{"id":13230,"date":"2026-05-22T20:13:00","date_gmt":"2026-05-22T12:13:00","guid":{"rendered":"https:\/\/ai-stack.ai\/?p=13230"},"modified":"2026-05-22T21:24:46","modified_gmt":"2026-05-22T13:24:46","slug":"gpu-npu-tpu-lpu","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/ko\/gpu-npu-tpu-lpu","title":{"rendered":"GPU, NPU, TPU, LPU&#8230; 2026\ub144 &#8216;PU \ud328\ubc00\ub9ac&#8217;\ub294 \ub3c4\ub300\uccb4 \uba87 \uc885\ub958\uc778\uac00? AI \uc2dc\ub300\uc758 \ud504\ub85c\uc138\uc11c \uc804\uacbd\uc744 \ud55c \ubc88\uc5d0 \uc815\ub9ac"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>30\ucd08 \uc694\uc57d<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">2026\ub144, AI \ud504\ub85c\uc138\uc11c\ub294 \ub354 \uc774\uc0c1 GPU\ub9cc\uc774 \uc544\ub2d9\ub2c8\ub2e4. AI \uc751\uc6a9\uc774 &#8216;\ud559\uc2b5&#8217;\uc5d0\uc11c &#8216;\ucd94\ub860&#8217;\uc73c\ub85c, &#8216;\ud074\ub77c\uc6b0\ub4dc&#8217;\uc5d0\uc11c &#8216;\uc5e3\uc9c0&#8217;\ub85c \uc774\ub3d9\ud558\uba74\uc11c, \ud2b9\uc815 \uc791\uc5c5\uc5d0 \ud2b9\ud654\ub41c \ud504\ub85c\uc138\uc11c\uac00 \ud3ed\ubc1c\uc801\uc73c\ub85c \ub298\uc5b4\ub098\uace0 \uc788\uc2b5\ub2c8\ub2e4: <strong>GPU\ub294 \ud559\uc2b5\uc744 \uc8fc\ub3c4\ud558\uace0, TPU\ub294 \ud074\ub77c\uc6b0\ub4dc \uaddc\ubaa8\ub97c \ucc28\uc9c0\ud558\uba70, NPU\ub294 \ub2e8\ub9d0\uae30 \ucd94\ub860\uc5d0 \uac15\uc810\uc774 \uc788\uace0, LPU\ub294 \uc800\uc9c0\uc5f0 \ucd94\ub860\uc5d0 \ud2b9\ud654\ub418\uba70, DPU\ub294 \ub370\uc774\ud130\uc13c\ud130 \uc778\ud504\ub77c\ub97c \ub2f4\ub2f9\ud569\ub2c8\ub2e4<\/strong>. NVIDIA\uac00 2025\ub144 \ub9d0 200\uc5b5 \ub2ec\ub7ec\ub97c \ub4e4\uc5ec Groq\uc758 LPU \uae30\uc220\uc744 \uc778\uc218\ud55c \uac83\uc740 &#8216;\ub2e8\uc77c \ud504\ub85c\uc138\uc11c\uac00 AI\ub97c \uc9c0\ubc30\ud558\ub294 \uc2dc\ub300&#8217;\uc758 \uc885\ub9d0\uc744 \uacf5\uc2dd\uc801\uc73c\ub85c \uc120\uc5b8\ud55c \uc0ac\uac74\uc774\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ubcf8 \uae00\uc5d0\uc11c\ub294 2026\ub144\uc758 \ubaa8\ub4e0 \uc8fc\uc694 PU\uc758 \uc5ed\ud560, \uc801\uc6a9 \uc2dc\ub098\ub9ac\uc624, \uc120\ud0dd \uae30\uc900\uc744 \ud55c \ubc88\uc5d0 \uc815\ub9ac\ud558\uace0, \uae30\uc5c5 AI \uc778\ud504\ub77c\uac00 \uc65c &#8216;\uc774\uae30\uc885 \ucef4\ud4e8\ud305&#8217; \uad00\ub9ac \ub2a5\ub825\uc744 \ud544\uc694\ub85c \ud558\uae30 \uc2dc\uc791\ud588\ub294\uc9c0\ub97c \uc124\uba85\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uc65c 2026\ub144\uc5d0 \uac11\uc790\uae30 \uc774\ub807\uac8c \ub9ce\uc740 &#8216;PU&#8217;\uac00 \ub4f1\uc7a5\ud588\uc744\uae4c?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc9c0\ub09c 10\ub144\uac04 GPU\ub294 \uc0ac\uc2e4\uc0c1 AI \ud504\ub85c\uc138\uc11c\uc758 \ub300\uba85\uc0ac\uc600\uc2b5\ub2c8\ub2e4. NVIDIA\uc758 CUDA \uc0dd\ud0dc\uacc4\uac00 \ub108\ubb34 \uacac\uace0\ud558\uac8c \uad6c\ucd95\ub418\uc5b4 GPU\uac00 AI \ud559\uc2b5\uc758 \uae30\ubcf8 \uc120\ud0dd\uc9c0\uac00 \ub418\uc5c8\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uadf8\ub7ec\ub098 2026\ub144\uc758 AI \ucef4\ud4e8\ud305\uc740 \ub354 \uc774\uc0c1 \uac19\uc740 \ubaa8\uc2b5\uc774 \uc544\ub2d9\ub2c8\ub2e4. \uc138 \uac00\uc9c0 \ud798\uc774 \uac8c\uc784\uc758 \ud310\ub3c4\ub97c \ubc14\uafe8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uccab\uc9f8, AI \uc6cc\ud06c\ub85c\ub4dc\uac00 \uace0\ub3c4\ub85c \ubd84\ud654\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/strong> \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 \ud559\uc2b5\uc740 \uc77c\ud68c\uc131\uc758 \uace0\ubc00\ub3c4 \uacc4\uc0b0\uc774\uc9c0\ub9cc, \ud559\uc2b5 \ud6c4 \ub9e4\uc77c \uc218\uc2ed\uc5b5 \ubc88 \ud638\ucd9c\ub418\ub294 &#8216;\ucd94\ub860'(Inference)\uc774\uc57c\ub9d0\ub85c \uc9c4\uc9dc \ube44\uc6a9\uc758 \uc6d0\ucc9c\uc785\ub2c8\ub2e4. <a href=\"https:\/\/www.breezyscroll.com\/technology-news\/nvidia-groq-3-lpu-gtc-2026-inference-chip\/\" target=\"_blank\" rel=\"noopener\">Morgan Stanley\ub294 2028\ub144 AI \ucd94\ub860 \ucef4\ud4e8\ud305 \uc218\uc694\uac00 \ud559\uc2b5\uc758 10\ubc30\ub97c \ub118\uc744 \uac83\uc73c\ub85c \uc608\uce21<\/a>\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud559\uc2b5\uacfc \ucd94\ub860\uc740 \uacc4\uc0b0 \ud328\ud134\uc774 \uadfc\ubcf8\uc801\uc73c\ub85c \ub2e4\ub974\ubbc0\ub85c, \ub3d9\uc77c \ud504\ub85c\uc138\uc11c\ub85c \ub450 \uac00\uc9c0\ub97c \ucc98\ub9ac\ud558\ub294 \ud6a8\uc728\uc5d0\ub294 \ud55c\uacc4\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ub458\uc9f8, AI\uac00 \ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c \ub2f9\uc2e0\uc758 \uc8fc\uba38\ub2c8\ub85c \uc774\ub3d9\ud558\uae30 \uc2dc\uc791\ud588\uc2b5\ub2c8\ub2e4.<\/strong> \uc2a4\ub9c8\ud2b8\ud3f0, \uc790\ub3d9\ucc28, IoT \uae30\uae30 \ubaa8\ub450 AI\ub97c \uc2e4\ud589\ud574\uc57c \ud558\uc9c0\ub9cc, \uc774 \uae30\uae30\ub4e4\uc740 <a href=\"https:\/\/ai-stack.ai\/en\/what-is-ai-data-center\">\ub370\uc774\ud130\uc13c\ud130\uae09 GPU<\/a>\ub97c \ud0d1\uc7ac\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \uc800\uc804\ub825, \uc800\uc9c0\uc5f0, \uae30\uae30\uc5d0\uc11c \uc9c1\uc811 AI\ub97c \uc2e4\ud589\ud560 \uc218 \uc788\ub294 \ud504\ub85c\uc138\uc11c\uc758 \uc218\uc694\uac00 NPU \uac19\uc740 &#8216;\uc5e3\uc9c0 AI \uac00\uc18d\uae30&#8217;\ub97c \ud0c4\uc0dd\uc2dc\ucf30\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uc14b\uc9f8, \ub300\uae30\uc5c5\uc774 \uc790\uccb4 \uc2e4\ub9ac\ucf58 \uc124\uacc4\uc5d0 \ub6f0\uc5b4\ub4e4\uc5c8\uc2b5\ub2c8\ub2e4.<\/strong> Google\uc758 TPU, Amazon\uc758 Trainium\uacfc Inferentia, Meta\uc758 MTIA, Microsoft\uc758 Athena \u2500\u2500 \ud558\uc774\ud37c\uc2a4\ucf00\uc77c\ub7ec\uac00 \uc77c\uc81c\ud788 <a href=\"https:\/\/ai-stack.ai\/en\/asic-vs-gpu\">\uc790\uccb4 AI \uc2e4\ub9ac\ucf58(ASIC)<\/a>\uc5d0 \ud22c\uc790\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub2e8\uc77c \uacf5\uae09\uc5c5\uccb4 \uc758\uc874 \ube44\uc6a9\uc774 \ub108\ubb34 \ub192\uace0, \uac01 \ud68c\uc0ac\uc758 \uc6cc\ud06c\ub85c\ub4dc \ud2b9\uc131\uc774 \ub2e4\ub974\uae30 \ub54c\ubb38\uc5d0 \uc790\uccb4 \uc124\uacc4 ASIC\uc73c\ub85c \ubaa9\uc801\uc5d0 \ub9de\ub294 \ucd5c\uc801\ud654\ub97c \ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774 \uc138 \uac00\uc9c0 \ud798\uc774 \ud569\uccd0\uc838 2024\ub144\ubd80\ud130 AI \ud504\ub85c\uc138\uc11c \uc2dc\uc7a5\uc740 &#8216;GPU \uc77c\uac15 \uccb4\uc81c&#8217;\uc5d0\uc11c &#8216;PU \uad70\uc6c5\ud560\uac70 \uc2dc\ub300&#8217;\ub85c \ubcc0\ubaa8\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uc8fc\uc694 5\uac1c PU\ub97c \ud55c \ubc88\uc5d0 \uc774\ud574\ud558\uae30<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>CPU(\uc911\uc559\ucc98\ub9ac\uc7a5\uce58) \u2014 \uc5ec\uc804\ud788 \uc2dc\uc2a4\ud15c\uc758 \uc0ac\ub839\uad00<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">&#8216;AI \ud504\ub85c\uc138\uc11c&#8217;\ub294 \uc544\ub2c8\uc9c0\ub9cc, PU \ud328\ubc00\ub9ac \uc804\uccb4\ub97c \uc774\ud574\ud558\ub824\uba74 CPU\ubd80\ud130 \uc2dc\uc791\ud574\uc57c \ud569\ub2c8\ub2e4. CPU\ub294 \uc800\uc9c0\uc5f0, \ubcf5\uc7a1\ud55c \ubd84\uae30 \ub17c\ub9ac, \uc2dc\uc2a4\ud15c \ud611\uc870\uc5d0 \ub2a5\ud558\uba70, \uc774\ub294 AI \uac00\uc18d\uae30\uac00 \uc798\ud558\uc9c0 \ubabb\ud558\ub294 \uc601\uc5ed\uc785\ub2c8\ub2e4. \ud604\ub300 AI \uc2dc\uc2a4\ud15c\uc5d0\uc11c <strong>CPU\ub294 \ub370\uc774\ud130 \uc804\ucc98\ub9ac, \uc791\uc5c5 \uc2a4\ucf00\uc904\ub9c1, \ucd9c\ub825 \ud6c4\ucc98\ub9ac\ub97c \ub2f4\ub2f9<\/strong>\ud558\uba70, \ubcf8\uaca9\uc801\uc778 \uc218\uce58 \uacc4\uc0b0\uc740 \ub2e4\ub978 PU\uc5d0 \uc704\uc784\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc2e4\uc81c \uc6a9\ub3c4\ub85c\ub294 \ub370\uc774\ud130 \uc815\uc81c, ETL \ud30c\uc774\ud504\ub77c\uc778, \uc804\ud1b5\uc801 \uba38\uc2e0\ub7ec\ub2dd(\uc758\uc0ac\uacb0\uc815\ub098\ubb34, \uc120\ud615\ud68c\uadc0 \ub4f1), \uadf8\ub9ac\uace0 \ubaa8\ub4e0 AI \uac00\uc18d\uae30\uc5d0 \ub300\ud55c \uc9c0\uc2dc \ubc1c\ub839 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>GPU(\uadf8\ub798\ud53d \ucc98\ub9ac \uc7a5\uce58) \u2014 AI \ud559\uc2b5\uc758 \uc8fc\ub825, \ubc94\uc6a9\uc131\uc758 \uc655\uc790<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc6d0\ub798 \ube44\ub514\uc624 \uac8c\uc784 \uadf8\ub798\ud53d \ucc98\ub9ac\ub97c \uc704\ud574 \ud0c4\uc0dd\ud55c GPU\ub294 \uc218\ucc9c \uac1c\uc758 \ubcd1\ub82c \ucef4\ud4e8\ud305 \ucf54\uc5b4\ub97c \uac00\uc9c0\uace0 \uc788\uc5b4 \uc758\uc678\ub85c AI \ud559\uc2b5\uc5d0 \ucd5c\uc801\uc758 \uc120\ud0dd\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uace0\uae09 GPU(\uc608: <a href=\"https:\/\/ai-stack.ai\/en\/blackwell-vs-mi300x\">NVIDIA Blackwell\uacfc AMD MI300X<\/a>)\ub294 80~300 TFLOPS\uc758 \ubd80\ub3d9\uc18c\uc218\uc810 \uc5f0\uc0b0 \uc131\ub2a5\uc744 \uad6c\ud604\ud558\uba70, \uc644\uc804\ud788 \uc131\uc219\ud55c CUDA \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc0dd\ud0dc\uacc4\ub97c \ubcf4\uc720\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>GPU\uc758 \uac15\uc810:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ub300\uaddc\ubaa8 \ubcd1\ub82c \ucef4\ud4e8\ud305 \ub2a5\ub825<\/li>\n\n\n\n<li>\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc0dd\ud0dc\uacc4(CUDA, PyTorch, TensorFlow)\uc758 \uc131\uc219\ub3c4\uac00 \uc5c5\uacc4 \ucd5c\uace0<\/li>\n\n\n\n<li>\ubc94\uc6a9\uc131\uc774 \ub192\uc544 \ud559\uc2b5\uacfc \ucd94\ub860 \ubaa8\ub450\uc5d0 \uc0ac\uc6a9 \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>GPU\uc758 \ud55c\uacc4:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc804\ub825 \uc18c\ube44\uac00 \ub192\uace0 \ub2e8\uac00\ub3c4 \ube44\uc2f8\ub2e4<\/li>\n\n\n\n<li>\ud2b9\uc815 AI \uc791\uc5c5(\uc800\uc9c0\uc5f0 \ucd94\ub860 \ub4f1)\uc5d0\uc11c\ub294 \uc131\ub2a5\uc774 \ub0ad\ube44\ub41c\ub2e4<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">GPU\ub294 \ud604\uc7ac AI \ud559\uc2b5\uc758 \uc0ac\uc2e4\uc0c1 \ud45c\uc900\uc774\uba70, \ub300\uaddc\ubaa8 \ucd94\ub860\uc758 \uc8fc\ub825\uc785\ub2c8\ub2e4. \uc911\uad6d \uc2dc\uc7a5\uc6a9 \ud2b9\uc218 \ubc84\uc804\uc778 <a href=\"https:\/\/ai-stack.ai\/en\/nvidia-h20\">NVIDIA H20<\/a>\ub294 \uc9c0\uc815\ud559\uc801 \uc694\uc778\uc774 GPU \uacf5\uae09\ub9dd\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \ubcf4\uc5ec\uc8fc\uae30\ub3c4 \ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 2026\ub144\ubd80\ud130 \ucd94\ub860 \uc2dc\uc7a5\uc740 \ubd84\ud654\ub418\uae30 \uc2dc\uc791\ud588\uace0, GPU\ub294 \ub354 \uc774\uc0c1 \uc720\uc77c\ud55c \uc120\ud0dd\uc9c0\uac00 \uc544\ub2d9\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>TPU(Tensor Processing Unit, \ud150\uc11c \ucc98\ub9ac \uc7a5\uce58) \u2014 Google \ud074\ub77c\uc6b0\ub4dc\uc758 \ube44\uc7a5\uc758 \uce74\ub4dc<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">TPU\ub294 Google\uc774 2015\ub144\ubd80\ud130 \uc790\uccb4 \uac1c\ubc1c\ud55c ASIC(\ud2b9\uc815\uc6a9\ub3c4 \uc9d1\uc801\ud68c\ub85c)\uc73c\ub85c, \uc2e0\uacbd\ub9dd\uc5d0\uc11c \uac00\uc7a5 \uc790\uc8fc \uc4f0\uc774\ub294 \uc5f0\uc0b0 \u2500\u2500 <strong>\ud589\ub82c \uacf1\uc148(\ud150\uc11c \uc5f0\uc0b0)<\/strong> \u2500\u2500 \uc5d0 \ucd5c\uc801\ud654\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">TPU\ub294 &#8216;<strong>\uc2dc\uc2a4\ud1a8\ub9ad \uc5b4\ub808\uc774<\/strong>(Systolic Array)&#8217; \uc544\ud0a4\ud14d\ucc98\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uac00 \uc5f0\uc0b0 \uc720\ub2db \uc0ac\uc774\ub97c \ud30c\uc774\ud504\ub77c\uc778 \ubc29\uc2dd\uc73c\ub85c \ud750\ub974\uac8c \ud568\uc73c\ub85c\uc368 \uba54\ubaa8\ub9ac \uc811\uadfc \ube44\uc6a9\uc744 \ub300\ud3ed \uc808\uac10\ud569\ub2c8\ub2e4. <a href=\"https:\/\/www.eigenstate.dev\/essay\/cpu-vs-gpu-vs-tpu-vs-npu-ai-hardware-architecture-guide-2026\" target=\"_blank\" rel=\"noopener\">1\uc138\ub300 TPU \uc2dc\uc810\uc5d0 \uc774\ubbf8 \ub3d9\uc2dc\ub300 CPU \ub300\ube44 83\ubc30, GPU \ub300\ube44 29\ubc30\uc758 \uc804\ub825 \ud6a8\uc728\uc744 \uc785\uc99d<\/a>\ud588\uc2b5\ub2c8\ub2e4. 2026\ub144 \ucd5c\uc2e0 \uc138\ub300 TPU(\ucf54\ub4dc\uba85 Ironwood)\ub294 Google \uc790\uccb4\uc758 \uad11 \ud68c\uc120 \uc2a4\uc704\uce58 \uc0c1\ud638 \uc5f0\uacb0 \uae30\uc220\uc744 \ud1b5\ud574 \ub2e8\uc77c \ub799\uc5d0\uc11c 9,216\uac1c\uc758 TPU\ub97c \uc5f0\uacb0\ud560 \uc218 \uc788\uc73c\uba70, \uadf8 \uaddc\ubaa8\ub294 \uc5b4\ub5a4 \uacbd\uc7c1\uc0ac\ub3c4 \ub530\ub77c\uc62c \uc218 \uc5c6\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>TPU\uc758 \uac15\uc810:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ub300\uaddc\ubaa8 AI \ud559\uc2b5 \ubc0f \ucd94\ub860\uc5d0\uc11c \uc804\ub825 \ud6a8\uc728\uc774 \ub9e4\uc6b0 \uc6b0\uc218<\/li>\n\n\n\n<li>TensorFlow \/ JAX \ub4f1 Google \uc0dd\ud0dc\uacc4\uc640\uc758 \ub9e4\ub044\ub7ec\uc6b4 \ud1b5\ud569<\/li>\n\n\n\n<li>\ud074\ub77c\uc6b0\ub4dc \uaddc\ubaa8 \ud655\uc7a5\uc131\uc774 \uac15\ub825<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>TPU\uc758 \ud55c\uacc4:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Google Cloud\ub97c \ud1b5\ud574\uc11c\ub9cc \uc0ac\uc6a9 \uac00\ub2a5, \ud504\ub77c\uc774\ube57 \ubc30\ud3ec \ubd88\uac00<\/li>\n\n\n\n<li>\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc0dd\ud0dc\uacc4\uac00 \ube44\uad50\uc801 \ud3d0\uc1c4\uc801\uc774\uba70 \ud06c\ub85c\uc2a4\ud50c\ub7ab\ud3fc \uc774\uc2dd \ube44\uc6a9\uc774 \ub192\ub2e4<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">TPU\ub294 Google Cloud\uc758 \ucc28\ubcc4\ud654 \ubb34\uae30\uc774\uba70, Google \ud074\ub77c\uc6b0\ub4dc \uc0dd\ud0dc\uacc4\uc5d0 \uc7a5\uae30\uc801\uc73c\ub85c \ud5cc\uc2e0\ud558\ub294 \uace0\uac1d\uc5d0\uac8c \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>NPU(Neural Processing Unit, \uc2e0\uacbd\ub9dd \ucc98\ub9ac \uc7a5\uce58) \u2014 \uc5e3\uc9c0 AI\uc640 \uc628\ub514\ubc14\uc774\uc2a4 \ucd94\ub860\uc758 \ud575\uc2ec<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">NPU\ub294 &#8216;<strong>\uae30\uae30\uc5d0\uc11c \uc2e0\uacbd\ub9dd \ucd94\ub860\uc744 \uc2e4\ud589<\/strong>&#8216;\ud558\uae30 \uc704\ud574 \ud2b9\ud654\ub41c \ud504\ub85c\uc138\uc11c\ub85c, \ub1cc \uc2e0\uacbd\uc138\ud3ec\uc758 &#8216;<strong>\uc2dc\ub0c5\uc2a4 \uac00\uc911\uce58<\/strong>(Synaptic Weight)&#8217; \uc791\ub3d9 \uc6d0\ub9ac\ub97c \ubaa8\ubc29\ud558\uc5ec \uadf9\uc800\uc804\ub825\uc73c\ub85c AI \uc791\uc5c5\uc744 \uc2e4\ud589\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Apple iPhone\uc758 Face ID, Samsung \uc2a4\ub9c8\ud2b8\ud3f0\uc758 \uc2e4\uc2dc\uac04 \ubc88\uc5ed, Qualcomm Snapdragon\uc758 \uce74\uba54\ub77c AI \ud5a5\uc0c1 \uae30\ub2a5\uc744 \uc0ac\uc6a9\ud574\ubcf8 \uc801\uc774 \uc788\ub2e4\uba74, \uc774\ubbf8 NPU\ub97c \uc0ac\uc6a9\ud558\uace0 \uc788\ub294 \uac83\uc785\ub2c8\ub2e4. Apple\uc758 Neural Engine, Qualcomm\uc758 AI Engine, Huawei\uc758 \uc5b4\uc13c\ub4dc(\u6607\u9a30), MediaTek\uc758 APU\ub294 \ubaa8\ub450 NPU\uc758 \ub2e4\ub978 \uad6c\ud604\uccb4\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>NPU\uc758 \uac15\uc810:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc804\ub825 \ud6a8\uc728\uc774 \uadf9\ub3c4\ub85c \ub192\uc74c(<a href=\"https:\/\/www.eigenstate.dev\/essay\/cpu-vs-gpu-vs-tpu-vs-npu-ai-hardware-architecture-guide-2026\" target=\"_blank\" rel=\"noopener\">\uae30\uae30\uc5d0\uc11c GPU \ub300\ube44 40~60\ubc30 \ud6a8\uc728\uc774 \ub192\uc74c<\/a>)<\/li>\n\n\n\n<li>\uc800\uc9c0\uc5f0\uc73c\ub85c \uc2e4\uc2dc\uac04 \uc751\uc6a9\uc5d0 \uc801\ud569<\/li>\n\n\n\n<li>\ub124\ud2b8\uc6cc\ud06c \uc5f0\uacb0 \ubd88\ud544\uc694, \ud504\ub77c\uc774\ubc84\uc2dc \ubcf4\ud638<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>NPU\uc758 \ud55c\uacc4:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uacc4\uc0b0 \uaddc\ubaa8\uac00 \uc81c\ud55c\uc801\uc774\uc5b4\uc11c \ub300\uaddc\ubaa8 \ud559\uc2b5 \uc791\uc5c5\uc5d0\ub294 \ubd80\uc801\ud569<\/li>\n\n\n\n<li>\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc0dd\ud0dc\uacc4\uac00 \ud30c\ud3b8\ud654\ub418\uc5b4 CUDA \uac19\uc740 \ud1b5\uc77c\ub41c \ud45c\uc900\uc774 \uc5c6\uc74c<\/li>\n\n\n\n<li>\ubca4\ub354\ub9c8\ub2e4 \ub2e4\ub978 NPU \uac1c\ubc1c \ub3c4\uad6c \uccb4\uc778\uc774 \ud544\uc694<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\ucc28\uc138\ub300 \ubaa8\ubc14\uc77c \uce69\uc740 100~200 TOPS\uc758 NPU\ub97c \ub0b4\uc7a5\ud560 \uc608\uc815\uc774\uba70, \uc2a4\ub9c8\ud2b8\ud3f0\uc5d0\uc11c \uc218\uc2ed\uc5b5 \ub9e4\uac1c\ubcc0\uc218 \uc5b8\uc5b4 \ubaa8\ub378\uc744 \uc9c1\uc811 \uc2e4\ud589\ud558\ub294 \uac83\uc774 \uc77c\uc0c1\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>LPU(Language Processing Unit, \uc5b8\uc5b4 \ucc98\ub9ac \uc7a5\uce58) \u2014 2026\ub144 \uac00\uc7a5 \uc8fc\ubaa9\ubc1b\ub294 \uc0c8 \uc8fc\uc5ed<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LPU\ub294 Groq\uc0ac\uac00 \uc81c\uc2dc\ud55c \uc0c8\ub85c\uc6b4 \uc720\ud615\uc758 \ud504\ub85c\uc138\uc11c\ub85c, <strong>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 \ucd94\ub860\uc744 \uc804\uc6a9\uc73c\ub85c \uc124\uacc4<\/strong>\ub418\uc5c8\uc73c\uba70, \ud2b9\ud788 \ud1a0\ud070 \uc0dd\uc131 \ub2e8\uacc4\uc758 \uc800\uc9c0\uc5f0 \uc694\uad6c\uc5d0 \ubd80\uc751\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">LPU\uc640 GPU\uc758 \uadfc\ubcf8\uc801 \ucc28\uc774\ub294 \uba54\ubaa8\ub9ac \uc544\ud0a4\ud14d\ucc98\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. GPU\ub294 \uc678\ubd80 HBM(\uace0\ub300\uc5ed\ud3ed \uba54\ubaa8\ub9ac)\uc744 \uc0ac\uc6a9\ud558\uc9c0\ub9cc, LPU\ub294 \ub300\uc6a9\ub7c9 <strong>SRAM\uc744 \uce69\uc5d0 \uc9c1\uc811 \ud1b5\ud569<\/strong>\ud558\uace0, &#8216;<strong>\uacb0\uc815\ub860\uc801 \uc2e4\ud589<\/strong>&#8216; \ucef4\ud30c\uc77c\ub7ec \uc124\uacc4\ub97c \uacb0\ud569\ud558\uc5ec \ud1a0\ud070 \uc0dd\uc131 \uc9c0\uc5f0\uc744 \ub9e4\uc6b0 \uc548\uc815\uc801\uc774\uace0 \uc608\uce21 \uac00\ub2a5\ud558\uac8c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774 \uc774\uc57c\uae30\ub294 2025\ub144 \ub9d0 \uadf9\uc801\uc778 \uc804\ud658\uc744 \ub9de\uc774\ud588\uc2b5\ub2c8\ub2e4: <a href=\"https:\/\/www.tomshardware.com\/tech-industry\/semiconductors\/nvidias-20-billion-groq-deal-produces-its-first-chip\" target=\"_blank\" rel=\"noopener\">NVIDIA\uac00 2025\ub144 12\uc6d4 24\uc77c 200\uc5b5 \ub2ec\ub7ec\ub85c Groq\uc758 LPU \uae30\uc220 \ub77c\uc774\uc120\uc2a4\ub97c \ud68d\ub4dd\ud588\ub2e4\uace0 \ubc1c\ud45c<\/a>\ud588\uace0, 2026\ub144 3\uc6d4 GTC 2026\uc5d0\uc11c \uccab \uc81c\ud488 &#8216;<strong>Groq 3 LPU<\/strong>&#8216;\ub97c \ubc1c\ud45c\ud588\uc2b5\ub2c8\ub2e4. \uc774 \uce69\uc740 150 TB\/s\uc758 \uba54\ubaa8\ub9ac \ub300\uc5ed\ud3ed(NVIDIA Rubin GPU\uc758 7\ubc30)\uc744 \uac16\ucd94\uace0, &#8216;<strong>Vera Rubin \ud50c\ub7ab\ud3fc<\/strong>&#8216;\uc5d0\uc11c Rubin GPU\uc640 \ud611\uc870\ud558\uc5ec \uc791\ub3d9\ud569\ub2c8\ub2e4: <strong>GPU\uac00 \uae34 \uc785\ub825 \ubb38\ub9e5\uc758 prefill \ub2e8\uacc4\ub97c \ucc98\ub9ac\ud558\uace0, LPU\uac00 \ucd9c\ub825 \ud1a0\ud070\uc758 decode \ub2e8\uacc4\ub97c \ub2f4\ub2f9<\/strong>\ud568\uc73c\ub85c\uc368, <a href=\"https:\/\/spectrum.ieee.org\/nvidia-groq-3\" target=\"_blank\" rel=\"noopener\">\ub3d9\uc77c \uc804\ub825\uc5d0\uc11c \ucc98\ub9ac\ub7c9\uc744 35\ubc30 \ud5a5\uc0c1<\/a>\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>LPU\uc758 \uac15\uc810:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ucd08\uc800\uc9c0\uc5f0 \ud1a0\ud070 \uc0dd\uc131(\ucd08\ub2f9 1,500 \ud1a0\ud070 \ub3c4\ub2ec \uac00\ub2a5)<\/li>\n\n\n\n<li>\uacb0\uc815\ub860\uc801 \uc2e4\ud589, \uc608\uce21 \uac00\ub2a5\ud55c \uc9c0\uc5f0<\/li>\n\n\n\n<li>\uc804\ub825 \ud6a8\uc728\uc774 \ub9e4\uc6b0 \ub192\uc544 \uc5d0\uc774\uc804\ud2b8 AI \uc2e4\uc2dc\uac04 \ub300\ud654 \uc2dc\ub098\ub9ac\uc624\uc5d0 \ucd5c\uc801<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>LPU\uc758 \ud55c\uacc4:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ub2e8\uc77c \uce69 \uba54\ubaa8\ub9ac \uc6a9\ub7c9\uc774 \uc791\uc74c(Groq 3 LPU\ub294 500MB SRAM\uc5d0 \ubd88\uacfc)<\/li>\n\n\n\n<li>\uc8fc\ub85c \ucd94\ub860\uc6a9, \ud559\uc2b5\uc5d0\ub294 \ubd80\uc801\ud569<\/li>\n\n\n\n<li>\uc0dd\ud0dc\uacc4\uac00 \uc544\uc9c1 \ubc1c\uc804 \uc911<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">LPU\uc758 \ubd80\uc0c1\uc740 &#8216;<strong>\ucd94\ub860\uc774 \ud559\uc2b5\ubcf4\ub2e4 10\ubc30 \ub354 \uc911\uc694\ud574\uc9c8 \uac83<\/strong>&#8216;\uc774\ub77c\ub294 \uc5c5\uacc4 \ud569\uc758\uc758 \uad6c\uccb4\uc801 \ud45c\ud604\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>DPU(Data Processing Unit, \ub370\uc774\ud130 \ucc98\ub9ac \uc7a5\uce58) \u2014 AI \ub370\uc774\ud130\uc13c\ud130\uc758 \uc228\uc740 \uae30\ub465<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">DPU\ub294 \uc9c1\uc811 AI \uacc4\uc0b0\uc744 \uc218\ud589\ud558\uc9c0\ub294 \uc54a\uc9c0\ub9cc, \uc774\uac83\uc774 \uc5c6\uc73c\uba74 \ub300\uaddc\ubaa8 AI \uc2dc\uc2a4\ud15c\uc740 \uc791\ub3d9\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DPU\ub294 <a href=\"https:\/\/ai-stack.ai\/en\/what-is-ai-data-center\">\ub370\uc774\ud130\uc13c\ud130<\/a>\uc758 &#8216;<strong>\uc778\ud504\ub77c \uacc4\uce35<\/strong>&#8216; \uc5c5\ubb34 \u2500\u2500 \ub124\ud2b8\uc6cc\ud06c, \uc2a4\ud1a0\ub9ac\uc9c0, \ubcf4\uc548 \u2500\u2500 \ub97c \uc804\ub2f4\ud569\ub2c8\ub2e4. \ud604\ub300 AI \ub370\uc774\ud130\uc13c\ud130\uc5d0\uc11c CPU\ub294 \ub124\ud2b8\uc6cc\ud06c, \uc2a4\ud1a0\ub9ac\uc9c0, \uac00\uc0c1\ud654 \ub4f1 \uad00\ub9ac \uc5c5\ubb34\uc5d0 \uc810\uc810 \ub354 \uc9d3\ub20c\ub824 \ubcf8\ub798 \uc751\uc6a9\uc5d0 \ud560\ub2f9\ud574\uc57c \ud560 \uacc4\uc0b0 \ub2a5\ub825\uc744 \uc783\uace0 \uc788\uc2b5\ub2c8\ub2e4. DPU\ub294 \uc774\ub7ec\ud55c \uc791\uc5c5\uc744 CPU\uc5d0\uc11c \uc624\ud504\ub85c\ub4dc\ud558\uc5ec CPU\uc640 GPU\/TPU\uac00 \ucef4\ud4e8\ud305\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">NVIDIA\uc758 BlueField \uc2dc\ub9ac\uc988, AWS\uc758 Nitro, Intel\uc758 IPU\ub294 \ubaa8\ub450 DPU\uc758 \ub2e4\ub978 \uad6c\ud604\uccb4\uc785\ub2c8\ub2e4. 2026\ub144 \ubc1c\ud45c\ub41c NVIDIA Vera Rubin \ud50c\ub7ab\ud3fc\uc5d0\uc11c BlueField-4 DPU\ub294 GPU, LPU, \uc804\uccb4 \ub124\ud2b8\uc6cc\ud06c \ud1b5\uc2e0\uc744 \uc870\uc728\ud558\ub294 \ud575\uc2ec\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>PU\ub294 \uc11c\ub85c\ub97c \ub300\uccb4\ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c &#8216;\ubd84\uc5c5 \ud611\ub825&#8217;\ud55c\ub2e4<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">2026\ub144 PU \uc0dd\ud0dc\uacc4\ub97c \uc774\ud574\ud558\ub294 \uc5f4\uc1e0\ub294 &#8216;\uc5b4\ub290 \uac83\uc774 \ucd5c\uace0\uc778\uac00&#8217;\uac00 \uc544\ub2c8\ub77c &#8216;<strong>\uc5b4\ub5a4 \uc791\uc5c5\uc744 \uc5b4\ub290 PU\uc5d0 \ub9e1\uae38 \uac83\uc778\uac00<\/strong>&#8216;\ub97c \ubb3b\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><strong>\uc791\uc5c5 \ub2e8\uacc4<\/strong><\/th><th><strong>\uc8fc\uc694 PU<\/strong><\/th><th><strong>\uc774\uc720<\/strong><\/th><\/tr><\/thead><tbody><tr><td>\ub370\uc774\ud130 \uc900\ube44, \ud504\ub85c\uc138\uc2a4 \uc870\uc815<\/td><td>CPU<\/td><td>\uc720\uc5f0\ud55c \ub85c\uc9c1, \uc800\uc9c0\uc5f0<\/td><\/tr><tr><td>\ub300\uaddc\ubaa8 \ubaa8\ub378 \ud559\uc2b5<\/td><td>GPU, TPU<\/td><td><a href=\"https:\/\/ai-stack.ai\/en\/what-is-elastic-distributed-training\">\uace0\ubcd1\ub82c\ub3c4, \ud0c4\ub825\uc801 \ubd84\uc0b0 \ud559\uc2b5<\/a><\/td><\/tr><tr><td><a href=\"https:\/\/ai-stack.ai\/en\/what-is-hpc\">\ud074\ub77c\uc6b0\ub4dc HPC \ub300\uaddc\ubaa8 \ucd94\ub860<\/a><\/td><td>GPU, TPU, LPU<\/td><td>\uace0\ucc98\ub9ac\ub7c9 \uc694\uad6c<\/td><\/tr><tr><td>\uc2e4\uc2dc\uac04 \ub300\ud654 \ucd94\ub860(\uc5d0\uc774\uc804\ud2b8 AI)<\/td><td>LPU + GPU<\/td><td>\ucd08\uc800\uc9c0\uc5f0 \ud1a0\ud070 \uc0dd\uc131<\/td><\/tr><tr><td>\uae30\uae30 \ub2e8 AI(\uc2a4\ub9c8\ud2b8\ud3f0, IoT)<\/td><td>NPU<\/td><td>\uc800\uc804\ub825, \ud504\ub77c\uc774\ubc84\uc2dc \ubcf4\ud638<\/td><\/tr><tr><td>\ub370\uc774\ud130\uc13c\ud130 \uc778\ud504\ub77c<\/td><td>DPU<\/td><td>\ub124\ud2b8\uc6cc\ud06c, \uc2a4\ud1a0\ub9ac\uc9c0, \ubcf4\uc548 \uc5c5\ubb34 \uc624\ud504\ub85c\ub4dc<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\uc2e4\uc81c\ub85c <strong>\ud604\ub300 \uae30\uc5c5 AI \uc2dc\uc2a4\ud15c\uc740 \uac70\uc758 \ubaa8\ub450 &#8216;\ud558\uc774\ube0c\ub9ac\ub4dc \uc544\ud0a4\ud14d\ucc98&#8217;<\/strong>\uc785\ub2c8\ub2e4. \uc804\ud615\uc801\uc778 AI \ucd94\ub860 \uc11c\ube44\uc2a4\ub294 CPU\uac00 API \uc694\uccad\uc744 \ucc98\ub9ac \u2192 GPU\uac00 \ub300\uaddc\ubaa8 \ubaa8\ub378 prefill \uc2e4\ud589 \u2192 LPU\uac00 decode \ub2e8\uacc4 \ucc98\ub9ac \u2192 DPU\uac00 \ub124\ud2b8\uc6cc\ud06c I\/O \uad00\ub9ac \u2192 NPU\uac00 \uc0ac\uc6a9\uc790 \uae30\uae30\uc5d0\uc11c \uacbd\ub7c9 \ucd94\ub860 \uc2e4\ud589, \uc2dd\uc73c\ub85c \uc5ec\ub7ec PU\ub97c \ub3d9\uc2dc\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uae30\uc5c5\uc5d0 \uc788\uc5b4 \uc9c4\uc815\ud55c \ub3c4\uc804\uc740 &#8216;\uc5b4\ub290 PU\ub97c \uace0\ub97c\uae4c&#8217;\uac00 \uc544\ub2c8\ub77c &#8216;\uc5ec\ub7ec PU\ub97c \uc5b4\ub5bb\uac8c \uad00\ub9ac\ud560\uae4c&#8217;<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uacfc\uac70 \uae30\uc5c5\uc774 AI \uc778\ud504\ub77c\ub97c \uacc4\ud68d\ud560 \ub54c\uc758 \uc9c8\ubb38\uc740 &#8216;<strong>GPU\ub97c \uba87 \uc7a5 \uc0b4 \uac83\uc778\uac00<\/strong>&#8216;\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2026\ub144\uc758 \uc0c1\ud669\uc740 \ud6e8\uc52c \ubcf5\uc7a1\ud574\uc84c\uc2b5\ub2c8\ub2e4. \uc911\uacac \uae30\uc5c5\ub3c4 \ub2e4\uc74c\uacfc \uac19\uc740 \uc790\uc6d0\uc744 \ub3d9\uc2dc\uc5d0 \ubcf4\uc720\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ud559\uc2b5\uc6a9 NVIDIA H100 \/ Blackwell GPU<\/li>\n\n\n\n<li>\ucd94\ub860\uc6a9 AMD MI300 \uc2dc\ub9ac\uc988 GPU \ub610\ub294 Groq LPU<\/li>\n\n\n\n<li>\uc5e3\uc9c0 \uae30\uae30\uc5d0 \ud0d1\uc7ac\ub41c \uac01 \uc0ac\uc758 NPU<\/li>\n\n\n\n<li>GPU + DPU \ud1b5\ud569 \uc11c\ubc84 \ud074\ub7ec\uc2a4\ud130<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uc774\ub7ec\ud55c \uc11c\ub85c \ub2e4\ub978 \uc544\ud0a4\ud14d\ucc98, \ubca4\ub354, \uc138\ub300\uc758 \ud504\ub85c\uc138\uc11c\ub97c \uc5b4\ub5bb\uac8c \ud1b5\ud569 \uad00\ub9ac\ud558\uace0, \ud569\ub9ac\uc801\uc73c\ub85c \uc2a4\ucf00\uc904\ub9c1\ud558\uba70, \ud65c\uc6a9\ub960\uc744 \uadf9\ub300\ud654\ud560 \uac83\uc778\uac00?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\uac83\uc774 2026\ub144 \uae30\uc5c5 AI \uc778\ud504\ub77c\uc758 \ud575\uc2ec \ud1b5\uc810\uc785\ub2c8\ub2e4. Gartner\ub294 2026\ub144 \ud575\uc2ec \uc804\ub7b5 \uae30\uc220 \ud2b8\ub80c\ub4dc \uc911 \ud558\ub098\ub85c &#8216;Compute Orchestration Capability(\ucef4\ud4e8\ud305 \uc870\uc728 \ub2a5\ub825)&#8217;\ub97c \uaf3d\uc558\uc2b5\ub2c8\ub2e4. \ud558\ub4dc\uc6e8\uc5b4 \uc790\uccb4 \uc678\uc5d0\ub3c4, \uae30\uc5c5\uc740 \uc644\uc804\ud55c <a href=\"https:\/\/ai-stack.ai\/en\/what-is-mlops\">MLOps \uc6cc\ud06c\ud50c\ub85c\uc6b0<\/a>\uc640 \ub9ac\uc18c\uc2a4 \uad00\ub9ac \uba54\ucee4\ub2c8\uc998\uc744 \uacb0\ud569\ud574\uc57c \ube44\ub85c\uc18c \ud558\uc774\ube0c\ub9ac\ub4dc \ucef4\ud4e8\ud305 \uc790\uc6d0\uc744 \uc9c4\uc815\uc73c\ub85c \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ai-stack.ai\/en\/ai-stack-solutions\">INFINITIX\uc758 AI-Stack \ud50c\ub7ab\ud3fc<\/a>\uc774 \ubc14\ub85c \uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/ai-stack.ai\/en\/kubeflow-ixgpu-gpu-partitioning\">GPU \ud30c\ud2f0\uc154\ub2dd(\ubd84\ud560 \uae30\uc220)<\/a>, GPU \uc9d1\uacc4(\ud1b5\ud569), \ud06c\ub85c\uc2a4 \ub178\ub4dc \uc2a4\ucf00\uc904\ub9c1, \uadf8\ub9ac\uace0 \uc790\uccb4 \uac1c\ubc1c\ud55c <strong>CTAs(Core Type Aware Scheduler)<\/strong> \ucf54\uc5b4 \uc720\ud615 \uc778\uc2dd \uc2a4\ucf00\uc904\ub9c1 \uae30\uc220\uc744 \ud1b5\ud574, AI-Stack\uc740 \ub2e8\uc77c \ud50c\ub7ab\ud3fc\uc5d0\uc11c NVIDIA, AMD\uc758 GPU\uc640 NPU \ub4f1 \uc774\uae30\uc885 \ucef4\ud4e8\ud305 \uc790\uc6d0\uc744 \ud568\uaed8 \uad00\ub9ac\ud558\uba70, \uae30\uc5c5\uc5d0 \ud754\ud55c &#8216;30% \ud65c\uc6a9\ub960&#8217;\uc744 <strong>90% \uc774\uc0c1<\/strong>\uc73c\ub85c \ub04c\uc5b4\uc62c\ub9bd\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ubc14\uafd4 \ub9d0\ud558\uba74, <strong>PU \uc885\ub958\uac00 \ub9ce\uc544\uc9c8\uc218\ub85d \uc774\uae30\uc885 \ucef4\ud4e8\ud305 \uad00\ub9ac\uc758 \uac00\uce58\ub294 \ucee4\uc9c4\ub2e4<\/strong>\ub294 \uac83\uc785\ub2c8\ub2e4. 2026\ub144\uc758 PU \ud3ed\ubc1c\uc740 \uc5ed\uc124\uc801\uc73c\ub85c \uae30\uc5c5 AI \uc778\ud504\ub77c \uad00\ub9ac \ub3c4\uad6c\uc5d0 \uac00\uc7a5 \ud070 \uae30\ud68c\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uacb0\ub860: &#8216;\uc5b4\ub290 PU\ub97c \uc0b4\uae4c&#8217;\uc5d0\uc11c &#8216;\ud558\uc774\ube0c\ub9ac\ub4dc \ucef4\ud4e8\ud305\uc744 \uc5b4\ub5bb\uac8c \uad00\ub9ac\ud560\uae4c&#8217;\ub85c<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">2026\ub144\uc758 AI \ud504\ub85c\uc138\uc11c \uc2dc\uc7a5\uc740 &#8216;GPU \uc77c\uac15 \uccb4\uc81c&#8217;\uc758 \ub2e8\uc21c\ud55c \uc2dc\ub300\uc5d0 \uc791\ubcc4\uc744 \uace0\ud588\uc2b5\ub2c8\ub2e4. GPU, TPU, NPU, LPU, DPU\ub294 \uac01\uac01 \ucd5c\uc801\uc758 \ubb34\ub300\ub97c \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uae30\uc5c5 IT \uc758\uc0ac\uacb0\uc815\uc790\uac00 \ubb3c\uc5b4\uc57c \ud560 \uc9c4\uc9dc \uc9c8\ubb38\uc740 \ub354 \uc774\uc0c1 &#8216;NVIDIA\ub0d0 AMD\ub0d0&#8217;\uac00 \uc544\ub2c8\ub77c \ub2e4\uc74c\uacfc \uac19\uc740 \uac83\ub4e4\uc785\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ub0b4 AI \uc6cc\ud06c\ub85c\ub4dc \uad6c\uc870\ub294? \ud559\uc2b5\uc774 \ub9ce\uc740\uac00, \ucd94\ub860\uc774 \ub9ce\uc740\uac00?<\/li>\n\n\n\n<li>\ucd94\ub860\uc5d0 \ucd08\uc800\uc9c0\uc5f0(LPU\uc5d0 \uc801\ud569)\uc774 \ud544\uc694\ud55c\uac00, \uace0\ucc98\ub9ac\ub7c9(GPU\/TPU\uc5d0 \uc801\ud569)\uc774 \ud544\uc694\ud55c\uac00?<\/li>\n\n\n\n<li>\uc5e3\uc9c0 AI \uc694\uad6c\uac00 \uc788\ub294\uac00?(NPU\uac00 \ud544\uc694\ud55c\uac00?)<\/li>\n\n\n\n<li>\uc774\ub807\uac8c \ub2e4\ub978 PU\ub4e4\uc744 \uc5b4\ub5bb\uac8c \ud1b5\ud569 \uad00\ub9ac\ud574 \uc790\uc6d0 \ub0ad\ube44\ub97c \ub9c9\uc744 \uac83\uc778\uac00?<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uc801\uc808\ud55c PU \uc870\ud569\uc744 \uc120\ud0dd\ud558\uba74 \ud558\ub4dc\uc6e8\uc5b4 \ud22c\uc790\uc640 \uc804\ub825 \ube44\uc6a9\uc744 \uba87 \ubc30 \uc808\uc57d\ud560 \uc218 \uc788\uace0, \uc774\uae30\uc885 \ucef4\ud4e8\ud305\uc744 \uc798 \uad00\ub9ac\ud558\uba74 \uac01 \uce74\ub4dc\uc5d0\uc11c \ucd94\uac00\ub85c 2\ubc30 \uc774\uc0c1\uc758 \uac00\uce58\ub97c \ub04c\uc5b4\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \ucef4\ud4e8\ud305 \uacbd\uc7c1\uc740 2026\ub144 \uacf5\uc2dd\uc801\uc73c\ub85c &#8216;<strong>\uc774\uae30\uc885 \ucef4\ud4e8\ud305 \uc2dc\ub300<\/strong>&#8216;\uc5d0 \uc9c4\uc785\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38(FAQ)<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q1: GPU\uc640 TPU \uc911 \uc5b4\ub290 \uac83\uc774 \ub354 \uc88b\uc2b5\ub2c8\uae4c?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ub2e8\uc21c \ube44\uad50\ub294 \ubd88\uac00\ub2a5\ud558\uba70, \uc6a9\ub3c4\uc5d0 \ub530\ub77c \ub2e4\ub985\ub2c8\ub2e4. GPU\ub294 \ubc94\uc6a9\uc131\uc774 \ub192\uace0 \uc0dd\ud0dc\uacc4\uac00 \uac00\uc7a5 \uc131\uc219\ud574 \ub2e4\uc591\ud55c AI \ud559\uc2b5\uacfc \ucd94\ub860\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4. TPU\ub294 Google Cloud\uc5d0\uc11c \ub300\uaddc\ubaa8 \ud559\uc2b5 \uc2dc \uc804\ub825 \ud6a8\uc728\uc774 \uac00\uc7a5 \uc88b\uc9c0\ub9cc Google Cloud\uc5d0\uc11c\ub9cc \uc0ac\uc6a9 \uac00\ub2a5\ud569\ub2c8\ub2e4. Google \uc0dd\ud0dc\uacc4\uc5d0 \ud5cc\uc2e0\ud588\ub2e4\uba74 TPU\uac00 \uccab \ubc88\uc9f8 \uc120\ud0dd\uc9c0\uc774\uace0, \ud06c\ub85c\uc2a4\ud50c\ub7ab\ud3fc, \ud504\ub77c\uc774\ube57 \ubc30\ud3ec, \uc624\ud508\uc18c\uc2a4 \ud504\ub808\uc784\uc6cc\ud06c \ud1b5\ud569\uc774 \ud544\uc694\ud558\ub2e4\uba74 GPU\uac00 \uc5ec\uc804\ud788 \uc8fc\ub958\uc785\ub2c8\ub2e4. \uad00\ub828 \uae00: <a href=\"https:\/\/ai-stack.ai\/en\/asic-vs-gpu\">ASIC vs GPU \ucc28\uc774 \ubd84\uc11d<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q2: NPU\uc640 GPU\uc758 \ucc28\uc774\ub294?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">GPU\ub294 &#8216;\ubc94\uc6a9 \ubcd1\ub82c \ucef4\ud4e8\ud305 \ud504\ub85c\uc138\uc11c\ub85c AI\ub3c4 \ud558\ub294 \uae40\uc5d0 \ud558\ub294&#8217; \uc874\uc7ac\uace0, NPU\ub294 &#8216;<strong>AI \ucd94\ub860 \uc804\uc6a9 \uce69<\/strong>&#8216;\uc785\ub2c8\ub2e4. NPU\ub294 GPU \ub300\ube44 40~60\ubc30\uc758 \uc804\ub825 \ud6a8\uc728\uc744 \uac00\uc9c0\uc9c0\ub9cc \ucd94\ub860\ub9cc \uac00\ub2a5\ud558\uace0 \ud559\uc2b5\uc5d0\ub294 \ubd80\uc801\ud569\ud558\uba70, \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc0dd\ud0dc\uacc4\ub3c4 \ud30c\ud3b8\ud654\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc2a4\ub9c8\ud2b8\ud3f0, IoT, \uc5e3\uc9c0 \uae30\uae30\ub294 NPU\ub97c \uc0ac\uc6a9\ud558\uace0, \ub370\uc774\ud130\uc13c\ud130 \ud559\uc2b5\uc740 GPU\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q3: LPU\ub780 \ubb34\uc5c7\uc774\uba70 GPU\uc640 \uc5b4\ub5bb\uac8c \ub2e4\ub985\ub2c8\uae4c?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">LPU(Language Processing Unit)\ub294 Groq\uc0ac\uac00 \uc81c\uc2dc\ud55c \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 \ucd94\ub860 \uc804\uc6a9 \ud504\ub85c\uc138\uc11c\uc785\ub2c8\ub2e4. \ucd5c\ub300 \ud2b9\uc9d5\uc740 \ub300\uc6a9\ub7c9 SRAM\uc744 \uce69\uc5d0 \ud1b5\ud569(150 TB\/s \ub300\uc5ed\ud3ed, GPU\uc758 7\ubc30)\ud558\uace0 \ucef4\ud30c\uc77c\ub7ec\ub85c \uc2e4\ud589 \uacbd\ub85c \uc804\uccb4\ub97c \uc0ac\uc804 \uc2a4\ucf00\uc904\ub9c1\ud558\uc5ec \uadf9\ub3c4\ub85c \ub0ae\uace0 \uc608\uce21 \uac00\ub2a5\ud55c \uc9c0\uc5f0\uc744 \uad6c\ud604\ud558\ub294 \uc810\uc785\ub2c8\ub2e4. NVIDIA\ub294 2025\ub144 \ub9d0 200\uc5b5 \ub2ec\ub7ec\ub85c Groq\uc758 \uae30\uc220 \ub77c\uc774\uc120\uc2a4\ub97c \ud68d\ub4dd\ud588\uace0, 2026\ub144 Groq 3 LPU\ub97c \ubc1c\ud45c\ud558\uc5ec Rubin GPU\uc758 \ucd94\ub860 \ubcf4\uc870 \ud504\ub85c\uc138\uc11c\ub85c \uc790\ub9ac\ub9e4\uae40\uc2dc\ucf30\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q4: DPU\ub294 \ubb34\uc5c7\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\uae4c?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DPU(Data Processing Unit)\ub294 \ub370\uc774\ud130\uc13c\ud130\uc758 \ub124\ud2b8\uc6cc\ud06c, \uc2a4\ud1a0\ub9ac\uc9c0, \ubcf4\uc548 \ub4f1 \uc778\ud504\ub77c \uc5c5\ubb34\ub97c \ub2f4\ub2f9\ud558\uc5ec \uc774\ub7ec\ud55c \uc7a1\ubb34\ub97c CPU\uc5d0\uc11c \uc624\ud504\ub85c\ub4dc\ud568\uc73c\ub85c\uc368 CPU\uc640 GPU\/TPU\uac00 \ucef4\ud4e8\ud305\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \ub300\uaddc\ubaa8 AI \ub370\uc774\ud130\uc13c\ud130\uc5d0\uc11c \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc774 \ud6a8\uc728\uc801\uc73c\ub85c \uc791\ub3d9\ud558\ub3c4\ub85d \uc9c0\uc6d0\ud558\ub294 \uc228\uc740 \uae30\ub465\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q5: \uae30\uc5c5\uc774 AI\ub97c \ub3c4\uc785\ud560 \ub54c \uc5b4\ub5bb\uac8c PU\ub97c \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\uae4c?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uba3c\uc800 \uc6cc\ud06c\ub85c\ub4dc\ub97c \uc810\uac80\ud569\ub2c8\ub2e4: \ud559\uc2b5\uc774 \ub9ce\uc73c\uba74 \u2192 GPU\/TPU, \ucd94\ub860 \uc911\uc2ec\uc774\uba74 \u2192 \uc9c0\uc5f0 \uc694\uad6c\uc5d0 \ub530\ub77c GPU \ub610\ub294 LPU, \uc5e3\uc9c0 AI \uc694\uad6c\uac00 \uc788\ub2e4\uba74 \u2192 NPU, \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc13c\ud130\ub77c\uba74 \u2192 CPU \uc624\ud504\ub85c\ub4dc\uc6a9 DPU\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ub354 \uc911\uc694\ud55c \uac83\uc740 <strong>\uc5ec\ub7ec PU\uac00 \uacf5\uc874\ud558\ub294 \ud658\uacbd\uc5d0\ub294 \ud1b5\ud569 \uad00\ub9ac \ud50c\ub7ab\ud3fc\uc774 \ud544\uc694<\/strong>\ud558\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc790\uc6d0 \uc720\ud734\ud654\uc640 \uad00\ub9ac \ud63c\ub780\uc744 \ubc29\uc9c0\ud558\uae30 \uc704\ud574 <a href=\"https:\/\/ai-stack.ai\/en\/ai-stack-solutions\">INFINITIX AI-Stack<\/a> \uac19\uc740 \uc774\uae30\uc885 \ucef4\ud4e8\ud305 \uad00\ub9ac \ub3c4\uad6c\uac00 \ub110\ub9ac \ucc44\ud0dd\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q6: 2026\ub144 AI \ud504\ub85c\uc138\uc11c \uc2dc\uc7a5\uc758 \uac00\uc7a5 \ud070 \ubcc0\ud654\ub294?<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ub450 \uac00\uc9c0\uc785\ub2c8\ub2e4. \uccab\uc9f8, <strong>\ucd94\ub860 \uc2dc\uc7a5\uc774 \uacf5\uc2dd\uc801\uc73c\ub85c \ud559\uc2b5\uc744 \ub118\uc5b4 \uc2dc\uc7a5\uc758 \ucd08\uc810\uc774 \ub418\uc5c8\ub2e4<\/strong>\ub294 \uc810\uc73c\ub85c, \uc774\ub294 LPU \uac19\uc740 \uc804\uc6a9 \uce69\uc744 \ud0c4\uc0dd\uc2dc\ucf30\uc2b5\ub2c8\ub2e4. \ub458\uc9f8, <strong>\uc774\uae30\uc885 \ucef4\ud4e8\ud305\uc774 \uc8fc\ub958\uac00 \ub418\uc5c8\ub2e4<\/strong>\ub294 \uc810\uc73c\ub85c, \ub2e8\uc77c \ud504\ub85c\uc138\uc11c\uac00 \ubaa8\ub4e0 AI \uc6cc\ud06c\ub85c\ub4dc\ub97c \ucee4\ubc84\ud560 \uc218 \uc5c6\uac8c \ub418\uc5b4 \uae30\uc5c5\uc740 \ud63c\ud569 \uc0ac\uc6a9\uacfc \ud1b5\ud569 \uad00\ub9ac\ub97c \ubc30\uc6cc\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2026\ub144 AI \ud504\ub85c\uc138\uc11c \ub300\ud3ed\ubc1c! GPU, NPU, TPU, LPU, DPU\ub294 \uac01\uac01 \ubb34\uc5c7\uc744 \ud558\ub098? 5\ub300 PU \ud328\ubc00\ub9ac\uc758 \uc5ed\ud560, \ucc28\uc774, \uc120\ud0dd \uae30\uc900, \uadf8\ub9ac\uace0 \uae30\uc5c5\uc774 \uc65c \uc774\uae30\uc885 \ucef4\ud4e8\ud305 \uad00\ub9ac \ud50c\ub7ab\ud3fc\uc744 \ud544\uc694\ub85c \ud558\uae30 \uc2dc\uc791\ud588\ub294\uc9c0\ub97c \ud55c \ubc88\uc5d0 \ud574\uc124\ud569\ub2c8\ub2e4.<\/p>\n","protected":false},"author":253372376,"featured_media":13231,"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":[96988312,96988266,96988278],"tags":[96988665,96988668,96988667],"class_list":["post-13230","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-news","category-uncategorized","category-featured-articles","tag-gpu","tag-npu","tag-tpu"],"blocksy_meta":[],"acf":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2026\/05\/%E6%A8%A1%E5%9E%8BA-60-8338d71a.jpg?fit=1920%2C1080&quality=100&ct=202603031250&ssl=1","jetpack_shortlink":"https:\/\/wp.me\/ph344V-3ro","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/posts\/13230","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\/253372376"}],"replies":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/comments?post=13230"}],"version-history":[{"count":1,"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/posts\/13230\/revisions"}],"predecessor-version":[{"id":13235,"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/posts\/13230\/revisions\/13235"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/media\/13231"}],"wp:attachment":[{"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/media?parent=13230"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/categories?post=13230"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ai-stack.ai\/ko\/wp-json\/wp\/v2\/tags?post=13230"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}