{"id":23327,"date":"2025-10-03T11:32:24","date_gmt":"2025-10-03T04:32:24","guid":{"rendered":"https:\/\/vnso.vn\/?p=23327"},"modified":"2025-10-03T11:32:24","modified_gmt":"2025-10-03T04:32:24","slug":"thue-gpu-train-model-cho-moi-mo-hinh-ai-don-gian-tiet-kiem","status":"publish","type":"post","link":"https:\/\/vnso.vn\/en\/thue-gpu-train-model-cho-moi-mo-hinh-ai-don-gian-tiet-kiem\/","title":{"rendered":"Thu\u00ea GPU Train Model cho m\u1ecdi m\u00f4 h\u00ecnh AI \u0111\u01a1n gi\u1ea3n, ti\u1ebft ki\u1ec7m"},"content":{"rendered":"<p style=\"text-align: justify;\">Hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh AI \u0111\u00f2i h\u1ecfi s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n kh\u1ed5ng l\u1ed3, trong khi chi ph\u00ed \u0111\u1ea7u t\u01b0 ph\u1ea7n c\u1ee9ng GPU cao c\u1ea5p l\u1ea1i l\u00e0 r\u00e0o c\u1ea3n l\u1edbn v\u1edbi nhi\u1ec1u doanh nghi\u1ec7p v\u00e0 l\u1eadp tr\u00ecnh vi\u00ean. Gi\u1ea3i ph\u00e1p thu\u00ea GPU train model ra \u0111\u1eddi, gi\u00fap b\u1ea1n ti\u1ebfp c\u1eadn t\u00e0i nguy\u00ean m\u1ea1nh m\u1ebd \u0111\u1ec3 hu\u1ea5n luy\u1ec7n b\u1ea5t k\u1ef3 m\u00f4 h\u00ecnh AI n\u00e0o v\u1edbi chi ph\u00ed t\u1ed1i \u01b0u, tri\u1ec3n khai nhanh v\u00e0 s\u1eed d\u1ee5ng linh ho\u1ea1t. Trong b\u00e0i vi\u1ebft n\u00e0y, ch\u00fang ta s\u1ebd ph\u00e2n t\u00edch chi ti\u1ebft c\u00e1ch thu\u00ea GPU \u0111\u1ec3 train model AI \u0111\u01a1n gi\u1ea3n, ti\u1ebft ki\u1ec7m v\u00e0 ph\u00f9 h\u1ee3p v\u1edbi m\u1ecdi nhu c\u1ea7u.<\/p>\n<article class=\"text-token-text-primary w-full focus:outline-none scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" tabindex=\"-1\" data-turn-id=\"request-68df3e77-8328-8321-af4c-931569b9c8a4-15\" data-testid=\"conversation-turn-30\" data-scroll-anchor=\"true\" data-turn=\"assistant\">\n<div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:--spacing(4)] thread-sm:[--thread-content-margin:--spacing(6)] thread-lg:[--thread-content-margin:--spacing(16)] px-(--thread-content-margin)\">\n<div class=\"[--thread-content-max-width:40rem] thread-lg:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" tabindex=\"-1\">\n<div class=\"flex max-w-full flex-col grow\">\n<div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal [.text-message+&amp;]:mt-5\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"07eb8f98-4e8e-4f38-8e6f-198e315d444c\" data-message-model-slug=\"gpt-5\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[1px]\">\n<div class=\"markdown prose dark:prose-invert w-full break-words dark markdown-new-styling\">\n<p data-start=\"0\" data-end=\"399\" data-is-last-node=\"\" data-is-only-node=\"\">B\u1ea1n c\u00f3 th\u1ec3 train m\u00f4 h\u00ecnh AI nhanh ch\u00f3ng v\u00e0 ti\u1ebft ki\u1ec7m h\u01a1n b\u1eb1ng c\u00e1ch thu\u00ea GPU t\u1ea1i VNSO. Thay v\u00ec ph\u1ea3i \u0111\u1ea7u t\u01b0 ph\u1ea7n c\u1ee9ng \u0111\u1eaft \u0111\u1ecf, b\u1ea1n ch\u1ec9 c\u1ea7n ch\u1ecdn c\u1ea5u h\u00ecnh GPU ph\u00f9 h\u1ee3p, tr\u1ea3 ph\u00ed theo nhu c\u1ea7u s\u1eed d\u1ee5ng v\u00e0 b\u1eaft \u0111\u1ea7u training ngay l\u1eadp t\u1ee9c. \u0110\u00e2y l\u00e0 gi\u1ea3i ph\u00e1p \u0111\u01a1n gi\u1ea3n, linh ho\u1ea1t, ph\u00f9 h\u1ee3p c\u1ea3 cho l\u1eadp tr\u00ecnh vi\u00ean, nh\u00f3m nghi\u00ean c\u1ee9u l\u1eabn doanh nghi\u1ec7p mu\u1ed1n th\u1eed nghi\u1ec7m ho\u1eb7c tri\u1ec3n khai AI m\u00e0 kh\u00f4ng lo chi ph\u00ed ban \u0111\u1ea7u qu\u00e1 l\u1edbn.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/article>\n<p style=\"text-align: justify;\" data-start=\"182\" data-end=\"604\">&gt;&gt;&gt; Li\u00ean h\u1ec7 ngay t\u1ea1i <a href=\"https:\/\/gpu.vnso.vn\/\"><strong>Server AI\/GPU, Cloud GPU VNSO<\/strong><\/a> \u2013 <em>t\u01b0 v\u1ea5n,<\/em><em> b\u00e1o gi\u00e1 &amp; d\u00f9ng th\u1eed mi\u1ec5n ph\u00ed<\/em>!<\/p>\n<p style=\"text-align: justify;\" data-start=\"5253\" data-end=\"5426\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f15879-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\/23327#wpcf7-f15879-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\/23327#wpcf7-f15879-o1\">\n<div style=\"display: none;\">\n<input type=\"hidden\" name=\"_wpcf7\" value=\"15879\" \/>\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-f15879-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=\"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=\"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=\"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 AI\" \/><span class=\"wpcf7-list-item-label\">Server AI<\/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=\"Server Colocation\" \/><span class=\"wpcf7-list-item-label\">Server Colocation<\/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<p data-start=\"5253\" data-end=\"5426\"><a href=\"https:\/\/gpu.vnso.vn\/\"><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter size-full wp-image-23318\" src=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/Thue-Server-GPU-Train-AI.jpg\" alt=\"Thu\u00ea Server GPU Train model\" width=\"1200\" height=\"624\" srcset=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/Thue-Server-GPU-Train-AI.jpg 1200w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/Thue-Server-GPU-Train-AI-800x416.jpg 800w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/Thue-Server-GPU-Train-AI-1024x532.jpg 1024w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/Thue-Server-GPU-Train-AI-768x399.jpg 768w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/Thue-Server-GPU-Train-AI-18x9.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a><\/p>\n<h2 style=\"text-align: justify;\">Thu\u00ea GPU Train Model l\u00e0 g\u00ec?<\/h2>\n<p style=\"text-align: justify;\" data-start=\"35\" data-end=\"271\">Thu\u00ea GPU Train Model l\u00e0 d\u1ecbch v\u1ee5 cho ph\u00e9p c\u00e1 nh\u00e2n ho\u1eb7c doanh nghi\u1ec7p s\u1eed d\u1ee5ng GPU cao c\u1ea5p t\u1eeb nh\u00e0 cung c\u1ea5p h\u1ea1 t\u1ea7ng (th\u00f4ng qua cloud server ho\u1eb7c m\u00e1y ch\u1ee7 v\u1eadt l\u00fd t\u1eeb xa) \u0111\u1ec3 hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh AI, thay v\u00ec ph\u1ea3i \u0111\u1ea7u t\u01b0 tr\u1ef1c ti\u1ebfp ph\u1ea7n c\u1ee9ng. N\u00f3i c\u00e1ch kh\u00e1c, \u0111\u00e2y l\u00e0 gi\u1ea3i ph\u00e1p ti\u1ebft ki\u1ec7m, linh ho\u1ea1t v\u00e0 th\u1ef1c t\u1ebf \u0111\u1ec3 ti\u1ebfp c\u1eadn c\u00f4ng ngh\u1ec7 AI hi\u1ec7n \u0111\u1ea1i m\u00e0 kh\u00f4ng ph\u1ea3i g\u00e1nh n\u1eb7ng \u0111\u1ea7u t\u01b0 ban \u0111\u1ea7u.<\/p>\n<p style=\"text-align: justify;\" data-start=\"273\" data-end=\"641\">Trong ph\u00e1t tri\u1ec3n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh (AI model training) l\u00e0 giai \u0111o\u1ea1n ng\u1ed1n nhi\u1ec1u t\u00e0i nguy\u00ean nh\u1ea5t. CPU th\u00f4ng th\u01b0\u1eddng kh\u00f4ng \u0111\u00e1p \u1ee9ng \u0111\u01b0\u1ee3c v\u00ec t\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd tu\u1ea7n t\u1ef1 ch\u1eadm, trong khi GPU (Graphics Processing Unit) c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd song song h\u00e0ng tri\u1ec7u ph\u00e9p t\u00ednh ma tr\u1eadn, gi\u00fap r\u00fat ng\u1eafn th\u1eddi gian training t\u1eeb v\u00e0i tu\u1ea7n xu\u1ed1ng ch\u1ec9 c\u00f2n v\u00e0i ng\u00e0y, th\u1eadm ch\u00ed v\u00e0i gi\u1edd.<\/p>\n<p style=\"text-align: justify;\" data-start=\"643\" data-end=\"1168\">Th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t l\u00e0 chi ph\u00ed s\u1edf h\u1eefu GPU chuy\u00ean d\u1ee5ng nh\u01b0 NVIDIA A100, H100 hay Blackwell B200 c\u00f3 th\u1ec3 l\u00ean t\u1edbi h\u00e0ng tr\u0103m tri\u1ec7u \u0111\u1ed3ng, ch\u01b0a t\u00ednh chi ph\u00ed \u0111i\u1ec7n n\u0103ng, t\u1ea3n nhi\u1ec7t v\u00e0 b\u1ea3o tr\u00ec. \u0110\u00e2y l\u00e0 l\u00fd do d\u1ecbch v\u1ee5 thu\u00ea GPU train model ra \u0111\u1eddi: b\u1ea1n ch\u1ec9 c\u1ea7n tr\u1ea3 ph\u00ed theo nhu c\u1ea7u s\u1eed d\u1ee5ng, c\u00f3 th\u1ec3 linh ho\u1ea1t m\u1edf r\u1ed9ng hay thu h\u1eb9p c\u1ea5u h\u00ecnh, \u0111\u1ed3ng th\u1eddi truy c\u1eadp ngay s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n \u0111\u1ec3 hu\u1ea5n luy\u1ec7n m\u1ecdi m\u00f4 h\u00ecnh AI \u2013 t\u1eeb h\u1ecdc m\u00e1y c\u01a1 b\u1ea3n, x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP), th\u1ecb gi\u00e1c m\u00e1y t\u00ednh (Computer Vision) \u0111\u1ebfn deep learning quy m\u00f4 l\u1edbn.<\/p>\n<h3 style=\"text-align: justify;\">Ai n\u00ean thu\u00ea GPU Train Model?<\/h3>\n<p style=\"text-align: justify;\">Thu\u00ea GPU train model ph\u00f9 h\u1ee3p cho nhi\u1ec1u \u0111\u1ed1i t\u01b0\u1ee3ng: l\u1eadp tr\u00ecnh vi\u00ean v\u00e0 nh\u00e0 nghi\u00ean c\u1ee9u c\u00e1 nh\u00e2n mu\u1ed1n th\u1eed nghi\u1ec7m nhanh, startup v\u00e0 doanh nghi\u1ec7p nh\u1ecf c\u1ea7n ti\u1ebft ki\u1ec7m chi ph\u00ed, tr\u01b0\u1eddng h\u1ecdc v\u00e0 trung t\u00e2m \u0111\u00e0o t\u1ea1o h\u1ed7 tr\u1ee3 h\u1ecdc vi\u00ean th\u1ef1c h\u00e0nh, hay c\u1ea3 doanh nghi\u1ec7p l\u1edbn c\u00f3 d\u1ef1 \u00e1n AI ng\u1eafn h\u1ea1n. N\u00f3i ng\u1eafn g\u1ecdn, b\u1ea5t k\u1ef3 ai c\u1ea7n s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n GPU linh ho\u1ea1t m\u00e0 kh\u00f4ng mu\u1ed1n \u0111\u1ea7u t\u01b0 h\u1ea1 t\u1ea7ng \u0111\u1eaft \u0111\u1ecf \u0111\u1ec1u n\u00ean ch\u1ecdn h\u00ecnh th\u1ee9c n\u00e0y.<\/p>\n<p style=\"text-align: justify;\">GPU c\u00f3 th\u1ec3 d\u00f9ng \u0111\u1ec3 train nhi\u1ec1u lo\u1ea1i m\u00f4 h\u00ecnh AI kh\u00e1c nhau, t\u1eeb c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y truy\u1ec1n th\u1ed1ng nh\u01b0 Random Forest, XGBoost, cho \u0111\u1ebfn c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u (Deep Learning) ph\u1ee9c t\u1ea1p nh\u01b0 CNN cho nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh, RNN\/LSTM cho x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, Transformer cho chatbot, d\u1ecbch m\u00e1y, hay m\u00f4 h\u00ecnh t\u1ea1o sinh nh\u01b0 GAN v\u00e0 Diffusion Model trong AI h\u00ecnh \u1ea3nh v\u00e0 video.<\/p>\n<p><a href=\"https:\/\/gpu.vnso.vn\/\"><img decoding=\"async\" class=\"aligncenter wp-image-23296 size-full\" src=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/May-chu-ao-VPS-mien-phi-\u2013-thuc-te-co-dang-tin.jpg\" alt=\"L\u1ee3i \u00edch c\u1ee7a thu\u00ea GPU train model AI\" width=\"1200\" height=\"624\" srcset=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/May-chu-ao-VPS-mien-phi-\u2013-thuc-te-co-dang-tin.jpg 1200w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/May-chu-ao-VPS-mien-phi-\u2013-thuc-te-co-dang-tin-800x416.jpg 800w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/May-chu-ao-VPS-mien-phi-\u2013-thuc-te-co-dang-tin-1024x532.jpg 1024w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/May-chu-ao-VPS-mien-phi-\u2013-thuc-te-co-dang-tin-768x399.jpg 768w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/09\/May-chu-ao-VPS-mien-phi-\u2013-thuc-te-co-dang-tin-18x9.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a><\/p>\n<h2 style=\"text-align: justify;\" data-start=\"0\" data-end=\"44\">L\u1ee3i \u00edch c\u1ee7a thu\u00ea GPU train model AI<\/h2>\n<p style=\"text-align: justify;\" data-start=\"46\" data-end=\"105\">Thu\u00ea GPU \u0111\u1ec3 train model AI mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch r\u00f5 r\u1ec7t:<\/p>\n<ul style=\"text-align: justify;\" data-start=\"107\" data-end=\"736\">\n<li data-start=\"107\" data-end=\"212\">\n<p data-start=\"109\" data-end=\"212\"><strong data-start=\"109\" data-end=\"130\">Ti\u1ebft ki\u1ec7m chi ph\u00ed<\/strong>: Kh\u00f4ng c\u1ea7n b\u1ecf ra h\u00e0ng tr\u0103m tri\u1ec7u \u0111\u1ec3 mua GPU cao c\u1ea5p, ch\u1ec9 tr\u1ea3 ti\u1ec1n theo nhu c\u1ea7u.<\/p>\n<\/li>\n<li data-start=\"213\" data-end=\"330\">\n<p data-start=\"215\" data-end=\"330\"><strong data-start=\"215\" data-end=\"238\">Hi\u1ec7u n\u0103ng v\u01b0\u1ee3t tr\u1ed9i<\/strong>: GPU \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u cho x\u1eed l\u00fd song song, gi\u00fap r\u00fat ng\u1eafn \u0111\u00e1ng k\u1ec3 th\u1eddi gian hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh.<\/p>\n<\/li>\n<li data-start=\"331\" data-end=\"481\">\n<p data-start=\"333\" data-end=\"481\"><strong data-start=\"333\" data-end=\"354\">Linh ho\u1ea1t m\u1edf r\u1ed9ng<\/strong>: D\u1ec5 d\u00e0ng ch\u1ecdn c\u1ea5u h\u00ecnh ph\u00f9 h\u1ee3p v\u1edbi t\u1eebng giai \u0111o\u1ea1n \u2014 t\u1eeb th\u1eed nghi\u1ec7m m\u00f4 h\u00ecnh nh\u1ecf \u0111\u1ebfn training m\u00f4 h\u00ecnh deep learning quy m\u00f4 l\u1edbn.<\/p>\n<\/li>\n<li data-start=\"482\" data-end=\"613\">\n<p data-start=\"484\" data-end=\"613\"><strong data-start=\"484\" data-end=\"504\">Kh\u00f4ng lo b\u1ea3o tr\u00ec<\/strong>: H\u1ea1 t\u1ea7ng ph\u1ea7n c\u1ee9ng, \u0111i\u1ec7n n\u0103ng v\u00e0 t\u1ea3n nhi\u1ec7t do nh\u00e0 cung c\u1ea5p lo, ng\u01b0\u1eddi d\u00f9ng ch\u1ec9 t\u1eadp trung v\u00e0o ph\u00e1t tri\u1ec3n AI.<\/p>\n<\/li>\n<li data-start=\"614\" data-end=\"736\">\n<p data-start=\"616\" data-end=\"736\"><strong data-start=\"616\" data-end=\"641\">Truy c\u1eadp GPU m\u1edbi nh\u1ea5t<\/strong>: C\u00f3 th\u1ec3 s\u1eed d\u1ee5ng ngay c\u00e1c th\u1ebf h\u1ec7 GPU nh\u01b0 NVIDIA A100, H100, B200 m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u1ea7u t\u01b0 l\u00e2u d\u00e0i.<\/p>\n<\/li>\n<\/ul>\n<h2 style=\"text-align: justify;\">Nh\u1eefng \u0111i\u1ec1u c\u1ea7n l\u01b0u \u00fd tr\u01b0\u1edbc khi thu\u00ea GPU Train Model<\/h2>\n<h3 style=\"text-align: justify;\" data-start=\"191\" data-end=\"214\">Quy m\u00f4 m\u00f4 h\u00ecnh AI<\/h3>\n<p style=\"text-align: justify;\" data-start=\"220\" data-end=\"437\">V\u1edbi m\u00f4 h\u00ecnh nh\u1ecf ho\u1eb7c th\u1eed nghi\u1ec7m (v\u00ed d\u1ee5: m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y c\u01a1 b\u1ea3n, NLP v\u1edbi dataset nh\u1ecf), ch\u1ec9 c\u1ea7n GPU t\u1ea7m trung nh\u01b0 NVIDIA T4, V100 ho\u1eb7c A10G. Nh\u1eefng GPU n\u00e0y \u0111\u1ee7 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u hu\u1ea5n luy\u1ec7n trong v\u00e0i gi\u1edd ho\u1eb7c v\u00e0i ng\u00e0y.<\/p>\n<p style=\"text-align: justify;\" data-start=\"443\" data-end=\"724\">V\u1edbi m\u00f4 h\u00ecnh l\u1edbn, deep learning ph\u1ee9c t\u1ea1p (v\u00ed d\u1ee5: GPT, Stable Diffusion, m\u00f4 h\u00ecnh th\u1ecb gi\u00e1c m\u00e1y t\u00ednh tr\u00ean dataset h\u00e0ng tri\u1ec7u m\u1eabu), c\u1ea7n \u0111\u1ebfn GPU m\u1ea1nh nh\u01b0 NVIDIA A100, H100 ho\u1eb7c th\u1ebf h\u1ec7 Blackwell (B100, B200) v\u1edbi dung l\u01b0\u1ee3ng VRAM cao, t\u1ed1c \u0111\u1ed9 b\u0103ng th\u00f4ng l\u1edbn v\u00e0 kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i NVLink.<\/p>\n<p style=\"text-align: justify;\" data-start=\"730\" data-end=\"855\">N\u1ebfu d\u1ef1 \u00e1n y\u00eau c\u1ea7u hu\u1ea5n luy\u1ec7n song song ho\u1eb7c ph\u00e2n t\u00e1n, h\u00e3y ch\u1ecdn d\u1ecbch v\u1ee5 cho ph\u00e9p gh\u00e9p nhi\u1ec1u GPU ho\u1eb7c h\u1ed7 tr\u1ee3 h\u1ea1 t\u1ea7ng HPC.<\/p>\n<h3 style=\"text-align: justify;\" data-start=\"860\" data-end=\"886\">Chi ph\u00ed v\u00e0 ng\u00e2n s\u00e1ch<\/h3>\n<p style=\"text-align: justify;\" data-start=\"892\" data-end=\"1048\">Chi ph\u00ed thu\u00ea GPU th\u01b0\u1eddng t\u00ednh theo gi\u1edd ho\u1eb7c theo th\u00e1ng. Gi\u00e1 thu\u00ea GPU ph\u1ed5 bi\u1ebfn dao \u0111\u1ed9ng t\u1eeb v\u00e0i ch\u1ee5c ngh\u00ecn \u0111\u1ebfn v\u00e0i tr\u0103m ngh\u00ecn \u0111\u1ed3ng m\u1ed7i gi\u1edd, t\u00f9y lo\u1ea1i GPU.<\/p>\n<p style=\"text-align: justify;\" data-start=\"1054\" data-end=\"1194\">\u0110\u1ec3 t\u1ed1i \u01b0u, b\u1ea1n c\u1ea7n x\u00e1c \u0111\u1ecbnh r\u00f5 m\u1ee5c ti\u00eau hu\u1ea5n luy\u1ec7n: th\u1eed nghi\u1ec7m nhanh (ch\u1ec9 c\u1ea7n v\u00e0i gi\u1edd) hay hu\u1ea5n luy\u1ec7n l\u00e2u d\u00e0i (v\u00e0i ng\u00e0y \u0111\u1ebfn v\u00e0i tu\u1ea7n). C\u00e2n nh\u1eafc so s\u00e1nh chi ph\u00ed thu\u00ea GPU d\u00e0i h\u1ea1n v\u1edbi mua m\u00e1y ch\u1ee7 GPU ri\u00eang. N\u1ebfu nhu c\u1ea7u li\u00ean t\u1ee5c, d\u00e0i h\u1ea1n, chi ph\u00ed mua c\u00f3 th\u1ec3 h\u1ee3p l\u00fd h\u01a1n; c\u00f2n n\u1ebfu ng\u1eafn h\u1ea1n ho\u1eb7c ch\u1ec9 theo d\u1ef1 \u00e1n, thu\u00ea s\u1ebd ti\u1ebft ki\u1ec7m v\u00e0 linh ho\u1ea1t h\u01a1n.<\/p>\n<p style=\"text-align: justify;\" data-start=\"1420\" data-end=\"1593\">Ngo\u00e0i ph\u00ed thu\u00ea GPU, m\u1ed9t s\u1ed1 nh\u00e0 cung c\u1ea5p c\u00f3 th\u1ec3 t\u00ednh th\u00eam chi ph\u00ed l\u01b0u tr\u1eef d\u1eef li\u1ec7u, b\u0103ng th\u00f4ng m\u1ea1ng, ho\u1eb7c d\u1ecbch v\u1ee5 h\u1ed7 tr\u1ee3 k\u1ef9 thu\u1eadt \u2014 b\u1ea1n n\u00ean ki\u1ec3m tra k\u1ef9 tr\u01b0\u1edbc khi tri\u1ec3n khai.<\/p>\n<p style=\"text-align: justify;\" data-start=\"1595\" data-end=\"1846\">B\u1ea1n c\u1ea7n \u0111\u00e1nh gi\u00e1 quy m\u00f4 m\u00f4 h\u00ecnh (lo\u1ea1i GPU, s\u1ed1 l\u01b0\u1ee3ng GPU, dung l\u01b0\u1ee3ng b\u1ed9 nh\u1edb) v\u00e0 c\u00e2n \u0111\u1ed1i chi ph\u00ed thu\u00ea so v\u1edbi nhu c\u1ea7u th\u1ef1c t\u1ebf, tr\u00e1nh t\u00ecnh tr\u1ea1ng tr\u1ea3 th\u1eeba cho c\u1ea5u h\u00ecnh qu\u00e1 cao ho\u1eb7c ch\u1ecdn GPU qu\u00e1 y\u1ebfu l\u00e0m ch\u1eadm ti\u1ebfn \u0111\u1ed9.<\/p>\n<div id=\"attachment_23003\" style=\"width: 1210px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/gpu.vnso.vn\/\"><img decoding=\"async\" aria-describedby=\"caption-attachment-23003\" class=\"wp-image-23003 size-full\" src=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Cac-the-he-NVIDIA-Tensor-Core-GPU.jpg\" alt=\"C\u00e1c-th\u1ebf-h\u1ec7-NVIDIA-Tensor-Core-GPU\" width=\"1200\" height=\"624\" srcset=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Cac-the-he-NVIDIA-Tensor-Core-GPU.jpg 1200w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Cac-the-he-NVIDIA-Tensor-Core-GPU-800x416.jpg 800w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Cac-the-he-NVIDIA-Tensor-Core-GPU-1024x532.jpg 1024w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Cac-the-he-NVIDIA-Tensor-Core-GPU-768x399.jpg 768w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/Cac-the-he-NVIDIA-Tensor-Core-GPU-18x9.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a><p id=\"caption-attachment-23003\" class=\"wp-caption-text\">C\u00e1c GPU n\u1ed5i b\u1eadt t\u1eeb NVIDIA c\u00f3 gi\u00e1 t\u01b0\u01a1ng \u0111\u1ed1i r\u1ebb<\/p><\/div>\n<h3 data-start=\"107\" data-end=\"130\"><strong>&gt;&gt;&gt; C\u00f3 th\u1ec3 b\u1ea1n quan t\u00e2m <a href=\"https:\/\/vnso.vn\/en\/nvidia-a100-pcie-40gb-thong-so-ky-thuat-gpu-vnso\/\">NVIDIA A100 PCIe 40GB &#8211; th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt GPU<\/a><\/strong><\/h3>\n<h3 style=\"text-align: justify;\" data-start=\"107\" data-end=\"130\"><strong data-start=\"107\" data-end=\"128\">B\u1ed9 nh\u1edb GPU (VRAM)<\/strong><\/h3>\n<p style=\"text-align: justify;\" data-start=\"136\" data-end=\"382\">VRAM quy\u1ebft \u0111\u1ecbnh kh\u1ea3 n\u0103ng hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh l\u1edbn. V\u00ed d\u1ee5, m\u00f4 h\u00ecnh Transformer ho\u1eb7c Computer Vision c\u1ea7n \u00edt nh\u1ea5t 16GB VRAM, trong khi c\u00e1c m\u00f4 h\u00ecnh LLM c\u00f3 th\u1ec3 y\u00eau c\u1ea7u 40GB \u2013 80GB tr\u1edf l\u00ean. N\u1ebfu ch\u1ecdn GPU VRAM qu\u00e1 th\u1ea5p, m\u00f4 h\u00ecnh d\u1ec5 b\u1ecb l\u1ed7i \u201cout of memory\u201d.<\/p>\n<h3 style=\"text-align: justify;\" data-start=\"387\" data-end=\"425\"><strong data-start=\"387\" data-end=\"423\">T\u1ed1c \u0111\u1ed9 truy\u1ec1n d\u1eef li\u1ec7u v\u00e0 l\u01b0u tr\u1eef<\/strong><\/h3>\n<p style=\"text-align: justify;\" data-start=\"431\" data-end=\"605\">Dataset hu\u1ea5n luy\u1ec7n th\u01b0\u1eddng r\u1ea5t l\u1edbn, c\u00f3 th\u1ec3 t\u1eeb v\u00e0i GB \u0111\u1ebfn h\u00e0ng TB. D\u1ecbch v\u1ee5 GPU c\u1ea7n c\u00f3 b\u0103ng th\u00f4ng m\u1ea1ng \u1ed5n \u0111\u1ecbnh, t\u1ed1c \u0111\u1ed9 I\/O cao \u0111\u1ec3 t\u1ea3i d\u1eef li\u1ec7u nhanh v\u00e0 tr\u00e1nh ngh\u1ebdn c\u1ed5 chai. H\u00e3y ki\u1ec3m tra th\u00eam chi ph\u00ed l\u01b0u tr\u1eef (storage) v\u00e0 dung l\u01b0\u1ee3ng mi\u1ec5n ph\u00ed \u0111i k\u00e8m.<\/p>\n<h3 style=\"text-align: justify;\" data-start=\"700\" data-end=\"734\"><strong data-start=\"700\" data-end=\"732\">H\u1ed7 tr\u1ee3 ph\u1ea7n m\u1ec1m v\u00e0 framework<\/strong><\/h3>\n<p style=\"text-align: justify;\" data-start=\"740\" data-end=\"869\">\u0110\u1ea3m b\u1ea3o GPU thu\u00ea t\u01b0\u01a1ng th\u00edch v\u1edbi c\u00e1c framework b\u1ea1n s\u1eed d\u1ee5ng nh\u01b0 TensorFlow, PyTorch, JAX, hay c\u00e1c th\u01b0 vi\u1ec7n CUDA, cuDNN m\u1edbi nh\u1ea5t. M\u1ed9t s\u1ed1 nh\u00e0 cung c\u1ea5p c\u00f3 s\u1eb5n m\u00f4i tr\u01b0\u1eddng c\u00e0i \u0111\u1eb7t s\u1eb5n (pre-built environment) gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian thi\u1ebft l\u1eadp.<\/p>\n<h3 style=\"text-align: justify;\" data-start=\"995\" data-end=\"1017\"><strong data-start=\"995\" data-end=\"1015\">Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng<\/strong><\/h3>\n<p style=\"text-align: justify;\" data-start=\"1023\" data-end=\"1225\">N\u1ebfu b\u1ea1n hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh c\u1ea7n nhi\u1ec1u GPU c\u00f9ng l\u00fac (multi-GPU ho\u1eb7c distributed training), h\u00e3y ch\u1ecdn d\u1ecbch v\u1ee5 c\u00f3 h\u1ed7 tr\u1ee3 gh\u00e9p c\u1ee5m GPU (GPU cluster) v\u00e0 k\u1ebft n\u1ed1i NVLink\/InfiniBand \u0111\u1ec3 t\u1ed1i \u01b0u hi\u1ec7u su\u1ea5t.<\/p>\n<h3 style=\"text-align: justify;\" data-start=\"1230\" data-end=\"1257\"><strong data-start=\"1230\" data-end=\"1255\">\u0110\u1ed9 \u1ed5n \u0111\u1ecbnh v\u00e0 b\u1ea3o m\u1eadt<\/strong><\/h3>\n<p style=\"text-align: justify;\" data-start=\"1263\" data-end=\"1364\">Ki\u1ec3m tra SLA (Service Level Agreement) v\u1ec1 uptime, tr\u00e1nh t\u00ecnh tr\u1ea1ng gi\u00e1n \u0111o\u1ea1n khi \u0111ang training. V\u1edbi d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m, c\u1ea7n ch\u1ecdn nh\u00e0 cung c\u1ea5p c\u00f3 b\u1ea3o m\u1eadt cao, h\u1ed7 tr\u1ee3 m\u00e3 h\u00f3a d\u1eef li\u1ec7u v\u00e0 tu\u00e2n th\u1ee7 c\u00e1c chu\u1ea9n qu\u1ed1c t\u1ebf (ISO, GDPR&#8230;).<\/p>\n<h3 style=\"text-align: justify;\" data-start=\"1508\" data-end=\"1529\"><strong data-start=\"1508\" data-end=\"1527\">H\u1ed7 tr\u1ee3 k\u1ef9 thu\u1eadt<\/strong><\/h3>\n<p style=\"text-align: justify;\" data-start=\"1535\" data-end=\"1739\">Khi g\u1eb7p l\u1ed7i CUDA, xung \u0111\u1ed9t driver ho\u1eb7c v\u1ea5n \u0111\u1ec1 t\u1ed1i \u01b0u, \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt gi\u00e0u kinh nghi\u1ec7m s\u1ebd gi\u00fap b\u1ea1n x\u1eed l\u00fd nhanh ch\u00f3ng. \u0110\u00e2y l\u00e0 \u0111i\u1ec3m kh\u00e1c bi\u1ec7t quan tr\u1ecdng gi\u1eefa nh\u00e0 cung c\u1ea5p chuy\u00ean nghi\u1ec7p v\u00e0 d\u1ecbch v\u1ee5 gi\u00e1 r\u1ebb.<\/p>\n<div id=\"attachment_22983\" style=\"width: 1210px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/gpu.vnso.vn\/\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-22983\" class=\"size-full wp-image-22983\" src=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/8x-NVIDIA-A100-Tensor-Core-80GB-GPU-tai-VNSO.jpg\" alt=\"8x NVIDIA A100 Tensor Core 80GB GPU t\u1ea1i VNSO\" width=\"1200\" height=\"624\" srcset=\"https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/8x-NVIDIA-A100-Tensor-Core-80GB-GPU-tai-VNSO.jpg 1200w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/8x-NVIDIA-A100-Tensor-Core-80GB-GPU-tai-VNSO-800x416.jpg 800w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/8x-NVIDIA-A100-Tensor-Core-80GB-GPU-tai-VNSO-1024x532.jpg 1024w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/8x-NVIDIA-A100-Tensor-Core-80GB-GPU-tai-VNSO-768x399.jpg 768w, https:\/\/vnso.vn\/wp-content\/uploads\/2025\/08\/8x-NVIDIA-A100-Tensor-Core-80GB-GPU-tai-VNSO-18x9.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a><p id=\"caption-attachment-22983\" class=\"wp-caption-text\">8x NVIDIA A100 Tensor Core 80GB GPU t\u1ea1i VNSO<\/p><\/div>\n<h3><strong>&gt;&gt;&gt; Xem th\u00eam: <a href=\"https:\/\/vnso.vn\/en\/thue-gpu-theo-gio-dung-thu-mien-phi-chi-tai-vnso\/\">Thu\u00ea GPU theo gi\u1edd &#8211; D\u00f9ng th\u1eed mi\u1ec5n ph\u00ed ch\u1ec9 t\u1ea1i VNSO<\/a><\/strong><\/h3>\n<h2 style=\"text-align: justify;\">Thu\u00ea GPU Train Model cho m\u1ecdi m\u00f4 h\u00ecnh AI \u0111\u01a1n gi\u1ea3n, ti\u1ebft ki\u1ec7m t\u1ea1i VNSO<\/h2>\n<p style=\"text-align: justify;\" data-start=\"2726\" data-end=\"2812\">Tr\u00ean th\u1ecb tr\u01b0\u1eddng c\u00f3 nhi\u1ec1u nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 thu\u00ea GPU train Model, nh\u01b0ng VNSO mang \u0111\u1ebfn nh\u1eefng l\u1ee3i th\u1ebf m\u00e0 \u00edt nh\u00e0 cung c\u1ea5p n\u00e0o \u0111\u00e1p \u1ee9ng \u0111\u01b0\u1ee3c tr\u1ecdn v\u1eb9n \u0111\u00f3 ch\u00ednh l\u00e0:<\/p>\n<p style=\"text-align: justify;\" data-start=\"2726\" data-end=\"2812\">&#8211; H\u00e0ng ch\u00ednh h\u00e3ng lu\u00f4n s\u1eb5n, \u0111\u1ea7y \u0111\u1ee7 CO\/CQ<\/p>\n<p style=\"text-align: justify;\" data-start=\"628\" data-end=\"680\">&#8211; Gi\u00e1 <em>thu\u00ea ho\u1eb7c mua<\/em> c\u1ea1nh tranh, ch\u00ednh s\u00e1ch linh ho\u1ea1t<\/p>\n<p style=\"text-align: justify;\" data-start=\"683\" data-end=\"715\">&#8211; Tri\u1ec3n khai nhanh trong 30 ph\u00fat<\/p>\n<p style=\"text-align: justify;\" data-start=\"718\" data-end=\"749\">&#8211; H\u1ec7 th\u1ed1ng \u1ed5n \u0111\u1ecbnh, b\u1ea3o m\u1eadt cao<\/p>\n<p style=\"text-align: justify;\" data-start=\"777\" data-end=\"849\">&#8211; Gi\u1ea3i ph\u00e1p t\u1ed1i \u01b0u chi ph\u00ed, kh\u00f4ng c\u1ea7n b\u1ecf ra h\u00e0ng tri\u1ec7u USD cho ph\u1ea7n c\u1ee9ng<\/p>\n<p style=\"text-align: justify;\" data-start=\"2817\" data-end=\"2904\">&#8211; D\u00f9ng th\u1eed mi\u1ec5n ph\u00ed: kh\u00f4ng ph\u1ea3i n\u01a1i n\u00e0o c\u0169ng cho ph\u00e9p ki\u1ec3m ch\u1ee9ng tr\u01b0\u1edbc khi tr\u1ea3 ph\u00ed.<\/p>\n<p style=\"text-align: justify;\" data-start=\"2908\" data-end=\"2975\">&#8211; \u0110\u1ecbnh gi\u00e1 r\u00f5 r\u00e0ng: t\u00ednh ph\u00ed theo gi\u1edd, kh\u00f4ng r\u00e0ng bu\u1ed9c d\u00e0i h\u1ea1n.<\/p>\n<p style=\"text-align: justify;\" data-start=\"2979\" data-end=\"3113\">&#8211; H\u1ed7 tr\u1ee3 k\u1ef9 thu\u1eadt 24\/7 t\u1eadn t\u00e2m: \u0111\u1ed9i ng\u0169 VNSO t\u01b0 v\u1ea5n c\u00e0i \u0111\u1eb7t, t\u1ed1i \u01b0u, gi\u00fap b\u1ea1n ti\u1ebft ki\u1ec7m th\u1eddi gian tri\u1ec3n khai.<\/p>\n<p style=\"text-align: justify;\" data-start=\"3117\" data-end=\"3210\">&#8211; H\u1ea1 t\u1ea7ng t\u1ea1i Vi\u1ec7t Nam: \u0111\u1ed9 tr\u1ec5 th\u1ea5p, \u0111\u01b0\u1eddng truy\u1ec1n \u1ed5n \u0111\u1ecbnh, ph\u00f9 h\u1ee3p kh\u00e1ch h\u00e0ng trong n\u01b0\u1edbc.<\/p>\n<p style=\"text-align: justify;\" data-start=\"3117\" data-end=\"3210\">VNSO cung c\u1ea5p <strong data-start=\"1341\" data-end=\"1375\">ch\u01b0\u01a1ng tr\u00ecnh d\u00f9ng th\u1eed mi\u1ec5n ph\u00ed<\/strong> d\u00e0nh cho kh\u00e1ch h\u00e0ng m\u1edbi. \u0110\u00e2y l\u00e0 c\u01a1 h\u1ed9i \u0111\u1ec3 b\u1ea1n ki\u1ec3m ch\u1ee9ng hi\u1ec7u n\u0103ng GPU, \u0111\u1ed9 \u1ed5n \u0111\u1ecbnh h\u1ea1 t\u1ea7ng, t\u1ed1c \u0111\u1ed9 m\u1ea1ng v\u00e0 kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p m\u00f4i tr\u01b0\u1eddng AI\/ML tr\u01b0\u1edbc khi quy\u1ebft \u0111\u1ecbnh \u0111\u1ea7u t\u01b0 l\u00e2u d\u00e0i.<\/p>\n<p style=\"text-align: justify;\" data-start=\"182\" data-end=\"604\">&gt;&gt;&gt; \u0110\u0103ng k\u00fd ngay <a href=\"https:\/\/gpu.vnso.vn\/\"><strong>Server AI\/GPU, Cloud GPU VNSO<\/strong><\/a> \u2013 <em>t\u01b0 v\u1ea5n,<\/em><em> b\u00e1o gi\u00e1 &amp; d\u00f9ng th\u1eed mi\u1ec5n ph\u00ed<\/em>!<\/p>\n<p style=\"text-align: justify;\" data-start=\"5253\" data-end=\"5426\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f15879-o2\" 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\/23327#wpcf7-f15879-o2\" 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\/23327#wpcf7-f15879-o2\">\n<div style=\"display: none;\">\n<input type=\"hidden\" name=\"_wpcf7\" value=\"15879\" \/>\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-f15879-o2\" \/>\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\" 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=\"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=\"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=\"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 AI\" \/><span class=\"wpcf7-list-item-label\">Server AI<\/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=\"Server Colocation\" \/><span class=\"wpcf7-list-item-label\">Server Colocation<\/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;\"><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 \u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, chuy\u1ec3n \u0111\u1ed5i s\u1ed1, m\u00e1y ch\u1ee7 \u1ea3o VPS, Server, m\u00e1y ch\u1ee7 v\u1eadt l\u00fd, CDN\u2026 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 \u2013 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>Hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh AI \u0111\u00f2i h\u1ecfi s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n kh\u1ed5ng l\u1ed3, trong khi chi ph\u00ed \u0111\u1ea7u t\u01b0 ph\u1ea7n c\u1ee9ng GPU cao c\u1ea5p l\u1ea1i l\u00e0 r\u00e0o c\u1ea3n l\u1edbn v\u1edbi nhi\u1ec1u doanh nghi\u1ec7p v\u00e0 l\u1eadp tr\u00ecnh vi\u00ean. 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