AI & Bigdata/NVIDIA

AI & Bigdata/NVIDIA

[CUDA] Windows, NVIDIA GPU ์‚ฌ์šฉ์„ ์œ„ํ•œ CUDA, cuDNN ์„ค์น˜

1. ์‹œ์Šคํ…œ ์ •๋ณด NVIDIA ํ™˜๊ฒฝ: GeForce MX 450, ๋ฒ„์ „ 452.56 2. CUDA ์„ค์น˜ MX450์˜ Compute capability๋Š” 7.5 ์ง€์›ํ•˜๋Š” CUDA SDK๊ฐ€ 11.1 - 11.6๋„ ์ง€์›ํ•˜๋ฏ€๋กœ 11.6.2๋ฒ„์ „์˜ CUDA๋ฅผ ์„ค์น˜ ์œˆ๋„์šฐ ๋ฒ„์ „ ํ™•์ธ: winver ๋ช…๋ น์–ด๋กœ ์œˆ๋„์šฐ 11 ํ™•์ธ NVIDIA CUDA: 11.6์œผ๋กœ ์—…๋ฐ์ดํŠธ ํ™˜๊ฒฝ๋ณ€์ˆ˜ ํŽธ์ง‘์—์„œ ํ™•์ธ C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.6 ์ž˜ ๋“ค์–ด๊ฐ€ ์žˆ์Œ์„ ๋ณผ ์ˆ˜ ์žˆ์Œ 3. cuDNN ์„ค์น˜ (CUDA๋ž‘ ๋งž๋Š” ๋ฒ„์ „ ์„ค์น˜ํ•ด์•ผ ํ•จ) v8.3.2 ์„ค์น˜ํ•˜๋ฉด ๋œ๋‹ค ์••์ถ• ํ’€๊ณ  ์•ˆ์— bin, include, lib ํด๋” ๋ณต์‚ฌ → ๋ถ™์—ฌ๋„ฃ๊ธฐ ํ›„ ํ™˜๊ฒฝ๋ณ€์ˆ˜ ์„ธํŒ… ์„ค์น˜ ํ™•์ธ "C:\Pro..

AI & Bigdata/NVIDIA

[CUDA] Windows, NVIDIA ๋ฒ„์ „ ์—…๋ฐ์ดํŠธ- CUDA ์žฌ์„ค์น˜

์•„๋‚˜์ฝ˜๋‹ค ์žฌ ์„ค์น˜ ํ›„ ์ฟ ๋‹ค ํ˜ธํ™˜ ํ‹€์–ด์ง€๋Š” ๋ฌธ์ œ ๋ฐœ์ƒํ•˜์—ฌ NVIDIA ๋ฒ„์ „ ์˜ฌ๋ฆด๊ฒธ ์žฌ์„ค์น˜ ์ง„ ์‚ญ์ œ์ฐธ๊ณ ์‚ฌ์ดํŠธ ์‚ญ์ œ 2 ์ฐธ๊ณ  ์‚ญ์ œ3 ์ฐธ๊ณ  1. NVIDIA ๋ฒ„์ „ ํ™•์ธ NVIDIA ๊ทธ๋ž˜ํ”ฝ์นด๋“œ๊ฐ€ ์„ค์น˜๋˜์—ˆ์œผ๋ฉด, ์ œ์–ดํŒ์ด ๋œฐ๊ฑฐ๋‹ค ์ œ์–ดํŒ์—์„œ ์ •๋ณด๋ฅผ ํ™•์ธ ๋ฒ„์ „ ํ™•์ธํ•˜๊ธฐ: ๋ธ”๋กœ๊ทธ 2. CUDA ์„ค์น˜ CUDA Toolkit ์„ค์น˜ - MX450์˜ Compute capability๋Š” 7.5 CUDA SDK๊ฐ€ 11.1 - 11.6๋„ ์ง€์›ํ•˜๋ฏ€๋กœ ์ด์™•์ด๋ฉด ์ตœ์‹  ๋ฒ„์ „์ด ์ข‹์ง€ ์•Š์„๊นŒํ•ด์„œ 11.6.2๋ฒ„์ „์˜ CUDA๋ฅผ ์„ค์น˜ CUDA Toolkit 11.6.2 CUDA Toolkit 11.6 Update 2 Downloads Resources CUDA Documentation/Release NotesMacOS Tools Training Sa..

AI & Bigdata/NVIDIA

[NVIDIA] Tensorflow NVIDIA ํ˜ธํ™˜

1. NVIDIA ๊ทธ๋ž˜ํ”ฝ ๋“œ๋ผ์ด๋ฒ„ ์„ค์น˜ https://wjdqh6544.tistory.com/989 ์—”๋น„๋””์•„ ๊ทธ๋ž˜ํ”ฝ ๋“œ๋ผ์ด๋ฒ„ ์„ค์น˜ ๋ฐฉ๋ฒ• ๋ณธ ํฌ์ŠคํŠธ์—์„œ๋Š” "์—”๋น„๋””์•„ ๊ทธ๋ž˜ํ”ฝ ๋“œ๋ผ์ด๋ฒ„ ์„ค์น˜ ๋ฐฉ๋ฒ•" ์— ๋Œ€ํ•ด์„œ ์•Œ์•„๋ณธ๋‹ค. ๊ทธ๋ž˜ํ”ฝ ๋“œ๋ผ์ด๋ฒ„๋Š” ๊ทธ๋ž˜ํ”ฝ์นด๋“œ์˜ ์„ฑ๋Šฅ์„ 100% ํ™œ์šฉํ•˜๊ธฐ ์œ„ํ•ด์„œ ํ•„ํžˆ ์„ค์น˜ํ•ด์ฃผ์–ด์•ผ ํ•˜์ง€๋งŒ, ์œˆ๋„์šฐ์ฆˆ wjdqh6544.tistory.com 2. Anaconda Prompt๋กœ Tensorflow ์„ค์น˜ํ•œ๋‹ค pip freeze pip install tensorflow 3. ๋‚ด๊ฐ€ ์„ค์น˜ํ•˜๊ณ ์ž ํ•˜๋Š” tensorflow gpu์™€ ํ˜ธํ™˜๋˜๋Š” CUDA, cuDNN ๋ฒ„์ „์„ ํ™•์ธํ•œ๋‹ค pip freeze ํ…์„œํ”Œ๋กœ์šฐ ๋ฒ„์ „ ํ™•์ธ ํ›„ ๋ฒ„์ „ ๋‚ฎ์ถ”๋“ ๊ฐ€. 4.

AI & Bigdata/NVIDIA

[NVIDIA] Deep Learning ์‹ค์Šต ๊ฐ•์˜

๋”ฅ๋Ÿฌ๋‹ ์†Œ๊ฐœ ๋”ฅ๋Ÿฌ๋‹: 2010๋…„์— ๋ถ€์‘ ์—ฌ๋Ÿฌ ์‚ฐ์—… ๋ถ„์•ผ 1. ์ปดํ“จํ„ฐ ๋น„์ „ ๋กœ๋ณดํ‹ฑ์Šค ๋ฐ ์ œ์กฐ ๋ฌผ์ฒด ๊ฒ€์ถœ ์ž์œจ์ฃผํ–‰ ์ž๋™์ฐจ: ์‚ฌ๋žŒ, ์‹ ํ˜ธ๋“ฑ, ๋„๋กœ, detection,, segmentation,, ๊ด‘๋ฒ”์œ„ํ•˜๊ฒŒ ์ ์šฉ 2. ์ž์—ฐ์–ด ์ฒ˜๋ฆฌ ์‹ค์‹œ๊ฐ„ ๋ฒˆ์—ญ ์Œ์„ฑ์ธ์‹ 3. ์ถ”์ฒœ ์‹œ์Šคํ…œ ์ฝ˜ํ…์ธ  ํ๋ ˆ์ด์…˜ ๋งž์ถคํ˜• ๊ด‘๊ณ  ์‡ผํ•‘ ์ถ”์ฒœ(์•„๋งˆ์กด,, ) 4. ๊ฐ•ํ™” ํ•™์Šต ์•ŒํŒŒ๊ณ  vs ์ธ๊ฐ„ AI ๋ด‡ vs ํ”„๋กœ๊ฒŒ์ด๋จธ ์ฃผ์‹ ๊ฑฐ๋ž˜ ๋กœ๋ด‡ ๋“ฑ์— ํ™œ์šฉ ํ•ธ์ฆˆ์˜จ ์—ฐ์Šต(์‹ค์Šต) https://courses.nvidia.com/courses/course-v1:DLI+C-FX-01+V3-KR/courseware/258ba24018854cbfb9f7ff5e04b7d6f8/43eee6e2d779407286f142ccb8483fe0/ Sign In static-login..

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