{"id":99704,"date":"2024-09-28T08:56:15","date_gmt":"2024-09-28T01:56:15","guid":{"rendered":"https:\/\/phongvu.vn\/cong-nghe\/?p=99704"},"modified":"2024-10-23T07:46:45","modified_gmt":"2024-10-23T00:46:45","slug":"tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core","status":"publish","type":"post","link":"https:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/","title":{"rendered":"Tensor Core l\u00e0 g\u00ec? T\u1ea5t t\u1ea7n t\u1eadt nh\u1eefng th\u1ee9 v\u1ec1 Tensor Core"},"content":{"rendered":"\n<p>B\u1ea1n \u0111\u00e3 bao gi\u1edd t\u1ef1 h\u1ecfi l\u00e0m th\u1ebf n\u00e0o c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y c\u00f3 th\u1ec3 nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t, d\u1ecbch ng\u00f4n ng\u1eef m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c hay t\u1ea1o ra nh\u1eefng b\u1ee9c tranh ngh\u1ec7 thu\u1eadt \u0111\u1ea7y s\u00e1ng t\u1ea1o? C\u00e2u tr\u1ea3 l\u1eddi n\u1eb1m \u1edf s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n kh\u1ed5ng l\u1ed3 c\u1ee7a c\u00e1c b\u1ed9 x\u1eed l\u00fd \u0111\u1ed3 h\u1ecda (GPU) hi\u1ec7n \u0111\u1ea1i, \u0111\u1eb7c bi\u1ec7t l\u00e0 s\u1ef1 g\u00f3p m\u1eb7t c\u1ee7a Tensor Core. Tensor Core l\u00e0 m\u1ed9t lo\u1ea1i b\u1ed9 x\u1eed l\u00fd chuy\u00ean d\u1ee5ng, \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 t\u0103ng t\u1ed1c \u0111\u00e1ng k\u1ec3 c\u00e1c t\u00e1c v\u1ee5 li\u00ean quan \u0111\u1ebfn h\u1ecdc m\u00e1y v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. H\u00e3y c\u00f9ng <a href=\"https:\/\/phongvu.vn\/cong-nghe\/\">Phong V\u0169 Tech News<\/a> kh\u00e1m ph\u00e1 s\u00e2u h\u01a1n v\u1ec1 c\u00f4ng ngh\u1ec7 \u0111\u1ed9t ph\u00e1 n\u00e0y ngay b\u00e0i vi\u1ebft sau \u0111\u00e2y!<\/p>\n\n\n\n<ul>\n<li><a href=\"https:\/\/phongvu.vn\/cong-nghe\/so-gang-chip-tensor-g4-va-snapdragon-8-gen-3\/\">So g\u0103ng chip Tensor G4 v\u00e0 Snapdragon 8 Gen 3: Google \u0111\u00e3 \u0111u\u1ed5i k\u1ecbp Qualcomm?<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/phongvu.vn\/cong-nghe\/so-sanh-snapdragon-8-gen-2-va-tensor-g4\/\">So s\u00e1nh Snapdragon 8 Gen 2 v\u00e0 Tensor G4: \u0110i\u1ec3m chu\u1ea9n v\u00e0 s\u1ef1 kh\u00e1c bi\u1ec7t ch\u00ednh<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/phongvu.vn\/cong-nghe\/cong-nghe-dlss-deep-learning-super-sampling-cua-nvidia-la-gi\/\">C\u00f4ng ngh\u1ec7 DLSS (Deep Learning Super Sampling) c\u1ee7a NVIDIA l\u00e0 g\u00ec?<\/a><\/li>\n<\/ul>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_55 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href=\"https:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/#Tensor_la_gi\" title=\"Tensor l\u00e0 g\u00ec?\">Tensor 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-3\" href=\"https:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/#Tensor_Core_la_gi\" title=\"Tensor Core l\u00e0 g\u00ec?\">Tensor Core l\u00e0 g\u00ec?<\/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:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/#Lich_su_phat_trien_cua_Tensor_Core\" title=\"L\u1ecbch s\u1eed ph\u00e1t tri\u1ec3n c\u1ee7a Tensor Core\">L\u1ecbch s\u1eed ph\u00e1t tri\u1ec3n c\u1ee7a Tensor Core<\/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:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/#Volta_Tensor_Core_the_he_thu_nhat\" title=\"Volta Tensor Core (th\u1ebf h\u1ec7 th\u1ee9 nh\u1ea5t)\">Volta Tensor Core (th\u1ebf h\u1ec7 th\u1ee9 nh\u1ea5t)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/#Turing_Tensor_Core_the_he_thu_hai\" title=\"Turing Tensor Core (th\u1ebf h\u1ec7 th\u1ee9 hai)\">Turing Tensor Core (th\u1ebf h\u1ec7 th\u1ee9 hai)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/#A100_Tensor_Core_the_he_thu_3\" title=\"A100 Tensor Core (th\u1ebf h\u1ec7 th\u1ee9 3)\">A100 Tensor Core (th\u1ebf h\u1ec7 th\u1ee9 3)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/#H100_Tensor_Core_the_he_thu_4\" title=\"H100 Tensor Core (th\u1ebf h\u1ec7 th\u1ee9 4)\">H100 Tensor Core (th\u1ebf h\u1ec7 th\u1ee9 4)<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/#Tensor_Core_hoat_dong_nhu_the_nao\" title=\"Tensor Core ho\u1ea1t \u0111\u1ed9ng nh\u01b0 th\u1ebf n\u00e0o?\">Tensor Core ho\u1ea1t \u0111\u1ed9ng 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-10\" href=\"https:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/#Diem_noi_bat_cua_Tensor_Core\" title=\"\u0110i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a Tensor Core\">\u0110i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a Tensor Core<\/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:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/#Thuc_hien_phep_tinh_ma_tran_nhanh_hon_CPU\" title=\"Th\u1ef1c hi\u1ec7n ph\u00e9p t\u00ednh ma tr\u1eadn nhanh h\u01a1n CPU\">Th\u1ef1c hi\u1ec7n ph\u00e9p t\u00ednh ma tr\u1eadn nhanh h\u01a1n CPU<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/#Chinh_xac_cao_hon_khi_tinh_toan_so_dau_phay_dong\" title=\"Ch\u00ednh x\u00e1c cao h\u01a1n khi t\u00ednh to\u00e1n s\u1ed1 d\u1ea5u ph\u1ea9y \u0111\u1ed9ng\">Ch\u00ednh x\u00e1c cao h\u01a1n khi t\u00ednh to\u00e1n s\u1ed1 d\u1ea5u ph\u1ea9y \u0111\u1ed9ng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/#Tiet_kiem_nang_luong_hon\" title=\"Ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng h\u01a1n&nbsp;\">Ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng h\u01a1n&nbsp;<\/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:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/#Ung_dung_cua_Nvidia_Tensor_Core_trong_thuc_te\" title=\"\u1ee8ng d\u1ee5ng c\u1ee7a Nvidia Tensor Core trong th\u1ef1c t\u1ebf\">\u1ee8ng d\u1ee5ng c\u1ee7a Nvidia Tensor Core trong th\u1ef1c t\u1ebf<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/#Trong_AI_va_hoc_may\" title=\"Trong AI v\u00e0 h\u1ecdc m\u00e1y\">Trong AI v\u00e0 h\u1ecdc m\u00e1y<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/#Cai_tien_trong_truyen_thong_va_giai_tri\" title=\"C\u1ea3i ti\u1ebfn trong truy\u1ec1n th\u00f4ng v\u00e0 gi\u1ea3i tr\u00ed\">C\u1ea3i ti\u1ebfn trong truy\u1ec1n th\u00f4ng v\u00e0 gi\u1ea3i tr\u00ed<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/#Nang_cap_cong_nghe_do_hoa_va_game\" title=\"N\u00e2ng c\u1ea5p c\u00f4ng ngh\u1ec7 \u0111\u1ed3 h\u1ecda v\u00e0 game\">N\u00e2ng c\u1ea5p c\u00f4ng ngh\u1ec7 \u0111\u1ed3 h\u1ecda v\u00e0 game<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/#Xe_tu_van_hanh\" title=\"Xe t\u1ef1 v\u1eadn h\u00e0nh\">Xe t\u1ef1 v\u1eadn h\u00e0nh<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/#Phong_thi_nghiem_va_hoc_vien\" title=\"Ph\u00f2ng th\u00ed nghi\u1ec7m v\u00e0 h\u1ecdc vi\u1ec7n\">Ph\u00f2ng th\u00ed nghi\u1ec7m v\u00e0 h\u1ecdc vi\u1ec7n<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/#So_sanh_diem_khac_biet_cua_Tensor_Core_voi_CPU_va_GPU\" title=\"So s\u00e1nh \u0111i\u1ec3m kh\u00e1c bi\u1ec7t c\u1ee7a Tensor Core v\u1edbi CPU v\u00e0 GPU\">So s\u00e1nh \u0111i\u1ec3m kh\u00e1c bi\u1ec7t c\u1ee7a Tensor Core v\u1edbi CPU v\u00e0 GPU<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/phongvu.vn\/cong-nghe\/tensor-core-la-gi-tat-tan-tat-nhung-thu-ve-tensor-core\/#Tong_ket\" title=\"T\u1ed5ng k\u1ebft\">T\u1ed5ng k\u1ebft<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Tong_quan_ve_Tensor_Core_la_gi\"><\/span><strong>T\u1ed5ng quan v\u1ec1 Tensor Core l\u00e0 g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Tensor Core, m\u1ed9t thu\u1eadt ng\u1eef ng\u00e0y c\u00e0ng ph\u1ed5 bi\u1ebfn trong th\u1ebf gi\u1edbi c\u00f4ng ngh\u1ec7, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong l\u0129nh v\u1ef1c h\u1ecdc m\u00e1y v\u00e0 deep learning. Nh\u01b0ng Tensor Core th\u1ef1c s\u1ef1 l\u00e0 g\u00ec? \u0110\u1ec3 tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi n\u00e0y, tr\u01b0\u1edbc ti\u00ean ch\u00fang ta c\u1ea7n hi\u1ec3u r\u00f5 v\u1ec1 kh\u00e1i ni\u1ec7m Tensor &#8211; m\u1ed9t kh\u00e1i ni\u1ec7m n\u1ec1n t\u1ea3ng trong to\u00e1n h\u1ecdc v\u00e0 khoa h\u1ecdc m\u00e1y t\u00ednh.<\/p>\n\n\n\n<h3><span class=\"ez-toc-section\" id=\"Tensor_la_gi\"><\/span><strong>Tensor l\u00e0 g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Tensor l\u00e0 m\u1ed9t c\u1ea5u tr\u00fac d\u1eef li\u1ec7u \u0111a chi\u1ec1u, c\u00f3 th\u1ec3 coi l\u00e0 m\u1ed9t s\u1ef1 m\u1edf r\u1ed9ng c\u1ee7a ma tr\u1eadn sang nhi\u1ec1u chi\u1ec1u h\u01a1n. N\u00f3 l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 linh ho\u1ea1t \u0111\u1ec3 bi\u1ec3u di\u1ec5n v\u00e0 thao t\u00e1c v\u1edbi c\u00e1c lo\u1ea1i d\u1eef li\u1ec7u kh\u00e1c nhau, t\u1eeb c\u00e1c s\u1ed1 \u0111\u01a1n gi\u1ea3n \u0111\u1ebfn c\u00e1c \u0111\u1ed1i t\u01b0\u1ee3ng ph\u1ee9c t\u1ea1p nh\u01b0 h\u00ecnh \u1ea3nh, video v\u00e0 v\u0103n b\u1ea3n. Tensor \u0111\u00f3ng vai tr\u00f2 trung t\u00e2m trong nhi\u1ec1u l\u0129nh v\u1ef1c c\u1ee7a khoa h\u1ecdc m\u00e1y t\u00ednh.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-1-1024x640.jpg\" alt=\"Tensor l\u00e0 m\u1ed9t c\u1ea5u tr\u00fac d\u1eef li\u1ec7u \u0111a chi\u1ec1u\" class=\"wp-image-99705\" width=\"1024\" height=\"640\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-1-1024x640.jpg 1024w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-1-300x188.jpg 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-1-768x480.jpg 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-1-150x94.jpg 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-1-600x375.jpg 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-1-696x435.jpg 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-1-1392x870.jpg 1392w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-1-1068x668.jpg 1068w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-1-672x420.jpg 672w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-1-1344x840.jpg 1344w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-1.jpg 1440w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"\"><figcaption class=\"wp-element-caption\">Tensor l\u00e0 m\u1ed9t c\u1ea5u tr\u00fac d\u1eef li\u1ec7u \u0111a chi\u1ec1u<\/figcaption><\/figure>\n\n\n\n<h3><span class=\"ez-toc-section\" id=\"Tensor_Core_la_gi\"><\/span><strong>Tensor Core l\u00e0 g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Tensor Core hay c\u00f2n g\u1ecdi l\u00e0 l\u00f5i Tensor. \u0110\u00e2y l\u00e0 m\u1ed9t \u0111\u01a1n v\u1ecb x\u1eed l\u00fd chuy\u00ean d\u1ee5ng tr\u00ean GPU NVIDIA, \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 t\u0103ng t\u1ed1c \u0111\u00e1ng k\u1ec3 c\u00e1c ph\u00e9p t\u00ednh ph\u1ee9c t\u1ea1p trong l\u0129nh v\u1ef1c h\u1ecdc m\u00e1y v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. V\u1edbi ki\u1ebfn tr\u00fac \u0111\u1eb7c bi\u1ec7t, Tensor Core c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u1ed3ng th\u1eddi nhi\u1ec1u ph\u00e9p nh\u00e2n ma tr\u1eadn v\u00e0 tensor, r\u00fat ng\u1eafn \u0111\u00e1ng k\u1ec3 th\u1eddi gian \u0111\u00e0o t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh AI. Th\u1ebf h\u1ec7 \u0111\u1ea7u ti\u00ean c\u1ee7a Tensor Core \u0111\u00e3 gi\u1edbi thi\u1ec7u m\u1ed9t \u0111\u1ed9t ph\u00e1 trong vi\u1ec7c th\u1ef1c hi\u1ec7n c\u00e1c ph\u00e9p t\u00ednh ma tr\u1eadn, b\u1eb1ng c\u00e1ch h\u1ee3p nh\u1ea5t c\u00e1c ph\u00e9p nh\u00e2n v\u00e0 c\u1ed9ng, gi\u00fap t\u0103ng t\u1ed1c \u0111\u00e1ng k\u1ec3 qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-2-1024x640.jpg\" alt=\"Tensor Core l\u00e0 m\u1ed9t lo\u1ea1i b\u1ed9 x\u1eed l\u00fd chuy\u00ean d\u1ee5ng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 t\u0103ng t\u1ed1c c\u00e1c t\u00e1c v\u1ee5 h\u1ecdc m\u00e1y\" class=\"wp-image-99706\" width=\"1024\" height=\"640\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-2-1024x640.jpg 1024w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-2-300x188.jpg 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-2-768x480.jpg 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-2-150x94.jpg 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-2-600x375.jpg 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-2-696x435.jpg 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-2-1392x870.jpg 1392w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-2-1068x668.jpg 1068w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-2-672x420.jpg 672w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-2-1344x840.jpg 1344w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-2.jpg 1440w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"\"><figcaption class=\"wp-element-caption\">Tensor Core l\u00e0 m\u1ed9t lo\u1ea1i b\u1ed9 x\u1eed l\u00fd chuy\u00ean d\u1ee5ng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 t\u0103ng t\u1ed1c c\u00e1c t\u00e1c v\u1ee5 h\u1ecdc m\u00e1y<\/figcaption><\/figure>\n\n\n\n<h2><span class=\"ez-toc-section\" id=\"Lich_su_phat_trien_cua_Tensor_Core\"><\/span><strong>L\u1ecbch s\u1eed ph\u00e1t tri\u1ec3n c\u1ee7a Tensor Core<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Tensor Core, m\u1ed9t th\u00e0nh ph\u1ea7n quan tr\u1ecdng trong c\u00e1c card \u0111\u1ed3 h\u1ecda c\u1ee7a NVIDIA, \u0111\u00e3 tr\u1ea3i qua nhi\u1ec1u th\u1ebf h\u1ec7 ph\u00e1t tri\u1ec3n, m\u1ed7i th\u1ebf h\u1ec7 \u0111\u1ec1u mang \u0111\u1ebfn nh\u1eefng c\u1ea3i ti\u1ebfn \u0111\u00e1ng k\u1ec3 v\u1ec1 hi\u1ec7u n\u0103ng v\u00e0 kh\u1ea3 n\u0103ng t\u00ednh to\u00e1n.<\/p>\n\n\n\n<h3><span class=\"ez-toc-section\" id=\"Volta_Tensor_Core_the_he_thu_nhat\"><\/span><strong>Volta Tensor Core (th\u1ebf h\u1ec7 th\u1ee9 nh\u1ea5t)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>V\u00e0o n\u0103m 2017, Nvidia \u0111\u00e3 gi\u1edbi thi\u1ec7u ki\u1ebfn tr\u00fac GPU Volta, \u0111\u00e1nh d\u1ea5u s\u1ef1 ra \u0111\u1eddi c\u1ee7a th\u1ebf h\u1ec7 Tensor Core \u0111\u1ea7u ti\u00ean. Volta Tensor Core mang \u0111\u1ebfn m\u1ed9t b\u01b0\u1edbc nh\u1ea3y v\u1ecdt v\u1ec1 hi\u1ec7u n\u0103ng, \u0111\u1eb7c bi\u1ec7t trong c\u00e1c t\u00e1c v\u1ee5 li\u00ean quan \u0111\u1ebfn h\u1ecdc s\u00e2u. V\u1edbi kh\u1ea3 n\u0103ng h\u1ed7 tr\u1ee3 \u0111\u00e0o t\u1ea1o ch\u00ednh x\u00e1c h\u1ed7n h\u1ee3p b\u1eb1ng \u0111\u1ecbnh d\u1ea1ng s\u1ed1 FP16, Volta Tensor Core \u0111\u00e3 t\u0103ng \u0111\u00e1ng k\u1ec3 th\u00f4ng l\u01b0\u1ee3ng ti\u1ec1m n\u0103ng, m\u1edf ra c\u00e1nh c\u1eeda cho nh\u1eefng m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u ph\u1ee9c t\u1ea1p h\u01a1n.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-3-1024x640.jpg\" alt=\"Th\u1ebf h\u1ec7 1 - Volta Tensor Core\" class=\"wp-image-99708\" width=\"1024\" height=\"640\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-3-1024x640.jpg 1024w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-3-300x188.jpg 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-3-768x480.jpg 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-3-150x94.jpg 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-3-600x375.jpg 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-3-696x435.jpg 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-3-1392x870.jpg 1392w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-3-1068x668.jpg 1068w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-3-672x420.jpg 672w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-3-1344x840.jpg 1344w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-3.jpg 1440w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"\"><figcaption class=\"wp-element-caption\">Th\u1ebf h\u1ec7 1 &#8211; Volta Tensor Core<\/figcaption><\/figure>\n\n\n\n<h3><span class=\"ez-toc-section\" id=\"Turing_Tensor_Core_the_he_thu_hai\"><\/span><strong>Turing Tensor Core (th\u1ebf h\u1ec7 th\u1ee9 hai)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Ti\u1ebfp n\u1ed1i th\u00e0nh c\u00f4ng c\u1ee7a Volta, Nvidia ra m\u1eaft ki\u1ebfn tr\u00fac Turing v\u00e0o n\u0103m 2018, mang \u0111\u1ebfn th\u1ebf h\u1ec7 Tensor Core th\u1ee9 hai. Turing Tensor Core kh\u00f4ng ch\u1ec9 k\u1ebf th\u1eeba nh\u1eefng \u01b0u \u0111i\u1ec3m c\u1ee7a th\u1ebf h\u1ec7 tr\u01b0\u1edbc m\u00e0 c\u00f2n m\u1edf r\u1ed9ng kh\u1ea3 n\u0103ng h\u1ed7 tr\u1ee3 c\u00e1c \u0111\u1ecbnh d\u1ea1ng s\u1ed1 kh\u00e1c nh\u01b0 INT8 v\u00e0 INT4. \u0110i\u1ec1u n\u00e0y gi\u00fap t\u0103ng t\u1ed1c \u0111\u00e1ng k\u1ec3 c\u00e1c ho\u1ea1t \u0111\u1ed9ng suy lu\u1eadn, \u0111\u1ed3ng th\u1eddi gi\u1ea3m ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng. B\u00ean c\u1ea1nh \u0111\u00f3, Turing Tensor Core c\u0169ng \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o c\u00e1c nh\u00e2n Ray Tracing, mang \u0111\u1ebfn nh\u1eefng tr\u1ea3i nghi\u1ec7m \u0111\u1ed3 h\u1ecda ch\u00e2n th\u1ef1c v\u00e0 s\u1ed1ng \u0111\u1ed9ng h\u01a1n.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-4-1024x640.jpg\" alt=\"Th\u1ebf h\u1ec7 2 - Turing Tensor Core\" class=\"wp-image-99709\" width=\"1024\" height=\"640\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-4-1024x640.jpg 1024w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-4-300x188.jpg 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-4-768x480.jpg 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-4-150x94.jpg 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-4-600x375.jpg 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-4-696x435.jpg 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-4-1392x870.jpg 1392w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-4-1068x668.jpg 1068w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-4-672x420.jpg 672w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-4-1344x840.jpg 1344w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-4.jpg 1440w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"\"><figcaption class=\"wp-element-caption\">Th\u1ebf h\u1ec7 2 &#8211; Turing Tensor Core<\/figcaption><\/figure>\n\n\n\n<h3><span class=\"ez-toc-section\" id=\"A100_Tensor_Core_the_he_thu_3\"><\/span><strong>A100 Tensor Core (th\u1ebf h\u1ec7 th\u1ee9 3)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Ra m\u1eaft v\u00e0o n\u0103m 2020, A100 Tensor Core \u0111\u00e1nh d\u1ea5u m\u1ed9t b\u01b0\u1edbc ti\u1ebfn l\u1edbn trong qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n c\u1ee7a Tensor Core. V\u1edbi ki\u1ebfn tr\u00fac Ampere, A100 Tensor Core mang \u0111\u1ebfn hi\u1ec7u n\u0103ng v\u01b0\u1ee3t tr\u1ed9i so v\u1edbi c\u00e1c th\u1ebf h\u1ec7 tr\u01b0\u1edbc, \u0111\u1eb7c bi\u1ec7t trong c\u00e1c t\u00e1c v\u1ee5 li\u00ean quan \u0111\u1ebfn AI v\u00e0 h\u1ecdc m\u00e1y. A100 Tensor Core h\u1ed7 tr\u1ee3 \u0111a d\u1ea1ng c\u00e1c \u0111\u1ecbnh d\u1ea1ng s\u1ed1, t\u1eeb FP64 \u0111\u1ebfn bfloat16, gi\u00fap t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t cho nhi\u1ec1u lo\u1ea1i workload kh\u00e1c nhau.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-5-1024x640.jpg\" alt=\"Th\u1ebf h\u1ec7 3 - A100 Tensor Core\" class=\"wp-image-99710\" width=\"1024\" height=\"640\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-5-1024x640.jpg 1024w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-5-300x188.jpg 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-5-768x480.jpg 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-5-150x94.jpg 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-5-600x375.jpg 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-5-696x435.jpg 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-5-1392x870.jpg 1392w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-5-1068x668.jpg 1068w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-5-672x420.jpg 672w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-5-1344x840.jpg 1344w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-5.jpg 1440w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"\"><figcaption class=\"wp-element-caption\">Th\u1ebf h\u1ec7 3 &#8211; A100 Tensor Core<\/figcaption><\/figure>\n\n\n\n<h3><span class=\"ez-toc-section\" id=\"H100_Tensor_Core_the_he_thu_4\"><\/span><strong>H100 Tensor Core (th\u1ebf h\u1ec7 th\u1ee9 4)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>M\u1edbi \u0111\u00e2y nh\u1ea5t, Nvidia \u0111\u00e3 gi\u1edbi thi\u1ec7u H100 Tensor Core, \u0111\u01b0\u1ee3c xem l\u00e0 m\u1ed9t trong nh\u1eefng con chip AI m\u1ea1nh m\u1ebd nh\u1ea5t hi\u1ec7n nay. H100 Tensor Core \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean ki\u1ebfn tr\u00fac Hopper, mang \u0111\u1ebfn nh\u1eefng c\u1ea3i ti\u1ebfn \u0111\u00e1ng k\u1ec3 v\u1ec1 hi\u1ec7u n\u0103ng v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng. V\u1edbi H100 Tensor Core, c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u v\u00e0 c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 x\u00e2y d\u1ef1ng v\u00e0 tri\u1ec3n khai c\u00e1c m\u00f4 h\u00ecnh AI quy m\u00f4 l\u1edbn m\u1ed9t c\u00e1ch nhanh ch\u00f3ng v\u00e0 hi\u1ec7u qu\u1ea3.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-6-1024x640.jpg\" alt=\"Th\u1ebf h\u1ec7 4 - H100 Tensor Core\" class=\"wp-image-99711\" width=\"1024\" height=\"640\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-6-1024x640.jpg 1024w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-6-300x188.jpg 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-6-768x480.jpg 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-6-150x94.jpg 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-6-600x375.jpg 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-6-696x435.jpg 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-6-1392x870.jpg 1392w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-6-1068x668.jpg 1068w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-6-672x420.jpg 672w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-6-1344x840.jpg 1344w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-6.jpg 1440w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"\"><figcaption class=\"wp-element-caption\">Th\u1ebf h\u1ec7 4 &#8211; H100 Tensor Core<\/figcaption><\/figure>\n\n\n\n<p>Qua b\u1ed1n th\u1ebf h\u1ec7 ph\u00e1t tri\u1ec3n, Tensor Core \u0111\u00e3 kh\u00f4ng ng\u1eebng ti\u1ebfn h\u00f3a, tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 kh\u00f4ng th\u1ec3 thi\u1ebfu trong l\u0129nh v\u1ef1c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 h\u1ecdc m\u00e1y. T\u1eeb vi\u1ec7c t\u0103ng t\u1ed1c \u0111\u00e0o t\u1ea1o m\u00f4 h\u00ecnh \u0111\u1ebfn vi\u1ec7c c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t c\u1ee7a c\u00e1c \u1ee9ng d\u1ee5ng AI, Tensor Core \u0111\u00e3 \u0111\u00f3ng g\u00f3p r\u1ea5t l\u1edbn v\u00e0o s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7. V\u1edbi nh\u1eefng ti\u1ebfn b\u1ed9 kh\u00f4ng ng\u1eebng, c\u00f3 th\u1ec3 th\u1ea5y r\u1eb1ng Tensor Core s\u1ebd ti\u1ebfp t\u1ee5c \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c \u0111\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai c\u1ee7a AI.<\/p>\n\n\n\n<h2><span class=\"ez-toc-section\" id=\"Tensor_Core_hoat_dong_nhu_the_nao\"><\/span><strong>Tensor Core ho\u1ea1t \u0111\u1ed9ng nh\u01b0 th\u1ebf n\u00e0o?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Tensor Core l\u00e0 m\u1ed9t \u0111\u01a1n v\u1ecb x\u1eed l\u00fd chuy\u00ean d\u1ee5ng, \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1eb7c bi\u1ec7t \u0111\u1ec3 t\u0103ng t\u1ed1c c\u00e1c ph\u00e9p t\u00ednh ma tr\u1eadn &#8211; n\u1ec1n t\u1ea3ng c\u1ee7a c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc s\u00e2u. Thay v\u00ec th\u1ef1c hi\u1ec7n t\u1eebng ph\u00e9p t\u00ednh m\u1ed9t c\u00e1ch tu\u1ea7n t\u1ef1 nh\u01b0 c\u00e1c b\u1ed9 x\u1eed l\u00fd truy\u1ec1n th\u1ed1ng (CPU), Tensor Core t\u1eadn d\u1ee5ng ki\u1ebfn tr\u00fac song song \u0111\u1ec3 x\u1eed l\u00fd h\u00e0ng lo\u1ea1t ph\u00e9p t\u00ednh ma tr\u1eadn c\u00f9ng m\u1ed9t l\u00fac. \u0110i\u1ec1u n\u00e0y gi\u00fap gi\u1ea3m \u0111\u00e1ng k\u1ec3 th\u1eddi gian t\u00ednh to\u00e1n v\u00e0 t\u0103ng hi\u1ec7u su\u1ea5t.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-7-1024x640.jpg\" alt=\"Tensor Cores ho\u1ea1t \u0111\u1ed9ng b\u1eb1ng c\u00e1ch th\u1ef1c hi\u1ec7n c\u00e1c ph\u00e9p t\u00ednh ma tr\u1eadn tr\u00ean c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn v\u1edbi t\u1ed1c \u0111\u1ed9 cao\" class=\"wp-image-99712\" width=\"1024\" height=\"640\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-7-1024x640.jpg 1024w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-7-300x188.jpg 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-7-768x480.jpg 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-7-150x94.jpg 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-7-600x375.jpg 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-7-696x435.jpg 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-7-1392x870.jpg 1392w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-7-1068x668.jpg 1068w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-7-672x420.jpg 672w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-7-1344x840.jpg 1344w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-7.jpg 1440w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"\"><figcaption class=\"wp-element-caption\">Tensor Cores ho\u1ea1t \u0111\u1ed9ng b\u1eb1ng c\u00e1ch th\u1ef1c hi\u1ec7n c\u00e1c ph\u00e9p t\u00ednh ma tr\u1eadn tr\u00ean c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn v\u1edbi t\u1ed1c \u0111\u1ed9 cao<\/figcaption><\/figure>\n\n\n\n<p>Tensor Core l\u00e0 m\u1ed9t \u0111\u1ed9t ph\u00e1 trong ki\u1ebfn tr\u00fac GPU, mang \u0111\u1ebfn hi\u1ec7u su\u1ea5t t\u00ednh to\u00e1n v\u01b0\u1ee3t tr\u1ed9i so v\u1edbi c\u00e1c nh\u00e2n \u0111\u1ed3 h\u1ecda truy\u1ec1n th\u1ed1ng. \u0110i\u1ec1u n\u00e0y \u0111\u1ea1t \u0111\u01b0\u1ee3c nh\u1edd v\u00e0o m\u1ed9t s\u1ed1 y\u1ebfu t\u1ed1 ch\u00ednh:<\/p>\n\n\n\n<ul>\n<li><strong>T\u00ednh to\u00e1n song song t\u1ed1i \u01b0u<\/strong>: Tensor Core th\u1ef1c hi\u1ec7n h\u00e0ng lo\u1ea1t ph\u00e9p t\u00ednh c\u00f9ng l\u00fac, gi\u1ed1ng nh\u01b0 nhi\u1ec1u c\u00f4ng nh\u00e2n l\u00e0m vi\u1ec7c \u0111\u1ed3ng th\u1eddi tr\u00ean m\u1ed9t d\u1ef1 \u00e1n l\u1edbn.<\/li>\n\n\n\n<li><strong>Chuy\u00ean bi\u1ec7t h\u00f3a cho tensor<\/strong>: Ch\u00fang \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1eb7c bi\u1ec7t \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c m\u1ea3ng d\u1eef li\u1ec7u \u0111a chi\u1ec1u (tensor) \u2013 lo\u1ea1i d\u1eef li\u1ec7u c\u01a1 b\u1ea3n trong h\u1ecdc s\u00e2u v\u00e0 AI.<\/li>\n\n\n\n<li><strong>B\u1ed9 nh\u1edb si\u00eau t\u1ed1c<\/strong>: Tensor Core c\u00f3 quy\u1ec1n truy c\u1eadp tr\u1ef1c ti\u1ebfp v\u00e0o m\u1ed9t lo\u1ea1i b\u1ed9 nh\u1edb c\u1ef1c nhanh, gi\u00fap d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c x\u1eed l\u00fd m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/li>\n<\/ul>\n\n\n\n<p>V\u1edbi m\u1ed7i th\u1ebf h\u1ec7 GPU m\u1edbi, kh\u1ea3 n\u0103ng c\u1ee7a Tensor Core l\u1ea1i \u0111\u01b0\u1ee3c n\u00e2ng cao. Ch\u00fang kh\u00f4ng ch\u1ec9 h\u1ed7 tr\u1ee3 nhi\u1ec1u \u0111\u1ecbnh d\u1ea1ng d\u1eef li\u1ec7u h\u01a1n m\u00e0 c\u00f2n th\u1ef1c hi\u1ec7n c\u00e1c ph\u00e9p t\u00ednh ph\u1ee9c t\u1ea1p h\u01a1n m\u1ed9t c\u00e1ch nhanh ch\u00f3ng. \u0110i\u1ec1u n\u00e0y gi\u00fap t\u0103ng t\u1ed1c \u0111\u00e1ng k\u1ec3 qu\u00e1 tr\u00ecnh hu\u1ea5n luy\u1ec7n v\u00e0 suy lu\u1eadn c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u, m\u1edf ra c\u00e1nh c\u1eeda cho nh\u1eefng \u1ee9ng d\u1ee5ng AI ti\u00ean ti\u1ebfn h\u01a1n.<\/p>\n\n\n\n<h2><span class=\"ez-toc-section\" id=\"Diem_noi_bat_cua_Tensor_Core\"><\/span><strong>\u0110i\u1ec3m n\u1ed5i b\u1eadt c\u1ee7a Tensor Core<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3><span class=\"ez-toc-section\" id=\"Thuc_hien_phep_tinh_ma_tran_nhanh_hon_CPU\"><\/span><strong>Th\u1ef1c hi\u1ec7n ph\u00e9p t\u00ednh ma tr\u1eadn nhanh h\u01a1n CPU<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul>\n<li><strong>Ki\u1ebfn tr\u00fac chuy\u00ean d\u1ee5ng<\/strong>: Tensor Core \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1eb7c bi\u1ec7t \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a cho c\u00e1c ph\u00e9p t\u00ednh ma tr\u1eadn, trong khi CPU ph\u1ea3i th\u1ef1c hi\u1ec7n nhi\u1ec1u lo\u1ea1i t\u00e1c v\u1ee5 kh\u00e1c nhau.<\/li>\n\n\n\n<li><strong>T\u00ednh to\u00e1n song song<\/strong>: Tensor Core c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n h\u00e0ng ng\u00e0n ph\u00e9p t\u00ednh ma tr\u1eadn c\u00f9ng m\u1ed9t l\u00fac, trong khi CPU th\u01b0\u1eddng th\u1ef1c hi\u1ec7n c\u00e1c ph\u00e9p t\u00ednh tu\u1ea7n t\u1ef1.<\/li>\n\n\n\n<li><strong>B\u1ed9 nh\u1edb \u0111\u1ec7m hi\u1ec7u qu\u1ea3<\/strong>: Tensor Core c\u00f3 b\u1ed9 nh\u1edb \u0111\u1ec7m l\u1edbn v\u00e0 nhanh \u0111\u1ec3 l\u01b0u tr\u1eef d\u1eef li\u1ec7u v\u00e0 k\u1ebft qu\u1ea3 trung gian, gi\u1ea3m thi\u1ec3u th\u1eddi gian truy c\u1eadp b\u1ed9 nh\u1edb ch\u00ednh.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-8-1024x640.jpg\" alt=\"Th\u1ef1c hi\u1ec7n c\u00e1c ph\u00e9p t\u00ednh ma tr\u1eadn v\u1edbi t\u1ed1c \u0111\u1ed9 nhanh\" class=\"wp-image-99713\" width=\"1024\" height=\"640\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-8-1024x640.jpg 1024w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-8-300x188.jpg 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-8-768x480.jpg 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-8-150x94.jpg 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-8-600x375.jpg 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-8-696x435.jpg 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-8-1392x870.jpg 1392w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-8-1068x668.jpg 1068w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-8-672x420.jpg 672w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-8-1344x840.jpg 1344w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-8.jpg 1440w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"\"><figcaption class=\"wp-element-caption\">Th\u1ef1c hi\u1ec7n c\u00e1c ph\u00e9p t\u00ednh ma tr\u1eadn v\u1edbi t\u1ed1c \u0111\u1ed9 nhanh<\/figcaption><\/figure>\n\n\n\n<p>Nh\u1edd nh\u1eefng \u01b0u \u0111i\u1ec3m n\u00e0y, Tensor Core c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c ph\u00e9p t\u00ednh ma tr\u1eadn nhanh h\u01a1n CPU h\u00e0ng ch\u1ee5c th\u1eadm ch\u00ed h\u00e0ng tr\u0103m l\u1ea7n, \u0111\u1eb7c bi\u1ec7t l\u00e0 khi x\u1eed l\u00fd c\u00e1c ma tr\u1eadn l\u1edbn.<\/p>\n\n\n\n<h3><span class=\"ez-toc-section\" id=\"Chinh_xac_cao_hon_khi_tinh_toan_so_dau_phay_dong\"><\/span><strong>Ch\u00ednh x\u00e1c cao h\u01a1n khi t\u00ednh to\u00e1n s\u1ed1 d\u1ea5u ph\u1ea9y \u0111\u1ed9ng<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul>\n<li><strong>H\u1ed7 tr\u1ee3 \u0111a d\u1ea1ng \u0111\u1ecbnh d\u1ea1ng s\u1ed1<\/strong>: Tensor Core h\u1ed7 tr\u1ee3 nhi\u1ec1u \u0111\u1ecbnh d\u1ea1ng s\u1ed1 kh\u00e1c nhau, t\u1eeb \u0111\u1ed9 ch\u00ednh x\u00e1c \u0111\u01a1n (FP32) \u0111\u1ebfn \u0111\u1ed9 ch\u00ednh x\u00e1c n\u1eeda (FP16) v\u00e0 th\u1eadm ch\u00ed c\u1ea3 c\u00e1c \u0111\u1ecbnh d\u1ea1ng s\u1ed1 nguy\u00ean (INT8, INT4).<\/li>\n\n\n\n<li><strong>C\u00e2n b\u1eb1ng gi\u1eefa \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 t\u1ed1c \u0111\u1ed9:<\/strong> Vi\u1ec7c l\u1ef1a ch\u1ecdn \u0111\u1ecbnh d\u1ea1ng s\u1ed1 ph\u00f9 h\u1ee3p gi\u00fap c\u00e2n b\u1eb1ng gi\u1eefa \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 t\u1ed1c \u0111\u1ed9 t\u00ednh to\u00e1n. Trong nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p, s\u1eed d\u1ee5ng \u0111\u1ecbnh d\u1ea1ng s\u1ed1 th\u1ea5p h\u01a1n (nh\u01b0 FP16) v\u1eabn \u0111\u1ea3m b\u1ea3o \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ea7n thi\u1ebft nh\u01b0ng l\u1ea1i t\u0103ng t\u1ed1c \u0111\u1ed9 t\u00ednh to\u00e1n \u0111\u00e1ng k\u1ec3.<\/li>\n<\/ul>\n\n\n\n<h3><span class=\"ez-toc-section\" id=\"Tiet_kiem_nang_luong_hon\"><\/span><strong>Ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng h\u01a1n&nbsp;<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul>\n<li><strong>T\u1ed1i \u01b0u h\u00f3a hi\u1ec7u n\u0103ng<\/strong>: Tensor Core \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u n\u0103ng tr\u00ean m\u1ed7i \u0111\u01a1n v\u1ecb \u0111i\u1ec7n n\u0103ng ti\u00eau th\u1ee5.<\/li>\n\n\n\n<li><strong>C\u00e1c \u0111\u1ecbnh d\u1ea1ng s\u1ed1 hi\u1ec7u qu\u1ea3<\/strong>: Vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c \u0111\u1ecbnh d\u1ea1ng s\u1ed1 th\u1ea5p h\u01a1n (nh\u01b0 FP16, INT8) gi\u00fap gi\u1ea3m l\u01b0\u1ee3ng d\u1eef li\u1ec7u c\u1ea7n x\u1eed l\u00fd, t\u1eeb \u0111\u00f3 gi\u1ea3m ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-9-1024x640.jpg\" alt=\"Tensor Core s\u1eed d\u1ee5ng m\u1ed9t lo\u1ea1t c\u00e1c k\u1ef9 thu\u1eadt ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng\" class=\"wp-image-99714\" width=\"1022\" height=\"639\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-9-1024x640.jpg 1024w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-9-300x188.jpg 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-9-768x480.jpg 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-9-150x94.jpg 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-9-600x375.jpg 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-9-696x435.jpg 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-9-1392x870.jpg 1392w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-9-1068x668.jpg 1068w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-9-672x420.jpg 672w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-9-1344x840.jpg 1344w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-9.jpg 1440w\" sizes=\"(max-width: 1022px) 100vw, 1022px\" title=\"\"><figcaption class=\"wp-element-caption\">Tensor Core s\u1eed d\u1ee5ng m\u1ed9t lo\u1ea1t c\u00e1c k\u1ef9 thu\u1eadt ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng<\/figcaption><\/figure>\n\n\n\n<h2><span class=\"ez-toc-section\" id=\"Ung_dung_cua_Nvidia_Tensor_Core_trong_thuc_te\"><\/span><strong>\u1ee8ng d\u1ee5ng c\u1ee7a Nvidia Tensor Core trong th\u1ef1c t\u1ebf<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3><span class=\"ez-toc-section\" id=\"Trong_AI_va_hoc_may\"><\/span><strong>Trong AI v\u00e0 h\u1ecdc m\u00e1y<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul>\n<li><strong>Hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh<\/strong>: Tensor Core gi\u00fap t\u0103ng t\u1ed1c \u0111\u00e1ng k\u1ec3 qu\u00e1 tr\u00ecnh hu\u1ea5n luy\u1ec7n c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u ph\u1ee9c t\u1ea1p, t\u1eeb m\u1ea1ng n\u01a1-ron t\u00edch ch\u1eadp (CNN) cho \u0111\u1ebfn m\u1ea1ng n\u01a1-ron t\u00e1i di\u1ec5n (RNN).<\/li>\n\n\n\n<li><strong>Suy lu\u1eadn<\/strong>: Sau khi m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n, Tensor Core gi\u00fap th\u1ef1c hi\u1ec7n qu\u00e1 tr\u00ecnh suy lu\u1eadn nhanh ch\u00f3ng, cho ph\u00e9p c\u00e1c \u1ee9ng d\u1ee5ng AI ho\u1ea1t \u0111\u1ed9ng m\u01b0\u1ee3t m\u00e0 v\u00e0 hi\u1ec7u qu\u1ea3.<\/li>\n\n\n\n<li><strong>X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP)<\/strong>: Tensor Core \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh NLP m\u1ea1nh m\u1ebd, gi\u00fap m\u00e1y t\u00ednh hi\u1ec3u v\u00e0 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean t\u1ed1t h\u01a1n.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-10-1024x640.jpg\" alt=\"Tensor Core c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 \u0111\u00e0o t\u1ea1o v\u00e0 suy lu\u1eadn c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y\" class=\"wp-image-99715\" width=\"1024\" height=\"640\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-10-1024x640.jpg 1024w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-10-300x188.jpg 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-10-768x480.jpg 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-10-150x94.jpg 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-10-600x375.jpg 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-10-696x435.jpg 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-10-1392x870.jpg 1392w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-10-1068x668.jpg 1068w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-10-672x420.jpg 672w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-10-1344x840.jpg 1344w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-10.jpg 1440w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"\"><figcaption class=\"wp-element-caption\">Tensor Core c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 \u0111\u00e0o t\u1ea1o v\u00e0 suy lu\u1eadn c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y<\/figcaption><\/figure>\n\n\n\n<h3><span class=\"ez-toc-section\" id=\"Cai_tien_trong_truyen_thong_va_giai_tri\"><\/span><strong>C\u1ea3i ti\u1ebfn trong truy\u1ec1n th\u00f4ng v\u00e0 gi\u1ea3i tr\u00ed<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul>\n<li><strong>N\u00e9n v\u00e0 gi\u1ea3i m\u00e3 video:<\/strong> Tensor Core gi\u00fap t\u0103ng t\u1ed1c qu\u00e1 tr\u00ecnh n\u00e9n v\u00e0 gi\u1ea3i m\u00e3 video, \u0111\u1eb7c bi\u1ec7t l\u00e0 c\u00e1c \u0111\u1ecbnh d\u1ea1ng video \u0111\u1ed9 ph\u00e2n gi\u1ea3i cao nh\u01b0 4K v\u00e0 8K.<\/li>\n\n\n\n<li><strong>T\u1ea1o n\u1ed9i dung: <\/strong>Tensor Core \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ea1o ra c\u00e1c hi\u1ec7u \u1ee9ng h\u00ecnh \u1ea3nh, video v\u00e0 \u00e2m thanh ch\u00e2n th\u1ef1c h\u01a1n, g\u00f3p ph\u1ea7n n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng n\u1ed9i dung truy\u1ec1n th\u00f4ng.<\/li>\n\n\n\n<li><strong>Truy\u1ec1n h\u00ecnh tr\u1ef1c tuy\u1ebfn<\/strong>: Tensor Core gi\u00fap c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng h\u00ecnh \u1ea3nh v\u00e0 gi\u1ea3m \u0111\u1ed9 tr\u1ec5 trong c\u00e1c d\u1ecbch v\u1ee5 truy\u1ec1n h\u00ecnh tr\u1ef1c tuy\u1ebfn.<\/li>\n<\/ul>\n\n\n\n<h3><span class=\"ez-toc-section\" id=\"Nang_cap_cong_nghe_do_hoa_va_game\"><\/span><strong>N\u00e2ng c\u1ea5p c\u00f4ng ngh\u1ec7 \u0111\u1ed3 h\u1ecda v\u00e0 game<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul>\n<li><strong>Ray tracing<\/strong>: Tensor Core gi\u00fap t\u0103ng t\u1ed1c qu\u00e1 tr\u00ecnh t\u00ednh to\u00e1n \u00e1nh s\u00e1ng v\u00e0 b\u00f3ng \u0111\u1ed5 trong th\u1eddi gian th\u1ef1c, t\u1ea1o ra c\u00e1c hi\u1ec7u \u1ee9ng \u0111\u1ed3 h\u1ecda ch\u00e2n th\u1ef1c v\u00e0 s\u1ed1ng \u0111\u1ed9ng.<\/li>\n\n\n\n<li><strong>Deep learning super-sampling (DLSS)<\/strong>: Tensor Core gi\u00fap t\u0103ng \u0111\u1ed9 ph\u00e2n gi\u1ea3i h\u00ecnh \u1ea3nh m\u00e0 kh\u00f4ng l\u00e0m gi\u1ea3m hi\u1ec7u su\u1ea5t, gi\u00fap c\u00e1c game th\u1ee7 tr\u1ea3i nghi\u1ec7m \u0111\u1ed3 h\u1ecda \u0111\u1eb9p m\u1eaft h\u01a1n.<\/li>\n\n\n\n<li><strong>C\u00e1c \u1ee9ng d\u1ee5ng s\u00e1ng t\u1ea1o n\u1ed9i dung<\/strong>: Tensor Core h\u1ed7 tr\u1ee3 c\u00e1c ph\u1ea7n m\u1ec1m \u0111\u1ed3 h\u1ecda chuy\u00ean nghi\u1ec7p, gi\u00fap c\u00e1c nh\u00e0 thi\u1ebft k\u1ebf v\u00e0 ngh\u1ec7 s\u0129 t\u1ea1o ra c\u00e1c t\u00e1c ph\u1ea9m ngh\u1ec7 thu\u1eadt ch\u1ea5t l\u01b0\u1ee3ng cao.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-11-1024x640.jpg\" alt=\"N\u00e2ng c\u1ea5p c\u00f4ng ngh\u1ec7 \u0111\u1ed3 h\u1ecda v\u00e0 game\" class=\"wp-image-99716\" width=\"1024\" height=\"640\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-11-1024x640.jpg 1024w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-11-300x188.jpg 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-11-768x480.jpg 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-11-150x94.jpg 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-11-600x375.jpg 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-11-696x435.jpg 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-11-1392x870.jpg 1392w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-11-1068x668.jpg 1068w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-11-672x420.jpg 672w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-11-1344x840.jpg 1344w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-11.jpg 1440w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"\"><figcaption class=\"wp-element-caption\">N\u00e2ng c\u1ea5p c\u00f4ng ngh\u1ec7 \u0111\u1ed3 h\u1ecda v\u00e0 game<\/figcaption><\/figure>\n\n\n\n<h3><span class=\"ez-toc-section\" id=\"Xe_tu_van_hanh\"><\/span><strong>Xe t\u1ef1 v\u1eadn h\u00e0nh<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul>\n<li><strong>X\u1eed l\u00fd d\u1eef li\u1ec7u c\u1ea3m bi\u1ebfn<\/strong>: Tensor Core gi\u00fap xe t\u1ef1 v\u1eadn h\u00e0nh x\u1eed l\u00fd l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u t\u1eeb c\u00e1c c\u1ea3m bi\u1ebfn nh\u01b0 camera, lidar v\u00e0 radar m\u1ed9t c\u00e1ch nhanh ch\u00f3ng v\u00e0 ch\u00ednh x\u00e1c.<\/li>\n\n\n\n<li><strong>Nh\u1eadn di\u1ec7n v\u1eadt th\u1ec3<\/strong>: Tensor Core gi\u00fap xe t\u1ef1 v\u1eadn h\u00e0nh nh\u1eadn di\u1ec7n c\u00e1c v\u1eadt th\u1ec3 tr\u00ean \u0111\u01b0\u1eddng, bao g\u1ed3m ng\u01b0\u1eddi \u0111i b\u1ed9, xe c\u1ed9 v\u00e0 c\u00e1c ch\u01b0\u1edbng ng\u1ea1i v\u1eadt kh\u00e1c.<\/li>\n\n\n\n<li><strong>L\u1eadp k\u1ebf ho\u1ea1ch h\u00e0nh tr\u00ecnh<\/strong>: Tensor Core gi\u00fap xe t\u1ef1 v\u1eadn h\u00e0nh l\u1eadp k\u1ebf ho\u1ea1ch h\u00e0nh tr\u00ecnh v\u00e0 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh l\u00e1i xe an to\u00e0n.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-12-1024x640.jpg\" alt=\"Trong xe t\u1ef1 l\u00e1i, Tensor Core c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 x\u1eed l\u00fd d\u1eef li\u1ec7u t\u1eeb c\u00e1c c\u1ea3m bi\u1ebfn\" class=\"wp-image-99717\" width=\"1024\" height=\"640\" srcset=\"https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-12-1024x640.jpg 1024w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-12-300x188.jpg 300w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-12-768x480.jpg 768w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-12-150x94.jpg 150w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-12-600x375.jpg 600w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-12-696x435.jpg 696w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-12-1392x870.jpg 1392w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-12-1068x668.jpg 1068w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-12-672x420.jpg 672w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-12-1344x840.jpg 1344w, https:\/\/phongvu.vn\/cong-nghe\/wp-content\/uploads\/2024\/09\/tensor-core-12.jpg 1440w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" title=\"\"><figcaption class=\"wp-element-caption\">Trong xe t\u1ef1 l\u00e1i, Tensor Core c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 x\u1eed l\u00fd d\u1eef li\u1ec7u t\u1eeb c\u00e1c c\u1ea3m bi\u1ebfn<\/figcaption><\/figure>\n\n\n\n<h3><span class=\"ez-toc-section\" id=\"Phong_thi_nghiem_va_hoc_vien\"><\/span><strong>Ph\u00f2ng th\u00ed nghi\u1ec7m v\u00e0 h\u1ecdc vi\u1ec7n<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<ul>\n<li><strong>M\u00f4 ph\u1ecfng khoa h\u1ecdc<\/strong>: Tensor Core \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c m\u00f4 ph\u1ecfng khoa h\u1ecdc ph\u1ee9c t\u1ea1p, gi\u00fap c\u00e1c nh\u00e0 khoa h\u1ecdc hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 c\u00e1c hi\u1ec7n t\u01b0\u1ee3ng t\u1ef1 nhi\u00ean.<\/li>\n\n\n\n<li><strong>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/strong>: Tensor Core gi\u00fap c\u00e1c nh\u00e0 khoa h\u1ecdc ph\u00e2n t\u00edch l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u, kh\u00e1m ph\u00e1 c\u00e1c quy lu\u1eadt \u1ea9n v\u00e0 \u0111\u01b0a ra nh\u1eefng ph\u00e1t hi\u1ec7n m\u1edbi.<\/li>\n\n\n\n<li><strong>Ph\u00e1t tri\u1ec3n thu\u1ed1c:<\/strong> Tensor Core \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 ph\u00e1t tri\u1ec3n c\u00e1c lo\u1ea1i thu\u1ed1c m\u1edbi, gi\u00fap gi\u1ea3m thi\u1ec3u th\u1eddi gian v\u00e0 chi ph\u00ed nghi\u00ean c\u1ee9u.<\/li>\n<\/ul>\n\n\n\n<h2><span class=\"ez-toc-section\" id=\"So_sanh_diem_khac_biet_cua_Tensor_Core_voi_CPU_va_GPU\"><\/span><strong>So s\u00e1nh \u0111i\u1ec3m kh\u00e1c bi\u1ec7t c\u1ee7a Tensor Core v\u1edbi CPU v\u00e0 GPU<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>T\u00ednh n\u0103ng<\/strong><\/td><td><strong>CPU<\/strong><\/td><td><strong>GPU<\/strong><\/td><td><strong>Tensor Core<\/strong><\/td><\/tr><tr><td><strong>Ki\u1ebfn tr\u00fac<\/strong><\/td><td>T\u1eebng l\u00f5i th\u1ef1c hi\u1ec7n nhi\u1ec1u t\u00e1c v\u1ee5 kh\u00e1c nhau, t\u1ed1i \u01b0u cho c\u00e1c t\u00e1c v\u1ee5 tu\u1ea7n t\u1ef1.<\/td><td>Nhi\u1ec1u l\u00f5i \u0111\u01a1n gi\u1ea3n, t\u1ed1i \u01b0u cho c\u00e1c t\u00e1c v\u1ee5 song song \u0111\u01a1n gi\u1ea3n.<\/td><td>Ki\u1ebfn tr\u00fac chuy\u00ean d\u1ee5ng, t\u1ed1i \u01b0u h\u00f3a cho c\u00e1c ph\u00e9p t\u00ednh ma tr\u1eadn.<\/td><\/tr><tr><td><strong>M\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng<\/strong><\/td><td>X\u1eed l\u00fd c\u00e1c t\u00e1c v\u1ee5 \u0111a nhi\u1ec7m, \u1ee9ng d\u1ee5ng v\u0103n ph\u00f2ng, h\u1ec7 \u0111i\u1ec1u h\u00e0nh,&#8230;<\/td><td>X\u1eed l\u00fd \u0111\u1ed3 h\u1ecda, t\u00ednh to\u00e1n khoa h\u1ecdc, h\u1ecdc m\u00e1y,&#8230;<\/td><td>T\u0103ng t\u1ed1c c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc s\u00e2u, \u0111\u1eb7c bi\u1ec7t l\u00e0 c\u00e1c ph\u00e9p t\u00ednh ma tr\u1eadn.<\/td><\/tr><tr><td><strong>Hi\u1ec7u n\u0103ng<\/strong><\/td><td>T\u1ed1t \u1edf c\u00e1c t\u00e1c v\u1ee5 tu\u1ea7n t\u1ef1, k\u00e9m h\u01a1n GPU v\u00e0 Tensor Core trong c\u00e1c t\u00e1c v\u1ee5 t\u00ednh to\u00e1n song song.<\/td><td>R\u1ea5t t\u1ed1t \u1edf c\u00e1c t\u00e1c v\u1ee5 t\u00ednh to\u00e1n song song \u0111\u01a1n gi\u1ea3n, nh\u01b0ng k\u00e9m hi\u1ec7u qu\u1ea3 h\u01a1n Tensor Core trong c\u00e1c ph\u00e9p t\u00ednh ma tr\u1eadn.<\/td><td>Xu\u1ea5t s\u1eafc trong c\u00e1c ph\u00e9p t\u00ednh ma tr\u1eadn, l\u00e0 c\u00f4ng c\u1ee5 l\u00fd t\u01b0\u1edfng cho h\u1ecdc s\u00e2u.<\/td><\/tr><tr><td><strong>\u0110\u1ed9 ph\u1ee9c t\u1ea1p c\u1ee7a t\u00e1c v\u1ee5<\/strong><\/td><td>C\u00f3 th\u1ec3 x\u1eed l\u00fd c\u00e1c t\u00e1c v\u1ee5 ph\u1ee9c t\u1ea1p v\u00e0 \u0111a d\u1ea1ng.<\/td><td>Th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho c\u00e1c t\u00e1c v\u1ee5 \u0111\u01a1n gi\u1ea3n, l\u1eb7p \u0111i l\u1eb7p l\u1ea1i.<\/td><td>Chuy\u00ean bi\u1ec7t cho c\u00e1c ph\u00e9p t\u00ednh ma tr\u1eadn, kh\u00f4ng ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c t\u00e1c v\u1ee5 kh\u00e1c.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2><span class=\"ez-toc-section\" id=\"Tong_ket\"><\/span><strong>T\u1ed5ng k\u1ebft<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Qua b\u00e0i vi\u1ebft n\u00e0y, ch\u00fang ta \u0111\u00e3 c\u00f9ng nhau t\u00ecm hi\u1ec3u v\u1ec1 Tensor Core &#8211; m\u1ed9t c\u00f4ng ngh\u1ec7 \u0111ang l\u00e0m thay \u0111\u1ed5i th\u1ebf gi\u1edbi. Tuy nhi\u00ean, \u0111\u00e2y m\u1edbi ch\u1ec9 l\u00e0 nh\u1eefng th\u00f4ng tin c\u01a1 b\u1ea3n. N\u1ebfu b\u1ea1n mu\u1ed1n kh\u00e1m ph\u00e1 s\u00e2u h\u01a1n v\u1ec1 Tensor Core v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a n\u00f3, h\u00e3y ti\u1ebfp t\u1ee5c theo d\u00f5i Phong V\u0169 Tech News. Ch\u00fang t\u00f4i s\u1ebd mang \u0111\u1ebfn cho b\u1ea1n nh\u1eefng th\u00f4ng tin c\u1eadp nh\u1eadt v\u00e0 th\u00fa v\u1ecb nh\u1ea5t v\u1ec1 c\u00f4ng ngh\u1ec7.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>B\u1ea1n \u0111\u00e3 bao gi\u1edd t\u1ef1 h\u1ecfi l\u00e0m th\u1ebf n\u00e0o c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y c\u00f3 th\u1ec3 nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t, d\u1ecbch ng\u00f4n ng\u1eef m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c hay t\u1ea1o ra nh\u1eefng b\u1ee9c tranh ngh\u1ec7 thu\u1eadt \u0111\u1ea7y s\u00e1ng t\u1ea1o? C\u00e2u tr\u1ea3 l\u1eddi n\u1eb1m \u1edf s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n kh\u1ed5ng l\u1ed3 c\u1ee7a c\u00e1c b\u1ed9 x\u1eed l\u00fd \u0111\u1ed3 [&hellip;]<\/p>\n","protected":false},"author":29,"featured_media":99706,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false},"categories":[74],"tags":[],"_links":{"self":[{"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/posts\/99704"}],"collection":[{"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/users\/29"}],"replies":[{"embeddable":true,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/comments?post=99704"}],"version-history":[{"count":3,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/posts\/99704\/revisions"}],"predecessor-version":[{"id":102426,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/posts\/99704\/revisions\/102426"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/media\/99706"}],"wp:attachment":[{"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/media?parent=99704"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/categories?post=99704"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/phongvu.vn\/cong-nghe\/wp-json\/wp\/v2\/tags?post=99704"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}