{"action":"created","issue":{"url":"https://api.github.com/repos/glinscott/leela-chess/issues/435","repository_url":"https://api.github.com/repos/glinscott/leela-chess","labels_url":"https://api.github.com/repos/glinscott/leela-chess/issues/435/labels{/name}","comments_url":"https://api.github.com/repos/glinscott/leela-chess/issues/435/comments","events_url":"https://api.github.com/repos/glinscott/leela-chess/issues/435/events","html_url":"https://github.com/glinscott/leela-chess/pull/435","id":317549441,"number":435,"title":"Tune PUCT parameter for chess.","user":{"login":"gcp","id":1104290,"avatar_url":"https://avatars2.githubusercontent.com/u/1104290?v=4","gravatar_id":"","url":"https://api.github.com/users/gcp","html_url":"https://github.com/gcp","followers_url":"https://api.github.com/users/gcp/followers","following_url":"https://api.github.com/users/gcp/following{/other_user}","gists_url":"https://api.github.com/users/gcp/gists{/gist_id}","starred_url":"https://api.github.com/users/gcp/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/gcp/subscriptions","organizations_url":"https://api.github.com/users/gcp/orgs","repos_url":"https://api.github.com/users/gcp/repos","events_url":"https://api.github.com/users/gcp/events{/privacy}","received_events_url":"https://api.github.com/users/gcp/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":8,"created_at":"2018-04-25T09:33:22Z","updated_at":"2018-04-25T12:01:40Z","closed_at":null,"author_association":"CONTRIBUTOR","pull_request":{"url":"https://api.github.com/repos/glinscott/leela-chess/pulls/435","html_url":"https://github.com/glinscott/leela-chess/pull/435","diff_url":"https://github.com/glinscott/leela-chess/pull/435.diff","patch_url":"https://github.com/glinscott/leela-chess/pull/435.patch"},"body":"CLOP tuning indicates the optimal values are around 0.4 - 0.9, with an\r\nestimated maximum around 0.6, when measured in games with 2000-5000\r\nplayouts per move.\r\n\r\nVerifying at faster timecontrols (600-1600 playouts) confirms this is a\r\nstrenght gain:\r\n\r\nScore of lczero-tuned vs lczero: 188 - 72 - 184  [0.631] 444\r\nElo difference: 92.93 +/- 24.96\r\nSPRT: llr 2.97, lbound -2.94, ubound 2.94 - H1 was accepted"},"comment":{"url":"https://api.github.com/repos/glinscott/leela-chess/issues/comments/384262125","html_url":"https://github.com/glinscott/leela-chess/pull/435#issuecomment-384262125","issue_url":"https://api.github.com/repos/glinscott/leela-chess/issues/435","id":384262125,"user":{"login":"jkiliani","id":33714573,"avatar_url":"https://avatars2.githubusercontent.com/u/33714573?v=4","gravatar_id":"","url":"https://api.github.com/users/jkiliani","html_url":"https://github.com/jkiliani","followers_url":"https://api.github.com/users/jkiliani/followers","following_url":"https://api.github.com/users/jkiliani/following{/other_user}","gists_url":"https://api.github.com/users/jkiliani/gists{/gist_id}","starred_url":"https://api.github.com/users/jkiliani/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jkiliani/subscriptions","organizations_url":"https://api.github.com/users/jkiliani/orgs","repos_url":"https://api.github.com/users/jkiliani/repos","events_url":"https://api.github.com/users/jkiliani/events{/privacy}","received_events_url":"https://api.github.com/users/jkiliani/received_events","type":"User","site_admin":false},"created_at":"2018-04-25T12:01:40Z","updated_at":"2018-04-25T12:01:40Z","author_association":"CONTRIBUTOR","body":"Oh and by the way, did you a temperature decay schedule on those tuning tests, or Dirichlet noise, or just an external opening book?"}}
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