{"id":12738,"date":"2022-06-26T13:30:21","date_gmt":"2022-06-26T06:30:21","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=12738"},"modified":"2022-06-30T09:34:13","modified_gmt":"2022-06-30T02:34:13","slug":"trai-nghiem-ai-ml-va-hpc-nhanh-chong-va-hieu-qua-voi-nvidia-launchpad-ai-enterprise","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/trai-nghiem-ai-ml-va-hpc-nhanh-chong-va-hieu-qua-voi-nvidia-launchpad-ai-enterprise-p12738\/","title":{"rendered":"Tr\u1ea3i nghi\u1ec7m AI, ML v\u00e0 HPC nhanh ch\u00f3ng v\u00e0 hi\u1ec7u qu\u1ea3 v\u1edbi NVIDIA LaunchPad AI Enterprise"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p><span class=\"\">B\u1ea1n \u0111ang t\u00ecm ki\u1ebfm m\u1ed9t n\u1ec1n t\u1ea3ng \u0111\u1ec3 ki\u1ec3m tra c\u00e1c \u1ee9ng d\u1ee5ng AI \/ ML tr\u01b0\u1edbc khi kh\u1edfi ch\u1ea1y, nh\u01b0ng b\u1ea1n l\u1ea1i kh\u00f4ng c\u00f3 quy\u1ec1n truy c\u1eadp v\u00e0o m\u00f4i tr\u01b0\u1eddng \u1ee9ng d\u1ee5ng \u0111\u00f3?\u00a0<\/span>B\u1ea1n mu\u1ed1n x\u00e2y d\u1ef1ng v\u00e0 th\u1eed nghi\u1ec7m kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c AI m\u1edbi tr\u01b0\u1edbc khi tri\u1ec3n khai th\u1ef1c t\u1ebf \u0111\u1ec3 c\u00f3 th\u1ec3 ti\u1ebft ki\u1ec7m th\u1eddi gian, chi ph\u00ed v\u00e0 c\u00e1c v\u1ea5n \u0111\u1ec1 kh\u00e1c,&#8230;.Ch\u00e0o m\u1eebng b\u1ea1n \u0111\u1ebfn v\u1edbi NVIDIA LaunchPad, \u0111\u00e2y l\u00e0 c\u00e2u tr\u1ea3 l\u1eddi, l\u00e0 gi\u1ea3i ph\u00e1p cho c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u00e1t tri\u1ec3n c\u1ee7a b\u1ea1n.\u00a0V\u00e0\u00a0NVIDIA LaunchPad n\u00e0y l\u00e0 ho\u00e0n to\u00e0n mi\u1ec5n ph\u00ed!<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/06\/tgmc-blog-62a698ad21cb2.png\" alt=\"Ki\u1ebfn tr\u00fac NVIDIA LaunchPad\" \/><\/p>\r\n\t\t\t\t<div class=\"tgmcad hor\" style=\"text-align:center;margin:30px 0; padding: 10px 0; border-radius:5px; border-top:solid 1px #ccc; border-bottom:solid 1px #ccc; \">\r\n\t\t\t\t<a href=\"https:\/\/thegioimaychu.vn\/giai-phap\/deep-learning\/\"><img decoding=\"async\" alt=\"Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng Deep Learning, Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o - AI\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/11\/tgmc-deep-learning.jpg\" \/><\/a>\r\n\t\t\t\t<\/div>\n<h2>Gi\u1edbi thi\u1ec7u NVIDIA LaunchPad!<\/h2>\n<p>NVIDIA g\u1ea7n \u0111\u00e2y \u0111\u00e3 gi\u01a1i thi\u1ec7u LaunchPad\u00a0&#8211; m\u1ed9t m\u00f4i tr\u01b0\u1eddng th\u1ef1c h\u00e0nh n\u01a1i ng\u01b0\u1eddi d\u00f9ng doanh nghi\u1ec7p c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng m\u00e1y ch\u1ee7 <a class=\"iblink\" href=\"\/solution\/infra\/ai\/bo-giai-phap-trien-khai-ai-cap-doanh-nghiep-nvidia-ai-enterprise-p4126\/\">NVIDIA AI Enterprise<\/a> trong m\u00f4i tr\u01b0\u1eddng vSphere 7 mi\u1ec5n ph\u00ed trong 2-4 tu\u1ea7n.\u00a0M\u1eb7c d\u00f9 c\u00e1c doanh nghi\u1ec7p \u0111\u01b0\u1ee3c hoan ngh\u00eanh s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 n\u00e0y v\u1edbi kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c m\u00e0 h\u1ecd \u0111ang xem x\u00e9t tri\u1ec3n khai tr\u00ean m\u00f4i tr\u01b0\u1eddng NVIDIA, nh\u01b0ng h\u1ecd c\u0169ng c\u00f3 th\u1ec3 tr\u1ea3i qua c\u00e1c ph\u00f2ng th\u00ed nghi\u1ec7m m\u00e0 NVIDIA \u0111\u00e3 t\u1ea1o \u0111\u1ec3 cho ph\u00e9p c\u00e1c chuy\u00ean gia CNTT c\u1ea3m th\u1ea5y tho\u1ea3i m\u00e1i khi s\u1eed d\u1ee5ng c\u00e1c m\u00e1y ch\u1ee7 h\u1ed7 tr\u1ee3 NVIDIA.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1824\" height=\"556\" class=\"alignnone wp-image-13046 size-full\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/06\/TheGioiMayChu-Blog-Image-trai-nghiem-ai-ml-va-hpc-nhanh-chong-va-hieu-qua-voi-nvidia-launchpad-ai-enterpr.png\" srcset=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/06\/TheGioiMayChu-Blog-Image-trai-nghiem-ai-ml-va-hpc-nhanh-chong-va-hieu-qua-voi-nvidia-launchpad-ai-enterpr.png 1824w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/06\/TheGioiMayChu-Blog-Image-trai-nghiem-ai-ml-va-hpc-nhanh-chong-va-hieu-qua-voi-nvidia-launchpad-ai-enterpr-300x91.png 300w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/06\/TheGioiMayChu-Blog-Image-trai-nghiem-ai-ml-va-hpc-nhanh-chong-va-hieu-qua-voi-nvidia-launchpad-ai-enterpr-768x234.png 768w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/06\/TheGioiMayChu-Blog-Image-trai-nghiem-ai-ml-va-hpc-nhanh-chong-va-hieu-qua-voi-nvidia-launchpad-ai-enterpr-1024x312.png 1024w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/06\/TheGioiMayChu-Blog-Image-trai-nghiem-ai-ml-va-hpc-nhanh-chong-va-hieu-qua-voi-nvidia-launchpad-ai-enterpr-40x12.png 40w\" sizes=\"auto, (max-width: 1824px) 100vw, 1824px\" \/><\/p>\n<p>NVIDIA AI LaunchPad \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef trong m\u1ed9t\u00a0c\u01a1 s\u1edf Equinix\u00a0.\u00a0N\u1ec1n t\u1ea3ng n\u00e0y cho ph\u00e9p c\u00e1c doanh nghi\u1ec7p t\u0103ng t\u1ed1c \u0111\u1ed9 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh AI ph\u1ee9c t\u1ea1p b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng DGX SuperPOD, NVIDIA Base Command,\u00a0\u00a0NVIDIA Fleet Command\u00a0v\u00e0 c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc t\u1eeb NVIDIA NGC.\u00a0N\u00f3 c\u0169ng h\u1ed7 tr\u1ee3 m\u1edf r\u1ed9ng AI ch\u00ednh th\u1ed1ng tr\u00ean c\u00e1c m\u00e1y ch\u1ee7 \u0111\u01b0\u1ee3c Ch\u1ee9ng nh\u1eadn NVIDIA ph\u00e2n ph\u1ed1i tr\u00ean m\u1ea1ng.\u00a0C\u00e1c m\u00e1y ch\u1ee7 ti\u00eau chu\u1ea9n ng\u00e0nh n\u00e0y l\u00fd t\u01b0\u1edfng \u0111\u1ec3 ch\u1ea1y b\u1ed9\u00a0\u00a0ph\u1ea7n m\u1ec1m\u00a0<a class=\"iblink\" href=\"\/solution\/infra\/ai\/bo-giai-phap-trien-khai-ai-cap-doanh-nghiep-nvidia-ai-enterprise-p4126\/\">NVIDIA AI Enterprise<\/a> tr\u00ean VMware vSphere \u0111\u1ec3 m\u1edf r\u1ed9ng kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c AI trong \u0111\u00e1m m\u00e2y lai hi\u1ec7n \u0111\u1ea1i.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/06\/tgmc-blog-62b6850a31c26.png\" alt=\"\" \/><\/p>\n<h2>Truy c\u1eadp NVIDIA LaunchPad<\/h2>\n<p>Sau khi ho\u00e0n th\u00e0nh m\u1ed9t bi\u1ec3u m\u1eabu h\u1ed3 s\u01a1, ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb v\u1edbi m\u1ed9t m\u00e0n h\u00ecnh t\u1ed5ng quan chi ti\u1ebft.\u00a0Qu\u00e1 tr\u00ecnh n\u00e0y r\u1ea5t \u0111\u01a1n gi\u1ea3n, cung c\u1ea5p h\u01b0\u1edbng d\u1eabn v\u1ec1 c\u00e1ch thi\u1ebft l\u1eadp m\u00f4i tr\u01b0\u1eddng \u0111\u1ec3 truy c\u1eadp c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng v\u00e0 ph\u1ea7n m\u1ec1m AI.\u00a0M\u1ee5c ti\u00eau c\u1ee7a NVIDIA LaunchPad l\u00e0 t\u0103ng t\u1ed1c \u0111\u1ed9 ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai \u1ee9ng d\u1ee5ng.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/06\/tgmc-blog-62a698ae03dd1.png\" alt=\"T\u1ed5ng quan v\u1ec1 qu\u1ea3n tr\u1ecb vi\u00ean NVIDIA LaunchPad\" \/><\/p>\n<p>NVIDIA cho r\u1eb1ng vi\u1ec7c m\u1ed9t s\u1ed1 c\u00f4ng ty kh\u00f4ng s\u1eed d\u1ee5ng nhi\u1ec1u AI v\u00ec lo ng\u1ea1i s\u1ef1 ph\u1ee9c t\u1ea1p c\u1ee7a vi\u1ec7c thi\u1ebft l\u1eadp m\u1ed9t m\u00f4i tr\u01b0\u1eddng m\u00e0 AI c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng.\u00a0V\u1edbi suy ngh\u0129 n\u00e0y, NVIDIA \u0111\u00e3 t\u1ea1o ra c\u00e1c ph\u00f2ng th\u00ed nghi\u1ec7m \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 gi\u1ea3i quy\u1ebft v\u1edbi hai chuy\u00ean gia AI kh\u00e1c nhau: C\u00e1c qu\u1ea3n tr\u1ecb vi\u00ean v\u00e0 ng\u01b0\u1eddi qu\u1ea3n l\u00fd CNTT c\u1ea7n \u0111\u1ee9ng l\u00ean v\u00e0 h\u1ed7 tr\u1ee3 c\u00e1c m\u00f4i tr\u01b0\u1eddng AI v\u00e0 nh\u1eefng ng\u01b0\u1eddi th\u1ef1c h\u00e0nh AI c\u1ea7n s\u1eed d\u1ee5ng ch\u00fang.\u00a0Cung c\u1ea5p d\u1ecbch v\u1ee5 n\u00e0y s\u1ebd gi\u00fap x\u00e2y d\u1ef1ng ni\u1ec1m tin v\u00e0o vi\u1ec7c h\u1ed7 tr\u1ee3 v\u00e0 s\u1eed d\u1ee5ng AI tr\u01b0\u1edbc khi \u0111\u1ea7u t\u01b0 ng\u00e2n s\u00e1ch CNTT \u0111\u1ec3 x\u00e2y d\u1ef1ng c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u1ee5 th\u1ec3 \u0111\u1ec3 ch\u1ea1y c\u00e1c \u1ee9ng d\u1ee5ng AI \u0111\u00f3.\u00a0H\u01a1n n\u1eefa, vi\u1ec7c tri\u1ec3n khai kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c AI trong m\u00f4i tr\u01b0\u1eddng n\u00e0y, v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 quen thu\u1ed9c, cho ph\u00e9p c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n nh\u1eadn ra gi\u00e1 tr\u1ecb c\u1ee7a d\u1ef1 \u00e1n AI c\u1ee7a h\u1ecd v\u1edbi GPU NVIDIA.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/06\/tgmc-blog-62b6850abd5c8.png\" alt=\"NVIDIA LaunchPad Workflow\" \/><\/p>\n<h2>Trung t\u00e2m ph\u1ea7n m\u1ec1m t\u1ed1i \u01b0u h\u00f3a GPU cho AI, ML v\u00e0 HPC<\/h2>\n<p>Danh m\u1ee5c NGC l\u00e0 trung t\u00e2m c\u1ee7a AI \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a b\u1eb1ng GPU, m\u00e1y t\u00ednh hi\u1ec7u su\u1ea5t cao (HPC) v\u00e0 ph\u1ea7n m\u1ec1m ph\u00e2n t\u00edch d\u1eef li\u1ec7u gi\u00fap \u0111\u01a1n gi\u1ea3n h\u00f3a v\u00e0 t\u0103ng t\u1ed1c quy tr\u00ecnh l\u00e0m vi\u1ec7c \u0111\u1ea7u cu\u1ed1i.\u00a0V\u1edbi c\u00e1c v\u00f9ng ch\u1ee9a c\u1ea5p doanh nghi\u1ec7p, c\u00e1c m\u00f4 h\u00ecnh AI \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o tr\u01b0\u1edbc v\u00e0 SDK d\u00e0nh ri\u00eang cho ng\u00e0nh c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c tri\u1ec3n khai t\u1ea1i ch\u1ed7, tr\u00ean \u0111\u00e1m m\u00e2y ho\u1eb7c t\u1ea1i bi\u00ean, c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng v\u00e0 cung c\u1ea5p c\u00e1c gi\u1ea3i ph\u00e1p m\u1ed9t c\u00e1ch nhanh ch\u00f3ng v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/06\/tgmc-blog-62a698af425da.png\" alt=\"\" \/><\/p>\n<p>H\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c trang b\u1ecb GPU NVIDIA 100, A30 ho\u1eb7c T4 t\u1ea1i th\u1eddi \u0111i\u1ec3m n\u00e0y, m\u1eb7c d\u00f9 \u0111i\u1ec1u \u0111\u00f3 c\u00f3 th\u1ec3 thay \u0111\u1ed5i khi th\u1ebb m\u1edbi \u0111\u01b0\u1ee3c ph\u00e1t h\u00e0nh.\u00a0B\u1ea5t k\u1ec3 ph\u1ea7n c\u1ee9ng l\u00e0 g\u00ec, t\u1ea5t c\u1ea3 c\u00e1c h\u1ec7 th\u1ed1ng \u0111\u1ec1u s\u1eed d\u1ee5ng\u00a0<em>NVIDIA AI Enterprise,<\/em>\u00a0NVIDIA m\u00f4 t\u1ea3 l\u00e0:<\/p>\n<p>\u201c\u00a0<em>M\u1ed9t b\u1ed9 ph\u1ea7n m\u1ec1m ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 AI t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i, d\u1ef1a tr\u00ean \u0111\u00e1m m\u00e2y, \u0111\u01b0\u1ee3c NVIDIA t\u1ed1i \u01b0u h\u00f3a, ch\u1ee9ng nh\u1eadn v\u00e0 h\u1ed7 tr\u1ee3 \u0111\u1ec3 ch\u1ea1y tr\u00ean VMware vSphere v\u1edbi H\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c ch\u1ee9ng nh\u1eadn c\u1ee7a NVIDIA.\u00a0N\u00f3 bao g\u1ed3m c\u00e1c c\u00f4ng ngh\u1ec7 n\u1ed5i b\u1eadt t\u1eeb NVIDIA \u0111\u1ec3 tri\u1ec3n khai, qu\u1ea3n l\u00fd v\u00e0 m\u1edf r\u1ed9ng nhanh ch\u00f3ng kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c AI trong \u0111\u00e1m m\u00e2y lai hi\u1ec7n \u0111\u1ea1i<\/em>\u00a0. \u201d<\/p>\n<p>C\u00e1c ph\u00f2ng th\u00ed nghi\u1ec7m \u0111\u00e3 \u0111\u01b0\u1ee3c c\u00e0i \u0111\u1eb7t s\u1eb5n vSphere v\u1edbi quy\u1ec1n truy c\u1eadp v\u00e0o m\u1ed9t \u1ee9ng d\u1ee5ng kh\u00e1ch vSphere t\u1eeb URL do NVIDIA cung c\u1ea5p.<img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/06\/tgmc-blog-62a698afc28df.png\" alt=\"\" \/><\/p>\n<p>Qu\u1ea3n tr\u1ecb vi\u00ean CNTT \u0111\u01b0\u1ee3c h\u01b0\u1edbng d\u1eabn qua c\u00e1c b\u01b0\u1edbc li\u00ean quan \u0111\u1ebfn vi\u1ec7c \u0111\u1ecbnh c\u1ea5u h\u00ecnh m\u00e1y \u1ea3o \u0111\u1ec3 s\u1eed d\u1ee5ng GPU.\u00a0C\u00e1c h\u1ecdc vi\u00ean AI c\u00f3 quy\u1ec1n truy c\u1eadp v\u00e0o c\u00e1c ph\u00f2ng th\u00ed nghi\u1ec7m \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean b\u1ed9 NVIDIA AI Enterprise bao g\u1ed3m c\u00e1c \u1ee9ng d\u1ee5ng, khu\u00f4n kh\u1ed5 v\u00e0 c\u00f4ng c\u1ee5 m\u00e0 c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u AI, nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 nh\u00e0 ph\u00e1t tri\u1ec3n s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ea1o c\u00e1c \u1ee9ng d\u1ee5ng AI v\u00e0 M\u00e1y h\u1ecdc c\u1ee7a h\u1ecd.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/06\/tgmc-blog-62a698b060a5d.png\" alt=\"\" \/><\/p>\n<p>M\u1ed9t trong nh\u1eefng h\u00e0nh tr\u00ecnh c\u1ee7a NVIDIA AI Enterprise LaunchPad s\u1ebd h\u01b0\u1edbng d\u1eabn b\u1ea1n qua s\u1ed5 ghi ch\u00e9p c\u1ee7a ph\u00f2ng th\u00ed nghi\u1ec7m Jupyter, s\u1eed d\u1ee5ng\u00a0<a title=\"M\u1edf ra trong m\u1ed9t c\u1eeda s\u1ed5 m\u1edbi\" href=\"https:\/\/c1e0d06c-976a-9f4e-d15d-17b5a5a8fd53.nvidialaunchpad.com\/aipractitioner\/taxi-rapids.html\" target=\"_blank\" rel=\"noopener\">NVIDIA RAPIDS<\/a>\u00a0\u00a0v\u00e0 t\u1eadp d\u1eef li\u1ec7u taxi c\u1ee7a Th\u00e0nh ph\u1ed1 New York \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n gi\u00e1 v\u00e9 \u0111i xe \u1edf Manhattan.\u00a0T\u1eadp d\u1eef li\u1ec7u ch\u1ee9a c\u00e1c c\u1ed9t nh\u01b0 \u0111i\u1ec3m \u0111\u00f3n, \u0111i\u1ec3m tr\u1ea3 kh\u00e1ch, s\u1ed1 ti\u1ec1n v\u00e9, s\u1ed1 l\u01b0\u1ee3ng h\u00e0nh kh\u00e1ch.\u00a0D\u1eef li\u1ec7u trong ph\u00f2ng th\u00ed nghi\u1ec7m n\u00e0y \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 \u0111\u00e0o t\u1ea1o m\u00f4 h\u00ecnh XGBoost tr\u00ean GPU.\u00a0C\u00e1c ph\u00f2ng th\u00ed nghi\u1ec7m do NVIDIA cung c\u1ea5p m\u1ea5t t\u1eeb \u200b\u200b30 ph\u00fat \u0111\u1ebfn v\u00e0i gi\u1edd.\u00a0NVIDIA s\u1ebd cung c\u1ea5p m\u00f4i tr\u01b0\u1eddng th\u00edch h\u1ee3p cho t\u1eebng ph\u00f2ng th\u00ed nghi\u1ec7m.<\/p>\n<p>T\u00e1ch bi\u1ec7t v\u1edbi m\u00f4i tr\u01b0\u1eddng ph\u00f2ng th\u00ed nghi\u1ec7m NVIDIA l\u00e0 kh\u1ea3 n\u0103ng thi\u1ebft l\u1eadp m\u1ed9t m\u00f4 h\u00ecnh AI ho\u1ea1t \u0111\u1ed9ng.\u00a0\u0110\u0103ng k\u00fd m\u00f4i tr\u01b0\u1eddng AI LaunchPad ho\u00e0n ch\u1ec9nh t\u01b0\u01a1ng t\u1ef1 nh\u01b0 y\u00eau c\u1ea7u Ph\u00f2ng th\u00ed nghi\u1ec7m. Sau khi \u0111\u0103ng nh\u1eadp v\u00e0o NVIDIA LaunchPad, c\u00f3 c\u00e1c h\u01b0\u1edbng d\u1eabn chi ti\u1ebft \u0111\u1ec3 thi\u1ebft l\u1eadp VM th\u00f4ng qua vi\u1ec7c t\u1ea1o m\u1ed9t m\u00e1y \u1ea3o Ubuntu, li\u00ean k\u1ebft GPU NVIDIA v\u1edbi c\u00e1c VM, mua v\u00e0 th\u00eam tr\u00ecnh \u0111i\u1ec1u khi\u1ec3n NVIDIA v\u00e0o h\u1ec7 \u0111i\u1ec1u h\u00e0nh, l\u1ea5y Key v\u00e0 ph\u1ea7n m\u1ec1m NVIDIA API, \u0111\u1ed3ng th\u1eddi c\u1ea5p ph\u00e9p cho VM \u0111\u1ec3 s\u1eed d\u1ee5ng GPU.\u00a0V\u00ec ph\u1ea7n m\u1ec1m AI d\u1ef1a tr\u00ean v\u00f9ng ch\u1ee9a containers, ph\u00f2ng th\u00ed nghi\u1ec7m bao g\u1ed3m c\u00e0i \u0111\u1eb7t Docker, b\u1ed9 c\u00f4ng c\u1ee5 v\u00f9ng ch\u1ee9a NVIDIA, TensorFlow v\u00e0 ch\u1ea1y c\u00e1c \u1ee9ng d\u1ee5ng v\u1ec1 AI.\u00a0\u0110\u00e2y l\u00e0 m\u1ed9t m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c t\u1ed5ng th\u1ec3 cho ph\u00e9p b\u1ea1n x\u00e2y d\u1ef1ng v\u00e0 tri\u1ec3n khai d\u1ef1 \u00e1n AI c\u1ee7a ri\u00eang m\u00ecnh.<\/p>\n<h2><strong>Ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn t\u1eebng b\u01b0\u1edbc<\/strong><\/h2>\n<p>Vi\u1ec7c c\u1ea5u h\u00ecnh m\u00e1y \u1ea3o \u0111\u01b0\u1ee3c ghi ch\u00e9p \u0111\u1ea7y \u0111\u1ee7 v\u00e0 c\u00e1c m\u00e0n h\u00ecnh nh\u1eadp li\u1ec7u c\u00f3 tr\u1ee3 gi\u00fap c\u1ea7n thi\u1ebft n\u1ebfu c\u1ea7n.\u00a0NVIDIA \u0111\u00e3 l\u00e0m vi\u1ec7c v\u1edbi VMware nh\u1eb1m t\u1ea1o ra m\u1ed9t giao di\u1ec7n \u0111\u01a1n gi\u1ea3n \u0111\u1ec3 tri\u1ec3n khai c\u1ea5u h\u00ecnh y\u00eau c\u1ea7u v\u00e0 c\u00e0i \u0111\u1eb7t c\u00e1c c\u00f4ng c\u1ee5 th\u00edch h\u1ee3p \u0111\u1ec3 thi\u1ebft l\u1eadp v\u00e0 ch\u1ea1y m\u00f4i tr\u01b0\u1eddng v\u1edbi m\u1ee9c \u0111\u1ed9 t\u1ed1i thi\u1ec3u. H\u00e3y c\u00f9ng l\u00e0m r\u00f5 v\u1ec1 \u0111i\u1ec3m n\u00e0y.v\u1edbi m\u1ed9t th\u1eed nghi\u1ec7m c\u1ee5 th\u1ec3 sau \u0111\u00e2y, m\u00f4i tr\u01b0\u1eddng th\u1eed nghi\u1ec7m c\u00f3\u00a0Dell PowerEdge R750\u00a0, v\u1edbi NVIDIA A30 v\u00e0 nhi\u1ec1u DRAM v\u00e0 CPU s\u1ed1 l\u00f5i l\u1edbn.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/06\/tgmc-blog-62a698b149603.png\" alt=\"\" \/><\/p>\n<p>Khi y\u00eau c\u1ea7u \u0111\u0103ng k\u00fd \u0111\u00e3 \u0111\u01b0\u1ee3c ch\u1ea5p thu\u1eadn, NVIDIA s\u1ebd g\u1eedi m\u1ed9t URL, bao g\u1ed3m t\u00ean ng\u01b0\u1eddi d\u00f9ng v\u00e0 m\u1eadt kh\u1ea9u t\u1ea1m th\u1eddi.\u00a0Nh\u01b0 \u0111\u00e3 l\u01b0u \u00fd, m\u00f4i tr\u01b0\u1eddng c\u1ee7a ch\u00fang t\u00f4i l\u00e0 H\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c Dell\u00a0<em>ch\u1ee9ng nh\u1eadn NVIDIA<\/em>\u00a0v\u1edbi GPU A30.\u00a0Tuy nhi\u00ean, c\u00e1c t\u00f9y ch\u1ecdn c\u1ea5u h\u00ecnh c\u1ee5 th\u1ec3 c\u00f3 s\u1eb5n \u0111\u1ec3 t\u00f9y ch\u1ec9nh tr\u1ea3i nghi\u1ec7m \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/06\/tgmc-blog-62a698b24f139.png\" alt=\"\" \/><\/p>\n<p>NVIDIA LaunchPad \u0111\u00e3 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng l\u00f9i l\u1ea1i n\u1ebfu c\u1ea7n thay \u0111\u1ed5i trong qu\u00e1 tr\u00ecnh th\u1ef1c hi\u1ec7n.\u00a0Menu lu\u00f4n c\u00f3 th\u1ec3 truy c\u1eadp \u0111\u01b0\u1ee3c v\u1edbi h\u01b0\u1edbng d\u1eabn chi ti\u1ebft.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/06\/tgmc-blog-62a698b360d36.png\" alt=\"\" \/><\/p>\n<p>VM \u0111\u01b0\u1ee3c t\u1ea1o d\u1ef1a tr\u00ean y\u00eau c\u1ea7u ph\u1ea7n c\u1ee9ng v\u00e0 ph\u1ea7n m\u1ec1m \u0111\u1ea7u v\u00e0o trong qu\u00e1 tr\u00ecnh c\u1ea5u h\u00ecnh.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/06\/tgmc-blog-62a698b41230a.png\" alt=\"\" \/><\/p>\n<p>Sau khi c\u00e0i \u0111\u1eb7t v\u00f9ng ch\u1ee9a Docker v\u00e0 ch\u1ea1y C\u00f4ng c\u1ee5 ti\u1ec7n \u00edch Docker cho c\u1ea5u h\u00ecnh GPU NVIDIA, b\u01b0\u1edbc cu\u1ed1i c\u00f9ng l\u00e0 c\u00e0i \u0111\u1eb7t c\u00e1c \u1ee8ng d\u1ee5ng v\u00e0 Khung c\u00f4ng t\u00e1c Khoa h\u1ecdc D\u1eef li\u1ec7u v\u00e0 AI.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/06\/tgmc-blog-62a698b4f3be6.png\" alt=\"\" \/><\/p>\n<p>Di chuy\u1ec3n gi\u1eefa m\u00e0n h\u00ecnh vSphere v\u00e0 b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n VM c\u0169ng li\u1ec1n m\u1ea1ch v\u00e0 \u0111\u01b0\u1ee3c truy c\u1eadp t\u1eeb menu ch\u00ednh.\u00a0M\u1ed9t s\u1ed1 tr\u00ecnh duy\u1ec7t \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t d\u01b0\u1eddng nh\u01b0 ho\u1ea1t \u0111\u1ed9ng t\u1ed1t h\u01a1n nh\u1eefng tr\u00ecnh duy\u1ec7t kh\u00e1c.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/06\/tgmc-blog-62a698b59931c.png\" alt=\"\" \/><\/p>\n<p>Cu\u1ed1i c\u00f9ng, c\u00e0i \u0111\u1eb7t \u1ee9ng d\u1ee5ng AI v\u00e0 c\u00e1c c\u1ea5u h\u00ecnh VM kh\u00e1c s\u1ebd ho\u00e0n t\u1ea5t qu\u00e1 tr\u00ecnh.\u00a0NVIDIA r\u1ea5t nhanh nh\u1ea1y n\u1ebfu b\u1ea1n g\u1eb7p s\u1ef1 c\u1ed1.\u00a0Tr\u00ean th\u1ef1c t\u1ebf, ch\u00fang t\u00f4i \u0111\u00e3 g\u1eb7p ph\u1ea3i m\u1ed9t s\u1ed1 v\u1ea5n \u0111\u1ec1 t\u1ef1 g\u00e2y ra v\u00e0 c\u1ea7n \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3.\u00a0Ch\u00fang t\u00f4i \u0111\u00e3 ho\u1ea1t \u0111\u1ed9ng tr\u1edf l\u1ea1i v\u1edbi r\u1ea5t \u00edt th\u1eddi gian ng\u1eebng ho\u1ea1t \u0111\u1ed9ng.\u00a0C\u00f4ng b\u1eb1ng m\u00e0 n\u00f3i, ch\u00fang t\u00f4i l\u00e0 m\u1ed9t t\u1ed5 ch\u1ee9c truy\u1ec1n th\u00f4ng \u0111\u00e1nh gi\u00e1 LaunchPad, nh\u01b0ng NVIDIA r\u1ea5t c\u00f3 \u0111\u1ed9ng c\u01a1 \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o m\u1ecdi ng\u01b0\u1eddi \u0111ang th\u1eed nghi\u1ec7m LaunchPad \u0111\u1ec1u c\u00f3 th\u1eddi gian l\u00e0m vi\u1ec7c hi\u1ec7u qu\u1ea3.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2022\/06\/tgmc-blog-62a698b660ef1.png\" alt=\"\" \/><\/p>\n<h2>L\u1eddi k\u1ebft<\/h2>\n<p>NVIDIA LaunchPad l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd, d\u1ec5 s\u1eed d\u1ee5ng nh\u1edd s\u1ef1 h\u1ee3p t\u00e1c hi\u1ec7u qu\u1ea3 gi\u1eefa NVIDIA, VMware v\u00e0 Equinix. T\u1eeb \u0111\u00f3, cung c\u1ea5p m\u1ed9t m\u00f4i tr\u01b0\u1eddng AI t\u1ed1i \u01b0u \u0111\u1ec3 th\u1eed nghi\u1ec7m c\u00e1c \u1ee9ng d\u1ee5ng AI, ML\u00a0v\u00e0 HPC ho\u00e0n to\u00e0n mi\u1ec5n ph\u00ed d\u00e0nh cho b\u1ea1n v\u00e0 doanh nghi\u1ec7p.\u00a0V\u1edbi t\u1ed1i \u0111a b\u1ed1n tu\u1ea7n \u0111\u1ec3 tr\u1ea3i nghi\u1ec7m tr\u00ean LaunchPad, c\u00e1c t\u1ed5 ch\u1ee9c s\u1ebd c\u00f3 nh\u1eefng th\u1eed nghi\u1ec7m ch\u00e2n th\u1eadt nh\u1ea5t, ch\u00ednh x\u00e1c nh\u1ea5t v\u1ec1 vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c b\u1ed9 ph\u1eadn AI c\u1ee7a h\u1ecd \u0111\u1ec3 t\u1eeb \u0111\u00f3, h\u1ecd c\u00f3 th\u1ec3 t\u1ef1 tin cho vi\u1ec7c tri\u1ec3n khai c\u00e1c \u1ee9ng d\u1ee5ng AI, ML, HPC ngay sau \u0111\u00f3.<\/p>\n<p><iframe loading=\"lazy\" title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/E20l5k2wmQE\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>\u2192 B\u1ea1n mu\u1ed1n c\u00f3 kinh nghi\u1ec7m tri\u1ec3n khai v\u00e0 qu\u1ea3n l\u00fd m\u1ed9t \u1ee9ng d\u1ee5ng AI ti\u00ean ti\u1ebfn?\u00a0\u0110\u0103ng k\u00fd\u00a0<a href=\"https:\/\/www.nvidia.com\/en-us\/data-center\/products\/fleet-command\/trial\/?nvid=nv-int-txtad-500676#cid=dl23_nv-int-txtad_en-us\" target=\"_self\" rel=\"noopener noreferrer\" data-wpel-link=\"internal\">tr\u1ea3i nghi\u1ec7m LaunchPad mi\u1ec5n ph\u00ed<\/a>\u00a0ngay h\u00f4m nay!<\/p>\n<div>____<br \/><b>B\u00e0i vi\u1ebft li\u00ean quan<\/b><\/div>\n<ul>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23415\">B\u01b0\u1edbc v\u00e0o k\u1ef7 nguy\u00ean tr\u1ee3 l\u00fd AI c\u00e1 nh\u00e2n &#8211; so s\u00e1nh chi ti\u1ebft NVIDIA RTX Spark v\u00e0 DGX Spark<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23322\">NVIDIA RTX PRO 4500 Blackwell Server Edition: B\u01b0\u1edbc nh\u1ea3y v\u1ecdt t\u1eeb th\u1ebf h\u1ec7 L4 cho h\u1ea1 t\u1ea7ng AI suy lu\u1eadn hi\u1ec7u n\u0103ng cao<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23119\">NVIDIA NGC\u2011ready Low\u2011latency Edge AI: Gi\u1ea3i ph\u00e1p cho Retail, Manufacturing v\u00e0 Smart Cities<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23110\">So s\u00e1nh s\u1ee9c m\u1ea1nh c\u1ee7a m\u00e1y t\u00ednh AI DGX Spark v\u1edbi c\u00e1c card GPU m\u00e1y tr\u1ea1m chuy\u00ean nghi\u1ec7p c\u1ee7a NVIDIA<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22969\">T\u1eeb Orin \u0111\u1ebfn Thor: B\u01b0\u1edbc nh\u1ea3y v\u1ecdt ki\u1ebfn tr\u00fac c\u1ee7a NVIDIA JetPack 7.0 v\u00e0 t\u01b0\u01a1ng lai c\u1ee7a robot h\u00ecnh ng\u01b0\u1eddi<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22887\">T\u1ea1i sao g\u1ecdi NVIDIA DGX Spark l\u00e0 Si\u00eau m\u00e1y t\u00ednh AI c\u00e1 nh\u00e2n?<\/a><\/li>\n<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>B&#7841;n &#273;ang t&igrave;m ki&#7871;m m&#7897;t n&#7873;n t&#7843;ng &#273;&#7875; ki&#7875;m tra c&aacute;c &#7913;ng d&#7909;ng AI \/ ML tr&#432;&#7899;c khi kh&#7903;i ch&#7841;y, nh&#432;ng b&#7841;n l&#7841;i kh&ocirc;ng c&oacute; quy&#7873;n truy c&#7853;p v&agrave;o m&ocirc;i tr&#432;&#7901;ng &#7913;ng d&#7909;ng &#273;&oacute;?&nbsp;B&#7841;n mu&#7889;n x&acirc;y d&#7921;ng v&agrave; th&#7917; nghi&#7879;m kh&#7889;i l&#432;&#7907;ng c&ocirc;ng vi&#7879;c AI m&#7899;i tr&#432;&#7899;c khi tri&#7875;n khai th&#7921;c t&#7871; &#273;&#7875; c&oacute; th&#7875;&#8230;<\/p>\n","protected":false},"author":17,"featured_media":13047,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,162,44],"tags":[7,1364,74,499,1314,611,897],"class_list":["post-12738","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-giai-phap","category-product","tag-ai","tag-dgx","tag-hpc","tag-ml","tag-nvidia","tag-nvidia-ai-enterprise","tag-nvidia-launchpad"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - 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