{"action":"opened","number":63,"pull_request":{"url":"https://api.github.com/repos/myelintek/web/pulls/63","id":219319368,"node_id":"MDExOlB1bGxSZXF1ZXN0MjE5MzE5MzY4","html_url":"https://github.com/myelintek/web/pull/63","diff_url":"https://github.com/myelintek/web/pull/63.diff","patch_url":"https://github.com/myelintek/web/pull/63.patch","issue_url":"https://api.github.com/repos/myelintek/web/issues/63","number":63,"state":"open","locked":false,"title":"Recomputing","user":{"login":"vis-lee","id":8651975,"node_id":"MDQ6VXNlcjg2NTE5NzU=","avatar_url":"https://avatars3.githubusercontent.com/u/8651975?v=4","gravatar_id":"","url":"https://api.github.com/users/vis-lee","html_url":"https://github.com/vis-lee","followers_url":"https://api.github.com/users/vis-lee/followers","following_url":"https://api.github.com/users/vis-lee/following{/other_user}","gists_url":"https://api.github.com/users/vis-lee/gists{/gist_id}","starred_url":"https://api.github.com/users/vis-lee/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/vis-lee/subscriptions","organizations_url":"https://api.github.com/users/vis-lee/orgs","repos_url":"https://api.github.com/users/vis-lee/repos","events_url":"https://api.github.com/users/vis-lee/events{/privacy}","received_events_url":"https://api.github.com/users/vis-lee/received_events","type":"User","site_admin":false},"body":"Hi Simon:\r\n\r\nalthough it still has a bug in multi-GPU condition, I think we can merge it first.\r\nThe main change is:\r\n1. add requirements of recomputing in requirements.txt\r\n2. integrate the recomputing module with FLAG: variable_update - cpu_recomputing and \r\n                                                                              memory_saving_method - recomputing\r\n3. add gradient-checkpointing from openai\r\n\r\nThanks","created_at":"2018-10-01T09:58:44Z","updated_at":"2018-10-01T09:58:44Z","closed_at":null,"merged_at":null,"merge_commit_sha":null,"assignee":null,"assignees":[],"requested_reviewers":[],"requested_teams":[],"labels":[],"milestone":null,"commits_url":"https://api.github.com/repos/myelintek/web/pulls/63/commits","review_comments_url":"https://api.github.com/repos/myelintek/web/pulls/63/comments","review_comment_url":"https://api.github.com/repos/myelintek/web/pulls/comments{/number}","comments_url":"https://api.github.com/repos/myelintek/web/issues/63/comments","statuses_url":"https://api.github.com/repos/myelintek/web/statuses/b797901c002d20cebed002618c5088ee23f6e659","head":{"label":"myelintek:recomputing","ref":"recomputing","sha":"b797901c002d20cebed002618c5088ee23f6e659","user":{"login":"myelintek","id":32405287,"node_id":"MDEyOk9yZ2FuaXphdGlvbjMyNDA1Mjg3","avatar_url":"https://avatars3.githubusercontent.com/u/32405287?v=4","gravatar_id":"","url":"https://api.github.com/users/myelintek","html_url":"https://github.com/myelintek","followers_url":"https://api.github.com/users/myelintek/followers","following_url":"https://api.github.com/users/myelintek/following{/other_user}","gists_url":"https://api.github.com/users/myelintek/gists{/gist_id}","starred_url":"https://api.github.com/users/myelintek/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/myelintek/subscriptions","organizations_url":"https://api.github.com/users/myelintek/orgs","repos_url":"https://api.github.com/users/myelintek/repos","events_url":"https://api.github.com/users/myelintek/events{/privacy}","received_events_url":"https://api.github.com/users/myelintek/received_events","type":"Organization","site_admin":false},"repo":{"id":120550296,"node_id":"MDEwOlJlcG9zaXRvcnkxMjA1NTAyOTY=","name":"web","full_name":"myelintek/web","private":false,"owner":{"login":"myelintek","id":32405287,"node_id":"MDEyOk9yZ2FuaXphdGlvbjMyNDA1Mjg3","avatar_url":"https://avatars3.githubusercontent.com/u/32405287?v=4","gravatar_id":"","url":"https://api.github.com/users/myelintek","html_url":"https://github.com/myelintek","followers_url":"https://api.github.com/users/myelintek/followers","following_url":"https://api.github.com/users/myelintek/following{/other_user}","gists_url":"https://api.github.com/users/myelintek/gists{/gist_id}","starred_url":"https://api.github.com/users/myelintek/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/myelintek/subscriptions","organizations_url":"https://api.github.com/users/myelintek/orgs","repos_url":"https://api.github.com/users/myelintek/repos","events_url":"https://api.github.com/users/myelintek/events{/privacy}","received_events_url":"https://api.github.com/users/myelintek/received_events","type":"Organization","site_admin":false},"html_url":"https://github.com/myelintek/web","description":null,"fork":false,"url":"https://api.github.com/repos/myelintek/web","forks_url":"https://api.github.com/repos/myelintek/web/forks","keys_url":"https://api.github.com/repos/myelintek/web/keys{/key_id}","collaborators_url":"https://api.github.com/repos/myelintek/web/collaborators{/collaborator}","teams_url":"https://api.github.com/repos/myelintek/web/teams","hooks_url":"https://api.github.com/repos/myelintek/web/hooks","issue_events_url":"https://api.github.com/repos/myelintek/web/issues/events{/number}","events_url":"https://api.github.com/repos/myelintek/web/events","assignees_url":"https://api.github.com/repos/myelintek/web/assignees{/user}","branches_url":"https://api.github.com/repos/myelintek/web/branches{/branch}","tags_url":"https://api.github.com/repos/myelintek/web/tags","blobs_url":"https://api.github.com/repos/myelintek/web/git/blobs{/sha}","git_tags_url":"https://api.github.com/repos/myelintek/web/git/tags{/sha}","git_refs_url":"https://api.github.com/repos/myelintek/web/git/refs{/sha}","trees_url":"https://api.github.com/repos/myelintek/web/git/trees{/sha}","statuses_url":"https://api.github.com/repos/myelintek/web/statuses/{sha}","languages_url":"https://api.github.com/repos/myelintek/web/languages","stargazers_url":"https://api.github.com/repos/myelintek/web/stargazers","contributors_url":"https://api.github.com/repos/myelintek/web/contributors","subscribers_url":"https://api.github.com/repos/myelintek/web/subscribers","subscription_url":"https://api.github.com/repos/myelintek/web/subscription","commits_url":"https://api.github.com/repos/myelintek/web/commits{/sha}","git_commits_url":"https://api.github.com/repos/myelintek/web/git/commits{/sha}","comments_url":"https://api.github.com/repos/myelintek/web/comments{/number}","issue_comment_url":"https://api.github.com/repos/myelintek/web/issues/comments{/number}","contents_url":"https://api.github.com/repos/myelintek/web/contents/{+path}","compare_url":"https://api.github.com/repos/myelintek/web/compare/{base}...{head}","merges_url":"https://api.github.com/repos/myelintek/web/merges","archive_url":"https://api.gi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