{"action":"closed","number":4651,"pull_request":{"url":"https://api.github.com/repos/tensorflow/models/pulls/4651","id":198188081,"node_id":"MDExOlB1bGxSZXF1ZXN0MTk4MTg4MDgx","html_url":"https://github.com/tensorflow/models/pull/4651","diff_url":"https://github.com/tensorflow/models/pull/4651.diff","patch_url":"https://github.com/tensorflow/models/pull/4651.patch","issue_url":"https://api.github.com/repos/tensorflow/models/issues/4651","number":4651,"state":"closed","locked":false,"title":"Add eval and parallel dataset","user":{"login":"yhliang2018","id":36285763,"node_id":"MDQ6VXNlcjM2Mjg1NzYz","avatar_url":"https://avatars1.githubusercontent.com/u/36285763?v=4","gravatar_id":"","url":"https://api.github.com/users/yhliang2018","html_url":"https://github.com/yhliang2018","followers_url":"https://api.github.com/users/yhliang2018/followers","following_url":"https://api.github.com/users/yhliang2018/following{/other_user}","gists_url":"https://api.github.com/users/yhliang2018/gists{/gist_id}","starred_url":"https://api.github.com/users/yhliang2018/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/yhliang2018/subscriptions","organizations_url":"https://api.github.com/users/yhliang2018/orgs","repos_url":"https://api.github.com/users/yhliang2018/repos","events_url":"https://api.github.com/users/yhliang2018/events{/privacy}","received_events_url":"https://api.github.com/users/yhliang2018/received_events","type":"User","site_admin":false},"body":"Hi All, \r\n\r\nWe add the model evaluation part (Haoliang works on it), and also apply multiprocessing to dataset in this PR. Let us know if you have any comments. Thank you!","created_at":"2018-06-29T00:37:47Z","updated_at":"2018-07-09T17:08:44Z","closed_at":"2018-07-09T17:08:44Z","merged_at":"2018-07-09T17:08:44Z","merge_commit_sha":"1635e56144ad4289faa7441f20c4b27a02e41dac","assignee":null,"assignees":[],"requested_reviewers":[{"login":"karmel","id":667809,"node_id":"MDQ6VXNlcjY2NzgwOQ==","avatar_url":"https://avatars1.githubusercontent.com/u/667809?v=4","gravatar_id":"","url":"https://api.github.com/users/karmel","html_url":"https://github.com/karmel","followers_url":"https://api.github.com/users/karmel/followers","following_url":"https://api.github.com/users/karmel/following{/other_user}","gists_url":"https://api.github.com/users/karmel/gists{/gist_id}","starred_url":"https://api.github.com/users/karmel/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/karmel/subscriptions","organizations_url":"https://api.github.com/users/karmel/orgs","repos_url":"https://api.github.com/users/karmel/repos","events_url":"https://api.github.com/users/karmel/events{/privacy}","received_events_url":"https://api.github.com/users/karmel/received_events","type":"User","site_admin":false}],"requested_teams":[],"labels":[{"id":337864321,"node_id":"MDU6TGFiZWwzMzc4NjQzMjE=","url":"https://api.github.com/repos/tensorflow/models/labels/cla:%20yes","name":"cla: yes","color":"009800","default":false}],"milestone":null,"commits_url":"https://api.github.com/repos/tensorflow/models/pulls/4651/commits","review_comments_url":"https://api.github.com/repos/tensorflow/models/pulls/4651/comments","review_comment_url":"https://api.github.com/repos/tensorflow/models/pulls/comments{/number}","comments_url":"https://api.github.com/repos/tensorflow/models/issues/4651/comments","statuses_url":"https://api.github.com/repos/tensorflow/models/statuses/a6b69bcce53a8dfb819a636fbed2d0658bcb5c1a","head":{"label":"tensorflow:feat/deep_speech_eval","ref":"feat/deep_speech_eval","sha":"a6b69bcce53a8dfb819a636fbed2d0658bcb5c1a","user":{"login":"tensorflow","id":15658638,"node_id":"MDEyOk9yZ2FuaXphdGlvbjE1NjU4NjM4","avatar_url":"https://avatars1.githubusercontent.com/u/15658638?v=4","gravatar_id":"","url":"https://api.github.com/users/tensorflow","html_url":"https://github.com/tensorflow","followers_url":"https://api.github.com/users/tensorflow/followers","following_url":"https://api.github.com/users/tensorflow/following{/other_user}","gists_url":"https://api.github.com/users/tensorflow/gists{/gist_id}","starred_url":"https://api.github.com/users/tensorflow/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/tensorflow/subscriptions","organizations_url":"https://api.github.com/users/tensorflow/orgs","repos_url":"https://api.github.com/users/tensorflow/repos","events_url":"https://api.github.com/users/tensorflow/events{/privacy}","received_events_url":"https://api.github.com/users/tensorflow/received_events","type":"Organization","site_admin":false},"repo":{"id":51117837,"node_id":"MDEwOlJlcG9zaXRvcnk1MTExNzgzNw==","name":"models","full_name":"tensorflow/models","owner":{"login":"tensorflow","id":15658638,"node_id":"MDEyOk9yZ2FuaXphdGlvbjE1NjU4NjM4","avatar_url":"https://avatars1.githubusercontent.com/u/15658638?v=4","gravatar_id":"","url":"https://api.github.com/users/tensorflow","html_url":"https://github.com/tensorflow","followers_url":"https://api.github.com/users/tensorflow/followers","following_url":"https://api.github.com/users/tensorflow/following{/other_user}","gists_url":"https://api.github.com/users/tensorflow/gists{/gist_id}","starred_url":"https://api.github.com/users/tensorflow/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/tensorflow/subscriptions","organizations_url":"https://api.github.com/users/tensorflow/orgs","repos_url":"https://api.github.com/users/tensorflow/repos","events_url":"https://api.github.com/users/tensorflow/events{/privacy}","received_events_url":"https://api.github.com/users/tensorflow/received_events","type":"Organization","site_admin":false},"private":false,"html_url":"https://github.com/tensorflow/models","description":"Models and examples built with TensorFlow","fork":false,"url":"https://api.github.com/repos/tensorflow/models","forks_url":"https://api.github.com/repos/tensorflow/models/forks","keys_url":"https://api.github.com/repos/tensorflow/models/keys{/key_id}","collaborators_url":"https://api.github.com/repos/tensorflow/models/collaborators{/collaborator}","teams_url":"https://api.github.com/repos/tensorflow/models/teams","hooks_url":"https://api.github.com/repos/tensorflow/models/hooks","issue_events_url":"https://api.github.com/repos/tensorflow/models/issues/events{/number}","events_url":"https://api.github.com/repos/tensorflow/models/events","assignees_url":"https://api.github.com/repos/tensorflow/models/assignees{/user}","branches_url":"https://api.github.com/repos/tensorflow/models/branches{/branch}","tags_url":"https://api.github.com/repos/tensorflow/models/tags","blobs_url":"https://api.github.com/repos/tensorflow/models/git/blobs{/sha}","git_tags_url":"https://api.github.com/repos/tensorflow/models/git/tags{/sha}","git_refs_url":"https://api.github.com/repos/tensorflow/models/git/refs{/sha}","trees_url":"https://api.github.com/repos/tensorflow/models/git/trees{/sha}","statuses_url":"https://api.github.com/repos/tensorflow/models/statuses/{sha}","languages_url":"https://api.github.com/repos/tensorflow/models/languages","stargazers_url":"https://api.github.com/repos/tensorflow/models/stargazers","contributors_url":"https://api.github.com/repos/tensorflow/models/contributors","subscribers_url":"https://api.github.com/repos/tensorflow/models/subscribers","subscription_url":"https://api.github.com/repos/tensorflow/models/subscription","commits_url":"https://api.github.com/repos/tensorflow/models/commits{/sha}","git_commits_url":"https://api.github.com/repos/tensorflow/models/git/commits{/sha}","comments_url":"https://api.github.com/repos/tensorflow/models/comments{/number}","issue_comment_url":"https://api.github.com/repos/tensorflow/models/issues/comments{/number}","contents_url":"https://api.github.com/repos/tensorflow/models/contents/{+path}","compare_url":"https://api.github.com/repos/tensorflow/models/compare/{base}...{head}","merges_url":"https://api.github.com/repos/tensorflow/models/merges","archive_url":"https://api.github.com/repos/tensorflow/models/{archive_format}{/ref}","downloads_url":"https://api.github.com/repos/tensorflow/models/downloads","issues_url":"https://api.github.com/repos/tensorflow/models/issues{/number}","pulls_url":"https://api.github.com/repos/tensorflow/models/pulls{/number}","milestones_url":"https://api.github.com/repos/tensorflow/models/milestones{/number}","notifications_url":"https://api.github.com/repos/tensorflow/models/notifications{?since,all,participating}","labels_url":"https://api.github.com/repos/tensorflow/models/labels{/name}","releases_url":"https://api.github.com/repos/tensorflow/models/releases{/id}","deployments_url":"https://api.github.com/repos/tensorflow/models/deployments","created_at":"2016-02-05T01:15:20Z","updated_at":"2018-07-09T16:47:49Z","pushed_at":"2018-07-09T17:08:44Z","git_url":"git://github.com/tensorflow/models.git","ssh_url":"git@github.com:tensorflow/models.git","clone_url":"https://github.com/tensorflow/models.git","svn_url":"https://github.com/tensorflow/models","homepage":"","size":482200,"stargazers_count":38001,"watchers_count":38001,"language":"Python","has_issues":true,"has_projects":true,"has_downloads":true,"has_wiki":true,"has_pages":false,"forks_count":22269,"mirror_url":null,"archived":false,"open_issues_count":1069,"license":{"key":"apache-2.0","name":"Apache License 2.0","spdx_id":"Apache-2.0","url":"https://api.github.com/licenses/apache-2.0","node_id":"MDc6TGljZW5zZTI="},"forks":22269,"open_issues":1069,"watchers":38001,"default_branch":"master"}},"base":{"label":"tensorflow:master","ref":"master","sha":"2dc6b914b5ce8b98451b48c291ad26c8be3afdc4","user":{"login":"tensorflow","id":15658638,"node_id":"MDEyOk9yZ2FuaXphdGlvbjE1NjU4NjM4","avatar_url":"https://avatars1.githubusercontent.com/u/15658638?v=4","gravatar_id":"","url":"https://api.github.com/users/tensorflow","html_url":"https://github.com/tensorflow","followers_url":"https://api.github.com/users/tensorflow/followers","following_url":"https://api.github.com/users/tensorflow/following{/other_user}","gists_url":"https://api.github.com/users/tensorflow/gists{/gist_id}","starred_url":"https://api.github.com/users/tensorflow/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/tensorflow/subscriptions","organizations_url":"https://api.github.com/users/tensorflow/orgs","repos_url":"https://api.github.com/users/tensorflow/repos","events_url":"https://api.github.com/users/tensorflow/events{/privacy}","received_events_url":"https://api.github.com/users/tensorflow/received_events","type":"Organization","site_admin":false},"repo":{"id":51117837,"node_id":"MDEwOlJlcG9zaXRvcnk1MTExNzgzNw==","name":"models","full_name":"tensorflow/models","owner":{"login":"tensorflow","id":15658638,"node_id":"MDEyOk9yZ2FuaXphdGlvbjE1NjU4NjM4","avatar_url":"https://avatars1.githubusercontent.com/u/15658638?v=4","gravatar_id":"","url":"https://api.github.com/users/tensorflow","html_url":"https://github.com/tensorflow","followers_url":"https://api.github.com/users/tensorflow/followers","following_url":"https://api.github.com/users/tensorflow/following{/other_user}","gists_url":"https://api.github.com/users/tensorflow/gists{/gist_id}","starred_url":"https://api.github.com/users/tensorflow/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/tensorflow/subscriptions","organizations_url":"https://api.github.com/users/tensorflow/orgs","repos_url":"https://api.github.com/users/tensorflow/repos","events_url":"https://api.github.com/users/tensorflow/events{/privacy}","received_events_url":"https://api.github.com/users/tensorflow/received_events","type":"Organization","site_admin":false},"private":false,"html_url":"https://github.com/tensorflow/models","description":"Models and examples built with TensorFlow","fork":false,"url":"https://api.github.com/repos/tensorflow/models","forks_url":"https://api.github.com/repos/tensorflow/models/forks","keys_url":"https://api.github.com/repos/tensorflow/models/keys{/key_id}","collaborators_url":"https://api.github.com/repos/tensorflow/models/collaborators{/collaborator}","teams_url":"https://api.github.com/repos/tensorflow/models/teams","hooks_url":"https://api.github.com/repos/tensorflow/models/hooks","issue_events_url":"https://api.github.com/repos/tensorflow/models/issues/events{/number}","events_url":"https://api.github.com/repos/tensorflow/models/events","assignees_url":"https://api.github.com/repos/tensorflow/models/assignees{/user}","branches_url":"https://api.github.com/repos/tensorflow/models/branches{/branch}","tags_url":"https://api.github.com/repos/tensorflow/models/tags","blobs_url":"https://api.github.com/repos/tensorflow/models/git/blobs{/sha}","git_tags_url":"https://api.github.com/repos/tensorflow/models/git/tags{/sha}","git_refs_url":"https://api.github.com/repos/tensorflow/models/git/refs{/sha}","trees_url":"https://api.github.com/repos/tensorflow/models/git/trees{/sha}","statuses_url":"https://api.github.com/repos/tensorflow/models/statuses/{sha}","languages_url":"https://api.github.com/repos/tensorflow/models/languages","stargazers_url":"https://api.github.com/repos/tensorflow/models/stargazers","contributors_url":"https://api.github.com/repos/tensorflow/models/contributors","subscribers_url":"https://api.github.com/repos/tensorflow/models/subscribers","subscription_url":"https://api.github.com/repos/tensorflow/models/subscription","commits_url":"https://api.github.com/repos/tensorflow/models/commits{/sha}","git_commits_url":"https://api.github.com/repos/tensorflow/models/git/commits{/sha}","comments_url":"https://api.github.com/repos/tensorflow/models/comments{/number}","issue_comment_url":"https://api.github.com/repos/tensorflow/models/issues/comments{/number}","contents_url":"https://api.github.com/repos/tensorflow/models/contents/{+path}","compare_url":"https://api.github.com/repos/tensorflow/models/compare/{base}...{head}","merges_url":"https://api.github.com/repos/tensorflow/models/merges","archive_url":"https://api.github.com/repos/tensorflow/models/{archive_format}{/ref}","downloads_url":"https://api.github.com/repos/tensorflow/models/downloads","issues_url":"https://api.github.com/repos/tensorflow/models/issues{/number}","pulls_url":"https://api.github.com/repos/tensorflow/models/pulls{/number}","milestones_url":"https://api.github.com/repos/tensorflow/models/milestones{/number}","notifications_url":"https://api.github.com/repos/tensorflow/models/notifications{?since,all,participating}","labels_url":"https://api.github.com/repos/tensorflow/models/labels{/name}","releases_url":"https://api.github.com/repos/tensorflow/models/releases{/id}","deployments_url":"https://api.github.com/repos/tensorflow/models/deployments","created_at":"2016-02-05T01:15:20Z","updated_at":"2018-07-09T16:47:49Z","pushed_at":"2018-07-09T17:08:44Z","git_url":"git://github.com/tensorflow/models.git","ssh_url":"git@github.com:tensorflow/models.git","clone_url":"https://github.com/tensorflow/models.git","svn_url":"https://github.com/tensorflow/models","homepage":"","size":482200,"stargazers_count":38001,"watchers_count":38001,"language":"Python","has_issues":true,"has_projects":true,"has_downloads":true,"has_wiki":true,"has_pages":false,"forks_count":22269,"mirror_url":null,"archived":false,"open_issues_count":1069,"license":{"key":"apache-2.0","name":"Apache License 2.0","spdx_id":"Apache-2.0","url":"https://api.github.com/licenses/apache-2.0","node_id":"MDc6TGljZW5zZTI="},"forks":22269,"open_issues":1069,"watchers":38001,"default_branch":"master"}},"_links":{"self":{"href":"https://api.github.com/repos/tensorflow/models/pulls/4651"},"html":{"href":"https://github.com/tensorflow/models/pull/4651"},"issue":{"href":"https://api.github.com/repos/tensorflow/models/issues/4651"},"comments":{"href":"https://api.github.com/repos/tensorflow/models/issues/4651/comments"},"review_comments":{"href":"https://api.github.com/repos/tensorflow/models/pulls/4651/comments"},"review_comment":{"href":"https://api.github.com/repos/tensorflow/models/pulls/comments{/number}"},"commits":{"href":"https://api.github.com/repos/tensorflow/models/pulls/4651/commits"},"statuses":{"href":"https://api.github.com/repos/tensorflow/models/statuses/a6b69bcce53a8dfb819a636fbed2d0658bcb5c1a"}},"author_association":"CONTRIBUTOR","merged":true,"mergeable":null,"rebaseable":null,"mergeable_state":"unknown","merged_by":{"login":"yhliang2018","id":36285763,"node_id":"MDQ6VXNlcjM2Mjg1NzYz","avatar_url":"https://avatars1.githubusercontent.com/u/36285763?v=4","gravatar_id":"","url":"https://api.github.com/users/yhliang2018","html_url":"https://github.com/yhliang2018","followers_url":"https://api.github.com/users/yhliang2018/followers","following_url":"https://api.github.com/users/yhliang2018/following{/other_user}","gists_url":"https://api.github.com/users/yhliang2018/gists{/gist_id}","starred_url":"https://api.github.com/users/yhliang2018/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/yhliang2018/subscriptions","organizations_url":"https://api.github.com/users/yhliang2018/orgs","repos_url":"https://api.github.com/users/yhliang2018/repos","events_url":"https://api.github.com/users/yhliang2018/events{/privacy}","received_events_url":"https://api.github.com/users/yhliang2018/received_events","type":"User","site_admin":false},"comments":0,"review_comments":21,"maintainer_can_modify":false,"commits":1,"additions":411,"deletions":136,"changed_files":4}}
{"actor":{"display_login":"yhliang2018"}}