{"id":1555,"date":"2019-12-18T10:40:14","date_gmt":"2019-12-18T01:40:14","guid":{"rendered":"http:\/\/go-w.jp\/?p=1555"},"modified":"2019-12-19T15:23:41","modified_gmt":"2019-12-19T06:23:41","slug":"amazon-ec2-%e3%81%a7-katago-%e3%83%93%e3%83%ab%e3%83%89%e6%89%8b%e9%a0%86%e3%81%ae%e3%83%a1%e3%83%a2","status":"publish","type":"post","link":"https:\/\/go-w.jp\/?p=1555","title":{"rendered":"Amazon EC2 \u3067 KataGo \u30d3\u30eb\u30c9\u624b\u9806\u306e\u30e1\u30e2\u3010\u6539\u8a02\u7248\u3011"},"content":{"rendered":"<p>2019\/10\/22 \u4f5c\u6210 2019\/12\/18 \u6539\u5b9a<br \/>\n\u30fb\u30d9\u30fc\u30b9\u3068\u306a\u308bAMI\u3092\u5909\u66f4\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u5fc5\u8981\u624b\u9806\u304c\u3059\u3053\u3057\u6e1b\u308a\u307e\u3057\u305f<br \/>\n\u30fbcfg\u30d5\u30a1\u30a4\u30eb\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30d5\u30a1\u30a4\u30eb\u306b\u3064\u3044\u3066\u306e\u8a18\u8ff0\u3057\u3001\u65e5\u672c\u30eb\u30fc\u30eb\u5bfe\u5fdc\u65b9\u6cd5\u3092\u8ffd\u8a18\u3057\u307e\u3057\u305f<\/p>\n<p>Amazon EC2 p2.xlarge \u306e\u30b5\u30fc\u30d0\u30fc\u3067 KataGo (CUDA\u7248\uff09\u3092\u30d3\u30eb\u30c9\u3059\u308b\u307e\u3067\u306e\u624b\u9806\u30e1\u30e2\u3067\u3059\u3002<br \/>\ncmake \u3068\u304b KataGo \u3092\u30d3\u30eb\u30c9\u3059\u308b\u74b0\u5883\u306e\u6e96\u5099\u304c\u3061\u3087\u3063\u3068\u3057\u305f\u624b\u9593\u3067\u3057\u305f\u3002<\/p>\n<p>\u30d9\u30fc\u30b9\u3068\u306a\u308bAMI \u3068\u3057\u3066\u5404\u7a2eGPU\u30c9\u30e9\u30a4\u30d0\u306e\u5165\u3063\u3066\u308b\u3053\u308c\u3092\u9078\u3073\u307e\u3057\u305f\u3002<br \/>\n(Nvidia \u3068\u304b CUDA \u3068\u304b\u306e\u30c9\u30e9\u30a4\u30d0\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3063\u3066\u3001\u30b0\u30b0\u3063\u3066\u3044\u305f\u3060\u3051\u308c\u3070\u308f\u304b\u308a\u307e\u3059\u304c\u3001\u306a\u304b\u306a\u304b\u3084\u3084\u3053\u3057\u3044\u306e\u3067\u3059\u3002\u4eca\u56de\u306e\u9078\u629e\u306f\u8ce2\u660e\u3060\u3063\u305f\u3088\u3046\u3067\u3001\u305d\u306e\u3078\u3093\u306e\u554f\u984c\u306f\u5168\u304f\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\uff09<br \/>\nOS \u3068\u3057\u3066\u306f\u306a\u3093\u3068\u306a\u304f\u6163\u308c\u3066\u308b\u611f\u3058\u306e Ubuntu 18\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/go-w.jp\/wp-content\/uploads\/c7b005948aa4032337e646e61d59ab45-626x127.png\" alt=\"\" width=\"626\" height=\"127\" class=\"alignnone size-large wp-image-1863\" srcset=\"https:\/\/go-w.jp\/wp-content\/uploads\/c7b005948aa4032337e646e61d59ab45-626x127.png 626w, https:\/\/go-w.jp\/wp-content\/uploads\/c7b005948aa4032337e646e61d59ab45-313x64.png 313w, https:\/\/go-w.jp\/wp-content\/uploads\/c7b005948aa4032337e646e61d59ab45-768x156.png 768w, https:\/\/go-w.jp\/wp-content\/uploads\/c7b005948aa4032337e646e61d59ab45.png 1044w\" sizes=\"auto, (max-width: 626px) 100vw, 626px\" \/><\/p>\n<p>\u8ffd\u8a18(2019\/12\/19)\uff1a<br \/>\nDeep Learning Base AMI (Ubuntu 18.04) Version 21.0<br \/>\n\u3092\u4f7f\u3048\u3070\u521d\u3081\u304b\u3089\u5165\u3063\u3066\u3044\u308b cmake \u304c\u4f7f\u3048\u3001\u307e\u305f\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\uff15\uff10GB\u3057\u304b\u4f7f\u308f\u306a\u3044\u3068<a href=\"https:\/\/twitter.com\/sn056jp\/status\/1207225479997997057\">\u3054\u6307\u6458\u3044\u305f\u3060\u304d\u307e\u3057\u305f<\/a>\u3002<\/p>\n<p>\u6700\u65b0\u306ecmake\u306e\u30bd\u30fc\u30b9\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u30d3\u30eb\u30c9\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/p>\n<p>wget https:\/\/github.com\/Kitware\/CMake\/releases\/download\/v3.16.0-rc2\/cmake-3.16.0-rc2.tar.gz<br \/>\ntar xzvf cmake-3.16.0-rc2.tar.gz<br \/>\ncd cmake-3.16.0-rc2\/<br \/>\n.\/bootstrap<br \/>\nmake<br \/>\nsudo make install<\/p>\n<p>\uff08\u2191wget \u3068 https:\/\/ \u306e\u9593\u306b\u6539\u884c\u306f\u5165\u308a\u307e\u305b\u3093\uff09<\/p>\n<p>KataGo \u3092\u30b2\u30c3\u30c8\u3057\u3066\u30d3\u30eb\u30c9\u306e\u6e96\u5099\u3092\u3057\u307e\u3059\u3002<br \/>\ncd ~<br \/>\ngit clone https:\/\/github.com\/lightvector\/KataGo.git<br \/>\ncd KataGo\/cpp\/<br \/>\ncmake . -DBUILD_MCTS=1 -DUSE_BACKEND=CUDA<\/p>\n<p>\u30d3\u30eb\u30c9\u306e\u524d\u306b\u65e5\u672c\u8a9e\u30eb\u30fc\u30eb\u5bfe\u5fdc\u306e\u6539\u9020\u3092\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n<p>vi neuralnet\/desc.cpp<\/p>\n<p>\u7de8\u96c6\u5185\u5bb9\u306f<a href=\"http:\/\/go-w.jp\/?p=1669\">\u3053\u3061\u3089\u306e\u8a18\u4e8b<\/a>\u3092\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u30d5\u30a1\u30a4\u30eb\u3092\u4fdd\u5b58\u3057\u3066\u30d3\u30eb\u30c9\u3057\u307e\u3059\u3002<br \/>\nmake<\/p>\n<p>KataGo\u306e\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3068\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30d5\u30a1\u30a4\u30eb\u306f Lizzie 0.7.2 Windows\u7248\u306b\u540c\u68b1\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>cd ~<br \/>\nwget https:\/\/github.com\/featurecat\/lizzie\/releases\/download\/0.7.2\/Lizzie.0.7.2.Windows.x64.GPU.zip<br \/>\nunzip Lizzie.0.7.2.Windows.x64.GPU.zip<\/p>\n<p>\uff08\u2191wget \u3068 https:\/\/ \u306e\u9593\u306b\u6539\u884c\u306f\u5165\u308a\u307e\u305b\u3093\uff09<\/p>\n<p>\u8ffd\u8a18(2019\/12\/19)\uff1a<br \/>\ncfg\u30d5\u30a1\u30a4\u30eb\u306f KataGo\/cpp\/configs\/gtp_example.cfg \u304c\u3042\u308b\u3068\u3044\u3046\u3053\u3068\u3068\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30d5\u30a1\u30a4\u30eb\u306f<a href=\"https:\/\/github.com\/lightvector\/KataGo\/releases\/tag\/v1.1\">\u3053\u3061\u3089<\/a>\u304b\u3089\u843d\u3068\u3059\u306e\u304c\u3088\u3044\u3068<a href=\"https:\/\/twitter.com\/mkashi\/status\/1207176543006531586\">\u3054\u6307\u6458\u3044\u305f\u3060\u304d\u307e\u3057\u305f<\/a>\u3001<\/p>\n<p>katago \u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u4f5c\u6210\u3057\u3066\u5fc5\u8981\u30d5\u30a1\u30a4\u30eb\u3092\u96c6\u3081\u307e\u3059\u3002<\/p>\n<p>mkdir katago<br \/>\ncp KataGo\/cpp\/katago katago\/<br \/>\ncp Lizzie\/katago-gtp10.cfg katago\/katago-gtp-ch.cfg<br \/>\ncp Lizzie\/katago-gtp10.cfg katago\/katago-gtp-jp.cfg<br \/>\ncp Lizzie\/katanetwork.gz katago\/<\/p>\n<p>katago-gtp-jp.cfg \u306b\u3064\u3044\u3066<a href=\"http:\/\/go-w.jp\/?p=1669\">\u3053\u3061\u3089\u306e\u8a18\u4e8b<\/a>\u3092\u53c2\u8003\u306b\u66f8\u304d\u63db\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u624b\u5143\u306e\u30d1\u30bd\u30b3\u30f3\u306e Lizzie \u3068\u30af\u30e9\u30a6\u30c9\u306e KataGo \u3092\u3064\u306a\u3052\u308b\u8a2d\u5b9a\u306b\u3064\u3044\u3066\u306f\u3001LeelaZero \u306b\u3064\u3044\u3066\u306e\u60c5\u5831\u3001\u4e3b\u3068\u3057\u3066<a href=\"https:\/\/aws-guide.memo.wiki\/\">aws guide<\/a>\u3092\u53c2\u8003\u306b\u3057\u307e\u3057\u305f\u3002<br \/>\nWindows \u306e\u5834\u5408\u306f aws guide \u306b\u3042\u308b ssh.bat \u306e\u4e2d\u306e<\/p>\n<p>cd leela-zero; .\/leelaz --gtp --lagbuffer 0 --weights elf.gz --threads 2<\/p>\n<p>\u306e\u90e8\u5206\u3092<\/p>\n<p>cd katago; .\/katago gtp -model katanetwork.gz -config katago-gtp-jp.cfg<\/p>\n<p>\u306b\u66f8\u304d\u63db\u3048\u307e\u3059\u3002katago-gtp-jp.cfg \u306e\u3068\u3053\u308d\u3092 katago-gtp-ch.cfg \u306b\u3059\u308c\u3070\u4e2d\u56fd\u30eb\u30fc\u30eb\u3067\u306e\u52d5\u4f5c\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>2019\/12\/19\u8ffd\u8a18<br \/>\nplink \u306b -no-antispoof \u3092\u8ffd\u52a0\u3057\u306a\u3044\u3068\u307e\u305a\u3044\u3088\u3046\u3067\u3059\u3002\u5c71\u53e3\u3055\u3093\u306f\u30b5\u30fc\u30d0\u30fc\u5074\u3067\u7d30\u5de5\u3057\u3066\u308b\u306e\u304b\u306a<br \/>\n%plink_path%<span class=\"danger-under\"> -no-antispoof<\/span> -ssh -i %key_path% ubuntu@%server_ip% cd katago; .\/katago gtp -model katanetwork.gz -config katago-gtp-jp.cfg<\/p>\n<p>\u304a\u307e\u3051\u306e\u30e1\u30e2<br \/>\n<a href=\"https:\/\/aws.amazon.com\/jp\/cli\/\">AWS CLI<\/a> \u3068\u3044\u3046\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30c4\u30fc\u30eb\u304c\u3042\u3063\u3066\u3001\u81ea\u5206\u304c\u7acb\u3061\u4e0a\u3052\u305f EC2 \u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304c\uff11\u3064\u3060\u3051\u306a\u3089\u4e0b\u8a18\u3067\u7c21\u5358\u306b IP \u30a2\u30c9\u30ec\u30b9\u304c\u8fd4\u308a\u307e\u3059\u3002<del>(jq \u3068\u3044\u3046\u306e\u306f aws \u304b\u3089\u8fd4\u3063\u305f JSON \u3092\u89e3\u6790\u3059\u308b\u305f\u3081\u306b\u7528\u3044\u308b\u5225\u30bd\u30d5\u30c8\uff09<\/del> --query \u3092\u4f7f\u3048\u3070jq\u4e0d\u8981\u3067\u3059\u306d 10\/23 \u8ffd\u8a18\u30fb\u66f8\u304d\u63db\u3048<br \/>\naws ec2 describe-instances --filter \"Name=instance-state-name,Values=running\" --output text --query 'Reservations[].Instances[].PublicIpAddress'<\/p>\n<p>\u3053\u308c\u3092\u4f7f\u3048\u3070 Lizzie \u304b\u3089 KataGo \u3092\u8d77\u52d5\u3059\u308b\u30b7\u30a7\u30eb\u30b9\u30af\u30ea\u30d7\u30c8\u3084\u30d0\u30c3\u30c1\u30d5\u30a1\u30a4\u30eb\u306eIP\u30a2\u30c9\u30ec\u30b9\u90e8\u5206\u3092(aws guide \u306b\u3042\u308b\u3088\u3046\u306b\uff09\u624b\u66f8\u304d\u3067\u66f8\u304d\u63db\u3048\u306a\u3044\u5de5\u592b\u3082\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u4e00\u4f8b\u3068\u3057\u3066\u79c1\u304c\u4f5c\u3063\u305fMac\u7528\u306e\u30b7\u30a7\u30eb\u30b9\u30af\u30ea\u30d7\u30c8\u304c\u4e0b\u8a18\u3002<br \/>\nWindows \u3067\u306f\u30d0\u30c3\u30af\u30af\u30a9\u30fc\u30c8\u306e\u6280\u304c\u4f7f\u3048\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3089\u3082\u3046\u3072\u3068\u5de5\u592b\u304c\u3044\u308b\u3067\u3057\u3087\u3046\u306d\u3002<br \/>\n(10\/22 \u8ffd\u8a18\u00a0 Windows \u306e PowerShell \u3067 $() \u304c\u4f7f\u3048\u308b\u3088\u3046\u306a\u306e\u3067\u305d\u306e\u70b9\u306e\u5de5\u592b\u306f\u4e0d\u8981\u306e\u3088\u3046\u3067\u3059\uff09<\/p>\n<p>\u306a\u304a\u30011\u884c\u76ee\u306e -l \u304c\u306a\u3044\u3068\u3001\u74b0\u5883\u5909\u6570\u304c\u8aad\u307f\u8fbc\u307e\u308c\u305a\u3001aws \u304c\u8d77\u52d5\u3067\u304d\u306a\u3044\u306a\u3069\u306e\u554f\u984c\u304c\u751f\u3058\u307e\u3057\u305f\u3002<\/p>\n<p>#!\/bin\/bash -l<br \/>\nIPADDRESS=`aws ec2 describe-instances --filter \"Name=instance-state-name,Values=running\" --output text --query 'Reservations[].Instances[].PublicIpAddress'`<br \/>\nssh -oStrictHostKeyChecking=no -i ~\/.ssh\/katago-aws.pem ubuntu@$IPADDRESS \"cd katago; .\/katago gtp -model katanetwork.gz -config katago-gtp-jp.cfg\"<\/p>\n<p>MacBook \u306e Lizzie \u3067\u52d5\u304b\u3057\u3066\u308b\u69d8\u5b50\u304c\u3053\u3061\u3089\u3067\u3059\u3002\u3055\u3059\u304c\u901f\u3044\u3067\u3059\u3002<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/bk5J_nCyJ9c\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2019\/10\/22 \u4f5c\u6210 2019\/12\/18 \u6539\u5b9a \u30fb\u30d9\u30fc\u30b9\u3068\u306a\u308bAMI\u3092\u5909\u66f4\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u5fc5\u8981\u624b\u9806\u304c\u3059\u3053\u3057\u6e1b\u308a\u307e\u3057\u305f \u30fbcfg\u30d5\u30a1\u30a4\u30eb\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30d5\u30a1\u30a4\u30eb\u306b\u3064\u3044\u3066\u306e\u8a18\u8ff0\u3057\u3001\u65e5\u672c\u30eb\u30fc\u30eb\u5bfe\u5fdc\u65b9\u6cd5\u3092\u8ffd\u8a18\u3057\u307e\u3057\u305f  [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":1562,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[26],"tags":[29],"class_list":["post-1555","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-igo_ai","tag-katago"],"_links":{"self":[{"href":"https:\/\/go-w.jp\/index.php?rest_route=\/wp\/v2\/posts\/1555","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/go-w.jp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/go-w.jp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/go-w.jp\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/go-w.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1555"}],"version-history":[{"count":19,"href":"https:\/\/go-w.jp\/index.php?rest_route=\/wp\/v2\/posts\/1555\/revisions"}],"predecessor-version":[{"id":1872,"href":"https:\/\/go-w.jp\/index.php?rest_route=\/wp\/v2\/posts\/1555\/revisions\/1872"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/go-w.jp\/index.php?rest_route=\/wp\/v2\/media\/1562"}],"wp:attachment":[{"href":"https:\/\/go-w.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1555"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/go-w.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1555"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/go-w.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1555"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}