{"action":"created","issue":{"url":"https://api.github.com/repos/gkioxari/RstarCNN/issues/25","repository_url":"https://api.github.com/repos/gkioxari/RstarCNN","labels_url":"https://api.github.com/repos/gkioxari/RstarCNN/issues/25/labels{/name}","comments_url":"https://api.github.com/repos/gkioxari/RstarCNN/issues/25/comments","events_url":"https://api.github.com/repos/gkioxari/RstarCNN/issues/25/events","html_url":"https://github.com/gkioxari/RstarCNN/issues/25","id":181650604,"number":25,"title":"Check failed: error == cudaSuccess (2 vs. 0)  out of memory","user":{"login":"yiyun18","id":5742679,"avatar_url":"https://avatars1.githubusercontent.com/u/5742679?v=3","gravatar_id":"","url":"https://api.github.com/users/yiyun18","html_url":"https://github.com/yiyun18","followers_url":"https://api.github.com/users/yiyun18/followers","following_url":"https://api.github.com/users/yiyun18/following{/other_user}","gists_url":"https://api.github.com/users/yiyun18/gists{/gist_id}","starred_url":"https://api.github.com/users/yiyun18/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/yiyun18/subscriptions","organizations_url":"https://api.github.com/users/yiyun18/orgs","repos_url":"https://api.github.com/users/yiyun18/repos","events_url":"https://api.github.com/users/yiyun18/events{/privacy}","received_events_url":"https://api.github.com/users/yiyun18/received_events","type":"User","site_admin":false},"labels":[],"state":"closed","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":2,"created_at":"2016-10-07T11:55:47Z","updated_at":"2017-03-11T01:44:43Z","closed_at":"2016-10-08T00:26:12Z","body":"Hi,\n   I train a classifier with :\n`./tools/train_net.py --gpu 0 --solver models/VGG16_RstarCNN/solver.prototxt  --weights reference_models/VGG16.v2.caffemodel`\nand get an error.\n`F1007 19:40:40.235829 26752 syncedmem.cpp:66] Check failed: error == cudaSuccess (2 vs. 0)  out of memory\n*** Check failure stack trace: ***\nAborted (core dumped)\n`\nWhere can I modify the 'batch_size'?\n"},"comment":{"url":"https://api.github.com/repos/gkioxari/RstarCNN/issues/comments/285829965","html_url":"https://github.com/gkioxari/RstarCNN/issues/25#issuecomment-285829965","issue_url":"https://api.github.com/repos/gkioxari/RstarCNN/issues/25","id":285829965,"user":{"login":"cc786537662","id":14874596,"avatar_url":"https://avatars2.githubusercontent.com/u/14874596?v=3","gravatar_id":"","url":"https://api.github.com/users/cc786537662","html_url":"https://github.com/cc786537662","followers_url":"https://api.github.com/users/cc786537662/followers","following_url":"https://api.github.com/users/cc786537662/following{/other_user}","gists_url":"https://api.github.com/users/cc786537662/gists{/gist_id}","starred_url":"https://api.github.com/users/cc786537662/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/cc786537662/subscriptions","organizations_url":"https://api.github.com/users/cc786537662/orgs","repos_url":"https://api.github.com/users/cc786537662/repos","events_url":"https://api.github.com/users/cc786537662/events{/privacy}","received_events_url":"https://api.github.com/users/cc786537662/received_events","type":"User","site_admin":false},"created_at":"2017-03-11T01:44:42Z","updated_at":"2017-03-11T01:44:42Z","body":"I got the same question，and i use the same tyoe of GPU as the author，e.g.K40C，and i found that this program take almost 10G memory of the GPU which has in total 12G memory，and i worked fine when the GPU is total free ，but get the same error out of memory  when there are process on it，so you can find a GPU with enough memory。"}}
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