{"action":"created","issue":{"url":"https://api.github.com/repos/lisa-groundhog/GroundHog/issues/27","labels_url":"https://api.github.com/repos/lisa-groundhog/GroundHog/issues/27/labels{/name}","comments_url":"https://api.github.com/repos/lisa-groundhog/GroundHog/issues/27/comments","events_url":"https://api.github.com/repos/lisa-groundhog/GroundHog/issues/27/events","html_url":"https://github.com/lisa-groundhog/GroundHog/issues/27","id":60204707,"number":27,"title":"RAM issue for training large models","user":{"login":"DmitryKey","id":123553,"avatar_url":"https://avatars.githubusercontent.com/u/123553?v=3","gravatar_id":"","url":"https://api.github.com/users/DmitryKey","html_url":"https://github.com/DmitryKey","followers_url":"https://api.github.com/users/DmitryKey/followers","following_url":"https://api.github.com/users/DmitryKey/following{/other_user}","gists_url":"https://api.github.com/users/DmitryKey/gists{/gist_id}","starred_url":"https://api.github.com/users/DmitryKey/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/DmitryKey/subscriptions","organizations_url":"https://api.github.com/users/DmitryKey/orgs","repos_url":"https://api.github.com/users/DmitryKey/repos","events_url":"https://api.github.com/users/DmitryKey/events{/privacy}","received_events_url":"https://api.github.com/users/DmitryKey/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":7,"created_at":"2015-03-07T12:38:10Z","updated_at":"2015-03-08T13:08:59Z","closed_at":null,"body":"Hello!\r\n\r\nIt is quite affordable to train NMT model for a relatively small parallel corpus, order of 300k sentence pairs.\r\n\r\nWhen I tried to train a 1m+ model, I get memory issues on Linux and very slow iterations (up to an hour) on Mac. Is there some easy win to mitigate this problem on servers with up to 16 GB RAM? Could you share some technical details of models you have trained, including the used hardware?"},"comment":{"url":"https://api.github.com/repos/lisa-groundhog/GroundHog/issues/comments/77747942","html_url":"https://github.com/lisa-groundhog/GroundHog/issues/27#issuecomment-77747942","issue_url":"https://api.github.com/repos/lisa-groundhog/GroundHog/issues/27","id":77747942,"user":{"login":"DmitryKey","id":123553,"avatar_url":"https://avatars.githubusercontent.com/u/123553?v=3","gravatar_id":"","url":"https://api.github.com/users/DmitryKey","html_url":"https://github.com/DmitryKey","followers_url":"https://api.github.com/users/DmitryKey/followers","following_url":"https://api.github.com/users/DmitryKey/following{/other_user}","gists_url":"https://api.github.com/users/DmitryKey/gists{/gist_id}","starred_url":"https://api.github.com/users/DmitryKey/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/DmitryKey/subscriptions","organizations_url":"https://api.github.com/users/DmitryKey/orgs","repos_url":"https://api.github.com/users/DmitryKey/repos","events_url":"https://api.github.com/users/DmitryKey/events{/privacy}","received_events_url":"https://api.github.com/users/DmitryKey/received_events","type":"User","site_admin":false},"created_at":"2015-03-08T13:08:59Z","updated_at":"2015-03-08T13:08:59Z","body":"thanks @rizar I should take a look, though the code of this project is yet to familiarise with, so I might bug you guys a bit more later."}}