{"id":25801,"date":"2025-07-30T11:28:42","date_gmt":"2025-07-30T04:28:42","guid":{"rendered":"https:\/\/vbee.vn\/blog\/?p=25801"},"modified":"2025-08-11T11:35:11","modified_gmt":"2025-08-11T04:35:11","slug":"xu-huong-va-vai-tro-cua-nvidia","status":"publish","type":"post","link":"https:\/\/vbee.vn\/blog\/nvidia\/xu-huong-va-vai-tro-cua-nvidia\/","title":{"rendered":"Xu h\u01b0\u1edbng v\u00e0 vai tr\u00f2 c\u1ee7a NVIDIA trong s\u1ef1 ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7 AI v\u00e0 Deep Learning"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\"><div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">N\u1ed9i dung ch\u00ednh<\/p><span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div><nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/vbee.vn\/blog\/nvidia\/xu-huong-va-vai-tro-cua-nvidia\/#1_Moi_lien_he_giua_NVIDIA_voi_AI_va_Deep_Learning\" >1. M\u1ed1i li\u00ean h\u1ec7 gi\u1eefa NVIDIA v\u1edbi AI v\u00e0 Deep Learning<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/vbee.vn\/blog\/nvidia\/xu-huong-va-vai-tro-cua-nvidia\/#11_Su_phat_trien_cua_NVIDIA_trong_linh_vuc_AI\" >1.1 S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a NVIDIA trong l\u0129nh v\u1ef1c AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/vbee.vn\/blog\/nvidia\/xu-huong-va-vai-tro-cua-nvidia\/#12_Cong_nghe_GPU_va_tam_quan_trong_trong_AI_va_Deep_Learning\" >1.2 C\u00f4ng ngh\u1ec7 GPU v\u00e0 t\u1ea7m quan tr\u1ecdng trong AI v\u00e0 Deep Learning<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/vbee.vn\/blog\/nvidia\/xu-huong-va-vai-tro-cua-nvidia\/#2_Vi_sao_noi_den_AI_la_phai_nhac_den_NVIDIA\" >2. V\u00ec sao n\u00f3i \u0111\u1ebfn AI l\u00e0 ph\u1ea3i nh\u1eafc \u0111\u1ebfn NVIDIA?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/vbee.vn\/blog\/nvidia\/xu-huong-va-vai-tro-cua-nvidia\/#21_Dong_gop_noi_bat_cua_NVIDIA_trong_AI\" >2.1 \u0110\u00f3ng g\u00f3p n\u1ed5i b\u1eadt c\u1ee7a NVIDIA trong AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/vbee.vn\/blog\/nvidia\/xu-huong-va-vai-tro-cua-nvidia\/#22_Su_thong_tri_cua_NVIDIA_trong_thi_truong_GPU_cho_AI\" >2.2 S\u1ef1 th\u1ed1ng tr\u1ecb c\u1ee7a NVIDIA trong th\u1ecb tr\u01b0\u1eddng GPU cho AI<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/vbee.vn\/blog\/nvidia\/xu-huong-va-vai-tro-cua-nvidia\/#3_Tong_quan_ve_xu_huong_AI_va_Deep_Learning_hien_nay\" >3. T\u1ed5ng quan v\u1ec1 xu h\u01b0\u1edbng AI v\u00e0 Deep Learning hi\u1ec7n nay<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/vbee.vn\/blog\/nvidia\/xu-huong-va-vai-tro-cua-nvidia\/#31_Su_bung_no_cua_AI_tren_toan_cau\" >3.1 S\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a AI tr\u00ean to\u00e0n c\u1ea7u<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/vbee.vn\/blog\/nvidia\/xu-huong-va-vai-tro-cua-nvidia\/#32_Nhung_tien_bo_moi_trong_Deep_Learning\" >3.2 Nh\u1eefng ti\u1ebfn b\u1ed9 m\u1edbi trong Deep Learning<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/vbee.vn\/blog\/nvidia\/xu-huong-va-vai-tro-cua-nvidia\/#4_Vai_tro_cua_NVIDIA_trong_su_phat_trien_AI\" >4. Vai tr\u00f2 c\u1ee7a NVIDIA trong s\u1ef1 ph\u00e1t tri\u1ec3n AI<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/vbee.vn\/blog\/nvidia\/xu-huong-va-vai-tro-cua-nvidia\/#41_Giai_phap_phan_cung_cua_NVIDIA\" >4.1 Gi\u1ea3i ph\u00e1p ph\u1ea7n c\u1ee9ng c\u1ee7a NVIDIA<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/vbee.vn\/blog\/nvidia\/xu-huong-va-vai-tro-cua-nvidia\/#42_Giai_phap_phan_mem_cua_NVIDIA\" >4.2 Gi\u1ea3i ph\u00e1p ph\u1ea7n m\u1ec1m c\u1ee7a NVIDIA<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/vbee.vn\/blog\/nvidia\/xu-huong-va-vai-tro-cua-nvidia\/#43_Anh_huong_den_nghien_cuu_va_ung_dung_AI\" >4.3 \u1ea2nh h\u01b0\u1edfng \u0111\u1ebfn nghi\u00ean c\u1ee9u v\u00e0 \u1ee9ng d\u1ee5ng AI<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/vbee.vn\/blog\/nvidia\/xu-huong-va-vai-tro-cua-nvidia\/#5_NVIDIA_dinh_hinh_xu_huong_AI_tuong_lai_nhu_the_nao\" >5. NVIDIA \u0111\u1ecbnh h\u00ecnh xu h\u01b0\u1edbng AI t\u01b0\u01a1ng lai nh\u01b0 th\u1ebf n\u00e0o?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/vbee.vn\/blog\/nvidia\/xu-huong-va-vai-tro-cua-nvidia\/#6_Cau_hoi_thuong_gap\" >6. C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/vbee.vn\/blog\/nvidia\/xu-huong-va-vai-tro-cua-nvidia\/#61_NVIDIA_la_gi_va_tai_sao_ho_quan_trong_doi_voi_AI\" >6.1 NVIDIA l\u00e0 g\u00ec v\u00e0 t\u1ea1i sao h\u1ecd quan tr\u1ecdng \u0111\u1ed1i v\u1edbi AI?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/vbee.vn\/blog\/nvidia\/xu-huong-va-vai-tro-cua-nvidia\/#62_Cac_san_pham_chinh_cua_NVIDIA_ho_tro_AI_la_gi\" >6.2 C\u00e1c s\u1ea3n ph\u1ea9m ch\u00ednh c\u1ee7a NVIDIA h\u1ed7 tr\u1ee3 AI l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/vbee.vn\/blog\/nvidia\/xu-huong-va-vai-tro-cua-nvidia\/#63_Tuong_lai_cua_AI_se_nhu_the_nao_voi_su_tham_gia_cua_NVIDIA\" >6.3 T\u01b0\u01a1ng lai c\u1ee7a AI s\u1ebd nh\u01b0 th\u1ebf n\u00e0o v\u1edbi s\u1ef1 tham gia c\u1ee7a NVIDIA?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/vbee.vn\/blog\/nvidia\/xu-huong-va-vai-tro-cua-nvidia\/#64_Lam_the_nao_de_cac_doanh_nghiep_nho_va_vua_co_the_tan_dung_cong_nghe_AI_cua_NVIDIA\" >6.4 L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 c\u00e1c doanh nghi\u1ec7p nh\u1ecf v\u00e0 v\u1eeba c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng c\u00f4ng ngh\u1ec7 AI c\u1ee7a NVIDIA?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div><p><strong>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 h\u1ecdc s\u00e2u (Deep Learning) \u0111ang \u0111\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai c\u00f4ng ngh\u1ec7 v\u00e0 NVIDIA l\u00e0 nh\u00e2n t\u1ed1 c\u1ed1t l\u00f5i \u0111\u1ee9ng sau s\u1ef1 b\u00f9ng n\u1ed5 n\u00e0y. B\u00e0i vi\u1ebft sau \u0111\u00e2y s\u1ebd l\u00e0m r\u00f5 xu h\u01b0\u1edbng v\u00e0 vai tr\u00f2 c\u1ee7a NVIDIA trong s\u1ef1 ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7 AI v\u00e0 Deep Learning hi\u1ec7n nay.<\/strong><\/p><p style=\"text-align: center;\"><p><iframe style=\"position: relative; top: 0px; border: none;\" title=\"H\u01b0\u1edbng d\u1eabn s\u1eed d\u1ee5ng\" src=\"https:\/\/vbee.vn\/demo\" width=\"100%\" height=\"320\"><\/iframe><\/p><h2><span class=\"ez-toc-section\" id=\"1_Moi_lien_he_giua_NVIDIA_voi_AI_va_Deep_Learning\"><\/span>1. M\u1ed1i li\u00ean h\u1ec7 gi\u1eefa NVIDIA v\u1edbi AI v\u00e0 Deep Learning<span class=\"ez-toc-section-end\"><\/span><\/h2><h3><span class=\"ez-toc-section\" id=\"11_Su_phat_trien_cua_NVIDIA_trong_linh_vuc_AI\"><\/span>1.1 S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a NVIDIA trong l\u0129nh v\u1ef1c AI<span class=\"ez-toc-section-end\"><\/span><\/h3><p>NVIDIA \u0111\u00e3 c\u00f3 m\u1ed9t chuy\u1ec3n m\u00ecnh \u0111\u00e1ng kinh ng\u1ea1c, t\u1eeb m\u1ed9t c\u00f4ng ty chuy\u00ean v\u1ec1 <a href=\"https:\/\/vbee.vn\/blog\/nvidia\/gpu-cua-nvidia\/\">card \u0111\u1ed3 h\u1ecda<\/a> cho game th\u1ee7 tr\u1edf th\u00e0nh m\u1ed9t th\u1ebf l\u1ef1c d\u1eabn \u0111\u1ea7u trong l\u0129nh v\u1ef1c AI. Cu\u1ed9c c\u00e1ch m\u1ea1ng n\u00e0y b\u1eaft \u0111\u1ea7u v\u00e0o n\u0103m 2006, khi NVIDIA gi\u1edbi thi\u1ec7u ki\u1ebfn tr\u00fac <a href=\"https:\/\/vbee.vn\/blog\/nvidia\/cuda\/\">CUDA<\/a>, cho ph\u00e9p c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n l\u1eadp tr\u00ecnh GPU cho c\u00e1c m\u1ee5c \u0111\u00edch t\u00ednh to\u00e1n t\u1ed5ng qu\u00e1t ch\u1ee9 kh\u00f4ng ch\u1ec9 \u0111\u1ed3 h\u1ecda. \u0110\u00e2y l\u00e0 b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 \u0111\u1ea7u ti\u00ean \u0111\u01b0a NVIDIA ti\u1ebfn g\u1ea7n h\u01a1n v\u1edbi AI.<\/p><p>N\u0103m 2012 \u0111\u00e1nh d\u1ea5u m\u1ed9t c\u1ed9t m\u1ed1c quan tr\u1ecdng khi m\u1ed9t m\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh s\u1eed d\u1ee5ng GPU NVIDIA gi\u00e0nh chi\u1ebfn th\u1eafng trong cu\u1ed9c thi nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh ImageNet, ch\u1ee9ng minh s\u1ee9c m\u1ea1nh v\u01b0\u1ee3t tr\u1ed9i c\u1ee7a GPU trong c\u00e1c b\u00e0i to\u00e1n <a href=\"https:\/\/vbee.vn\/blog\/ai\/deep-learning\/\">h\u1ecdc s\u00e2u<\/a>. T\u1eeb \u0111\u00f3, NVIDIA \u0111\u00e3 \u0111\u1ea7u t\u01b0 m\u1ea1nh m\u1ebd v\u00e0o nghi\u00ean c\u1ee9u AI, ph\u00e1t tri\u1ec3n c\u00e1c d\u00f2ng GPU chuy\u00ean d\u1ee5ng cho AI nh\u01b0 Tesla, v\u00e0 x\u00e2y d\u1ef1ng h\u1ec7 sinh th\u00e1i ph\u1ea7n m\u1ec1m to\u00e0n di\u1ec7n h\u1ed7 tr\u1ee3 c\u00e1c \u1ee9ng d\u1ee5ng AI.<\/p><p>Cho \u0111\u1ebfn nay, NVIDIA ti\u1ebfp t\u1ee5c c\u1ee7ng c\u1ed1 v\u1ecb th\u1ebf c\u1ee7a m\u00ecnh v\u1edbi vi\u1ec7c ra m\u1eaft c\u00e1c s\u1ea3n ph\u1ea9m m\u1edbi nh\u01b0 GPU H200 v\u00e0 c\u00e1c c\u1ea3i ti\u1ebfn trong n\u1ec1n t\u1ea3ng DGX, \u0111\u1ed3ng th\u1eddi m\u1edf r\u1ed9ng h\u1ee3p t\u00e1c v\u1edbi c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 l\u1edbn nh\u01b0 TSMC \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o ngu\u1ed3n cung chip ti\u00ean ti\u1ebfn. Hi\u1ec7n t\u1ea1i, NVIDIA \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng ty tr\u1ecb gi\u00e1 g\u1ea7n 3 ngh\u00ecn t\u1ef7 USD, ph\u1ea7n l\u1edbn nh\u1edd v\u00e0o v\u1ecb th\u1ebf d\u1eabn \u0111\u1ea7u trong th\u1ecb tr\u01b0\u1eddng AI.<\/p><figure id=\"attachment_25814\" aria-describedby=\"caption-attachment-25814\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-25814\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/Su-phat-trien-cua-NVIDIA-trong-linh-vuc-AI.webp\" alt=\"S\u1ef1 ph\u00e1t tri\u1ec3n \u0111\u1ed9t ph\u00e1 v\u1ec1 hi\u1ec7u su\u1ea5t AI c\u1ee7a NVIDIA trong th\u1eadp k\u1ef7 qua.\" width=\"768\" height=\"433\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/Su-phat-trien-cua-NVIDIA-trong-linh-vuc-AI.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/Su-phat-trien-cua-NVIDIA-trong-linh-vuc-AI-300x169.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-25814\" class=\"wp-caption-text\">S\u1ef1 ph\u00e1t tri\u1ec3n \u0111\u1ed9t ph\u00e1 v\u1ec1 hi\u1ec7u su\u1ea5t AI c\u1ee7a NVIDIA trong th\u1eadp k\u1ef7 qua.<\/figcaption><\/figure><h3><span class=\"ez-toc-section\" id=\"12_Cong_nghe_GPU_va_tam_quan_trong_trong_AI_va_Deep_Learning\"><\/span>1.2 C\u00f4ng ngh\u1ec7 GPU v\u00e0 t\u1ea7m quan tr\u1ecdng trong AI v\u00e0 Deep Learning<span class=\"ez-toc-section-end\"><\/span><\/h3><p>V\u00ec sao GPU l\u1ea1i \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong AI v\u00e0 Deep Learning? C\u00e2u tr\u1ea3 l\u1eddi n\u1eb1m \u1edf ki\u1ebfn tr\u00fac \u0111\u1ed9c \u0111\u00e1o c\u1ee7a GPU. Kh\u00e1c v\u1edbi CPU truy\u1ec1n th\u1ed1ng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c t\u00e1c v\u1ee5 tu\u1ea7n t\u1ef1 v\u1edbi s\u1ed1 l\u01b0\u1ee3ng nh\u1ecf l\u00f5i x\u1eed l\u00fd m\u1ea1nh, GPU \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng v\u1edbi h\u00e0ng ngh\u00ecn l\u00f5i nh\u1ecf h\u01a1n, t\u1ed1i \u01b0u h\u00f3a cho vi\u1ec7c x\u1eed l\u00fd song song nhi\u1ec1u ph\u00e9p t\u00ednh \u0111\u01a1n gi\u1ea3n c\u00f9ng l\u00fac.<\/p><p>C\u00e1c thu\u1eadt to\u00e1n Deep Learning \u0111\u00f2i h\u1ecfi ph\u1ea3i th\u1ef1c hi\u1ec7n h\u00e0ng tri\u1ec7u ph\u00e9p t\u00ednh ma tr\u1eadn song song, \u0111\u1eb7c bi\u1ec7t trong qu\u00e1 tr\u00ecnh hu\u1ea5n luy\u1ec7n m\u1ea1ng n\u01a1-ron ph\u1ee9c t\u1ea1p. V\u00ed d\u1ee5, khi hu\u1ea5n luy\u1ec7n m\u1ed9t m\u00f4 h\u00ecnh nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh, GPU c\u00f3 th\u1ec3 x\u1eed l\u00fd \u0111\u1ed3ng th\u1eddi nhi\u1ec1u <a href=\"https:\/\/vbee.vn\/blog\/google\/google-pixel\/\">pixel<\/a> v\u00e0 l\u1ecdc, gi\u00fap gi\u1ea3m th\u1eddi gian hu\u1ea5n luy\u1ec7n t\u1eeb nhi\u1ec1u tu\u1ea7n xu\u1ed1ng c\u00f2n v\u00e0i gi\u1edd. \u0110\u00e2y ch\u00ednh l\u00e0 l\u00fd do khi\u1ebfn GPU NVIDIA tr\u1edf n\u00ean kh\u00f4ng th\u1ec3 thi\u1ebfu trong c\u00e1c trung t\u00e2m nghi\u00ean c\u1ee9u AI tr\u00ean to\u00e0n c\u1ea7u.<\/p><p>M\u1ed9t nghi\u00ean c\u1ee9u t\u1eeb \u0110\u1ea1i h\u1ecdc Stanford cho th\u1ea5y, khi s\u1eed d\u1ee5ng GPU NVIDIA \u0111\u1ec3 hu\u1ea5n luy\u1ec7n m\u1ea1ng th\u1ea7n kinh s\u00e2u, t\u1ed1c \u0111\u1ed9 c\u00f3 th\u1ec3 t\u0103ng l\u00ean t\u1edbi 100 l\u1ea7n so v\u1edbi ch\u1ec9 s\u1eed d\u1ee5ng CPU. \u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 ti\u1ebft ki\u1ec7m th\u1eddi gian m\u00e0 c\u00f2n m\u1edf ra kh\u1ea3 n\u0103ng x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh ph\u1ee9c t\u1ea1p h\u01a1n, r\u1ed9ng l\u1edbn h\u01a1n tr\u01b0\u1edbc \u0111\u00e2y v\u1ed1n b\u1ecb gi\u1edbi h\u1ea1n b\u1edfi s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n.<\/p><figure id=\"attachment_25809\" aria-describedby=\"caption-attachment-25809\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-25809\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/Cong-nghe-GPU-va-tam-quan-trong-trong-AI-va-Deep-Learning.webp\" alt=\"T\u1ea7m quan tr\u1ecdng c\u1ee7a c\u00f4ng ngh\u1ec7 GPU \u0111\u1ed1i v\u1edbi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 h\u1ecdc s\u00e2u.\" width=\"768\" height=\"432\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/Cong-nghe-GPU-va-tam-quan-trong-trong-AI-va-Deep-Learning.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/Cong-nghe-GPU-va-tam-quan-trong-trong-AI-va-Deep-Learning-300x169.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-25809\" class=\"wp-caption-text\">T\u1ea7m quan tr\u1ecdng c\u1ee7a c\u00f4ng ngh\u1ec7 GPU \u0111\u1ed1i v\u1edbi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 h\u1ecdc s\u00e2u.<\/figcaption><\/figure><h2><span class=\"ez-toc-section\" id=\"2_Vi_sao_noi_den_AI_la_phai_nhac_den_NVIDIA\"><\/span>2. V\u00ec sao n\u00f3i \u0111\u1ebfn AI l\u00e0 ph\u1ea3i nh\u1eafc \u0111\u1ebfn NVIDIA?<span class=\"ez-toc-section-end\"><\/span><\/h2><h3><span class=\"ez-toc-section\" id=\"21_Dong_gop_noi_bat_cua_NVIDIA_trong_AI\"><\/span>2.1 \u0110\u00f3ng g\u00f3p n\u1ed5i b\u1eadt c\u1ee7a NVIDIA trong AI<span class=\"ez-toc-section-end\"><\/span><\/h3><p>M\u1ed9t trong nh\u1eefng \u0111\u00f3ng g\u00f3p \u0111\u00e1ng ch\u00fa \u00fd nh\u1ea5t c\u1ee7a NVIDIA cho s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a AI ch\u00ednh l\u00e0 n\u1ec1n t\u1ea3ng l\u1eadp tr\u00ecnh CUDA. Ra m\u1eaft v\u00e0o n\u0103m 2006, CUDA \u0111\u00e3 t\u1ea1o ra m\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng v\u1ec1 c\u00e1ch c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n t\u1eadn d\u1ee5ng s\u1ee9c m\u1ea1nh c\u1ee7a GPU. Tr\u01b0\u1edbc CUDA, vi\u1ec7c l\u1eadp tr\u00ecnh cho GPU \u0111\u00f2i h\u1ecfi hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc v\u1ec1 \u0111\u1ed3 h\u1ecda m\u00e1y t\u00ednh v\u00e0 c\u00e1c <a href=\"https:\/\/vbee.vn\/blog\/chia-se\/api-la-gi\/\">API<\/a> ph\u1ee9c t\u1ea1p. CUDA \u0111\u00e3 \u0111\u01a1n gi\u1ea3n h\u00f3a qu\u00e1 tr\u00ecnh n\u00e0y, cho ph\u00e9p l\u1eadp tr\u00ecnh vi\u00ean vi\u1ebft code t\u00ednh to\u00e1n tr\u00ean GPU b\u1eb1ng nh\u1eefng ng\u00f4n ng\u1eef quen thu\u1ed9c nh\u01b0 C\/C++.<\/p><p>NVIDIA c\u0169ng ph\u00e1t tri\u1ec3n cuDNN (CUDA Deep Neural Network library), m\u1ed9t th\u01b0 vi\u1ec7n \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a gi\u00fap t\u0103ng t\u1ed1c c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc s\u00e2u ph\u1ed5 bi\u1ebfn. Th\u01b0 vi\u1ec7n n\u00e0y \u0111\u00e3 tr\u1edf th\u00e0nh n\u1ec1n t\u1ea3ng cho h\u1ea7u h\u1ebft c\u00e1c framework AI ph\u1ed5 bi\u1ebfn nh\u01b0 <a href=\"https:\/\/vbee.vn\/blog\/google\/tensorflow\/\">TensorFlow<\/a>, PyTorch v\u00e0 MXNet. Theo th\u1ed1ng k\u00ea t\u1eeb NVIDIA, cuDNN phi\u00ean b\u1ea3n m\u1edbi nh\u1ea5t v\u00e0o n\u0103m 2025 \u0111\u00e3 t\u0103ng t\u1ed1c hi\u1ec7u su\u1ea5t c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u l\u00ean \u0111\u1ebfn 12 l\u1ea7n so v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p truy\u1ec1n th\u1ed1ng.<\/p><p>M\u1ed9t \u0111\u00f3ng g\u00f3p quan tr\u1ecdng kh\u00e1c l\u00e0 s\u1ef1 ra \u0111\u1eddi c\u1ee7a c\u00e1c <a href=\"https:\/\/vbee.vn\/blog\/nvidia\/tensor-core\/\">l\u00f5i Tensor<\/a> chuy\u00ean d\u1ee5ng trong ki\u1ebfn tr\u00fac GPU Volta v\u00e0 sau n\u00e0y. C\u00e1c l\u00f5i Tensor n\u00e0y \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1eb7c bi\u1ec7t \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c ph\u00e9p nh\u00e2n ma tr\u1eadn, ph\u00e9p to\u00e1n c\u1ed1t l\u00f5i trong Deep Learning, v\u00e0 c\u00f3 th\u1ec3 t\u0103ng hi\u1ec7u su\u1ea5t l\u00ean \u0111\u1ebfn 15 l\u1ea7n so v\u1edbi GPU th\u1ebf h\u1ec7 tr\u01b0\u1edbc \u0111\u00f3 khi ch\u1ea1y c\u00e1c t\u00e1c v\u1ee5 AI, \u0111\u1eb7c bi\u1ec7t trong ki\u1ebfn tr\u00fac Blackwell m\u1edbi.<\/p><figure id=\"attachment_25810\" aria-describedby=\"caption-attachment-25810\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-25810\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/Dong-gop-noi-bat-cua-NVIDIA-trong-AI.webp\" alt=\"Top 5 GPU NVIDIA n\u1ed5i b\u1eadt d\u00e0nh cho AI &amp; Deep Learning.\" width=\"768\" height=\"461\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/Dong-gop-noi-bat-cua-NVIDIA-trong-AI.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/Dong-gop-noi-bat-cua-NVIDIA-trong-AI-300x180.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-25810\" class=\"wp-caption-text\">Top 5 GPU NVIDIA n\u1ed5i b\u1eadt d\u00e0nh cho AI &amp; Deep Learning.<\/figcaption><\/figure><h3><span class=\"ez-toc-section\" id=\"22_Su_thong_tri_cua_NVIDIA_trong_thi_truong_GPU_cho_AI\"><\/span>2.2 S\u1ef1 th\u1ed1ng tr\u1ecb c\u1ee7a NVIDIA trong th\u1ecb tr\u01b0\u1eddng GPU cho AI<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Th\u1ecb ph\u1ea7n c\u1ee7a NVIDIA trong l\u0129nh v\u1ef1c GPU cho AI l\u00e0 m\u1ed9t minh ch\u1ee9ng r\u00f5 r\u00e0ng cho v\u1ecb th\u1ebf th\u1ed1ng tr\u1ecb c\u1ee7a h\u1ecd. Theo b\u00e1o c\u00e1o c\u1ee7a New Street Research, NVIDIA chi\u1ebfm kho\u1ea3ng 92% th\u1ecb tr\u01b0\u1eddng GPU AI trong c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u v\u00e0o n\u0103m 2024, gi\u1ea3m nh\u1eb9 t\u1eeb 95% v\u00e0o n\u0103m 2023 do s\u1ef1 c\u1ea1nh tranh t\u1eeb AMD v\u00e0 Intel. Tuy nhi\u00ean, NVIDIA v\u1eabn duy tr\u00ec l\u1ee3i th\u1ebf v\u01b0\u1ee3t tr\u1ed9i nh\u1edd h\u1ec7 sinh th\u00e1i ph\u1ea7n m\u1ec1m m\u1ea1nh m\u1ebd.<\/p><p>S\u1ef1 th\u1ed1ng tr\u1ecb n\u00e0y kh\u00f4ng ch\u1ec9 th\u1ec3 hi\u1ec7n \u1edf ph\u1ea7n c\u1ee9ng m\u00e0 c\u00f2n \u1edf ph\u1ea7n m\u1ec1m v\u00e0 h\u1ec7 sinh th\u00e1i. NVIDIA \u0111\u00e3 x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 sinh th\u00e1i ph\u1ea7n m\u1ec1m AI \u0111\u1ed3 s\u1ed9 bao g\u1ed3m CUDA, cuDNN, TensorRT v\u00e0 nhi\u1ec1u th\u01b0 vi\u1ec7n chuy\u00ean d\u1ee5ng kh\u00e1c. H\u1ec7 sinh th\u00e1i n\u00e0y t\u1ea1o ra m\u1ed9t &#8220;h\u00e0ng r\u00e0o&#8221; b\u1ea3o v\u1ec7 l\u1ee3i th\u1ebf c\u1ea1nh tranh c\u1ee7a NVIDIA, khi\u1ebfn ngay c\u1ea3 khi c\u00e1c \u0111\u1ed1i th\u1ee7 c\u00f3 th\u1ec3 t\u1ea1o ra GPU c\u00f3 hi\u1ec7u n\u0103ng t\u01b0\u01a1ng \u0111\u01b0\u01a1ng, h\u1ecd v\u1eabn ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi <a href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/thach-thuc-han-che\/\">th\u00e1ch th\u1ee9c<\/a> to l\u1edbn trong vi\u1ec7c x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 sinh th\u00e1i ph\u1ea7n m\u1ec1m c\u1ea1nh tranh.<\/p><p>NVIDIA kh\u00f4ng ch\u1ec9 cung c\u1ea5p GPU cho c\u00e1c trung t\u00e2m <a href=\"https:\/\/vbee.vn\/blog\/ai\/cong-nghe-nen-tang-cua-ai\/\">d\u1eef li\u1ec7u l\u1edbn<\/a> m\u00e0 c\u00f2n m\u1edf r\u1ed9ng sang c\u00e1c th\u1ecb tr\u01b0\u1eddng chuy\u00ean bi\u1ec7t nh\u01b0 edge computing v\u1edbi d\u00f2ng s\u1ea3n ph\u1ea9m Jetson, v\u00e0 h\u1ec7 th\u1ed1ng xe t\u1ef1 l\u00e1i v\u1edbi n\u1ec1n t\u1ea3ng NVIDIA Drive. NVIDIA ra m\u1eaft DRIVE Thor, m\u1ed9t <a href=\"https:\/\/vbee.vn\/blog\/nvidia\/nvidia-drive\/\">n\u1ec1n t\u1ea3ng xe t\u1ef1 l\u00e1i<\/a> t\u00edch h\u1ee3p AI v\u1edbi hi\u1ec7u su\u1ea5t t\u00ednh to\u00e1n l\u00ean \u0111\u1ebfn 2.000 TOPS, t\u0103ng g\u1ea5p \u0111\u00f4i so v\u1edbi th\u1ebf h\u1ec7 tr\u01b0\u1edbc.<\/p><h2><span class=\"ez-toc-section\" id=\"3_Tong_quan_ve_xu_huong_AI_va_Deep_Learning_hien_nay\"><\/span>3. T\u1ed5ng quan v\u1ec1 xu h\u01b0\u1edbng AI v\u00e0 Deep Learning hi\u1ec7n nay<span class=\"ez-toc-section-end\"><\/span><\/h2><h3><span class=\"ez-toc-section\" id=\"31_Su_bung_no_cua_AI_tren_toan_cau\"><\/span>3.1 S\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a AI tr\u00ean to\u00e0n c\u1ea7u<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y ch\u1ee9ng ki\u1ebfn s\u1ef1 b\u00f9ng n\u1ed5 ch\u01b0a t\u1eebng c\u00f3 c\u1ee7a <a href=\"https:\/\/vbee.vn\/blog\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> tr\u00ean quy m\u00f4 to\u00e0n c\u1ea7u. Theo b\u00e1o c\u00e1o c\u1ee7a Grand View Research, th\u1ecb tr\u01b0\u1eddng AI to\u00e0n c\u1ea7u \u0111\u1ea1t gi\u00e1 tr\u1ecb 196,63 t\u1ef7 USD v\u00e0o n\u0103m 2024 v\u00e0 d\u1ef1 ki\u1ebfn s\u1ebd t\u0103ng tr\u01b0\u1edfng v\u1edbi t\u1ed1c \u0111\u1ed9 CAGR l\u00e0 36,6% t\u1eeb n\u0103m 2025 \u0111\u1ebfn 2030. S\u1ef1 ph\u00e1t tri\u1ec3n n\u00e0y \u0111\u01b0\u1ee3c th\u00fac \u0111\u1ea9y b\u1edfi nhu c\u1ea7u ng\u00e0y c\u00e0ng t\u0103ng v\u1ec1 AI trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 s\u1ea3n xu\u1ea5t, b\u00e1n l\u1ebb, t\u00e0i ch\u00ednh v\u00e0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe.<\/p><p>Trong l\u0129nh v\u1ef1c doanh nghi\u1ec7p, AI \u0111ang \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng ng\u00e0y c\u00e0ng r\u1ed9ng r\u00e3i \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng, c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng v\u00e0 ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m m\u1edbi. Theo McKinsey, v\u00e0o n\u0103m 2025, h\u01a1n 50% doanh nghi\u1ec7p to\u00e0n c\u1ea7u \u0111\u00e3 t\u00edch h\u1ee3p AI v\u00e0o \u00edt nh\u1ea5t m\u1ed9t quy tr\u00ecnh kinh doanh, t\u0103ng t\u1eeb 35% so v\u1edbi n\u0103m 2023, v\u1edbi m\u1ee9c ti\u1ebft ki\u1ec7m chi ph\u00ed trung b\u00ecnh l\u00ean \u0111\u1ebfn 18%.<\/p><figure id=\"attachment_25813\" aria-describedby=\"caption-attachment-25813\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-25813\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/Su-bung-no-cua-AI-tren-toan-cau.webp\" alt=\"Th\u1ebf gi\u1edbi b\u01b0\u1edbc v\u00e0o k\u1ef7 nguy\u00ean b\u00f9ng n\u1ed5 c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.\" width=\"768\" height=\"432\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/Su-bung-no-cua-AI-tren-toan-cau.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/Su-bung-no-cua-AI-tren-toan-cau-300x169.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-25813\" class=\"wp-caption-text\">Th\u1ebf gi\u1edbi b\u01b0\u1edbc v\u00e0o k\u1ef7 nguy\u00ean b\u00f9ng n\u1ed5 c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/figcaption><\/figure><h3><span class=\"ez-toc-section\" id=\"32_Nhung_tien_bo_moi_trong_Deep_Learning\"><\/span>3.2 Nh\u1eefng ti\u1ebfn b\u1ed9 m\u1edbi trong Deep Learning<span class=\"ez-toc-section-end\"><\/span><\/h3><p>L\u0129nh v\u1ef1c h\u1ecdc s\u00e2u (Deep Learning) \u0111\u00e3 ch\u1ee9ng ki\u1ebfn nh\u1eefng b\u01b0\u1edbc ti\u1ebfn v\u01b0\u1ee3t b\u1eadc trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y, v\u1edbi s\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a c\u00e1c ki\u1ebfn tr\u00fac m\u1ea1ng n\u01a1-ron ti\u00ean ti\u1ebfn v\u00e0 c\u00e1c k\u1ef9 thu\u1eadt hu\u1ea5n luy\u1ec7n m\u1edbi. Ki\u1ebfn tr\u00fac Transformer ti\u1ebfp t\u1ee5c l\u00e0 n\u1ec1n t\u1ea3ng cho c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn, v\u1edbi c\u00e1c c\u1ea3i ti\u1ebfn nh\u01b0 Transformer-XL v\u00e0 Sparse Transformers, gi\u00fap gi\u1ea3m chi ph\u00ed t\u00ednh to\u00e1n v\u00e0 t\u0103ng hi\u1ec7u qu\u1ea3 x\u1eed l\u00fd d\u1eef li\u1ec7u d\u00e0i.<\/p><p>M\u1ed9t xu h\u01b0\u1edbng quan tr\u1ecdng l\u00e0 s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh \u0111a ph\u01b0\u01a1ng th\u1ee9c (multimodal), c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd v\u00e0 k\u1ebft h\u1ee3p nhi\u1ec1u d\u1ea1ng d\u1eef li\u1ec7u nh\u01b0 v\u0103n b\u1ea3n, h\u00ecnh \u1ea3nh v\u00e0 \u00e2m thanh. C\u00e1c m\u00f4 h\u00ecnh nh\u01b0 <a href=\"https:\/\/vbee.vn\/blog\/openai\/dall-e\/\">DALL-E<\/a> 4 v\u00e0 Stable Diffusion 3 \u0111\u00e3 c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng t\u1ea1o n\u1ed9i dung h\u00ecnh \u1ea3nh v\u00e0 video v\u1edbi \u0111\u1ed9 ch\u00e2n th\u1ef1c g\u1ea7n nh\u01b0 ho\u00e0n h\u1ea3o, \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi GPU NVIDIA H200.<\/p><p>S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a h\u1ecdc t\u0103ng c\u01b0\u1eddng (Reinforcement Learning) c\u0169ng ti\u1ebfp t\u1ee5c \u0111\u1ea1t \u0111\u01b0\u1ee3c nh\u1eefng b\u01b0\u1edbc ti\u1ebfn, v\u1edbi c\u00e1c \u1ee9ng d\u1ee5ng m\u1edbi trong robot h\u1ecdc v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f4ng nghi\u1ec7p.<\/p><figure id=\"attachment_25811\" aria-describedby=\"caption-attachment-25811\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-25811\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/Nhung-tien-bo-moi-trong-Deep-Learning.webp\" alt=\"Nh\u1eefng b\u01b0\u1edbc ti\u1ebfn n\u1ed5i b\u1eadt g\u1ea7n \u0111\u00e2y c\u1ee7a Deep Learning.\" width=\"768\" height=\"543\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/Nhung-tien-bo-moi-trong-Deep-Learning.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/Nhung-tien-bo-moi-trong-Deep-Learning-300x212.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-25811\" class=\"wp-caption-text\">Nh\u1eefng b\u01b0\u1edbc ti\u1ebfn n\u1ed5i b\u1eadt g\u1ea7n \u0111\u00e2y c\u1ee7a Deep Learning.<\/figcaption><\/figure><h2><span class=\"ez-toc-section\" id=\"4_Vai_tro_cua_NVIDIA_trong_su_phat_trien_AI\"><\/span>4. Vai tr\u00f2 c\u1ee7a NVIDIA trong s\u1ef1 ph\u00e1t tri\u1ec3n AI<span class=\"ez-toc-section-end\"><\/span><\/h2><h3><span class=\"ez-toc-section\" id=\"41_Giai_phap_phan_cung_cua_NVIDIA\"><\/span>4.1 Gi\u1ea3i ph\u00e1p ph\u1ea7n c\u1ee9ng c\u1ee7a NVIDIA<span class=\"ez-toc-section-end\"><\/span><\/h3><p>NVIDIA \u0111\u00e3 ph\u00e1t tri\u1ec3n m\u1ed9t lo\u1ea1t gi\u1ea3i ph\u00e1p ph\u1ea7n c\u1ee9ng chuy\u00ean d\u1ee5ng cho AI, trong \u0111\u00f3 h\u1ec7 th\u1ed1ng DGX l\u00e0 minh ch\u1ee9ng r\u00f5 n\u00e9t nh\u1ea5t cho s\u1ef1 cam k\u1ebft c\u1ee7a h\u1ecd \u0111\u1ed1i v\u1edbi l\u0129nh v\u1ef1c n\u00e0y. DGX B200 ra m\u1eaft v\u00e0o n\u0103m 2025 d\u1ef1a tr\u00ean ki\u1ebfn tr\u00fac Blackwell, t\u00edch h\u1ee3p 8 GPU B200 Tensor Core, mang l\u1ea1i s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n l\u00ean \u0111\u1ebfn 40 petaFLOPS cho AI, t\u0103ng 25% so v\u1edbi DGX H100.<\/p><p>Ngo\u00e0i DGX, NVIDIA ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n d\u00f2ng GPU H200 v\u00e0 B200 cho trung t\u00e2m d\u1eef li\u1ec7u, mang \u0111\u1ebfn nh\u1eefng \u0111\u1ed9t ph\u00e1 v\u1ec1 hi\u1ec7u su\u1ea5t AI.<\/p><p>S\u1ef1 ra \u0111\u1eddi c\u1ee7a GPU Grace Hopper Superchip, k\u1ebft h\u1ee3p gi\u1eefa CPU ARM Grace v\u00e0 GPU H200 v\u1edbi hi\u1ec7u su\u1ea5t n\u0103ng l\u01b0\u1ee3ng t\u0103ng 30%, gi\u00fap gi\u1ea3m chi ph\u00ed v\u1eadn h\u00e0nh cho c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u AI quy m\u00f4 l\u1edbn.<\/p><h3><span class=\"ez-toc-section\" id=\"42_Giai_phap_phan_mem_cua_NVIDIA\"><\/span>4.2 Gi\u1ea3i ph\u00e1p ph\u1ea7n m\u1ec1m c\u1ee7a NVIDIA<span class=\"ez-toc-section-end\"><\/span><\/h3><p>B\u00ean c\u1ea1nh ph\u1ea7n c\u1ee9ng m\u1ea1nh m\u1ebd, NVIDIA ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n h\u1ec7 sinh th\u00e1i ph\u1ea7n m\u1ec1m to\u00e0n di\u1ec7n. NVIDIA TensorRT 10.0 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t suy lu\u1eadn AI l\u00ean \u0111\u1ebfn 40% so v\u1edbi phi\u00ean b\u1ea3n tr\u01b0\u1edbc, \u0111\u1eb7c bi\u1ec7t cho c\u00e1c m\u00f4 h\u00ecnh \u0111a ph\u01b0\u01a1ng th\u1ee9c v\u00e0 LLM.<\/p><p>NVIDIA AI Enterprise b\u1ed5 sung c\u00e1c c\u00f4ng c\u1ee5 m\u1edbi nh\u01b0 RAPIDS 2.0 cho ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 Merlin 2.0 cho h\u1ec7 th\u1ed1ng khuy\u1ebfn ngh\u1ecb, gi\u00fap doanh nghi\u1ec7p tri\u1ec3n khai AI nhanh ch\u00f3ng h\u01a1n. NeMo Framework h\u1ed7 tr\u1ee3 hu\u1ea5n luy\u1ec7n c\u00e1c m\u00f4 h\u00ecnh LLM v\u1edbi quy m\u00f4 l\u00ean \u0111\u1ebfn 1 ngh\u00ecn t\u1ef7 tham s\u1ed1, gi\u1ea3m 50% th\u1eddi gian hu\u1ea5n luy\u1ec7n nh\u1edd c\u00e1c k\u1ef9 thu\u1eadt ph\u00e2n v\u00f9ng m\u00f4 h\u00ecnh ti\u00ean ti\u1ebfn.<\/p><figure id=\"attachment_25815\" aria-describedby=\"caption-attachment-25815\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-25815\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/Vai-tro-cua-NVIDIA-trong-su-phat-trien-AI.webp\" alt=\"\u0110\u00f3ng g\u00f3p c\u1ee7a NVIDIA \u0111\u1ed1i v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a AI.\" width=\"768\" height=\"407\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/Vai-tro-cua-NVIDIA-trong-su-phat-trien-AI.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/Vai-tro-cua-NVIDIA-trong-su-phat-trien-AI-300x159.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-25815\" class=\"wp-caption-text\">\u0110\u00f3ng g\u00f3p c\u1ee7a NVIDIA \u0111\u1ed1i v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a AI.<\/figcaption><\/figure><h3><span class=\"ez-toc-section\" id=\"43_Anh_huong_den_nghien_cuu_va_ung_dung_AI\"><\/span>4.3 \u1ea2nh h\u01b0\u1edfng \u0111\u1ebfn nghi\u00ean c\u1ee9u v\u00e0 \u1ee9ng d\u1ee5ng AI<span class=\"ez-toc-section-end\"><\/span><\/h3><p>NVIDIA ti\u1ebfp t\u1ee5c th\u00fac \u0111\u1ea9y nghi\u00ean c\u1ee9u v\u00e0 \u1ee9ng d\u1ee5ng AI th\u00f4ng qua ch\u01b0\u01a1ng tr\u00ecnh Inceptio. Ch\u01b0\u01a1ng tr\u00ecnh Inception c\u1ee7a NVIDIA \u0111\u00e3 h\u1ed7 tr\u1ee3 h\u01a1n 15.000 startup AI v\u00e0 ch\u01b0\u01a1ng tr\u00ecnh Academic Hardware Grant cung c\u1ea5p h\u00e0ng ngh\u00ecn GPU mi\u1ec5n ph\u00ed cho c\u00e1c t\u1ed5 ch\u1ee9c gi\u00e1o d\u1ee5c v\u00e0 nghi\u00ean c\u1ee9u to\u00e0n c\u1ea7u. NVIDIA AI Labs h\u1ee3p t\u00e1c v\u1edbi c\u00e1c vi\u1ec7n nghi\u00ean c\u1ee9u h\u00e0ng \u0111\u1ea7u nh\u01b0 MIT v\u00e0 Stanford \u0111\u1ec3 ph\u00e1t tri\u1ec3n c\u00e1c thu\u1eadt to\u00e1n deep learning ti\u00ean ti\u1ebfn.<\/p><p>NVIDIA Research c\u00f4ng b\u1ed1 c\u00e1c nghi\u00ean c\u1ee9u m\u1edbi v\u1ec1 AI sinh th\u00e0nh v\u00e0 h\u1ecdc li\u00ean t\u1ee5c, v\u1edbi c\u00e1c b\u00e0i b\u00e1o t\u1ea1i h\u1ed9i ngh\u1ecb NeurIPS 2025 t\u1eadp trung v\u00e0o c\u00e1c m\u00f4 h\u00ecnh AI ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng. NVIDIA AI Labs c\u0169ng h\u1ee3p t\u00e1c v\u1edbi MIT v\u00e0 Stanford \u0111\u1ec3 ph\u00e1t tri\u1ec3n c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc s\u00e2u m\u1edbi, gi\u1ea3m 40% y\u00eau c\u1ea7u d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n cho c\u00e1c m\u00f4 h\u00ecnh AI.<\/p><h2><span class=\"ez-toc-section\" id=\"5_NVIDIA_dinh_hinh_xu_huong_AI_tuong_lai_nhu_the_nao\"><\/span>5. NVIDIA \u0111\u1ecbnh h\u00ecnh xu h\u01b0\u1edbng AI t\u01b0\u01a1ng lai nh\u01b0 th\u1ebf n\u00e0o?<span class=\"ez-toc-section-end\"><\/span><\/h2><p>NVIDIA c\u00f3 m\u1ed9t chi\u1ebfn l\u01b0\u1ee3c d\u00e0i h\u1ea1n r\u00f5 r\u00e0ng \u0111\u1ec3 duy tr\u00ec v\u1ecb th\u1ebf d\u1eabn \u0111\u1ea7u trong th\u1ecb tr\u01b0\u1eddng AI. CEO Jensen Huang nh\u1ea5n m\u1ea1nh t\u1ea7m nh\u00ecn v\u1ec1 m\u1ed9t &#8220;k\u1ef7 nguy\u00ean AI to\u00e0n di\u1ec7n&#8221;, n\u01a1i AI s\u1ebd th\u00e2m nh\u1eadp v\u00e0o m\u1ecdi kh\u00eda c\u1ea1nh c\u1ee7a \u0111\u1eddi s\u1ed1ng. NVIDIA kh\u00f4ng ch\u1ec9 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u hi\u1ec7n t\u1ea1i m\u00e0 c\u00f2n ti\u00ean phong trong vi\u1ec7c \u0111\u1ecbnh h\u00ecnh c\u00e1c xu h\u01b0\u1edbng AI t\u01b0\u01a1ng lai.<\/p><ul><li><strong>AI T\u1ea1o Sinh (Generative AI)<\/strong>: C\u00e1c \u1ee9ng d\u1ee5ng nh\u01b0 <a href=\"https:\/\/vbee.vn\/blog\/openai\/chatgpt\/\">ChatGPT<\/a>, DALL-E hay c\u00e1c c\u00f4ng c\u1ee5 t\u1ea1o video \u0111\u00f2i h\u1ecfi s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n kh\u1ed5ng l\u1ed3. GPU H100 v\u00e0 GH200 (Grace Hopper Superchip) c\u1ee7a NVIDIA cung c\u1ea5p hi\u1ec7u su\u1ea5t c\u1ea7n thi\u1ebft \u0111\u1ec3 hu\u1ea5n luy\u1ec7n v\u00e0 tri\u1ec3n khai c\u00e1c m\u00f4 h\u00ecnh n\u00e0y, gi\u00fap t\u1ea1o ra n\u1ed9i dung ch\u1ea5t l\u01b0\u1ee3ng cao v\u1edbi t\u1ed1c \u0111\u1ed9 nhanh h\u01a1n.<\/li><li><strong>AI t\u1ea1i Bi\u00ean (Edge AI)<\/strong>: D\u00f2ng s\u1ea3n ph\u1ea9m d\u00e0nh cho thi\u1ebft b\u1ecb bi\u00ean NVIDIA Jetson h\u1ed7 tr\u1ee3 c\u00e1c \u1ee9ng d\u1ee5ng nh\u01b0 robot, camera th\u00f4ng minh v\u00e0 thi\u1ebft b\u1ecb IoT. Jetson mang l\u1ea1i kh\u1ea3 n\u0103ng x\u1eed l\u00fd th\u1eddi gian th\u1ef1c v\u1edbi m\u1ee9c ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng th\u1ea5p, l\u00fd t\u01b0\u1edfng cho c\u00e1c \u1ee9ng d\u1ee5ng nh\u01b0 gi\u00e1m s\u00e1t an ninh ho\u1eb7c robot c\u00f4ng nghi\u1ec7p.<\/li><li><strong>M\u00f4 H\u00ecnh Ng\u00f4n Ng\u1eef L\u1edbn (LLM)<\/strong>: C\u00e1c m\u00f4 h\u00ecnh nh\u01b0 GPT-4 hay Llama y\u00eau c\u1ea7u s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n v\u01b0\u1ee3t tr\u1ed9i. H100 v\u00e0 GH200 c\u1ee7a NVIDIA cho ph\u00e9p hu\u1ea5n luy\u1ec7n v\u00e0 tri\u1ec3n khai c\u00e1c m\u00f4 h\u00ecnh v\u1edbi h\u00e0ng tr\u0103m t\u1ef7 tham s\u1ed1, m\u1edf ra k\u1ef7 nguy\u00ean c\u1ee7a c\u00e1c tr\u1ee3 l\u00fd AI th\u00f4ng minh h\u01a1n.<\/li><li><strong>AI B\u1ec1n V\u1eefng<\/strong>: NVIDIA t\u1eadp trung v\u00e0o t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t n\u0103ng l\u01b0\u1ee3ng trong c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u. C\u00e1c GPU nh\u01b0 H100 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 gi\u1ea3m ti\u00eau th\u1ee5 \u0111i\u1ec7n, h\u1ed7 tr\u1ee3 xu h\u01b0\u1edbng ph\u00e1t tri\u1ec3n AI th\u00e2n thi\u1ec7n v\u1edbi m\u00f4i tr\u01b0\u1eddng, \u0111\u00e1p \u1ee9ng nhu c\u1ea7u v\u1ec1 c\u00f4ng ngh\u1ec7 xanh.<\/li><\/ul><figure id=\"attachment_25812\" aria-describedby=\"caption-attachment-25812\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-25812\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/NVIDIA-dinh-hinh-xu-huong-AI-tuong-lai.webp\" alt=\"Vai tr\u00f2 c\u1ee7a NVIDIA trong vi\u1ec7c d\u1eabn d\u1eaft c\u00e1c xu h\u01b0\u1edbng AI t\u01b0\u01a1ng lai.\" width=\"768\" height=\"432\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/NVIDIA-dinh-hinh-xu-huong-AI-tuong-lai.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2025\/07\/NVIDIA-dinh-hinh-xu-huong-AI-tuong-lai-300x169.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-25812\" class=\"wp-caption-text\">Vai tr\u00f2 c\u1ee7a NVIDIA trong vi\u1ec7c d\u1eabn d\u1eaft c\u00e1c xu h\u01b0\u1edbng AI t\u01b0\u01a1ng lai.<\/figcaption><\/figure><h2><span class=\"ez-toc-section\" id=\"6_Cau_hoi_thuong_gap\"><\/span>6. C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p<span class=\"ez-toc-section-end\"><\/span><\/h2><h3><span class=\"ez-toc-section\" id=\"61_NVIDIA_la_gi_va_tai_sao_ho_quan_trong_doi_voi_AI\"><\/span>6.1 NVIDIA l\u00e0 g\u00ec v\u00e0 t\u1ea1i sao h\u1ecd quan tr\u1ecdng \u0111\u1ed1i v\u1edbi AI?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>NVIDIA l\u00e0 c\u00f4ng ty c\u00f4ng ngh\u1ec7 h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi chuy\u00ean s\u1ea3n xu\u1ea5t GPU v\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p \u0111i\u1ec7n to\u00e1n. H\u1ecd \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng \u0111\u1ed1i v\u1edbi AI v\u00ec GPU c\u1ee7a h\u1ecd cung c\u1ea5p s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n song song c\u1ea7n thi\u1ebft \u0111\u1ec3 hu\u1ea5n luy\u1ec7n v\u00e0 ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u ph\u1ee9c t\u1ea1p. Ki\u1ebfn tr\u00fac CUDA v\u00e0 h\u1ec7 sinh th\u00e1i ph\u1ea7n m\u1ec1m nh\u01b0 TensorRT \u0111\u00e3 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho h\u00e0ng ngh\u00ecn nh\u00e0 nghi\u00ean c\u1ee9u v\u00e0 doanh nghi\u1ec7p ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng AI ti\u00ean ti\u1ebfn.<\/p><h3><span class=\"ez-toc-section\" id=\"62_Cac_san_pham_chinh_cua_NVIDIA_ho_tro_AI_la_gi\"><\/span>6.2 C\u00e1c s\u1ea3n ph\u1ea9m ch\u00ednh c\u1ee7a NVIDIA h\u1ed7 tr\u1ee3 AI l\u00e0 g\u00ec?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>NVIDIA cung c\u1ea5p GPU H100\/H200\/B200, h\u1ec7 th\u1ed1ng DGX, n\u1ec1n t\u1ea3ng Jetson cho edge AI, v\u00e0 NVIDIA DRIVE cho xe t\u1ef1 h\u00e0nh. V\u1ec1 ph\u1ea7n m\u1ec1m, h\u1ecd cung c\u1ea5p CUDA, TensorRT 10.0, NVIDIA AI Enterprise 3.0, v\u00e0 Omniverse, t\u1ea1o th\u00e0nh m\u1ed9t h\u1ec7 sinh th\u00e1i ho\u00e0n ch\u1ec9nh cho ph\u00e1t tri\u1ec3n AI.<\/p><h3><span class=\"ez-toc-section\" id=\"63_Tuong_lai_cua_AI_se_nhu_the_nao_voi_su_tham_gia_cua_NVIDIA\"><\/span>6.3 T\u01b0\u01a1ng lai c\u1ee7a AI s\u1ebd nh\u01b0 th\u1ebf n\u00e0o v\u1edbi s\u1ef1 tham gia c\u1ee7a NVIDIA?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>V\u1edbi NVIDIA, AI s\u1ebd tr\u1edf n\u00ean m\u1ea1nh m\u1ebd h\u01a1n, ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng h\u01a1n v\u00e0 ph\u1ed5 bi\u1ebfn h\u01a1n. C\u00e1c d\u1ef1 \u00e1n nh\u01b0 Earth-2, Cambridge-1 v\u00e0 Project Insight cho th\u1ea5y NVIDIA \u0111ang \u0111\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai AI trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu, <a href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/linh-vuc\/y-te\/\">y t\u1ebf<\/a> v\u00e0 AGI.<\/p><h3><span class=\"ez-toc-section\" id=\"64_Lam_the_nao_de_cac_doanh_nghiep_nho_va_vua_co_the_tan_dung_cong_nghe_AI_cua_NVIDIA\"><\/span>6.4 L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 c\u00e1c doanh nghi\u1ec7p nh\u1ecf v\u00e0 v\u1eeba c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng c\u00f4ng ngh\u1ec7 AI c\u1ee7a NVIDIA?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Doanh nghi\u1ec7p nh\u1ecf v\u00e0 v\u1eeba c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y t\u00edch h\u1ee3p GPU NVIDIA t\u1eeb AWS, Google Cloud ho\u1eb7c Azure; tham gia ch\u01b0\u01a1ng tr\u00ecnh Inception; \u00e1p d\u1ee5ng c\u00e1c gi\u1ea3i ph\u00e1p nh\u01b0 NVIDIA Metropolis ho\u1eb7c Clara Holoscan; v\u00e0 s\u1eed d\u1ee5ng GPU RTX cho c\u00e1c \u1ee9ng d\u1ee5ng AI nh\u1ecf h\u01a1n.<\/p><p>NVIDIA kh\u00f4ng ch\u1ec9 l\u00e0 nh\u00e0 cung c\u1ea5p GPU m\u00e0 c\u00f2n l\u00e0 l\u1ef1c \u0111\u1ea9y quan tr\u1ecdng \u0111\u1ecbnh h\u00ecnh xu h\u01b0\u1edbng AI v\u00e0 Deep Learning to\u00e0n c\u1ea7u. V\u1edbi h\u1ec7 sinh th\u00e1i ph\u1ea7n c\u1ee9ng \u2013 ph\u1ea7n m\u1ec1m to\u00e0n di\u1ec7n v\u00e0 chi\u1ebfn l\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng, NVIDIA \u0111ang d\u1eabn \u0111\u1ea7u k\u1ef7 nguy\u00ean AI, \u0111\u1ed3ng th\u1eddi m\u1edf \u0111\u01b0\u1eddng cho t\u01b0\u01a1ng lai n\u01a1i AI hi\u1ec7n di\u1ec7n trong m\u1ecdi l\u0129nh v\u1ef1c c\u1ee7a cu\u1ed9c s\u1ed1ng.<\/p>","protected":false},"excerpt":{"rendered":"<p>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 h\u1ecdc s\u00e2u (Deep Learning) \u0111ang \u0111\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai c\u00f4ng ngh\u1ec7 v\u00e0 NVIDIA l\u00e0 nh\u00e2n t\u1ed1 c\u1ed1t l\u00f5i \u0111\u1ee9ng sau s\u1ef1 b\u00f9ng n\u1ed5 n\u00e0y. B\u00e0i vi\u1ebft sau \u0111\u00e2y s\u1ebd l\u00e0m r\u00f5 xu h\u01b0\u1edbng v\u00e0 vai tr\u00f2 c\u1ee7a NVIDIA trong s\u1ef1 ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7 AI v\u00e0 Deep Learning hi\u1ec7n&#8230;<\/p>\n","protected":false},"author":17,"featured_media":25816,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[227],"tags":[],"class_list":["post-25801","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-nvidia"],"_links":{"self":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts\/25801","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/comments?post=25801"}],"version-history":[{"count":3,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts\/25801\/revisions"}],"predecessor-version":[{"id":25821,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts\/25801\/revisions\/25821"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/media\/25816"}],"wp:attachment":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/media?parent=25801"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/categories?post=25801"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/tags?post=25801"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}