{"id":34817,"date":"2020-07-29T14:11:46","date_gmt":"2020-07-29T06:11:46","guid":{"rendered":"\/blog\/?p=34817"},"modified":"2020-07-29T14:11:48","modified_gmt":"2020-07-29T06:11:48","slug":"install-cuda-11-on-jetson-nano-and-xavier-nx","status":"publish","type":"post","link":"https:\/\/www.seeedstudio.com\/blog\/2020\/07\/29\/install-cuda-11-on-jetson-nano-and-xavier-nx\/","title":{"rendered":"Install CUDA 11 on Jetson Nano and Xavier NX"},"content":{"rendered":"\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"https:\/\/developer.nvidia.com\/blog\/wp-content\/uploads\/2020\/05\/cuda-11-1.jpg\" alt=\"\" \/><\/figure><\/div>\n\n\n\n<p>CUDA 11 has a wealth of features &#8211; from platform system software to everything you need to get started and develop GPU-accelerated applications. Here is an overview of the key software features in this release.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Support for the NVIDIA Ampere GPU architecture, including the new NVIDIA A100 GPU for accelerated scaling and shrinking of AI and HPC data centers; multi-GPU systems with NVSwitch architecture, such as the DGX A100 and HGX A100.<\/li><li> Multi-instance GPU (MIG) partitioning capabilities that are particularly beneficial to cloud service providers (CSPs) to improve GPU utilization.<\/li><li> New third-generation tensor cores that accelerate mixed-precision, matrix computing for different data types, including TF32 and Bfloat16.<\/li><li> Programming and APIs for task graphs, asynchronous data movement, fine-grained synchronization, and secondary cache-resident control.<\/li><li> Performance optimizations for linear algebra, FFT, and matrix multiplication in the CUDA library.<\/li><li> Updates to the Nsight product family of tools for tracing, profiling, and debugging CUDA applications.<\/li><li> Full support for all major CPU architectures, including x86_64, Arm64 server, and POWER architectures.<\/li><\/ul>\n\n\n\n<p>The installation process on the Jetson platform is also quite simple. Copy the following code into your terminal then execute.<\/p>\n\n\n\n<pre class=\"bash\" style=\"font-family:monospace\"><ol><li style=\"font-weight: normal;vertical-align:top\"><div style=\"font: normal normal 1em\/1.2em monospace;margin:0;padding:0;background:none;vertical-align:top\"><span style=\"color: #c20cb9;font-weight: bold\">wget<\/span> https:<span style=\"color: #000000;font-weight: bold\">\/\/<\/span>developer.download.nvidia.com<span style=\"color: #000000;font-weight: bold\">\/<\/span>compute<span style=\"color: #000000;font-weight: bold\">\/<\/span>cuda<span style=\"color: #000000;font-weight: bold\">\/<\/span>repos<span style=\"color: #000000;font-weight: bold\">\/<\/span>ubuntu1804<span style=\"color: #000000;font-weight: bold\">\/<\/span>sbsa<span style=\"color: #000000;font-weight: bold\">\/<\/span>cuda-ubuntu1804.pin<\/div><\/li><li style=\"font-weight: normal;vertical-align:top\"><div style=\"font: normal normal 1em\/1.2em monospace;margin:0;padding:0;background:none;vertical-align:top\"><span style=\"color: #c20cb9;font-weight: bold\">sudo<\/span> <span style=\"color: #c20cb9;font-weight: bold\">mv<\/span> cuda-ubuntu1804.pin <span style=\"color: #000000;font-weight: bold\">\/<\/span>etc<span style=\"color: #000000;font-weight: bold\">\/<\/span>apt<span style=\"color: #000000;font-weight: bold\">\/<\/span>preferences.d<span style=\"color: #000000;font-weight: bold\">\/<\/span>cuda-repository-pin-<span style=\"color: #000000\">600<\/span><\/div><\/li><li style=\"font-weight: normal;vertical-align:top\"><div style=\"font: normal normal 1em\/1.2em monospace;margin:0;padding:0;background:none;vertical-align:top\"><span style=\"color: #c20cb9;font-weight: bold\">wget<\/span> http:<span style=\"color: #000000;font-weight: bold\">\/\/<\/span>developer.download.nvidia.com<span style=\"color: #000000;font-weight: bold\">\/<\/span>compute<span style=\"color: #000000;font-weight: bold\">\/<\/span>cuda<span style=\"color: #000000;font-weight: bold\">\/<\/span>11.0.2<span style=\"color: #000000;font-weight: bold\">\/<\/span>local_installers<span style=\"color: #000000;font-weight: bold\">\/<\/span>cuda-repo-ubuntu1804-<span style=\"color: #000000\">11<\/span>-<span style=\"color: #000000\">0<\/span>-local_11.0.2-450.51.05-<span style=\"color: #000000\">1<\/span>_arm64.deb<\/div><\/li><li style=\"font-weight: normal;vertical-align:top\"><div style=\"font: normal normal 1em\/1.2em monospace;margin:0;padding:0;background:none;vertical-align:top\"><span style=\"color: #c20cb9;font-weight: bold\">sudo<\/span> <span style=\"color: #c20cb9;font-weight: bold\">dpkg<\/span> <span style=\"color: #660033\">-i<\/span> cuda-repo-ubuntu1804-<span style=\"color: #000000\">11<\/span>-<span style=\"color: #000000\">0<\/span>-local_11.0.2-450.51.05-<span style=\"color: #000000\">1<\/span>_arm64.deb<\/div><\/li><li style=\"font-weight: normal;vertical-align:top\"><div style=\"font: normal normal 1em\/1.2em monospace;margin:0;padding:0;background:none;vertical-align:top\"><span style=\"color: #c20cb9;font-weight: bold\">sudo<\/span> <span style=\"color: #c20cb9;font-weight: bold\">apt-key add<\/span> <span style=\"color: #000000;font-weight: bold\">\/<\/span>var<span style=\"color: #000000;font-weight: bold\">\/<\/span>cuda-repo-ubuntu1804-<span style=\"color: #000000\">11<\/span>-<span style=\"color: #000000\">0<\/span>-local<span style=\"color: #000000;font-weight: bold\">\/<\/span>7fa2af80.pub<\/div><\/li><li style=\"font-weight: normal;vertical-align:top\"><div style=\"font: normal normal 1em\/1.2em monospace;margin:0;padding:0;background:none;vertical-align:top\"><span style=\"color: #c20cb9;font-weight: bold\">sudo<\/span> <span style=\"color: #c20cb9;font-weight: bold\">apt-get update<\/span><\/div><\/li><li style=\"font-weight: normal;vertical-align:top\"><div style=\"font: normal normal 1em\/1.2em monospace;margin:0;padding:0;background:none;vertical-align:top\"><span style=\"color: #c20cb9;font-weight: bold\">sudo<\/span> <span style=\"color: #c20cb9;font-weight: bold\">apt-get<\/span> <span style=\"color: #660033\">-y<\/span> <span style=\"color: #c20cb9;font-weight: bold\">install<\/span> cuda<\/div><\/li><\/ol><\/pre>\n\n\n\n<p>After installation,  run command <\/p>\n\n\n\n<p><code>dpkg -l | grep cuda<\/code><\/p>\n\n\n\n<p>Then you&#8217;ll see CUDA 11 is installed.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>CUDA 11 has a wealth of features &#8211; from platform system software to everything you<\/p>\n","protected":false},"author":3485,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"iawp_total_views":0,"footnotes":""},"categories":[1],"tags":[1301,1314,1340,2249,1825,3185,1608,1824],"class_list":["post-34817","post","type-post","status-publish","format-standard","hentry","category-news","tag-ai","tag-gpu","tag-jetson-nano","tag-jetson-nano-ai","tag-jetson-nano-developer-kit","tag-jetson-xavier-nx","tag-machine-learning","tag-nvidia-jetson"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Install CUDA 11 on Jetson Nano and Xavier NX - Latest News from Seeed Studio<\/title>\n<meta name=\"description\" content=\"CUDA 11 comes with brand new powerful features. 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