{"action":"opened","issue":{"url":"https://api.github.com/repos/sfzhang15/RefineDet/issues/123","repository_url":"https://api.github.com/repos/sfzhang15/RefineDet","labels_url":"https://api.github.com/repos/sfzhang15/RefineDet/issues/123/labels{/name}","comments_url":"https://api.github.com/repos/sfzhang15/RefineDet/issues/123/comments","events_url":"https://api.github.com/repos/sfzhang15/RefineDet/issues/123/events","html_url":"https://github.com/sfzhang15/RefineDet/issues/123","id":367647925,"node_id":"MDU6SXNzdWUzNjc2NDc5MjU=","number":123,"title":"Cannot achieve high inference speed","user":{"login":"pnfatnani","id":32381533,"node_id":"MDQ6VXNlcjMyMzgxNTMz","avatar_url":"https://avatars1.githubusercontent.com/u/32381533?v=4","gravatar_id":"","url":"https://api.github.com/users/pnfatnani","html_url":"https://github.com/pnfatnani","followers_url":"https://api.github.com/users/pnfatnani/followers","following_url":"https://api.github.com/users/pnfatnani/following{/other_user}","gists_url":"https://api.github.com/users/pnfatnani/gists{/gist_id}","starred_url":"https://api.github.com/users/pnfatnani/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/pnfatnani/subscriptions","organizations_url":"https://api.github.com/users/pnfatnani/orgs","repos_url":"https://api.github.com/users/pnfatnani/repos","events_url":"https://api.github.com/users/pnfatnani/events{/privacy}","received_events_url":"https://api.github.com/users/pnfatnani/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2018-10-08T06:00:53Z","updated_at":"2018-10-08T06:00:53Z","closed_at":null,"author_association":"NONE","body":"Hi, \r\nI tried training RefineDet512 using my custom dataset, but I can achieve only ~10 FPS on a GTX 1080Ti.\r\nWould it be possible for you to suggest any optimizations that can speed up the processing time.?\r\n\r\nBy the way, I have calculated inference time by placing the caffe.forward call (in test/refindet_demo.py) between the start_time = time.time() and end_time = time.time(). "}}
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