{"id":24462,"date":"2026-04-26T10:00:23","date_gmt":"2026-04-26T03:00:23","guid":{"rendered":"https:\/\/vnso.vn\/?p=24462"},"modified":"2026-04-26T10:00:23","modified_gmt":"2026-04-26T03:00:23","slug":"nvidia-a100-sxm-la-gi","status":"publish","type":"post","link":"https:\/\/vnso.vn\/en\/nvidia-a100-sxm-la-gi\/","title":{"rendered":"NVIDIA A100 SXM l\u00e0 g\u00ec? \u0110i\u1ec3m kh\u00e1c bi\u1ec7t so v\u1edbi A100 PCIe"},"content":{"rendered":"<p style=\"text-align: justify;\">NVIDIA A100 SXM \u0111\u01b0\u1ee3c xem l\u00e0 m\u1ed9t trong nh\u1eefng n\u1ec1n t\u1ea3ng m\u1ea1nh nh\u1ea5t t\u1eebng \u0111\u01b0\u1ee3c tri\u1ec3n khai trong data center, \u0111\u1eb7c bi\u1ec7t cho AI training v\u00e0 HPC. B\u00e0i vi\u1ebft n\u00e0y \u0111i s\u00e2u v\u00e0o b\u1ea3n ch\u1ea5t k\u1ef9 thu\u1eadt, ki\u1ebfn tr\u00fac v\u00e0 vai tr\u00f2 th\u1ef1c t\u1ebf c\u1ee7a A100 SXM..<\/p>\n<h2 style=\"text-align: justify;\">NVIDIA A100 SXM l\u00e0 g\u00ec?<\/h2>\n<p style=\"text-align: justify;\">NVIDIA A100 SXM l\u00e0 phi\u00ean b\u1ea3n GPU data center cao c\u1ea5p c\u1ee7a d\u00f2ng A100, s\u1eed d\u1ee5ng form factor SXM (SXM4), \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 g\u1eafn tr\u1ef1c ti\u1ebfp l\u00ean mainboard server thay v\u00ec c\u1eafm qua khe PCIe.<\/p>\n<p style=\"text-align: justify;\">\u0110i\u1ec3m kh\u00e1c bi\u1ec7t c\u1ed1t l\u00f5i n\u1eb1m \u1edf c\u00e1ch n\u00f3 t\u00edch h\u1ee3p v\u00e0o h\u1ea1 t\u1ea7ng. V\u1edbi thi\u1ebft k\u1ebf SXM, GPU c\u00f3 th\u1ec3 k\u1ebft n\u1ed1i tr\u1ef1c ti\u1ebfp v\u1edbi nhau qua NVLink t\u1ed1c \u0111\u1ed9 cao, h\u1ed7 tr\u1ee3 tri\u1ec3n khai h\u1ec7 th\u1ed1ng multi-GPU quy m\u00f4 l\u1edbn nh\u01b0 HGX ho\u1eb7c DGX. \u0110\u00e2y c\u0169ng l\u00e0 n\u1ec1n t\u1ea3ng t\u1ed1i \u01b0u cho c\u00e1c workload \u0111\u1eb7c th\u00f9 nh\u01b0 AI training, HPC v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn.<\/p>\n<p style=\"text-align: justify;\">Trong khi phi\u00ean b\u1ea3n PCIe \u01b0u ti\u00ean t\u00ednh linh ho\u1ea1t v\u00e0 d\u1ec5 tri\u1ec3n khai, SXM \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng \u0111\u1ec3 \u0111\u1ea1t hi\u1ec7u n\u0103ng t\u1ed1i \u0111a v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng theo c\u1ee5m.<\/p>\n<div id=\"attachment_22951\" style=\"width: 1210px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/gpu.vnso.vn\/\"><img fetchpriority=\"high\" decoding=\"async\" aria-describedby=\"caption-attachment-22951\" class=\"wp-image-22951 size-full\" src=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Nhung-diem-dang-chu-y-ve-NVIDIA-HGX-A100.jpg\" alt=\"NVIDIA HGX A100 s\u1eed d\u1ee5ng NVIDIA A100 SXM\" width=\"1200\" height=\"624\" srcset=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Nhung-diem-dang-chu-y-ve-NVIDIA-HGX-A100.jpg 1200w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Nhung-diem-dang-chu-y-ve-NVIDIA-HGX-A100-800x416.jpg 800w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Nhung-diem-dang-chu-y-ve-NVIDIA-HGX-A100-1024x532.jpg 1024w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Nhung-diem-dang-chu-y-ve-NVIDIA-HGX-A100-768x399.jpg 768w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Nhung-diem-dang-chu-y-ve-NVIDIA-HGX-A100-18x9.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a><p id=\"caption-attachment-22951\" class=\"wp-caption-text\">NVIDIA HGX A100 s\u1eed d\u1ee5ng NVIDIA A100 SXM<\/p><\/div>\n<h2 style=\"text-align: justify;\">Ph\u00e2n t\u00edch hi\u1ec7u su\u1ea5t c\u1ee7a NVIDIA A100 SXM<\/h2>\n<h3 style=\"text-align: justify;\">Ki\u1ebfn tr\u00fac Ampere &#8211; n\u1ec1n t\u1ea3ng c\u1ee7a A100 SXM<\/h3>\n<p style=\"text-align: justify;\">A100 SXM \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean ki\u1ebfn tr\u00fac NVIDIA Ampere (GA100), \u0111\u00e1nh d\u1ea5u m\u1ed9t b\u01b0\u1edbc ti\u1ebfn l\u1edbn trong thi\u1ebft k\u1ebf GPU ph\u1ee5c v\u1ee5 AI.<\/p>\n<p style=\"text-align: justify;\">GPU n\u00e0y s\u1edf h\u1eefu kho\u1ea3ng 54,2 t\u1ef7 transistor, \u0111\u01b0\u1ee3c s\u1ea3n xu\u1ea5t tr\u00ean ti\u1ebfn tr\u00ecnh 7nm v\u00e0 t\u00edch h\u1ee3p Tensor Core th\u1ebf h\u1ec7 th\u1ee9 ba. Nh\u1eefng c\u1ea3i ti\u1ebfn quan tr\u1ecdng c\u1ee7a Ampere bao g\u1ed3m Tensor Float 32 (TF32), cho ph\u00e9p t\u0103ng t\u1ed1c x\u1eed l\u00fd AI m\u00e0 kh\u00f4ng c\u1ea7n thay \u0111\u1ed5i code, c\u00f9ng v\u1edbi c\u01a1 ch\u1ebf sparsity gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t inference l\u00ean t\u1edbi 2 l\u1ea7n theo c\u00f4ng b\u1ed1 t\u1eeb NVIDIA.<\/p>\n<p style=\"text-align: justify;\">Nh\u1eefng thay \u0111\u1ed5i n\u00e0y kh\u00f4ng ch\u1ec9 n\u00e2ng c\u1ea5p hi\u1ec7u n\u0103ng so v\u1edbi th\u1ebf h\u1ec7 tr\u01b0\u1edbc m\u00e0 c\u00f2n thay \u0111\u1ed5i c\u00e1ch c\u00e1c h\u1ec7 th\u1ed1ng AI \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng v\u00e0 v\u1eadn h\u00e0nh.<\/p>\n<h3 style=\"text-align: justify;\">Hi\u1ec7u n\u0103ng t\u00ednh to\u00e1n: l\u00fd do A100 SXM tr\u1edf th\u00e0nh ti\u00eau chu\u1ea9n AI<\/h3>\n<p style=\"text-align: justify;\">Hi\u1ec7u n\u0103ng c\u1ee7a A100 SXM \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a m\u1ea1nh m\u1ebd cho c\u00e1c t\u00e1c v\u1ee5 AI thay v\u00ec x\u1eed l\u00fd \u0111\u1ed3 h\u1ecda th\u00f4ng th\u01b0\u1eddng.<\/p>\n<p style=\"text-align: justify;\">\u1ede phi\u00ean b\u1ea3n 80GB SXM, GPU n\u00e0y \u0111\u1ea1t m\u1ee9c 624 TFLOPS v\u1edbi FP16 v\u00e0 BF16 Tensor Core, 312 TFLOPS v\u1edbi TF32 v\u00e0 l\u00ean t\u1edbi 1248 TOPS v\u1edbi INT8 theo d\u1eef li\u1ec7u t\u1eeb NVIDIA. Nh\u1eefng con s\u1ed1 n\u00e0y ph\u1ea3n \u00e1nh kh\u1ea3 n\u0103ng x\u1eed l\u00fd song song c\u1ef1c l\u1edbn, \u0111\u1eb7c bi\u1ec7t ph\u00f9 h\u1ee3p v\u1edbi deep learning.<\/p>\n<p style=\"text-align: justify;\">Trong th\u1ef1c t\u1ebf, A100 c\u00f3 th\u1ec3 t\u0103ng t\u1ed1c inference l\u00ean \u0111\u1ebfn 249 l\u1ea7n so v\u1edbi CPU trong c\u00e1c m\u00f4 h\u00ecnh nh\u01b0 BERT theo benchmark ch\u00ednh th\u1ee9c. \u0110i\u1ec1u n\u00e0y l\u00fd gi\u1ea3i v\u00ec sao A100 nhanh ch\u00f3ng tr\u1edf th\u00e0nh ti\u00eau chu\u1ea9n trong c\u00e1c h\u1ec7 th\u1ed1ng AI quy m\u00f4 l\u1edbn.<\/p>\n<h3 style=\"text-align: justify;\">B\u1ed9 nh\u1edb HBM2e: y\u1ebfu t\u1ed1 quy\u1ebft \u0111\u1ecbnh cho AI<\/h3>\n<p style=\"text-align: justify;\">M\u1ed9t trong nh\u1eefng l\u1ee3i th\u1ebf quan tr\u1ecdng nh\u1ea5t c\u1ee7a A100 SXM n\u1eb1m \u1edf h\u1ec7 th\u1ed1ng b\u1ed9 nh\u1edb.<\/p>\n<p style=\"text-align: justify;\">GPU \u0111\u01b0\u1ee3c trang b\u1ecb 80GB HBM2e v\u1edbi b\u0103ng th\u00f4ng kho\u1ea3ng 2.039 GB\/s, t\u01b0\u01a1ng \u0111\u01b0\u01a1ng g\u1ea7n 2 TB\/s theo c\u00f4ng b\u1ed1 t\u1eeb NVIDIA. \u0110\u00e2y l\u00e0 m\u1ee9c b\u0103ng th\u00f4ng v\u01b0\u1ee3t xa so v\u1edbi GDDR6 tr\u00ean c\u00e1c GPU th\u00f4ng th\u01b0\u1eddng.<\/p>\n<p style=\"text-align: justify;\">Trong c\u00e1c workload AI, b\u0103ng th\u00f4ng b\u1ed9 nh\u1edb \u0111\u00f3ng vai tr\u00f2 quy\u1ebft \u0111\u1ecbnh v\u00ec d\u1eef li\u1ec7u c\u1ea7n \u0111\u01b0\u1ee3c truy\u1ec1n li\u00ean t\u1ee5c t\u1edbi Tensor Core. Khi b\u0103ng th\u00f4ng kh\u00f4ng \u0111\u1ee7, hi\u1ec7u n\u0103ng s\u1ebd b\u1ecb gi\u1edbi h\u1ea1n d\u00f9 kh\u1ea3 n\u0103ng t\u00ednh to\u00e1n v\u1eabn c\u00f2n d\u01b0. Ch\u00ednh v\u00ec v\u1eady, HBM2e gi\u00fap A100 x\u1eed l\u00fd hi\u1ec7u qu\u1ea3 c\u00e1c m\u00f4 h\u00ecnh l\u1edbn v\u00e0 dataset kh\u1ed5ng l\u1ed3.<\/p>\n<p style=\"text-align: justify;\">C\u00e1c workload HPC c\u00f3 th\u1ec3 \u0111\u1ea1t hi\u1ec7u su\u1ea5t cao h\u01a1n \u0111\u00e1ng k\u1ec3 nh\u1edd dung l\u01b0\u1ee3ng v\u00e0 b\u0103ng th\u00f4ng b\u1ed9 nh\u1edb l\u1edbn h\u01a1n.<\/p>\n<h3 style=\"text-align: justify;\">NVLink v\u00e0 NVSwitch: s\u1ee9c m\u1ea1nh th\u1ef1c s\u1ef1 c\u1ee7a SXM<\/h3>\n<p style=\"text-align: justify;\">A100 SXM ph\u00e1t huy t\u1ed1i \u0111a s\u1ee9c m\u1ea1nh khi ho\u1ea1t \u0111\u1ed9ng trong h\u1ec7 th\u1ed1ng nhi\u1ec1u GPU.<\/p>\n<p style=\"text-align: justify;\">Th\u00f4ng qua NVLink, m\u1ed7i GPU c\u00f3 th\u1ec3 \u0111\u1ea1t b\u0103ng th\u00f4ng k\u1ebft n\u1ed1i l\u00ean t\u1edbi 600 GB\/s, trong khi PCIe Gen4 ch\u1ec9 \u0111\u1ea1t kho\u1ea3ng 64 GB\/s theo th\u00f4ng s\u1ed1 t\u1eeb NVIDIA. S\u1ef1 kh\u00e1c bi\u1ec7t n\u00e0y t\u1ea1o ra m\u1ed9t b\u01b0\u1edbc nh\u1ea3y l\u1edbn trong kh\u1ea3 n\u0103ng truy\u1ec1n d\u1eef li\u1ec7u gi\u1eefa c\u00e1c GPU.<\/p>\n<p style=\"text-align: justify;\">Nh\u1edd \u0111\u00f3, nhi\u1ec1u GPU c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t h\u1ec7 th\u1ed1ng th\u1ed1ng nh\u1ea5t, cho ph\u00e9p hu\u1ea5n luy\u1ec7n c\u00e1c m\u00f4 h\u00ecnh c\u1ef1c l\u1edbn m\u00e0 m\u1ed9t GPU \u0111\u01a1n l\u1ebb kh\u00f4ng th\u1ec3 x\u1eed l\u00fd. Trong c\u00e1c h\u1ec7 th\u1ed1ng nh\u01b0 DGX A100, t\u00e1m GPU SXM c\u00f3 th\u1ec3 ph\u1ed1i h\u1ee3p nh\u01b0 m\u1ed9t \u201csi\u00eau GPU\u201d, mang l\u1ea1i hi\u1ec7u n\u0103ng v\u01b0\u1ee3t tr\u1ed9i cho AI v\u00e0 HPC.<\/p>\n<h3 style=\"text-align: justify;\">C\u00f4ng ngh\u1ec7 MIG chia nh\u1ecf GPU \u0111\u1ec3 t\u1ed1i \u01b0u chi ph\u00ed<\/h3>\n<p style=\"text-align: justify;\">M\u1ed9t trong nh\u1eefng c\u00f4ng ngh\u1ec7 quan tr\u1ecdng nh\u1ea5t c\u1ee7a A100 SXM l\u00e0 Multi-Instance GPU, hay c\u00f2n g\u1ecdi l\u00e0 MIG.<\/p>\n<p style=\"text-align: justify;\">C\u00f4ng ngh\u1ec7 n\u00e0y cho ph\u00e9p m\u1ed9t GPU v\u1eadt l\u00fd \u0111\u01b0\u1ee3c chia th\u00e0nh t\u1ed1i \u0111a b\u1ea3y instance \u0111\u1ed9c l\u1eadp, m\u1ed7i instance c\u00f3 t\u00e0i nguy\u00ean ri\u00eang bi\u1ec7t bao g\u1ed3m b\u1ed9 nh\u1edb v\u00e0 compute. V\u1edbi phi\u00ean b\u1ea3n 80GB, m\u1ed7i instance c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ph\u00e2n b\u1ed5 kho\u1ea3ng 10GB VRAM theo thi\u1ebft l\u1eadp t\u1eeb NVIDIA.<\/p>\n<p style=\"text-align: justify;\">Trong m\u00f4i tr\u01b0\u1eddng cloud, MIG gi\u00fap nhi\u1ec1u ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng chung m\u1ed9t GPU m\u00e0 v\u1eabn \u0111\u1ea3m b\u1ea3o hi\u1ec7u n\u0103ng \u1ed5n \u0111\u1ecbnh. M\u1ed9t s\u1ed1 nghi\u00ean c\u1ee9u cho th\u1ea5y vi\u1ec7c s\u1eed d\u1ee5ng MIG c\u00f3 th\u1ec3 gi\u1ea3m t\u1edbi 40% s\u1ed1 l\u01b0\u1ee3ng GPU c\u1ea7n thi\u1ebft trong m\u1ed9t s\u1ed1 workload m\u00e0 v\u1eabn duy tr\u00ec throughput t\u01b0\u01a1ng \u0111\u01b0\u01a1ng.<\/p>\n<h3 style=\"text-align: justify;\">TDP v\u00e0 hi\u1ec7u n\u0103ng ti\u00eau th\u1ee5 \u0111i\u1ec7n<\/h3>\n<p style=\"text-align: justify;\">A100 SXM c\u00f3 m\u1ee9c ti\u00eau th\u1ee5 \u0111i\u1ec7n cao h\u01a1n phi\u00ean b\u1ea3n PCIe nh\u01b0ng \u0111\u1ed5i l\u1ea1i l\u00e0 hi\u1ec7u n\u0103ng \u1ed5n \u0111\u1ecbnh h\u01a1n trong th\u1eddi gian d\u00e0i.<\/p>\n<p style=\"text-align: justify;\">M\u1ee9c TDP c\u1ee7a A100 SXM v\u00e0o kho\u1ea3ng 400W v\u00e0 c\u00f3 th\u1ec3 l\u00ean t\u1edbi 500W trong m\u1ed9t s\u1ed1 c\u1ea5u h\u00ecnh \u0111\u1eb7c bi\u1ec7t theo d\u1eef li\u1ec7u t\u1eeb NVIDIA. Trong khi \u0111\u00f3, phi\u00ean b\u1ea3n PCIe ch\u1ec9 \u1edf m\u1ee9c kho\u1ea3ng 300W.<\/p>\n<p style=\"text-align: justify;\">Nh\u1edd m\u1ee9c \u0111i\u1ec7n n\u0103ng cao h\u01a1n v\u00e0 h\u1ec7 th\u1ed1ng t\u1ea3n nhi\u1ec7t t\u1ed1i \u01b0u trong server, A100 SXM c\u00f3 th\u1ec3 duy tr\u00ec xung nh\u1ecbp \u1ed5n \u0111\u1ecbnh trong c\u00e1c workload k\u00e9o d\u00e0i nhi\u1ec1u ng\u00e0y, \u0111i\u1ec1u r\u1ea5t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi AI training quy m\u00f4 l\u1edbn.<\/p>\n<h2 style=\"text-align: justify;\">\u1ee8ng d\u1ee5ng th\u1ef1c t\u1ebf c\u1ee7a NVIDIA A100 SXM<\/h2>\n<h3 style=\"text-align: justify;\">AI Training<\/h3>\n<p style=\"text-align: justify;\">A100 SXM l\u00e0 n\u1ec1n t\u1ea3ng ph\u1ed5 bi\u1ebfn trong vi\u1ec7c hu\u1ea5n luy\u1ec7n c\u00e1c m\u00f4 h\u00ecnh AI hi\u1ec7n \u0111\u1ea1i nh\u01b0 GPT, BERT hay LLaMA. Nh\u1edd Tensor Core m\u1ea1nh m\u1ebd v\u00e0 kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i multi-GPU, th\u1eddi gian training \u0111\u01b0\u1ee3c r\u00fat ng\u1eafn \u0111\u00e1ng k\u1ec3 so v\u1edbi c\u00e1c th\u1ebf h\u1ec7 tr\u01b0\u1edbc theo s\u1ed1 li\u1ec7u t\u1eeb NVIDIA.<\/p>\n<h3 style=\"text-align: justify;\">High Performance Computing (HPC)<\/h3>\n<p style=\"text-align: justify;\">Trong l\u0129nh v\u1ef1c khoa h\u1ecdc, A100 SXM \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho c\u00e1c b\u00e0i to\u00e1n m\u00f4 ph\u1ecfng v\u1eadt l\u00fd, h\u00f3a h\u1ecdc l\u01b0\u1ee3ng t\u1eed v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u sinh h\u1ecdc. Theo NVIDIA, m\u1ed9t s\u1ed1 workload c\u00f3 th\u1ec3 gi\u1ea3m th\u1eddi gian x\u1eed l\u00fd t\u1eeb kho\u1ea3ng 10 gi\u1edd xu\u1ed1ng c\u00f2n d\u01b0\u1edbi 4 gi\u1edd khi s\u1eed d\u1ee5ng A100.<\/p>\n<h3 style=\"text-align: justify;\">Data Analytics<\/h3>\n<p style=\"text-align: justify;\">Khi k\u1ebft h\u1ee3p v\u1edbi n\u1ec1n t\u1ea3ng RAPIDS, A100 c\u00f3 th\u1ec3 t\u0103ng t\u1ed1c \u0111\u00e1ng k\u1ec3 c\u00e1c pipeline d\u1eef li\u1ec7u l\u1edbn nh\u01b0 Apache Spark. Vi\u1ec7c n\u00e2ng c\u1ea5p t\u1eeb phi\u00ean b\u1ea3n 40GB l\u00ean 80GB c\u0169ng mang l\u1ea1i m\u1ee9c c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t r\u00f5 r\u1ec7t trong x\u1eed l\u00fd d\u1eef li\u1ec7u quy m\u00f4 l\u1edbn.<\/p>\n<h2 style=\"text-align: justify;\">Phi\u00ean b\u1ea3n NVIDIA A100 SXM kh\u00e1c g\u00ec NVIDIA A100 PCIe?<\/h2>\n<p style=\"text-align: justify;\">S\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa hai phi\u00ean b\u1ea3n kh\u00f4ng ch\u1ec9 n\u1eb1m \u1edf th\u00f4ng s\u1ed1 m\u00e0 c\u00f2n \u1edf c\u00e1ch ch\u00fang \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong th\u1ef1c t\u1ebf. SXM s\u1eed d\u1ee5ng module g\u1eafn tr\u1ef1c ti\u1ebfp l\u00ean mainboard, cho ph\u00e9p m\u1ee9c ti\u00eau th\u1ee5 \u0111i\u1ec7n cao h\u01a1n v\u00e0 kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i GPU v\u01b0\u1ee3t tr\u1ed9i. PCIe s\u1eed d\u1ee5ng d\u1ea1ng card truy\u1ec1n th\u1ed1ng, d\u1ec5 tri\u1ec3n khai h\u01a1n nh\u01b0ng h\u1ea1n ch\u1ebf v\u1ec1 b\u0103ng th\u00f4ng v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng.<\/p>\n<p style=\"text-align: justify;\">SXM v\u00ec v\u1eady ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng AI quy m\u00f4 l\u1edbn, n\u01a1i nhi\u1ec1u GPU c\u1ea7n ph\u1ed1i h\u1ee3p ch\u1eb7t ch\u1ebd. PCIe ph\u00f9 h\u1ee3p h\u01a1n v\u1edbi c\u00e1c server \u0111\u01a1n l\u1ebb ho\u1eb7c nhu c\u1ea7u linh ho\u1ea1t.<\/p>\n<p style=\"text-align: justify;\"><a href=\"https:\/\/gpu.vnso.vn\/\"><img decoding=\"async\" class=\"aligncenter wp-image-24375 size-full\" src=\"https:\/\/vnso.vn\/wp-content\/uploads\/2026\/04\/So-sanh-NVIDIA-A100-vs-NVIDIA-A100-SXM-.jpg\" alt=\"So s\u00e1nh NVIDIA A100 PCIe vs NVIDIA A100 SXM\" width=\"1200\" height=\"624\" srcset=\"https:\/\/vnso.vn\/wp-content\/uploads\/2026\/04\/So-sanh-NVIDIA-A100-vs-NVIDIA-A100-SXM-.jpg 1200w, https:\/\/vnso.vn\/wp-content\/uploads\/2026\/04\/So-sanh-NVIDIA-A100-vs-NVIDIA-A100-SXM--800x416.jpg 800w, https:\/\/vnso.vn\/wp-content\/uploads\/2026\/04\/So-sanh-NVIDIA-A100-vs-NVIDIA-A100-SXM--1024x532.jpg 1024w, https:\/\/vnso.vn\/wp-content\/uploads\/2026\/04\/So-sanh-NVIDIA-A100-vs-NVIDIA-A100-SXM--768x399.jpg 768w, https:\/\/vnso.vn\/wp-content\/uploads\/2026\/04\/So-sanh-NVIDIA-A100-vs-NVIDIA-A100-SXM--18x9.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a><\/p>\n<h2 style=\"text-align: justify;\">Vai tr\u00f2 c\u1ee7a A100 SXM trong h\u1ea1 t\u1ea7ng AI hi\u1ec7n \u0111\u1ea1i<\/h2>\n<p style=\"text-align: justify;\">A100 SXM kh\u00f4ng \u0111\u01a1n thu\u1ea7n l\u00e0 m\u1ed9t GPU m\u00e0 l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a h\u1ea1 t\u1ea7ng AI ho\u00e0n ch\u1ec9nh. Gi\u00e1 tr\u1ecb c\u1ee7a n\u00f3 n\u1eb1m \u1edf kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng multi-GPU, b\u0103ng th\u00f4ng b\u1ed9 nh\u1edb c\u1ef1c cao v\u00e0 kh\u1ea3 n\u0103ng chia nh\u1ecf t\u00e0i nguy\u00ean qua MIG. \u0110\u00e2y l\u00e0 nh\u1eefng y\u1ebfu t\u1ed1 quy\u1ebft \u0111\u1ecbnh trong vi\u1ec7c x\u00e2y d\u1ef1ng c\u00e1c h\u1ec7 th\u1ed1ng AI factory, cloud GPU hay si\u00eau m\u00e1y t\u00ednh.<\/p>\n<p style=\"text-align: justify;\">Ch\u00ednh v\u00ec v\u1eady, A100 SXM \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t trong nh\u1eefng n\u1ec1n t\u1ea3ng quan tr\u1ecdng nh\u1ea5t trong k\u1ef7 nguy\u00ean AI hi\u1ec7n \u0111\u1ea1i.<\/p>\n<h2 style=\"text-align: justify;\">T\u1ed5ng k\u1ebft v\u1ec1 NVIDIA A100 SXM<\/h2>\n<p style=\"text-align: justify;\">NVIDIA A100 SXM \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 gi\u1ea3i quy\u1ebft nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t c\u1ee7a AI hi\u1ec7n nay, bao g\u1ed3m x\u1eed l\u00fd m\u00f4 h\u00ecnh l\u1edbn, t\u1ed1i \u01b0u b\u0103ng th\u00f4ng d\u1eef li\u1ec7u v\u00e0 \u0111\u1ea3m b\u1ea3o hi\u1ec7u n\u0103ng \u1ed5n \u0111\u1ecbnh trong th\u1eddi gian d\u00e0i.<\/p>\n<p style=\"text-align: justify;\">Thay v\u00ec ch\u1ec9 t\u1eadp trung v\u00e0o s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n, GPU n\u00e0y t\u1ed1i \u01b0u to\u00e0n di\u1ec7n t\u1eeb b\u1ed9 nh\u1edb, k\u1ebft n\u1ed1i cho \u0111\u1ebfn kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng. V\u1edbi b\u0103ng th\u00f4ng g\u1ea7n 2 TB\/s, k\u1ebft n\u1ed1i NVLink l\u00ean t\u1edbi 600 GB\/s v\u00e0 c\u00f4ng ngh\u1ec7 MIG linh ho\u1ea1t, A100 SXM \u0111\u00f3ng vai tr\u00f2 n\u1ec1n t\u1ea3ng trong c\u00e1c h\u1ec7 th\u1ed1ng AI v\u00e0 HPC tr\u00ean to\u00e0n c\u1ea7u.<\/p>\n<h2 style=\"text-align: justify;\">Tri\u1ec3n khai NVIDIA A100 nhanh ch\u00f3ng v\u1edbi Cloud GPU<\/h2>\n<p style=\"text-align: justify;\" data-start=\"62\" data-end=\"224\">Thay v\u00ec \u0111\u1ea7u t\u01b0 h\u1ea1 t\u1ea7ng h\u00e0ng tr\u0103m tri\u1ec7u \u0111\u1ebfn h\u00e0ng t\u1ef7 \u0111\u1ed3ng, doanh nghi\u1ec7p c\u00f3 th\u1ec3 tri\u1ec3n khai ngay GPU hi\u1ec7u n\u0103ng cao v\u1edbi d\u1ecbch v\u1ee5 Cloud GPU s\u1eed d\u1ee5ng NVIDIA A100 t\u1ea1i VNSO.<\/p>\n<p style=\"text-align: justify;\" data-start=\"226\" data-end=\"459\">M\u1ee9c gi\u00e1 ch\u1ec9 t\u1eeb <strong data-start=\"241\" data-end=\"256\">59.000\u0111\/gi\u1edd<\/strong>, cho ph\u00e9p kh\u1edfi t\u1ea1o m\u00e1y ch\u1ee7 GPU trong v\u00e0i ph\u00fat, linh ho\u1ea1t m\u1edf r\u1ed9ng theo nhu c\u1ea7u training ho\u1eb7c inference. H\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u s\u1eb5n cho AI, h\u1ed7 tr\u1ee3 m\u00f4i tr\u01b0\u1eddng CUDA, PyTorch, TensorFlow v\u00e0 k\u1ebft n\u1ed1i t\u1ed1c \u0111\u1ed9 cao.<\/p>\n<p style=\"text-align: justify;\" data-start=\"461\" data-end=\"637\">V\u1edbi nhu c\u1ea7u chuy\u00ean s\u00e2u h\u01a1n, VNSO cung c\u1ea5p <strong data-start=\"503\" data-end=\"523\">server GPU ri\u00eang<\/strong> s\u1eed d\u1ee5ng A100, ph\u00f9 h\u1ee3p cho doanh nghi\u1ec7p c\u1ea7n hi\u1ec7u n\u0103ng \u1ed5n \u0111\u1ecbnh, workload l\u1edbn ho\u1eb7c tri\u1ec3n khai AI production d\u00e0i h\u1ea1n.<\/p>\n<p style=\"text-align: justify;\" data-start=\"639\" data-end=\"696\" data-is-last-node=\"\" data-is-only-node=\"\"><strong>&gt;&gt;&gt;<\/strong> <a href=\"https:\/\/gpu.vnso.vn\/\">\u0110\u0103ng k\u00fd thu\u00ea t\u1ef1 \u0111\u1ed9ng<\/a> ho\u1eb7c Li\u00ean h\u1ec7 VNSO \u0111\u1ec3 nh\u1eadn t\u01b0 v\u1ea5n, b\u00e1o gi\u00e1 chi ti\u1ebft c\u1ea5u h\u00ecnh ph\u00f9 h\u1ee3p.<\/p>\n<p style=\"text-align: justify;\" data-start=\"639\" data-end=\"696\" data-is-last-node=\"\" data-is-only-node=\"\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f22528-o1\" lang=\"en-US\" dir=\"ltr\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/en\/wp-json\/wp\/v2\/posts\/24462#wpcf7-f22528-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\" data-trp-original-action=\"\/en\/wp-json\/wp\/v2\/posts\/24462#wpcf7-f22528-o1\">\n<div style=\"display: none;\">\n<input type=\"hidden\" name=\"_wpcf7\" value=\"22528\" \/>\n<input type=\"hidden\" name=\"_wpcf7_version\" value=\"5.9.5\" \/>\n<input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/>\n<input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f22528-o1\" \/>\n<input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/>\n<input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/div>\n<style>\n .popup-template-wrap .wpcf7-list-item {\n display: inline-block;\n margin: 0 1em 0 0;\n width: 127px;\n}\n<\/style>\n<div class=\"d-flex gap-3\">\n\t<p><label> <span class=\"wpcf7-form-control-wrap\" data-name=\"your-name\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" autocomplete=\"name\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Your name\/company (*)\" value=\"\" type=\"text\" name=\"your-name\" \/><\/span> <\/label>\n\t<\/p>\n\t<p><label> <span class=\"wpcf7-form-control-wrap\" data-name=\"your-phone\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-tel wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-tel\" id=\"phone\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"S\u1ed1 \u0111i\u1ec7n tho\u1ea1i (*)\" value=\"\" type=\"tel\" name=\"your-phone\" \/><\/span> <\/label>\n\t<\/p>\n<\/div>\n<p><label> <span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" autocomplete=\"email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Email c\u00f4ng ty\/c\u00e1 nh\u00e2n (*)\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span> <\/label>\n<\/p>\n<div style=\"text-align: left;\">\n\t<p><label class=\"label-select text-left\"><b> Service you're interested in:<\/b> (Choose one) <\/label><br \/>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"your-service\"><span class=\"wpcf7-form-control wpcf7-checkbox wpcf7-validates-as-required wpcf7-exclusive-checkbox\"><span class=\"wpcf7-list-item first\"><input type=\"checkbox\" name=\"your-service\" value=\"Dedicated Server\" \/><span class=\"wpcf7-list-item-label\">Dedicated Server<\/span><\/span><span class=\"wpcf7-list-item\"><input type=\"checkbox\" name=\"your-service\" value=\"Server GPU\" \/><span class=\"wpcf7-list-item-label\">Server GPU<\/span><\/span><span class=\"wpcf7-list-item\"><input type=\"checkbox\" name=\"your-service\" value=\"Cloud GPU\" \/><span class=\"wpcf7-list-item-label\">Cloud GPU<\/span><\/span><span class=\"wpcf7-list-item\"><input type=\"checkbox\" name=\"your-service\" value=\"Cloud Camera AI\" \/><span class=\"wpcf7-list-item-label\">Cloud Camera AI<\/span><\/span><span class=\"wpcf7-list-item\"><input type=\"checkbox\" name=\"your-service\" value=\"Hosting\" \/><span class=\"wpcf7-list-item-label\">Hosting<\/span><\/span><span class=\"wpcf7-list-item\"><input type=\"checkbox\" name=\"your-service\" value=\"VPS\" \/><span class=\"wpcf7-list-item-label\">VPS<\/span><\/span><span class=\"wpcf7-list-item\"><input type=\"checkbox\" name=\"your-service\" value=\"Cloud Server\" \/><span class=\"wpcf7-list-item-label\">Cloud Server<\/span><\/span><span class=\"wpcf7-list-item\"><input type=\"checkbox\" name=\"your-service\" value=\"Enterprise Cloud\" \/><span class=\"wpcf7-list-item-label\">Enterprise Cloud<\/span><\/span><span class=\"wpcf7-list-item\"><input type=\"checkbox\" name=\"your-service\" value=\"Private Cloud\" \/><span class=\"wpcf7-list-item-label\">Private Cloud<\/span><\/span><span class=\"wpcf7-list-item\"><input type=\"checkbox\" name=\"your-service\" value=\"Cloud Storage\" \/><span class=\"wpcf7-list-item-label\">Cloud Storage<\/span><\/span><span class=\"wpcf7-list-item\"><input type=\"checkbox\" name=\"your-service\" value=\"CDN\" \/><span class=\"wpcf7-list-item-label\">CDN<\/span><\/span><span class=\"wpcf7-list-item\"><input type=\"checkbox\" name=\"your-service\" value=\"Anti-DDoS\" \/><span class=\"wpcf7-list-item-label\">Anti-DDoS<\/span><\/span><span class=\"wpcf7-list-item\"><input type=\"checkbox\" name=\"your-service\" value=\"C\u00e1c d\u1ecbch v\u1ee5 kh\u00e1c\" \/><span class=\"wpcf7-list-item-label\">C\u00e1c d\u1ecbch v\u1ee5 kh\u00e1c<\/span><\/span><span class=\"wpcf7-list-item last\"><input type=\"checkbox\" name=\"your-service\" value=\"T\u01b0 v\u1ea5n\" \/><span class=\"wpcf7-list-item-label\">T\u01b0 v\u1ea5n<\/span><\/span><\/span><\/span>\n\t<\/p>\n<\/div>\n<div class=\"m-auto text-center\">\n\t<p><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Sign Up Now\" \/>\n\t<\/p>\n<\/div><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<input type=\"hidden\" name=\"trp-form-language\" value=\"en\"\/><\/form>\n<\/div>\n<\/p>\n<h2 style=\"text-align: justify;\" data-section-id=\"1mehm8u\" data-start=\"0\" data-end=\"46\">FAQ \u2013 C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 NVIDIA A100 SXM<\/h2>\n<h3 style=\"text-align: justify;\" data-section-id=\"w560b7\" data-start=\"48\" data-end=\"119\">NVIDIA A100 SXM c\u00f3 ph\u00f9 h\u1ee3p cho inference hay ch\u1ec9 d\u00e0nh cho training?<\/h3>\n<p style=\"text-align: justify;\" data-start=\"120\" data-end=\"455\">NVIDIA A100 kh\u00f4ng ch\u1ec9 d\u00e0nh cho training m\u00e0 c\u00f2n r\u1ea5t m\u1ea1nh \u1edf inference. Nh\u1edd Tensor Core th\u1ebf h\u1ec7 3 v\u00e0 h\u1ed7 tr\u1ee3 INT8 l\u00ean t\u1edbi 1248 TOPS theo c\u00f4ng b\u1ed1 t\u1eeb <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">NVIDIA<\/span><\/span>, A100 c\u00f3 th\u1ec3 x\u1eed l\u00fd h\u00e0ng ngh\u00ecn request inference m\u1ed7i gi\u00e2y, \u0111\u1eb7c bi\u1ec7t ph\u00f9 h\u1ee3p cho c\u00e1c h\u1ec7 th\u1ed1ng AI production nh\u01b0 chatbot, recommendation ho\u1eb7c search ranking.<\/p>\n<h3 style=\"text-align: justify;\" data-section-id=\"1a0vonu\" data-start=\"462\" data-end=\"513\">Khi n\u00e0o n\u00ean ch\u1ecdn A100 SXM thay v\u00ec c\u00e1c GPU kh\u00e1c?<\/h3>\n<p style=\"text-align: justify;\" data-start=\"514\" data-end=\"791\">A100 SXM ph\u00f9 h\u1ee3p khi workload y\u00eau c\u1ea7u x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn, c\u1ea7n nhi\u1ec1u GPU ch\u1ea1y song song ho\u1eb7c training m\u00f4 h\u00ecnh h\u00e0ng ch\u1ee5c t\u1ef7 tham s\u1ed1. Trong c\u00e1c tr\u01b0\u1eddng h\u1ee3p nh\u01b0 fine-tune LLM, x\u1eed l\u00fd video AI quy m\u00f4 l\u1edbn ho\u1eb7c m\u00f4 ph\u1ecfng HPC, SXM mang l\u1ea1i hi\u1ec7u qu\u1ea3 r\u00f5 r\u1ec7t nh\u1edd b\u0103ng th\u00f4ng v\u00e0 kh\u1ea3 n\u0103ng scale.<\/p>\n<p style=\"text-align: justify;\" data-start=\"793\" data-end=\"914\">Ng\u01b0\u1ee3c l\u1ea1i, v\u1edbi c\u00e1c t\u00e1c v\u1ee5 nh\u1eb9 ho\u1eb7c inference \u0111\u01a1n l\u1ebb, GPU t\u1ea7m trung ho\u1eb7c A100 PCIe c\u00f3 th\u1ec3 \u0111\u1ee7 \u0111\u00e1p \u1ee9ng v\u1edbi chi ph\u00ed th\u1ea5p h\u01a1n.<\/p>\n<h3 style=\"text-align: justify;\" data-section-id=\"1jv7va1\" data-start=\"921\" data-end=\"989\">A100 SXM c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng t\u1ed1i \u0111a bao nhi\u00eau GPU trong m\u1ed9t h\u1ec7 th\u1ed1ng?<\/h3>\n<p style=\"text-align: justify;\" data-start=\"990\" data-end=\"1213\">Trong c\u00e1c h\u1ec7 th\u1ed1ng ti\u00eau chu\u1ea9n nh\u01b0 DGX ho\u1eb7c HGX, A100 SXM c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c tri\u1ec3n khai theo c\u1ee5m 4, 8 ho\u1eb7c 16 GPU. Khi k\u1ebft h\u1ee3p v\u1edbi NVSwitch, c\u00e1c GPU n\u00e0y c\u00f3 th\u1ec3 giao ti\u1ebfp full-mesh v\u1edbi nhau, t\u1ea1o th\u00e0nh m\u1ed9t pool t\u00e0i nguy\u00ean th\u1ed1ng nh\u1ea5t.<\/p>\n<p style=\"text-align: justify;\" data-start=\"1215\" data-end=\"1316\">\u0110i\u1ec1u n\u00e0y cho ph\u00e9p training c\u00e1c m\u00f4 h\u00ecnh c\u1ef1c l\u1edbn m\u00e0 kh\u00f4ng c\u1ea7n chia nh\u1ecf ph\u1ee9c t\u1ea1p nh\u01b0 tr\u00ean h\u1ec7 th\u1ed1ng PCIe.<\/p>\n<h3 style=\"text-align: justify;\" data-section-id=\"ncv2eq\" data-start=\"1323\" data-end=\"1366\">A100 SXM c\u00f3 h\u1ed7 tr\u1ee3 \u0111a ng\u01b0\u1eddi d\u00f9ng kh\u00f4ng?<\/h3>\n<p style=\"text-align: justify;\" data-start=\"1367\" data-end=\"1575\">C\u00f3. Nh\u1edd c\u00f4ng ngh\u1ec7 MIG (Multi-Instance GPU), m\u1ed9t GPU A100 c\u00f3 th\u1ec3 chia th\u00e0nh t\u1ed1i \u0111a 7 m\u00f4i tr\u01b0\u1eddng \u0111\u1ed9c l\u1eadp. M\u1ed7i instance c\u00f3 t\u00e0i nguy\u00ean ri\u00eang v\u1ec1 VRAM v\u00e0 compute, \u0111\u1ea3m b\u1ea3o hi\u1ec7u n\u0103ng kh\u00f4ng b\u1ecb \u1ea3nh h\u01b0\u1edfng gi\u1eefa c\u00e1c user.<\/p>\n<p style=\"text-align: justify;\" data-start=\"1577\" data-end=\"1679\">\u0110\u00e2y l\u00e0 n\u1ec1n t\u1ea3ng quan tr\u1ecdng gi\u00fap c\u00e1c d\u1ecbch v\u1ee5 Cloud GPU t\u1ed1i \u01b0u chi ph\u00ed v\u00e0 cung c\u1ea5p t\u00e0i nguy\u00ean linh ho\u1ea1t.<\/p>\n<h3 style=\"text-align: justify;\" data-section-id=\"139x55a\" data-start=\"1686\" data-end=\"1732\">So v\u1edbi H100, A100 SXM c\u00f2n \u0111\u00e1ng d\u00f9ng kh\u00f4ng?<\/h3>\n<p style=\"text-align: justify;\" data-start=\"1733\" data-end=\"1853\">D\u00f9 NVIDIA H100 m\u1ea1nh h\u01a1n v\u1ec1 AI th\u1ebf h\u1ec7 m\u1edbi, A100 SXM v\u1eabn r\u1ea5t ph\u1ed5 bi\u1ebfn nh\u1edd m\u1ee9c gi\u00e1 d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n v\u00e0 h\u1ec7 sinh th\u00e1i \u1ed5n \u0111\u1ecbnh.<\/p>\n<p style=\"text-align: justify;\" data-start=\"1855\" data-end=\"2023\">Trong nhi\u1ec1u workload nh\u01b0 training m\u00f4 h\u00ecnh t\u1ea7m trung, inference ho\u1eb7c HPC truy\u1ec1n th\u1ed1ng, A100 v\u1eabn mang l\u1ea1i hi\u1ec7u n\u0103ng\/chi ph\u00ed r\u1ea5t t\u1ed1t, \u0111\u1eb7c bi\u1ec7t khi tri\u1ec3n khai \u1edf quy m\u00f4 l\u1edbn.<\/p>\n<h3 style=\"text-align: justify;\" data-section-id=\"12vh0su\" data-start=\"2030\" data-end=\"2094\">Th\u1eddi gian training th\u1ef1c t\u1ebf v\u1edbi A100 SXM c\u1ea3i thi\u1ec7n bao nhi\u00eau?<\/h3>\n<p style=\"text-align: justify;\" data-start=\"2095\" data-end=\"2291\">T\u00f9y v\u00e0o m\u00f4 h\u00ecnh, nh\u01b0ng theo benchmark t\u1eeb <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">NVIDIA<\/span><\/span>, m\u1ed9t s\u1ed1 workload c\u00f3 th\u1ec3 gi\u1ea3m th\u1eddi gian t\u1eeb h\u00e0ng ng\u00e0y xu\u1ed1ng c\u00f2n v\u00e0i gi\u1edd khi chuy\u1ec3n t\u1eeb CPU ho\u1eb7c GPU th\u1ebf h\u1ec7 c\u0169 sang A100.<\/p>\n<p style=\"text-align: justify;\" data-start=\"2293\" data-end=\"2419\">Trong m\u00f4i tr\u01b0\u1eddng multi-GPU, t\u1ed1c \u0111\u1ed9 c\u00f2n \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n th\u00eam nh\u1edd NVLink v\u00e0 kh\u1ea3 n\u0103ng scale g\u1ea7n tuy\u1ebfn t\u00ednh trong nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p.<\/p>\n<h3 style=\"text-align: justify;\" data-section-id=\"palp7o\" data-start=\"2426\" data-end=\"2477\">C\u00f3 c\u1ea7n h\u1ea1 t\u1ea7ng \u0111\u1eb7c bi\u1ec7t \u0111\u1ec3 ch\u1ea1y A100 SXM kh\u00f4ng?<\/h3>\n<p style=\"text-align: justify;\" data-start=\"2478\" data-end=\"2604\">C\u00f3. A100 SXM kh\u00f4ng th\u1ec3 s\u1eed d\u1ee5ng tr\u00ean mainboard th\u00f4ng th\u01b0\u1eddng. GPU n\u00e0y y\u00eau c\u1ea7u h\u1ec7 th\u1ed1ng chuy\u00ean d\u1ee5ng nh\u01b0 HGX ho\u1eb7c DGX, \u0111i k\u00e8m v\u1edbi:<\/p>\n<ul style=\"text-align: justify;\" data-start=\"2606\" data-end=\"2694\">\n<li data-section-id=\"ty2qp4\" data-start=\"2606\" data-end=\"2634\">Ngu\u1ed3n \u0111i\u1ec7n c\u00f4ng su\u1ea5t l\u1edbn<\/li>\n<li data-section-id=\"py0d3x\" data-start=\"2635\" data-end=\"2666\">H\u1ec7 th\u1ed1ng l\u00e0m m\u00e1t chuy\u00ean s\u00e2u<\/li>\n<li data-section-id=\"1bnybab\" data-start=\"2667\" data-end=\"2694\">K\u1ebft n\u1ed1i NVLink\/NVSwitch<\/li>\n<\/ul>\n<p style=\"text-align: justify;\" data-start=\"2696\" data-end=\"2776\">\u0110\u00e2y l\u00e0 l\u00fd do nhi\u1ec1u doanh nghi\u1ec7p l\u1ef1a ch\u1ecdn Cloud GPU thay v\u00ec \u0111\u1ea7u t\u01b0 h\u1ea1 t\u1ea7ng ri\u00eang.<\/p>\n<h3 style=\"text-align: justify;\" data-section-id=\"f4foz7\" data-start=\"2783\" data-end=\"2845\">Thu\u00ea Cloud GPU A100 c\u00f3 ph\u00f9 h\u1ee3p cho doanh nghi\u1ec7p nh\u1ecf kh\u00f4ng?<\/h3>\n<p style=\"text-align: justify;\" data-start=\"2846\" data-end=\"2996\">Ph\u00f9 h\u1ee3p, \u0111\u1eb7c bi\u1ec7t v\u1edbi c\u00e1c startup AI ho\u1eb7c \u0111\u1ed9i ng\u0169 ph\u00e1t tri\u1ec3n ML. Vi\u1ec7c thu\u00ea GPU theo gi\u1edd gi\u00fap gi\u1ea3m chi ph\u00ed \u0111\u1ea7u t\u01b0 ban \u0111\u1ea7u v\u00e0 linh ho\u1ea1t m\u1edf r\u1ed9ng khi c\u1ea7n.<\/p>\n<p style=\"text-align: justify;\" data-start=\"2998\" data-end=\"3135\">V\u1edbi m\u1ee9c gi\u00e1 t\u1eeb 59.000\u0111\/gi\u1edd, doanh nghi\u1ec7p c\u00f3 th\u1ec3 ti\u1ebfp c\u1eadn ngay h\u1ea1 t\u1ea7ng t\u01b0\u01a1ng \u0111\u01b0\u01a1ng data center m\u00e0 kh\u00f4ng c\u1ea7n tri\u1ec3n khai ph\u1ea7n c\u1ee9ng ph\u1ee9c t\u1ea1p.<\/p>\n<h3 style=\"text-align: justify;\" data-section-id=\"15vcixn\" data-start=\"3142\" data-end=\"3181\">A100 SXM c\u00f3 gi\u1edbi h\u1ea1n n\u00e0o c\u1ea7n l\u01b0u \u00fd?<\/h3>\n<p style=\"text-align: justify;\" data-start=\"3182\" data-end=\"3420\">M\u1ed9t s\u1ed1 \u0111i\u1ec3m c\u1ea7n c\u00e2n nh\u1eafc g\u1ed3m chi ph\u00ed v\u1eadn h\u00e0nh cao, y\u00eau c\u1ea7u h\u1ea1 t\u1ea7ng chuy\u00ean d\u1ee5ng v\u00e0 m\u1ee9c ti\u00eau th\u1ee5 \u0111i\u1ec7n l\u1edbn kho\u1ea3ng 400W m\u1ed7i GPU. Ngo\u00e0i ra, \u0111\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a hi\u1ec7u n\u0103ng, h\u1ec7 th\u1ed1ng c\u1ea7n \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u ph\u1ea7n m\u1ec1m nh\u01b0 CUDA, NCCL v\u00e0 framework AI ph\u00f9 h\u1ee3p.<\/p>\n<h3 style=\"text-align: justify;\" data-section-id=\"1dvotyg\" data-start=\"3427\" data-end=\"3467\">A100 SXM ph\u00f9 h\u1ee3p v\u1edbi ng\u00e0nh n\u00e0o nh\u1ea5t?<\/h3>\n<p style=\"text-align: justify;\" data-start=\"3468\" data-end=\"3735\" data-is-last-node=\"\" data-is-only-node=\"\">A100 SXM \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 AI\/ML, t\u00e0i ch\u00ednh \u0111\u1ecbnh l\u01b0\u1ee3ng, y sinh h\u1ecdc, autonomous driving v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn. Nh\u1eefng ng\u00e0nh n\u00e0y th\u01b0\u1eddng y\u00eau c\u1ea7u x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn, m\u00f4 h\u00ecnh ph\u1ee9c t\u1ea1p v\u00e0 th\u1eddi gian t\u00ednh to\u00e1n nhanh, \u0111\u00fang v\u1edbi th\u1ebf m\u1ea1nh c\u1ee7a GPU n\u00e0y.<\/p>\n<h2 style=\"text-align: justify;\"><b>Th\u00f4ng tin li\u00ean h\u1ec7<\/b><\/h2>\n<p style=\"text-align: justify;\">\u0110\u1ec3 t\u00ecm hi\u1ec3u th\u00f4ng tin v\u1ec1 c\u00e1c gi\u1ea3i ph\u00e1p M\u00e1y ch\u1ee7 GPU, Cloud GPU, Hosting Linux &amp; Windows, M\u00e1y ch\u1ee7 \u1ea3o Cloud VPS, M\u00e1y ch\u1ee7 v\u1eadt l\u00fd, Colocation, H\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef, Cloud Server, Cloud Camera AI, Cloud Storage, Private Cloud, Enterprise Cloud, CDN, Anti-DDoS Website &amp; Game&#8230; Qu\u00fd kh\u00e1ch vui l\u00f2ng li\u00ean h\u1ec7 ch\u00fang t\u00f4i theo th\u00f4ng tin d\u01b0\u1edbi \u0111\u00e2y:<\/p>\n<p style=\"text-align: justify;\"><strong>C\u00d4NG TY C\u1ed4 PH\u1ea6N C\u00d4NG NGH\u1ec6 VNSO &#8211; SINCE 2015<\/strong><\/p>\n<p style=\"text-align: justify;\">\u2013 Website:\u00a0<a href=\"https:\/\/vnso.vn\/en\/\">https:\/\/vnso.vn\/<\/a><br \/>\n\u2013 Fanpage:\u00a0<a href=\"https:\/\/www.facebook.com\/VNSO.VN\/\">Facebook<\/a>\u00a0|\u00a0<a href=\"https:\/\/www.linkedin.com\/company\/vnso-technology\/\">LinkedIn<\/a>\u00a0|\u00a0<a href=\"https:\/\/www.youtube.com\/@vnsotechnology\">YouTube<\/a>\u00a0|\u00a0<a href=\"https:\/\/www.tiktok.com\/@vnso.congnghe?is_from_webapp=1&amp;sender_device=pc\">TikTok<\/a><br \/>\n\u2013 Hotline: 0927 444 222 | Email:\u00a0<a href=\"mailto:info@vnso.vn\">info@vnso.vn<\/a><br \/>\n\u2013 Tr\u1ee5 s\u1edf: L\u00f4 O s\u1ed1 10, \u0110\u01b0\u1eddng s\u1ed1 15, KDC Mi\u1ebfu N\u1ed5i, Ph\u01b0\u1eddng Gia \u0110\u1ecbnh, TP. H\u1ed3 Ch\u00ed Minh<br \/>\n\u2013 VPGD \u0110\u00e0 N\u1eb5ng: 30 Nguy\u1ec5n H\u1eefu Th\u1ecd, Ph\u01b0\u1eddng H\u1ea3i Ch\u00e2u, \u0110\u00e0 N\u1eb5ng<br \/>\n\u2013 VPGD H\u00e0 N\u1ed9i: 132 V\u0169 Ph\u1ea1m H\u00e0m, Ph\u01b0\u1eddng Y\u00ean H\u00f2a, H\u00e0 N\u1ed9i<\/p>","protected":false},"excerpt":{"rendered":"<p>NVIDIA A100 SXM \u0111\u01b0\u1ee3c xem l\u00e0 m\u1ed9t trong nh\u1eefng n\u1ec1n t\u1ea3ng m\u1ea1nh nh\u1ea5t t\u1eebng \u0111\u01b0\u1ee3c tri\u1ec3n khai trong data center, \u0111\u1eb7c bi\u1ec7t cho AI training v\u00e0 HPC. B\u00e0i vi\u1ebft n\u00e0y \u0111i s\u00e2u v\u00e0o b\u1ea3n ch\u1ea5t k\u1ef9 thu\u1eadt, ki\u1ebfn tr\u00fac v\u00e0 vai tr\u00f2 th\u1ef1c t\u1ebf c\u1ee7a A100 SXM.. NVIDIA A100 SXM l\u00e0 g\u00ec? NVIDIA A100 SXM [&hellip;]<\/p>","protected":false},"author":6,"featured_media":24463,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[556,684,694],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.3 (Yoast SEO v22.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>NVIDIA A100 SXM l\u00e0 g\u00ec? \u0110i\u1ec3m kh\u00e1c bi\u1ec7t so v\u1edbi A100 PCIe<\/title>\n<meta name=\"description\" content=\"NVIDIA A100 SXM c\u00f3 g\u00ec \u0111\u1eb7c bi\u1ec7t? 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