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[Linux] WSL ȯ°æ¿¡¼ Nvidia CUDA »ç¿ëÇϱâ |
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Date : 2023-09-09
Name : ¼¹ö¸ó
Hits : 336
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¾È³çÇϼ¼¿ä. ÁÖ½Äȸ»ç ¼¹ö¸ó ÀÔ´Ï´Ù. WSL(Windows Subsystem for Linux)Àº À©µµ¿ì¿¡¼ ¸®´ª½º ½Ã½ºÅÛÀ» ¸¦ »ç¿ëÇÒ ¼ö ÀÖµµ·Ï ÇØÁÖ´Â µµ±¸ÀÔ´Ï´Ù. WSLÀº ´Ü¼øÇÑ ¸®´ª½º°Å ¾Æ´Ï¶ó, °æ·® °¡»óÈ ±â¼úÀ» »ç¿ëÇØ À©µµ¿ì¿Í ÅëÇÕµÈ ÀÛ¾÷ȯ°æÀ» Á¦°øÇϴ Ư¼öÇÑ ¸®´ª½º ȯ°æÀÔ´Ï´Ù. ¶ÇÇÑ À©µµ¿ì È£½ºÆ® PC¿¡ NVIDIA GPU°¡ ¼³Ä¡µÇ¾îÀÖ´Â °æ¿ì, ÃֽŠNVIDIA µå¶óÀ̹ö¿¡¼´Â WSL ȯ°æµµ Áö¿øÇÏ°í ÀÖ½À´Ï´Ù. º» Æ÷½ºÆÿ¡¼´Â WSL ¸®´ª½º¿¡¼ À©µµ¿ì È£½ºÆ® ¸Ó½Å¿¡ ¼³Ä¡µÈ GPU ¸¦ È°¿ëÇÏ´Â ¹æ¹ýÀ» ¼Ò°³ÇÏ°Ú½À´Ï´Ù. º» Æ÷½ºÆÃÀ» µû¶óÇϱâÀü ¾Æ·¡ ¸µÅ©ÀÇ ¼±Çà ÀÛ¾÷À» ÁøÇàÇϵµ·Ï ÇÕ´Ï´Ù. https://servermon.tistory.com/293 WSL ȯ°æ¿ë Nvidia µå¶óÀ̹ö ¼³Ä¡NVIDIA¿¡¼´Â °ø½ÄÀûÀ¸·Î WSLÀ» Áö¿øÇÏ°í ÀÖ½À´Ï´Ù. CUDA Toolkit ´Ù¿î·Îµå ÆäÀÌÁö¿¡¼´Â °ø½ÄÀûÀ¸·Î WSL-Ubuntu ¹öÀüÀ» Á¦°øÇÏ°í ÀÖÀ¸¸ç ÀÌ ±Û¿¡¼µµ WSL Ubuntu 20.04¸¦ ±âÁØÀ¸·Î ÁøÇàÇÏ¿´½À´Ï´Ù. NVIDIA GPUÀÇ °æ¿ì PascalÀ̳ª ±× ÀÌÈÄÀÇ GPU¿¡¼ WSLÀ» Áö¿øÇϸç, R495 ÀÌ»óÀÇ µå¶óÀ̹ö°¡ ÇÊ¿äÇÕ´Ï´Ù. NVIDIA µå¶óÀ̹ö°¡ Á¤»óÀûÀ¸·Î ¼³Ä¡µÇ¾îÀÖ´Ù¸é, Å͹̳ο¡¼ nvidia-smi¸¦ ½ÇÇàÇؼ ÇöÀç ½Ã½ºÅÛÀÇ GPU¿Í µå¶óÀ̹ö ¹öÀüÀ» È®ÀÎ Çϵµ·Ï ÇÕ´Ï´Ù. WSL ȯ°æ¿ë CUDA ÅøŶ ¼³Ä¡WSL¿¡¼ GPU¸¦ »ç¿ëÇÒ ¶§´Â À©µµ¿ì¿¡ ¼³Ä¡µÈ µå¶óÀ̹ö¸¦ »ç¿ëÇϹǷΠº°µµÀÇ µå¶óÀ̹ö ¼³Ä¡´Â ÇÊ¿äÇÏÁö ¾ÊÁö¸¸ WSL¿¡¼ ÇØ´ç µå¶óÀ̹ö¸¦ »ç¿ëÇÒ ¼ö ÀÖµµ·Ï CUDA ToolkitÀ» ¼³Ä¡Çؾ߸¸ ÇÕ´Ï´Ù. ´Ù¿î·Îµå ÆäÀÌÁö¿¡¼ Á¦°øÇÏ´Â ¸í·É¾î·Î ¼³Ä¡ Çغ¸°Ú½À´Ï´Ù. wget https://developer.download.nvidia.com/compute/cuda/repos/wsl-ubuntu/x86_64/cuda-keyring_1.1-1_all.deb sudo dpkg -i cuda-keyring_1.1-1_all.deb sudo apt-get update sudo apt-get -y install cuda nvidia-cuda-toolkit Cuda ¹öÀüÈ®ÀÎ nvcc --version nvcc: NVIDIA (R) Cuda compiler driver Copyright (c) 2005-2019 NVIDIA Corporation Built on Sun_Jul_28_19:07:16_PDT_2019 Cuda compilation tools, release 10.1, V10.1.243 Á¤»óÀûÀ¸·Î ¼³Ä¡ ÈÄ È®ÀÎÇغ¸´Ï ÃֽŠ¹öÀüÀº 12.2ÀÔ´Ï´Ù. ¹öÀüÀº ¼³Ä¡ÇÏ´Â ½ÃÁ¡¿¡ µû¶ó ´Þ¶óÁú ¼ö ÀÖ½À´Ï´Ù. CUDA »ùÇÃÆÄÀÏ ÄÄÆÄÀÏCUDA ¼³Á¤À» ¸¶ÃÆ´Ù¸é »ùÇÃÆÄÀÏÀ» ´Ù¿î·ÎµåÇÏ¿© ÄÄÆÄÀÏ Çغ¸°Ú½À´Ï´Ù. »ùÇà ´Ù¿î·Îµå
git clone https://github.com/NVIDIA/cuda-samples.git
Make ÄÄÆÄÀÏ ÁøÇà
cd cuda-samples/Samples/0_Introduction/clock/
make
Clock ÇÁ·ÎÁ§Æ® ½ÇÇà
./clock
CUDA Clock sample
GPU Device 0: "Maxwell" with compute capability 5.2
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