{"id":5868,"date":"2020-06-19T03:36:58","date_gmt":"2020-06-19T03:36:58","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=5868"},"modified":"2020-06-23T05:01:52","modified_gmt":"2020-06-23T05:01:52","slug":"supermicro-ra-mat-may-chu-multi-socket-the-he-x12-moi-hieu-suat-vuot-troi-cho-workload-lon","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/tong-hop\/supermicro-ra-mat-may-chu-multi-socket-the-he-x12-moi-hieu-suat-vuot-troi-cho-workload-lon-p5868\/","title":{"rendered":"Supermicro ra m\u1eaft m\u00e1y ch\u1ee7 multi-socket th\u1ebf h\u1ec7 X12 m\u1edbi: hi\u1ec7u su\u1ea5t v\u01b0\u1ee3t tr\u1ed9i cho workloads l\u1edbn"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>SAN JOSE, California, ng\u00e0y 18 th\u00e1ng 6 n\u0103m 2020 \u2013\u00a0<em><a class=\"iblink\" href=\"\/supermicro\/\">SuperMicro<\/a> Computer,<\/em>\u00a0m\u1ed9t trong nh\u1eefng h\u00e3ng ph\u1ea7n c\u1ee9ng m\u00e1y ch\u1ee7 h\u00e0ng \u0111\u1ea7u, \u0111i \u0111\u1ea7u v\u1ec1 \u0111i\u1ec7n to\u00e1n doanh nghi\u1ec7p, l\u01b0u tr\u1eef, gi\u1ea3i ph\u00e1p m\u1ea1ng v\u00e0 c\u00f4ng ngh\u1ec7 \u0111i\u1ec7n to\u00e1n xanh, \u0111\u00e3 ra m\u1eaft m\u00e1y ch\u1ee7 doanh nghi\u1ec7p th\u1ebf h\u1ec7 X12 SuperServer hi\u1ec7u su\u1ea5t cao m\u1edbi v\u1edbi 4 socket, \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a cho b\u1ed9 x\u1eed l\u00fd <a class=\"iblink\" href=\"\/linh-kien-may-chu\/cpu-may-chu\/intel\/\">Intel Xeon Scalable<\/a> th\u1ebf h\u1ec7 th\u1ee9 3 m\u1edbi (t\u00ean m\u00e3 Cooper Lake) v\u00e0 Intel Optane Persistent Memory 200 series (t\u00ean m\u00e3 Barlow Pass), c\u1ea3 hai \u0111\u1ec1u \u0111\u01b0\u1ee3c Intel ra m\u1eaft ch\u00ednh th\u1ee9c m\u1edbi \u0111\u00e2y.\u00a0S\u1ef1 ph\u00e1t tri\u1ec3n v\u01b0\u1ee3t b\u1eadc trong c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 use-case \u0111\u00f2i h\u1ecfi ph\u1ea3i ph\u00e2n t\u00edch v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn theo th\u1eddi gian th\u1ef1c \u0111\u00e3 gi\u00fap c\u00e1c m\u00e1y ch\u1ee7 4 Socket c\u1ee7a <a class=\"iblink\" href=\"\/supermicro\/\">Supermicro<\/a> tr\u1edf th\u00e0nh m\u1ed9t trong nh\u1eefng d\u00f2ng s\u1ea3n ph\u1ea9m t\u0103ng tr\u01b0\u1edfng nhanh nh\u1ea5t trong th\u1eddi gian g\u1ea7n \u0111\u00e2y v\u00e0 \u0111\u00e1p \u1ee9ng m\u1ecdi nhu c\u1ea7u s\u1eed d\u1ee5ng kh\u00e1c nhau c\u1ee7a c\u00e1c doanh nghi\u1ec7p.<\/p>\n<p>L\u00e0 h\u1ec7 th\u1ed1ng th\u1ebf h\u1ec7 X12 \u0111\u1ea7u ti\u00ean c\u1ee7a Supermicro,\u00a0 m\u00e1y ch\u1ee7 4 socket m\u1edbi n\u00e0y tr\u1edf th\u00e0nh n\u1ec1n t\u1ea3ng c\u1ea5p doanh nghi\u1ec7p m\u1ea1nh nh\u1ea5t c\u1ee7a SuperServer c\u00f3 b\u1ed9 x\u1eed l\u00fd <a class=\"iblink\" href=\"\/linh-kien-may-chu\/cpu-may-chu\/intel\/\">Intel Xeon Scalable<\/a> m\u1edbi v\u00e0 m\u1ea1nh nh\u1ea5t, b\u1ed9 nh\u1edb li\u00ean t\u1ee5c Intel Optane DC v\u00e0 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf tr\u00ean n\u1ec1n t\u1ea3ng Root-of-Trust t\u1eeb m\u1ee9c ph\u1ea7n c\u1ee9ng \u0111\u1ec3 t\u0103ng c\u01b0\u1eddng t\u00ednh b\u1ea3o m\u1eadt cao nh\u1ea5t cho h\u1ec7 th\u1ed1ng m\u00e1y ch\u1ee7 c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"807\" height=\"311\" class=\"alignnone wp-image-5871 size-full\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/06\/TheGioiMayChu-Blog-Image-supermicro-ra-mat-may-chu-compact-2u-moi-chuyen-cho-ung-dung-5g-edge-va-cac-telc.png\" srcset=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/06\/TheGioiMayChu-Blog-Image-supermicro-ra-mat-may-chu-compact-2u-moi-chuyen-cho-ung-dung-5g-edge-va-cac-telc.png 807w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/06\/TheGioiMayChu-Blog-Image-supermicro-ra-mat-may-chu-compact-2u-moi-chuyen-cho-ung-dung-5g-edge-va-cac-telc-300x116.png 300w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/06\/TheGioiMayChu-Blog-Image-supermicro-ra-mat-may-chu-compact-2u-moi-chuyen-cho-ung-dung-5g-edge-va-cac-telc-768x296.png 768w\" sizes=\"auto, (max-width: 807px) 100vw, 807px\" \/><\/p>\n<p><strong>Charles Liang<\/strong>, CEO v\u00e0 ch\u1ee7 t\u1ecbch c\u1ee7a Supermicro cho bi\u1ebft: SuperServer m\u1edbi n\u00e0y cung c\u1ea5p m\u1ed9t n\u1ec1n t\u1ea3ng m\u1ea1nh m\u1ebd v\u00e0 \u0111\u00e1ng tin c\u1eady cho c\u00e1c workload quan tr\u1ecdng v\u00e0 an to\u00e0n nh\u1ea5t c\u1ee7a b\u1ea1n trong c\u00e1c m\u00f4i tr\u01b0\u1eddng doanh nghi\u1ec7p, quy m\u00f4 \u0111\u00e1m m\u00e2y ho\u1eb7c hybrid.<\/p>\n<p><iframe loading=\"lazy\" width=\"560\" height=\"315\" src=\"https:\/\/www.youtube.com\/embed\/2cXxzqBsQDo\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<p>M\u00e1y ch\u1ee7 4 Socket Supermicro 2U SYS-240P-TNRT m\u1edbi n\u00e0y l\u00e0 th\u1ebf h\u1ec7 m\u1edbi nh\u1ea5t c\u1ee7a n\u1ec1n t\u1ea3ng m\u00e1y ch\u1ee7 doanh nghi\u1ec7p \u0111\u00e3 \u0111\u01b0\u1ee3c ki\u1ec3m \u0111\u1ecbnh b\u1edfi Supermicro, c\u00f3 th\u1ec3 cung c\u1ea5p s\u1ee9c m\u1ea1nh cho m\u1ed9t s\u1ed1 workload \u0111\u00f2i h\u1ecfi kh\u1eaft khe nh\u1ea5t nh\u01b0 SAP HANA, Oracle Enterprise Application &amp; Database, in-memory computing v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng AI g\u1ea7n \u0111\u00e2y cho c\u00e1c doanh nghi\u1ec7p v\u00e0 c\u00e1c \u00f4ng l\u1edbn c\u00f4ng ngh\u1ec7 tr\u00ean th\u1ebf gi\u1edbi.\u00a0N\u1ec1n t\u1ea3ng n\u00e0y c\u00f3 c\u00e1c c\u00f4ng ngh\u1ec7 l\u01b0u tr\u1eef v\u00e0 CPU Intel m\u1edbi nh\u1ea5t: c\u00f3 t\u1edbi 112 core Xeon trong 4 CPU socket v\u00e0 b\u1ed9 nh\u1edb h\u1ec7 th\u1ed1ng l\u00ean \u0111\u1ebfn 18TB, khi k\u1ebft h\u1ee3p v\u1edbi b\u1ed9 nh\u1edb Intel Optane DC.\u00a0C\u00e1c k\u1ebft n\u1ed1i CPU \u0111\u00e3 \u0111\u01b0\u1ee3c t\u0103ng g\u1ea5p \u0111\u00f4i t\u1eeb 3 lane UPI th\u00e0nh 6 lane UPI cho \u0111\u1ed9 tr\u1ec5 v\u00e0 th\u00f4ng l\u01b0\u1ee3ng h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n r\u1ea5t nhi\u1ec1u.\u00a0Cu\u1ed1i c\u00f9ng, n\u1ec1n t\u1ea3ng Intel Xeon Scalable m\u1edbi nh\u1ea5t n\u00e0y h\u1ed7 tr\u1ee3 th\u00eam \u0111\u1ecbnh d\u1ea1ng s\u1ed1 bfloat16 v\u00e0o Intel <a class=\"iblink\" href=\"\/blog\/tag\/deep-learning\/\">Deep Learning<\/a> Boost, t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t v\u1ec1 tri\u1ec3n khai m\u00f4 h\u00ecnh <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a>.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1159\" height=\"542\" class=\"alignnone wp-image-5873 size-full\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/06\/TheGioiMayChu-Blog-Image-supermicro-ra-mat-may-chu-compact-2u-moi-chuyen-cho-ung-dung-5g-edge-va-cac-telc-2.png\" srcset=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/06\/TheGioiMayChu-Blog-Image-supermicro-ra-mat-may-chu-compact-2u-moi-chuyen-cho-ung-dung-5g-edge-va-cac-telc-2.png 1159w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/06\/TheGioiMayChu-Blog-Image-supermicro-ra-mat-may-chu-compact-2u-moi-chuyen-cho-ung-dung-5g-edge-va-cac-telc-2-300x140.png 300w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/06\/TheGioiMayChu-Blog-Image-supermicro-ra-mat-may-chu-compact-2u-moi-chuyen-cho-ung-dung-5g-edge-va-cac-telc-2-768x359.png 768w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/06\/TheGioiMayChu-Blog-Image-supermicro-ra-mat-may-chu-compact-2u-moi-chuyen-cho-ung-dung-5g-edge-va-cac-telc-2-1024x479.png 1024w\" sizes=\"auto, (max-width: 1159px) 100vw, 1159px\" \/><\/p>\n<p>C\u00e1c t\u00ednh n\u0103ng kh\u00e1c \u0111\u01b0\u1ee3c m\u00e1y ch\u1ee7 m\u1edbi n\u00e0y h\u1ed7 tr\u1ee3:<\/p>\n<ul>\n<li>L\u00ean \u0111\u1ebfn 24 \u1ed5 NVMe \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i th\u00f4ng qua c\u00e1c l\u00e0n PCI-E tr\u1ef1c ti\u1ebfp \u0111\u1ed1i x\u1ee9ng v\u1edbi b\u1ed1n CPU \u0111\u1ec3 truy c\u1eadp v\u00e0o b\u1ed9 l\u01b0u tr\u1eef nhanh h\u01a1n<\/li>\n<li>H\u1ed7 tr\u1ee3 k\u1ebft n\u1ed1i m\u1ea1ng 100Gb \/ gi\u00e2y c\u00f9ng v\u1edbi h\u1ec7 s\u1ed1 h\u00ecnh th\u1ee9c M\u00f4 \u0111un IO n\u00e2ng cao tu\u00e2n th\u1ee7 OCP3.0<\/li>\n<li>C\u00e1c t\u00ednh n\u0103ng b\u1ea3o m\u1eadt n\u00e2ng cao nh\u01b0 tri\u1ec3n khai Root-of-Trust (RoT) d\u1ef1a tr\u00ean silicon m\u1edbi, ph\u00e2n ph\u1ed1i ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c k\u00fd v\u00e0 m\u00e3 h\u00f3a cho m\u1ed9t chu\u1ed7i tin c\u1eady th\u1ef1c s\u1ef1, kh\u00f4ng thay \u0111\u1ed5i<\/li>\n<\/ul>\n<p>C\u00e1c n\u1ec1n t\u1ea3ng Supermicro X12 SuperServer \u0111\u00e3 s\u1eb5n s\u00e0ng \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t v\u1ec1 AI, ph\u00e2n t\u00edch v\u00e0 \u1ee9ng d\u1ee5ng quan tr\u1ecdng, d\u1eabn \u0111\u1ea7u\u00a0 trong kh\u1ea3 n\u0103ng t\u0103ng t\u1ed1c AI t\u00edch h\u1ee3p c\u0169ng nh\u01b0 l\u1ee3i \u00edch v\u1ec1 dung l\u01b0\u1ee3ng v\u00e0 hi\u1ec7u n\u0103ng c\u1ee7a b\u1ed9 nh\u1edb li\u00ean t\u1ee5c Intel Optane.<\/p>\n<p>Ngo\u00e0i c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi nh\u1ea5t c\u1ee7a Intel, SuperServer b\u1ed1n \u1ed5 c\u1eafm m\u1edbi n\u00e0y h\u1ed7 tr\u1ee3 t\u1ed1i \u0111a m\u01b0\u1eddi khe c\u1eafm m\u1edf r\u1ed9ng PCI-E c\u00f3 kh\u1ea3 n\u0103ng ph\u00f9 h\u1ee3p v\u1edbi hai GPU Double-Width ho\u1eb7c s\u00e1u th\u1ebb GPU Single-Width, ho\u1ea1t \u0111\u1ed9ng tr\u00ean c\u00f4ng ngh\u1ec7 PCIE 4.0 v\u1edbi t\u1ed1c \u0111\u1ed9 b\u0103ng th\u00f4ng l\u00ean \u0111\u1ebfn 64GB\/s, mang \u0111\u1ebfn hi\u1ec7u su\u1ea5t ho\u1ea1t \u0111\u1ed9ng r\u1ea5t t\u1ed1t cho c\u00e1c h\u1ec7 th\u1ed1ng tri\u1ec3n khai AI hi\u1ec7n nay. \u0110\u1ea3m b\u1ea3o hi\u1ec7u su\u1ea5t v\u00e0 c\u00f4ng su\u1ea5t ho\u1ea1t \u0111\u1ed9ng cho n\u1ec1n t\u1ea3ng Data Center th\u1ebf h\u1ec7 m\u1edbi n\u00e0y, ch\u00fang ta c\u00f3 hai ngu\u1ed3n cung c\u1ea5p v\u1edbi c\u00f4ng su\u1ea5t l\u00ean \u0111\u1ebfn 2000W, c\u00f3 kh\u1ea3 n\u0103ng thay \u0111\u1ed5i n\u00f3ng v\u00e0 ho\u1ea1t \u0111\u1ed9ng theo ch\u1ebf \u0111\u1ed9 Redundant, v\u1eeba \u0111\u1ea3m b\u1ea3o hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng cho c\u00e1c th\u00e0nh ph\u1ea7n quan tr\u1ecdng kh\u00e1c m\u00e0 c\u00f2n \u0111\u1ea3m b\u1ea3o thu\u1eadn ti\u1ec7n trong vi\u1ec7c b\u1ea3o h\u00e0nh, b\u1ea3o tr\u00ec thi\u1ebft b\u1ecb, t\u1ed1i \u01b0u vi\u1ec7c qu\u1ea3n tr\u1ecb h\u1ec7 th\u1ed1ng m\u00e1y ch\u1ee7 cho c\u00e1c doanh nghi\u1ec7p, Data Center&#8230;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"561\" height=\"437\" class=\"alignnone wp-image-5872 size-full\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/06\/TheGioiMayChu-Blog-Image-supermicro-ra-mat-may-chu-compact-2u-moi-chuyen-cho-ung-dung-5g-edge-va-cac-telc-1.png\" srcset=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/06\/TheGioiMayChu-Blog-Image-supermicro-ra-mat-may-chu-compact-2u-moi-chuyen-cho-ung-dung-5g-edge-va-cac-telc-1.png 561w, https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/06\/TheGioiMayChu-Blog-Image-supermicro-ra-mat-may-chu-compact-2u-moi-chuyen-cho-ung-dung-5g-edge-va-cac-telc-1-300x234.png 300w\" sizes=\"auto, (max-width: 561px) 100vw, 561px\" \/><\/p>\n<p>Ngo\u00e0i n\u1ec1n t\u1ea3ng X12 m\u1edbi\u00a0SYS-240P-TNRT, th\u00ec Supermicro c\u0169ng c\u00f3 nhi\u1ec1u t\u00f9y ch\u1ecdn v\u1ec1 Multiple Socket kh\u00e1c nh\u01b0 SYS-2049U-TR4 (2U 4 Socket); SYS-8049U-E1CR4T (4U 4 Socket, up to 24 HDD 3.5&#8243; ); SYS-7089P-TR4T (7U 8 Socket)&#8230;, mang \u0111\u1ebfn nhi\u1ec1u l\u1ef1a ch\u1ecdn h\u01a1n v\u00e0 ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng kh\u00e1c nhau:\u00a0Virtualization;\u00a0Scientific Research;\u00a0In-Memory Computing;\u00a0Financial hay c\u00e1c\u00a0Mission Critical kh\u00e1c&#8230;v\u1edbi hi\u1ec7u n\u0103ng ho\u1ea1t \u0111\u1ed9ng r\u1ea5t t\u1ed1t v\u00e0 chi ph\u00ed \u0111\u1ea7u t\u01b0 h\u1ee3p l\u00fd.<\/p>\n<p>\u2192 Xem th\u00eam: <a href=\"https:\/\/thegioimaychu.vn\/server\/supermicro\/\">Danh m\u1ee5c m\u00e1y ch\u1ee7 Supermicro ch\u00ednh h\u00e3ng ph\u00e2n ph\u1ed1i t\u1ea1i Vi\u1ec7t Nam<\/a>.<\/p>\n<div>____<br \/><b>B\u00e0i vi\u1ebft li\u00ean quan<\/b><\/div>\n<ul>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21494\">Computex 2025: Supermicro ph\u00f4 di\u1ec5n h\u1ea1 t\u1ea7ng AI v\u00e0 Cloud<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21425\">H\u01a1n 20 m\u1eabu m\u00e1y ch\u1ee7 Supermicro \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a cho d\u00f2ng GPU m\u1edbi NVIDIA RTX PRO 6000 Blackwell hi\u1ec7n \u0111\u00e3 s\u1eb5n s\u00e0ng nh\u1eadn \u0111\u1eb7t h\u00e0ng<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21414\">Supermicro gi\u1edbi thi\u1ec7u c\u00e1c m\u00e1y ch\u1ee7 v\u00e0 gi\u1ea3i ph\u00e1p trung t\u00e2m d\u1eef li\u1ec7u m\u1edbi nh\u1ea5t t\u1ea1i COMPUTEX 2025<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=20982\">\u0110\u00e1nh gi\u00e1 m\u00e1y ch\u1ee7 2U Supermicro SYS-222H-TN Intel Xeon 6<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=20438\">T\u00ecm hi\u1ec3u t\u1ea1i sao tri\u1ec3n khai on-premises c\u00f3 th\u1ec3 gi\u00fap v\u01b0\u1ee3t qua 6 th\u00e1ch th\u1ee9c quan tr\u1ecdng c\u1ee7a AI<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=19941\">M\u00e1y ch\u1ee7 Supermicro v\u1edbi b\u1ed9 vi x\u1eed l\u00fd AMD EPYC 4004 m\u1edbi: Hi\u1ec7u qu\u1ea3 cao, chi ph\u00ed t\u1ed1i \u01b0u<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>SAN JOSE, California, ng&agrave;y 18 th&aacute;ng 6 n&#259;m 2020 &ndash;&nbsp;SuperMicro Computer,&nbsp;m&#7897;t trong nh&#7919;ng h&atilde;ng ph&#7847;n c&#7913;ng m&aacute;y ch&#7911; h&agrave;ng &#273;&#7847;u, &#273;i &#273;&#7847;u v&#7873; &#273;i&#7879;n to&aacute;n doanh nghi&#7879;p, l&#432;u tr&#7919;, gi&#7843;i ph&aacute;p m&#7841;ng v&agrave; c&ocirc;ng ngh&#7879; &#273;i&#7879;n to&aacute;n xanh, &#273;&atilde; ra m&#7855;t m&aacute;y ch&#7911; doanh nghi&#7879;p th&#7871; h&#7879; X12 SuperServer hi&#7879;u su&#7845;t cao m&#7899;i v&#7899;i 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