{"action":"created","issue":{"url":"https://api.github.com/repos/tensorflow/tensorflow/issues/18453","repository_url":"https://api.github.com/repos/tensorflow/tensorflow","labels_url":"https://api.github.com/repos/tensorflow/tensorflow/issues/18453/labels{/name}","comments_url":"https://api.github.com/repos/tensorflow/tensorflow/issues/18453/comments","events_url":"https://api.github.com/repos/tensorflow/tensorflow/issues/18453/events","html_url":"https://github.com/tensorflow/tensorflow/issues/18453","id":313624561,"node_id":"MDU6SXNzdWUzMTM2MjQ1NjE=","number":18453,"title":"Slim Train API doesn't provide control to user to extract loss and accuracy metrics","user":{"login":"deepak-2017","id":32203263,"node_id":"MDQ6VXNlcjMyMjAzMjYz","avatar_url":"https://avatars3.githubusercontent.com/u/32203263?v=4","gravatar_id":"","url":"https://api.github.com/users/deepak-2017","html_url":"https://github.com/deepak-2017","followers_url":"https://api.github.com/users/deepak-2017/followers","following_url":"https://api.github.com/users/deepak-2017/following{/other_user}","gists_url":"https://api.github.com/users/deepak-2017/gists{/gist_id}","starred_url":"https://api.github.com/users/deepak-2017/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/deepak-2017/subscriptions","organizations_url":"https://api.github.com/users/deepak-2017/orgs","repos_url":"https://api.github.com/users/deepak-2017/repos","events_url":"https://api.github.com/users/deepak-2017/events{/privacy}","received_events_url":"https://api.github.com/users/deepak-2017/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":{"login":"rohan100jain","id":144114,"node_id":"MDQ6VXNlcjE0NDExNA==","avatar_url":"https://avatars2.githubusercontent.com/u/144114?v=4","gravatar_id":"","url":"https://api.github.com/users/rohan100jain","html_url":"https://github.com/rohan100jain","followers_url":"https://api.github.com/users/rohan100jain/followers","following_url":"https://api.github.com/users/rohan100jain/following{/other_user}","gists_url":"https://api.github.com/users/rohan100jain/gists{/gist_id}","starred_url":"https://api.github.com/users/rohan100jain/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/rohan100jain/subscriptions","organizations_url":"https://api.github.com/users/rohan100jain/orgs","repos_url":"https://api.github.com/users/rohan100jain/repos","events_url":"https://api.github.com/users/rohan100jain/events{/privacy}","received_events_url":"https://api.github.com/users/rohan100jain/received_events","type":"User","site_admin":false},"assignees":[{"login":"rohan100jain","id":144114,"node_id":"MDQ6VXNlcjE0NDExNA==","avatar_url":"https://avatars2.githubusercontent.com/u/144114?v=4","gravatar_id":"","url":"https://api.github.com/users/rohan100jain","html_url":"https://github.com/rohan100jain","followers_url":"https://api.github.com/users/rohan100jain/followers","following_url":"https://api.github.com/users/rohan100jain/following{/other_user}","gists_url":"https://api.github.com/users/rohan100jain/gists{/gist_id}","starred_url":"https://api.github.com/users/rohan100jain/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/rohan100jain/subscriptions","organizations_url":"https://api.github.com/users/rohan100jain/orgs","repos_url":"https://api.github.com/users/rohan100jain/repos","events_url":"https://api.github.com/users/rohan100jain/events{/privacy}","received_events_url":"https://api.github.com/users/rohan100jain/received_events","type":"User","site_admin":false}],"milestone":null,"comments":9,"created_at":"2018-04-12T08:25:34Z","updated_at":"2018-07-31T19:02:16Z","closed_at":null,"author_association":"NONE","body":"I am referring to [train_image_classifier.py][1] script provided by Tensorflow for image classification.\r\n\r\nScript uses slim.learning.train API to kick off the training and then it takes care for everything internally.\r\nThough it logs the metrics i.e. loss/accuracy but that's all internal to slim. I doesn't provide handle to get periodic updates of loss/accuracy in my script while training is going on.\r\nMy requirement is to extract loss and accuracy metrics after every n number of epochs, i.e. 5 and dump that into database for later analysis.\r\n\r\nBut because of high level abstraction of slim train API, It seems there is now way to get periodic updates loss/accuracy info during the training.\r\n\r\n\r\nIs it possible to tap the training process and get the loss/accuracy values after every given number of steps/epochs ?\r\nIf it's possible, please share the pseudo code for that.\r\n\r\nIt will be really helpful for me. \r\n\r\nThanks.\r\n\r\n\r\n  [1]: https://github.com/tensorflow/models/blob/master/research/slim/train_image_classifier.py"},"comment":{"url":"https://api.github.com/repos/tensorflow/tensorflow/issues/comments/409332201","html_url":"https://github.com/tensorflow/tensorflow/issues/18453#issuecomment-409332201","issue_url":"https://api.github.com/repos/tensorflow/tensorflow/issues/18453","id":409332201,"node_id":"MDEyOklzc3VlQ29tbWVudDQwOTMzMjIwMQ==","user":{"login":"tensorflowbutler","id":28546240,"node_id":"MDQ6VXNlcjI4NTQ2MjQw","avatar_url":"https://avatars2.githubusercontent.com/u/28546240?v=4","gravatar_id":"","url":"https://api.github.com/users/tensorflowbutler","html_url":"https://github.com/tensorflowbutler","followers_url":"https://api.github.com/users/tensorflowbutler/followers","following_url":"https://api.github.com/users/tensorflowbutler/following{/other_user}","gists_url":"https://api.github.com/users/tensorflowbutler/gists{/gist_id}","starred_url":"https://api.github.com/users/tensorflowbutler/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/tensorflowbutler/subscriptions","organizations_url":"https://api.github.com/users/tensorflowbutler/orgs","repos_url":"https://api.github.com/users/tensorflowbutler/repos","events_url":"https://api.github.com/users/tensorflowbutler/events{/privacy}","received_events_url":"https://api.github.com/users/tensorflowbutler/received_events","type":"User","site_admin":false},"created_at":"2018-07-31T19:02:16Z","updated_at":"2018-07-31T19:02:16Z","author_association":"MEMBER","body":"Nagging Assignee @rohan100jain: It has been 106 days with no activity and this issue has an assignee. Please update the label and/or status accordingly."}}
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