{"id":12186,"date":"2025-11-06T17:11:48","date_gmt":"2025-11-06T09:11:48","guid":{"rendered":"https:\/\/ai-stack.ai\/?p=12186"},"modified":"2026-03-10T17:49:50","modified_gmt":"2026-03-10T09:49:50","slug":"manage-gpu-effectively","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/ko\/manage-gpu-effectively","title":{"rendered":"\uae30\uc5c5\uc774 AI\ub97c \ub3c4\uc785\ud560 \ub54c GPU \uc790\uc6d0\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uad00\ub9ac\ud558\ub824\uba74 \uc5b4\ub5bb\uac8c \ud574\uc57c \ud560\uae4c?"},"content":{"rendered":"\n

\uc0dd\uc131\ud615 AI(GenAI)\uc640 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc774 \ube60\ub974\uac8c \ud655\uc0b0\ub418\uba74\uc11c, \uae30\uc5c5\uc758 AI \ucef4\ud4e8\ud305 \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \uc804\ub840 \uc5c6\ub294 \uc18d\ub3c4\ub85c \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 IT \ubd80\uc11c\uac00 AI \ud504\ub85c\uc81d\ud2b8 \ub3c4\uc785\uc744 \uac00\uc18d\ud654\ud558\uae30 \uc704\ud574 \ub354 \ub9ce\uc740 GPU\ub97c \uad6c\ub9e4\ud558\uace0 \uc788\uc9c0\ub9cc, \ub3d9\uc2dc\uc5d0 \uc790\uc6d0 \uad00\ub9ac\uc758 \uc5b4\ub824\uc6c0\uc5d0\ub3c4 \uc9c1\uba74\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc8fc\ub85c \uc138 \uac00\uc9c0 \uc8fc\uc694 \ubb38\uc81c\uc810\uc73c\ub85c \ub098\ud0c0\ub0a9\ub2c8\ub2e4:<\/p>\n\n\n\n

    \n
  1. \uc11c\ub85c \ub2e4\ub978 \ube0c\ub79c\ub4dc GPU\uc758 \ud1b5\ud569 \uad00\ub9ac \uc5b4\ub824\uc6c0: \uae30\uc5c5\uc774 \uacfc\uac70\uc5d0 \uad6c\ub9e4\ud55c GPU\ub294 NVIDIA<\/a>, AMD<\/a> \ub4f1 \uc11c\ub85c \ub2e4\ub978 \ube0c\ub79c\ub4dc \uc81c\ud488\uc774\uba70, \uac01 \ubd80\uc11c\uc5d0 \ubd84\uc0b0\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc774\uc9c8\uc801\uc778 \ud558\ub4dc\uc6e8\uc5b4\ub294 \ud658\uacbd\uc5d0\uc11c\ub294 \uc911\uc559 \uc9d1\uc911\uc2dd \uad00\ub9ac\uc640 \uc790\uc6d0 \ubc30\ubd84, \ubaa8\ub2c8\ud130\ub9c1\uc774 \uc5b4\ub824\uc6cc \ucef4\ud4e8\ud305 \uc790\uc6d0\uc774 \ube44\ud6a8\uc728\uc801\uc73c\ub85c \ubd84\uc0b0\ub418\ub294 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
  2. \uc790\uc6d0 \ubc30\ubd84 \ubd88\uade0\ud615: \uc5b4\ub290 \ubd80\uc11c, \uc5b4\ub290 \ud504\ub85c\uc81d\ud2b8\uac00 \uc5bc\ub9c8\ub098 \ub9ce\uc740 GPU \uc0ac\uc6a9 \uc2dc\uac04\uc744 \uc815\ud655\ud788 \ucd94\uc801\ud558\uae30 \uc5b4\ub824\uc6cc \ub0b4\ubd80 \uc790\uc6d0 \uacbd\uc7c1\uacfc \ub300\uae30 \uc2dc\uac04\uc774 \ubc1c\uc0dd\ud558\uba70, \uc774\ub294 \ud504\ub85c\uc81d\ud2b8 \uc9c4\ud589\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4.<\/li>\n\n\n\n
  3. \uac00\uc2dc\uc131 \ubd80\uc871: \uae30\uc874 IT \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\ub294 GPU \uc138\ubd80 \uacc4\uce35\uae4c\uc9c0 \ubaa8\ub2c8\ud130\ub9c1\ud558\uc9c0 \ubabb\ud574 \ud6c8\ub828 \uc791\uc5c5\uc758 \uc2e4\uc2dc\uac04 \uc131\ub2a5 \ubcd1\ubaa9 \ud604\uc0c1\uc744 \ud30c\uc545\ud560 \uc218 \uc5c6\uc73c\uba70, \ud5a5\ud6c4 GPU \ub3c4\uc785\uc744 \uc704\ud55c \ub370\uc774\ud130 \uadfc\uac70\ub3c4 \uc81c\uacf5\ud558\uc9c0 \ubabb\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n

    \uae30\uc5c5 AI GPU \uc790\uc6d0 \ubaa8\ub2c8\ud130\ub9c1\uc758 \uc138 \uac00\uc9c0 \uce21\uba74<\/strong><\/h2>\n\n\n\n

    \uc9c4\uc815\uc73c\ub85c \ud6a8\uacfc\uc801\uc778 AI \uc790\uc6d0 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc740 \uae30\uc874 CPU\/\uba54\ubaa8\ub9ac \ubaa8\ub2c8\ud130\ub9c1\uc744 \ub118\uc5b4 AI \uc6cc\ud06c\ub85c\ub4dc\uc758 \ud575\uc2ec\uae4c\uc9c0 \uae4a\uc774 \ub4e4\uc5b4\uac00\uc57c \ud558\uba70, \ub2e4\uc74c \uc138 \uac00\uc9c0 \uce21\uba74\uc744 \ud3ec\ud568\ud574\uc57c \ud569\ub2c8\ub2e4:<\/p>\n\n\n\n

      \n
    1. \ud558\ub4dc\uc6e8\uc5b4 \uc218\uc900\uc758 \uc2ec\uce35 \ubaa8\ub2c8\ud130\ub9c1 (\uc2e4\uc2dc\uac04 \uc0c1\ud0dc \ubc0f \uc131\ub2a5)<\/strong><\/li>\n<\/ol>\n\n\n\n

      \uc774\ub294 AI \uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc801\uc774\uace0 \ud6a8\uc728\uc801\uc778 \uc6b4\uc601\uc744 \uc704\ud55c \uae30\ubc18\uc73c\ub85c, \ud558\uc704 \ud558\ub4dc\uc6e8\uc5b4 \ubc0f \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc6b4\uc601 \uc0c1\ud0dc\uc5d0 \uc9d1\uc911\ud569\ub2c8\ub2e4:<\/p>\n\n\n\n

        \n
      • \ucef4\ud4e8\ud305 \uc790\uc6d0: GPU, CPU, \uba54\ubaa8\ub9ac, \ub124\ud2b8\uc6cc\ud06c \ub4f1 \ud558\ub4dc\uc6e8\uc5b4 \uc790\uc6d0\uc758 \uc0ac\uc6a9\ub960, \ubd80\ud558, \uc628\ub3c4\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uc5ec \ucef4\ud4e8\ud305 \uc131\ub2a5\uc774 \ucda9\ubd84\ud55c\uc9c0 \ubcd1\ubaa9 \ud604\uc0c1\uc774 \uc5c6\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
      • \uc2a4\ud1a0\ub9ac\uc9c0 \uc790\uc6d0: \uc800\uc7a5 \uacf5\uac04\uc758 \uc6a9\ub7c9, \uc77d\uae30\/\uc4f0\uae30 \uc18d\ub3c4 \ubc0f \ubc31\uc5c5 \uc0c1\ud0dc\ub97c \ucd94\uc801\ud558\uc5ec AI \ubaa8\ub378\uacfc \ub300\uaddc\ubaa8 \ud559\uc2b5 \ub370\uc774\ud130\uac00 \uc801\uc808\ud788 \uc800\uc7a5 \ubc0f \uc811\uadfc \uac00\ub2a5\ud558\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
      • \uc2dc\uc2a4\ud15c \uc548\uc815\uc131: \uc2dc\uc2a4\ud15c \uac00\ub3d9 \uc2dc\uac04(Uptime), \uc11c\ube44\uc2a4 \uac00\uc6a9\uc131 \ubc0f \uc624\ub958\uc728\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uc5ec \uc2dc\uc2a4\ud15c \uc7a5\uc560\ub098 \uc131\ub2a5 \uc800\ud558 \uc2dc \uc989\uc2dc \uc54c\ub9bc\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
      • \ube44\uc6a9 \uad00\ub9ac: GPU \uc0ac\uc6a9\ub7c9 \ub4f1 \ucef4\ud4e8\ud305 \uc790\uc6d0 \uc0ac\uc6a9 \ube44\uc6a9\uc744 \ucd94\uc801\ud558\uc5ec \uae30\uc5c5\uc774 \ube44\uc6a9\uc744 \ud1b5\uc81c\ud558\uace0 \uc790\uc6d0 \ubc30\ubd84\uc744 \ucd5c\uc801\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n
          \n
        1. \ud504\ub85c\uc81d\ud2b8 \ubc0f \uc0ac\uc6a9\uc790 \uc0ac\uc6a9\ub7c9 \ucd94\uc801 (\uacf5\uc815\uc131 \ubc0f \uacfc\uae08)<\/strong><\/li>\n<\/ol>\n\n\n\n

          \ub2e4\uc911 \ud14c\ub10c\ud2b8(Multi-Tenant) \uae30\uc5c5 \ud658\uacbd\uc5d0\uc11c \uc790\uc6d0\uc758 \uacf5\uc815\ud55c \uc790\uc6d0 \ubc30\ubd84\uc740 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \ud6a8\uacfc\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c\uc740 \ub2e4\uc74c\uc744 \uc815\ud655\ud788 \uae30\ub85d\ud560 \uc218 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4:<\/p>\n\n\n\n

            \n
          • \uc790\uc6d0 \ud560\ub2f9\ub7c9(Quota): \ubd80\uc11c\ubcc4 \ub610\ub294 \ud504\ub85c\uc81d\ud2b8\ubcc4 \uc790\uc6d0 \uc0c1\ud55c\uc120 \uc124\uc815.<\/li>\n\n\n\n
          • \uc790\uc6d0 \uc0ac\uc6a9 \uc2dc\uac04: GPU-Hour \ub2e8\uc704\uc758 \uc815\ubc00\ud55c \uacc4\uc0b0\uc73c\ub85c \ub0b4\ubd80 \uc694\uae08 \uc0b0\uc815 \ubc0f \uc790\uc6d0 \ubc30\ubd84\uc5d0 \ud22c\uba85\ud55c \ub370\uc774\ud130 \uc81c\uacf5.<\/li>\n\n\n\n
          • \uc2e4\uc2dc\uac04 \ucd94\uc801: \uac01 \uc0ac\uc6a9\uc790\uc758 \ud604\uc7ac \uc2e4\ud589 \uc911\uc778 \uc791\uc5c5 \ubc0f \uc810\uc720 \uc911\uc778 GPU \uc218 \ud30c\uc545.<\/li>\n<\/ul>\n\n\n\n
              \n
            1. \uc6cc\ud06c\ub85c\ub4dc \uc2e4\uc2dc\uac04 \uc0c1\ud0dc(MLOps \ud504\ub85c\uc138\uc2a4 \ucd5c\uc801\ud654)<\/strong><\/li>\n<\/ol>\n\n\n\n

              \ubaa8\ub2c8\ud130\ub9c1\uc740 \ud558\ub4dc\uc6e8\uc5b4 \uc0c1\ud0dc \ud655\uc778\uc744 \ub118\uc5b4 MLOps \ud504\ub85c\uc138\uc2a4\ub97c \uc9c0\uc6d0\ud574\uc57c \ud569\ub2c8\ub2e4. \ubaa8\ub2c8\ud130\ub9c1 \ub3c4\uad6c\ub294 Kubernetes\/Docker \ub4f1 \ucee8\ud14c\uc774\ub108\ud654 \uae30\ubc18\uacfc \uae34\ubc00\ud788 \ud1b5\ud569\ub418\uc5b4 \uc2e4\uc2dc\uac04\uc73c\ub85c \ub2e4\uc74c\uc744 \ud53c\ub4dc\ubc31\ud574\uc57c \ud569\ub2c8\ub2e4:<\/p>\n\n\n\n

                \n
              • \uc791\uc5c5 \ub300\uae30 \uc2dc\uac04: \uc790\uc6d0 \ubcd1\ubaa9 \uc9c0\uc810 \ud30c\uc545.<\/li>\n\n\n\n
              • \ud658\uacbd \ubc30\ud3ec \uc18d\ub3c4: \uac1c\ubc1c\uc790\uac00 \uc2e0\uc18d\ud788 \uc791\uc5c5 \uc0c1\ud0dc \uc9c4\uc785 \uac00\ub2a5 \ubcf4\uc7a5.<\/li>\n<\/ul>\n\n\n\n

                AI-Stack: AI \uc778\ud504\ub77c \uad00\ub9ac \uc194\ub8e8\uc158<\/strong><\/h2>\n\n\n\n

                \uc778\ud53c\ub2c8\ud2f1\uc2a4 INFINITIX AI-Stack\uc740 \uae30\uc5c5 AI \ub3c4\uc785\uc744 \uc9c0\uc6d0\ud558\uae30 \uc704\ud574 \ud2b9\ubcc4\ud788 \uc124\uacc4\ub41c \uc194\ub8e8\uc158\uc73c\ub85c, \ubaa8\ub2c8\ud130\ub9c1\uacfc \uad00\ub9ac\ub97c \uc2ec\uce35\uc801\uc73c\ub85c \ud1b5\ud569\ud558\uc5ec \uc790\uc6d0 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud569\ub2c8\ub2e4. \uc8fc\uc694 \uae30\ub2a5\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n

                  \n
                1. \ub2e4\uc591\ud55c \ube0c\ub79c\ub4dc \ubc0f \ubaa8\ub378\uc758 GPU \uc790\uc6d0 \ud1b5\ud569 \uad00\ub9ac: AI-Stack\uc740 NVIDIA\uc640 AMD \ub450 \uc8fc\uc694 \ube0c\ub79c\ub4dc\uc758 GPU\ub97c \ub3d9\uc2dc\uc5d0 \uad00\ub9ac\ud560 \uc218 \uc788\uc73c\uba70, \uae30\uc5c5 \ub0b4 \ubd80\uc11c\ubcc4\ub85c \ubd84\uc0b0\ub41c \ucef4\ud4e8\ud305 \uc790\uc6d0\uc744 \ud1b5\ud569\ud558\uc5ec \ub2e8\uc77c \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc77c\uad00\ub41c \uc2ec\uce35 \ubaa8\ub2c8\ud130\ub9c1\uacfc \uc790\uc6d0 \uc2a4\ucf00\uc904\ub9c1\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\uc9c8\uc801\uc778 \ud558\ub4dc\uc6e8\uc5b4 \uac04 \uc6b4\uc601 \ubc0f \uad00\ub9ac \ubb38\uc81c\uc810\uc744 \ud574\uacb0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
                2. \ud1b5\ud569 \ub300\uc2dc\ubcf4\ub4dc\uc640 \uc2ec\uce35 \uc778\uc0ac\uc774\ud2b8: \ud50c\ub7ab\ud3fc\uc740 \ud1b5\ud569\ub41c \uc2dc\uac01\ud654 \uae30\ubc18 \ub300\uc2dc\ubcf4\ub4dc \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\uc5ec \uad00\ub9ac\uc790\uac00 \ubaa8\ub4e0 \uc790\uc6d0 \uc0ac\uc6a9 \ud604\ud669\uacfc \ud504\ub85c\uc81d\ud2b8 \uc9c4\ud589 \uc0c1\ud669\uc744 \ud55c\ub208\uc5d0 \ud30c\uc545\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \ub300\uc2dc\ubcf4\ub4dc\ub294 \uac01 GPU \ub178\ub4dc \uc0ac\uc6a9\ub960, \ub178\ub4dc \uc0ac\uc591, \ud558\ub4dc\uc6e8\uc5b4 \uc0c1\ud0dc, \ud504\ub85c\uc81d\ud2b8 \ubc0f \uc0ac\uc6a9\uc790 \uc0ac\uc6a9 \uc2dc\uac04 \ub4f1 \ubaa8\ub4e0 \ud575\uc2ec \ub370\uc774\ud130\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ud45c\uc2dc\ud558\uc5ec \uc758\uc0ac \uacb0\uc815\uc790\uac00 \ub370\uc774\ud130\uc5d0 \uae30\ubc18\ud574 \ud5a5\ud6c4 \uad6c\ub9e4 \uacc4\ud68d\uc744 \uc218\ub9bd\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n
                3. GPU \ubd84\ud560 \ubc0f \ud560\ub2f9\ub7c9 \uad00\ub9ac: AI-Stack\uc740 \ucca8\ub2e8 GPU \ubd84\ud560 \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec \ub300\uaddc\ubaa8 \ub2e8\uc77c GPU \ucef4\ud4e8\ud305 \uc790\uc6d0\uc744 \ubd84\ud560\ud558\uace0 \uc5ec\ub7ec AI \ud504\ub85c\uc81d\ud2b8\ub098 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc815\ud655\ud558\uac8c \ud560\ub2f9\ud569\ub2c8\ub2e4. \uac15\ub825\ud55c \ub2e4\uc911 \ud14c\ub10c\ud2b8 \uad00\ub9ac \uba54\ucee4\ub2c8\uc998\uacfc \uc790\uc6d0 \ud560\ub2f9\ub7c9 \uc81c\ub3c4\ub97c \uacb0\ud569\ud568\uc73c\ub85c\uc368 \ucef4\ud4e8\ud305 \uc790\uc6d0 \uacfc\uc789 \ubb38\uc81c\ub97c \ud574\uacb0\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc790\uc6d0 \uc0ac\uc6a9\uc758 \ub192\uc740 \uacf5\uc815\uc131\uacfc \ud22c\uba85\uc131\uc744 \uc2e4\ud604\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n\n\n\n

                  \u2018\ubaa8\ub2c8\ud130\ub9c1\u2019\uc5d0\uc11c \u2018\uc9c0\ub2a5\ud615 \uad00\ub9ac\u2019\ub85c<\/strong><\/h2>\n\n\n\n

                  AI-Stack\uc740 \uae30\uc5c5\uc774 AI \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \uc644\uc804\ud55c \ud1b5\uc81c\uad8c\uc744 \ubd80\uc5ec\ud558\uba70, \ud22c\uba85\ud558\uace0 \uc815\ubc00\ud55c \ubaa8\ub2c8\ud130\ub9c1 \ub300\uc2dc\ubcf4\ub4dc\ub97c \uc81c\uacf5\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc131\uc219\ud55c GPU \uc2ac\ub77c\uc774\uc2f1 \uae30\uc220\uc744 \ud1b5\ud574 \uc790\uc6d0 \ub0ad\ube44\uc640 \ubd88\uade0\ud615\ud55c \ud560\ub2f9 \ubb38\uc81c\ub97c \uadfc\ubcf8\uc801\uc73c\ub85c \ud574\uacb0\ud569\ub2c8\ub2e4. AI-Stack\uc744 \ud1b5\ud574 \uae30\uc5c5\uc740 \ud558\ub4dc\uc6e8\uc5b4 \ud22c\uc790 \uc218\uc775\uc744 \uadf9\ub300\ud654\ud558\uace0 \uc790\uc6d0 \uc6b4\uc601 \ub9ac\uc2a4\ud06c\ub97c \ucd5c\uc18c\ud654\ud558\uc5ec AI \ube44\uc988\ub2c8\uc2a4 \ud601\uc2e0\uacfc \uc0c1\uc6a9\ud654\ub97c \uac00\uc18d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"

                  GenAI\uc758 \ud655\uc0b0\uacfc \ud568\uaed8 \uae30\uc5c5\uc758 GPU \ucef4\ud4e8\ud305 \uc218\uc694\uac00 \uae09\uc99d\ud558\uace0 \uc788\uc9c0\ub9cc, \uc11c\ub85c \ub2e4\ub978 GPU \ube0c\ub79c\ub4dc \uad00\ub9ac\uc758 \uc5b4\ub824\uc6c0, \uc790\uc6d0 \ubc30\ubd84 \ubd88\uade0\ud615, GPU \uc0ac\uc6a9 \ud604\ud669\uc5d0 \ub300\ud55c \uac00\uc2dc\uc131 \ubd80\uc871\uc774\ub77c\ub294 \uc138 \uac00\uc9c0 \uc8fc\uc694 \uacfc\uc81c\uc5d0 \uc9c1\uba74\ud574 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uae30\uc5c5\uc774 GPU \uc790\uc6d0\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uad00\ub9ac\ud558\ub294 \ubc29\ubc95\uc744 \uc0b4\ud3b4\ubd05\ub2c8\ub2e4.<\/p>\n","protected":false},"author":253372388,"featured_media":12243,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_crdt_document":"","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[96988308,96988278],"tags":[96988310,96988357,96988358],"class_list":["post-12186","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-focus","category-featured-articles","tag-gpu-ko","tag-gpu--","tag-ai-stack-"],"blocksy_meta":[],"acf":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2025\/11\/Blog%E5%B0%81%E9%9D%A2%E5%9C%96-1-b01d0828.jpg?fit=1920%2C1080&quality=100&ct=202603031250&ssl=1","jetpack_shortlink":"https:\/\/wp.me\/ph344V-3ay","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/posts\/12186","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/users\/253372388"}],"replies":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/comments?post=12186"}],"version-history":[{"count":1,"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/posts\/12186\/revisions"}],"predecessor-version":[{"id":12190,"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/posts\/12186\/revisions\/12190"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/media\/12243"}],"wp:attachment":[{"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/media?parent=12186"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/categories?post=12186"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/tags?post=12186"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}