{"id":386,"date":"2021-11-05T09:28:38","date_gmt":"2021-11-05T00:28:38","guid":{"rendered":"http:\/\/blog.gurees.net\/?p=386"},"modified":"2021-11-05T09:28:38","modified_gmt":"2021-11-05T00:28:38","slug":"radeon%e3%81%a0%e3%81%91%e3%81%a9ml%e3%81%8c%e3%81%97%e3%81%9f%e3%81%84%ef%bc%81directml%e3%81%a7%e9%81%8a%e3%82%93%e3%81%a7%e3%81%bf%e3%82%8b-2","status":"publish","type":"post","link":"https:\/\/blog.gurees.net\/?p=386","title":{"rendered":"Radeon\u3060\u3051\u3069ML\u304c\u3057\u305f\u3044\uff01(DirectML\u3067\u904a\u3093\u3067\u307f\u308b) 2"},"content":{"rendered":"\n<p>\u524d\u56de\u306fVega8(512 SP)&amp;DirectML\u3068RX5700XT(2560 SP)&amp; PlaidML\u3067\u5b9f\u884c\u3057\u3066\u307f\u305f\u306e\u3067\u3001\u6027\u80fd\u5dee\u304c\u3088\u304f\u308f\u304b\u3089\u306a\u304b\u3063\u305f\u306e\u3067\u3001 RX5700XT(2560 SP)\u306e\u74b0\u5883\u306bDirectML\u3092\u5165\u308c\u3066\u307f\u3088\u3046\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<!--more-->\n\n\n\n<p>\u3059\u3067\u306bPlaidML\u304c\u52d5\u304f\u3088\u3046\u306b\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u305d\u308c\u3092\u58ca\u3055\u306a\u3044\u3088\u3046\u306b\u3053\u3061\u3089\u306f\u4eee\u60f3\u74b0\u5883\u3067\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3057\u307e\u3059\u3002\u3068\u3044\u3063\u3066\u3082\u4e8b\u524d\u306bactivate.bat\u3092\u5b9f\u884c\u3059\u308b\u3050\u3089\u3044\u3067\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306e\u30b3\u30de\u30f3\u30c9\u306f\u524d\u56de\u3068\u5168\u304f\u4e00\u7dd2\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">python -m venv .venv\n.\/.venv\\Scripts\\activate.bat\n(.venv) pip install tensorflow-directml==1.15.5\n(.venv) pip install keras==2.3.1\n(.venv) pip install matplotlib opencv-python matplotlib pydot<\/pre>\n\n\n\n<p>RX5700XT(2560 SP)&amp; PlaidML \u30671.54Sec\u306e\u30e2\u30c7\u30eb\u3092\u305d\u306e\u307e\u307e\u5b9f\u884c\u3057\u3066\u307f\u308b\u3068\u3001 RX5700XT(2560 SP)&amp; DirectML \u306f0.42Sec\u3067\u3057\u305f\u3002<br>Vega8\u3068\u306e\u6bd4\u8f03\u306e\u6642\u70b9\u3067\u901f\u3044\u6c17\u914d\u304c\u3042\u308a\u307e\u3057\u305f\u304c\u3001\u5b9f\u969b\u306b\u540c\u4e00\u74b0\u5883\u3067\u6bd4\u8f03\u3059\u308b\u3068\u306f\u3063\u304d\u308a\u308f\u304b\u308a\u307e\u3059\u306d\u30023\u500d\u4ee5\u4e0a\u901f\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p>TF.v2\u306a\u306e\u3067\u30b3\u30fc\u30c9\u304c\u9055\u3046\u306e\u3067\u306a\u3093\u3068\u3082\u8a00\u3048\u307e\u305b\u3093\u304c\u3001\u30e2\u30c7\u30eb\u7684\u306b\u306f\u307b\u307c\u540c\u3058\u30b3\u30fc\u30c9\u3092GP106-100\uff08\u307b\u307cGTX1060)\u3067TensorFlow-GPU\u306e\u74b0\u5883\u3067\u52d5\u304b\u3057\u305f\u3068\u304d\u306b0.9sec\u7a0b\u5ea6\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p>RX5700XT\u304c9.7 TFLOPS\u3001GP106-100\u304c4.3TFLOPS\u306a\u306e\u3067\u6027\u80fd\u5dee\u3092\u8003\u3048\u308b\u30680.42Sec\u30680.9Sec\u306f\u9806\u5f53\u306a\u6c17\u304c\u3057\u307e\u3059\u306d\u3002GPU\u306e\u6027\u80fd\u3092DirectML\u3067\u4e0a\u624b\u306b\u5f15\u304d\u51fa\u305b\u3066\u3044\u308b\u3088\u3046\u306b\u601d\u3048\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u56de\u306fVega8(512 SP)&amp;DirectML\u3068RX5700XT(2560 SP)&amp; PlaidML\u3067\u5b9f\u884c\u3057\u3066\u307f\u305f\u306e\u3067\u3001\u6027\u80fd\u5dee\u304c\u3088\u304f\u308f\u304b\u3089\u306a\u304b\u3063\u305f\u306e\u3067\u3001 RX5700XT(2560 SP)\u306e\u74b0\u5883\u306bDi [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[25],"tags":[],"class_list":["post-386","post","type-post","status-publish","format-standard","hentry","category-programming"],"_links":{"self":[{"href":"https:\/\/blog.gurees.net\/index.php?rest_route=\/wp\/v2\/posts\/386","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.gurees.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.gurees.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.gurees.net\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.gurees.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=386"}],"version-history":[{"count":1,"href":"https:\/\/blog.gurees.net\/index.php?rest_route=\/wp\/v2\/posts\/386\/revisions"}],"predecessor-version":[{"id":387,"href":"https:\/\/blog.gurees.net\/index.php?rest_route=\/wp\/v2\/posts\/386\/revisions\/387"}],"wp:attachment":[{"href":"https:\/\/blog.gurees.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=386"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.gurees.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=386"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.gurees.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=386"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}