{"action":"created","issue":{"url":"https://api.github.com/repos/casperkaae/parmesan/issues/17","labels_url":"https://api.github.com/repos/casperkaae/parmesan/issues/17/labels{/name}","comments_url":"https://api.github.com/repos/casperkaae/parmesan/issues/17/comments","events_url":"https://api.github.com/repos/casperkaae/parmesan/issues/17/events","html_url":"https://github.com/casperkaae/parmesan/pull/17","id":112186205,"number":17,"title":"Cleaned up examples a little","user":{"login":"wuaalb","id":8669162,"avatar_url":"https://avatars.githubusercontent.com/u/8669162?v=3","gravatar_id":"","url":"https://api.github.com/users/wuaalb","html_url":"https://github.com/wuaalb","followers_url":"https://api.github.com/users/wuaalb/followers","following_url":"https://api.github.com/users/wuaalb/following{/other_user}","gists_url":"https://api.github.com/users/wuaalb/gists{/gist_id}","starred_url":"https://api.github.com/users/wuaalb/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/wuaalb/subscriptions","organizations_url":"https://api.github.com/users/wuaalb/orgs","repos_url":"https://api.github.com/users/wuaalb/repos","events_url":"https://api.github.com/users/wuaalb/events{/privacy}","received_events_url":"https://api.github.com/users/wuaalb/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":6,"created_at":"2015-10-19T16:46:41Z","updated_at":"2015-10-27T15:02:29Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/casperkaae/parmesan/pulls/17","html_url":"https://github.com/casperkaae/parmesan/pull/17","diff_url":"https://github.com/casperkaae/parmesan/pull/17.diff","patch_url":"https://github.com/casperkaae/parmesan/pull/17.patch"},"body":"Fixes a number of small issues with the examples\r\n- Inconsistent output folders across different examples\r\n- Some help strings for `argparse` were not very helpful\r\n- Some options (like number of training epochs) were not settable through command\r\nline\r\n- In the `mnist_ladder` example, default value for command line argument `-initval` was\r\n`'relu'` while it should be a numeric value which depends on `-init`\r\n(changed to `'None'` meaning Lasagne default)\r\n- Some comments regarding tensor sizes were incorrect or inconsistent\r\n- Reduced batch size when estimating test log likelihood using 5k point\r\nimportance sampling, to reduce memory requirements on smaller GPUs (e.g.\r\n5000 (iw_samples) x 1 (eq_samples) x 50 (batch_size) x 784 (num_features) x 4 bytes is\r\napprox. 748 MB)\r\n- Actual number of epochs trained would be one less than specified in\r\nsome examples\r\n- Added input shuffling for `vae_vanilla` training like other examples\r\n- Some minor clean ups"},"comment":{"url":"https://api.github.com/repos/casperkaae/parmesan/issues/comments/151531403","html_url":"https://github.com/casperkaae/parmesan/pull/17#issuecomment-151531403","issue_url":"https://api.github.com/repos/casperkaae/parmesan/issues/17","id":151531403,"user":{"login":"wuaalb","id":8669162,"avatar_url":"https://avatars.githubusercontent.com/u/8669162?v=3","gravatar_id":"","url":"https://api.github.com/users/wuaalb","html_url":"https://github.com/wuaalb","followers_url":"https://api.github.com/users/wuaalb/followers","following_url":"https://api.github.com/users/wuaalb/following{/other_user}","gists_url":"https://api.github.com/users/wuaalb/gists{/gist_id}","starred_url":"https://api.github.com/users/wuaalb/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/wuaalb/subscriptions","organizations_url":"https://api.github.com/users/wuaalb/orgs","repos_url":"https://api.github.com/users/wuaalb/repos","events_url":"https://api.github.com/users/wuaalb/events{/privacy}","received_events_url":"https://api.github.com/users/wuaalb/received_events","type":"User","site_admin":false},"created_at":"2015-10-27T15:02:29Z","updated_at":"2015-10-27T15:02:29Z","body":"Re-re-rebased :)\r\n\r\nThe changes I made to the Ladder initializer cli argument handling fixes a different problem than the one you fixed. I rewrote and commented that part, so maybe it is clearer what it does now. I kept 'uniform' as an option.. wasn't sure if you removed it on purpose or not."}}