{"id":2874,"date":"2025-04-14T17:21:13","date_gmt":"2025-04-14T09:21:13","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=2874"},"modified":"2025-04-14T17:21:13","modified_gmt":"2025-04-14T09:21:13","slug":"ybgxjbjslafnatl","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/ko\/ybgxjbjslafnatl\/","title":{"rendered":"\ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ucef4\ud4e8\ud305 \ud30c\uc6cc \ub3c4\uc785: Amazon Graviton\uc774 AI \ucd94\ub860\uc744 \uac15\ud654\ud569\ub2c8\ub2e4"},"content":{"rendered":"

\uc0dd\uc131\uc801 AI\uc758 \uac1c\ubc1c\ub85c \uc778\ud574 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM) \ucd94\ub860\uc740 \uae30\uc5c5\uc774 \uc9c0\ub2a5\ud615 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud560 \ub54c \uc694\uad6c\ud558\ub294 \ud575\uc2ec \ucef4\ud4e8\ud305 \uc131\ub2a5 \uc911 \ud558\ub098\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ud559\uc2b5 \ub2e8\uacc4\uc5d0 \ube44\ud574 \ucd94\ub860 \ub2e8\uacc4\ub294 \ub354 \ub113\uc740 \ubc94\uc704\uc758 \uc791\uc5c5 \ubd80\ud558\uc640 \ub354 \ub192\uc740 \uc2e4\uc2dc\uac04 \uc694\uad6c \uc0ac\ud56d\uc744 \uac00\uc9c0\uba70 \ub610\ud55c \ub2e4\uc74c\uc5d0 \ub354 \ub9ce\uc740 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4.\uc131\ub2a5\uacfc \ube44\uc6a9\uc758 \uade0\ud615<\/strong>. \uc774\ub7ec\ud55c \ub9e5\ub77d\uc5d0\uc11c Amazon Web Services(AWS) Graviton \uc2dc\ub9ac\uc988 \ud504\ub85c\uc138\uc11c<\/strong>\ub294 \ub6f0\uc5b4\ub09c \ube44\uc6a9 \ud6a8\uc728\uc131\uacfc \ud3ed\ub113\uc740 \ud638\ud658\uc131\uc744 \uac16\ucd94\uace0 \uc788\uc5b4 AI \ucd94\ub860\uc744 \uc704\ud55c \uc0c8\ub85c\uc6b4 \uc120\ud0dd\uc774 \ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

 <\/p>\n

Amazon Graviton\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/h4>\n

Amazon Graviton\uc740 Arm \uc544\ud0a4\ud14d\ucc98\ub97c \uae30\ubc18\uc73c\ub85c AWS\uac00 \ub3c5\ub9bd\uc801\uc73c\ub85c \uac1c\ubc1c\ud55c \ud504\ub85c\uc138\uc11c\uc785\ub2c8\ub2e4. \uadf8\ub798\ube44\ud1a43<\/strong>. Graviton\uc740 \uae30\uc874 x86 \uc544\ud0a4\ud14d\ucc98 \ud504\ub85c\uc138\uc11c\uc640 \ube44\uad50\ud588\uc744 \ub54c \ub2e4\uc74c\uacfc \uac19\uc740 \uce21\uba74\uc5d0\uc11c \uc0c1\ub2f9\ud55c \uc774\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

    \n
  • \ub192\uc740 \ube44\uc6a9 \uc131\ub2a5<\/strong>: \uc720\uc0ac\ud55c \uc0ac\ub840\uc640 \ube44\uad50\ud588\uc744 \ub54c, \ube44\uc6a9 \ud6a8\uc728\uc131\uc740 \ub2e4\uc74c\uacfc \uac19\uc774 \ud5a5\uc0c1\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.40%<\/strong>;<\/li>\n
  • \ub0ae\uc740 \uc804\ub825 \uc18c\ubaa8<\/strong>: \uc5d0\ub108\uc9c0 \uc18c\ube44\uac00 \uc904\uc5b4\ub4e4\uba74 \ubcf4\ub2e4 \uce5c\ud658\uacbd\uc801\uc778 \ucef4\ud4e8\ud305\uc774 \uac00\ub2a5\ud574\uc9d1\ub2c8\ub2e4.<\/li>\n
  • \ub2e4\uc591\ud55c \uc778\uc2a4\ud134\uc2a4 \uc720\ud615<\/strong>: \uc77c\ubc18 \uc6a9\ub3c4 \ucef4\ud4e8\ud305\ubd80\ud130 \uba54\ubaa8\ub9ac \ucd5c\uc801\ud654\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc778\uc2a4\ud134\uc2a4\ub97c \uc9c0\uc6d0\ud558\uace0 AI \uc2dc\ub098\ub9ac\uc624\uc5d0 \uc720\uc5f0\ud558\uac8c \uc801\uc751\ud569\ub2c8\ub2e4.<\/li>\n
  • AWS \ub124\uc774\ud2f0\ube0c \ucd5c\uc801\ud654<\/strong>: Amazon EC2, ECS, EKS \ubc0f \uae30\ud0c0 \uc11c\ube44\uc2a4\uc640 \uae34\ubc00\ud558\uac8c \ud1b5\ud569\ub418\uc5b4 \uc788\uc5b4 \ubc14\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n

     <\/p>\n

    Graviton + AI \ucd94\ub860: \uc65c \uc644\ubcbd\ud55c \uc870\ud569\uc77c\uae4c\uc694?<\/h4>\n

    GPU\ub294 \uc5ec\uc804\ud788 AI \ud559\uc2b5 \ubd84\uc57c\ub97c \uc9c0\ubc30\ud558\uace0 \uc788\uc9c0\ub9cc,\ucd94\ub860 \ub2e8\uacc4<\/strong>\ud2b9\ud788 \uc5e3\uc9c0 \ubc30\ud3ec, \uc18c\uaddc\ubaa8 \ubaa8\ub378 \uad6c\ud604, \uc77c\uad04 \uc11c\ube44\uc2a4 \ud638\ucd9c\uacfc \uac19\uc740 \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c CPU\ub294 \ub354 \ud070 \uc720\uc5f0\uc131\uacfc \ube44\uc6a9\uc801 \uc774\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n

    1. \uc800\ube44\uc6a9 \ub300\uaddc\ubaa8 \uad6c\ucd95<\/h5>\n

    \ub300\uaddc\ubaa8 \ubaa8\ub378\uc744 \ubbf8\uc138 \uc870\uc815\ud558\uac70\ub098 \uc591\uc790\ud654\ud55c \ud6c4 \ub9ce\uc740 \uc2dc\ub098\ub9ac\uc624\ub294 \ub354 \uc774\uc0c1 GPU \ucef4\ud4e8\ud305 \uc131\ub2a5\uc5d0 \uc758\uc874\ud558\uc9c0 \uc54a\uace0 \ub2e4\uc74c\uc744 \ucd94\uad6c\ud569\ub2c8\ub2e4.\ub3d9\uc2dc\uc131 \uc131\ub2a5 \ubc0f \ub2e8\uc77c \ud638\ucd9c \ube44\uc6a9<\/strong>. Graviton\uc740 \ub2ec\ub7ec\ub2f9 \uc131\ub2a5\uc774 \ub354 \ub192\uace0 \ub354 \ub0ae\uc740 \ube44\uc6a9\uc73c\ub85c \ucd94\ub860 \uc791\uc5c5\uc744 \uc644\ub8cc\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \ub300\uaddc\ubaa8 LLM \uc11c\ube44\uc2a4 \ud074\ub7ec\uc2a4\ud130\ub97c \uad6c\ucd95\ud558\ub294 \ub370 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n

    2. \uc8fc\ub958 AI \ud504\ub808\uc784\uc6cc\ud06c \uc9c0\uc6d0<\/h5>\n

    \ud604\uc7ac AWS\ub294 \uacf5\uc2dd\uc801\uc73c\ub85c Graviton\uc5d0 \ub300\ud55c \ucd94\ub860 \uac00\uc18d \ucd5c\uc801\ud654\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ub2e4\uc74c\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n

      \n
    • \ud150\uc11c\ud50c\ub85c\uc6b0, \ud30c\uc774\ud1a0\uce58<\/strong>: Neon \uba85\ub839\uc5b4 \uc138\ud2b8, XLA \ucef4\ud30c\uc77c\ub7ec \ubc0f \uae30\ud0c0 \uac00\uc18d \ubc29\ubc95\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n
    • ONNX \ub7f0\ud0c0\uc784<\/strong>: Graviton\uc5d0 \uae30\ubcf8\uc801\uc73c\ub85c \uc801\uc6a9\ub418\uc5b4 \uba40\ud2f0\uc2a4\ub808\ub4dc \uc2e4\ud589\uc5d0\uc11c \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubc1c\ud718\ud569\ub2c8\ub2e4.<\/li>\n
    • \ud5c8\uae45 \ud398\uc774\uc2a4 \ud2b8\ub79c\uc2a4\ud3ec\uba38<\/strong>: Optimum Neuron \ub4f1\uc758 \ub3c4\uad6c\uc640 \ud568\uaed8 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
    • \uc544\ub9c8\uc874 \uc138\uc774\uc9c0\uba54\uc774\ucee4<\/strong>: Graviton \uc778\uc2a4\ud134\uc2a4 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud558\uc5ec \uae30\ubcf8 \uad6c\uc131\uc774 \ud544\uc694 \uc5c6\uc774 \ubaa8\ub378\uc744 \ubc30\ud3ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
      3. \ud14c\uc2a4\ud2b8 \uacb0\uacfc\uac00 \ub180\ub78d\uc2b5\ub2c8\ub2e4<\/h5>\n

      AWS \uacf5\uc2dd \ub370\uc774\ud130\uc5d0 \ub530\ub974\uba74, BERT \uae30\ubc18 \ucd94\ub860\uc5d0 Amazon EC2 C7g(Graviton3 \uae30\ubc18) \uc778\uc2a4\ud134\uc2a4\ub97c \uc0ac\uc6a9\ud558\uba74 C6i(Intel \uc544\ud0a4\ud14d\ucc98) \uc778\uc2a4\ud134\uc2a4\uc5d0 \ube44\ud574 \uc9c0\uc5f0 \uc2dc\uac04\uc774 \uc904\uc5b4\ub4ed\ub2c8\ub2e4. 20%<\/strong>, \uac01 \ucd94\ub860\uc758 \ube44\uc6a9\uc774 \uac10\uc18c\ud569\ub2c8\ub2e4. 35%<\/strong>\uc774\ub294 AI \ucd94\ub860 \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c Graviton\uc758 \uc2e4\uc81c \uc7a5\uc810\uc744 \ucda9\ubd84\ud788 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n

       <\/p>\n

      \ud68c\uc0ac\ub294 \uc5b4\ub5bb\uac8c \uc2dc\uc791\ud574\uc57c \ud560\uae4c?<\/h4>\n

      \uc2e4\uc81c\ub85c AI \ucd94\ub860\uc744 Graviton \uc778\uc2a4\ud134\uc2a4\ub85c \ub9c8\uc774\uadf8\ub808\uc774\uc158\ud558\ub294 \uac83\uc740 \ubcf5\uc7a1\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 \uacfc\uc815\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n

        \n
      1. \uae30\uc874 \ubaa8\ub378 \ud638\ud658\uc131 \ud3c9\uac00<\/strong>: Arm \uc544\ud0a4\ud14d\ucc98\uc5d0\uc11c \uc2e4\ud589\uc774 \uc9c0\uc6d0\ub418\ub294\uc9c0, \ub610\ub294 \ubcc0\ud658 \uac00\ub2a5\ud55c ONNX \ubaa8\ub378\uc774 \uc788\ub294\uc9c0 \ud655\uc778\ud558\uc138\uc694.<\/li>\n
      2. \uc801\uc808\ud55c \uc778\uc2a4\ud134\uc2a4 \uc720\ud615\uc744 \uc120\ud0dd\ud558\uc138\uc694<\/strong>: \ucef4\ud4e8\ud305 \uc9d1\uc57d\uc801(C7g), \uba54\ubaa8\ub9ac \ucd5c\uc801\ud654(R7g), \ubc94\uc6a9(M7g) \ub4f1<\/li>\n
      3. \ucf54\ub4dc \uc801\uc751 \ubc0f \ud29c\ub2dd<\/strong>: AWS\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 Graviton \ucd5c\uc801\ud654 \ud234\ud0b7(\uc608: Amazon CodeCatalyst, Graviton Ready SDK)\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n
      4. SageMaker \ub610\ub294 ECS\/EKS\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc5d0 \ubc30\ud3ec<\/strong>: \uc5d4\ub4dc\ud22c\uc5d4\ub4dc \ucd94\ub860 \uc11c\ube44\uc2a4\ub97c \ube60\ub974\uac8c \uad6c\ucd95\ud569\ub2c8\ub2e4.<\/li>\n
      5. \uc131\ub2a5\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc9c0\uc18d\uc801\uc73c\ub85c \ucd5c\uc801\ud654\ud558\uc138\uc694<\/strong>: CloudWatch, Amazon CloudTrail \ubc0f \uae30\ud0c0 \ub3c4\uad6c\uc640 \uacb0\ud569\ud558\uc5ec \uc131\ub2a5 \ubd84\uc11d\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n

         <\/p>\n

        \uc694\uc57d\ud558\ub2e4<\/h4>\n

        AI\uac00 \uacc4\uc18d \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c \uae30\uc5c5\uc740 \ub354 \uc774\uc0c1 \uae30\uc874 \ud558\ub4dc\uc6e8\uc5b4 \uacbd\ub85c\uc5d0 \uad6d\ud55c\ub418\uc9c0 \uc54a\uc744 \uac83\uc785\ub2c8\ub2e4. Amazon Graviton\uc740 \uc810\ucc28 \ube44\uc6a9 \ud6a8\uc728\uc801\uc774\uace0 \uc5d0\ub108\uc9c0 \ud6a8\uc728\uc801\uc774\uba70 \uad11\ubc94\uc704\ud558\uac8c \ud638\ud658\ub418\ub294 CPU \ud504\ub85c\uc138\uc11c\uc785\ub2c8\ub2e4. AI \ucd94\ub860\uc744 \uc704\ud55c \uc0c8\ub85c\uc6b4 \ucd08\uc11d<\/strong>. \uc0dd\uc131\uc801 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\ub4e0 \uae30\uc874 \ubaa8\ub378\uc744 \uae30\ubc18\uc73c\ub85c \ub354 \ub0ae\uc740 \ubc30\ud3ec \ube44\uc6a9\uc744 \ucd94\uad6c\ud558\ub4e0 Graviton\uc740 \uadc0\ud558\uc758 \uc0c8\ub85c\uc6b4 \uc635\uc158\uc774 \ub420 \ub9cc\ud55c \uac00\uce58\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"

        \uc0dd\uc131\uc801 AI\uc758 \uac1c\ubc1c\ub85c \uc778\ud574 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM) \ucd94\ub860\uc740 \uae30\uc5c5\uc774 \uc9c0\ub2a5\ud615 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud560 \ub54c \uc694\uad6c\ud558\ub294 \ud575\uc2ec \ucef4\ud4e8\ud305 \uc131\ub2a5 \uc911 \ud558\ub098\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ud559\uc2b5 \ub2e8\uacc4\uc5d0 \ube44\ud574 \ucd94\ub860 \ub2e8\uacc4\ub294 \ubd80\ud558\uac00 \ub354 \ud06c\uace0 \uc2e4\uc2dc\uac04 \uc694\uad6c \uc0ac\ud56d\uc774 \ub354 \ub192\uc73c\uba70 \uc131\ub2a5\uacfc \ube44\uc6a9 \uac04\uc758 \uade0\ud615\uc5d0 \ub354 \ub9ce\uc740 \uc8fc\uc758\ub97c \uae30\uc6b8\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc30\uacbd\uc5d0\uc11c Amazon Web Services(AWS)\uac00 \uac1c\ubc1c\ud55c Graviton \uc2dc\ub9ac\uc988 \ud504\ub85c\uc138\uc11c\ub294 \ub6f0\uc5b4\ub09c \ube44\uc6a9 \ud6a8\uc728\uc131\uacfc \ud3ed\ub113\uc740 \ud638\ud658\uc131\uc744 \uac16\ucdb0 AI \ucd94\ub860\uc744 \uc704\ud55c \uc0c8\ub85c\uc6b4 \uc120\ud0dd\uc774 \ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>","protected":false},"author":1,"featured_media":2877,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[],"class_list":["post-2874","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technical-sharing"],"_links":{"self":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/2874","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/comments?post=2874"}],"version-history":[{"count":0,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/2874\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/media\/2877"}],"wp:attachment":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/media?parent=2874"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/categories?post=2874"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/tags?post=2874"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}