследователи, студенты и энтузиасты могут экспериментировать с ИИ прямо у себя дома или в офисе, работая даже с последними моделями ИИ для рассуждений, включая NVIDIA Cosmos Reason и NVIDIA GR00T N1 для роботов.

Более того, NVIDIA позиционирует DGX Spark как часть экосистемы, которая позволяет плавно переносить модели с настольного компьютера в облако DGX Cloud или любую другую ускоренную облачную инфраструктуру практически без изменения кода. Это создает совершенно новую парадигму разработки ИИ, где локальное прототипирование и облачное развертывание становятся частями единого процесса.

Технические характеристики DGX Spark

И кому теперь нужен Mac mini?
И кому теперь нужен Mac mini?

В сердце DGX Spark лежит NVIDIA GB10 Grace Blackwell Superchip — уникальный процессор, объединяющий мощный GPU, построенный на базе архитектуры Blackwell с тензорными ядрами пятого поколения и поддержкой вычислений пониженной точности FP4*, и 20-ядерный Arm-процессор, состоящий из 10 ядер Cortex-X925 и 10 ядер Cortex-A725. Этот чип оптимизирован специально для компактного форм-фактора, но при этом отличается впечатляющей производительностью.

FP4 (4-битный формат с плавающей запятой) - это формат вычислений пониженной точности, который значительно увеличивает производительность и снижает использование памяти при сохранении достаточной точности для AI-задач

Во многом этому способствует использование технологии NVIDIA NVLink-C2C, которая объединяет память CPU и GPU в единую систему. В традиционных компьютерах процессор и видеокарта работают с отдельными областями памяти, и это тормозит работу и усложняет программирование. NVLink-C2C решает эту проблему. В результате скорость передачи данных по этому каналу достигает 900 ГБ/с, что в 5 раз быстрее, чем у PCIe пятого поколения. А время отклика снижается до менее чем 20 наносекунд против 400-600 наносекунд у PCIe.

Кроме того, в DGX Spark устанавливается 128 ГБ объединенной памяти LPDDR5x как у новых Mac mini с M4 с пропускной способностью 273 ГБ/с и накопителем NVMe SSD емкостью до 4 ТБ. А для подключения внешних устройств предусмотрены:

  • четыре порта USB4

  • порт HDMI 2.1a

  • 10-гигабитный Ethernet (ConnectX-7 Smart NIC)

  • Wi-Fi 7

  • Bluetooth 5.3

В совокупности такой сетап позволяет DGX Spark достигать производительности до 1000 TOPS при работе с моделями искусственного интеллекта. Это сопоставимо с производительностью некоторых серверных решений, которые занимают целую стойку и потребляют киловатты электроэнергии.

Система поставляется с предустановленной операционной системой NVIDIA DGX OS, которая представляет собой модифицированный Ubuntu Linux с интегрированными драйверами и инструментами NVIDIA. Она обеспечивает доступ к полному стеку ИИ-технологий NVIDIA, включая CUDA-X AI, микросервисы NIM и платформу NVIDIA AI Enterprise.

Объедините два DGX Spark в единую кластер – и получите вдвое более мощную машину
Объедините два DGX Spark в единую кластер – и получите вдвое более мощную машину

А при необходимости пару DGX Spark даже можно объединить в единый кластер. NVIDIA официально поддерживает конфигурацию из двух устройств, соединенных через двухпортовый сетевой адаптер NVIDIA ConnectX-7, который обеспечивает скорость передачи данных до 200 Гбит/с с поддержкой RDMA. Таким образом можно масштабировать вычислительные ресурсы для еще более сложных задач.

Сравнение DGX Spark с другими решениями

DGX Spark занимает уникальную нишу на рынке ИИ-ускорителей. С одной стороны, он значительно мощнее традиционных настольных компьютеров и даже специализированных рабочих станций для ИИ. С другой — компактнее и энергоэффективнее серверных решений, которые обычно используются для подобных задач.

По сравнению с облачными сервисами, DGX Spark предлагает несколько существенных преимуществ:

  • Во-первых, это отсутствие постоянных расходов на аренду вычислительных ресурсов, что особенно важно для длительных экспериментов с моделями ИИ.

  • Во-вторых, локальная обработка данных обеспечивает более высокий уровень приватности и безопасности.

  • В-третьих, отсутствие зависимости от качества интернет-соединения позволяет работать в любых условиях.

Благодаря компактным размерам и высокой энергоэффективности, DGX Spark может использоваться для развертывания моделей ИИ в местах с ограниченными ресурсами, от промышленных предприятий до исследовательских лабораторий в полевых условиях.

Цена и перспективы DGX Spark

Домой такую штуку точно не купишь
Домой такую штуку точно не купишь

Несмотря на впечатляющие характеристики, DGX Spark имеет ряд ограничений, которые стоит учитывать. Прежде всего это компактный форм-фактор, который является не только преимуществом, но и недостатком этой машинки. Он во многом ограничивает возможности расширения и модернизации системы. В отличие от модульных серверов для ИИ, здесь нельзя просто добавить больше памяти или заменить графический процессор на более мощный.

Другой важный аспект – цена в 3999 долларов за версию с 4 ТБ хранилища делает DGX Spark дороже обычных рабочих станций для ИИ. Хотя в долгосрочной перспективе экономия на облачных ресурсах может компенсировать эти затраты, начальные инвестиции все равно значительны. Даже базовая версия с 1 ТБ хранилища, которую будет производить ASUS под названием Ascent GX10, обойдется в 2999 долларов, что тоже немало.

Третье ограничение связано с экосистемой NVIDIA. Оптимальная производительность DGX Spark достигается при использовании программного стека NVIDIA, что может ограничивать гибкость для пользователей, предпочитающих открытые альтернативы. Хотя система работает на базе Linux, многие инструменты и библиотеки оптимизированы специально под технологии NVIDIA.

Тем не менее, перспективы DGX Spark выглядят многообещающе. С ростом популярности генеративного ИИ и больших языковых моделей потребность в доступных и мощных локальных решениях будет только увеличиваться. DGX Spark может стать для разработчиков ИИ тем же, чем когда-то стал персональный компьютер для программистов — инструментом, который демократизирует доступ к передовым технологиям.

Кроме того, интеграция с облачными сервисами NVIDIA создает новую парадигму гибридной разработки ИИ, где модели создаются и тестируются локально, а затем бесшовно переносятся в облако для масштабирования. Это может значительно ускорить цикл разработки и внедрения ИИ-решений в различных отраслях.

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  • 12.10.25 01:12 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.10.25 19:53 Tonerdomark

    A crook swiped my Dogecoin. It ruined my whole world. Then Mr. Sylvester showed up. He fixed it all. He pulled back €211,000 for me. Not one cent missing from my profits. His steady cool and sharp tech know-how won back my trust. I got my money smooth and sound. After endless worry, relief hit me hard. I trusted him completely. Lost cash to a scam? Hit him up now at { yt7cracker@gmail . com }. His aid turned my life around. WhatsApp at +1 512 577 7957.

  • 12.10.25 21:36 blessing

    Writing this review is a joy. Marie has provided excellent service ever since I started working with her in early 2018. I was worried I wouldn't be able to get my coins back after they were stolen by hackers. I had no idea where to begin, therefore it was a nightmare for me. However, things became easier for me after my friend sent me to [email protected] and +1 7127594675 on WhatsApp. I'm happy that she was able to retrieve my bitcoin so that I could resume trading.

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 01:15 tyleradams

    Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 18:07 crypto

    Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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