{"id":25078,"date":"2024-03-17T03:28:52","date_gmt":"2024-03-16T18:28:52","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/theano%e3%81%ae%e3%82%a4%e3%83%b3%e3%82%b9%e3%83%88%e3%83%bc%e3%83%ab%e3%81%a8%e4%bd%bf%e7%94%a8%e6%96%b9%e6%b3%95%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%ef%bc%9f\/"},"modified":"2024-03-22T10:39:05","modified_gmt":"2024-03-22T01:39:05","slug":"theano%e3%81%ae%e3%82%a4%e3%83%b3%e3%82%b9%e3%83%88%e3%83%bc%e3%83%ab%e3%81%a8%e4%bd%bf%e7%94%a8%e6%96%b9%e6%b3%95%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/theano%e3%81%ae%e3%82%a4%e3%83%b3%e3%82%b9%e3%83%88%e3%83%bc%e3%83%ab%e3%81%a8%e4%bd%bf%e7%94%a8%e6%96%b9%e6%b3%95%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%ef%bc%9f\/","title":{"rendered":"Theano\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u4f7f\u7528\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\uff1f"},"content":{"rendered":"

Theano\u306fPython\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3001\u6570\u5f0f\u8a08\u7b97\u306b\u7279\u306b\u6df1\u5c64\u5b66\u7fd2\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306fTheano\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u4f7f\u7528\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n

    \n
  1. \u4f9d\u5b58\u95a2\u4fc2\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\uff1a\u307e\u305a\u3001Python\u3068NumPy\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001\u516c\u5f0f\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n
  2. Theano\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\uff1apip\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u3066Theano\u3092\u7c21\u5358\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002\u30bf\u30fc\u30df\u30ca\u30eb\u307e\u305f\u306f\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u958b\u304d\u3001\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n
  3. theano\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/li>\n
  4. Theano\u3092\u8a2d\u5b9a\u3059\u308b\uff1a\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u6027\u80fd\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u305f\u3081\u306bTheano\u3092\u8a2d\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b.theanorc\u3068\u3044\u3046\u540d\u524d\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u3001\u4ee5\u4e0b\u306e\u5185\u5bb9\u3092\u8ffd\u52a0\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n
  5. [\u5168\u4f53]
    \nfloatX = float32
    \ndevice = cpu[blas]
    \nldflags = -lopenblas<\/li>\n
  6. GPU\u8a08\u7b97\u304c\u53ef\u80fd\u306a\u30b7\u30b9\u30c6\u30e0\u306e\u5834\u5408\u3001device\u3092gpu\u306b\u8a2d\u5b9a\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u305d\u306e\u4ed6\u306e\u95a2\u9023\u8a2d\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n
  7. Theano\u306e\u4f7f\u7528\uff1aPython\u30b9\u30af\u30ea\u30d7\u30c8\u306bTheano\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3066\u4f7f\u7528\u3092\u958b\u59cb\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u7c21\u5358\u306a\u4f8b\u3067\u3059\u3002<\/li>\n
  8. theano\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3066\u3001theano.tensor as T\u3068\u3057\u3066\u8aad\u307f\u8fbc\u307f\u307e\u3059\u3002# \u30b7\u30f3\u30dc\u30eb\u5909\u6570\u306e\u4f5c\u6210
    \nx = T.scalar(‘x’)
    \ny = T.scalar(‘y’)<\/p>\n

    # \u6570\u5f0f\u306e\u5b9a\u7fa9
    \nz = x + y<\/p>\n

    # \u95a2\u6570\u306e\u30b3\u30f3\u30d1\u30a4\u30eb
    \nadd = theano.function([x, y], z)<\/p>\n

    # \u95a2\u6570\u306e\u547c\u3073\u51fa\u3057
    \nresult = add(2, 3)
    \nprint(result) # \u51fa\u529b\uff1a5<\/li>\n

  9. \u3053\u306e\u4f8b\u306f\u3001Theano\u3092\u4f7f\u7528\u3057\u3066\u30b7\u30f3\u30dc\u30eb\u5909\u6570\u3092\u4f5c\u6210\u3057\u3001\u6570\u5b66\u5f0f\u3092\u5b9a\u7fa9\u3057\u3001\u30b3\u30f3\u30d1\u30a4\u30eb\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u8a08\u7b97\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ol>\n

    \u4e0a\u8a18\u306fTheano\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u3068\u4f7f\u7528\u65b9\u6cd5\u3067\u3059\u3002\u5b9f\u969b\u306e\u4f7f\u7528\u3067\u306f\u3001Theano\u3092\u4f7f\u7528\u3057\u3066\u3088\u308a\u8907\u96d1\u306a\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u3001\u81ea\u52d5\u5fae\u5206\u306a\u3069\u306e\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3084\u63a8\u8ad6\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    Theano\u306fPython\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3001\u6570\u5f0f\u8a08\u7b97\u306b\u7279\u306b\u6df1\u5c64\u5b66\u7fd2\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306fTheano\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u4f7f\u7528\u65b9\u6cd5\u3067\u3059\u3002 \u4f9d\u5b58\u95a2\u4fc2\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\uff1a\u307e\u305a\u3001Python\u3068NumPy\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d […]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-25078","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\nTheano\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u4f7f\u7528\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\uff1f - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/ja\/blog\/theano\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u4f7f\u7528\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\uff1f\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Theano\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u4f7f\u7528\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\uff1f\" \/>\n<meta property=\"og:description\" content=\"Theano\u306fPython\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3001\u6570\u5f0f\u8a08\u7b97\u306b\u7279\u306b\u6df1\u5c64\u5b66\u7fd2\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306fTheano\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u4f7f\u7528\u65b9\u6cd5\u3067\u3059\u3002 \u4f9d\u5b58\u95a2\u4fc2\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\uff1a\u307e\u305a\u3001Python\u3068NumPy\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/ja\/blog\/theano\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u4f7f\u7528\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\uff1f\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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