英特爾公布全球最大神經型態系統Hala Point,AI執行效能達20petaOPS,但僅微波爐大小
· 2024-04-19

英特爾Hala Point系統強調可實現類人腦運算,搭載上千顆專為神經型態運算設計的Loihi 2處理器,只需安裝於微波爐大小的6U資料中心機櫃空間,在AI運算上支援最高每秒20 petaOPS

/英特爾

以實體體積而言,Hala Point相當輕巧,可安裝在微波爐大小的6U資料中心機櫃中,但Hala Point具備高效能。它的大規模平行運算架構內整合了處理、記憶體和通訊通道,總記憶體頻寬達到16 PB/S,而核心間通訊及晶片間通訊頻寬也分別有3.5PB/s及5TB/s。在AI運算上,則支援最高每秒20 petaOPS,執行傳統深度神經網路時,每秒每瓦執行15 TOPS,超越GPU和CPU的效能水準。而應用在訓練神經網路模型時,Hala Point可以全力啟動超過千億的神經元,速度是人類大腦的20倍,最高可提升到200倍。

Hala Point現已部署在美國能源署下的桑迪亞國家實驗室(Sandia National Laboratories),後者將用它進行「大腦規模」的科學運算研究,包括解決半導體元件物理學、電腦架構、電腦科學及資訊學。

這座系統仍為原型,但未來支援多種商業化的AI即時持續性學習,像是解決科學與工程問題、運籌、智慧城市基礎建設管理、大型語言模型(LLM)及AI助理等。

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