{"id":4233,"date":"2023-08-12T14:19:47","date_gmt":"2023-08-12T14:19:47","guid":{"rendered":"https:\/\/dailyai.com\/?p=4233"},"modified":"2023-08-17T17:26:18","modified_gmt":"2023-08-17T17:26:18","slug":"ibm-announces-brain-like-ai-chip-with-lower-power-demands","status":"publish","type":"post","link":"https:\/\/dailyai.com\/sv\/2023\/08\/ibm-announces-brain-like-ai-chip-with-lower-power-demands\/","title":{"rendered":"IBM lanserar hj\u00e4rnliknande AI-chip med l\u00e4gre effektbehov"},"content":{"rendered":"

IBM har utvecklat ett bioinspirerat chip med potential att g\u00f6ra AI gr\u00f6nare och mer energieffektivt.\u00a0<\/b><\/p>\n

N\u00e4r superkraftiga AI-modeller som ChatGPT blir allest\u00e4des n\u00e4rvarande i hela samh\u00e4llet har stora teknikrivaler som Google, Microsoft, Meta och nystartade f\u00f6retag som Anthropic och Inflection b\u00f6rjat samla p\u00e5 sig stora m\u00e4ngder datorkraft.\u00a0<\/span><\/p>\n

Den h\u00e5rdvara som kr\u00e4vs f\u00f6r att tr\u00e4na AI \u00e4r kraftkr\u00e4vande, vilket bidrar till den redan enorma <\/span>datacenters milj\u00f6p\u00e5verkan<\/span><\/a>.\u00a0<\/span><\/p>\n

Detta har lett till FoU-anstr\u00e4ngningar f\u00f6r att bygga innovativa AI-chip som klarar tunga arbetsbelastningar med l\u00e4gre str\u00f6mf\u00f6rbrukning. Nvidias senaste <\/span>GH2000-chip<\/span><\/a> har redan uppn\u00e5tt h\u00f6gre energieffektivitet \u00e4n sina f\u00f6reg\u00e5ngare, och f\u00f6retaget h\u00e4vdar att det kommer att g\u00f6ra datacenter 12 g\u00e5nger billigare och anv\u00e4nda 20 g\u00e5nger mindre energi.\u00a0<\/span><\/p>\n

IBM:s <\/span>nytt bioinspirerat analogt chip<\/span><\/a> \u00e4r modellerad efter den biologiska hj\u00e4rnan och kommer att vara effektiv i portabla arbetsbelastningar som bilar, telefoner och kameror.\u00a0<\/span><\/p>\n

Thanos Vasilopoulos, forskare vid IBM:s forskningslaboratorium i Z\u00fcrich, <\/span>ber\u00e4ttade f\u00f6r BBC<\/span><\/a>, \"J\u00e4mf\u00f6rt med traditionella datorer uppn\u00e5r den m\u00e4nskliga hj\u00e4rnan en anm\u00e4rkningsv\u00e4rd prestanda med minimal str\u00f6mf\u00f6rbrukning.\"<\/span><\/p>\n

De flesta befintliga chip \u00e4r digitala och anv\u00e4nder bin\u00e4ra v\u00e4rden (0 och 1) f\u00f6r datalagring. IBM:s nya chip \u00e4r annorlunda eftersom det anv\u00e4nder analoga komponenter, s\u00e5 kallade memristorer (minnesmotst\u00e5nd), som kan lagra varierande numeriska v\u00e4rden. <\/span><\/p>\n

Denna analoga karakt\u00e4r hos memristorer speglar synaptiska funktioner. Det \u00e4r inte det f\u00f6rsta bioinspirerade chipet - ett indiskt forskarlag lyckades <\/span>utformad en 2022<\/span><\/a>.\u00a0<\/span><\/p>\n

Professor. Ferrante Neri fr\u00e5n University of Surrey f\u00f6rklarade: \"Sammankopplade memristorer kan skapa ett n\u00e4tverk som speglar en biologisk hj\u00e4rna.\"\u00a0<\/span><\/p>\n

\u00c4ven om IBM:s chip i f\u00f6rsta hand \u00e4r analogt har det vissa digitala komponenter, vilket s\u00e4kerst\u00e4ller kompatibilitet med dagens AI-system.\u00a0<\/span><\/p>\n

Dessa l\u00e4ttviktschip skulle vara s\u00e4rskilt anv\u00e4ndbara f\u00f6r prylar, fordon och IoT-h\u00e5rdvara.\u00a0<\/span><\/p>\n

IBM:s nya analoga chip f\u00f6r djupinl\u00e4rning<\/span><\/h2>\n

IBM:s chip minskar str\u00f6mf\u00f6rbrukningen samtidigt som de ger imponerande prestanda i ett l\u00e4ttviktigt paket. <\/span><\/p>\n

Dessa chip \u00e4r modellerade efter den m\u00e4nskliga hj\u00e4rnan, som f\u00f6rbrukar ungef\u00e4r lika mycket watt som en gl\u00f6dlampa.<\/span><\/p>\n

H\u00e4r \u00e4r de viktigaste punkterna:<\/span><\/p>\n

    \n
  • Nuvarande begr\u00e4nsningar f\u00f6r AI-h\u00e5rdvara<\/b>: De flesta AI-arkitekturer separerar minne fr\u00e5n processorenheter, vilket inneb\u00e4r att de kontinuerligt m\u00e5ste utbyta data mellan de tv\u00e5, vilket saktar ner ber\u00e4kningen och \u00e4ventyrar energieffektiviteten.<\/span><\/li>\n
  • Analoga chips<\/b>: IBM:s metod speglar den m\u00e4nskliga hj\u00e4rnans funktioner och anv\u00e4nder sig av PCM-minnen (Phase Change Memory), som registrerar sitt tillst\u00e5nd som ett spektrum av v\u00e4rden i st\u00e4llet f\u00f6r 0 och 1. Detta minskar behovet av data\u00f6verf\u00f6ring mellan minne och processor.<\/span><\/li>\n
  • Den tekniska biten<\/b>: IBM:s design har 64 analoga ber\u00e4kningsk\u00e4rnor i minnet, som var och en inneh\u00e5ller en 256 g\u00e5nger 256 synaptisk matris. Varje k\u00e4rna kan ber\u00e4kna ett DNN-modellager (Deep Neural Network). En central digital processorenhet p\u00e5 chipet hanterar andra komplexa operationer.<\/span><\/li>\n
  • M\u00e4tning av prestanda<\/b>: Chipet uppn\u00e5dde en utm\u00e4rkt noggrannhet p\u00e5 92,81% i ett benchmark-test f\u00f6r datorseende (CV). Det \u00e4r \u00f6ver 15 g\u00e5nger effektivare \u00e4n flera befintliga chip.<\/span><\/li>\n<\/ul>\n

    N\u00e4r dessa bioinspirerade chip har f\u00f6rfinats kommer de att anv\u00e4ndas tillsammans med digitala chip i hybridarkitekturer. Detta kommer att m\u00f6jligg\u00f6ra l\u00e4tta, energieffektiva AI-system som fortfarande kan hantera tunga arbetsbelastningar.\u00a0<\/span><\/p>\n

    S\u00e5 sm\u00e5ningom kommer dessa chip att bli tillr\u00e4ckligt l\u00e4tta f\u00f6r att kunna anv\u00e4ndas i intelligent autonom teknik, vilket kan leda till en ny generation robotar som g\u00e5r, pratar och interagerar med sin omgivning utan alltf\u00f6r h\u00f6g str\u00f6mf\u00f6rbrukning.<\/span><\/p>","protected":false},"excerpt":{"rendered":"

    IBM har utvecklat ett bioinspirerat chip med potential att g\u00f6ra AI gr\u00f6nare och mer energieffektivt. I takt med att superkraftiga AI-modeller som ChatGPT blir allest\u00e4des n\u00e4rvarande i hela samh\u00e4llet har stora teknikrivaler som Google, Microsoft, Meta och startups som Anthropic och Inflection b\u00f6rjat samla p\u00e5 sig stora m\u00e4ngder datorkraft. H\u00e5rdvaran som kr\u00e4vs f\u00f6r att tr\u00e4na AI \u00e4r krafthungrig och bidrar till den redan enorma milj\u00f6p\u00e5verkan fr\u00e5n datacenter. Detta har utl\u00f6st FoU-insatser f\u00f6r att bygga innovativa AI-chip som klarar tunga arbetsbelastningar med l\u00e4gre str\u00f6mf\u00f6rbrukning. Nvidias senaste GH2000-chip har redan uppn\u00e5tt st\u00f6rre energieffektivitet \u00e4n sina f\u00f6reg\u00e5ngare, och f\u00f6retaget h\u00e4vdar<\/p>","protected":false},"author":2,"featured_media":4234,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[],"class_list":["post-4233","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry"],"yoast_head":"\nIBM announces brain-like AI chip with lower power demands | DailyAI<\/title>\n<meta name=\"description\" content=\"IBM has developed a bio-inspired chip with the potential to make AI greener and more energy-efficient.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/sv\/2023\/08\/ibm-announces-brain-like-ai-chip-with-lower-power-demands\/\" \/>\n<meta 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