{"id":41610,"date":"2024-11-07T16:56:17","date_gmt":"2024-11-07T16:56:17","guid":{"rendered":"https:\/\/atmokpo.com\/w\/?p=41610"},"modified":"2024-11-26T06:36:12","modified_gmt":"2024-11-26T06:36:12","slug":"18-%ec%9d%b8%ea%b3%b5%ec%a7%80%eb%8a%a5-%ed%9b%88%eb%a0%a8%ec%9a%a9-%ec%84%9c%eb%b2%84-%ea%b5%ac%ec%b6%95%ed%95%98%ea%b8%b0-gpu-%ec%a7%80%ec%9b%90-%ec%84%a4%ec%a0%95-%ec%9d%b8%ea%b3%b5%ec%a7%80","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/41610\/","title":{"rendered":"18.\uc778\uacf5\uc9c0\ub2a5 \ud6c8\ub828\uc6a9 \uc11c\ubc84 \uad6c\ucd95\ud558\uae30, GPU \uc9c0\uc6d0 \uc124\uc815  \uc778\uacf5\uc9c0\ub2a5 \ubaa8\ub378 \ud6c8\ub828\uc744 \uc704\ud55c GPU \uc124\uce58 \ubc0f \ub4dc\ub77c\uc774\ubc84 \uc124\uc815 (NVIDIA \ub4dc\ub77c\uc774\ubc84 \ubc0f CUDA)"},"content":{"rendered":"<article>\n<section>\n<h2>1. \uc11c\ub860<\/h2>\n<p>\n            \uc778\uacf5\uc9c0\ub2a5(AI) \ubc0f \ub525\ub7ec\ub2dd \ubd84\uc57c\uc758 \ubc1c\uc804\uc73c\ub85c \uc778\ud574 \uace0\uc131\ub2a5 \uc11c\ubc84\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \uae09\uc99d\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\uae30 \uc704\ud574 GPU \uc11c\ubc84\ub97c \uad6c\ucd95\ud558\ub294 \uac83\uc740 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uc6b0\ubd84\ud22c \uae30\ubc18\uc758 \uc778\uacf5\uc9c0\ub2a5 \ud6c8\ub828 \uc11c\ubc84\ub97c \uad6c\ucd95\ud558\uace0, NVIDIA \ub4dc\ub77c\uc774\ubc84 \ubc0f CUDA\ub97c \uc124\uce58\ud558\uc5ec GPU\ub97c \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud569\ub2c8\ub2e4.\n        <\/p>\n<\/section>\n<section>\n<h2>2. \uc2dc\uc2a4\ud15c \uc694\uad6c \uc0ac\ud56d<\/h2>\n<p>\n            GPU\ub97c \ud65c\uc6a9\ud558\uc5ec \uc778\uacf5\uc9c0\ub2a5 \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\uae30 \uc704\ud574\uc11c\ub294 \ud2b9\ubcc4\ud55c \ud558\ub4dc\uc6e8\uc5b4\uc640 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc694\uac74\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uae30\ubcf8 \uc694\uad6c \uc0ac\ud56d\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:\n        <\/p>\n<ul>\n<li><strong>OS:<\/strong> \uc6b0\ubd84\ud22c 20.04 \uc774\uc0c1<\/li>\n<li><strong>CPU:<\/strong> \ucd5c\uc18c dual-core \uc774\uc0c1<\/li>\n<li><strong>RAM:<\/strong> \ucd5c\uc18c 16GB \uc774\uc0c1<\/li>\n<li><strong>GPU:<\/strong> NVIDIA GPU \uce74\ub4dc (\uc608: GTX 1060, RTX 2080, Tesla V100 \ub4f1)<\/li>\n<li><strong>Disk:<\/strong> SSD \ucd94\ucc9c, \ucd5c\uc18c 256GB<\/li>\n<\/ul>\n<p>\n            \uc774 \uc678\uc5d0\ub3c4, \ucd5c\uc2e0 \ubc84\uc804\uc758 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 \ud234\ud0b7\uc744 \uc0ac\uc6a9\ud558\uae30 \uc704\ud574 \uc694\uad6c\ub418\ub294 \ud328\ud0a4\uc9c0\ub4e4\uc774 \uc788\uc2b5\ub2c8\ub2e4.\n        <\/p>\n<\/section>\n<section>\n<h2>3. \uc6b0\ubd84\ud22c \uc124\uce58<\/h2>\n<p>\n            \uc11c\ubc84 \uad6c\ucd95\uc758 \uccab \ub2e8\uacc4\ub294 \uc6b0\ubd84\ud22c \uc6b4\uc601\uccb4\uc81c\ub97c \uc124\uce58\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc6b0\ubd84\ud22c 20.04 LTS \ubc84\uc804\uc744 \ucd94\ucc9c\ud558\uba70, ISO \ud30c\uc77c\uc744 \ub2e4\uc6b4\ub85c\ub4dc\ud558\uc5ec USB\ub97c \ud1b5\ud574 \uc124\uce58\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n        <\/p>\n<ol>\n<li>\uc6b0\ubd84\ud22c \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8\uc5d0\uc11c ISO \ud30c\uc77c \ub2e4\uc6b4\ub85c\ub4dc<\/li>\n<li>\ubd80\ud305 \uac00\ub2a5\ud55c USB \ub4dc\ub77c\uc774\ube0c \uc0dd\uc131 (Rufus \ub610\ub294 BalenaEtcher \uc0ac\uc6a9)<\/li>\n<li>USB\ub85c \ubd80\ud305 \ud6c4, \uc6b0\ubd84\ud22c \uc124\uce58 \uacfc\uc815 \uc9c4\ud589<\/li>\n<li>\uc0ac\uc6a9\uc790 \uacc4\uc815 \ubc0f \ube44\ubc00\ubc88\ud638 \uc124\uc815<\/li>\n<\/ol>\n<\/section>\n<section>\n<h2>4. NVIDIA \ub4dc\ub77c\uc774\ubc84 \uc124\uce58<\/h2>\n<p>\n            NVIDIA GPU\ub97c \uc0ac\uc6a9\ud558\uae30 \uc704\ud574\uc11c\ub294 \uadf8\uc5d0 \ub9de\ub294 \ub4dc\ub77c\uc774\ubc84\ub97c \uc124\uce58\ud574\uc57c \ud569\ub2c8\ub2e4. \uc544\ub798\uc758 \ub2e8\uacc4\uc5d0 \ub530\ub77c \ub4dc\ub77c\uc774\ubc84\ub97c \uc124\uce58\ud569\ub2c8\ub2e4.\n        <\/p>\n<ol>\n<li>\ud130\ubbf8\ub110\uc744 \uc5f4\uace0, \ucd5c\uc2e0 \ud328\ud0a4\uc9c0\ub97c \uc5c5\ub370\uc774\ud2b8 \ud569\ub2c8\ub2e4.<\/li>\n<p><code>sudo apt update &amp;&amp; sudo apt upgrade<\/code><\/p>\n<li>\ud544\uc694\ud55c \ud328\ud0a4\uc9c0\ub97c \uc124\uce58\ud569\ub2c8\ub2e4.<\/li>\n<p><code>sudo apt install build-essential dkms<\/code><\/p>\n<li>NVIDIA PPA\ub97c \ucd94\uac00\ud569\ub2c8\ub2e4.<\/li>\n<p><code>sudo add-apt-repository ppa:graphics-drivers\/ppa<\/code><\/p>\n<li>\ud328\ud0a4\uc9c0\ub97c \ub2e4\uc2dc \uc5c5\ub370\uc774\ud2b8\ud569\ub2c8\ub2e4.<\/li>\n<p><code>sudo apt update<\/code><\/p>\n<li>\uc0ac\uc6a9 \uac00\ub2a5\ud55c NVIDIA \ub4dc\ub77c\uc774\ubc84 \ud655\uc778<\/li>\n<p><code>ubuntu-drivers devices<\/code><\/p>\n<li>\uc81c\uc548\ub41c \ub4dc\ub77c\uc774\ubc84 \uc124\uce58<\/li>\n<p><code>sudo ubuntu-drivers autoinstall<\/code><\/p>\n<li>\uc124\uce58\uac00 \uc644\ub8cc\ub418\uba74 \uc2dc\uc2a4\ud15c\uc744 \uc7ac\ubd80\ud305\ud569\ub2c8\ub2e4.<\/li>\n<p><code>sudo reboot<\/code><\/p>\n<\/ol>\n<p>\n            \uc2dc\uc2a4\ud15c\uc774 \uc7ac\ubd80\ud305\ub41c \ud6c4, \ub2e4\uc74c \uba85\ub839\uc5b4\ub97c \ud1b5\ud574 \ub4dc\ub77c\uc774\ubc84\uac00 \uc81c\ub300\ub85c \uc124\uce58\ub418\uc5c8\ub294\uc9c0 \ud655\uc778\ud569\ub2c8\ub2e4:\n        <\/p>\n<p><code>nvidia-smi<\/code><\/p>\n<p>\uc774 \uba85\ub839\uc5b4\ub97c \uc785\ub825\ud558\uba74, \ud604\uc7ac \uc2dc\uc2a4\ud15c\uc5d0 \uc124\uce58\ub41c GPU\uc758 \uc815\ubcf4 \ubc0f \ub4dc\ub77c\uc774\ubc84 \ubc84\uc804\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/section>\n<section>\n<h2>5. CUDA \uc124\uce58<\/h2>\n<p>\n            CUDA(Compute Unified Device Architecture)\ub294 NVIDIA\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ubcd1\ub82c \ucef4\ud4e8\ud305 \ud50c\ub7ab\ud3fc \ubc0f \ud504\ub85c\uadf8\ub798\ubc0d \ubaa8\ub378\uc785\ub2c8\ub2e4. CUDA\ub294 GPU \uc131\ub2a5\uc744 \uadf9\ub300\ud654\ud558\uae30 \uc704\ud574 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. CUDA \uc124\uce58\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc808\ucc28\ub85c \uc9c4\ud589\ub429\ub2c8\ub2e4:\n        <\/p>\n<ol>\n<li>NVIDIA \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8\uc5d0\uc11c CUDA Toolkit \ub2e4\uc6b4\ub85c\ub4dc<\/li>\n<li>CUDA \uc124\uce58 \ubc29\ubc95\uc73c\ub85c .deb \ud328\ud0a4\uc9c0\ub97c \uc120\ud0dd\ud558\uc5ec download<\/li>\n<li>\ub2e4\uc6b4\ub85c\ub4dc\ud55c \ud328\ud0a4\uc9c0\ub97c \uae30\ubc18\uc73c\ub85c \uc124\uce58\ud569\ub2c8\ub2e4.<\/li>\n<p><code>sudo dpkg -i cuda-repo-ubuntu2004-<version>-local.deb<\/version><\/code><\/p>\n<li>CUDA GPG Key\ub97c \ucd94\uac00\ud569\ub2c8\ub2e4.<\/li>\n<p><code>sudo apt-key adv --fetch-keys http:\/\/developer.download.nvidia.com\/compute\/cuda\/repos\/ubuntu2004\/x86_64\/7fa2af80.pub<\/code><\/p>\n<li>CUDA \ud328\ud0a4\uc9c0\ub97c \uc5c5\ub370\uc774\ud2b8\ud569\ub2c8\ub2e4.<\/li>\n<p><code>sudo apt update<\/code><\/p>\n<li>CUDA Toolkit\uc744 \uc124\uce58\ud569\ub2c8\ub2e4.<\/li>\n<p><code>sudo apt install cuda<\/code><\/p>\n<li>\ud658\uacbd \ubcc0\uc218\ub97c \uc124\uc815\ud569\ub2c8\ub2e4.<\/li>\n<p>~\/.bashrc \ud30c\uc77c\uc744 \uc5f4\uace0, \uc544\ub798 \ub0b4\uc6a9\uc744 \ucd94\uac00\ud569\ub2c8\ub2e4:<\/p>\n<p><code><br \/>\n                export PATH=\/usr\/local\/cuda\/bin:$PATH<br \/>\n                export LD_LIBRARY_PATH=\/usr\/local\/cuda\/lib64:$LD_LIBRARY_PATH<br \/>\n            <\/code><\/p>\n<li>\ubcc0\uacbd \uc0ac\ud56d\uc744 \uc801\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n<p><code>source ~\/.bashrc<\/code><\/p>\n<\/ol>\n<\/section>\n<section>\n<h2>6. cuDNN \uc124\uce58<\/h2>\n<p>\n            cuDNN\uc740 NVIDIA\uac00 \uc81c\uacf5\ud558\ub294 \ub525\ub7ec\ub2dd \ub124\ud2b8\uc6cc\ud06c\ub97c \uc704\ud55c GPU \uac00\uc18d \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4. \ubaa8\ub378 \ud6c8\ub828\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \uc218\ud589\ud558\uae30 \uc704\ud574 cuDNN\uc744 \uc124\uce58\ud574\uc57c \ud569\ub2c8\ub2e4.\n        <\/p>\n<ol>\n<li>\uba85\ub839\uc5b4\ub97c \ud1b5\ud574 cuDNN\uc744 \ub2e4\uc6b4\ub85c\ub4dc \ud569\ub2c8\ub2e4 (NVIDIA Developer \uacc4\uc815 \ud544\uc694).<\/li>\n<li>\ub2e4\uc6b4\ub85c\ub4dc\ud55c \ud30c\uc77c\uc744 \uc124\uce58\ud569\ub2c8\ub2e4.<\/li>\n<p><code>sudo cp cuda\/include\/cudnn*.h \/usr\/local\/cuda\/include<\/code><\/p>\n<p><code>sudo cp cuda\/lib64\/libcudnn* \/usr\/local\/cuda\/lib64<\/code><\/p>\n<li>cuDNN \uad8c\ud55c \ubcc0\uacbd<\/li>\n<p><code>sudo chmod a+r \/usr\/local\/cuda\/include\/cudnn*.h \/usr\/local\/cuda\/lib64\/libcudnn*<\/code><\/p>\n<\/ol>\n<\/section>\n<section>\n<h2>7. TensorFlow\/PyTorch \uc124\uce58<\/h2>\n<p>\n            \uc774\uc81c \uc778\uacf5\uc9c0\ub2a5 \ubaa8\ub378\uc744 \ud6c8\ub828\uc2dc\ud0a4\uae30 \uc704\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc778 TensorFlow \ub610\ub294 PyTorch\ub97c \uc124\uce58\ud569\ub2c8\ub2e4. \uc774 \ub450 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 GPU\ub97c \uc778\uc2dd\ud558\uace0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.\n        <\/p>\n<h3>TensorFlow \uc124\uce58<\/h3>\n<p>\n            TensorFlow\ub294 NVIDIA GPU\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc131\ub2a5\uc744 \uadf9\ub300\ud654 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub798\uc758 \uba85\ub839\uc5b4\ub97c \ud1b5\ud574 \uc124\uce58\ud569\ub2c8\ub2e4.\n        <\/p>\n<p><code>pip install tensorflow<\/code><\/p>\n<h3>PyTorch \uc124\uce58<\/h3>\n<p>\n            PyTorch\uc758 \uacbd\uc6b0 \uc6d0\ud558\ub294 CUDA \ubc84\uc804\uc5d0 \ub9de\uac8c \uc124\uce58\ud560 \uc218 \uc788\ub3c4\ub85d \uba85\ub839\uc5b4\ub97c \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4.\n        <\/p>\n<p>\uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \uc124\uce58 \uba85\ub839\uc5b4\ub97c \ud1b5\ud574 \uc124\uce58\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\uc2dc:<\/p>\n<p><code>pip install torch torchvision torchaudio --extra-index-url https:\/\/download.pytorch.org\/whl\/cu116<\/code><\/p>\n<\/section>\n<section>\n<h2>8. \ud14c\uc2a4\ud2b8 \ubc0f \uac80\uc99d<\/h2>\n<p>\n            \ubaa8\ub4e0 \uc124\uce58\uac00 \uc644\ub8cc\ub418\uba74, \uc544\ub798\uc758 \ucf54\ub4dc\ub97c \uc0ac\uc6a9\ud558\uc5ec GPU\uac00 \uc815\uc0c1\uc801\uc73c\ub85c \uc791\ub3d9\ud558\ub294\uc9c0 \ud14c\uc2a4\ud2b8\ud574\uc57c \ud569\ub2c8\ub2e4.\n        <\/p>\n<pre>\n            <code>\n                import tensorflow as tf<br\/>\n                print(\"Num GPUs Available: \", len(tf.config.list_physical_devices('GPU')))\n            <\/code>\n        <\/pre>\n<p>\n            \ub610\ub294 PyTorch\ub85c \ub2e4\uc74c\uacfc \uac19\uc774 \ud14c\uc2a4\ud2b8\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:\n        <\/p>\n<pre>\n            <code>\n                import torch<br\/>\n                print(\"Is CUDA available: \", torch.cuda.is_available())<br\/>\n                print(\"Number of GPUs: \", torch.cuda.device_count())\n            <\/code>\n        <\/pre>\n<\/section>\n<section>\n<h2>9. \uacb0\ub860<\/h2>\n<p>\n            \uc778\uacf5\uc9c0\ub2a5 \ud6c8\ub828\uc6a9 \uc11c\ubc84\ub97c \uad6c\ucd95\ud558\uace0 GPU\ub97c \ud65c\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \ud6c8\ub828\uc2dc\ud0ac \uc218 \uc788\ub294 \ud658\uacbd\uc744 \ub9c8\ub828\ud558\ub294 \uac83\uc740 \uc5b4\ub835\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc704\uc758 \ub2e8\uacc4\ub97c \ub530\ub77c \uac01 \uc885\uc18d\uc131\uacfc \ub4dc\ub77c\uc774\ubc84\ub97c \uc62c\ubc14\ub974\uac8c \uc124\uce58\ud558\uba74 \uac15\ub825\ud55c AI \ud6c8\ub828 \uc11c\ubc84\ub97c \uc6b4\uc601\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc124\uc815\uc740 AI \ubd84\uc57c\uc758 \ub2e4\uc591\ud55c \uc2e4\ud5d8 \ubc0f \uc5f0\uad6c\uc5d0 \ud070 \ub3c4\uc6c0\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.\n        <\/p>\n<\/section>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>1. \uc11c\ub860 \uc778\uacf5\uc9c0\ub2a5(AI) \ubc0f \ub525\ub7ec\ub2dd \ubd84\uc57c\uc758 \ubc1c\uc804\uc73c\ub85c \uc778\ud574 \uace0\uc131\ub2a5 \uc11c\ubc84\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \uae09\uc99d\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc694\uad6c\uc5d0 \ubd80\uc751\ud558\uae30 \uc704\ud574 GPU \uc11c\ubc84\ub97c \uad6c\ucd95\ud558\ub294 \uac83\uc740 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \uc6b0\ubd84\ud22c \uae30\ubc18\uc758 \uc778\uacf5\uc9c0\ub2a5 \ud6c8\ub828 \uc11c\ubc84\ub97c \uad6c\ucd95\ud558\uace0, NVIDIA \ub4dc\ub77c\uc774\ubc84 \ubc0f CUDA\ub97c \uc124\uce58\ud558\uc5ec GPU\ub97c \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud569\ub2c8\ub2e4. 2. \uc2dc\uc2a4\ud15c \uc694\uad6c \uc0ac\ud56d GPU\ub97c \ud65c\uc6a9\ud558\uc5ec \uc778\uacf5\uc9c0\ub2a5 \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\uae30 \uc704\ud574\uc11c\ub294 \ud2b9\ubcc4\ud55c \ud558\ub4dc\uc6e8\uc5b4\uc640 \uc18c\ud504\ud2b8\uc6e8\uc5b4 &hellip; <a href=\"https:\/\/atmokpo.com\/w\/41610\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;18.\uc778\uacf5\uc9c0\ub2a5 \ud6c8\ub828\uc6a9 \uc11c\ubc84 \uad6c\ucd95\ud558\uae30, GPU \uc9c0\uc6d0 \uc124\uc815  \uc778\uacf5\uc9c0\ub2a5 \ubaa8\ub378 \ud6c8\ub828\uc744 \uc704\ud55c GPU \uc124\uce58 \ubc0f \ub4dc\ub77c\uc774\ubc84 \uc124\uc815 (NVIDIA \ub4dc\ub77c\uc774\ubc84 \ubc0f CUDA)&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[179],"tags":[],"class_list":["post-41610","post","type-post","status-publish","format-standard","hentry","category-179"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>18.\uc778\uacf5\uc9c0\ub2a5 \ud6c8\ub828\uc6a9 \uc11c\ubc84 \uad6c\ucd95\ud558\uae30, GPU \uc9c0\uc6d0 \uc124\uc815 \uc778\uacf5\uc9c0\ub2a5 \ubaa8\ub378 \ud6c8\ub828\uc744 \uc704\ud55c GPU \uc124\uce58 \ubc0f \ub4dc\ub77c\uc774\ubc84 \uc124\uc815 (NVIDIA \ub4dc\ub77c\uc774\ubc84 \ubc0f CUDA) - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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