{"id":6600,"date":"2024-01-29T16:08:00","date_gmt":"2024-01-29T08:08:00","guid":{"rendered":"https:\/\/ai-stack.ai\/whats-pytorch"},"modified":"2024-12-09T14:18:29","modified_gmt":"2024-12-09T06:18:29","slug":"whats-pytorch","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/ja\/whats-pytorch","title":{"rendered":"PyTorch\u3068\u306f\uff1f\u5165\u9580\u524d\u306b\u77e5\u3063\u3066\u304a\u304f\u3079\u304d\u3053\u3068"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u73fe\u4ee3\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u5206\u91ce\u306b\u304a\u3044\u3066\u3001\u6a5f\u68b0\u5b66\u7fd2\u3068\u4eba\u5de5\u77e5\u80fd\u306e\u91cd\u8981\u6027\u306f\u65e5\u3005\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u591a\u304f\u306e\u30c4\u30fc\u30eb\u3084\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u4e2d\u3067\u3001PyTorch\u306f\u305d\u306e\u5f37\u529b\u306a\u6a5f\u80fd\u3068\u67d4\u8edf\u6027\u3067\u969b\u7acb\u3061\u3001\u79d1\u5b66\u8005\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u7814\u7a76\u8005\u306e\u7b2c\u4e00\u9078\u629e\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3067\u306f\u3001PyTorch\u3068\u306f\u4e00\u4f53\u4f55\u3067\u3001\u306a\u305c\u305d\u308c\u307b\u3069\u91cd\u8981\u306a\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u8a73\u3057\u304f\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"pytorch-\">PyTorch\u3068\u306f\uff1f\u57fa\u672c\u6982\u5ff5<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">PyTorch\u306f\u3001Facebook\u306eAI\u7814\u7a76\u30c1\u30fc\u30e0\u306b\u3088\u3063\u3066\u958b\u767a\u30fb\u7dad\u6301\u3055\u308c\u3066\u3044\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u521d\u671f\u306e\u79d1\u5b66\u8a08\u7b97\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bTorch\u3092\u30d9\u30fc\u30b9\u306b\u3057\u3066\u3044\u307e\u3059\u3002PyTorch\u306f\u5f37\u529b\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u80fd\u529b\u3092\u63d0\u4f9b\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u69d8\u3005\u306a\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u958b\u767a\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"pytorch-\">PyTorch\u306e\u7279\u5fb4\u3068\u5229\u70b9<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"-\">\u52d5\u7684\u8a08\u7b97\u30b0\u30e9\u30d5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">PyTorch\u306e\u52d5\u7684\u8a08\u7b97\u30b0\u30e9\u30d5\uff08Dynamic Computational Graph\uff09\u3001\u5225\u540d\u5373\u6642\uff08Eager\uff09\u5b9f\u884c\u30e2\u30fc\u30c9\u306f\u3001\u305d\u306e\u6700\u3082\u6838\u5fc3\u7684\u306a\u7279\u5fb4\u306e\u4e00\u3064\u3067\u3059\u3002\u5f93\u6765\u306e\u9759\u7684\u8a08\u7b97\u30b0\u30e9\u30d5\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff08TensorFlow 1.x\u306a\u3069\uff09\u3067\u306f\u3001\u958b\u767a\u8005\u306f\u6700\u521d\u306b\u8a08\u7b97\u30b0\u30e9\u30d5\u5168\u4f53\u3092\u5b9a\u7fa9\u3057\u3001\u305d\u308c\u3092\u4e00\u5ea6\u306b\u5b9f\u884c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u4e00\u65b9\u3001PyTorch\u306e\u52d5\u7684\u8a08\u7b97\u30b0\u30e9\u30d5\u3067\u306f\u3001\u958b\u767a\u8005\u306fPython\u30b3\u30fc\u30c9\u306e\u5b9f\u884c\u306e\u5404\u30b9\u30c6\u30c3\u30d7\u3067\u30b0\u30e9\u30d5\u306e\u69cb\u9020\u3092\u4fee\u6b63\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u4ee5\u4e0b\u3092\u610f\u5473\u3057\u307e\u3059\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u67d4\u8edf\u6027\uff1a\u958b\u767a\u8005\u306f\u5b9f\u884c\u6642\u306b\u30b0\u30e9\u30d5\u3092\u4fee\u6b63\u3067\u304d\u308b\u305f\u3081\u3001\u5b9f\u9a13\u7684\u306a\u7814\u7a76\u3084\u8907\u96d1\u306a\u52d5\u7684\u30e2\u30c7\u30eb\u306b\u975e\u5e38\u306b\u6709\u7528\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u76f4\u611f\u6027\uff1a\u52d5\u7684\u8a08\u7b97\u30b0\u30e9\u30d5\u306b\u3088\u308a\u3001\u30c7\u30d0\u30c3\u30b0\u3068\u30e2\u30c7\u30eb\u306e\u7406\u89e3\u304c\u3088\u308a\u7c21\u5358\u306b\u306a\u308a\u307e\u3059\u3002\u5404\u30b9\u30c6\u30c3\u30d7\u3092\u500b\u5225\u306b\u691c\u67fb\u3057\u3001\u8abf\u6574\u3067\u304d\u308b\u304b\u3089\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"-\">\u4f7f\u3044\u3084\u3059\u3055<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">PyTorch\u306eAPI\uff08\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\uff09\u8a2d\u8a08\u306f\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u3092\u91cd\u8996\u3057\u3066\u304a\u308a\u3001\u7279\u306bPython\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u81ea\u7136\u3067\u76f4\u611f\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30bf\u30a4\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u306f\u4ee5\u4e0b\u304c\u542b\u307e\u308c\u307e\u3059\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7c21\u6f54\u306aAPI\uff1aPyTorch\u306eAPI\u8a2d\u8a08\u306f\u7c21\u6f54\u3067\u3001\u6982\u5ff5\u304b\u3089\u5b9f\u969b\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u8ee2\u63db\u304c\u3088\u308a\u8fc5\u901f\u3067\u3059\u3002<\/li>\n\n\n\n<li>Pythonic Nature\uff1aPyTorch\u306fPython\u306e\u7279\u6027\u3068\u6df1\u304f\u7d71\u5408\u3055\u308c\u3066\u304a\u308a\u3001\u958b\u767a\u8005\u306fPython\u306e\u69d8\u3005\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3084\u30c4\u30fc\u30eb\u3092\u7c21\u5358\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"-\">\u5f37\u529b\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">PyTorch\u306f\u5927\u898f\u6a21\u3067\u6d3b\u767a\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3092\u6301\u3061\u3001\u3053\u308c\u306b\u3088\u308a\u30e6\u30fc\u30b6\u30fc\u306b\u8c4a\u5bcc\u306a\u5b66\u7fd2\u30ea\u30bd\u30fc\u30b9\u3068\u6280\u8853\u30b5\u30dd\u30fc\u30c8\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u8ca2\u732e\u306b\u306f\u4ee5\u4e0b\u304c\u542b\u307e\u308c\u307e\u3059\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u30e2\u30c7\u30eb\uff1a\u5e83\u7bc4\u306a\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u30e2\u30c7\u30eb\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u3092\u76f4\u63a5\u5229\u7528\u3057\u305f\u308a\u3001\u3053\u308c\u3092\u30d9\u30fc\u30b9\u306b\u3055\u3089\u306a\u308b\u958b\u767a\u3092\u884c\u3063\u305f\u308a\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c4\u30fc\u30eb\u3068\u30e9\u30a4\u30d6\u30e9\u30ea\uff1a\u8c4a\u5bcc\u306a\u30c4\u30fc\u30eb\u3068\u62e1\u5f35\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u3001\u958b\u767a\u8005\u306e\u6a5f\u68b0\u5b66\u7fd2\u304a\u3088\u3073\u6df1\u5c64\u5b66\u7fd2\u95a2\u9023\u4f5c\u696d\u3092\u52b9\u7387\u7684\u306b\u652f\u63f4\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"-\">\u7814\u7a76\u3068\u751f\u7523\u306b\u9069\u3057\u3066\u3044\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">PyTorch\u306f\u5b66\u8853\u7814\u7a76\u3067\u597d\u307e\u308c\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u5546\u696d\u304a\u3088\u3073\u751f\u7523\u74b0\u5883\u306b\u3082\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u4e3b\u306b\u4ee5\u4e0b\u306e\u7406\u7531\u306b\u3088\u308a\u307e\u3059\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>TorchScript\uff1aTorchScript\u306f\u3001PyTorch\u30e2\u30c7\u30eb\u3092\u30b5\u30fc\u30d0\u30fc\u3084\u30e2\u30d0\u30a4\u30eb\u30c7\u30d0\u30a4\u30b9\u306a\u3069\u3001\u7570\u306a\u308b\u74b0\u5883\u3067\u52b9\u7387\u7684\u306b\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u5909\u63db\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u30e2\u30c7\u30eb\u5909\u63db\u3068\u6700\u9069\u5316\uff1a\u3053\u308c\u306b\u3088\u308a\u3001PyTorch\u3067\u958b\u767a\u3055\u308c\u305f\u30e2\u30c7\u30eb\u306f\u7814\u7a76\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u306b\u9650\u3089\u305a\u3001\u751f\u7523\u30ec\u30d9\u30eb\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5909\u63db\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"gpu-\">GPU\u52a0\u901f\u306e\u30b5\u30dd\u30fc\u30c8<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">PyTorch\u306fNVIDIA\u306eCUDA\u6280\u8853\u3068\u6df1\u304f\u7d71\u5408\u3055\u308c\u3066\u304a\u308a\u3001GPU\u306e\u30cd\u30a4\u30c6\u30a3\u30d6\u30b5\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u4ee5\u4e0b\u3092\u610f\u5473\u3057\u307e\u3059\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ad8\u901f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u63a8\u8ad6\uff1aGPU\u52a0\u901f\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001PyTorch\u306f\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u63a8\u8ad6\u306e\u6642\u9593\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406\uff1a\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3084\u8907\u96d1\u306a\u8a08\u7b97\u3092\u5fc5\u8981\u3068\u3059\u308b\u30e2\u30c7\u30eb\u306b\u306f\u3001GPU\u52a0\u901f\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0a\u3092\u307e\u3068\u3081\u308b\u3068\u3001PyTorch\u306f\u305d\u306e\u52d5\u7684\u8a08\u7b97\u30b0\u30e9\u30d5\u3001\u4f7f\u3044\u3084\u3059\u3055\u3001\u5f37\u529b\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30b5\u30dd\u30fc\u30c8\u3001\u7814\u7a76\u3068\u751f\u7523\u3078\u306e\u9069\u7528\u6027\u306e\u67d4\u8edf\u6027\u3001\u305d\u3057\u3066GPU\u52a0\u901f\u306e\u5229\u70b9\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u5206\u91ce\u3067\u91cd\u8981\u306a\u4f4d\u7f6e\u3092\u5360\u3081\u3066\u3044\u307e\u3059\u3002\u52b9\u7387\u6027\u3068\u67d4\u8edf\u6027\u3092\u8ffd\u6c42\u3059\u308b\u7814\u7a76\u8005\u3068\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u3001PyTorch\u306f\u9593\u9055\u3044\u306a\u304f\u8003\u616e\u306b\u5024\u3059\u308b\u9078\u629e\u80a2\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"pytorch-\">PyTorch\u306e\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3051\u308b\u5fdc\u7528<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">PyTorch\u306f\u3001\u57fa\u672c\u7684\u306a\u753b\u50cf\u8a8d\u8b58\u3084\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u304b\u3089\u3001\u8907\u96d1\u306a\u5f37\u5316\u5b66\u7fd2\u3084GAN\uff08\u6575\u5bfe\u7684\u751f\u6210\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff09\u307e\u3067\u3001\u591a\u304f\u306e\u5206\u91ce\u3067\u5e83\u304f\u5fdc\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u67d4\u8edf\u6027\u306b\u3088\u308a\u3001\u5b66\u8853\u7814\u7a76\u3084\u9769\u65b0\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7406\u60f3\u7684\u306a\u9078\u629e\u80a2\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"infinitix-pytorch-\">infinitix\uff1aPyTorch\u3068\u5171\u306b\u6a5f\u68b0\u5b66\u7fd2\u306e\u65b0\u6642\u4ee3\u3078<\/h2>\n\n\n\n<p 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class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4eca\u65e5\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u5206\u91ce\u306b\u304a\u3044\u3066\u3001\u6a5f\u68b0\u5b66\u7fd2\u3068\u4eba\u5de5\u77e5\u80fd\u306e\u91cd\u8981\u6027\u306f\u307e\u3059\u307e\u3059\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u591a\u304f\u306e\u30c4\u30fc\u30eb\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u4e2d\u3067\u3001PyTorch\u306f\u305d\u306e\u5f37\u529b\u306a\u6a5f\u80fd\u3068\u67d4\u8edf\u6027\u306b\u3088\u308a\u969b\u7acb\u3063\u3066\u304a\u308a\u3001\u79d1\u5b66\u8005\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u7814\u7a76\u8005\u306e\u9593\u3067\u6700\u3082\u9078\u3070\u308c\u308b\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3067\u306f\u3001PyTorch\u3068\u306f\u4e00\u4f53\u4f55\u3067\u3001\u306a\u305c\u3053\u308c\u307b\u3069\u91cd\u8981\u306a\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u4e00\u7dd2\u306b\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n","protected":false},"author":253372381,"featured_media":5310,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_crdt_document":"","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":[96987672,96987620],"tags":[96987687,96987762],"class_list":["post-6600","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-focus","category-featured-articles","tag-ml-ja","tag-pytorch-ja"],"blocksy_meta":[],"acf":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2024\/03\/Featured-Article-05.jpg?fit=824%2C464&quality=100&ct=202603031250&ssl=1","jetpack_shortlink":"https:\/\/wp.me\/ph344V-1Is","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/ai-stack.ai\/ja\/wp-json\/wp\/v2\/posts\/6600","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai-stack.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ai-stack.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/ja\/wp-json\/wp\/v2\/users\/253372381"}],"replies":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/ja\/wp-json\/wp\/v2\/comments?post=6600"}],"version-history":[{"count":0,"href":"https:\/\/ai-stack.ai\/ja\/wp-json\/wp\/v2\/posts\/6600\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/ja\/wp-json\/wp\/v2\/media\/5310"}],"wp:attachment":[{"href":"https:\/\/ai-stack.ai\/ja\/wp-json\/wp\/v2\/media?parent=6600"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ai-stack.ai\/ja\/wp-json\/wp\/v2\/categories?post=6600"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ai-stack.ai\/ja\/wp-json\/wp\/v2\/tags?post=6600"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}