nvidia-smi\n......\n+-----------------------------------------------------------------------------------------+\n| NVIDIA-SMI 560.94 Driver Version: 560.94 CUDA Version: 12.6 |\n|-----------------------------------------+------------------------+----------------------+\n| GPU Name Driver-Model | Bus-Id Disp.A | Volatile Uncorr. ECC |\n| Fan Temp Perf Pwr:Usage\/Cap | Memory-Usage | GPU-Util Compute M. |\n| | | MIG M. |\n|=========================================+========================+======================|\n| 0 NVIDIA GeForce GTX 1060 3GB WDDM | 00000000:01:00.0 On | N\/A |\n| 37% 26C P8 9W \/ 130W | 664MiB \/ 3072MiB | 2% Default |\n| | | N\/A |\n+-----------------------------------------+------------------------+----------------------+\n......<\/code><\/pre>\n\uc124\uce58 \uac00\ub2a5\ud55c CUDA \ubc84\uc804 \ud655\uc778\ud558\uae30<\/h2>\n
\uc704 \uba85\ub839\uc5d0\uc11c GTX 1060<\/code> \uc774 \uc124\uce58\ub418\uc5b4 \uc788\uace0, \uc544\ub798 \ub9c1\ud06c\uc5d0\uc11c \ubcf4\uba74 CUDA 8.0 \uc774\ud6c4 \ubc84\uc804\uc744 \uc804\ubd80 \uc9c0\uc6d0\ud55c\ub2e4.<\/p>\n\ub9c1\ud06c<\/a><\/p>\n![\"\"](\"https:\/\/www.skyer9.pe.kr\/wordpress\/wp-content\/uploads\/2025\/02\/2025-02-20-01.png\")
<\/a><\/p>\n![\"\"](\"https:\/\/www.skyer9.pe.kr\/wordpress\/wp-content\/uploads\/2025\/02\/2025-02-20-02.png\")
<\/a><\/p>\n![\"\"](\"https:\/\/www.skyer9.pe.kr\/wordpress\/wp-content\/uploads\/2025\/02\/2025-02-20-03.png\")
<\/a><\/p>\nPyTorch \uc640 \ud638\ud658\ub418\ub294 CUDA \ubc84\uc804 \ud655\uc778<\/h2>\n
\uc544\ub798 \ub9c1\ud06c\uc5d0\uc11c \ubcf4\uba74 CUDA 12.6 (2025-02 \uae30\uc900) \uc774 \ucd5c\uc2e0\ubc84\uc804\uc774\ub2e4.<\/p>\n
\ub9c1\ud06c<\/a><\/p>\nRun this Command:<\/code> \uc5d0 \uc788\ub294 \uba85\ub839\uc744 \uc2e4\ud589\ud574 \uc900\ub2e4.<\/p>\nCUDA \uac00 \uc124\uce58\ub418\uc5b4 \uc788\uc9c0 \uc54a\uc544\ub3c4 \uc124\uce58\uac00 \uac00\ub2a5\ud558\ub2e4.<\/p>\n
pip3 install torch torchvision torchaudio --index-url https:\/\/download.pytorch.org\/whl\/cu126<\/code><\/pre>\n![\"\"](\"https:\/\/www.skyer9.pe.kr\/wordpress\/wp-content\/uploads\/2025\/02\/2025-02-20-04.png\")
<\/a><\/p>\nCUDA \uc124\uce58<\/h2>\n
\ub9c1\ud06c<\/a><\/p>\n\uc704 \ub9c1\ud06c\uc5d0\uc11c CUDA 12.6 \ub97c \ub2e4\uc6b4\ubc1b\uc544 \uc124\uce58\ud55c\ub2e4.<\/p>\n
![\"\"](\"https:\/\/www.skyer9.pe.kr\/wordpress\/wp-content\/uploads\/2025\/02\/2025-02-20-05.png\")
<\/a><\/p>\n\uc624\ub958 \ub300\uc751<\/h2>\n
\uc624\ub958 \ub0b4\uc6a9\uc740 bitsandbytes \uc624\ub958\uc778\ub370, \uc624\ub958 \ud574\uacb0\uc740 PyTorch \uc7ac\uc124\uce58\uc785\ub2c8\ub2e4.
\nPyTorch \uac00 \uc124\uce58\ub294 \ub418\uc5b4 \uc788\uc9c0\ub9cc CUDA \ubc84\uc804\uc774 \ud638\ud658\ub418\uc9c0 \uc54a\uc544\uc11c GPU \ub97c \uc778\uc2dd\ud558\uc9c0 \ubabb\ud558\uace0,
\n\uacb0\uad6d bitsandbytes \uac00 \uc2e4\ud589\uc774 \ub418\uc9c0 \uc54a\ub294 \uc0c1\ud669\uc774\ub2e4.<\/p>\n
RuntimeError: CUDA is required but not available for bitsandbytes. Please consider installing the multi-platform enabled version of bitsandbytes, which is currently a work in progress. Please check currently supported platforms and installation instructions at https:\/\/huggingface.co\/docs\/bitsandbytes\/main\/en\/installation#multi-backend<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"Torch not compiled with CUDA enabled NVIDIA GPU \uac00 \uc788\uc9c0\ub9cc CUDA \uac00 \ub97c \uc9c0\uc6d0\ud558\ub294 Torch \uac00 \uc124\uce58\ub418\uc5b4 \uc788\uc9c0 \uc54a\uc740 \uc0c1\ud669\uc774\ub2e4. \ub4dc\ub77c\uc774\ubc84 \uc124\uce58 \ud655\uc778 \ub4dc\ub77c\uc774\ubc84\uac00 \uc815\uc0c1\uc801\uc73c\ub85c \uc124\uce58\ub418\uc5b4 \uc788\uc73c\uba74 \uc544\ub798\uc640 \uac19\uc774 \uba85\ub839\uc744 \uc785\ub825\ud588\uc744 \ub54c \uacb0\uacfc\uac00 \ub098\uc628\ub2e4. nvidia-smi …… +—————————————————————————————–+ | NVIDIA-SMI 560.94 Driver Version: 560.94 CUDA Version: 12.6 | |—————————————–+————————+———————-+ | GPU Name Driver-Model | Bus-Id Disp.A\u2026 Read More »<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[18],"tags":[],"class_list":["post-10006","post","type-post","status-publish","format-standard","hentry","category-machine-learning"],"_links":{"self":[{"href":"https:\/\/www.skyer9.pe.kr\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/10006","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.skyer9.pe.kr\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.skyer9.pe.kr\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.skyer9.pe.kr\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.skyer9.pe.kr\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10006"}],"version-history":[{"count":6,"href":"https:\/\/www.skyer9.pe.kr\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/10006\/revisions"}],"predecessor-version":[{"id":10130,"href":"https:\/\/www.skyer9.pe.kr\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/10006\/revisions\/10130"}],"wp:attachment":[{"href":"https:\/\/www.skyer9.pe.kr\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10006"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.skyer9.pe.kr\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10006"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.skyer9.pe.kr\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10006"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}