{"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\/kr\/2021\/04\/13\/edge-ai-gtc21-nvidia-deepstream-sdk-and-tlt\/","title":{"rendered":"#GTC21\uc758 Edge AI : NVIDIA DeepStream SDK \ubc0f TLT"},"content":{"rendered":"

GPU\ub97c \ub450\ub824\uc6cc\ud558\uc9c0 \ub9c8\uc2ed\uc2dc\uc624. <\/strong>\uc5d0\uc774\ub514 \ub9c1\ud06c\uc640 \uc5d4\ube44\ub514\uc544\uac00 \ub3c4\uc640 \ub4dc\ub9ac\uaca0\uc2b5\ub2c8\ub2e4! <\/strong> <\/h2>\n\n\n\n

\uc2dc\uc2a4\ud15c\uc758 \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud558\ub294 \uac83\uc740 \ub300\ubd80\ubd84\uc758 \uac1c\ubc1c\uc790\uc5d0\uac8c \uc77c\ubc18\uc801\uc778 \ubaa9\ud45c\uc785\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc5b4\ub5a4 \uacbd\uc6b0\uc5d0\ub294 \uc0c8\ub85c\uc6b4 GPU\ub97c \uc911\uc2ec\uc73c\ub85c \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud574\uc57c\ud558\ub294 \uacfc\uc81c\uc5d0 \uc9c1\uba74\ud569\ub2c8\ub2e4. NVIDIA<\/a>. \uc791\uc5c5\uc744 \ucc98\uc74c \ubcfc \ub54c\ub294 \uc5b4\ub835\uac8c \ubcf4\uc77c \uc218 \uc788\uc9c0\ub9cc \uc2ec\uce35 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc6b0\ub824 \uc0ac\ud56d\uc744 \uc644\ud654 \ud560 \uc218\uc788\ub294 \uc0c1\ub2f9\ud55c \uc591\uc758 \uc815\ubcf4\uac00 \uc788\uc74c\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n

\uc124\uacc4 \ubb38\uc81c\ub97c \uc644\ud654\ud558\ub294 \uccab \ubc88\uc9f8 \ub2e8\uacc4\ub294 \uc77c\ubc18\uc801\uc73c\ub85c GPU \uacf5\uae09 \uc5c5\uccb4\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ub9ce\uc740 \ub3c4\uad6c \uc911 \ud558\ub098 \uc778 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud0a4\ud2b8 (SDK)\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc694\uad6c \uc0ac\ud56d\uc5d0 SDK\uc5d0 \ud3ec\ud568\ub418\uc9c0 \uc54a\uc740 \uae30\ub2a5\uc774 \ud3ec\ud568 \ub41c \uacbd\uc6b0 \uc5b4\ub5bb\uac8c\ud569\ub2c8\uae4c? \uc608\ub97c \ub4e4\uc5b4, \ud558\ub4dc\uc6e8\uc5b4 \uc124\uacc4\uc758 \uc778\uacf5 \uc9c0\ub2a5 (AI) \uce21\uba74\uc744 \uc9c0\uc6d0\ud558\ub294 \uac83\uc740 \ucda9\ubd84\ud55c \uc815\ubcf4\ub97c \uc0ac\uc6a9\ud560 \uc218\uc788\ub294 NVIDIA\uc758 \uc870\ud0c0\uc2e4 \ub0b4\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ud2b9\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ub9de\uac8c \ud558\ub4dc\uc6e8\uc5b4\ub97c \uc870\uc815\ud574\uc57c\ud558\ub294 \uacbd\uc6b0 \uc5b4\ub5bb\uac8c\ub429\ub2c8\uae4c?  <\/p>\n\n\n\n

\uc608\ub97c \ub4e4\uc5b4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\ub294 \uacf5\ud56d\uc774\ub098 \uae30\ucc28\uc5ed \ub0b4 \uc774\ubbf8\uc9c0 \uac10\uc9c0\ub97c \uc704\ud574 AI \ud50c\ub7ab\ud3fc\uc5d0 \ubaa8\ub450 \uacf5\uae09\ub418\ub294 \ub9ce\uc740 \uc218\uc758 \uce74\uba54\ub77c\uc5d0 \uc5f0\uacb0\ub41c \uc2dc\uc2a4\ud15c\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc5ec\ub7ec \ub300\uc758 \uce74\uba54\ub77c\uac00 \uc5f0\uacb0\ub41c \uacbd\uc6b0 \ube60\ub978 \ucc98\ub9ac\uac00 \ud544\uc694\ud55c \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\uac00 \uc788\uc73c\uba70 \uac01 \uce74\uba54\ub77c \uc790\uccb4\ub294 \uc7a0 \uac00\uc57c\ud558\ub294 \uc7a0\uc7ac\uc801 \uc778 \ucde8\uc57d\uc131 (\ubcf4\uc548) \uc9c0\uc810\uc785\ub2c8\ub2e4. <\/p>\n\n\n\n

\ucd5c\uc885 \ubaa9\ud45c \ud30c\uc545<\/strong> <\/h2>\n\n\n\n

\uadf8\ub798\uc11c \ub2f9\uc2e0\uc740 \ubb34\uc5c7\uc744\ud569\ub2c8\uae4c? \ucd5c\uc885 \ubaa9\ud45c\uc5d0 \uc9d1\uc911\ud558\uc2ed\uc2dc\uc624. \ub2f9\uc5f0\ud55c \uac83 \uac19\uc9c0\ub9cc \uadf8 \uacfc\uc815\uc5d0\uc11c \uc774\uac83\uc774 \uc783\uc5b4\ubc84\ub9b0 \ub9ce\uc740 \uace0\uac1d\uacfc \ud568\uaed8 \uc77c\ud588\uc2b5\ub2c8\ub2e4. \uc9c8\ubb38\ud574\uc57c \ud560 \ud575\uc2ec \uc9c8\ubb38\uc740 "\uc6d0\ud558\ub294 \uacb0\uacfc\ub294 \ubb34\uc5c7\uc785\ub2c8\uae4c?"\uc785\ub2c8\ub2e4. \ub610\ub294 "\uacb0\uacfc\uc801\uc73c\ub85c \uc6d0\ud558\ub294 \uc791\uc5c5\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?" \uadf8\ub9ac\uace0 \uacc4\uc18d\ud574\uc11c \ub2e4\uc2dc \ubc29\ubb38\ud558\uc2ed\uc2dc\uc624. \uc774 \uc9c8\ubb38\uc5d0 \ub300\ud55c \ub2f5\uc744 \uc5bb\uc73c\uba74 \uc124\uacc4\uc5d0\uc11c \uac70\uafb8\ub85c \uc791\uc5c5\ud558\uc5ec \uc6d0\ud558\ub294 \ud2b9\uc815 \uacb0\uacfc \ub610\ub294 \uc870\uce58\ub97c \uac00\uc838\uc62c \ub370\uc774\ud130\ub97c \uc0dd\uc131 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc9c8\ubb38\uc5d0 \ub300\ud55c \uc77c\uad00\ub41c \ub2f5\ubcc0\uc774\ub098 \uc7ac\uac80\ud1a0 \uc5c6\uc774\ub294 \ub098\uc911\uc5d0 \uc7ac \uc124\uacc4 \ud560 \uc704\ud5d8\uc774 \uc788\uc73c\uba70 \uc774\ub294 \ucd94\uac00 \ub178\ub825\uacfc \ube44\uc6a9\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.  <\/p>\n\n\n\n

\ub530\ub77c\uc11c \uc608\ub97c \ub4e4\uc5b4 \ubb3c\uccb4 \uac10\uc9c0\ub97c \uc218\ud589\ud558\uace0 \uc2f6\uace0 \ucd5c\uc885 \ubaa9\ud45c\uac00 \ubb34\uc5b8\uac00\uac00 \ubd80\uc801\uc808\ud558\uac8c \ubc30\uce58\ub418\uc5c8\uc744 \ub54c \uc9c1\uc6d0\uc5d0\uac8c \uacbd\uace0\ud558\ub294 \uac83\uc774\ub77c\uba74,\uc774\ub97c\uc704\ud55c \ud6a8\uc728\uc801\uc778 \ubc29\ubc95\uc740 \uba38\uc2e0 \ube44\uc804\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad00\ub9ac\uc790\uc5d0\uac8c \uacbd\uace0\ud558\ub294 \uac83\ubcf4\ub2e4 \ubaa8\ub2c8\ud130\ub97c \ube44\ub514\uc624 \ub8f8\uc5d0 \ubc00\uc5b4 \ub123\ub294 \uac83\uc785\ub2c8\ub2e4. \ubcf4\uc548 \ud300\uc774 \uc218\ub3d9\uc73c\ub85c \uac10\uc2dc\ub429\ub2c8\ub2e4.  <\/p>\n\n\n\n

\uc5d0\uc774\ub514 \ub9c1\ud06c\uc5d0\uc11c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc774\ub7ec\ud55c \uc720\ud615\uc758 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \ucea1\ucc98 \ud504\ub85c\uc138\uc2a4\ub97c \ucc98\ub9ac\ud569\ub2c8\ub2e4. NVIDIA\uc758 DeepStream SDK<\/a>. DeepStream SDK\ub294 \ube44\ub514\uc624\ub97c \uac00\uc838 \uc640\uc11c \ub525 \ub7ec\ub2dd\uc5d0 \ud544\uc694\ud55c \ub370\uc774\ud130 \uc218\uc9d1\uc744 \uc9c0\uc6d0\ud558\ub294 \ub514\uc2a4\ud06c\uc5d0 \uc4f8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n

NVIDIA\uc758 \uc804\uc774 \ud559\uc2b5 \ud234\ud0b7<\/a>. \uc774 \ud234\ud0b7\uc744 \uc0ac\uc6a9\ud558\uba74 \ucc98\uc74c\ubd80\ud130 \uc2dc\uc791\ud560 \ub54c\ubcf4 \ub2e4 \ud6e8\uc52c \ube60\ub974\uac8c \ubc30\ud3ec \uac00\ub2a5\ud55c \ud504\ub85c\uc138\uc2a4\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8 \uacb0\uacfc \ub354 \ub192\uc740 \ud22c\uc790 \uc218\uc775\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.  <\/p>\n\n\n\n

\uac1c\ubc1c\uc790\ub97c \ub3d5\uae30 \uc704\ud574 \ucd5c\uc801\ud654 \ub41c \ub3c4\uba54\uc778 \ubcc4 \ubaa8\ub378\ub85c \uc2dc\uc791\uc810\uc744 \ub9cc\ub4dc\ub294 \uc77c\ub828\uc758 \uc0ac\uc6a9 \uc0ac\ub840\ub97c \ucef4\ud30c\uc77c\ud588\uc2b5\ub2c8\ub2e4. \uacbd\uc6b0\uc5d0 \ub530\ub77c \ubaa8\ub378\uc740 \uacf5\uacf5 \uc548\uc804 \ubc0f \uc2a4\ub9c8\ud2b8 \uc2dc\ud2f0\ub97c \ud3ec\ud568\ud558\ub294 NVIDIA\uc5d0\uc11c \uc81c\uacf5\ub429\ub2c8\ub2e4. \ubaa8\ub378\uc744 \uc27d\uac8c \uc0ac\uc6a9\ud560 \uc218\uc5c6\ub294 \uacbd\uc6b0 \uac1c\ubc1c\uc790\ub294 \uc0ac\uc6a9 \uc0ac\ub840\uc640 \uc720\uc0ac\ud55c \uae30\uc874 \ubaa8\ub378\ub85c \uc2dc\uc791\ud558\uc5ec \ud544\uc694\uc5d0 \ub530\ub77c \ubcc0\uacbd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n

\ud2b9\uc815 \uc791\uc5c5 \ub610\ub294 \uacb0\uacfc\ub97c \ub2ec\uc131\ud558\uae30 \uc704\ud574 \uad6c\uc870\ud654\ub418\uc9c0 \uc54a\uc740 \ub370\uc774\ud130\ub294 DeepStream\uacfc \uac19\uc740 \ucc98\ub9ac \ubaa8\ub378\uc744 \ud1b5\ud574 \ud544\ud130\ub9c1\ub418\uba70, \uc774\ub294 \ucc28\ub840\ub85c \ub354 \uad6c\uc870\ud654 \ub41c \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \ub098\uc911\uc5d0 \ubcf4\uc548 \ub41c \uc815\ubcf4\ub294 \uae30\ub2a5\uc744 \uc218\ud589\ud558\uae30 \uc704\ud574 \ub2e4\ub978 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc73c\ub85c \uc774\ub3d9\ud569\ub2c8\ub2e4. <\/p>\n\n\n\n

\uc774\uac83\uc740 \uc758\ub3c4\uc801 \uc778 \ud2f0\uc800\uc600\uc2b5\ub2c8\ub2e4. #GTC21\uc5d0\uc11c \uc628 \ub514\ub9e8\ub4dc \uc138\uc158\uc5d0 \ucc38\uc5ec\ud558\uc5ec \ub354 \ub9ce\uc740 \uac83\uc744 \uc5bb\uc73c\uc138\uc694! NVIDIA\uc758 DeepStream SDK\uc640 Transfer Learning Tooklit\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0 \ub4f1\ub85d<\/a>.  <\/p>\n\n\n\n

\"\uc800\uc790<\/figure>
\uc800\uc790 : Toby McClean<\/span>

VP IoT \ubc0f \ud601\uc2e0, \uc5d0\uc774\ub514 \ub9c1\ud06c \uae30\uc220<\/p>\n

LInkedIn<\/a><\/div>\n<\/div><\/div>\n\n\n\n

<\/p>","protected":false},"excerpt":{"rendered":"

Don\u2019t Fear the GPU. ADLINK and NVIDIA are here to help you!   Maximizing the operational efficiency of a system is a normal goal for most developers. However, in some instances, we face the task of developing these systems around newer GPUs, like those offered by NVIDIA. While the task might look daunting the first time you look at it, a deeper dive reveals that […]<\/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\/kr\/wp-json\/wp\/v2\/posts\/1145","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.adlinktech.com\/kr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.adlinktech.com\/kr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.adlinktech.com\/kr\/wp-json\/wp\/v2\/users\/188103281"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.adlinktech.com\/kr\/wp-json\/wp\/v2\/comments?post=1145"}],"version-history":[{"count":6,"href":"https:\/\/blog.adlinktech.com\/kr\/wp-json\/wp\/v2\/posts\/1145\/revisions"}],"predecessor-version":[{"id":1156,"href":"https:\/\/blog.adlinktech.com\/kr\/wp-json\/wp\/v2\/posts\/1145\/revisions\/1156"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.adlinktech.com\/kr\/wp-json\/wp\/v2\/media\/1153"}],"wp:attachment":[{"href":"https:\/\/blog.adlinktech.com\/kr\/wp-json\/wp\/v2\/media?parent=1145"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.adlinktech.com\/kr\/wp-json\/wp\/v2\/categories?post=1145"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.adlinktech.com\/kr\/wp-json\/wp\/v2\/tags?post=1145"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}