{"id":2794,"date":"2021-11-23T11:50:39","date_gmt":"2021-11-23T02:50:39","guid":{"rendered":"http:\/\/int-info.com\/?page_id=2794"},"modified":"2021-11-23T11:50:39","modified_gmt":"2021-11-23T02:50:39","slug":"cnnforget","status":"publish","type":"page","link":"http:\/\/int-info.com\/index.php\/cnnforget\/","title":{"rendered":"CNN\u5099\u5fd8\u9332"},"content":{"rendered":"

CNN\u3092\u69cb\u7bc9\u3057\u305f\u3068\u304d\u306b\u611f\u3058\u305f\u3053\u3068\u306e\u30e1\u30e2\uff1a<\/p>\n

\u8ee2\u79fb\u5b66\u7fd2\u3068CV\u306b\u3064\u3044\u3066\uff1a
\n\u8ee2\u79fb\u5b66\u7fd2\u3067CV\u3092\u884c\u3044\u3001\u591a\u6570\u6c7a\u5224\u5b9a\u3092\u884c\u3046\u3053\u3068\u3092\u8003\u3048\u308b\u3002\u3053\u306e\u969b\u3001\u3053\u3053\u306e\u30e2\u30c7\u30eb\u3067\u540c\u3058\u4e71\u6570\u30b7\u30fc\u30c9\u3092\u63a1\u7528\u3057\u305f\u3068\u304d\u3001\u307b\u3068\u3093\u3069\u540c\u3058\u5b66\u7fd2\u7d50\u679c\u3068\u306a\u308a\u3001\u591a\u6570\u6c7a\u306e\u65e8\u5473\u304c\u51fa\u306a\u3044\u3002\u305d\u306e\u305f\u3081\u3001\u4e71\u6570\u30b7\u30fc\u30c9\u3092\u5909\u3048\u305f\u65b9\u304c\u826f\u3044\uff08\u306e\u304b\u3082\u3057\u308c\u306a\u3044\uff09\u3002<\/p>\n

\u30e1\u30e2\u30ea\u76e3\u8996\uff1a
\ntensorflow+keras\u7cfb\u306e\u95a2\u6570\u3092\u4f7f\u3046\u5834\u5408\u3001\u30e1\u30e2\u30ea\u3092\u76e3\u8996\u3057\u305f\u65b9\u304c\u826f\u3044\u3002\u300cnvidia-smi\u300d\u3067GPU\u30e1\u30e2\u30ea\u306e\u76e3\u8996\u3001\u300cfree -m\u300d\u3084\u300ctop\u300d\u3067RAM\u3092\u76e3\u8996\u3067\u304d\u308b\u3002\u30e1\u30e2\u30ea\u3067\u30ab\u30fc\u30cd\u30eb\u304c\u843d\u3061\u308b\u5834\u5408\u306f\u3001wsl\u306b\u5272\u308a\u5f53\u3066\u3089\u308c\u308bRAM\u3092\u5897\u3084\u3059\u3053\u3068\u3067\u5bfe\u5fdc\u3067\u304d\u308b\u3002free\u306fmac\u306b\u306f\u306a\u3044\u3002ubuntu\u306b\u306f\u521d\u671f\u642d\u8f09\u3002<\/p>\n

float64\uff1a
\n\u753b\u50cf\u306ffloat64\u3067\u521d\u671f\u7ba1\u7406\u3055\u308c\u308b\u3002\u3053\u308c\u3060\u3068\u843d\u3061\u308b\u306e\u3067\u3001.astype(“float16”)\u306e\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3067\u3001RAM\u306b\u3088\u308b\u30ab\u30fc\u30cd\u30eb\u843d\u3061\u3092\u56de\u907f\u3067\u304d\u308b\u3002<\/p>\n

\u30d0\u30c3\u30c1\u30b5\u30a4\u30ba\uff1a
\n\u30d0\u30c3\u30c1\u30b5\u30a4\u30ba\u3092\u9ad8\u3081\u308b\u3068\u5b66\u7fd2\u304c\u65e9\u304f\u306a\u308b\u3001\u304c\u3001GPU\u306b\u30c7\u30fc\u30bf\u304c\u4e57\u308a\u5207\u3089\u305a\u306b\u30ab\u30fc\u30cd\u30eb\u304c\u843d\u3061\u308b\u5834\u5408\u304c\u3042\u308b\u3002\u3053\u306e\u3068\u304d\u306f\u3001\u30d0\u30c3\u30c1\u30b5\u30a4\u30ba\u30928\u306e\u3088\u3046\u306a\u5c0f\u3055\u3044\u5024\u306b\u3059\u308b\u3068\u3001\u56de\u907f\u3067\u304d\u308b\u5834\u5408\u304c\u3042\u308b\u3002\u305f\u3060\u3057\u5b66\u7fd2\u6642\u9593\u304c\u9577\u304f\u306a\u308b\u3002<\/p>\n

\u30ac\u30fc\u30d9\u30fc\u30b8\uff1a
\ngc.collect()\u3067\u4e0d\u8981\u306a\u30e1\u30e2\u30ea\u3092\u89e3\u653e\u3067\u304d\u308b\u304c\u3001\u4f53\u611f\u3067\u304d\u308b\u307b\u3069\u3044\u3044\u52b9\u679c\u306f\u306a\u3044\u3002<\/p>\n

\u5909\u6570\u3092\u89e3\u653e\uff1a
\ndel a\u306a\u3069\u306e\u3088\u3046\u306b\u66f8\u304f\u3068\u5909\u6570\u306e\u30e1\u30e2\u30ea\u3092\u89e3\u653e\u3067\u304d\u308b\u3002\u30b5\u30a4\u30ba\u304c\u3067\u304b\u3044\u5909\u6570\u306f\u6d88\u3059\u3053\u3068\u3092\u63a8\u5968\u3059\u308b\u3002\u30ac\u30fc\u30d9\u30fc\u30b8\u3088\u308a\u3082\u52b9\u679c\u306f\u3042\u308b\u304c\u3001\u305d\u3093\u306a\u306b\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u3067\u306f\u306a\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

CNN\u3092\u69cb\u7bc9\u3057\u305f\u3068\u304d\u306b\u611f\u3058\u305f\u3053\u3068\u306e\u30e1\u30e2\uff1a \u8ee2\u79fb\u5b66\u7fd2\u3068CV\u306b\u3064\u3044\u3066\uff1a \u8ee2\u79fb\u5b66\u7fd2\u3067CV\u3092\u884c\u3044\u3001\u591a\u6570\u6c7a\u5224\u5b9a\u3092\u884c\u3046\u3053\u3068\u3092\u8003\u3048\u308b\u3002\u3053\u306e\u969b\u3001\u3053\u3053\u306e\u30e2\u30c7\u30eb\u3067\u540c\u3058\u4e71\u6570\u30b7\u30fc\u30c9\u3092\u63a1\u7528\u3057\u305f\u3068\u304d\u3001\u307b\u3068\u3093\u3069\u540c\u3058\u5b66\u7fd2\u7d50\u679c\u3068\u306a\u308a\u3001\u591a\u6570\u6c7a\u306e\u65e8\u5473\u304c\u51fa\u306a\u3044<\/p><\/div>\n

\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-2794","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/pages\/2794","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/comments?post=2794"}],"version-history":[{"count":1,"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/pages\/2794\/revisions"}],"predecessor-version":[{"id":2795,"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/pages\/2794\/revisions\/2795"}],"wp:attachment":[{"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/media?parent=2794"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}