{"id":525675,"date":"2026-01-30T22:10:08","date_gmt":"2026-01-30T15:10:08","guid":{"rendered":"https:\/\/hoanghamobile.com\/tin-tuc\/?p=525675"},"modified":"2026-01-30T22:10:08","modified_gmt":"2026-01-30T15:10:08","slug":"npu","status":"publish","type":"post","link":"https:\/\/hoanghamobile.com\/tin-tuc\/npu\/","title":{"rendered":"NPU l\u00e0 g\u00ec? Vai tr\u00f2, \u1ee9ng d\u1ee5ng v\u00e0 s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa NPU, CPU, GPU"},"content":{"rendered":"<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Trong b\u1ed1i c\u1ea3nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) ng\u00e0y c\u00e0ng len s\u00e2u v\u00e0o m\u1ecdi l\u0129nh v\u1ef1c c\u1ee7a \u0111\u1eddi s\u1ed1ng, c\u00e1c thi\u1ebft b\u1ecb c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i kh\u00f4ng ch\u1ec9 c\u1ea7n m\u1ea1nh h\u01a1n m\u00e0 c\u00f2n ph\u1ea3i th\u00f4ng minh v\u00e0 ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng h\u01a1n. \u0110\u00f3 ch\u00ednh l\u00e0 l\u00fd do <strong>NPU<\/strong> \u2013 b\u1ed9 x\u1eed l\u00fd chuy\u00ean d\u1ee5ng cho c\u00e1c t\u00e1c v\u1ee5 AI \u2013 ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c nh\u1eafc \u0111\u1ebfn nhi\u1ec1u trong c\u00e1c s\u1ea3n ph\u1ea9m nh\u01b0 \u0111i\u1ec7n tho\u1ea1i th\u00f4ng minh, laptop, camera an ninh hay thi\u1ebft b\u1ecb IoT. V\u1eady NPU l\u00e0 g\u00ec, vai tr\u00f2 c\u1ee7a n\u00f3 ra sao v\u00e0 kh\u00e1c g\u00ec so v\u1edbi CPU hay GPU v\u1ed1n \u0111\u00e3 quen thu\u1ed9c? B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u r\u00f5 b\u1ea3n ch\u1ea5t c\u1ee7a b\u1ed9 x\u1eed l\u00fd n\u00e0y, \u0111\u00e1nh gi\u00e1 \u01b0u nh\u01b0\u1ee3c \u0111i\u1ec3m c\u0169ng nh\u01b0 ti\u1ec1m n\u0103ng ph\u00e1t tri\u1ec3n, t\u1eeb \u0111\u00f3 c\u00f3 c\u01a1 s\u1edf c\u00e2n nh\u1eafc li\u1ec7u thi\u1ebft b\u1ecb t\u00edch h\u1ee3p NPU c\u00f3 th\u1ef1c s\u1ef1 \u0111\u00e1ng mua hay kh\u00f4ng.<\/span><\/p>\n<h2 style=\"text-align: justify;\"><b>NPU l\u00e0 g\u00ec?<\/b><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\"><strong>NPU (Neural Processing Unit)<\/strong> l\u00e0 \u0111\u01a1n v\u1ecb x\u1eed l\u00fd th\u1ea7n kinh \u2013 m\u1ed9t lo\u1ea1i vi x\u1eed l\u00fd \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf chuy\u00ean bi\u1ec7t \u0111\u1ec3 t\u0103ng t\u1ed1c c\u00e1c thu\u1eadt to\u00e1n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, \u0111\u1eb7c bi\u1ec7t l\u00e0 c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y (machine learning) v\u00e0 h\u1ecdc s\u00e2u (deep learning). Kh\u00e1c v\u1edbi CPU mang t\u00ednh \u0111a n\u0103ng hay GPU thi\u00ean v\u1ec1 x\u1eed l\u00fd song song \u0111\u1ed3 h\u1ecda, NPU t\u1eadp trung t\u1ed1i \u01b0u cho c\u00e1c ph\u00e9p to\u00e1n ma tr\u1eadn, vector \u2013 n\u1ec1n t\u1ea3ng c\u1ee7a m\u1ea1ng n\u01a1-ron nh\u00e2n t\u1ea1o.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">V\u1ec1 m\u1eb7t k\u1ef9 thu\u1eadt, b\u1ed9 x\u1eed l\u00fd n\u00e0y \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng v\u1edbi ki\u1ebfn tr\u00fac cho ph\u00e9p x\u1eed l\u00fd h\u00e0ng lo\u1ea1t ph\u00e9p t\u00ednh \u0111\u01a1n gi\u1ea3n nh\u01b0ng s\u1ed1 l\u01b0\u1ee3ng l\u1edbn trong th\u1eddi gian r\u1ea5t ng\u1eafn. \u0110i\u1ec1u n\u00e0y gi\u00fap c\u00e1c t\u00e1c v\u1ee5 nh\u01b0 nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t, x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh hay d\u1ef1 \u0111o\u00e1n h\u00e0nh vi ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n nhanh h\u01a1n v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n. \u0110\u1eb7c bi\u1ec7t, NPU th\u01b0\u1eddng ho\u1ea1t \u0111\u1ed9ng v\u1edbi m\u1ee9c ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u0103ng th\u1ea5p, r\u1ea5t ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c thi\u1ebft b\u1ecb di \u0111\u1ed9ng.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Ng\u00e0y nay, NPU th\u01b0\u1eddng \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p tr\u1ef1c ti\u1ebfp v\u00e0o SoC (System on a Chip) c\u1ee7a smartphone ho\u1eb7c laptop, v\u00ed d\u1ee5 nh\u01b0 Apple Neural Engine, Qualcomm AI Engine hay NPU trong c\u00e1c d\u00f2ng chip c\u1ee7a MediaTek. S\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a Nb\u1ed9 x\u1eed l\u00fd n\u00e0y \u0111\u00e3 \u0111\u00e1nh d\u1ea5u b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng trong vi\u1ec7c \u0111\u01b0a AI t\u1eeb trung t\u00e2m d\u1eef li\u1ec7u (cloud) xu\u1ed1ng thi\u1ebft b\u1ecb \u0111\u1ea7u cu\u1ed1i (edge), gi\u00fap t\u0103ng t\u1ed1c x\u1eed l\u00fd v\u00e0 b\u1ea3o v\u1ec7 quy\u1ec1n ri\u00eang t\u01b0 ng\u01b0\u1eddi d\u00f9ng.<\/span><\/p>\n<p style=\"text-align: justify;\"><picture><source srcset=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-01.jpg.webp 800w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-01-300x169.jpg.webp 300w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-01-768x432.jpg.webp 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" type=\"image\/webp\"><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter size-full wp-image-525679 webpexpress-processed\" src=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-01.jpg\" alt=\"npu-01\" width=\"800\" height=\"450\" srcset=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-01.jpg 800w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-01-300x169.jpg 300w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-01-768x432.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\"><\/picture><\/p>\n<h2 style=\"text-align: justify;\"><b>S\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa NPU, CPU v\u00e0 GPU<\/b><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">M\u1ed7i lo\u1ea1i b\u1ed9 x\u1eed l\u00fd \u0111\u1ec1u c\u00f3 m\u1ee5c ti\u00eau thi\u1ebft k\u1ebf v\u00e0 th\u1ebf m\u1ea1nh ri\u00eang. Vi\u1ec7c hi\u1ec3u r\u00f5 s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa NPU, CPU v\u00e0 GPU s\u1ebd gi\u00fap ng\u01b0\u1eddi d\u00f9ng \u0111\u00e1nh gi\u00e1 ch\u00ednh x\u00e1c vai tr\u00f2 c\u1ee7a NPU trong h\u1ec7 th\u1ed1ng.<\/span><\/p>\n<h3 style=\"text-align: justify;\"><b>So s\u00e1nh v\u1ec1 ch\u1ee9c n\u0103ng v\u00e0 m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng<\/b><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">CPU (Central Processing Unit) l\u00e0 \u201cb\u1ed9 n\u00e3o\u201d trung t\u00e2m c\u1ee7a h\u1ec7 th\u1ed1ng, \u0111\u1ea3m nhi\u1ec7m h\u1ea7u h\u1ebft c\u00e1c t\u00e1c v\u1ee5 t\u00ednh to\u00e1n chung, t\u1eeb ch\u1ea1y h\u1ec7 \u0111i\u1ec1u h\u00e0nh \u0111\u1ebfn x\u1eed l\u00fd \u1ee9ng d\u1ee5ng. CPU c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd \u0111a d\u1ea1ng nh\u01b0ng kh\u00f4ng t\u1ed1i \u01b0u cho c\u00e1c ph\u00e9p to\u00e1n AI ph\u1ee9c t\u1ea1p.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">GPU (Graphics Processing Unit) ban \u0111\u1ea7u \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho \u0111\u1ed3 h\u1ecda, nh\u01b0ng nh\u1edd kh\u1ea3 n\u0103ng x\u1eed l\u00fd song song m\u1ea1nh m\u1ebd, GPU tr\u1edf th\u00e0nh l\u1ef1a ch\u1ecdn ph\u1ed5 bi\u1ebfn cho hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh AI. Tuy nhi\u00ean, GPU ti\u00eau th\u1ee5 nhi\u1ec1u \u0111i\u1ec7n n\u0103ng v\u00e0 kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o c\u0169ng ph\u00f9 h\u1ee3p cho thi\u1ebft b\u1ecb di \u0111\u1ed9ng.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">NPU, ng\u01b0\u1ee3c l\u1ea1i, \u0111\u01b0\u1ee3c sinh ra \u0111\u1ec3 ph\u1ee5c v\u1ee5 ri\u00eang cho AI. N\u00f3 kh\u00f4ng thay th\u1ebf CPU hay GPU m\u00e0 ho\u1ea1t \u0111\u1ed9ng song song, \u0111\u1ea3m nh\u1eadn c\u00e1c t\u00e1c v\u1ee5 h\u1ecdc m\u00e1y v\u1edbi hi\u1ec7u su\u1ea5t cao v\u00e0 m\u1ee9c ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u0103ng th\u1ea5p h\u01a1n \u0111\u00e1ng k\u1ec3.<\/span><\/p>\n<p style=\"text-align: justify;\"><picture><source srcset=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-02.jpg.webp 800w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-02-300x169.jpg.webp 300w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-02-768x432.jpg.webp 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" type=\"image\/webp\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-525680 webpexpress-processed\" src=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-02.jpg\" alt=\"npu-02\" width=\"800\" height=\"450\" srcset=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-02.jpg 800w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-02-300x169.jpg 300w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-02-768x432.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\"><\/picture><\/p>\n<h3 style=\"text-align: justify;\"><b>So s\u00e1nh<\/b> <strong>CPU, GPU v\u00e0 NPU v<\/strong><b>\u1ec1 hi\u1ec7u n\u0103ng v\u00e0 m\u1ee9c ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng<\/b><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">CPU, GPU v\u00e0 NPU \u0111\u1ec1u \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong x\u1eed l\u00fd tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, tuy nhi\u00ean m\u1ed7i lo\u1ea1i l\u1ea1i ph\u00f9 h\u1ee3p v\u1edbi nh\u1eefng m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng kh\u00e1c nhau. Vi\u1ec7c so s\u00e1nh v\u1ec1 hi\u1ec7u n\u0103ng v\u00e0 m\u1ee9c ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng gi\u00fap l\u00e0m r\u00f5 v\u1ecb tr\u00ed v\u00e0 \u01b0u th\u1ebf c\u1ee7a t\u1eebng b\u1ed9 x\u1eed l\u00fd trong h\u1ec7 th\u1ed1ng.<\/span><\/p>\n<p style=\"text-align: justify;\"><b>V\u1ec1 hi\u1ec7u n\u0103ng:<\/b><\/p>\n<ul style=\"text-align: justify;\">\n<li style=\"font-weight: 400;\"><b>GPU:<\/b><span style=\"font-weight: 400;\"> V\u01b0\u1ee3t tr\u1ed9i trong c\u00e1c t\u00e1c v\u1ee5 hu\u1ea5n luy\u1ec7n AI quy m\u00f4 l\u1edbn nh\u1edd kh\u1ea3 n\u0103ng x\u1eed l\u00fd song song m\u1ea1nh m\u1ebd, \u0111\u1eb7c bi\u1ec7t ph\u00f9 h\u1ee3p cho trung t\u00e2m d\u1eef li\u1ec7u v\u00e0 m\u00e1y ch\u1ee7.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>NPU:<\/b><span style=\"font-weight: 400;\"> Ph\u00e1t huy hi\u1ec7u qu\u1ea3 cao nh\u1ea5t trong c\u00e1c t\u00e1c v\u1ee5 suy lu\u1eadn (inference) tr\u1ef1c ti\u1ebfp tr\u00ean thi\u1ebft b\u1ecb, mang l\u1ea1i t\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd nhanh v\u00e0 \u0111\u1ed9 tr\u1ec5 th\u1ea5p.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>CPU:<\/b><span style=\"font-weight: 400;\"> C\u00f3 t\u00ednh linh ho\u1ea1t cao, \u0111\u1ea3m nhi\u1ec7m nhi\u1ec1u lo\u1ea1i t\u00e1c v\u1ee5 kh\u00e1c nhau nh\u01b0ng th\u01b0\u1eddng ch\u1eadm h\u01a1n v\u00e0 k\u00e9m hi\u1ec7u qu\u1ea3 h\u01a1n khi x\u1eed l\u00fd c\u00e1c t\u00e1c v\u1ee5 AI chuy\u00ean s\u00e2u.<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><picture><source srcset=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-03.jpg.webp 800w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-03-300x169.jpg.webp 300w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-03-768x432.jpg.webp 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" type=\"image\/webp\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-525681 webpexpress-processed\" src=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-03.jpg\" alt=\"npu-03\" width=\"800\" height=\"450\" srcset=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-03.jpg 800w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-03-300x169.jpg 300w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-03-768x432.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\"><\/picture><\/p>\n<p style=\"text-align: justify;\"><b>V\u1ec1 m\u1ee9c ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng:<\/b><\/p>\n<ul style=\"text-align: justify;\">\n<li style=\"font-weight: 400;\"><b>NPU:<\/b><span style=\"font-weight: 400;\"> C\u00f3 \u01b0u th\u1ebf r\u00f5 r\u1ec7t nh\u1edd ki\u1ebfn tr\u00fac chuy\u00ean bi\u1ec7t cho c\u00e1c ph\u00e9p to\u00e1n AI, gi\u00fap gi\u1ea3m \u0111i\u1ec7n n\u0103ng ti\u00eau th\u1ee5, h\u1ea1n ch\u1ebf sinh nhi\u1ec7t v\u00e0 k\u00e9o d\u00e0i th\u1eddi l\u01b0\u1ee3ng pin.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>GPU:<\/b><span style=\"font-weight: 400;\"> Ti\u00eau th\u1ee5 nhi\u1ec1u n\u0103ng l\u01b0\u1ee3ng h\u01a1n, \u0111\u1eb7c bi\u1ec7t khi x\u1eed l\u00fd c\u00e1c m\u00f4 h\u00ecnh l\u1edbn ho\u1eb7c t\u00e1c v\u1ee5 li\u00ean t\u1ee5c.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>CPU:<\/b><span style=\"font-weight: 400;\"> M\u1ee9c ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng \u1edf m\u1ee9c trung b\u00ecnh nh\u01b0ng kh\u00f4ng t\u1ed1i \u01b0u cho c\u00e1c t\u00e1c v\u1ee5 AI ph\u1ee9c t\u1ea1p.<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Ch\u00ednh s\u1ef1 c\u00e2n b\u1eb1ng gi\u1eefa <\/span><b>hi\u1ec7u n\u0103ng x\u1eed l\u00fd AI v\u00e0 hi\u1ec7u qu\u1ea3 n\u0103ng l\u01b0\u1ee3ng<\/b><span style=\"font-weight: 400;\"> \u0111\u00e3 khi\u1ebfn NPU tr\u1edf th\u00e0nh th\u00e0nh ph\u1ea7n then ch\u1ed1t trong smartphone, thi\u1ebft b\u1ecb IoT v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh hi\u1ec7n \u0111\u1ea1i.<\/span><\/p>\n<h2 style=\"text-align: justify;\"><b>\u01afu v\u00e0 nh\u01b0\u1ee3c \u0111i\u1ec3m c\u1ee7a vi x\u1eed l\u00fd NPU<\/b><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Vi\u1ec7c t\u00edch h\u1ee3p NPU mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch, nh\u01b0ng c\u0169ng t\u1ed3n t\u1ea1i m\u1ed9t s\u1ed1 h\u1ea1n ch\u1ebf nh\u1ea5t \u0111\u1ecbnh m\u00e0 ng\u01b0\u1eddi d\u00f9ng c\u1ea7n c\u00e2n nh\u1eafc.<\/span><\/p>\n<h3 style=\"text-align: justify;\"><b>\u01afu \u0111i\u1ec3m c\u1ee7a NPU<\/b><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">B\u1ed9 x\u1eed l\u00fd Neural Processing Unit \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n nh\u1eb1m t\u1ed1i \u01b0u h\u00f3a c\u00e1c t\u00e1c v\u1ee5 li\u00ean quan \u0111\u1ebfn tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch v\u01b0\u1ee3t tr\u1ed9i cho hi\u1ec7u n\u0103ng v\u00e0 tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng. C\u1ee5 th\u1ec3, n\u00f3 s\u1edf h\u1eefu c\u00e1c \u01b0u \u0111i\u1ec3m n\u1ed5i b\u1eadt sau:<\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li style=\"font-weight: 400;\"><b>T\u0103ng t\u1ed1c x\u1eed l\u00fd AI v\u01b0\u1ee3t tr\u1ed9i:<\/b><span style=\"font-weight: 400;\"> cho ph\u00e9p th\u1ef1c hi\u1ec7n nhanh ch\u00f3ng v\u00e0 m\u01b0\u1ee3t m\u00e0 c\u00e1c t\u00e1c v\u1ee5 nh\u01b0 nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh, x\u1eed l\u00fd gi\u1ecdng n\u00f3i, t\u1ed1i \u01b0u h\u00f3a camera v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng AI kh\u00e1c.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Gi\u1ea3m t\u1ea3i cho CPU v\u00e0 GPU:<\/b><span style=\"font-weight: 400;\"> Vi\u1ec7c ph\u00e2n b\u1ed5 c\u00e1c t\u00e1c v\u1ee5 AI cho NPU gi\u00fap CPU v\u00e0 GPU t\u1eadp trung v\u00e0o c\u00e1c nhi\u1ec7m v\u1ee5 c\u1ed1t l\u00f5i, t\u1eeb \u0111\u00f3 n\u00e2ng cao hi\u1ec7u su\u1ea5t t\u1ed5ng th\u1ec3 c\u1ee7a h\u1ec7 th\u1ed1ng.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng:<\/b><span style=\"font-weight: 400;\"> B\u1ed9 x\u1eed l\u00fd \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3 v\u1edbi m\u1ee9c ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u0103ng th\u1ea5p, gi\u00fap thi\u1ebft b\u1ecb k\u00e9o d\u00e0i th\u1eddi gian s\u1eed d\u1ee5ng m\u00e0 kh\u00f4ng c\u1ea7n t\u0103ng dung l\u01b0\u1ee3ng pin.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>T\u0103ng c\u01b0\u1eddng b\u1ea3o m\u1eadt d\u1eef li\u1ec7u:<\/b><span style=\"font-weight: 400;\"> X\u1eed l\u00fd AI tr\u1ef1c ti\u1ebfp tr\u00ean thi\u1ebft b\u1ecb gi\u00fap h\u1ea1n ch\u1ebf vi\u1ec7c truy\u1ec1n d\u1eef li\u1ec7u ra ngo\u00e0i, gi\u1ea3m ph\u1ee5 thu\u1ed9c v\u00e0o k\u1ebft n\u1ed1i internet v\u00e0 n\u00e2ng cao m\u1ee9c \u0111\u1ed9 b\u1ea3o v\u1ec7 th\u00f4ng tin c\u00e1 nh\u00e2n.<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><picture><source srcset=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-04.jpeg.webp 800w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-04-300x169.jpeg.webp 300w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-04-768x432.jpeg.webp 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" type=\"image\/webp\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-525682 webpexpress-processed\" src=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-04.jpeg\" alt=\"npu-04\" width=\"800\" height=\"450\" srcset=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-04.jpeg 800w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-04-300x169.jpeg 300w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-04-768x432.jpeg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\"><\/picture><\/p>\n<h3 style=\"text-align: justify;\"><b>Nh\u01b0\u1ee3c \u0111i\u1ec3m v\u00e0 h\u1ea1n ch\u1ebf c\u1ee7a NPU<\/b><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">B\u00ean c\u1ea1nh nh\u1eefng \u01b0u \u0111i\u1ec3m n\u1ed5i b\u1eadt, NPU v\u1eabn t\u1ed3n t\u1ea1i m\u1ed9t s\u1ed1 h\u1ea1n ch\u1ebf nh\u1ea5t \u0111\u1ecbnh, c\u1ea7n \u0111\u01b0\u1ee3c xem x\u00e9t khi \u0111\u00e1nh gi\u00e1 vai tr\u00f2 v\u00e0 gi\u00e1 tr\u1ecb s\u1eed d\u1ee5ng trong th\u1ef1c t\u1ebf. C\u1ee5 th\u1ec3:<\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li style=\"font-weight: 400;\"><b>Ph\u1ea1m vi t\u00e1c v\u1ee5 c\u00f2n h\u1ea1n ch\u1ebf:<\/b><span style=\"font-weight: 400;\"> B\u1ed9 x\u1eed l\u00fd ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u cho m\u1ed9t s\u1ed1 t\u00e1c v\u1ee5 AI chuy\u00ean bi\u1ec7t, do \u0111\u00f3 kh\u00f4ng th\u1ec3 thay th\u1ebf ho\u00e0n to\u00e0n vai tr\u00f2 c\u1ee7a CPU hay GPU trong h\u1ec7 th\u1ed1ng.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Ph\u1ee5 thu\u1ed9c v\u00e0o ph\u1ea7n m\u1ec1m v\u00e0 kh\u1ea3 n\u0103ng t\u1ed1i \u01b0u:<\/b><span style=\"font-weight: 400;\"> Hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng c\u1ee7a NPU ch\u1ecbu \u1ea3nh h\u01b0\u1edfng l\u1edbn t\u1eeb h\u1ec7 sinh th\u00e1i ph\u1ea7n m\u1ec1m, thu\u1eadt to\u00e1n v\u00e0 m\u1ee9c \u0111\u1ed9 t\u1ed1i \u01b0u h\u00f3a c\u1ee7a nh\u00e0 s\u1ea3n xu\u1ea5t.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Kh\u00f3 nh\u1eadn th\u1ea5y kh\u00e1c bi\u1ec7t \u0111\u1ed1i v\u1edbi ng\u01b0\u1eddi d\u00f9ng ph\u1ed5 th\u00f4ng:<\/b><span style=\"font-weight: 400;\"> Trong c\u00e1c t\u00e1c v\u1ee5 s\u1eed d\u1ee5ng h\u1eb1ng ng\u00e0y, s\u1ef1 ch\u00eanh l\u1ec7ch hi\u1ec7u n\u0103ng gi\u1eefa thi\u1ebft b\u1ecb m\u1ea1nh v\u00e0 y\u1ebfu \u0111\u00f4i khi kh\u00f4ng qu\u00e1 r\u00f5 r\u1ec7t.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Ch\u01b0a ch\u1eafc t\u01b0\u01a1ng x\u1ee9ng v\u1edbi chi ph\u00ed \u0111\u1ea7u t\u01b0:<\/b><span style=\"font-weight: 400;\"> \u0110\u1ed1i v\u1edbi ng\u01b0\u1eddi d\u00f9ng c\u00f3 nhu c\u1ea7u AI kh\u00f4ng cao, vi\u1ec7c l\u1ef1a ch\u1ecdn thi\u1ebft b\u1ecb trang b\u1ecb b\u1ed9 x\u1eed l\u00fd cao c\u1ea5p c\u00f3 th\u1ec3 ch\u01b0a mang l\u1ea1i l\u1ee3i \u00edch t\u01b0\u01a1ng x\u1ee9ng v\u1edbi chi ph\u00ed b\u1ecf ra.<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><picture><source srcset=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-05.jpg.webp 800w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-05-300x169.jpg.webp 300w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-05-768x432.jpg.webp 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" type=\"image\/webp\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-525683 webpexpress-processed\" src=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-05.jpg\" alt=\"npu-05\" width=\"800\" height=\"450\" srcset=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-05.jpg 800w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-05-300x169.jpg 300w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-05-768x432.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\"><\/picture><\/p>\n<h2 style=\"text-align: justify;\"><b>\u1ee8ng d\u1ee5ng c\u1ee7a NPU trong c\u00e1c s\u1ea3n ph\u1ea9m c\u00f4ng ngh\u1ec7<\/b><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Nh\u1edd kh\u1ea3 n\u0103ng x\u1eed l\u00fd chuy\u00ean bi\u1ec7t c\u00e1c t\u00e1c v\u1ee5 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, NPU ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p r\u1ed9ng r\u00e3i trong nhi\u1ec1u d\u00f2ng s\u1ea3n ph\u1ea9m c\u00f4ng ngh\u1ec7, g\u00f3p ph\u1ea7n n\u00e2ng cao hi\u1ec7u n\u0103ng, t\u00ednh th\u00f4ng minh v\u00e0 m\u1ee9c \u0111\u1ed9 b\u1ea3o m\u1eadt c\u1ee7a thi\u1ebft b\u1ecb. C\u00e1c \u1ee9ng d\u1ee5ng ti\u00eau bi\u1ec3u c\u1ee7a NPU bao g\u1ed3m:<\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li style=\"font-weight: 400;\"><b>Smartphone:<\/b><span style=\"font-weight: 400;\"> B\u1ed9 x\u1eed l\u00fd h\u1ed7 tr\u1ee3 ch\u1ee5p \u1ea3nh th\u00f4ng minh, nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t, v\u1eadn h\u00e0nh tr\u1ee3 l\u00fd \u1ea3o v\u00e0 d\u1ecbch thu\u1eadt theo th\u1eddi gian th\u1ef1c, gi\u00fap c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Laptop v\u00e0 m\u00e1y t\u00ednh c\u00e1 nh\u00e2n:<\/b><span style=\"font-weight: 400;\"> B\u1ed9 x\u1eed l\u00fd g\u00f3p ph\u1ea7n t\u1ed1i \u01b0u hi\u1ec7u su\u1ea5t c\u00e1c \u1ee9ng d\u1ee5ng AI, x\u1eed l\u00fd v\u00e0 ch\u1ec9nh s\u1eeda video, l\u1ecdc ti\u1ebfng \u1ed3n trong h\u1ed9i h\u1ecdp tr\u1ef1c tuy\u1ebfn, \u0111\u1ed3ng th\u1eddi n\u00e2ng cao hi\u1ec7u qu\u1ea3 l\u00e0m vi\u1ec7c.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Thi\u1ebft b\u1ecb IoT v\u00e0 camera an ninh:<\/b><span style=\"font-weight: 400;\"> B\u1ed9 x\u1eed l\u00fd cho ph\u00e9p ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh, ph\u00e1t hi\u1ec7n chuy\u1ec3n \u0111\u1ed9ng v\u00e0 nh\u1eadn di\u1ec7n \u0111\u1ed1i t\u01b0\u1ee3ng tr\u1ef1c ti\u1ebfp tr\u00ean thi\u1ebft b\u1ecb, t\u1eeb \u0111\u00f3 gi\u1ea3m \u0111\u1ed9 tr\u1ec5, h\u1ea1n ch\u1ebf ph\u1ee5 thu\u1ed9c v\u00e0o \u0111\u00e1m m\u00e2y v\u00e0 t\u0103ng c\u01b0\u1eddng b\u1ea3o m\u1eadt d\u1eef li\u1ec7u.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Xe t\u1ef1 l\u00e1i v\u00e0 ph\u01b0\u01a1ng ti\u1ec7n th\u00f4ng minh:<\/b><span style=\"font-weight: 400;\"> B\u1ed9 x\u1eed l\u00fd \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c x\u1eed l\u00fd d\u1eef li\u1ec7u t\u1eeb c\u00e1c c\u1ea3m bi\u1ebfn, h\u1ed7 tr\u1ee3 nh\u1eadn di\u1ec7n m\u00f4i tr\u01b0\u1eddng v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh nhanh ch\u00f3ng, ch\u00ednh x\u00e1c.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Thi\u1ebft b\u1ecb y t\u1ebf th\u00f4ng minh:<\/b><span style=\"font-weight: 400;\"> NPU h\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, h\u00ecnh \u1ea3nh y khoa v\u00e0 c\u00e1c t\u00edn hi\u1ec7u sinh h\u1ecdc, g\u00f3p ph\u1ea7n n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c trong ch\u1ea9n \u0111o\u00e1n v\u00e0 h\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh \u0111i\u1ec1u tr\u1ecb.<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><picture><source srcset=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-06.jpg.webp 800w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-06-300x169.jpg.webp 300w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-06-768x432.jpg.webp 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" type=\"image\/webp\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-525684 webpexpress-processed\" src=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-06.jpg\" alt=\"npu-06\" width=\"800\" height=\"450\" srcset=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-06.jpg 800w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-06-300x169.jpg 300w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-06-768x432.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\"><\/picture><\/p>\n<h2 style=\"text-align: justify;\"><b>T\u01b0\u01a1ng lai c\u1ee7a NPU<\/b><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Trong b\u1ed1i c\u1ea3nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n v\u00e0 \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng ng\u00e0y c\u00e0ng s\u00e2u r\u1ed9ng, NPU \u0111\u01b0\u1ee3c d\u1ef1 \u0111o\u00e1n s\u1ebd gi\u1eef vai tr\u00f2 ng\u00e0y c\u00e0ng quan tr\u1ecdng trong h\u1ec7 sinh th\u00e1i c\u00f4ng ngh\u1ec7. S\u1ef1 ti\u1ebfn b\u1ed9 c\u1ee7a NPU s\u1ebd g\u1eafn li\u1ec1n v\u1edbi c\u1ea3 ph\u1ea7n c\u1ee9ng l\u1eabn ph\u1ea7n m\u1ec1m, nh\u1eb1m \u0111\u00e1p \u1ee9ng nhu c\u1ea7u x\u1eed l\u00fd AI ng\u00e0y c\u00e0ng cao. C\u1ee5 th\u1ec3:<\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li style=\"font-weight: 400;\"><b>C\u1ea3i ti\u1ebfn ki\u1ebfn tr\u00fac v\u00e0 hi\u1ec7u su\u1ea5t:<\/b><span style=\"font-weight: 400;\"> C\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t chip s\u1ebd ti\u1ebfp t\u1ee5c t\u1ed1i \u01b0u ki\u1ebfn tr\u00fac c\u1ee7a b\u1ed9 x\u1eed l\u00fd n\u00e0y \u0111\u1ec3 n\u00e2ng cao n\u0103ng l\u1ef1c x\u1eed l\u00fd, \u0111\u1ed3ng th\u1eddi gi\u1ea3m m\u1ee9c ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng v\u00e0 t\u0103ng hi\u1ec7u qu\u1ea3 v\u1eadn h\u00e0nh.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>M\u1edf r\u1ed9ng kh\u1ea3 n\u0103ng h\u1ed7 tr\u1ee3 ph\u1ea7n m\u1ec1m:<\/b><span style=\"font-weight: 400;\"> H\u1ec7 sinh th\u00e1i ph\u1ea7n m\u1ec1m, c\u00f4ng c\u1ee5 v\u00e0 thu\u1eadt to\u00e1n AI s\u1ebd ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u cho NPU, gi\u00fap khai th\u00e1c t\u1ed1i \u0111a ti\u1ec1m n\u0103ng c\u1ee7a ph\u1ea7n c\u1ee9ng.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Th\u00fac \u0111\u1ea9y xu h\u01b0\u1edbng \u201cAI on-device\u201d:<\/b><span style=\"font-weight: 400;\"> Vi\u1ec7c x\u1eed l\u00fd AI tr\u1ef1c ti\u1ebfp tr\u00ean thi\u1ebft b\u1ecb s\u1ebd tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn, gi\u1ea3m s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y v\u00e0 k\u1ebft n\u1ed1i internet.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Tr\u1edf th\u00e0nh th\u00e0nh ph\u1ea7n ti\u00eau chu\u1ea9n c\u1ee7a thi\u1ebft b\u1ecb th\u00f4ng minh:<\/b><span style=\"font-weight: 400;\"> NPU nhi\u1ec1u kh\u1ea3 n\u0103ng s\u1ebd \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p nh\u01b0 m\u1ed9t b\u1ed9 ph\u1eadn m\u1eb7c \u0111\u1ecbnh tr\u00ean h\u1ea7u h\u1ebft c\u00e1c thi\u1ebft b\u1ecb c\u00f4ng ngh\u1ec7 trong t\u01b0\u01a1ng lai.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>N\u00e2ng cao quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 t\u00ednh \u1ed5n \u0111\u1ecbnh:<\/b><span style=\"font-weight: 400;\"> Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00e1c t\u00ednh n\u0103ng AI m\u1ea1nh m\u1ebd h\u01a1n trong khi v\u1eabn \u0111\u1ea3m b\u1ea3o an to\u00e0n d\u1eef li\u1ec7u c\u00e1 nh\u00e2n v\u00e0 s\u1ef1 \u1ed5n \u0111\u1ecbnh c\u1ee7a h\u1ec7 th\u1ed1ng.<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><picture><source srcset=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-07.jpg.webp 800w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-07-300x169.jpg.webp 300w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-07-768x432.jpg.webp 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" type=\"image\/webp\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-525693 webpexpress-processed\" src=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-07.jpg\" alt=\"npu-07\" width=\"800\" height=\"450\" srcset=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-07.jpg 800w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-07-300x169.jpg 300w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-07-768x432.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\"><\/picture><\/p>\n<h2 style=\"text-align: justify;\"><b>C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 NPU<\/b><\/h2>\n<ul style=\"text-align: justify;\">\n<li><b>NPU c\u00f3 thay th\u1ebf CPU kh\u00f4ng?<\/b><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Kh\u00f4ng. NPU ch\u1ec9 h\u1ed7 tr\u1ee3 c\u00e1c t\u00e1c v\u1ee5 AI, trong khi CPU v\u1eabn l\u00e0 trung t\u00e2m x\u1eed l\u00fd ch\u00ednh.<\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li><b>Thi\u1ebft b\u1ecb c\u00f3 <span style=\"font-weight: 400;\"><strong>b\u1ed9 x\u1eed l\u00fd n\u00e0y<\/strong> <\/span>c\u00f3 lu\u00f4n t\u1ed1t h\u01a1n kh\u00f4ng?<\/b><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Kh\u00f4ng h\u1eb3n. Hi\u1ec7u qu\u1ea3 c\u00f2n ph\u1ee5 thu\u1ed9c v\u00e0o ph\u1ea7n m\u1ec1m v\u00e0 nhu c\u1ea7u s\u1eed d\u1ee5ng th\u1ef1c t\u1ebf.<\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li><b>NPU c\u00f3 quan tr\u1ecdng v\u1edbi ng\u01b0\u1eddi d\u00f9ng ph\u1ed5 th\u00f4ng?<\/b><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">C\u00f3, nh\u01b0ng \u1edf m\u1ee9c \u0111\u1ed9 v\u1eeba ph\u1ea3i. L\u1ee3i \u00edch r\u00f5 nh\u1ea5t th\u1ec3 hi\u1ec7n qua camera, tr\u1ee3 l\u00fd \u1ea3o v\u00e0 c\u00e1c t\u00ednh n\u0103ng AI th\u00f4ng minh.<\/span><\/p>\n<p style=\"text-align: justify;\"><picture><source srcset=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-08.jpg.webp 800w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-08-300x169.jpg.webp 300w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/webp-express\/webp-images\/uploads\/2026\/01\/npu-08-768x432.jpg.webp 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" type=\"image\/webp\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-525700 webpexpress-processed\" src=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-08.jpg\" alt=\"npu-08\" width=\"800\" height=\"450\" srcset=\"https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-08.jpg 800w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-08-300x169.jpg 300w, https:\/\/hoanghamobile.com\/tin-tuc\/wp-content\/uploads\/2026\/01\/npu-08-768x432.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\"><\/picture><\/p>\n<h2 style=\"text-align: justify;\"><b>T\u1ea1m k\u1ebft<\/b><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\"><strong>NPU<\/strong> l\u00e0 b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng trong k\u1ef7 nguy\u00ean tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, gi\u00fap c\u00e1c thi\u1ebft b\u1ecb c\u00f4ng ngh\u1ec7 tr\u1edf n\u00ean th\u00f4ng minh, nhanh v\u00e0 ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng h\u01a1n. Vi\u1ec7c hi\u1ec3u r\u00f5 vai tr\u00f2, \u01b0u nh\u01b0\u1ee3c \u0111i\u1ec3m v\u00e0 \u1ee9ng d\u1ee5ng c\u1ee7a NPU s\u1ebd gi\u00fap ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh mua s\u1eafm ph\u00f9 h\u1ee3p, tr\u00e1nh ch\u1ea1y theo th\u00f4ng s\u1ed1 m\u00e0 kh\u00f4ng mang l\u1ea1i gi\u00e1 tr\u1ecb th\u1ef1c t\u1ebf. Trong t\u01b0\u01a1ng lai, khi AI ng\u00e0y c\u00e0ng ph\u1ed5 bi\u1ebfn, NPU ch\u1eafc ch\u1eafn s\u1ebd gi\u1eef vai tr\u00f2 then ch\u1ed1t trong h\u1ec7 sinh th\u00e1i c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i.<\/span><\/p>\n<p style=\"text-align: justify;\"><strong>XEM TH\u00caM:<\/strong><\/p>\n<p><strong><a href=\"https:\/\/hoanghamobile.com\/tin-tuc\/cpu-tray-la-gi\/\">CPU Tray l\u00e0 g\u00ec? So s\u00e1nh CPU h\u00e0ng Box v\u00e0 h\u00e0ng Tray<\/a><\/strong><\/p>\n<p><strong><a href=\"https:\/\/hoanghamobile.com\/tin-tuc\/cpu-la-gi\/\">CPU l\u00e0 g\u00ec? C\u1ea5u t\u1ea1o, ch\u1ee9c n\u0103ng v\u00e0 c\u00e1c lo\u1ea1i CPU ph\u1ed5 bi\u1ebfn nh\u1ea5t hi\u1ec7n nay<\/a><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Trong b\u1ed1i c\u1ea3nh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) ng\u00e0y c\u00e0ng len s\u00e2u v\u00e0o m\u1ecdi l\u0129nh v\u1ef1c c\u1ee7a \u0111\u1eddi s\u1ed1ng, c\u00e1c thi\u1ebft b\u1ecb c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i kh\u00f4ng ch\u1ec9 c\u1ea7n m\u1ea1nh h\u01a1n m\u00e0 c\u00f2n ph\u1ea3i th\u00f4ng minh v\u00e0 ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng h\u01a1n. \u0110\u00f3 ch\u00ednh l\u00e0 l\u00fd do NPU \u2013 b\u1ed9 x\u1eed l\u00fd chuy\u00ean d\u1ee5ng cho [&hellip;]<\/p>\n","protected":false},"author":113,"featured_media":525708,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[29235,3910,30453],"tags":[],"class_list":["post-525675","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-goc-to-mo","category-kham-pha","category-kien-thuc"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.2 (Yoast SEO v24.2) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>NPU l\u00e0 g\u00ec? Vai tr\u00f2, \u1ee9ng d\u1ee5ng v\u00e0 s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa NPU, CPU, GPU<\/title>\n<meta name=\"description\" content=\"NPU l\u00e0 g\u00ec? T\u00ecm hi\u1ec3u vai tr\u00f2, \u1ee9ng d\u1ee5ng v\u00e0 s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa NPU, CPU, GPU \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 thi\u1ebft b\u1ecb c\u00f3 NPU c\u00f3 th\u1ef1c s\u1ef1 \u0111\u00e1ng mua hay kh\u00f4ng.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/hoanghamobile.com\/tin-tuc\/npu\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"NPU l\u00e0 g\u00ec? Vai tr\u00f2, \u1ee9ng d\u1ee5ng v\u00e0 s\u1ef1 kh\u00e1c bi\u1ec7t gi\u1eefa NPU, CPU, GPU\" \/>\n<meta property=\"og:description\" content=\"NPU l\u00e0 g\u00ec? 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