{"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\/jp\/2021\/04\/13\/edge-ai-gtc21-nvidia-deepstream-sdk-and-tlt\/","title":{"rendered":"#GTC21\u306e\u30a8\u30c3\u30b8AI\uff1aNVIDIA DeepStreamSDK\u304a\u3088\u3073TLT"},"content":{"rendered":"<h2 class=\"wp-block-heading\"><strong>GPU\u3092\u6050\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002&nbsp;<\/strong><strong>ADLINK\u3068NVIDIA\u304c\u304a\u624b\u4f1d\u3044\u3057\u307e\u3059\uff01&nbsp;<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b7\u30b9\u30c6\u30e0\u306e\u904b\u7528\u52b9\u7387\u3092\u6700\u5927\u9650\u306b\u9ad8\u3081\u308b\u3053\u3068\u306f\u3001\u591a\u304f\u306e\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u5f53\u305f\u308a\u524d\u306e\u76ee\u6a19\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u3001&nbsp;<a href=\"https:\/\/www.nvidia.com\/en-us\/\" target=\"_blank\" rel=\"noreferrer noopener\">NVIDIA<\/a>\u306e\u3088\u3046\u306a\u65b0\u3057\u3044GPU\u3092\u4f7f\u3063\u3066\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u6700\u521d\u306f\u5927\u5909\u305d\u3046\u306b\u898b\u3048\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u3088\u304f\u3088\u304f\u8003\u3048\u3066\u307f\u308b\u3068\u3001\u4e0d\u5b89\u3092\u89e3\u6d88\u3059\u308b\u305f\u3081\u306e\u60c5\u5831\u304c\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a2d\u8a08\u306e\u624b\u9593\u3092\u7701\u304f\u306b\u306f\u3001\u307e\u305aSDK\uff08Software Development Kit\uff09\u3092\u4f7f\u3046\u3053\u3068\u3067\u3059\u3002SDK\u306f\u3001GPU\u30b5\u30d7\u30e9\u30a4\u30e4\u30fc\u304c\u63d0\u4f9b\u3059\u308b\u6570\u591a\u304f\u306e\u30c4\u30fc\u30eb\u306e1\u3064\u3067\u3059\u3002\u3057\u304b\u3057\u3001SDK\u306b\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u6a5f\u80fd\u3092\u8981\u6c42\u3059\u308b\u5834\u5408\u306f\u3069\u3046\u3059\u308c\u3070\u3088\u3044\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u4f8b\u3048\u3070\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u8a2d\u8a08\u306e\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u9762\u3067\u306e\u652f\u63f4\u306f\u3001NVIDIA\u306e\u5f97\u610f\u3068\u3059\u308b\u3068\u3053\u308d\u3067\u3042\u308a\u3001\u5341\u5206\u306a\u60c5\u5831\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u7279\u5b9a\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u9069\u5408\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306f\u3069\u3046\u306a\u308b\u3067\u3057\u3087\u3046\u304b\uff1f&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3068\u3048\u3070\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3001\u7a7a\u6e2f\u3084\u99c5\u5185\u306e\u753b\u50cf\u691c\u51fa\u306e\u305f\u3081\u306bAI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u3059\u3079\u3066\u30d5\u30a3\u30fc\u30c9\u3059\u308b\u591a\u6570\u306e\u30ab\u30e1\u30e9\u306b\u63a5\u7d9a\u3055\u308c\u305f\u30b7\u30b9\u30c6\u30e0\u304c\u5fc5\u8981\u3060\u3068\u3057\u307e\u3059\u3002\u8907\u6570\u306e\u30ab\u30e1\u30e9\u304c\u63a5\u7d9a\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3001\u9ad8\u901f\u51e6\u7406\u3092\u5fc5\u8981\u3068\u3059\u308b\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u304c\u3042\u308a\u3001\u5404\u30ab\u30e1\u30e9\u81ea\u4f53\u304c\u6f5c\u5728\u7684\u306a\u8106\u5f31\u6027\uff08\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\uff09\u30dd\u30a4\u30f3\u30c8\u3067\u3042\u308a\u3001\u30ed\u30c3\u30af\u30c0\u30a6\u30f3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u6700\u7d42\u76ee\u6a19\u3092\u77e5\u308b<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u308c\u3067\u306f\u3001\u3069\u3046\u3059\u308c\u3070\u3088\u3044\u306e\u304b\uff1f\u6700\u7d42\u76ee\u6a19\u306b\u7126\u70b9\u3092\u5408\u308f\u305b\u307e\u3059\u3002\u5f53\u305f\u308a\u524d\u306e\u3088\u3046\u306b\u601d\u3048\u307e\u3059\u304c\u3001\u305d\u306e\u904e\u7a0b\u3067\u3053\u308c\u304c\u5931\u308f\u308c\u308b\u591a\u304f\u306e\u304a\u5ba2\u69d8\u3068\u5354\u529b\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u3042\u306a\u305f\u304c\u5c0b\u306d\u308b\u5fc5\u8981\u304c\u3042\u308b\u91cd\u8981\u306a\u8cea\u554f\u306f\u3001\u300c\u671b\u307e\u3057\u3044\u7d50\u679c\u306f\u4f55\u3067\u3059\u304b\uff1f\u300d\u3067\u3059\u3002\u307e\u305f\u306f\u3001\u300c\u7d50\u679c\u3068\u3057\u3066\u5fc5\u8981\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u306f\u4f55\u3067\u3059\u304b\uff1f\u300d\u305d\u3057\u3066\u3001\u305d\u308c\u3092\u518d\u8a2a\u3057\u7d9a\u3051\u307e\u3059\u3002\u3053\u306e\u8cea\u554f\u306b\u7b54\u3048\u305f\u3089\u3001\u8a2d\u8a08\u3092\u9006\u65b9\u5411\u306b\u9032\u3081\u3066\u3001\u76ee\u7684\u306e\u7279\u5b9a\u306e\u7d50\u679c\u307e\u305f\u306f\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u3082\u305f\u3089\u3059\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002\u4e00\u8cab\u3057\u305f\u56de\u7b54\u3084\u3053\u306e\u8cea\u554f\u3078\u306e\u518d\u691c\u8a0e\u304c\u306a\u3051\u308c\u3070\u3001\u5f8c\u3067\u518d\u8a2d\u8a08\u3059\u308b\u30ea\u30b9\u30af\u304c\u3042\u308a\u3001\u305d\u308c\u306f\u4f59\u5206\u306a\u52b4\u529b\u3068\u30b3\u30b9\u30c8\u3092\u610f\u5473\u3059\u308b\u3053\u3068\u306f\u8ab0\u3082\u304c\u77e5\u3063\u3066\u3044\u307e\u3059\u3002&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u3048\u3070\u3001\u7269\u4f53\u306e\u691c\u51fa\u3092\u884c\u3044\u3001\u4f55\u304b\u304c\u4e0d\u9069\u5207\u306b\u914d\u7f6e\u3055\u308c\u3066\u3044\u308b\u3068\u62c5\u5f53\u8005\u306b\u8b66\u544a\u3059\u308b\u3053\u3068\u3092\u6700\u7d42\u76ee\u7684\u3068\u3059\u308b\u5834\u5408\u3001\u30d3\u30c7\u30aa\u30eb\u30fc\u30e0\u306b\u30e2\u30cb\u30bf\u30fc\u3092\u8a70\u3081\u8fbc\u3093\u3067\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30c1\u30fc\u30e0\u304c\u624b\u52d5\u3067\u76e3\u8996\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30de\u30b7\u30f3\u30d3\u30b8\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u7ba1\u7406\u8005\u306b\u8b66\u544a\u3059\u308b\u306e\u304c\u52b9\u7387\u7684\u306a\u65b9\u6cd5\u3067\u3059\u3002&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">ADLINK\u3067\u306f\u3001 <a href=\"https:\/\/developer.nvidia.com\/deepstream-sdk\" data-type=\"URL\" data-id=\"https:\/\/developer.nvidia.com\/deepstream-sdk\" target=\"_blank\" rel=\"noreferrer noopener\">NVIDIA\u306eDeepStreamSDK<\/a>\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u3001\u3053\u306e\u3088\u3046\u306a\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u53ce\u96c6\u30d7\u30ed\u30bb\u30b9\u3092\u51e6\u7406\u3057\u3066\u3044\u307e\u3059\u3002DeepStream SDK\u306f\u3001\u30d3\u30c7\u30aa\u3092\u53d6\u308a\u8fbc\u3093\u3067\u30c7\u30a3\u30b9\u30af\u306b\u66f8\u304d\u8fbc\u307f\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u53ce\u96c6\u3092\u652f\u63f4\u3057\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001NVIDIA\u306e&nbsp;<a href=\"https:\/\/developer.nvidia.com\/transfer-learning-toolkit\" target=\"_blank\" rel=\"noreferrer noopener\">Transfer Learning Toolkit<\/a>\u304b\u3089\u3082\u652f\u63f4\u3092\u53d7\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5c55\u958b\u53ef\u80fd\u306a\u30d7\u30ed\u30bb\u30b9\u3092\u3001\u6700\u521d\u304b\u3089\u59cb\u3081\u308b\u5834\u5408\u3088\u308a\u3082\u306f\u308b\u304b\u306b\u65e9\u304f\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3001\u3088\u308a\u9ad8\u3044\u6295\u8cc7\u53ce\u76ca\u7387\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u958b\u767a\u8005\u3092\u652f\u63f4\u3059\u308b\u305f\u3081\u306b\u3001\u6700\u9069\u5316\u3055\u308c\u305f\u30c9\u30e1\u30a4\u30f3\u56fa\u6709\u306e\u30e2\u30c7\u30eb\u3092\u7528\u3044\u3066\u51fa\u767a\u70b9\u3068\u306a\u308b\u4e00\u9023\u306e\u4f7f\u7528\u4f8b\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002\u30e2\u30c7\u30eb\u306e\u4e2d\u306b\u306f\u3001\u516c\u5171\u5b89\u5168\u3084\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u3092\u542b\u3080NVIDIA\u306e\u30e2\u30c7\u30eb\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u30e2\u30c7\u30eb\u304c\u3059\u3050\u306b\u5165\u624b\u3067\u304d\u306a\u3044\u5834\u5408\u3001\u958b\u767a\u8005\u306f\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u4f3c\u305f\u65e2\u5b58\u306e\u30e2\u30c7\u30eb\u304b\u3089\u59cb\u3081\u3066\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u5909\u66f4\u3092\u52a0\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7279\u5b9a\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u307e\u305f\u306f\u7d50\u679c\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306b\u3001\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306fDeepStream\u306e\u3088\u3046\u306a\u51e6\u7406\u30e2\u30c7\u30eb\u3067\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3055\u308c\u3001DeepStream\u306f\u3088\u308a\u69cb\u9020\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u5f8c\u3067\u3001\u4fdd\u8b77\u3055\u308c\u305f\u60c5\u5831\u306f\u3001\u305d\u306e\u6a5f\u80fd\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u4ed6\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u79fb\u52d5\u3057\u307e\u3059\u3002&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u306f\u610f\u56f3\u7684\u306a\u30c6\u30a3\u30fc\u30b6\u30fc\u3067\u3057\u305f\u3002\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001#GTC21\u3067\u306e\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u30bb\u30c3\u30b7\u30e7\u30f3\u306b\u53c2\u52a0\u3057\u3066\u304f\u3060\u3055\u3044\u3002 NVIDIA\u306eDeepStreamSDK\u3068TransferLearningTooklit\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u307e\u3059\u3002 <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\">\u767b\u9332\u306f\u3053\u3061\u3089<\/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=\"\u8457\u8005\uff1a\u30c8\u30d3\u30fc\u30de\u30af\u30ea\u30fc\u30f3\"\/><\/figure><div class=\"wp-block-coblocks-author__content\"><span class=\"wp-block-coblocks-author__name\">\u8457\u8005\uff1a\u30c8\u30d3\u30fc\u30fb\u30de\u30af\u30ea\u30fc\u30f3<\/span><p class=\"wp-block-coblocks-author__biography\">ADLINK Technology\u3001IoT\u304a\u3088\u3073\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u62c5\u5f53\u526f\u793e\u9577<\/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 there\u2019s a fair amount of information available to&nbsp;ease any concerns.&nbsp; The first step in easing&nbsp;design pain&nbsp;is to use&nbsp;a software development kit (SDK), which is one of many tools that\u2019s typically provided by a GPU supplier.&nbsp;But what do you do if your requirements include features not included within the SDK?&nbsp;For example, helping with the artificial intelligence [&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,"_wpcom_ai_launchpad_first_post":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_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/pc6JDC-it","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","_links":{"self":[{"href":"https:\/\/blog.adlinktech.com\/jp\/wp-json\/wp\/v2\/posts\/1145","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.adlinktech.com\/jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.adlinktech.com\/jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.adlinktech.com\/jp\/wp-json\/wp\/v2\/users\/188103281"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.adlinktech.com\/jp\/wp-json\/wp\/v2\/comments?post=1145"}],"version-history":[{"count":6,"href":"https:\/\/blog.adlinktech.com\/jp\/wp-json\/wp\/v2\/posts\/1145\/revisions"}],"predecessor-version":[{"id":1156,"href":"https:\/\/blog.adlinktech.com\/jp\/wp-json\/wp\/v2\/posts\/1145\/revisions\/1156"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.adlinktech.com\/jp\/wp-json\/wp\/v2\/media\/1153"}],"wp:attachment":[{"href":"https:\/\/blog.adlinktech.com\/jp\/wp-json\/wp\/v2\/media?parent=1145"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.adlinktech.com\/jp\/wp-json\/wp\/v2\/categories?post=1145"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.adlinktech.com\/jp\/wp-json\/wp\/v2\/tags?post=1145"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}