{"action":"created","issue":{"url":"https://api.github.com/repos/alexgkendall/SegNet-Tutorial/issues/26","repository_url":"https://api.github.com/repos/alexgkendall/SegNet-Tutorial","labels_url":"https://api.github.com/repos/alexgkendall/SegNet-Tutorial/issues/26/labels{/name}","comments_url":"https://api.github.com/repos/alexgkendall/SegNet-Tutorial/issues/26/comments","events_url":"https://api.github.com/repos/alexgkendall/SegNet-Tutorial/issues/26/events","html_url":"https://github.com/alexgkendall/SegNet-Tutorial/issues/26","id":139424005,"number":26,"title":"Out of memory","user":{"login":"rshanor","id":2287880,"avatar_url":"https://avatars.githubusercontent.com/u/2287880?v=3","gravatar_id":"","url":"https://api.github.com/users/rshanor","html_url":"https://github.com/rshanor","followers_url":"https://api.github.com/users/rshanor/followers","following_url":"https://api.github.com/users/rshanor/following{/other_user}","gists_url":"https://api.github.com/users/rshanor/gists{/gist_id}","starred_url":"https://api.github.com/users/rshanor/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/rshanor/subscriptions","organizations_url":"https://api.github.com/users/rshanor/orgs","repos_url":"https://api.github.com/users/rshanor/repos","events_url":"https://api.github.com/users/rshanor/events{/privacy}","received_events_url":"https://api.github.com/users/rshanor/received_events","type":"User","site_admin":false},"labels":[],"state":"closed","locked":false,"assignee":null,"milestone":null,"comments":2,"created_at":"2016-03-08T23:22:17Z","updated_at":"2016-03-15T15:33:33Z","closed_at":"2016-03-15T15:33:12Z","body":"Hi, \r\n\r\nI am trying to work my way through the SegNet tutorial. During the training step, I right away get the error 'error == cudaSuccess (2 vs. 0)  out of memory'. I am trying to train on my 4GB GTX980. I am have tried both SegNet and SegNet basic, with batch size as small as just 1. Is there anything else that may be causing this error? Or is my graphics card just insufficient.\r\n\r\nThanks,\r\nRick"},"comment":{"url":"https://api.github.com/repos/alexgkendall/SegNet-Tutorial/issues/comments/196880903","html_url":"https://github.com/alexgkendall/SegNet-Tutorial/issues/26#issuecomment-196880903","issue_url":"https://api.github.com/repos/alexgkendall/SegNet-Tutorial/issues/26","id":196880903,"user":{"login":"rshanor","id":2287880,"avatar_url":"https://avatars.githubusercontent.com/u/2287880?v=3","gravatar_id":"","url":"https://api.github.com/users/rshanor","html_url":"https://github.com/rshanor","followers_url":"https://api.github.com/users/rshanor/followers","following_url":"https://api.github.com/users/rshanor/following{/other_user}","gists_url":"https://api.github.com/users/rshanor/gists{/gist_id}","starred_url":"https://api.github.com/users/rshanor/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/rshanor/subscriptions","organizations_url":"https://api.github.com/users/rshanor/orgs","repos_url":"https://api.github.com/users/rshanor/repos","events_url":"https://api.github.com/users/rshanor/events{/privacy}","received_events_url":"https://api.github.com/users/rshanor/received_events","type":"User","site_admin":false},"created_at":"2016-03-15T15:33:33Z","updated_at":"2016-03-15T15:33:33Z","body":"I ended up having to downsample the images by half, and can now run with batch size 7. "}}