{"action":"created","issue":{"url":"https://api.github.com/repos/caffe2/caffe2/issues/49","repository_url":"https://api.github.com/repos/caffe2/caffe2","labels_url":"https://api.github.com/repos/caffe2/caffe2/issues/49/labels{/name}","comments_url":"https://api.github.com/repos/caffe2/caffe2/issues/49/comments","events_url":"https://api.github.com/repos/caffe2/caffe2/issues/49/events","html_url":"https://github.com/caffe2/caffe2/pull/49","id":184524707,"number":49,"title":"Imagenet training scripts","user":{"login":"slayton58","id":4992598,"avatar_url":"https://avatars.githubusercontent.com/u/4992598?v=3","gravatar_id":"","url":"https://api.github.com/users/slayton58","html_url":"https://github.com/slayton58","followers_url":"https://api.github.com/users/slayton58/followers","following_url":"https://api.github.com/users/slayton58/following{/other_user}","gists_url":"https://api.github.com/users/slayton58/gists{/gist_id}","starred_url":"https://api.github.com/users/slayton58/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/slayton58/subscriptions","organizations_url":"https://api.github.com/users/slayton58/orgs","repos_url":"https://api.github.com/users/slayton58/repos","events_url":"https://api.github.com/users/slayton58/events{/privacy}","received_events_url":"https://api.github.com/users/slayton58/received_events","type":"User","site_admin":false},"labels":[{"id":501675200,"url":"https://api.github.com/repos/caffe2/caffe2/labels/CLA%20Signed","name":"CLA Signed","color":"ededed","default":false}],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":1,"created_at":"2016-10-21T16:14:48Z","updated_at":"2016-12-16T19:26:10Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/caffe2/caffe2/pulls/49","html_url":"https://github.com/caffe2/caffe2/pull/49","diff_url":"https://github.com/caffe2/caffe2/pull/49.diff","patch_url":"https://github.com/caffe2/caffe2/pull/49.patch"},"body":"Very initial version of training scripts for imagenet. Initial version based on a script from @Yangqing, and many thanks to @Yangqing for the time he spent talking to me in the process of writing these!\n\nNot necessarily intended to be merged as-is, I'd like to build from this PR into something more fully-featured.\n\nRequires the following PRs for full functionality (read: multi-GPU and BN-based networks)\n#45, #46, #47, #48\n\nCurrent features:\n- Multi-GPU execution via the `--gpus` command-line flag (i.e. `--gpus=2` runs on 2 GPUs, if left unspecified, Caffe2 will run on all available devices)\n- Networks supported:\n  - AlexNet\n  - AlexNet + BatchNorm\n  - VGG\n  - Googlenet\n  - ResNet{18,34,50,101,152}\n  - Inception_v3 (based on the MXNet definition, without factorized convolutions)\n  - I have an untested SqueezeNet v1.1 network around as well if there's interest.\n- Optimization with SGD\n- Train and test networks\n"},"comment":{"url":"https://api.github.com/repos/caffe2/caffe2/issues/comments/267675576","html_url":"https://github.com/caffe2/caffe2/pull/49#issuecomment-267675576","issue_url":"https://api.github.com/repos/caffe2/caffe2/issues/49","id":267675576,"user":{"login":"facebook-github-bot","id":6422482,"avatar_url":"https://avatars.githubusercontent.com/u/6422482?v=3","gravatar_id":"","url":"https://api.github.com/users/facebook-github-bot","html_url":"https://github.com/facebook-github-bot","followers_url":"https://api.github.com/users/facebook-github-bot/followers","following_url":"https://api.github.com/users/facebook-github-bot/following{/other_user}","gists_url":"https://api.github.com/users/facebook-github-bot/gists{/gist_id}","starred_url":"https://api.github.com/users/facebook-github-bot/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/facebook-github-bot/subscriptions","organizations_url":"https://api.github.com/users/facebook-github-bot/orgs","repos_url":"https://api.github.com/users/facebook-github-bot/repos","events_url":"https://api.github.com/users/facebook-github-bot/events{/privacy}","received_events_url":"https://api.github.com/users/facebook-github-bot/received_events","type":"User","site_admin":false},"created_at":"2016-12-16T19:26:10Z","updated_at":"2016-12-16T19:26:10Z","body":"@bwasti has imported this pull request.  If you are a Facebook employee, you can view this diff [on Phabricator](https://phabricator.intern.facebook.com/D4340674)."}}
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