{"action":"created","issue":{"url":"https://api.github.com/repos/2017-fall-DL-training-program/ImageCaption/issues/18","repository_url":"https://api.github.com/repos/2017-fall-DL-training-program/ImageCaption","labels_url":"https://api.github.com/repos/2017-fall-DL-training-program/ImageCaption/issues/18/labels{/name}","comments_url":"https://api.github.com/repos/2017-fall-DL-training-program/ImageCaption/issues/18/comments","events_url":"https://api.github.com/repos/2017-fall-DL-training-program/ImageCaption/issues/18/events","html_url":"https://github.com/2017-fall-DL-training-program/ImageCaption/issues/18","id":274447867,"number":18,"title":"Best Model for Eval.py ","user":{"login":"mtkmark","id":33282781,"avatar_url":"https://avatars2.githubusercontent.com/u/33282781?v=4","gravatar_id":"","url":"https://api.github.com/users/mtkmark","html_url":"https://github.com/mtkmark","followers_url":"https://api.github.com/users/mtkmark/followers","following_url":"https://api.github.com/users/mtkmark/following{/other_user}","gists_url":"https://api.github.com/users/mtkmark/gists{/gist_id}","starred_url":"https://api.github.com/users/mtkmark/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/mtkmark/subscriptions","organizations_url":"https://api.github.com/users/mtkmark/orgs","repos_url":"https://api.github.com/users/mtkmark/repos","events_url":"https://api.github.com/users/mtkmark/events{/privacy}","received_events_url":"https://api.github.com/users/mtkmark/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2017-11-16T09:29:48Z","updated_at":"2017-11-16T14:26:32Z","closed_at":null,"author_association":"NONE","body":"We got several out-come after  training \r\n\r\n1. pkl files contains variable for each layers/matrix , so we got best value after training. I understand. \r\n2. for pth files, there are models description.  why do we have \"best\" models . is it just one models ? \r\n\r\nThanks\r\nMark \r\n\r\n-rw-rw-r-- 1 student38 student38    289623 Nov 16 01:19 infos_1-best.pkl\r\n-rw-rw-r-- 1 student38 student38 170494134 Nov 16 01:19 model-cnn-best.pth\r\n-rw-rw-r-- 1 student38 student38  78777561 Nov 16 01:19 model-best.pth\r\n-rw-rw-r-- 1 student38 student38    908614 Nov 16 01:19 histories_1.pkl\r\n-rw-rw-r-- 1 student38 student38    289623 Nov 16 01:19 infos_1.pkl\r\n-rw-rw-r-- 1 student38 student38 338273633 Nov 16 01:19 optimizer-cnn.pth\r\n-rw-rw-r-- 1 student38 student38 157522139 Nov 16 01:18 optimizer.pth\r\n-rw-rw-r-- 1 student38 student38 170494134 Nov 16 01:18 model-cnn.pth\r\n-rw-rw-r-- 1 student38 student38  78777561 Nov 16 01:18 model.pth\r\n\r\n\r\n"},"comment":{"url":"https://api.github.com/repos/2017-fall-DL-training-program/ImageCaption/issues/comments/344938068","html_url":"https://github.com/2017-fall-DL-training-program/ImageCaption/issues/18#issuecomment-344938068","issue_url":"https://api.github.com/repos/2017-fall-DL-training-program/ImageCaption/issues/18","id":344938068,"user":{"login":"connie980149","id":18661843,"avatar_url":"https://avatars0.githubusercontent.com/u/18661843?v=4","gravatar_id":"","url":"https://api.github.com/users/connie980149","html_url":"https://github.com/connie980149","followers_url":"https://api.github.com/users/connie980149/followers","following_url":"https://api.github.com/users/connie980149/following{/other_user}","gists_url":"https://api.github.com/users/connie980149/gists{/gist_id}","starred_url":"https://api.github.com/users/connie980149/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/connie980149/subscriptions","organizations_url":"https://api.github.com/users/connie980149/orgs","repos_url":"https://api.github.com/users/connie980149/repos","events_url":"https://api.github.com/users/connie980149/events{/privacy}","received_events_url":"https://api.github.com/users/connie980149/received_events","type":"User","site_admin":false},"created_at":"2017-11-16T14:26:32Z","updated_at":"2017-11-16T14:26:32Z","author_association":"CONTRIBUTOR","body":"pkl files only save the training information like iteration, epoch, best score...etc.\r\npth file is saving the parameters of models.\r\nThe parameters will be modified during training, the \"best\" model saves the weights when the validation score is the best. "}}
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