{"id":3005,"date":"2015-02-20T20:03:45","date_gmt":"2015-02-20T19:03:45","guid":{"rendered":"https:\/\/abcdr.guyader.pro\/?p=3005"},"modified":"2018-04-08T00:01:19","modified_gmt":"2018-04-07T23:01:19","slug":"comment-utiliser-la-parallelisation-des-calculs-avec-r-foreach","status":"publish","type":"post","link":"https:\/\/thinkr.fr\/abcdr\/comment-utiliser-la-parallelisation-des-calculs-avec-r-foreach\/","title":{"rendered":"Comment utiliser la parall\u00e9lisation des calculs avec R ?: foreach"},"content":{"rendered":"<p>la parall\u00e9lisation des calculs, permet d&rsquo;exploiter au maximum les capacit\u00e9 calculatoire de votre ordinateur en utilisant tous les core de votre machine ( dual core , quad core &#8230;)<br \/>Cette facpon de proceder est rentable si le calcul que vous voulez faire prend plus de temps que le fait de mettre en place la parall\u00e9lisation<\/p>\n<pre><code><br \/>library(foreach)<br \/>library(doSNOW)\n\ngetDoParWorkers()\n\nregisterDoSNOW(makeCluster(4, type = \"SOCK\"))# 2 , 4 ou plus en fonction de votre machine\n\ngetDoParWorkers()\n\nN &lt;- 10^4\n\nsystem.time(foreach(i = 1:N,.combine = \"cbind\") %do% {sum(rnorm(N))})\n\n<p>system.time(foreach(i = 1:N,.combine = \"cbind\") %dopar% {sum(rnorm(N))})<\/p><br \/><\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>la parall\u00e9lisation des calculs, permet d&rsquo;exploiter au maximum les capacit\u00e9 calculatoire de votre ordinateur en utilisant tous les core de votre machine ( dual core , quad core &#8230;)Cette facpon de proceder est rentable si le calcul que vous voulez faire prend plus de temps que le fait de mettre en place la parall\u00e9lisation library(foreach)library(doSNOW) getDoParWorkers() registerDoSNOW(makeCluster(4, type = \u00ab\u00a0SOCK\u00a0\u00bb))# 2 , 4 ou plus en fonction de votre machine getDoParWorkers() N &lt;- 10^4 system.time(foreach(i = 1:N,.combine = \u00ab\u00a0cbind\u00a0\u00bb) %do% {sum(rnorm(N))}) system.time(foreach(i = 1:N,.combine = \u00ab\u00a0cbind\u00a0\u00bb) %dopar% {sum(rnorm(N))})<a class=\"more-link\" href=\"https:\/\/thinkr.fr\/abcdr\/comment-utiliser-la-parallelisation-des-calculs-avec-r-foreach\/\">Read More &rarr;<\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","rop_custom_images_group":[],"rop_custom_messages_group":[],"rop_publish_now":"initial","rop_publish_now_accounts":{"twitter_399453572_399453572":""},"rop_publish_now_history":[],"rop_publish_now_status":"pending","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[2,8,18],"tags":[],"class_list":{"0":"entry","1":"post","2":"publish","3":"author-vincent","4":"post-3005","6":"format-standard","7":"category-algorithmique","8":"category-fonctions-utiles","9":"category-programmer-avec-r"},"acf":[],"jetpack_featured_media_url":"","jetpack_shortlink":"https:\/\/wp.me\/p9O7Sx-Mt","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/thinkr.fr\/abcdr\/wp-json\/wp\/v2\/posts\/3005","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/thinkr.fr\/abcdr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/thinkr.fr\/abcdr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/thinkr.fr\/abcdr\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/thinkr.fr\/abcdr\/wp-json\/wp\/v2\/comments?post=3005"}],"version-history":[{"count":2,"href":"https:\/\/thinkr.fr\/abcdr\/wp-json\/wp\/v2\/posts\/3005\/revisions"}],"predecessor-version":[{"id":4248,"href":"https:\/\/thinkr.fr\/abcdr\/wp-json\/wp\/v2\/posts\/3005\/revisions\/4248"}],"wp:attachment":[{"href":"https:\/\/thinkr.fr\/abcdr\/wp-json\/wp\/v2\/media?parent=3005"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/thinkr.fr\/abcdr\/wp-json\/wp\/v2\/categories?post=3005"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/thinkr.fr\/abcdr\/wp-json\/wp\/v2\/tags?post=3005"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}