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Смотрим на красивое – мощь от дяди Хуанга, Nvidia HGX H100 в Нидерландах

Дженсон Хуанг и HGX H100

Привет Хабр! Вспомните как начался ваш путь в IT и первая тяга к технологиям? Скорее всего так или иначе вы либо сами собирали свои первые компьютеры, кропотливо подбирая железо в ограниченном бюджете. Или же наоборот, всё мечтали, что когда-нибудь вам подарят или вы уже сами заработаете на заветный апгрейд вашего Царь-ПК. И когда этот момент настал, какая радость и эйфория на вас накатывала от вида заветной новой железки. От шелеста пластика упаковки, от запаха свежего текстолита и вот пробравшись через все слои защиты из разноцветного картона и пенопласта – она, новая видеокарта. А затем спустя годы процесс повторялся снова и снова, уже и игры не так радуют, а желание всегда сидеть за компьютером обернулось рутинной работой в опен-спейс офисе. Но одно осталось неизменным – новое железо всё также радует сердце уже давно как повзрослевшего ПК-боярина.

И знаете что? Эмоций ничуть не меньше и когда ты облачный провайдер, а в ЦОД пришло долгожданное обновление, с пылу с жару от дяди Хуанга! Но об этом, поговорим уже ниже в посте.

Праздник к нам приходит

* Заветная посылочка прибыла в Нидерландский офис.
* Заветная посылочка прибыла в Нидерландский офис.

Столь радующая глаз сисадминов ITGLOBAL.COM, а также всех причастных к закупке и доставке оборудования, увесистая коробочка с сюрпризом, на деревянном поддоне. Мучительное ожидание о её прибытии уже давно как позади, все формальности пройдены, так и хочется уже приступить к распаковке, а недоумевающие коллеги внезапно заставшие процесс вас только раззадоривают. Но приходится сдерживать себя и не сорваться, в конце концов, для маркетинга ещё фото нужно сделать, а иначе откуда бы для этой статьи фото взялись?

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А вот и первый рубеж пройден, но от того напряжение не меньше, а только больше. Ведь встречает нас пока ещё не заветный новый сервер, а комплектующие ему. Направляющие для крепления в стойках, провода и прочая полезная, но не столь интересная мелочёвка, в отличие от ожидающего нас основного блюда. Так что продолжаем погружение вглубь картона с пенопластом, отделяющих нас от заветной цели.

Ну наконец-то, дождались!

Вот и наш красавец, Dell PowerEdge XE9680, внутри себя несущий за основу платформу NVIDIA HGX H100, не путать с DGX H100, хотя и там, начинка схожая. Разница между этими платформами примерно такая же как и у референсной линейки видеокарт Founders Edition и от OEM-производителей – ASUS, MSI, Gigabyte и т.д. DGX – это готовая, референсная платформа от самой NVIDIA, а HGX – платформа для OEM-производителей, в нашем случае это Dell, делающих на её основе свои сервера.

Предназначение впрочем, и у HGX и у DGX одно и то же – для дата-центров с уклоном на ускорение задач связанных с работой ИИ – нейронки тренировать, нейронки крутить, loss(функция потерь) в градиенте снижать. Всё как обычно в общем-то. Так-то никто и не мешает делать любые другие задачи хорошо себя чувствующие от аппаратного ускорения от GPU, их тут благо в достатке – аж 8 штук NVIDIA H100. Но всё остальное от 3D графики до Облачного гейминга, который не то жив, не то мёртв как-то не в моде. Крипта ушла в сторону PoS(Proof of Stake), либо крутится на своих специальных ASIC, оставив в покое геймеров, которым больше не требуется сражаться на смерть с майнерами за видеокарты, а также накопители памяти.

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К слову, а помните те мрачные времена, когда видеокарт на всех вроде бы не хватало из-за бума майнинга, пока PoW(Proof of Work) с алгоритмами эффективно работающими на GPU, был популярен? Бум закончился и внезапно оказалось, что склады забиты видеокартами, на которых спроса меньше, чем предложения, но да ладно. Куда интереснее, что в мае 2020, дядя Дженсон Хуанг показал нам свежеиспечёного старшего брата нашего сервера, NVIDIA DGX A100 – самая большая видеокарта в мире на тот момент. Но если быть более точными, 8 видеокарт NVIDIA A100.
Интересно, как далеко ушёл прогресс за всего-то 4 года? Ответ и так очевиден, но от того не меньше завораживает, как былые левиафаны с казалось бы титанической производительностью, столь скоро кажутся пигмеями в тени более свежих моделей.

Для наглядности сравнения, пожалуй сначала вытащим модуль с видеокартами. Просьба убрать чувствительных людей от экрана, созерцание такого количества CUDA-ядер и объёма VRAM в одном месте, может быть вредным для здоровья.

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Ох… загляденье не правда ли? Крайне страшное загляденье, когда задумываешься о цене, каждая отдельная H100 стоит около 30k евро, а их тут 8 штук. По общей цене на этом скромном деревянном поддоне лежит почти что небольшой домик на побережье Средиземного моря, впечатляет. Но вернёмся ближе к сути, мы же хотели посмотреть что поменялось за эти 4 года, и там впечатлений будет не меньше.

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До 4.5Х раз выше производительность в задачах с применением ИИ, в сравнение с A100!
Правда, и цена повыше стала, рекомендуемая цена у A100 на момент выпуска была около 18 тысяч за модель на 40 гигабайт, с поправкой на инфляцию это около 22 тысяч долларов сейчас. H100 выходит дороже на где-то 36% своего предшественника из 2020.

Возвращаясь от экономики к железу, микросхемы A100 произведены по 7-нанометровому техпроцессу TSMC, N7 FinFET, а H100 по 4-нанометровому. У A100 54.2 миллиарда транзисторов на площади 826 квадратных миллиметра, а у H100 80 миллиардов на всё той же площади. Закон Мура может быть и мёртв, но полупроводники на основе кремния пока ещё отказываются сдаваться, и будут с нами до последнего на ещё неопределённо долгий срок.

В архитектуре всё это транзисторное величие отражается в виде 6912 ядер CUDA и 432 Тензорных ядра 3 поколения и 80 гигабайт HBM3 памяти у – A100. А у H100 – 14592 ядер CUDA и 456 Тензорных ядер 4 поколения, а также 80 гигабайт HBM3 памяти.

Мощно, и такой мощи нужно соответствующее питание.

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Максимальное потребление сервера PowerEdge XE9680 составляет 11.5kW, но как можно заметить по 6 источникам питания мощностью на 2800W и суммарной 16.8kW – Dell позаботились о том, чтобы система питания была с запасом. Плюсом ко всему, всё модульное и спокойно быстро заменяется в случае возникновения на то необходимости.


На что только не пойдёшь, лишь бы нейросетки обучать и запускать. Глядя на то как аппетиты индустрии машинного обучения стремительно обгоняют даже таковые у майнеров, что словно клещи порой паразитируют на энергосистеме, невольно начинаешь думать, что возможно для обучения очередной языковой модели на 100500 триллионов параметров понадобится уже свой отдельная АЭС. А отводимое тепло рекуперировать обратно в паровую турбину, ну или как EQUINIX делает в Париже, на отопление домов, олимпийских бассейнов и прочей инфраструктуры пускать.

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Это же касается и пары NVME накопителей с поддержкой PCI 5.0, объёмом 960 гигабайт каждый. Всё под рукой, всё легко заменяется без лишних на то усилий, одним словом – радость сисадмина.

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"Два 48-ядерных процессора Intel Xeon Platinum 8468 сложно заменить так же быстро, как остальные компоненты, однако необходимость в этом возникает крайне редко. DDR5 память на 2 терабайта, по сути своей меняется быстро, но добраться до ней с лёту не получится, придётся поработать отвёрткой, раскручивая корпус сервера.

Архитектура SuperPOD

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Одним из ключевых преимуществ NVIDIA HGX является его модульная и масштабируемая архитектура – SuperPOD. DGX SuperPOD состоит из модульных блоков (SUs), это позволяет легко и быстро развертывать кластеры различных размеров в зависимости от потребностей.
У внимательного читателя тут возникнет вопрос, причём тут DGX? Ведь в посте до этого речь было о HGX H100, ещё больше вопросов возникнет и если открыть официальную документацию NVIDIA – сплошь везде DGX. Не особо понятно намеренно или нет, но архитектура SuperPOD применима как к модулю видеокарт из OEM-систем HGX, так и к референсным от самой NVIDIA в линейке DGX.

Системы DGX H100 оснащены восемью GPU NVIDIA H100, которые обеспечивают невероятную вычислительную мощь. Использование технологий NVIDIA NVLink и NVSwitch позволяет соединить эти GPU в единую систему с высокой пропускной способностью. Это значит, что каждое GPU может обмениваться данными с другими GPU на скорости до 900 ГБ/с. И да, если вы хотите тренировать гигантские языковые модели или создавать впечатляющие генеративные изображения, 8 H100 справятся с любой задачей. Хотите обучить модель, которая напишет роман или нарисует шедевр? Пожалуйста! Всё это им по зубам.

NVIDIA InfiniBand NDR (с пропускной способностью до 400 Гбит/с) обеспечивает высокую производительность и низкую задержку при взаимодействии между узлами. Эта технология поддерживает адаптивную маршрутизацию и динамическое восстановление сети, что делает её идеальной для построения больших и производительных кластеров.

* Иллюстрация из документации NVIDIA для SuperPOD.

Простота и скорость развертывания

Архитектура DGX SuperPOD позволяет значительно сократить время развертывания. Используя модульные блоки SUs, можно развернуть кластер за считанные недели вместо месяцев. Это достигается за счёт предварительной настройки и тестирования всех компонентов, что позволяет избежать длительных этапов конфигурации и отладки.

Эти преимущества делают DGX SuperPOD идеальным выбором для компаний, которые хотят быстро наращивать вычислительные мощности для своих задач. Благодаря модульной архитектуре, можно начинать с небольшого кластера и постепенно увеличивать его, добавляя новые SUs по мере необходимости.

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ITGLOBAL.COM

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Клиенты ITGLOBAL.COM смогут воспользоваться всеми преимуществами архитектуры HGX H100 в рамках нашего сервиса AI Cloud.
Хотите, чтобы ваша нейросеть предсказывала биржевые курсы или писала сценарии для фильмов? ITGLOBAL.COM поможет вам в этом!

Мы будем рады предоставить нашим клиентам лучшие решения для задач машинного обучения, с использованием передовых технологии.

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    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.10.25 11:05 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.10.25 11:05 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 11.10.25 04:41 luciajessy3

    Don’t be deceived by different testimonies online that is most likely wrong. I have made use of several recovery options that got me disappointed at the end of the day but I must confess that the tech genius I eventually found is the best out here. It’s better you devise your time to find the valid professional that can help you recover your stolen or lost crypto such as bitcoins rather than falling victim of other amateur hackers that cannot get the job done. ADAMWILSON . TRADING @ CONSULTANT COM / WHATSAPP ; +1 (603) 702 ( 4335 ) is the most reliable and authentic blockchain tech expert you can work with to recover what you lost to scammers. They helped me get back on my feet and I’m very grateful for that. Contact their email today to recover your lost coins ASAP…

  • 11.10.25 10:44 Tonerdomark

    A thief took my Dogecoin and wrecked my life. Then Mr. Sylvester stepped in and changed everything. He got back €211,000 for me, every single cent of my gains. His calm confidence and strong tech skills rebuilt my trust. Thanks to him, I recovered my cash with no issues. After months of stress, I felt huge relief. I had full faith in him. If a scam stole your money, reach out to him today at { yt7cracker@gmail . com } His help sparked my full turnaround.

  • 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 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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