{"action":"created","issue":{"url":"https://api.github.com/repos/rbgirshick/py-faster-rcnn/issues/9","labels_url":"https://api.github.com/repos/rbgirshick/py-faster-rcnn/issues/9/labels{/name}","comments_url":"https://api.github.com/repos/rbgirshick/py-faster-rcnn/issues/9/comments","events_url":"https://api.github.com/repos/rbgirshick/py-faster-rcnn/issues/9/events","html_url":"https://github.com/rbgirshick/py-faster-rcnn/issues/9","id":114479133,"number":9,"title":"Training of py-faster-rcnn on ImageNet","user":{"login":"Jianchao-ICT","id":10057790,"avatar_url":"https://avatars.githubusercontent.com/u/10057790?v=3","gravatar_id":"","url":"https://api.github.com/users/Jianchao-ICT","html_url":"https://github.com/Jianchao-ICT","followers_url":"https://api.github.com/users/Jianchao-ICT/followers","following_url":"https://api.github.com/users/Jianchao-ICT/following{/other_user}","gists_url":"https://api.github.com/users/Jianchao-ICT/gists{/gist_id}","starred_url":"https://api.github.com/users/Jianchao-ICT/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/Jianchao-ICT/subscriptions","organizations_url":"https://api.github.com/users/Jianchao-ICT/orgs","repos_url":"https://api.github.com/users/Jianchao-ICT/repos","events_url":"https://api.github.com/users/Jianchao-ICT/events{/privacy}","received_events_url":"https://api.github.com/users/Jianchao-ICT/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":27,"created_at":"2015-11-01T16:34:24Z","updated_at":"2015-11-12T03:46:16Z","closed_at":null,"body":"I revised the codes in `lib/datasets` to train on the ImageNet detection data: I create an `ilsvrc.py` (like the `pascal_voc.py`) to account for the ImageNet data and modify the corresponding codes in `factory.py`. Then I run the experiment script `./experiments/scripts/faster_rcnn_alt_opt.sh` and everything seems to be correct at first, but then the training seems to get stuck with the following information never moving forward again...\r\n\r\n    Loading pretrained model weights from data/imagenet_models/ZF.v2.caffemodel\r\n    Solving...\r\n    I1101 15:18:12.302584 40312 solver.cpp:242] Iteration 0, loss = 1.10525\r\n    I1101 15:18:12.302647 40312 solver.cpp:258]     Train net output #0: rpn_cls_loss = 0.785905 (* 1 =     0.785905 loss)\r\n    I1101 15:18:12.302659 40312 solver.cpp:258]     Train net output #1: rpn_loss_bbox = 0.319344 (* 1 = 0.319344 loss)\r\n    I1101 15:18:12.302670 40312 solver.cpp:571] Iteration 0, lr = 0.001\r\n\r\nCould anyone give me some suggestions? Thanks!"},"comment":{"url":"https://api.github.com/repos/rbgirshick/py-faster-rcnn/issues/comments/155988074","html_url":"https://github.com/rbgirshick/py-faster-rcnn/issues/9#issuecomment-155988074","issue_url":"https://api.github.com/repos/rbgirshick/py-faster-rcnn/issues/9","id":155988074,"user":{"login":"n3011","id":3139632,"avatar_url":"https://avatars.githubusercontent.com/u/3139632?v=3","gravatar_id":"","url":"https://api.github.com/users/n3011","html_url":"https://github.com/n3011","followers_url":"https://api.github.com/users/n3011/followers","following_url":"https://api.github.com/users/n3011/following{/other_user}","gists_url":"https://api.github.com/users/n3011/gists{/gist_id}","starred_url":"https://api.github.com/users/n3011/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/n3011/subscriptions","organizations_url":"https://api.github.com/users/n3011/orgs","repos_url":"https://api.github.com/users/n3011/repos","events_url":"https://api.github.com/users/n3011/events{/privacy}","received_events_url":"https://api.github.com/users/n3011/received_events","type":"User","site_admin":false},"created_at":"2015-11-12T03:46:16Z","updated_at":"2015-11-12T03:46:16Z","body":"@Jianchao-ICT could you please share your ilsrvc.py file for training. "}}