{"id":1145,"date":"2021-04-13T00:47:17","date_gmt":"2021-04-12T16:47:17","guid":{"rendered":"https:\/\/blog.adlinktech.com\/?p=1145"},"modified":"2021-08-18T10:35:11","modified_gmt":"2021-08-18T02:35:11","slug":"edge-ai-gtc21-nvidia-deepstream-sdk-and-tlt","status":"publish","type":"post","link":"https:\/\/blog.adlinktech.com\/tw\/2021\/04\/13\/edge-ai-gtc21-nvidia-deepstream-sdk-and-tlt\/","title":{"rendered":"#GTC21\u4e0a\u7684Edge AI\uff1aNVIDIA DeepStream SDK\u548cTLT"},"content":{"rendered":"<h2 class=\"wp-block-heading\"><strong>\u4e0d\u8981\u5bb3\u6015GPU\u3002&nbsp;<\/strong><strong>\u51cc\u83ef\u79d1\u6280\u548cNVIDIA\u5728\u9019\u91cc\u70ba\u60a8\u63d0\u4f9b\u5e6b\u52a9\uff01&nbsp;<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u65bc\u5927\u591a\u6578\u958b\u767c\u4eba\u54e1\u4f86\u8aaa\uff0c\u4f7f\u7cfb\u7d71\u7684\u904b\u884c\u6548\u7387\u6700\u5927\u5316\u662f\u6b63\u5e38\u7684\u76ee\u6a19\u3002\u4f46\u662f\uff0c\u5728\u67d0\u4e9b\u60c5\u6cc1\u4e0b\uff0c\u6211\u5011\u9762\u81e8\u8457\u570d\u7e5e\u8f03\u65b0\u7684GPU\u958b\u767c\u9019\u4e9b\u7cfb\u7d71\u7684\u4efb\u52d9\uff0c\u4f8b\u5982&nbsp;<a href=\"https:\/\/www.nvidia.com\/en-us\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u82f1\u5049\u9054<\/a>\u3002\u521d\u6b21\u770b\u6642\uff0c\u9019\u9805\u4efb\u52d9\u53ef\u80fd\u4ee4\u4eba\u671b\u800c\u751f\u754f\uff0c\u4f46\u66f4\u6df1\u5165\u7684\u7814\u7a76\u8868\u660e\uff0c\u6709\u5927\u91cf\u53ef\u7528\u7684\u4fe1\u606f\u53ef\u4ee5\u7de9\u89e3\u4efb\u4f55\u7591\u616e\u3002&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6e1b\u8f15\u8a2d\u8a08\u75db\u82e6\u7684\u7b2c\u4e00\u6b65\u662f\u4f7f\u7528\u8edf\u4ef6\u958b\u767c\u5957\u4ef6\uff08SDK\uff09\uff0c\u9019\u662fGPU\u4f9b\u61c9\u5546\u901a\u5e38\u63d0\u4f9b\u7684\u8a31\u591a\u5de5\u5177\u4e4b\u4e00\u3002\u4f46\u662f\uff0c\u5982\u679c\u60a8\u7684\u8981\u6c42\u5305\u62ecSDK\u4e2d\u672a\u5305\u542b\u7684\u529f\u80fd\uff0c\u60a8\u8a72\u600e\u9ebc\u8fa6\uff1f\u4f8b\u5982\uff0c\u5728NVIDIA\u64cd\u8235\u5ba4\u5167\uff0c\u5c31\u53ef\u4ee5\u5728\u786c\u4ef6\u8a2d\u8a08\u7684\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u65b9\u9762\u63d0\u4f9b\u5e6b\u52a9\uff0c\u4e26\u63d0\u4f9b\u5145\u8db3\u7684\u4fe1\u606f\u3002\u4f46\u662f\uff0c\u5982\u679c\u60a8\u9700\u8981\u91dd\u5c0d\u7279\u5b9a\u61c9\u7528\u8abf\u6574\u786c\u4ef6\uff0c\u6703\u767c\u751f\u4ec0\u9ebc\uff1f&nbsp;&nbsp;<\/p>\n\n\n\n<p 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class=\"wp-block-paragraph\">\u6240\u4ee5\u4f60\u6703\u600e\u9ebc\u505a\uff1f\u5c08\u6ce8\u65bc\u6700\u7d42\u76ee\u6a19\u3002\u6211\u77e5\u9053\u9019\u4f3c\u4e4e\u5f88\u660e\u986f\uff0c\u4f46\u6211\u66fe\u8207\u8a31\u591a\u5ba2\u6236\u5408\u4f5c\uff0c\u4f46\u4ed6\u5011\u5728\u6b64\u904e\u7a0b\u4e2d\u8ff7\u5931\u4e86\u65b9\u5411\u3002\u60a8\u9700\u8981\u554f\u7684\u95dc\u9375\u554f\u984c\u662f\uff1a\u201c\u671f\u671b\u7684\u7d50\u679c\u662f\u4ec0\u9ebc\uff1f\u201d\u6216\u8005\uff0c\u201c\u7d50\u679c\u662f\u6211\u5011\u60f3\u8981\u63a1\u53d6\u4ec0\u9ebc\u884c\u52d5\uff1f\u201d\u4e26\u7e7c\u7e8c\u91cd\u65b0\u5be9\u8996\u5b83\u3002\u4e00\u65e6\u56de\u7b54\u4e86\u9019\u500b\u554f\u984c\uff0c\u60a8\u5c31\u53ef\u4ee5\u53cd\u5411\u9032\u884c\u8a2d\u8a08\uff0c\u4ee5\u751f\u6210\u5c07\u5c0e\u81f4\u7279\u5b9a\u7d50\u679c\u6216\u6240\u9700\u52d5\u4f5c\u7684\u6578\u64da\u3002\u5982\u679c\u59cb\u7d42\u6c92\u6709\u4e00\u500b\u4e00\u81f4\u7684\u7b54\u6848\u6216\u5c0d\u9019\u500b\u554f\u984c\u7684\u91cd\u65b0\u5be9\u8996\uff0c\u60a8\u5c07\u5192\u8457\u65e5\u5f8c\u9032\u884c\u91cd\u65b0\u8a2d\u8a08\u7684\u98a8\u96aa\uff0c\u6211\u5011\u90fd\u77e5\u9053\u9019\u610f\u5473\u8457\u984d\u5916\u7684\u5de5\u4f5c\u548c\u6210\u672c\u3002&nbsp;&nbsp;<\/p>\n\n\n\n<p 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SDK\u53ef\u4ee5\u5c07\u8996\u983b\u62cd\u651d\u4e26\u5c07\u5176\u5beb\u5165\u78c1\u76e4\uff0c\u4ee5\u5354\u52a9\u9032\u884c\u6df1\u5ea6\u5b78\u7fd2\u6240\u9700\u7684\u6578\u64da\u6536\u96c6\u3002&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u60a8\u4e5f\u53ef\u4ee5\u901a\u904eNVIDIA\u7684&nbsp;<a href=\"https:\/\/developer.nvidia.com\/transfer-learning-toolkit\" target=\"_blank\" rel=\"noreferrer noopener\">\u8f49\u79fb\u5b78\u7fd2\u5de5\u5177\u5305<\/a>\u3002\u8207\u5f9e\u982d\u958b\u59cb\u6642\u76f8\u6bd4\uff0c\u8a72\u5de5\u5177\u5305\u4f7f\u60a8\u53ef\u4ee5\u66f4\u5feb\u5730\u5275\u5efa\u53ef\u90e8\u7f72\u904e\u7a0b\u3002\u7d50\u679c\u53ef\u80fd\/\u61c9\u8a72\u662f\u66f4\u9ad8\u7684\u6295\u8cc7\u56de\u5831\u7387\u3002&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u70ba\u4e86\u5e6b\u52a9\u958b\u767c\u4eba\u54e1\uff0c\u6211\u5011\u5df2\u7d93\u7de8\u8b6f\u4e86\u4e00\u7d44\u7528\u4f8b\uff0c\u9019\u4e9b\u7528\u4f8b\u5275\u5efa\u4e86\u5177\u6709\u512a\u5316\u7684\u7279\u5b9a\u65bc\u9818\u57df\u7684\u6a21\u578b\u7684\u8d77\u9ede\u3002\u5728\u67d0\u4e9b\u60c5\u6cc1\u4e0b\uff0c\u6a21\u578b\u4f86\u81eaNVIDIA\uff0c\u5176\u4e2d\u5305\u62ec\u516c\u5171\u5b89\u5168\u548c\u667a\u6167\u57ce\u5e02\u3002\u5982\u679c\u6a21\u578b\u4e0d\u6613\u7372\u5f97\uff0c\u5247\u958b\u767c\u4eba\u54e1\u53ef\u4ee5\u5f9e\u985e\u4f3c\u65bc\u7528\u4f8b\u7684\u73fe\u6709\u6a21\u578b\u958b\u59cb\uff0c\u4e26\u6839\u64da\u9700\u8981\u9032\u884c\u66f4\u6539\u3002&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u70ba\u4e86\u5be6\u73fe\u7279\u5b9a\u7684\u64cd\u4f5c\u6216\u7d50\u679c\uff0c\u975e\u7d50\u69cb\u5316\u6578\u64da\u901a\u904e\u985e\u4f3cDeepStream\u7684\u8655\u7406\u6a21\u578b\u9032\u884c\u904e\u6ffe\uff0c\u5f9e\u800c\u7522\u751f\u66f4\u591a\u7684\u7d50\u69cb\u5316\u6578\u64da\u3002\u4ee5\u5f8c\uff0c\u5df2\u4fdd\u8b77\u7684\u4fe1\u606f\u5c07\u50b3\u64ad\u5230\u5176\u4ed6\u61c9\u7528\u7a0b\u5e8f\u4ee5\u57f7\u884c\u5176\u529f\u80fd\u3002&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u662f\u4e00\u500b\u6545\u610f\u7684\u9810\u544a\u7247-\u52a0\u5165\u6211\u5728#GTC21\u4e0a\u7684\u6309\u9700\u8ab2\u7a0b\u4ee5\u7372\u53d6\u66f4\u591a\u4fe1\u606f\uff01\u6211\u5c07\u6df1\u5165\u63a2\u8a0eNVIDIA\u7684DeepStream SDK\u548cTransfer Learning Tooklit\uff0c <a rel=\"noreferrer noopener\" href=\"https:\/\/www.nvidia.com\/en-us\/gtc\/?ncid=ref-spo-89437&amp;sfdcid=undefined#cid=gtcs21_ref-spo_en-us\" target=\"_blank\">\u5728\u9019\u88e1\u8a3b\u518a<\/a>.&nbsp;&nbsp;<\/p>\n\n\n\n<div class=\"wp-block-coblocks-author\"><figure class=\"wp-block-coblocks-author__avatar\"><img data-recalc-dims=\"1\" decoding=\"async\" class=\"wp-block-coblocks-author__avatar-img\" src=\"https:\/\/i0.wp.com\/blog.adlinktech.com\/wp-content\/uploads\/2021\/03\/Toby-McClean_ADLINK-Technology.jpeg?w=723&#038;ssl=1\" alt=\"\u4f5c\u8005\uff1a\u6258\u6bd4\u00b7\u9ea5\u514b\u6797\uff08Toby McClean\uff09\"\/><\/figure><div class=\"wp-block-coblocks-author__content\"><span class=\"wp-block-coblocks-author__name\">\u4f5c\u8005\uff1a\u6258\u6bd4\u00b7\u9ea5\u514b\u6797\uff08Toby McClean\uff09<\/span><p class=\"wp-block-coblocks-author__biography\">\u51cc\u83ef\u79d1\u6280\u7269\u806f\u7db2\u8207\u5275\u65b0\u526f\u7e3d\u88c1<\/p>\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/www.linkedin.com\/in\/tobymcclean\/\" target=\"_blank\" rel=\"noreferrer noopener\">LInkedIn<\/a><\/div>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>","protected":false},"excerpt":{"rendered":"<p>Don\u2019t Fear the GPU.&nbsp;ADLINK and NVIDIA are here to help you!&nbsp;&nbsp; Maximizing the operational efficiency of a&nbsp;system is a normal goal for most developers. However, in some instances, we face the task of developing these systems around&nbsp;newer GPUs, like&nbsp;those offered by&nbsp;NVIDIA. While the task might&nbsp;look&nbsp;daunting the first&nbsp;time you look at it, a deeper dive reveals&nbsp;that [&hellip;]<\/p>\n","protected":false},"author":188103281,"featured_media":1153,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_stc_notifier_status":"sent","_stc_notifier_sent_time":"2022-03-29 15:20:02","_stc_notifier_request":false,"_stc_notifier_prevent":false,"_stc_subscriber_keywords":"","_stc_subscriber_search_areas":"","_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"{title}\n\n{excerpt}\n\n{url}","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpas_customize_per_network":false,"jetpack_post_was_ever_published":false},"categories":[1,702134936],"tags":[702134898,702134920],"class_list":["post-1145","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","category-japanese","tag-ai","tag-gpu","fallback-thumbnail"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/blog.adlinktech.com\/wp-content\/uploads\/2021\/04\/ADLINK-Blog-GTC-Tobys_2.jpg?fit=1024%2C536&ssl=1","jetpack_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/pc6JDC-it","_links":{"self":[{"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/posts\/1145","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/users\/188103281"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/comments?post=1145"}],"version-history":[{"count":6,"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/posts\/1145\/revisions"}],"predecessor-version":[{"id":1156,"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/posts\/1145\/revisions\/1156"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/media\/1153"}],"wp:attachment":[{"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/media?parent=1145"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/categories?post=1145"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.adlinktech.com\/tw\/wp-json\/wp\/v2\/tags?post=1145"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}