{"id":7928,"date":"2021-01-07T06:11:17","date_gmt":"2021-01-07T06:11:17","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=7928"},"modified":"2021-01-07T07:07:42","modified_gmt":"2021-01-07T07:07:42","slug":"danh-gia-hieu-nang-gpu-nvidia-quadro-rtx-6000","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/danh-gia-hieu-nang-gpu-nvidia-quadro-rtx-6000-p7928\/","title":{"rendered":"\u0110\u00e1nh gi\u00e1 hi\u1ec7u n\u0103ng GPU NVIDIA Quadro RTX 6000"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>\u0110\u1ec3 ho\u00e0n thi\u1ec7n c\u00e1c b\u00e0i \u0111\u00e1nh gi\u00e1 v\u1ec1 GPU trong n\u0103m 2020 c\u1ee7a ch\u00fang t\u00f4i, ch\u00fang t\u00f4i c\u00f3 NVIDIA <a href=\"https:\/\/thegioimaychu.vn\/leadtek-nvidia-quadro-rtx-6000-24gb-gddr6-pcie-3-0-tm6704.html\">Quadro RTX 6000<\/a>. \u0110\u00e2y l\u00e0 s\u1ea3n ph\u1ea9m GPU c\u1ee7a NVIDIA n\u1eb1m gi\u1eefa <a href=\"https:\/\/thegioimaychu.vn\/leadtek-nvidia-quadro-rtx-5000-16gb-gddr6-pcie-3-0-tm6703.html\">Quadro RTX 5000<\/a> v\u00e0 <a href=\"https:\/\/thegioimaychu.vn\/leadtek-nvidia-quadro-rtx-8000-48gb-gddr6-pcie-3-0-tm6705.html\">Quadro RTX 8000<\/a>. V\u1edbi gi\u00e1 ni\u00eam y\u1ebft kho\u1ea3ng 4000$, \u0111\u00e2y kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t GPU gi\u00e1 r\u1ebb nh\u01b0ng n\u00f3 th\u01b0\u1eddng c\u1ea1nh tranh trong c\u00e1c danh m\u1ee5c m\u00e0 chi ph\u00ed license ph\u1ea7n m\u1ec1m cao khi so s\u00e1nh v\u1edbi chi ph\u00ed ph\u1ea7n c\u1ee9ng. Th\u00eam v\u00e0o \u0111\u00f3, nh\u1eefng card n\u00e0y th\u01b0\u1eddng l\u1ea5n s\u00e2n sang c\u00e1c th\u1ecb tr\u01b0\u1eddng kh\u00e1c v\u00ec v\u1eady ch\u00fang t\u00f4i mu\u1ed1n xem x\u00e9t n\u00f3 ho\u1ea1t \u0111\u1ed9ng nh\u01b0 th\u1ebf n\u00e0o.<\/p>\n<h3>T\u1ed5ng quan v\u1ec1 NVIDIA Quadro RTX 6000<\/h3>\n<p>Quadro RTX 6000 l\u00e0 GPU dual-slot v\u1edbi chi\u1ec1u d\u00e0i 10,5\u2033. M\u1eb7t tr\u01b0\u1edbc c\u00f3 fan l\u00e0m m\u00e1t ki\u1ec3u blower s\u1ebd gi\u00fap Quadro RTX 6000 ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c c\u1ea5u h\u00ecnh GPU d\u00e0y \u0111\u1eb7c.<\/p>\r\n\t\t\t\t<div class=\"tgmcad hor\" style=\"text-align:center;margin:30px 0; padding: 10px 0; border-radius:5px; border-top:solid 1px #ccc; border-bottom:solid 1px #ccc; \">\r\n\t\t\t\t<a href=\"https:\/\/thegioimaychu.vn\/giai-phap\/deep-learning\/\"><img decoding=\"async\" alt=\"Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng Deep Learning, Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o - AI\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/11\/tgmc-deep-learning.jpg\" \/><\/a>\r\n\t\t\t\t<\/div>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec56f4d82cf.jpg\" alt=\"NVIDIA Quadro RTX 6000 M\u1eb7t tr\u01b0\u1edbc\" \/><\/p>\n<p><em>M\u1eb7t tr\u01b0\u1edbc NVIDIA Quadro RTX 6000\u00a0<\/em><\/p>\n<p>\u1ede m\u1eb7t sau c\u1ee7a Quadro RTX 6000, ch\u00fang ta th\u1ea5y kh\u00f4ng c\u00f3 t\u1ea5m n\u1ec1n \u0111\u1ec3 h\u1ed7 tr\u1ee3 vi\u1ec7c l\u00e0m m\u00e1t v\u00e0 b\u1ea3o v\u1ec7 m\u1ea1ch. Tr\u00ean m\u1ed9t chi\u1ebfc card trong t\u1ea7m gi\u00e1 n\u00e0y, th\u00f4ng th\u01b0\u1eddng ch\u00fang ta s\u1ebd th\u1ea5y c\u00f3 t\u1ea5m n\u1ec1n che.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec56f719f79.jpg\" alt=\"NVIDIA Quadro RTX 6000 Quay l\u1ea1i\" \/><\/p>\n<p><em>M\u1eb7t sau NVIDIA Quadro RTX 6000<\/em><\/p>\n<p>\u1ede ph\u00eda cu\u1ed1i c\u1ee7a RTX 6000, ch\u00fang ta s\u1ebd th\u1ea5y hai k\u1ebft n\u1ed1i ngu\u1ed3n, m\u1ed9t ch\u00e2n 6-pin v\u00e0 m\u1ed9t ch\u00e2n 8-pin. C\u00e1c k\u1ebft n\u1ed1i ngu\u1ed3n \u1edf cu\u1ed1i GPU gi\u00fap vi\u1ec7c l\u1eafp \u0111\u1eb7t trong c\u00e1c m\u00e1y tr\u1ea1m v\u00e0 m\u00e1y ch\u1ee7 d\u1ec5 d\u00e0ng, g\u1ecdn g\u00e0ng h\u01a1n. M\u1ed9t \u0111i\u1ec1u c\u1ea7n l\u01b0u \u00fd \u1edf \u0111\u00e2y l\u00e0 c\u00e1c GPU n\u00e0y s\u1eed d\u1ee5ng \u0111\u1ea7u v\u00e0o ngu\u1ed3n c\u1ee7a m\u00e1y t\u00ednh \u0111\u1ec3 b\u00e0n, kh\u00f4ng ph\u1ea3i \u0111\u1ea7u v\u00e0o ngu\u1ed3n c\u1ee7a m\u00e1y ch\u1ee7.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec56f9b5c15.jpg\" alt=\"K\u1ebft n\u1ed1i ngu\u1ed3n NVIDIA Quadro RTX 6000\" \/><\/p>\n<p><em>C\u00e1c k\u1ebft n\u1ed1i ngu\u1ed3n c\u1ee7a NVIDIA Quadro RTX 6000<\/em><\/p>\n<p>\u1ede \u0111\u1ea7u kia, ch\u00fang ta th\u1ea5y c\u00f3 c\u00e1c c\u1ed5ng ra video bao g\u1ed3m b\u1ed1n c\u1ed5ng Display Port cho video v\u00e0 m\u1ed9t c\u1ed5ng USB Type-C. Nhi\u1ec1u d\u00f2ng card m\u1edbi h\u01a1n c\u1ee7a NVIDIA \u0111\u00e3 lo\u1ea1i b\u1ecf c\u1ed5ng USB Type-C n\u00e0y nh\u01b0ng n\u00f3 l\u00e0 \u0111\u1eb7c \u0111i\u1ec3m chung c\u1ee7a th\u1ebf h\u1ec7 n\u00e0y.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec56fc97992.jpg\" alt=\"\u0110\u1ea7u ra video NVIDIA Quadro RTX 6000\" \/><\/p>\n<p><em>C\u00e1c c\u1ed5ng xu\u1ea5t video c\u1ee7a NVIDIA Quadro RTX 6000<\/em><\/p>\n<p>Ch\u00fang t\u00f4i t\u1eebng th\u1ea5y m\u1ed9t bi\u1ebfn th\u1ec3 c\u1ee7a nh\u1eefng chi\u1ebfc card n\u00e0y thi\u1ebfu c\u1ed5ng xu\u1ea5t h\u00ecnh, s\u1eed d\u1ee5ng nhi\u1ec1u n\u0103ng l\u01b0\u1ee3ng trung t\u00e2m d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng h\u01a1n, v\u1edbi t\u1ea5m n\u1ec1n v\u00e0 trong c\u1ea5u h\u00ecnh l\u00e0m m\u00e1t th\u1ee5 \u0111\u1ed9ng nh\u01b0 trong b\u00e0i <a href=\"https:\/\/www.servethehome.com\/asus-esc4000a-e10-2u-amd-epyc-nvidia-gpu-server-review\/\">\u0110\u00e1nh gi\u00e1 m\u00e1y ch\u1ee7 GPU AMD EPYC ASUS ESC4000A-E10 2U<\/a>. V\u00ec \u0111\u00e3 c\u00f3 phi\u00ean b\u1ea3n l\u00e0m m\u00e1t ki\u1ec3u blower n\u00e0y n\u00ean ch\u00fang t\u00f4i quy\u1ebft \u0111\u1ecbnh xem x\u00e9t phi\u00ean b\u1ea3n n\u00e0y thay v\u00ec c\u1ea5u h\u00ecnh 4 GPU \u0111\u00f3.<\/p>\n<p><a href=\"https:\/\/www.servethehome.com\/asus-esc4000a-e10-2u-amd-epyc-nvidia-gpu-server-review\/asus-esc4000a-e10-left-two-gpus-out\/\" rel=\"attachment wp-att-48873\"><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec56fed7dbf.jpg\" alt=\"ASUS ESC4000A E10 c\u00f2n l\u1ea1i hai GPU\" \/><\/a><\/p>\n<p><em><a class=\"iblink\" href=\"\/asus\/\">ASUS<\/a> ESC4000A E10 v\u1edbi 2 GPU<\/em><\/p>\n<p>Tuy nhi\u00ean, s\u1ef1 hi\u1ec7n di\u1ec7n c\u1ee7a c\u1ea5u h\u00ecnh l\u00e0m m\u00e1t th\u1ee5 \u0111\u1ed9ng RTX 6000 cho c\u00e1c m\u00e1y ch\u1ee7 v\u00e0 kh\u00f4ng c\u1ea7n nhi\u1ec1u c\u1ed5ng xu\u1ea5t h\u00ecnh ngh\u0129a l\u00e0 NVIDIA \u0111\u00e3 nh\u00ecn th\u1ea5y m\u1ed9t th\u1ecb tr\u01b0\u1eddng v\u01b0\u1ee3t xa th\u1ecb tr\u01b0\u1eddng m\u00e1y tr\u1ea1m truy\u1ec1n th\u1ed1ng cho c\u00e1c GPU n\u00e0y.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec570087c71.jpg\" alt=\"Th\u1ebb NVIDIA Quadro RTX 6000 Nvidia Smi 4\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 Nvidia Smi 4 Cards<\/em><\/p>\n<p>C\u1ea3m nh\u1eadn c\u1ee7a ch\u00fang t\u00f4i l\u00e0 nh\u1eefng th\u1ee9 n\u00e0y ph\u1ed5 bi\u1ebfn trong c\u00e1c m\u00e1y ch\u1ee7, \u0111\u00f3 l\u00e0 l\u00fd do t\u1ea1i sao <a href=\"https:\/\/www.servethehome.com\/confirmed-nvidia-quadro-branding-phased-out-for-new-products\/\">Th\u01b0\u01a1ng hi\u1ec7u NVIDIA Quadro \u0111ang b\u1ecb lo\u1ea1i b\u1ecf cho c\u00e1c s\u1ea3n ph\u1ea9m m\u1edbi<\/a> v\u00e0 <a href=\"https:\/\/www.servethehome.com\/nvidia-rtx-a6000-48gb-gpu-drops-quadro-designation\/\">Thi\u1ebft k\u1ebf NVIDIA Quadro RTX A6000 48GB<\/a> th\u1ebf h\u1ec7 m\u1edbi.<\/p>\n<p>Ti\u1ebfp theo, ch\u00fang ta h\u00e3y xem x\u00e9t c\u00e1c th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt ch\u00ednh c\u1ee7a Quadro RTX 6000 v\u00e0 ti\u1ebfp t\u1ee5c v\u1edbi b\u00e0i ki\u1ec3m tra hi\u1ec7u su\u1ea5t c\u1ee7a ch\u00fang t\u00f4i.<\/p>\n<h3>Th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt NVIDIA Quadro RTX 6000<\/h3>\n<p>C\u00e1c th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt c\u1ee7a NVIDIA Quadro RTX 6000 s\u1eed d\u1ee5ng b\u1ed9 nh\u1edb 24GB GDDR6 v\u00e0 c\u00f4ng su\u1ea5t ti\u00eau th\u1ee5 t\u1ed1i \u0111a 295W.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec570258661.jpg\" alt=\"Th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt NVIDIA Quadro RTX 6000\" \/><\/p>\n<p><em>Th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt NVIDIA Quadro RTX 6000<\/em><\/p>\n<p>D\u01b0\u1edbi \u0111\u00e2y l\u00e0 b\u1ea3ng so s\u00e1nh gi\u1eefa c\u00e1c d\u00f2ng Quadro RTX:<\/p>\n<p><a href=\"https:\/\/www.servethehome.com\/nvidia-quadro-rtx-6000-gpu-review\/nvidia-quadro-rtx-6000-quadro-compare\/\" rel=\"attachment wp-att-49528\"><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec57044dee8.jpg\" alt=\"So s\u00e1nh Quadro NVIDIA Quadro RTX 6000 Quadro\" \/><\/a><\/p>\n<p><em>B\u1ea3n so s\u00e1nh NVIDIA Quadro RTX 6000 v\u1edbi c\u00e1c d\u00f2ng Quadro RTX kh\u00e1c<\/em><\/p>\n<p>C\u00e2u h\u1ecfi l\u1edbn l\u00e0 GPU n\u00e0y ho\u1ea1t \u0111\u1ed9ng nh\u01b0 th\u1ebf n\u00e0o? \u0110\u1ec3 bi\u1ebft c\u00e2u tr\u1ea3 l\u1eddi, ch\u00fang ta s\u1ebd c\u00f9ng chuy\u1ec3n \u0111\u1ebfn v\u1edbi c\u00e1c th\u1eed nghi\u1ec7m.<\/p>\n<h2>Th\u1eed nghi\u1ec7m NVIDIA Quadro RTX 6000<\/h2>\n<p>\u0110\u00e2y l\u00e0 c\u1ea5u h\u00ecnh th\u1eed nghi\u1ec7m c\u1ee7a ch\u00fang t\u00f4i:<\/p>\n<ul>\n<li>Bo m\u1ea1ch ch\u1ee7: <a class=\"iblink\" href=\"\/asus\/\">ASUS<\/a> ROG Zenith II Extreme<\/li>\n<li>CPU: AMD Threadripper 3960X (24 l\u00f5i \/ 48 lu\u1ed3ng)<\/li>\n<li>GPU: NVIDIA GeForce RTX 3090<\/li>\n<li>Cooling: NZXT Kraken X62<\/li>\n<li>RAM: 4x Corsair Dominator Platinum RGB 3600 MHz 16GB (T\u1ed5ng c\u1ed9ng 64GB)<\/li>\n<li>SSD: Sabrent Rocket 4.0 NVMe PCIe Gen4 x4 M.2<\/li>\n<li>PSU: EVGA Supernova 1600 T2<\/li>\n<li>OS: Windows 10 Pro<\/li>\n<\/ul>\n<p>\u0110\u00e2y l\u00e0 \u1ea3nh ch\u1ee5p GPU-Z c\u1ee7a NVIDIA Quadro RTX 6000:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec57064b2e5.jpg\" alt=\"NVIDIA Quadro RTX 6000 GPUz\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 GPUz<\/em><\/p>\n<p>GPU-Z hi\u1ec3n th\u1ecb s\u1ed1 li\u1ec7u th\u1ed1ng k\u00ea ch\u00ednh th\u1eed nghi\u1ec7m Quadro RTX 6000 c\u1ee7a ch\u00fang t\u00f4i. GPU c\u00f3 t\u1ed1c \u0111\u1ed9 1440 MHz v\u00e0 c\u00f3 th\u1ec3 t\u0103ng l\u00ean \u0111\u1ebfn 11770 MHz. Pixel Fillrate ch\u1ea1y \u1edf t\u1ed1c \u0111\u1ed9 169,9 GPixels\/s v\u00e0 Texture Fillrate l\u00e0 509,8 GTexel\/s, trong khi b\u1ed9 nh\u1edb ch\u1ea1y \u1edf t\u1ed1c \u0111\u1ed9 1750 MHz.<\/p>\n<p>H\u00e3y c\u00f9ng ch\u00fang t\u00f4i b\u1eaft \u0111\u1ea7u th\u1eed nghi\u1ec7m v\u1edbi c\u00e1c \u0111i\u1ec3m benchmark li\u00ean quan \u0111\u1ebfn t\u00ednh to\u00e1n.<\/p>\n<h2>\u0110i\u1ec3m benchmark li\u00ean quan \u0111\u1ebfn t\u00ednh to\u00e1n c\u1ee7a NVIDIA Quadro RTX 6000<\/h2>\n<p>Ch\u00fang t\u00f4i s\u1ebd so s\u00e1nh Quadro RTX 6000 v\u1edbi b\u1ed9 d\u1eef li\u1ec7u \u0111ang ph\u00e1t tri\u1ec3n c\u1ee7a ch\u00fang t\u00f4i.<\/p>\n<h3>Geekbench 4<\/h3>\n<p>Geekbench 4 \u0111o hi\u1ec7u su\u1ea5t t\u00ednh to\u00e1n c\u1ee7a GPU b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng x\u1eed l\u00fd h\u00ecnh \u1ea3nh cho tr\u1ef1c quan m\u00e1y t\u00ednh \u0111\u1ec3 \u0111\u00e1nh s\u1ed1.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2021\/01\/tgmc-blog-5ff2c26346860.jpg\" alt=\"NVIDIA Quadro RTX 6000 Geekbench\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 Geekbench<\/em><\/p>\n<p>Trong benchmark t\u00ednh to\u00e1n \u0111\u1ea7u ti\u00ean c\u1ee7a ch\u00fang t\u00f4i cho NVIDIA Quadro RTX 6000, ch\u00fang t\u00f4i c\u00f3 th\u1ec3 th\u1ea5y s\u1ee9c m\u1ea1nh x\u1eed l\u00fd th\u00f4 c\u1ee7a OpenCL v\u00e0 CUDA \u0111ang ho\u1ea1t \u0111\u1ed9ng. Quadro RTX 6000 ch\u1ea1y g\u1ea7n v\u1edbi Quadro RTX 8000, v\u1edbi s\u1ef1 kh\u00e1c bi\u1ec7t ch\u00ednh gi\u1eefa c\u1ea3 hai l\u00e0 Quadro RTX 8000 h\u1ed7 tr\u1ee3 l\u1eafp \u0111\u1eb7t b\u1ed9 nh\u1edb \u0111\u1ebfn 48GB. Ch\u00fang t\u00f4i c\u0169ng s\u1ebd nh\u1eadn th\u1ea5y TITAN RTX s\u1ebd c\u00f3 l\u1ee3i th\u1ebf h\u01a1n Quadro RTX 6000 v\u1edbi gi\u1ea3i ph\u00e1p l\u00e0m m\u00e1t dual-fan ti\u00ean ti\u1ebfn h\u01a1n.<\/p>\n<h3>LuxMark<\/h3>\n<p>LuxMark l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 \u0111o benchmark OpenCL d\u1ef1a tr\u00ean LuxRender.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2021\/01\/tgmc-blog-5ff2c26624ab3.jpg\" alt=\"NVIDIA Quadro RTX 6000 LuxMark\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 LuxMark<\/em><\/p>\n<p>Trong LuxMark, Quadro RTX 6000 c\u00f3 benchmark g\u1ea7n v\u1edbi <a href=\"https:\/\/thegioimaychu.vn\/gpu-nvidia-titan-rtx-tm7739.html\">Titan RTX<\/a> v\u00e0 Quadro RTX 8000. Trong LuxMark, Quadro RTX 6000 ch\u1ec9 th\u1ea5p h\u01a1n m\u1ed9t ch\u00fat so v\u1edbi RTX 2080 Ti.<\/p>\n<h3>AIDA64 GPGPU<\/h3>\n<p>C\u00e1c benchmark n\u00e0y \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 \u0111o hi\u1ec7u su\u1ea5t t\u00ednh to\u00e1n GPGPU th\u00f4ng qua c\u00e1c kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c OpenCL kh\u00e1c nhau.<\/p>\n<ul>\n<li>FLOPS ch\u00ednh x\u00e1c \u0111\u01a1n &#8211; Single Precision: \u0110o hi\u1ec7u su\u1ea5t MAD (Multiply-Addition) c\u1ed5 \u0111i\u1ec3n c\u1ee7a GPU, c\u00f2n \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 FLOPS (Floating-Point Operations Per Second), v\u1edbi d\u1eef li\u1ec7u d\u1ea5u ch\u1ea5m \u0111\u1ed9ng ch\u00ednh x\u00e1c \u0111\u01a1n (32 bit, \u201cfloat\u201d).<\/li>\n<li>FLOPS ch\u00ednh x\u00e1c k\u00e9p &#8211; Double Precision: \u0110o hi\u1ec7u su\u1ea5t MAD (Multiply-Addition) c\u1ed5 \u0111i\u1ec3n c\u1ee7a GPU, c\u00f2n \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 FLOPS (Floating-Point Operations Per Second), v\u1edbi d\u1eef li\u1ec7u d\u1ea5u ch\u1ea5m \u0111\u1ed9ng ch\u00ednh x\u00e1c k\u00e9p (64-bit, \u201cdouble\u201d).<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2021\/01\/tgmc-blog-5ff2c2688797b.jpg\" alt=\"NVIDIA Quadro RTX 6000 AIDA64 GPGPU 1\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 AIDA64 GPGPU 1<\/em><\/p>\n<p>B\u1ed9 benchmark ti\u1ebfp theo t\u1eeb AIDA64 l\u00e0:<\/p>\n<ul>\n<li>IOPS s\u1ed1 nguy\u00ean 24 bit: \u0110o hi\u1ec7u su\u1ea5t MAD (Multiply-Addition) c\u1ed5 \u0111i\u1ec3n c\u1ee7a GPU, c\u00f2n \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 IOPS (Ph\u00e9p to\u00e1n s\u1ed1 nguy\u00ean tr\u00ean gi\u00e2y), v\u1edbi d\u1eef li\u1ec7u s\u1ed1 nguy\u00ean 24 bit (\u201cint24\u201d). Ki\u1ec3u d\u1eef li\u1ec7u c\u1ee5 th\u1ec3 n\u00e0y \u0111\u01b0\u1ee3c \u0111\u1ecbnh ngh\u0129a trong OpenCL tr\u00ean c\u01a1 s\u1edf nhi\u1ec1u GPU c\u00f3 kh\u1ea3 n\u0103ng th\u1ef1c thi c\u00e1c ph\u00e9p t\u00ednh int24 th\u00f4ng qua c\u00e1c \u0111\u01a1n v\u1ecb d\u1ea5u ch\u1ea5m \u0111\u1ed9ng c\u1ee7a ch\u00fang.<\/li>\n<li>IOPS s\u1ed1 nguy\u00ean 32 bit: \u0110o hi\u1ec7u su\u1ea5t MAD (Multiply-Addition) c\u1ed5 \u0111i\u1ec3n c\u1ee7a GPU, c\u00f2n \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 IOPS (Ph\u00e9p to\u00e1n s\u1ed1 nguy\u00ean tr\u00ean gi\u00e2y), v\u1edbi d\u1eef li\u1ec7u s\u1ed1 nguy\u00ean 32 bit (\u201cint\u201d).<\/li>\n<li>IOPS s\u1ed1 nguy\u00ean 64-bit: \u0110o hi\u1ec7u su\u1ea5t MAD (Multiply-Addition) c\u1ed5 \u0111i\u1ec3n c\u1ee7a GPU, c\u00f2n \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 IOPS (Ph\u00e9p to\u00e1n s\u1ed1 nguy\u00ean tr\u00ean gi\u00e2y), v\u1edbi d\u1eef li\u1ec7u s\u1ed1 nguy\u00ean 64-bit (\u201clong\u201d). H\u1ea7u h\u1ebft c\u00e1c GPU kh\u00f4ng c\u00f3 t\u00e0i nguy\u00ean th\u1ef1c thi d\u00e0nh ri\u00eang cho c\u00e1c ph\u00e9p to\u00e1n s\u1ed1 nguy\u00ean 64 bit, v\u00ec v\u1eady, thay v\u00e0o \u0111\u00f3 ch\u00fang m\u00f4 ph\u1ecfng c\u00e1c ph\u00e9p to\u00e1n s\u1ed1 nguy\u00ean 64 bit th\u00f4ng qua c\u00e1c \u0111\u01a1n v\u1ecb th\u1ef1c thi s\u1ed1 nguy\u00ean 32 bit hi\u1ec7n c\u00f3.<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2021\/01\/tgmc-blog-5ff2c26b1be5c.jpg\" alt=\"NVIDIA Quadro RTX 6000 AIDA64 GPGPU 2\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 AIDA64 GPGPU 2<\/em><\/p>\n<p>\u0110i\u1ec3m \u0111\u00e1ng ch\u00fa \u00fd \u1edf \u0111\u00e2y l\u00e0 <a href=\"https:\/\/thegioimaychu.vn\/leadtek-nvidia-quadro-rtx-6000-24gb-gddr6-pcie-3-0-tm6704.html\">Quadro RTX 6000<\/a> r\u01a1i v\u00e0o nh\u00f3m \u0111i\u1ec3m s\u1ed1 c\u1ee7a RTX 2080 Ti v\u00e0 r\u1ea5t g\u1ea7n v\u1edbi <a href=\"https:\/\/thegioimaychu.vn\/leadtek-nvidia-quadro-rtx-8000-48gb-gddr6-pcie-3-0-tm6705.html\">Quadro RTX 8000<\/a>.<\/p>\n<h3>Hashcat64<\/h3>\n<p>hashcat64 l\u00e0 m\u1ed9t \u0111i\u1ec3m chu\u1ea9n b\u1ebb kh\u00f3a m\u1eadt kh\u1ea9u c\u00f3 th\u1ec3 ch\u1ea1y m\u1ed9t s\u1ed1 l\u01b0\u1ee3ng \u1ea5n t\u01b0\u1ee3ng c\u00e1c thu\u1eadt to\u00e1n kh\u00e1c nhau. Ch\u00fang t\u00f4i \u0111\u00e3 s\u1eed d\u1ee5ng phi\u00ean b\u1ea3n windows v\u00e0 m\u1ed9t l\u1ec7nh \u0111\u01a1n gi\u1ea3n c\u1ee7a hashcat64 -b.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2021\/01\/tgmc-blog-5ff2c26dc0019.jpg\" alt=\"NVIDIA Quadro RTX 6000 HASHCAT\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 Hashcat<\/em><\/p>\n<p>Hashcat c\u00f3 th\u1ec3 \u0111\u1eb7t m\u1ed9t t\u1ea3i n\u1eb7ng l\u00ean GPU v\u00e0 \u1edf \u0111\u00e2y ch\u00fang t\u00f4i th\u1ea5y c\u00e1c card \u0111\u1ed3 h\u1ecda dual-fan c\u00f3 l\u1ee3i th\u1ebf trong k\u1ebft qu\u1ea3. Tuy nhi\u00ean, v\u1edbi h\u1ec7 th\u1ed1ng l\u00e0m m\u00e1t \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng tr\u00ean Quadro RTX 6000, t\u1ea3i nhi\u1ec7t Hashcat \u0111\u01b0\u1ee3c x\u1eed l\u00fd d\u1ec5 d\u00e0ng.<\/p>\n<h3>\u0110i\u1ec3m benchmark li\u00ean quan \u0111\u1ebfn Render c\u1ee7a NVIDIA Quadro RTX 6000<\/h3>\n<p>Ti\u1ebfp theo, ch\u00fang t\u00f4i mu\u1ed1n hi\u1ec3u v\u1ec1 hi\u1ec7u su\u1ea5t render c\u1ee7a NVIDIA Quadro RTX 6000.<\/p>\n<h3>Arion v2.5<\/h3>\n<p>Arion Benchmark l\u00e0 m\u1ed9t \u0111i\u1ec3m chu\u1ea9n render \u0111\u1ed9c l\u1eadp d\u1ef1a tr\u00ean ph\u1ea7n m\u1ec1m render th\u01b0\u01a1ng m\u1ea1i c\u00f3 s\u1eb5n Arion t\u1eeb RandomControl. \u0110i\u1ec3m chu\u1ea9n d\u1ef1a v\u00e0o ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c b\u1edfi GPU s\u1eed d\u1ee5ng NVIDIA CUDA. Tuy nhi\u00ean, n\u00f3 \u0111\u1ed9c \u0111\u00e1o \u1edf ch\u1ed7 c\u00f3 th\u1ec3 ch\u1ea1y tr\u00ean c\u1ea3 GPU v\u00e0 CPU NVIDIA.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec5708b55bf.jpg\" alt=\"NVIDIA Quadro RTX 6000 Arion\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 Arion<\/em><\/p>\n<p>Gi\u1ed1ng nh\u01b0 b\u1ed9 \u0111i\u1ec3m chu\u1ea9n \u0111\u1ea7u ti\u00ean c\u1ee7a ch\u00fang t\u00f4i, Quadro RTX 6000 cho th\u1ea5y k\u1ebft qu\u1ea3 \u1ea5n t\u01b0\u1ee3ng c\u1ee7a single GPU v\u00e0 m\u1ed9t l\u1ea7n n\u1eefa n\u00f3 r\u01a1i v\u00e0o nh\u00f3m \u0111i\u1ec3m c\u1ee7a RTX 2080 Ti.<\/p>\n<h3>MAXON Cinema4D 3D<\/h3>\n<p>ProRender l\u00e0 tr\u00ecnh render GPU d\u1ef1a tr\u00ean OpenCL c\u00f3 s\u1eb5n trong ph\u1ea7n m\u1ec1m ho\u1ea1t h\u00ecnh Cinema4D 3D c\u1ee7a MAXON. Phi\u00ean b\u1ea3n d\u00f9ng th\u1eed 42 ng\u00e0y \u0111\u1ea7y \u0111\u1ee7 ch\u1ee9c n\u0103ng c\u00f3 s\u1eb5n \u0111\u1ec3 t\u1ea3i xu\u1ed1ng t\u1eeb trang web MAXON <a href=\"https:\/\/www.maxon.net\/en-us\/try\/demo-download\">t\u1ea1i \u0111\u00e2y<\/a>. L\u01b0u \u00fd: Ngay c\u1ea3 sau khi h\u1ebft h\u1ea1n, b\u1ea3n d\u00f9ng th\u1eed v\u1eabn c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 \u0111o l\u01b0\u1eddng th\u1eddi gian render.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec570aeed96.jpg\" alt=\"NVIDIA Quadro RTX 6000 Cinema4D\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 Cinema4D<\/em><\/p>\n<p>V\u1edbi s\u1ef1 ch\u00eanh l\u1ec7ch v\u00e0i gi\u00e2y, NVIDIA Quadro RTX 6000 cho th\u1ea5y \u0111i\u1ec3m s\u1ed1 \u0111\u00e1ng n\u1ec3. Th\u1eddi gian ng\u1eafn h\u01a1n s\u1ebd h\u1eefu \u00edch h\u01a1n.<\/p>\n<h3>OctaneRender 4<\/h3>\n<p>OctaneRender t\u1eeb Otoy l\u00e0 m\u1ed9t tr\u00ecnh render GPU kh\u00f4ng thi\u00ean v\u1ecb s\u1eed d\u1ee5ng CUDA API. B\u1ea3n ph\u00e1t h\u00e0nh m\u1edbi nh\u1ea5t, OctaneRender 4, gi\u1edbi thi\u1ec7u h\u1ed7 tr\u1ee3 cho h\u00ecnh h\u1ecdc ngo\u00e0i l\u00f5i. Octane c\u00f3 s\u1eb5n d\u01b0\u1edbi d\u1ea1ng \u1ee9ng d\u1ee5ng render \u0111\u1ed9c l\u1eadp v\u00e0 phi\u00ean b\u1ea3n demo c\u00f3 s\u1eb5n \u0111\u1ec3 t\u1ea3i xu\u1ed1ng t\u1eeb trang web OTOY <a href=\"https:\/\/home.otoy.com\/render\/octane-render\/demo\/\">t\u1ea1i \u0111\u00e2y<\/a>.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec570d2710f.jpg\" alt=\"NVIDIA Quadro RTX 6000 OctaneRender\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 OctaneRender<\/em><\/p>\n<p>OctaneRender t\u1ea1o ra m\u1ed9t t\u1ea3i r\u1ea5t l\u1edbn tr\u00ean GPU. Bi\u1ec3u \u0111\u1ed3 cho th\u1ea5y Quadro RTX 6000 ho\u1ea1t \u0111\u1ed9ng nh\u01b0 ch\u00fang t\u00f4i \u0111\u00e3 mong \u0111\u1ee3i.<\/p>\n<h3>Redshift<\/h3>\n<p>Redshift l\u00e0 m\u1ed9t tr\u00ecnh render \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c GPU v\u1edbi ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n xu\u1ea5t. B\u1ea1n c\u00f3 th\u1ec3 t\u00ecm th\u1ea5y phi\u00ean b\u1ea3n Demo c\u1ee7a benchmark n\u00e0y <a href=\"https:\/\/www.redshift3d.com\/demo\">t\u1ea1i \u0111\u00e2y<\/a> .<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec570f45c58.jpg\" alt=\"NVIDIA Quadro RTX 6000 RedShift\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 RedShift<\/em><\/p>\n<p>V\u1edbi Redshift, Quadro RTX 6000 l\u1ea1i r\u01a1i v\u00e0o nh\u00f3m \u0111i\u1ec3m RTX 2080 Ti.<\/p>\n<p>Ti\u1ebfp theo, ch\u00fang t\u00f4i s\u1ebd c\u00f3 k\u1ebft qu\u1ea3 3DMark tr\u01b0\u1edbc khi chuy\u1ec3n sang ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u0103ng, nhi\u1ec7t v\u00e0 nh\u1eefng suy ngh\u0129 cu\u1ed1i c\u00f9ng c\u1ee7a ch\u00fang t\u00f4i.<\/p>\n<h3>Th\u1eed nghi\u1ec7m NVIDIA Quadro RTX 6000 3DMark Suite<\/h3>\n<p>\u1ede \u0111\u00e2y ch\u00fang t\u00f4i s\u1ebd ch\u1ea1y Quadro RTX 6000 th\u00f4ng qua c\u00e1c \u0111i\u1ec3m chu\u1ea9n li\u00ean quan \u0111\u1ebfn \u0111\u1ed3 h\u1ecda.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec57116aba9.jpg\" alt=\"NVIDIA Quadro RTX 6000 Port Royal\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 Port Royal<\/em><\/p>\n<p>\u0110\u00e2y l\u00e0 k\u1ebft qu\u1ea3 c\u1ee7a 3DMark suite. Ch\u00fang ta s\u1ebd th\u1ea3o lu\u1eadn v\u1ec1 ch\u00fang sau c\u00e1c bi\u1ec3u \u0111\u1ed3.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec5713cb104.jpg\" alt=\"NVIDIA Quadro RTX 6000 Time Spy\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 Time Spy<\/em><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec571642c93.jpg\" alt=\"NVIDIA Quadro RTX 6000 Fire Strike\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 Fire Strike<\/em><\/p>\n<p>C\u00f3 th\u1ec3 th\u1ea5y r\u00f5 r\u00e0ng r\u1eb1ng m\u1ed9t Quadro RTX 6000 \u0111\u01a1n l\u1ebb c\u0169ng c\u00f3 th\u1ec3 mang l\u1ea1i m\u1ed9t hi\u1ec7u su\u1ea5t \u0111\u00e1ng kinh ng\u1ea1c.<\/p>\n<h3>Th\u1eed nghi\u1ec7m NVIDIA Quadro RTX 6000 Unigine<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec5718e9f1d.jpg\" alt=\"V\u1ecb tr\u00ed th\u1ed1ng nh\u1ea5t NVIDIA Quadro RTX 6000\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 Unigine Superposition<\/em><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec571b9d4c6.jpg\" alt=\"NVIDIA Quadro RTX 6000 Unigine Heaven\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 Unigine Heaven<\/em><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec571e1000e.jpg\" alt=\"NVIDIA Quadro RTX 6000 Unigine Valley\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 Unigine Valley<\/em><\/p>\n<p>C\u00e1c \u0111i\u1ec3m chu\u1ea9n Unigine c\u0169 h\u01a1n v\u00e0 th\u01b0\u1eddng kh\u00f4ng ho\u1ea1t \u0111\u1ed9ng t\u1ed1t v\u1edbi c\u00e1c card \u0111\u1ed3 h\u1ecda hi\u1ec7n t\u1ea1i. Ch\u00fang ta c\u00f3 th\u1ec3 th\u1ea5y \u0111i\u1ec1u n\u00e0y trong bi\u1ec3u \u0111\u1ed3 Unigine Valley.<\/p>\n<p>Ti\u1ebfp theo, ch\u00fang ta s\u1ebd xem x\u00e9t NVIDIA Quadro RTX 6000 v\u1edbi m\u1ed9t v\u00e0i \u0111i\u1ec3m chu\u1ea9n v\u1ec1 <a class=\"iblink\" href=\"\/blog\/tag\/deep-learning\/\">Deep Learning<\/a>.<\/p>\n<h3>\u0110i\u1ec3m benchmark Deep Learning c\u1ee7a NVIDIA Quadro RTX 6000<\/h3>\n<p>Tr\u01b0\u1edbc khi b\u1eaft \u0111\u1ea7u, ch\u00fang t\u00f4i mu\u1ed1n l\u01b0u \u00fd r\u1eb1ng c\u00e1c NVIDIA Docker Container m\u1edbi nh\u1ea5t ch\u1ec9 v\u1eeba ra c\u00e1ch \u0111\u00e2y v\u00e0i ng\u00e0y v\u00e0 \u0111\u00e3 c\u00f3 nh\u1eefng thay \u0111\u1ed5i v\u1ec1 c\u00e1c \u0111i\u1ec3m chu\u1ea9n. Ch\u00fang t\u00f4i hy v\u1ecdng s\u1ebd c\u00f3 th\u00eam nhi\u1ec1u thay \u0111\u1ed5i v\u1ec1 Docker Container, v\u00ec v\u1eady vui l\u00f2ng s\u1eed d\u1ee5ng c\u00e1c con s\u1ed1 c\u1ee7a ch\u00fang t\u00f4i s\u1ebd tr\u00ecnh b\u00e0y nh\u01b0 l\u00e0 m\u1ed9t s\u1ef1 tham kh\u1ea3o.<\/p>\n<h3>ResNet-50 Inferencing trong TensorRT s\u1eed d\u1ee5ng Tensor Cores<\/h3>\n<p>ImageNet l\u00e0 m\u1ed9t c\u01a1 s\u1edf d\u1eef li\u1ec7u ph\u00e2n lo\u1ea1i h\u00ecnh \u1ea3nh ra m\u1eaft n\u0103m 2007 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 s\u1eed d\u1ee5ng trong nghi\u00ean c\u1ee9u nh\u1eadn d\u1ea1ng \u0111\u1ed1i t\u01b0\u1ee3ng tr\u1ef1c quan. \u0110\u01b0\u1ee3c t\u1ed5 ch\u1ee9c b\u1edfi ph\u00e2n c\u1ea5p WordNet, h\u00e0ng tr\u0103m v\u00ed d\u1ee5 h\u00ecnh \u1ea3nh \u0111\u1ea1i di\u1ec7n cho m\u1ed7i node (ho\u1eb7c lo\u1ea1i danh t\u1eeb c\u1ee5 th\u1ec3).<\/p>\n<p>Trong c\u00e1c \u0111i\u1ec3m chu\u1ea9n c\u1ee7a ch\u00fang t\u00f4i cho Suy lu\u1eadn, M\u00f4 h\u00ecnh ResNet50 \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o trong Caffe s\u1ebd \u0111\u01b0\u1ee3c ch\u1ea1y b\u1eb1ng d\u00f2ng l\u1ec7nh nh\u01b0 sau.<\/p>\n<p><code>nvidia-docker run --shm-size=1g --ipc=host --ulimit memlock=-1 --ulimit stack=67108864 --rm -v ~\/Downloads\/models\/:\/models -w \/opt\/tensorrt\/bin nvcr.io\/nvidia\/tensorrt:20.11-py3 trtexec --deploy=\/models\/ResNet-50-deploy.prototxt --model=\/models\/ResNet-50-model.caffemodel --output=prob --batch=16 --iterations=500 --fp16<\/code><\/p>\n<p>C\u00e1c t\u00f9y ch\u1ecdn l\u00e0:<br \/>\n\u2013deploy: \u0110\u01b0\u1eddng d\u1eabn \u0111\u1ebfn t\u1ec7p tri\u1ec3n khai Caffe (.prototxt) \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 \u0111\u00e0o t\u1ea1o m\u00f4 h\u00ecnh<br \/>\n\u2013model: \u0110\u01b0\u1eddng d\u1eabn \u0111\u1ebfn m\u00f4 h\u00ecnh (.caffemodel)<br \/>\n\u2013output: T\u00ean blob \u0111\u1ea7u ra<br \/>\n\u2013batch: K\u00edch th\u01b0\u1edbc batch \u0111\u1ec3 s\u1eed d\u1ee5ng cho suy lu\u1eadn<br \/>\n\u2013iterations: S\u1ed1 l\u1ea7n l\u1eb7p \u0111\u1ec3 ch\u1ea1y<br \/>\n\u2013int8: S\u1eed d\u1ee5ng \u0111\u1ed9 ch\u00ednh x\u00e1c INT8<br \/>\n\u2013fp16: S\u1eed d\u1ee5ng \u0111\u1ed9 ch\u00ednh x\u00e1c FP16 (\u0111\u1ed1i v\u1edbi GPU Volta ho\u1eb7c Turing), kh\u00f4ng c\u00f3 th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt n\u00e0o b\u1eb1ng FP32<\/p>\n<p>Ch\u00fang t\u00f4i c\u00f3 th\u1ec3 thay \u0111\u1ed5i k\u00edch th\u01b0\u1edbc batch th\u00e0nh 16, 32, 64, 128 v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c th\u00e0nh INT8, FP16 v\u00e0 FP32.<\/p>\n<p>C\u00e1c k\u1ebft qu\u1ea3 l\u00e0 \u0110\u1ed9 tr\u1ec5 suy lu\u1eadn (t\u00ednh b\u1eb1ng gi\u00e2y).<br \/>\nN\u1ebfu ch\u00fang t\u00f4i l\u1ea5y k\u00edch th\u01b0\u1edbc batch chia cho \u0110\u1ed9 tr\u1ec5 th\u00ec s\u1ebd b\u1eb1ng Th\u00f4ng l\u01b0\u1ee3ng (h\u00ecnh \u1ea3nh \/ gi\u00e2y) m\u00e0 ch\u00fang t\u00f4i v\u1ebd tr\u00ean bi\u1ec3u \u0111\u1ed3 c\u1ee7a m\u00ecnh.<\/p>\n<p>Ch\u00fang t\u00f4i c\u0169ng nh\u1eadn th\u1ea5y r\u1eb1ng \u0111i\u1ec3m chu\u1ea9n n\u00e0y kh\u00f4ng s\u1eed d\u1ee5ng hai GPU; n\u00f3 ch\u1ec9 ch\u1ea1y tr\u00ean m\u1ed9t GPU duy nh\u1ea5t.<\/p>\n<p>Tuy nhi\u00ean, b\u1ea1n c\u00f3 th\u1ec3 ch\u1ea1y c\u00e1c tr\u01b0\u1eddng h\u1ee3p kh\u00e1c nhau tr\u00ean m\u1ed7i GPU b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c l\u1ec7nh nh\u01b0:<br \/>\n\u201cNV_GPUS = 0 nvidia-docker run\u2026 &amp;<br \/>\nNV_GPUS = 1 nvidia-docker run\u2026 &amp;\u201c<br \/>\nV\u1edbi nh\u1eefng l\u1ec7nh n\u00e0y, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 chia t\u1ef7 l\u1ec7 kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c tr\u00ean nhi\u1ec1u GPU.<\/p>\n<p>Ngo\u00e0i ra, ng\u01b0\u1eddi ta c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng l\u1ec7nh \u2014device = 0,1,2,3,4,\u2026 \u0111\u1ec3 ch\u1ecdn GPU n\u00e0o s\u1ebd ch\u1ea1y, s\u1ebd c\u00f3 th\u00eam th\u00f4ng tin v\u1ec1 \u0111i\u1ec1u n\u00e0y sau.<\/p>\n<p>Ch\u00fang t\u00f4i b\u1eaft \u0111\u1ea7u v\u1edbi ch\u1ebf \u0111\u1ed9 INT8.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec5720ad447.jpg\" alt=\"NVIDIA Quadro RTX 6000 ResNet 50 tham chi\u1ebfu \u0111\u1ed9 ch\u00ednh x\u00e1c INT8\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 ResNet 50 Inferencing INT8 Precision<\/em><\/p>\n<p>S\u1eed d\u1ee5ng \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a INT8 cho \u0111\u1ebfn nay l\u00e0 ph\u01b0\u01a1ng ph\u00e1p suy lu\u1eadn nhanh nh\u1ea5t n\u1ebfu c\u00f3 th\u1ec3, vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i m\u00e3 sang INT8 s\u1ebd mang l\u1ea1i c\u00e1c l\u1ea7n ch\u1ea1y nhanh h\u01a1n. B\u1ed9 nh\u1edb \u0111\u00e3 c\u00e0i \u0111\u1eb7t c\u00f3 m\u1ed9t trong nh\u1eefng t\u00e1c \u0111\u1ed9ng \u0111\u00e1ng k\u1ec3 nh\u1ea5t \u0111\u1ebfn c\u00e1c \u0111i\u1ec3m chu\u1ea9n n\u00e0y. Vi\u1ec7c suy lu\u1eadn tr\u00ean c\u00e1c card \u0111\u1ed3 h\u1ecda NVIDIA RTX kh\u00f4ng \u0111\u00e1nh thu\u1ebf GPU qu\u00e1 l\u1edbn. Tuy nhi\u00ean, b\u1ed9 nh\u1edb b\u1ed5 sung cho ph\u00e9p k\u00edch th\u01b0\u1edbc batch l\u1edbn h\u01a1n.<\/p>\n<p>Ch\u00fang ta h\u00e3y xem k\u1ebft qu\u1ea3 FP16 v\u00e0 FP32.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec5722ea611.jpg\" alt=\"NVIDIA Quadro RTX 6000 ResNet 50 tham chi\u1ebfu FP16 Precision\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 ResNet 50 Inferencing FP16 Precision<\/em><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec57252ce6b.jpg\" alt=\"NVIDIA Quadro RTX 6000 ResNet 50 tham chi\u1ebfu FP32 Precision\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 ResNet 50 Inferencing FP32 Precision<\/em><\/p>\n<h3>ResNet-50 Training, s\u1eed d\u1ee5ng Tensor Cores<\/h3>\n<p>Ch\u00fang t\u00f4i c\u0169ng mu\u1ed1n \u0111\u00e0o t\u1ea1o ResNet-50 b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng Tensorflow. Trong qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o, m\u1ea1ng n\u01a1-ron h\u1ecdc c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m c\u1ee7a h\u00ecnh \u1ea3nh, (v\u00ed d\u1ee5: \u0111\u1ed3 v\u1eadt, \u0111\u1ed9ng v\u1eadt, v.v.) v\u00e0 x\u00e1c \u0111\u1ecbnh nh\u1eefng \u0111\u1eb7c \u0111i\u1ec3m n\u00e0o l\u00e0 quan tr\u1ecdng. \u0110\u1ecbnh k\u1ef3 (c\u1ee9 sau 1000 l\u1ea7n l\u1eb7p), m\u1ea1ng n\u01a1-ron s\u1ebd t\u1ef1 ki\u1ec3m tra so v\u1edbi t\u1eadp ki\u1ec3m tra \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh m\u1ea5t m\u00e1t khi \u0111\u00e0o t\u1ea1o, \u0111i\u1ec1u n\u00e0y \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a vi\u1ec7c \u0111\u00e0o t\u1ea1o m\u1ea1ng. \u0110\u1ed9 ch\u00ednh x\u00e1c c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u0103ng l\u00ean th\u00f4ng qua vi\u1ec7c l\u1eb7p l\u1ea1i (ho\u1eb7c ch\u1ea1y s\u1ed1 l\u01b0\u1ee3ng epochs cao h\u01a1n.)<\/p>\n<p>D\u00f2ng l\u1ec7nh ch\u00fang ta s\u1ebd s\u1eed d\u1ee5ng l\u00e0:<\/p>\n<p><code>nvidia-docker run --shm-size=1g --ipc=host --ulimit memlock=-1 --ulimit stack=67108864 -v ~\/Downloads\/imagenet12tf:\/imagenet --rm -w \/workspace\/nvidia-examples\/cnn\/ nvcr.io\/nvidia\/tensorflow:20.11-tf2-py3 python resnet.py --data_dir=\/imagenet --batch_size=128 --iter_unit=batch --num_iter=500 --display_every=20 --precision=fp16<\/code><\/p>\n<p>C\u00e1c tham s\u1ed1 cho resnet.py:<br \/>\n\u2013layers: S\u1ed1 l\u1edbp m\u1ea1ng n\u01a1-ron s\u1eed d\u1ee5ng, v\u00ed d\u1ee5: 50.<br \/>\n\u2013batch_size ho\u1eb7c -b: S\u1ed1 l\u01b0\u1ee3ng h\u00ecnh \u1ea3nh m\u1eabu ImageNet s\u1eed d\u1ee5ng \u0111\u1ec3 hu\u1ea5n luy\u1ec7n m\u1ea1ng m\u1ed7i l\u1ea7n l\u1eb7p. T\u0103ng k\u00edch th\u01b0\u1edbc l\u00f4 th\u01b0\u1eddng s\u1ebd t\u0103ng hi\u1ec7u su\u1ea5t \u0111\u00e0o t\u1ea1o.<br \/>\n\u2013Iter_unit ho\u1eb7c -u: Ch\u1ec9 \u0111\u1ecbnh ch\u1ea1y c\u00e1c batch ho\u1eb7c epoch.<br \/>\n\u2013Num_iter ho\u1eb7c -i: S\u1ed1 l\u00f4 ho\u1eb7c s\u1ed1 l\u1ea7n l\u1eb7p \u0111\u1ec3 ch\u1ea1y, v\u00ed d\u1ee5: 500.<br \/>\n\u2013display_every: T\u1ea7n su\u1ea5t hi\u1ec3n th\u1ecb hi\u1ec7u su\u1ea5t hu\u1ea5n luy\u1ec7n,v\u00ed d\u1ee5: c\u1ee9 20 batch m\u1ed9t l\u1ea7n.<br \/>\n\u2013precision: Ch\u1ec9 \u0111\u1ecbnh \u0111\u1ed9 ch\u00ednh x\u00e1c FP32 ho\u1eb7c FP16, c\u0169ng cho ph\u00e9p t\u00ednh to\u00e1n TensorCore cho Volta, Turing v\u00e0 Ampere GPUs.<\/p>\n<p>Trong khi t\u1eadp l\u1ec7nh TensorFlow n\u00e0y kh\u00f4ng th\u1ec3 ch\u1ec9 \u0111\u1ecbnh t\u1eebng GPU \u0111\u1ec3 s\u1eed d\u1ee5ng, ch\u00fang c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ch\u1ec9 \u0111\u1ecbnh b\u1eb1ng c\u00e1ch:<br \/>\nsetting export CUDA_VISIBLE_DEVICES= ph\u00e2n \u0111\u1ecbnh b\u1edfi d\u1ea5u ph\u1ea9y (v\u00ed d\u1ee5: 0,1,2,3) trong Docker container workspace.<\/p>\n<p>Ch\u00fang t\u00f4i s\u1ebd ch\u1ea1y c\u00e1c k\u00edch th\u01b0\u1edbc l\u00f4 l\u00e0 16, 32, 64, 128 v\u00e0 thay \u0111\u1ed5i t\u1eeb FP16 th\u00e0nh FP32.<\/p>\n<p>M\u1ed9t s\u1ed1 GPU nh\u01b0 RTX 2060, RTX 2070, RTX 2080 v\u00e0 RTX 2080 Ti s\u1ebd kh\u00f4ng hi\u1ec3n th\u1ecb m\u1ed9t s\u1ed1 l\u1ea7n ch\u1ea1y batch v\u00ec b\u1ed9 nh\u1edb h\u1ea1n ch\u1ebf.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec57276d93d.jpg\" alt=\"NVIDIA Quadro RTX 6000 ResNet 50 \u0110\u00e0o t\u1ea1o FP16 Precision\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 ResNet 50 Training FP16 Precision<\/em><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec5729dabdc.jpg\" alt=\"NVIDIA Quadro RTX 6000 ResNet 50 \u0110\u00e0o t\u1ea1o FP32 Precision\" \/><\/p>\n<p><em>NVIDIA Quadro RTX 6000 ResNet 50 Training FP32 Precision<\/em><\/p>\n<p><a href=\"https:\/\/thegioimaychu.vn\/leadtek-nvidia-quadro-rtx-6000-24gb-gddr6-pcie-3-0-tm6704.html\">Quadro RTX 6000<\/a> so s\u00e1nh t\u1ed1t v\u1edbi c\u00e1c GPU t\u01b0\u01a1ng t\u1ef1 nh\u01b0 <a href=\"https:\/\/thegioimaychu.vn\/leadtek-nvidia-quadro-rtx-8000-48gb-gddr6-pcie-3-0-tm6705.html\">Quadro RTX 8000<\/a> v\u00e0 <a href=\"https:\/\/thegioimaychu.vn\/gpu-nvidia-titan-rtx-tm7739.html\">Titan RTX<\/a>.<\/p>\n<h3>Ki\u1ec3m tra \u0111i\u1ec7n n\u0103ng<\/h3>\n<p>\u0110\u1ed1i v\u1edbi th\u1eed nghi\u1ec7m \u0111i\u1ec7n n\u0103ng c\u1ee7a ch\u00fang t\u00f4i, ch\u00fang t\u00f4i \u0111\u00e3 s\u1eed d\u1ee5ng AIDA64 \u0111\u1ec3 t\u0103ng s\u1ee9c \u00e9p v\u1edbi Quadro RTX 6000, sau \u0111\u00f3 l\u00e0 HWiNFO \u0111\u1ec3 theo d\u00f5i vi\u1ec7c s\u1eed d\u1ee5ng n\u0103ng l\u01b0\u1ee3ng v\u00e0 nhi\u1ec7t \u0111\u1ed9.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec5730bb1b2.jpg\" alt=\"NVIDIA Quadro RTX 6000 Power\" \/><\/p>\n<p><em>Ti\u00eau th\u1ee5 \u0111i\u1ec7n c\u1ee7a NVIDIA Quadro RTX 6000<\/em><\/p>\n<p>Sau th\u1eed nghi\u1ec7m, ch\u00fang t\u00f4i th\u1ea5y n\u00f3 \u0111\u1ea1t m\u1ee9c 262 Watts khi full t\u1ea3i v\u00e0 19 Watts khi kh\u00f4ng t\u1ea3i.<\/p>\n<h3>Hi\u1ec7u su\u1ea5t l\u00e0m m\u00e1t<\/h3>\n<p>M\u1ed9t l\u00fd do ch\u00ednh m\u00e0 ch\u00fang t\u00f4i b\u1eaft \u0111\u1ea7u lo\u1ea1t b\u00e0i n\u00e0y l\u00e0 \u0111\u1ec3 tr\u1ea3 l\u1eddi cho c\u00e2u h\u1ecfi v\u1ec1 v\u1ea5n \u0111\u1ec1 l\u00e0m m\u00e1t. B\u1ed9 l\u00e0m m\u00e1t ki\u1ec3u &#8220;l\u1ed3ng s\u00f3c&#8221; (blower) c\u00f3 c\u00e1c kh\u1ea3 n\u0103ng kh\u00e1c so v\u1edbi m\u1ed9t v\u00e0i d\u00f2ng card gaming l\u1edbn dual ho\u1eb7c triple-fan.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/12\/tgmc-blog-5fec5733a2ca3.jpg\" alt=\"NVIDIA Quadro RTX 6000 Nhi\u1ec7t \u0111\u1ed9\" \/><\/p>\n<p><em>So s\u00e1nh nhi\u1ec7t \u0111\u1ed9 v\u1eadn h\u00e0nh c\u1ee7a NVIDIA Quadro RTX 6000<\/em><\/p>\n<p>Nhi\u1ec7t \u0111\u1ed9 cho Quadro RTX 6000 ch\u1ea1y \u1edf 78 \u0111\u1ed9 C khi full t\u1ea3i, cho th\u1ea5y gi\u1ea3i ph\u00e1p l\u00e0m m\u00e1t m\u1edbi c\u1ee7a NVIDIA ho\u1ea1t \u0111\u1ed9ng r\u1ea5t t\u1ed1t v\u00e0 t\u1ea1o ra r\u1ea5t \u00edt ti\u1ebfng \u1ed3n. Nhi\u1ec7t \u0111\u1ed9 khi kh\u00f4ng ho\u1ea1t \u0111\u1ed9ng m\u00e0 ch\u00fang t\u00f4i ghi nh\u1eadn l\u00e0 32 \u0111\u1ed9 C, \u0111\u00e2y c\u0169ng l\u00e0 m\u1ee9c tuy\u1ec7t v\u1eddi cho m\u1ed9t GPU c\u00f3 k\u00edch th\u01b0\u1edbc n\u00e0y.<\/p>\n<h2>K\u1ebft lu\u1eadn<\/h2>\n<p>Sau t\u1ea5t c\u1ea3 c\u00e1c l\u1ea7n ch\u1ea1y \u0111o benchmark n\u00e0y, c\u00f3 m\u1ed9t v\u00e0i ch\u1ee7 \u0111\u1ec1 \u0111\u1ec3 n\u00f3i v\u1ec1 Quadro RTX 6000. \u0110\u1ea7u ti\u00ean, \u0111i\u1ec3m ch\u00fa \u00fd v\u1ec1 d\u00f2ng card n\u00e0y l\u00e0 c\u00f3 th\u1ec3 xem n\u00f3 nh\u01b0 \u0111\u1ed1i th\u1ee7 c\u1ee7a Titan RTX v\u1edbi b\u1ed9 l\u00e0m m\u00e1t ki\u1ec3u blower b\u1ed5 sung h\u1ed7 tr\u1ee3 driver \u0111\u01b0\u1ee3c ch\u1ee9ng nh\u1eadn ISV \u0111\u1ec3 c\u00f3 m\u1ed9t m\u1ee9c gi\u00e1 cao h\u01a1n. \u0110i\u1ec3m ch\u00fa \u00fd ti\u1ebfp theo l\u00e0 dung l\u01b0\u1ee3ng b\u1ed9 nh\u1edb ch\u1ec9 b\u1eb1ng m\u1ed9t n\u1eeda nh\u01b0ng gi\u00e1 th\u1ea5p h\u01a1n khi c\u1ea1nh tranh v\u1edbi Quadro RTX 8000. N\u1ebfu b\u1ea1n mu\u1ed1n l\u1eafp \u0111\u1eb7t c\u00e1c GPU v\u00e0o m\u1ed9t m\u00e1y ch\u1ee7 ho\u1eb7c m\u00e1y tr\u1ea1m v\u1edbi s\u1ed1 l\u01b0\u1ee3ng l\u1edbn th\u00ec b\u1ed9 l\u00e0m m\u00e1t ki\u1ec3u blower ho\u1ea1t \u0111\u1ed9ng t\u1ed1t v\u00e0 th\u1ef1c t\u1ebf l\u00e0 c\u00f3 m\u1ed9t phi\u00ean b\u1ea3n l\u00e0m m\u00e1t th\u1ee5 \u0111\u1ed9ng (Passive) c\u1ee7a d\u00f2ng card n\u00e0y m\u00e0 ch\u00fang ta \u0111\u00e3 th\u1ea5y trong b\u00e0i \u0111\u00e1nh gi\u00e1 <a href=\"https:\/\/www.servethehome.com\/asus-esc4000a-e10-2u-amd-epyc-nvidia-gpu-server-review\/\">ASUS ESC4000A-E10 2U AMD EPYC GPU Server<\/a> v\u1edbi r\u1ea5t nhi\u1ec1u s\u1ef1 linh ho\u1ea1t trong tri\u1ec3n khai.<\/p>\n<p>Cu\u1ed1i c\u00f9ng, c\u00f3 m\u1ed9t c\u00e2u h\u1ecfi l\u1edbn l\u00e0 b\u00ean c\u1ea1nh b\u1ed9 l\u00e0m m\u00e1t ki\u1ec3u blower v\u00e0 c\u00e1c driver \u0111\u01b0\u1ee3c ch\u1ee9ng nh\u1eadn ISV, \u0111\u1ed1i v\u1edbi nh\u1eefng ng\u01b0\u1eddi ch\u1ec9 t\u00ecm ki\u1ebfm b\u1ed9 nh\u1edb 24GB v\u00e0 hi\u1ec7u su\u1ea5t t\u00ednh to\u00e1n cho 1-2 card m\u1ed7i h\u1ec7 th\u1ed1ng, <a href=\"https:\/\/thegioimaychu.vn\/gpu-nvidia-geforce-rtx-3090-tm7742.html\">NVIDIA GeForce RTX 3090<\/a> ch\u1ec9 \u0111\u01a1n gi\u1ea3n l\u00e0 cung c\u1ea5p nhi\u1ec1u h\u01a1n v\u1edbi chi ph\u00ed th\u1ea5p h\u01a1n nhi\u1ec1u. C\u00e1c GPU 48GB A6000 m\u1edbi ch\u1ec9 b\u1eaft \u0111\u1ea7u xu\u1ea5t x\u01b0\u1edfng khi ch\u00fang t\u00f4i \u0111ang ho\u00e0n th\u00e0nh b\u00e0i \u0111\u00e1nh gi\u00e1 n\u00e0y. C\u00f3 l\u1ebd \u0111\u00f3 l\u00e0 m\u1ed9t d\u1ea5u hi\u1ec7u c\u1ee7a th\u1eddi gian m\u00e0 ch\u00fang t\u00f4i \u0111ang xem x\u00e9t d\u00f2ng card n\u00e0y v\u00e0o cu\u1ed1i chu k\u1ef3. Tuy nhi\u00ean, v\u1edbi Titan RTX tr\u01b0\u1edbc \u0111\u00f3, gi\u00e1 c\u1ea3 \/ hi\u1ec7u su\u1ea5t b\u00ean ngo\u00e0i l\u0129nh v\u1ef1c y\u00eau c\u1ea7u driver Quadro \/ Enterprise \u0111\u01b0\u1ee3c ch\u1ee9ng nh\u1eadn ISV th\u00ec d\u01b0\u1eddng nh\u01b0 thi\u1ebfu.<\/p>\n<p>N\u1ebfu ch\u00fang t\u00f4i \u0111\u00e3 xem x\u00e9t Quadro RTX 6000 g\u1ea7n th\u1eddi \u0111i\u1ec3m ra m\u1eaft, n\u00f3 s\u1ebd l\u00e0 m\u1ed9t chi\u1ebfc card tuy\u1ec7t v\u1eddi so v\u1edbi th\u1ebf h\u1ec7 Pascal. Xem x\u00e9t v\u1ecb tr\u00ed c\u1ee7a n\u00f3 trong th\u1ecb tr\u01b0\u1eddng hi\u1ec7n t\u1ea1i, sau khi th\u1ebf h\u1ec7 Turing v\u00e0 b\u00e2y gi\u1edd l\u00e0 Ampere \u0111\u00e3 \u0111\u1ebfn, c\u00f3 v\u1ebb nh\u01b0 n\u00f3 \u0111\u00e3 m\u1ea5t \u0111i r\u1ea5t nhi\u1ec1u s\u1ee9c h\u1ea5p d\u1eabn m\u00e0 n\u00f3 t\u1eebng c\u00f3 \u0111\u1ed1i v\u1edbi m\u00e1y t\u00ednh \u0111\u1ec3 b\u00e0n v\u00e0 m\u00e1y tr\u1ea1m, gi\u1ea3 s\u1eed ng\u01b0\u1eddi ta kh\u00f4ng c\u1ea7n nh\u1eefng ch\u1ee9ng nh\u1eadn ISV \u0111\u1ec3 \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 cho c\u00e1c \u1ee9ng d\u1ee5ng chuy\u00ean nghi\u1ec7p t\u1ed1n k\u00e9m. M\u1eb7t kh\u00e1c, th\u1ef1c t\u1ebf l\u00e0 ch\u00fang ta th\u1ea5y <a href=\"https:\/\/thegioimaychu.vn\/blog\/ai-deep-learning\/danh-gia-san-pham-gpu-leadtek-nvidia-rtx-a6000-p7153\/\">m\u1eabu GPU m\u1edbi NVidia RTX A6000<\/a> \u0111\u00e3 b\u1ecf \u0111i th\u01b0\u01a1ng hi\u1ec7u Quadro v\u00e0 ch\u00fang ta c\u0169ng th\u1ea5y m\u1ed9t phi\u00ean b\u1ea3n l\u00e0m m\u00e1t th\u1ee5 \u0111\u1ed9ng c\u1ee7a Quadro RTX 6000 c\u00f3 ngh\u0129a l\u00e0 d\u01b0\u1eddng nh\u01b0 \u0111\u00e3 t\u00ecm th\u1ea5y m\u1ed9t th\u1ecb tr\u01b0\u1eddng kh\u00e1c trong su\u1ed1t th\u1eddi gian t\u1ed3n t\u1ea1i c\u1ee7a n\u00f3.<\/p>\n<p><em>Theo <\/em>Servethehome<\/p>\n<p>\u2192 Xem th\u00eam c\u00e1c d\u00f2ng GPU kh\u00e1c <a href=\"https:\/\/thegioimaychu.vn\/linh-kien-may-chu\/gpu-card-may-chu\">t\u1ea1i \u0111\u00e2y<\/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=23415\">B\u01b0\u1edbc v\u00e0o k\u1ef7 nguy\u00ean tr\u1ee3 l\u00fd AI c\u00e1 nh\u00e2n &#8211; so s\u00e1nh chi ti\u1ebft NVIDIA RTX Spark v\u00e0 DGX Spark<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23322\">NVIDIA RTX PRO 4500 Blackwell Server Edition: B\u01b0\u1edbc nh\u1ea3y v\u1ecdt t\u1eeb th\u1ebf h\u1ec7 L4 cho h\u1ea1 t\u1ea7ng AI suy lu\u1eadn hi\u1ec7u n\u0103ng cao<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23119\">NVIDIA NGC\u2011ready Low\u2011latency Edge AI: Gi\u1ea3i ph\u00e1p cho Retail, Manufacturing v\u00e0 Smart Cities<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23110\">So s\u00e1nh s\u1ee9c m\u1ea1nh c\u1ee7a m\u00e1y t\u00ednh AI DGX Spark v\u1edbi c\u00e1c card GPU m\u00e1y tr\u1ea1m chuy\u00ean nghi\u1ec7p c\u1ee7a NVIDIA<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22969\">T\u1eeb Orin \u0111\u1ebfn Thor: B\u01b0\u1edbc nh\u1ea3y v\u1ecdt ki\u1ebfn tr\u00fac c\u1ee7a NVIDIA JetPack 7.0 v\u00e0 t\u01b0\u01a1ng lai c\u1ee7a robot h\u00ecnh ng\u01b0\u1eddi<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22887\">T\u1ea1i sao g\u1ecdi NVIDIA DGX Spark l\u00e0 Si\u00eau m\u00e1y t\u00ednh AI c\u00e1 nh\u00e2n?<\/a><\/li>\n<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>&#272;&#7875; ho&agrave;n thi&#7879;n c&aacute;c b&agrave;i &#273;&aacute;nh gi&aacute; v&#7873; GPU trong n&#259;m 2020 c&#7911;a ch&uacute;ng t&ocirc;i, ch&uacute;ng t&ocirc;i c&oacute; NVIDIA Quadro RTX 6000. &#272;&acirc;y l&agrave; s&#7843;n ph&#7849;m GPU c&#7911;a NVIDIA n&#7857;m gi&#7919;a Quadro RTX 5000 v&agrave; Quadro RTX 8000. V&#7899;i gi&aacute; ni&ecirc;m y&#7871;t kho&#7843;ng 4000$, &#273;&acirc;y kh&ocirc;ng ph&#7843;i l&agrave; m&#7897;t GPU gi&aacute; r&#7867; nh&#432;ng n&oacute; th&#432;&#7901;ng&#8230;<\/p>\n","protected":false},"author":29,"featured_media":8060,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,44,1],"tags":[12,671,1314,490,287],"class_list":["post-7928","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-product","category-tong-hop","tag-deep-learning","tag-gpu","tag-nvidia","tag-render","tag-rtx-6000"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u0110\u00e1nh gi\u00e1 hi\u1ec7u n\u0103ng GPU NVIDIA Quadro RTX 6000 - Blog | TheGioiMayChu<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/danh-gia-hieu-nang-gpu-nvidia-quadro-rtx-6000-p7928\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"\u0110\u00e1nh gi\u00e1 hi\u1ec7u n\u0103ng GPU NVIDIA Quadro RTX 6000 - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"&#272;&#7875; ho&agrave;n thi&#7879;n c&aacute;c b&agrave;i &#273;&aacute;nh gi&aacute; v&#7873; GPU trong n&#259;m 2020 c&#7911;a ch&uacute;ng t&ocirc;i, ch&uacute;ng t&ocirc;i c&oacute; NVIDIA Quadro RTX 6000. &#272;&acirc;y l&agrave; s&#7843;n ph&#7849;m GPU c&#7911;a NVIDIA n&#7857;m gi&#7919;a Quadro RTX 5000 v&agrave; Quadro RTX 8000. 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