{"id":315,"date":"2014-08-18T15:29:50","date_gmt":"2014-08-18T06:29:50","guid":{"rendered":"https:\/\/www.dogrow.net\/nnet\/?p=315"},"modified":"2019-10-19T04:34:45","modified_gmt":"2019-10-18T19:34:45","slug":"blog21","status":"publish","type":"post","link":"https:\/\/www.dogrow.net\/nnet\/blog21\/","title":{"rendered":"(21) GTX650\u304b\u3089GTX760\u306b\u5909\u3048\u3066\u307f\u308b"},"content":{"rendered":"<p>\u30e4\u30d5\u30aa\u30af\u3092\u773a\u3081\u3066\u3044\u305f\u3089\u3088\u3055\u3052\u306a\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u304c\u5b89\u4fa1\u3067\u51fa\u54c1\u3055\u308c\u3066\u3044\u305f\u306e\u3067\u3053\u308c\u3092\u8cfc\u5165\u3057\u305f\u3002<br \/>\n\u30b9\u30da\u30c3\u30af\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3002\u3053\u308c\u30676\u4e07\u5186\u5f31\u306f\u5b89\u3044\uff01<br \/>\n\u30fbCPU: <span class=\"my_fc_deeppinkB\">Xeon X5570<\/span> x 2\u500b (\u5168<span class=\"my_fc_deeppinkB\">16core<\/span>)<br \/>\n\u30fbmemory: <span class=\"my_fc_deeppinkB\">24GB<\/span><br \/>\n\u30fbGPU: <span class=\"my_fc_deeppinkB\">Quadro 4000<\/span><\/p>\n<p>\u3053\u306e\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u96fb\u6e90\u306b\u3082\u4f59\u88d5\u304c\u3042\u308b\u306e\u3067 GPU2\u679a\u7d44\u3092\u76ee\u8ad6\u3093\u3067 2\u4e07\u5186\u5f31\u306e<span class=\"my_fc_deeppinkB\">GTX760<\/span>\u3082\u843d\u672d\u3057\u305f\u3002<br \/>\n\u4eca\u4f7f\u3063\u3066\u3044\u308bGTX650\u306eCudaCore\u6570\u304c <span class=\"my_fc_deeppinkB\">384\u500b<\/span>\u3001\u3053\u308c\u306b\u5bfe\u3057\u3066GTX760\u306f <span class=\"my_fc_deeppinkB\">1152\u500b<\/span>\u3001\u306a\u3093\u30683\u500d\uff01<\/p>\n<h1 class=\"my_h\">\u6bd4\u8f03\u305d\u306e\uff11: cuda-convnet<\/h1>\n<p>\u307e\u305a\u306fcuda-convnet\u3067\u901f\u5ea6\u6027\u80fd\u3092\u6bd4\u8f03\u3057\u3066\u307f\u305f\u3002<br \/>\n\u5bfe\u8c61\u306f <a href=\"https:\/\/www.dogrow.net\/nnet\/blog15\/\">(15) cuda-convnet\u3067MNIST\u81ea\u52d5\u8a8d\u8b58(\u305d\u306e2)<\/a> \u3067\u52d5\u304b\u3057\u305f\u3061\u3087\u3063\u3068\u30ea\u30c3\u30c1\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092100epochs\u3068\u3057\u305f\u3002<\/p>\n<h3 class=\"my_h\">\u7d50\u679c\uff11: \u65e7\u30de\u30b7\u30f3 (intel core-i3 3220, GTX650)<\/h3>\n<pre>START: 2014\u5e74  8\u6708 18\u65e5 \u6708\u66dc\u65e5 15:23:48 JST\r\n======================Test output======================\r\nlogprob:  0.034047, 0.010900\r\nEND:   2014\u5e74  8\u6708 18\u65e5 \u6708\u66dc\u65e5 15:30:26 JST\r\n<\/pre>\n<p>100epochs\u306e\u51e6\u7406\u6642\u9593\u306f <span class=\"my_fc_deeppinkB\">398\u79d2<\/span> \u3001\u30a8\u30e9\u30fc\u7387\u306f <span class=\"my_fc_deeppinkB\">0.011<\/span>\u3060\u3063\u305f\u3002<\/p>\n<h3 class=\"my_h\">\u7d50\u679c\uff12: \u65b0\u30de\u30b7\u30f3 (intel Xeon x5570 x 2, GTX760)<\/h3>\n<pre>START: 2014\u5e74  8\u6708 18\u65e5 \u6708\u66dc\u65e5 15:24:10 JST\r\n======================Test output======================\r\nlogprob:  0.034883, 0.010300\r\nEND:   2014\u5e74  8\u6708 18\u65e5 \u6708\u66dc\u65e5 15:26:47 JST\r\n<\/pre>\n<p>100epochs\u306e\u51e6\u7406\u6642\u9593\u306f <span class=\"my_fc_deeppinkB\">157\u79d2<\/span> \u3001\u30a8\u30e9\u30fc\u7387\u306f <span class=\"my_fc_deeppinkB\">0.010<\/span>\u3060\u3063\u305f\u3002<\/p>\n<p>\u4e21\u8005\u306e\u51e6\u7406\u6642\u9593\u306e\u5dee\u306f 398 : 157 \u3060\u304b\u3089 2.5 : 1 \u3060\u3063\u305f\u3002<br \/>\n\u7d048\u4e07\u5186\u306e\u6295\u8cc7\u3067 <span class=\"my_fc_deeppinkB\">2.5\u500d<\/span>\u306b\u9ad8\u901f\u5316\u3057\u305f\u3002 <span class=\"my_fc_gray\">\u5fae\u5999&#8230;<\/span><\/p>\n<h1 class=\"my_h\">\u6bd4\u8f03\u305d\u306e\uff12: Caffe<\/h1>\n<p>\u6b21\u306b caffe\u3067\u901f\u5ea6\u6027\u80fd\u3092\u6bd4\u8f03\u3057\u3066\u307f\u305f\u3002<br \/>\n\u5bfe\u8c61\u306f <a href=\"https:\/\/www.dogrow.net\/nnet\/blog20\/\">(20) Caffe\u3067MNIST\u81ea\u52d5\u8a8d\u8b58(\u305d\u306e1)<\/a> \u3067\u52d5\u304b\u3057\u305fCaffe\u4ed8\u5c5e\u30b5\u30f3\u30d7\u30eb 10,000batches\u3068\u3057\u305f\u3002<\/p>\n<h3 class=\"my_h\">\u7d50\u679c\uff11: \u65e7\u30de\u30b7\u30f3 (intel core-i3 3220, GTX650)<\/h3>\n<pre>\r\nI0813 20:23:56.937985  4618 solver.cpp:165] Solving LeNet\r\nI0813 20:23:56.937995  4618 solver.cpp:232] Iteration 0, Testing net (#0)\r\nI0813 20:23:58.769482  4618 solver.cpp:270] Test score #0: 0.0427\r\nI0813 20:23:58.769534  4618 solver.cpp:270] Test score #1: 2.30319\r\n======================Test output======================\r\nI0813 20:30:07.157430  4618 solver.cpp:270] Test score #0: 0.9911\r\nI0813 20:30:07.157462  4618 solver.cpp:270] Test score #1: 0.0283371\r\nI0813 20:30:07.157470  4618 solver.cpp:218] Optimization Done.\r\nI0813 20:30:07.157475  4618 caffe.cpp:102] Optimization Done.\r\n<\/pre>\n<p>10,000batches\u306e\u51e6\u7406\u6642\u9593\u306f <span class=\"my_fc_deeppinkB\">371\u79d2<\/span> \u3001\u6b63\u89e3\u7387\u306f <span class=\"my_fc_deeppinkB\">99.1%<\/span>\u3060\u3063\u305f\u3002<\/p>\n<h3 class=\"my_h\">\u7d50\u679c\uff12: \u65b0\u30de\u30b7\u30f3 (intel Xeon x5570 x 2, GTX760)<\/h3>\n<pre>\r\nI0820 07:33:07.595406  9520 solver.cpp:165] Solving LeNet\r\nI0820 07:33:07.595415  9520 solver.cpp:232] Iteration 0, Testing net (#0)\r\nI0820 07:33:08.551427  9520 solver.cpp:270] Test score #0: 0.0566\r\nI0820 07:33:08.551476  9520 solver.cpp:270] Test score #1: 2.30261\r\n======================Test output======================\r\nI0820 07:36:17.788245  9520 solver.cpp:270] Test score #0: 0.9914\r\nI0820 07:36:17.788260  9520 solver.cpp:270] Test score #1: 0.0278619\r\nI0820 07:36:17.788269  9520 solver.cpp:218] Optimization Done.\r\nI0820 07:36:17.788275  9520 caffe.cpp:102] Optimization Done.\r\n<\/pre>\n<p>10,000batches\u306e\u51e6\u7406\u6642\u9593\u306f <span class=\"my_fc_deeppinkB\">189\u79d2<\/span> \u3001\u30a8\u30e9\u30fc\u7387\u306f <span class=\"my_fc_deeppinkB\">99.1%<\/span>\u3060\u3063\u305f\u3002<\/p>\n<p>\u4e21\u8005\u306e\u51e6\u7406\u6642\u9593\u306e\u5dee\u306f 371 : 189 \u3060\u304b\u3089 1.96 : 1 \u3060\u3063\u305f\u3002<br \/>\n\u7d048\u4e07\u5186\u306e\u6295\u8cc7\u3067 <span class=\"my_fc_deeppinkB\">1.96\u500d<\/span>\u306b\u9ad8\u901f\u5316\u3057\u305f\u3002 <span class=\"my_fc_gray\">\u5fae\u5999&#8230;<\/span><\/p>\n<p>PS.<br \/>\nGPU2\u679a\u7d44\u3092\u76ee\u8ad6\u3093\u3060\u304c\u3001GTX760\u304c\u88dc\u52a9\u96fb\u6e90\u30922\u53e3\u3082\u4f7f\u3063\u3066\u3057\u307e\u3044\u3001\u96fb\u6e90\u30b3\u30cd\u30af\u30bf\u304c\u4e0d\u8db3&#8230;<br \/>\n\u6b8b\u5ff5\u306a\u304c\u3089\u53e4\u3044Quadro\u306f\u5916\u3059\u3053\u3068\u306b\u306a\u3063\u305f&#8230;<br \/>\n\u4eca\u5ea6\u5dee\u3057\u66ff\u3048\u3066Quadro\u3067\u3082\u8a08\u6e2c\u3057\u3066\u307f\u3088\u3046\u3002<\/p>\n<hr class=\"my_hr_bottom\">\n","protected":false},"excerpt":{"rendered":"<p>\u30e4\u30d5\u30aa\u30af\u3092\u773a\u3081\u3066\u3044\u305f\u3089\u3088\u3055\u3052\u306a\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u304c\u5b89\u4fa1\u3067\u51fa\u54c1\u3055\u308c\u3066\u3044\u305f\u306e\u3067\u3053\u308c\u3092\u8cfc\u5165\u3057\u305f\u3002 \u30b9\u30da\u30c3\u30af\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3002\u3053\u308c\u30676\u4e07\u5186\u5f31\u306f\u5b89\u3044\uff01 \u30fbCPU: Xeon X5570 x 2\u500b (\u516816core) \u30fbmemory: \u2026 <span class=\"read-more\"><a href=\"https:\/\/www.dogrow.net\/nnet\/blog21\/\">\u7d9a\u304d\u3092\u8aad\u3080 &raquo;<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[],"class_list":["post-315","post","type-post","status-publish","format-standard","hentry","category-cuda"],"views":3574,"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.dogrow.net\/nnet\/wp-json\/wp\/v2\/posts\/315","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.dogrow.net\/nnet\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.dogrow.net\/nnet\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.dogrow.net\/nnet\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.dogrow.net\/nnet\/wp-json\/wp\/v2\/comments?post=315"}],"version-history":[{"count":22,"href":"https:\/\/www.dogrow.net\/nnet\/wp-json\/wp\/v2\/posts\/315\/revisions"}],"predecessor-version":[{"id":762,"href":"https:\/\/www.dogrow.net\/nnet\/wp-json\/wp\/v2\/posts\/315\/revisions\/762"}],"wp:attachment":[{"href":"https:\/\/www.dogrow.net\/nnet\/wp-json\/wp\/v2\/media?parent=315"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.dogrow.net\/nnet\/wp-json\/wp\/v2\/categories?post=315"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.dogrow.net\/nnet\/wp-json\/wp\/v2\/tags?post=315"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}