{"id":44411,"date":"2022-12-05T00:23:22","date_gmt":"2022-12-04T15:23:22","guid":{"rendered":"https:\/\/www.sejuku.net\/blog\/?p=44411"},"modified":"2025-12-26T15:00:36","modified_gmt":"2025-12-26T06:00:36","slug":"%e3%80%90%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e5%88%9d%e5%bf%83%e8%80%85%e5%bf%85%e8%a6%8b%e3%80%91windows%e3%81%a7tensorflow%e3%82%92%e4%bd%bf%e3%81%a3%e3%81%a6%e3%81%84%e3%82%8b%e7%94%bb%e9%9d%a2","status":"publish","type":"post","link":"https:\/\/www.sejuku.net\/blog\/44411","title":{"rendered":"\u3010\u6a5f\u68b0\u5b66\u7fd2\u521d\u5fc3\u8005\u5fc5\u898b\u3011Windows\u3067TensorFlow\u3092\u4f7f\u3063\u3066\u3044\u308b\u753b\u9762\u3092\u7d39\u4ecb\uff01"},"content":{"rendered":"\n<p class=\"sp_only\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Windows\u3067TensorFlow\uff08\u30c6\u30f3\u30bd\u30eb\u30d5\u30ed\u30fc\uff09\u3092\u4f7f\u3063\u305f\u624b\u66f8\u304d\u6570\u5b57\u306e\u8a8d\u8b58\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4f5c\u6210\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-group pc_only\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><span style=\"color: #339966;\"><strong>TensorFlow\uff08\u30c6\u30f3\u30bd\u30eb\u30d5\u30ed\u30fc\uff09<\/strong><\/span>\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u6210\u529f\u3057\u307e\u3057\u305f\u304b\uff1f<\/p>\n\n\n\n<p><span style=\"color: #ff0000;\"><strong>Hello World\u3092\u8868\u793a\u3067\u304d\u3066\u3082\u3001\u5168\u7136\u6a5f\u68b0\u5b66\u7fd2\u3058\u3083\u306a\u3044\u3088\u306d\u2026<\/strong><\/span>\u3068\u601d\u3063\u3066\u3044\u307e\u305b\u3093\u304b\uff1f<\/p>\n\n\n\n<p>\u4eca\u56de\u306f\u3001Windows\u3067TensorFlow\u3092\u4f7f\u3063\u3066\u624b\u66f8\u304d\u6570\u5b57\u3092\u5b66\u7fd2\u3057\u3001<span style=\"color: #0000ff;\"><strong>\u81ea\u5206\u3067\u66f8\u3044\u305f\u624b\u66f8\u304d\u6570\u5b57\u306e\u8a8d\u8b58\u306b\u6311\u6226<\/strong><\/span>\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u753b\u9762\u3092\u7d39\u4ecb\u3057\u306a\u304c\u3089\u64cd\u4f5c\u3092\u8aac\u660e\u3057\u307e\u3059\u306e\u3067\u3001TensorFlow\u3092\u3069\u3046\u3084\u3063\u3066\u4f7f\u3046\u306e\u304b\u304c\u3088\u304f\u5206\u304b\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u809d\u5fc3\u306e\u624b\u66f8\u304d\u6570\u5b57\u306e\u8a8d\u8b58\u306b\u3064\u3044\u3066\u306f\u3001\u7d50\u8ad6\u304b\u3089\u8a00\u3046\u3068\u3001\u79c1\u304c\u66f8\u3044\u305f\u6570\u5b57\u306f50%\uff084\u500b\u4e2d2\u500b\uff09\u306e\u78ba\u7387\u3067\u8a8d\u8b58\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u305c\u3072\u3001\u3053\u306e\u8a18\u4e8b\u306e\u3068\u304a\u308a\u306b\u64cd\u4f5c\u3057\u3066\u3001\u3042\u306a\u305f\u304c\u66f8\u3044\u305f\u6570\u5b57\u3092\u8a8d\u8b58\u3067\u304d\u308b\u304b\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"swell-block-capbox cap_box is-style-intext\"><div class=\"cap_box_ttl\"><span>\u3053\u306e\u8a18\u4e8b\u306e\u8981\u7d04<\/span><\/div><div class=\"cap_box_content\">\n<ul class=\"wp-block-list is-style-check_list\">\n<li><strong>TensorFlow\u306f\u6a5f\u68b0\u5b66\u7fd2\u3084\u6df1\u5c64\u5b66\u7fd2\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5b9f\u88c5\u306b\u4f7f\u3046\u30e9\u30a4\u30d6\u30e9\u30ea<\/strong><\/li>\n\n\n\n<li><strong>TensorFlow\u3092\u4f7f\u3046\u306b\u306f\u6a5f\u68b0\u5b66\u7fd2\u3084\u6df1\u5c64\u5b66\u7fd2\u30fbPython\u306e\u77e5\u8b58\u304c\u5fc5\u8981<\/strong><\/li>\n\n\n\n<li><strong>\u624b\u66f8\u304d\u6570\u5b57\u306e\u8a8d\u8b58\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4f5c\u6210\u306f\u300ccnn_mnist.py\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u300d\u304b\u3089\u59cb\u3081\u308b<\/strong><\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<p class=\"u-mb-ctrl u-mb-10\">\u300cAI\u958b\u767a\u3084\u751f\u6210AI\u3092\u4f7f\u3044\u3053\u306a\u3059\u30b9\u30ad\u30eb\u306f\u6b32\u3057\u3044\u3051\u3069\u3001\u81ea\u529b\u3067\u8eab\u306b\u3064\u3051\u3089\u308c\u308b\u81ea\u4fe1\u304c\u306a\u3044&#8230;\u300d<\/p>\n\n<p class=\"u-mb-ctrl u-mb-10\">\u305d\u3093\u306a\u4e0d\u5b89\u3092\u62b1\u3048\u3066\u3044\u308b\u4eba\u306f\u3001\u305c\u3072\u4e00\u5ea6\u300c<a href=\"https:\/\/lp.sejuku.net\/lp1_blog_01\/?cid=lp_text_cta\">\u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2<\/a>\u300d\u3092\u304a\u8a66\u3057\u304f\u3060\u3055\u3044\u3002<\/p>\n\n<p class=\"u-mb-ctrl u-mb-10\">\u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u306f\u3001\u73fe\u5f79\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u5b66\u7fd2\u30b3\u30fc\u30c1\u306e<strong><span class=\"swl-marker mark_yellow\">2\u540d\u4f53\u5236\u3067<\/span><strong>\u5b66\u7fd2\u3092\u30b5\u30dd\u30fc\u30c8<\/strong><\/strong>\u3002AI\u958b\u767a\u304b\u3089ChatGPT\u3068\u3044\u3063\u305f\u751f\u6210AI\u306e\u6d3b\u7528\u30b9\u30ad\u30eb\u307e\u3067\u3092\u4e00\u8cab\u3057\u3066\u8eab\u306b\u3064\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n<p class=\"u-mb-ctrl u-mb-10\">\u3053\u308c\u307e\u3067<strong><span class=\"swl-marker mark_yellow\">4\u4e075,000\u540d\u4ee5\u4e0a\u306e<\/span>\u53d7\u8b1b\u751f\u3092\u6307\u5c0e\u3057\u3066\u304d\u305f<\/strong>\u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u306a\u3089\u3001\u672a\u7d4c\u9a13\u304b\u3089\u3067\u3082\u632b\u6298\u306a\u304fAI\u3092\u4f7f\u3044\u3053\u306a\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3088\u3002<\/p>\n\n<p class=\"has-text-align-center u-mb-ctrl u-mb-0\">\uff3c \u7d66\u4ed8\u91d1\u3067\u53d7\u8b1b\u6599\u304c\u6700\u592780%OFF \uff0f<a href=\"https:\/\/lp.sejuku.net\/lp1_blog_02?cid=pro_howto_normal_pr_Normal_sbid-3286\"><\/a><\/p>\n\n<div class=\"swell-block-button is-style-btn_shiny\" data-id=\"2121d67d\"><a href=\"https:\/\/lp.sejuku.net\/lp1_blog_01\/?cid=lp_text_cta\" class=\"swell-block-button__link\"><span>\u516c\u5f0f\u30b5\u30a4\u30c8\u3067\u8a73\u7d30\u3092\u898b\u308b<\/span><\/a><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">TensorFlow\u3068\u306f\uff1f<\/h2>\n\n\n\n<p><span style=\"color: #339966;\"><strong>TensorFlow<\/strong><\/span>\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084\u6df1\u5c64\u5b66\u7fd2\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5b9f\u88c5\u3059\u308b\u969b\u306b\u4f7f\u7528\u3067\u304d\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002<\/p>\n\n\n\n<p>TensorFlow\u3068\u306f\u4f55\u304b\uff1f\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3067\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u3088\u304f\u5206\u304b\u3089\u306a\u3044\u65b9\u306f\u78ba\u8a8d\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u306d\u3002<\/p>\n\n\n            <a href=\"https:\/\/www.sejuku.net\/blog\/38134\" class=\"blog-card-anchor\">\n                <div class=\"blog-card\">\n                <div class=\"blog-card-content\">\n                    <div class=\"blog-card-thumbnail\">\n                    <img decoding=\"async\" class=\"blog-card-thumbnail-img\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2017\/11\/Tensor-150x85.png\">\n                    <\/div>\n                    <div class=\"blog-card-title-wrap\">\n                    <div class=\"blog-card-title\">TensorFlow\u3068\u306f\uff1f\u6a5f\u68b0\u5b66\u7fd2\u306b\u5fc5\u9808\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u7d39\u4ecb<\/div>\n                    <div class=\"blog-card-update-date\">\u66f4\u65b0\u65e5\uff1a2025\u5e7412\u670826\u65e5<\/div>\n                    <\/div>\n                <\/div>\n                <\/div>\n            <\/a>\n            \n\n\n\n<p>\u306a\u304a\u3001IT\u4f01\u696d\u3078\u306e\u8ee2\u8077\u3084\u526f\u696d\u3067\u306e\u53ce\u5165\u7372\u5f97\u3092\u898b\u636e\u3048\u305fTensorFlow\u5b66\u7fd2\u306b\u5411\u3051\u3001\u3069\u306e\u8a00\u8a9e\u304c\u81ea\u5206\u306b\u3042\u3046\u306e\u304b\u3001\u3069\u3046\u52c9\u5f37\u3092\u9032\u3081\u308c\u3070\u3044\u3044\u306e\u304b\u306a\u3069\u304c\u3042\u3044\u307e\u3044\u306a\u4eba\u306f\u300c<a href=\"https:\/\/www.sejuku.net\/blog\/diagnose\/?cid=btn_article_jobdiagnose\">\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u5b66\u7fd2\u30d7\u30e9\u30f3\u8a3a\u65ad<\/a>\u300d\u3092\u304a\u8a66\u3057\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u304b\u304b\u308b\u6642\u9593\u306f1\u5206\u307b\u3069\u30024\u3064\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b\u3060\u3051\u3067\u3001\u3042\u306a\u305f\u306b\u3042\u3046\u8a00\u8a9e\u3084\u5b66\u7fd2\u30d7\u30e9\u30f3\u3092\u8a3a\u65ad\u3057\u3066\u3082\u3089\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u52b9\u7387\u3088\u304f\u30b9\u30ad\u30eb\u7fd2\u5f97\u3057\u305f\u3044\u4eba\u306f\u3001\u305c\u3072\u4e00\u5ea6\u304a\u8a66\u3057\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center u-mb-ctrl u-mb-0\">\uff3c 4\u3064\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b\u3060\u3051 \uff0f<\/p>\n\n\n\n<div class=\"swell-block-button is-style-btn_shiny\"><a href=\"https:\/\/www.sejuku.net\/blog\/diagnose\/?cid=btn_article_jobdiagnose\" class=\"swell-block-button__link\" data-has-icon=\"1\"><span>\u3010\u7121\u6599\u30111\u5206\u3067\u8a3a\u65ad\u3057\u3066\u307f\u308b<\/span><svg class=\"__icon -right\" height=\"1em\" width=\"1em\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" viewBox=\"0 0 48 48\"><path d=\"M44 27H4v-3h36.7l-5.8-6.5 2.2-2 8 9z\"><\/path><\/svg><\/a><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">TensorFlow\u3092\u59cb\u3081\u308b\u524d\u306b<\/h2>\n\n\n\n<p>TensorFlow\u3092\u59cb\u3081\u308b\u524d\u306b\u3001\u5fc5\u8981\u306a\u77e5\u8b58\u3068\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u78ba\u8a8d\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u5fc5\u8981\u306a\u77e5\u8b58\u306f\u3001<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"color: #ff0000;\"><strong>\u6a5f\u68b0\u5b66\u7fd2\u3084\u6df1\u5c64\u5b66\u7fd2\u306e\u5206\u91ce\u306e\u77e5\u8b58<\/strong><\/span><\/li>\n\n\n\n<li><span style=\"color: #ff0000;\"><strong>Python\u306e\u77e5\u8b58<\/strong><\/span><\/li>\n\n\n\n<li><span style=\"color: #ff0000;\"><strong>NumPy\u306a\u3069\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u77e5\u8b58<\/strong><\/span><\/li>\n<\/ul>\n\n\n\n<p>\u5fc5\u8981\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span style=\"color: #339966;\"><strong>Python<\/strong><\/span><\/li>\n\n\n\n<li><span style=\"color: #339966;\"><strong>TensorFlow<\/strong><\/span><\/li>\n\n\n\n<li><span style=\"color: #339966;\"><strong>\u305d\u306e\u4ed6\u306e\u30e9\u30a4\u30d6\u30e9\u30ea<\/strong><\/span><\/li>\n<\/ul>\n\n\n\n<p>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u304b\u3089\u3001TensorFlow\u3092\u59cb\u3081\u308b\u524d\u306b<span style=\"color: #0000ff;\"><strong>\u300c\u6a5f\u68b0\u5b66\u7fd2\u306e\u5bfe\u8c61\u3068\u3059\u308b\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u300d<\/strong><\/span>\u304c\u5fc5\u8981\u3067\u3042\u308b\u3053\u3068\u3082\u5fd8\u308c\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u3061\u306a\u307f\u306b\u3001TensorFlow\u306b\u306f\u3001<span style=\"color: #339966;\"><strong>TensorFlow for Java<\/strong><\/span>\u3084\u3001<span style=\"color: #339966;\"><strong>TensorFlow for C<\/strong><\/span>\u306e\u3088\u3046\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u3053\u308c\u3089\u306f<span style=\"color: #339966;\"><strong>Python<\/strong><\/span>\u306eTensorFlow\u3067\u5b66\u7fd2\u3057\u305f\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3059\u308b\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u306a\u304a\u3001IT\u4f01\u696d\u3078\u306e\u8ee2\u8077\u3084\u526f\u696d\u3067\u306e\u53ce\u5165\u7372\u5f97\u3092\u898b\u636e\u3048\u3001\u72ec\u5b66\u3067TensorFlow\u3068\u3044\u3063\u305fAI\u30b9\u30ad\u30eb\u3092\u7fd2\u5f97\u3067\u304d\u308b\u304b\u4e0d\u5b89\u306a\u4eba\u306f\u300c<a href=\"https:\/\/lp.sejuku.net\/lp1_blog_01\/?cid=btn_article_lp\">\u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2<\/a>\u300d\u3092\u304a\u8a66\u3057\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u306f\u3001\u73fe\u5f79\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u5b66\u7fd2\u30b3\u30fc\u30c1\u306e2\u540d\u4f53\u5236\u3067\u5b66\u7fd2\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3082\u3089\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300c\u53d7\u8b1b\u751f\u306e\u5b66\u7fd2\u5b8c\u4e86\u738798%\u300d\u300c\u7d2f\u8a08\u53d7\u8b1b\u8005\u65704\u4e075,000\u540d\u4ee5\u4e0a\u300d\u3068\u3044\u3046\u5b9f\u7e3e\u304b\u3089\u3082\u3001\u4f8d\u30a8\u30f3\u30b8\u30cb\u30a2\u306a\u3089\u672a\u7d4c\u9a13\u304b\u3089\u3067\u3082\u632b\u6298\u306a\u304f\u8ee2\u8077\u3084\u526f\u696d\u53ce\u5165\u306e\u7372\u5f97\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3088\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center u-mb-ctrl u-mb-0\">\uff3c \u7d66\u4ed8\u91d1\u3067\u53d7\u8b1b\u6599\u304c\u6700\u592780%OFF \uff0f<a href=\"https:\/\/lp.sejuku.net\/lp1_blog_02?cid=pro_howto_normal_pr_Normal_sbid-3286\"><\/a><\/p>\n\n\n\n<div class=\"swell-block-button is-style-btn_normal\"><a href=\"https:\/\/lp.sejuku.net\/lp1_blog_01\/?cid=btn_article_lp\" class=\"swell-block-button__link\"><span>\u516c\u5f0f\u30b5\u30a4\u30c8\u3067\u8a73\u7d30\u3092\u898b\u308b<\/span><\/a><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">TensorFlow\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n\n\n\n<p>TensorFlow\u306f\u975e\u5e38\u306b\u65b0\u3057\u3044\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3001\u983b\u7e41\u306b\u66f4\u65b0\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>TensorFlow 1.0\uff1a2017\u5e742\u6708<br>TensorFlow 1.1\uff1a2017\u5e744\u6708<br>TensorFlow 1.2\uff1a2017\u5e746\u6708<br>TensorFlow 1.3\uff1a2017\u5e748\u6708<br>TensorFlow 1.4\uff1a2017\u5e7411\u6708<br>TensorFlow 1.5\uff1a2018\u5e741\u6708<\/p>\n\n\n\n<p><span style=\"color: #ff0000;\"><strong>\u30d0\u30fc\u30b8\u30e7\u30f3\u306b\u3088\u3063\u3066\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806\u304c\u5909\u308f\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059<\/strong><\/span>\u306e\u3067\u3001\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>2018\u5e741\u6708\u306b\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305fTensorFlow 1.5\u3092Windows 10\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u624b\u9806\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3067\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>GPU\u7248TensorFlow\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u3082\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u305c\u3072\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n            <a href=\"https:\/\/www.sejuku.net\/blog\/43784\" class=\"blog-card-anchor\">\n                <div class=\"blog-card\">\n                <div class=\"blog-card-content\">\n                    <div class=\"blog-card-thumbnail\">\n                    <img decoding=\"async\" class=\"blog-card-thumbnail-img\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/howto-01-2025-01-21T230320.990-150x85.png\">\n                    <\/div>\n                    <div class=\"blog-card-title-wrap\">\n                    <div class=\"blog-card-title\">TensorFlow\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u307e\u3068\u3081\uff01\u3067\u304d\u306a\u3044\u6642\u306e\u5bfe\u51e6\u6cd5\u3082\u7d39\u4ecb<\/div>\n                    <div class=\"blog-card-update-date\">\u66f4\u65b0\u65e5\uff1a2025\u5e7412\u670826\u65e5<\/div>\n                    <\/div>\n                <\/div>\n                <\/div>\n            <\/a>\n            \n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u4e0a\u306e\u8a18\u4e8b\u306b\u5f93\u3063\u3066<span style=\"color: #339966;\"><strong>GPU\u7248TensorFlow<\/strong><\/span>\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u74b0\u5883\u306e\u64cd\u4f5c\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u306e\u5185\u5bb9\u306fCPU\u7248TensorFlow\u3067\u3082\u554f\u984c\u306a\u304f\u52d5\u4f5c\u3057\u307e\u3059\u304c\u3001<span style=\"color: #0000ff;\"><strong>GPU\u7248TensorFlow\u3067\u3042\u308c\u3070\u7d041.5\u79d2<\/strong><\/span>\u3067\u7d42\u308f\u308b\u51e6\u7406\u304c\u3001<span style=\"color: #ff0000;\"><strong>CPU\u7248TensorFlow\u3067\u306f\u7d0430\u79d2<\/strong><\/span>\u304b\u304b\u308a\u307e\u3057\u305f\u306e\u3067\u3001<span style=\"color: #0000ff;\"><strong>GPU\u7248TensorFlow\u3092\u8d85\u30aa\u30b9\u30b9\u30e1<\/strong><\/span>\u3057\u307e\u3059\uff01<\/p>\n\n\n\n<p>\u306a\u304a\u3001IT\u306e\u4ed5\u4e8b\u306b\u8208\u5473\u306f\u3042\u308b\u3082\u306e\u306e\u3001\u3069\u306e\u8077\u7a2e\u304c\u81ea\u5206\u306b\u3042\u3046\u306e\u304b\u308f\u304b\u3089\u306a\u3044\u4eba\u3082\u3044\u307e\u3059\u3088\u306d\u3002\u305d\u3093\u306a\u4eba\u306f\u300c<a href=\"https:\/\/www.sejuku.net\/blog\/job-diagnose\/?cid=btn_article_jobdiagnose\">IT\u30ad\u30e3\u30ea\u30a2\u8a3a\u65ad<\/a>\u300d\u3092\u304a\u8a66\u3057\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u304b\u304b\u308b\u6642\u9593\u306f\u305f\u3063\u305f\u306e1\u5206\u30025\u3064\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b\u3060\u3051\u3067\u3001\u81ea\u5206\u306b\u3042\u3046IT\u8077\u7a2e\u3092\u8a3a\u65ad\u3057\u3066\u3082\u3089\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u81ea\u8eab\u306b\u9069\u3057\u305f\u8077\u7a2e\u304c\u77e5\u308a\u305f\u3044\u4eba\u306f\u3001\u624b\u8efd\u306b\u8a66\u3057\u3066\u307f\u308b\u3068\u826f\u3044\u3067\u3059\u3088\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center u-mb-ctrl u-mb-0\">\uff3c 5\u3064\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b\u3060\u3051 \uff0f<\/p>\n\n\n\n<div class=\"swell-block-button is-style-btn_shiny\"><a href=\"https:\/\/www.sejuku.net\/blog\/job-diagnose\/?cid=btn_article_jobdiagnose\" class=\"swell-block-button__link\" data-has-icon=\"1\"><span>\u3010\u7121\u6599\u30111\u5206\u3067\u8a3a\u65ad\u3057\u3066\u307f\u308b<\/span><svg class=\"__icon -right\" height=\"1em\" width=\"1em\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" viewBox=\"0 0 48 48\"><path d=\"M44 27H4v-3h36.7l-5.8-6.5 2.2-2 8 9z\"><\/path><\/svg><\/a><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u624b\u66f8\u304d\u6570\u5b57\u306e\u8a8d\u8b58\u306b\u6311\u6226\uff01<\/h2>\n\n\n\n<p>\u304a\u5f85\u305f\u305b\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>TensorFlow\u3067\u6a5f\u68b0\u5b66\u7fd2\u3068\u3044\u3048\u3070\u3001<span style=\"color: #339966;\"><strong>\u624b\u66f8\u304d\u6570\u5b57\u306e\u8a8d\u8b58\u30d7\u30ed\u30b0\u30e9\u30e0<\/strong><\/span>\u304c\u6709\u540d\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u304b\u3089\u306fTensorFlow\u3092\u4f7f\u3063\u3066\u3001\u624b\u66f8\u304d\u6570\u5b57\u306e\u8a8d\u8b58\u306b\u6311\u6226\u3057\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u300c\u624b\u66f8\u304d\u6570\u5b57\u306e\u8a8d\u8b58\u30d7\u30ed\u30b0\u30e9\u30e0\u300d\u3068\u306f\u3001<span style=\"color: #0000ff;\"><strong>\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u753b\u50cf\u3092\u8aad\u307f\u8fbc\u3080\u3068\u3001\u300c3\u300d\u304c\u8fd4\u3063\u3066\u304f\u308b\u30d7\u30ed\u30b0\u30e9\u30e0<\/strong><\/span>\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"28\" height=\"28\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/80c7a6f3ddc8e6659d819b5983805267.png\" alt=\"\u30b5\u30f3\" class=\"wp-image-44420\"\/><\/figure>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u624b\u66f8\u304d\u6570\u5b57\u306e\u8a8d\u8b58\u30d7\u30ed\u30b0\u30e9\u30e0\uff08<span style=\"color: #339966;\"><strong>cnn_mnist.py<\/strong><\/span>\uff09\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u3001\u624b\u5143\u306ePC\u306b\u6a5f\u68b0\u5b66\u7fd2\u3092\u3055\u305b\u3066\u3001\u4e0a\u306e\u753b\u50cf\u3092\u8aad\u307f\u8fbc\u307e\u305b\u3066\u300c3\u300d\u3068\u8868\u793a\u3055\u305b\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">cnn_mnist.py\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b<\/h3>\n\n\n\n<p>TensorFlow\u306e\u30b5\u30a4\u30c8\u306b\u3001<span style=\"color: #339966;\"><strong>\u300cA Guide to TF Layers: Building a Convolutional Neural Network\u300d<\/strong><\/span>\uff08TensorFlow\u30ec\u30a4\u30e4\u30fc\u30ac\u30a4\u30c9\uff1a\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u69cb\u7bc9\uff09\u3068\u3044\u3046\u30da\u30fc\u30b8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/www.tensorflow.org\/tutorials\/layers\" target=\"_blank\" rel=\"noopener\">https:\/\/www.tensorflow.org\/tutorials\/layers<\/a><\/p>\n\n\n\n<p>\u4e0a\u306e\u30da\u30fc\u30b8\u3067\u306f\u3001\u8a73\u7d30\u306a\u89e3\u8aac\u3092\u4ea4\u3048\u3064\u3064\u3001\u624b\u66f8\u304d\u6570\u5b57\u306e\u8a8d\u8b58\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u8a73\u7d30\u306a\u89e3\u8aac\u306f\u4e0a\u306e\u30da\u30fc\u30b8\u306b\u304a\u4efb\u305b\u3057\u3066\u3001<span style=\"color: #0000ff;\"><strong>\u89e3\u8aac\u3055\u308c\u3066\u3044\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u8a66\u3057\u3066\u307f\u308b<\/strong><\/span>\u3053\u3068\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u306f\u3001\u4ee5\u4e0b\u306e\u30da\u30fc\u30b8\u304b\u3089\u3001<span style=\"color: #339966;\"><strong>cnn_mnist.py<\/strong><\/span>\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/github.com\/tensorflow\/tensorflow\/blob\/r1.5\/tensorflow\/examples\/tutorials\/layers\/cnn_mnist.py\" target=\"_blank\" rel=\"noopener\">https:\/\/github.com\/tensorflow\/tensorflow\/blob\/r1.5\/tensorflow\/examples\/tutorials\/layers\/cnn_mnist.py<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u624b\u66f8\u304d\u6570\u5b57\u3092\u5b66\u7fd2\u3059\u308b<\/h3>\n\n\n\n<p>\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305fcnn_mnist.py\u306f\u3001Python\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u6a5f\u68b0\u5b66\u7fd2\u3092\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001Python\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4ed6\u306b\u3001<span style=\"color: #ff0000;\"><strong>\u5927\u91cf\u306e\u624b\u66f8\u304d\u6570\u5b57\u306e\u30c7\u30fc\u30bf\u304c\u5fc5\u8981\u3067\u3042\u308b<\/strong><\/span>\u3053\u3068\u306f\u3001\u3059\u3067\u306b\u8aac\u660e\u3057\u305f\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u3067\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306b\u5fc5\u8981\u306a\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306f\u3069\u3053\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308c\u3070\u3044\u3044\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n\n\n\n<p>\u5b9f\u306f\u3001cnn_mnist.py\u306e\u4ee5\u4e0b\u306e\u90e8\u5206\u3067\u3001\u6a5f\u68b0\u5b66\u7fd2\u306b\u5fc5\u8981\u306a\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u4ed5\u7d44\u307f\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">mnist = tf.contrib.learn.datasets.load_dataset(\"mnist\")<\/pre>\n\n\n\n<p>\u3055\u3066\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6e96\u5099\u304c\u3067\u304d\u3066\u3001\u30c7\u30fc\u30bf\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u306b\u3082\u76ee\u51e6\u304c\u7acb\u3063\u305f\u3068\u3053\u308d\u3067\u3001<span style=\"color: #0000ff;\"><strong>TensorFlow\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u74b0\u5883\u3067\u6a5f\u68b0\u5b66\u7fd2\u3092\u5b9f\u884c\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/strong><\/span><\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001<span style=\"color: #339966;\"><strong>Anaconda Navigator<\/strong><\/span>\u304b\u3089<span style=\"color: #339966;\"><strong>GPU\u7248TensorFlow<\/strong><\/span>\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305fPython\u74b0\u5883\u3092\u8d77\u52d5\u3057\u3066\u3001\u300cD:\\TensorFlow\u300d\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3057\u305f<span style=\"color: #339966;\"><strong>cnn_mnist.py<\/strong><\/span>\u3092\u5b9f\u884c\u3059\u308b\u64cd\u4f5c\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\uff081\uff09Anaconda Navigator\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\uff082\uff09<span style=\"color: #339966;\"><strong>\u300cEnvironment\u300d<\/strong><\/span>\u3092\u30af\u30ea\u30c3\u30af\u5f8c\u3001<span style=\"color: #339966;\"><strong>\u300ctensorflow-gpu\u300d<\/strong><\/span>\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001<span style=\"color: #339966;\"><strong>\u300c&#x25b6;\u300d<\/strong><\/span>\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001<span style=\"color: #339966;\"><strong>\u300cOpen Terminal\u300d<\/strong><\/span>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1339\" height=\"832\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use01.png\" alt=\"tens-use01\" class=\"wp-image-44422\" srcset=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use01.png 1339w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use01-150x93.png 150w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use01-300x186.png 300w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use01-640x398.png 640w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use01-810x503.png 810w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use01-1140x708.png 1140w\" sizes=\"(max-width: 1339px) 100vw, 1339px\" \/><\/figure>\n\n\n\n<p>\uff083\uff09<span style=\"color: #339966;\"><strong>\u300cD:\u300d<\/strong><\/span>\u3068\u5165\u529b\u3057\u3001Enter\u30ad\u30fc\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"499\" height=\"332\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use02.png\" alt=\"tens-use02\" class=\"wp-image-44423\" srcset=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use02.png 499w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use02-150x100.png 150w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use02-300x200.png 300w\" sizes=\"(max-width: 499px) 100vw, 499px\" \/><\/figure>\n\n\n\n<p>\uff084\uff09<span style=\"color: #339966;\"><strong>\u300ccd TensorFlow\u300d<\/strong><\/span>\u3068\u5165\u529b\u3057\u3001Enter\u30ad\u30fc\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"499\" height=\"332\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use03.png\" alt=\"tens-use03\" class=\"wp-image-44424\" srcset=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use03.png 499w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use03-150x100.png 150w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use03-300x200.png 300w\" sizes=\"(max-width: 499px) 100vw, 499px\" \/><\/figure>\n\n\n\n<p>\uff085\uff09<span style=\"color: #339966;\"><strong>\u300cpython cnn_mnist.py\u300d<\/strong><\/span>\u3068\u5165\u529b\u3057\u3001Enter\u30ad\u30fc\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"499\" height=\"332\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use04.png\" alt=\"tens-use04\" class=\"wp-image-44425\" srcset=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use04.png 499w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use04-150x100.png 150w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use04-300x200.png 300w\" sizes=\"(max-width: 499px) 100vw, 499px\" \/><\/figure>\n\n\n\n<p>\u3053\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u306f\u3001\u624b\u66f8\u304d\u6570\u5b57\u3092\u8a8d\u8b58\u3055\u305b\u308b\u969b\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3068\u3057\u3066\u3001<span style=\"color: #339966;\"><strong>MNIST<\/strong><\/span>\u3068\u547c\u3070\u308c\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u521d\u3081\u3066\u5b9f\u884c\u3059\u308b\u3068\u304d\u306f\u3001MNIST\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u306e\u3067\u5c11\u3057\u4f59\u8a08\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5b9f\u884c\u4e2d\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u753b\u9762\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"499\" height=\"332\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use05.png\" alt=\"tens-use05\" class=\"wp-image-44426\" srcset=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use05.png 499w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use05-150x100.png 150w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use05-300x200.png 300w\" sizes=\"(max-width: 499px) 100vw, 499px\" \/><\/figure>\n\n\n\n<p><span style=\"color: #339966;\"><strong>\u300cstep = 4801\u300d<\/strong><\/span>\u306e\u90e8\u5206\u304c\u3001<span style=\"color: #0000ff;\"><strong>20000\u306b\u306a\u308b\u3068\u7d42\u4e86<\/strong><\/span>\u3067\u3059\u306e\u3067\u3001\u7d42\u4e86\u3059\u308b\u307e\u3067\u5f85\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u203b2\u56de\u76ee\u306e\u5b9f\u884c\u3067\u306f\u300120000\u304b\u3089\u59cb\u307e\u308a40000\u306b\u306a\u308b\u3068\u7d42\u4e86\u3057\u307e\u3059\u3002\u3053\u308c\u3092\u30ea\u30bb\u30c3\u30c8\u3059\u308b\u306b\u306f\u3001<span style=\"color: #339966;\"><strong>\u300cD:\/tmp\/mnist_convnet_model\u300d<\/strong><\/span>\u30d5\u30a9\u30eb\u30c0\u3092\u524a\u9664\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7d42\u4e86\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"499\" height=\"332\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use06.png\" alt=\"tens-use06\" class=\"wp-image-44428\" srcset=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use06.png 499w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use06-150x100.png 150w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use06-300x200.png 300w\" sizes=\"(max-width: 499px) 100vw, 499px\" \/><\/figure>\n\n\n\n<p>accuracy\uff08\u6b63\u78ba\u3055\uff09\u306b\u300c0.97\u300d\u3068\u8868\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u306e\u3067\u3001<span style=\"color: #0000ff;\"><strong>\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u3046\u3061\u306e97%\u3092\u6b63\u78ba\u306b\u8a8d\u8b58\u3067\u304d\u305f<\/strong><\/span>\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30da\u30a4\u30f3\u30c8\u3067\u624b\u66f8\u304d\u6570\u5b57\u3092\u6e96\u5099\u3059\u308b<\/h3>\n\n\n\n<p>\u3053\u3053\u307e\u3067\u8aad\u3093\u3067\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u304c\u3001<span style=\"color: #ff0000;\"><strong>\u6b8b\u5ff5\u306a\u304c\u3089\u5b9f\u611f\u304c\u6e67\u304d\u307e\u305b\u3093\u306d\u3002<\/strong><\/span><\/p>\n\n\n\n<p>\u305d\u3053\u3067\u3001\u3053\u3053\u304b\u3089\u306f\u3001\u5b9f\u969b\u306b<span style=\"color: #0000ff;\"><strong>\u624b\u66f8\u304d\u6570\u5b57\u3092\u66f8\u3044\u3066\u307f\u3066\u3001\u6b63\u3057\u304f\u8a8d\u8b58\u3067\u304d\u308b\u304b<\/strong><\/span>\uff08PC\u304c\u7406\u89e3\u3067\u304d\u308b\u6570\u5b57\u3092\u66f8\u3051\u308b\u304b\uff09\u3092\u78ba\u8a8d\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u306f\u3001Windows\u6a19\u6e96\u306e<span style=\"color: #339966;\"><strong>\u30da\u30a4\u30f3\u30c8<\/strong><\/span>\u3067\u624b\u66f8\u304d\u6570\u5b57\u3092\u4f5c\u6210\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\uff081\uff09\u30da\u30a4\u30f3\u30c8\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7528\u610f\u3059\u308b\u753b\u50cf\u306f\u3001\u7e2628\u30d4\u30af\u30bb\u30eb\u00d7\u6a2a28\u30d4\u30af\u30bb\u30eb\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u5927\u304d\u3055\u3067\u306f\u3001\u5c0f\u3055\u3059\u304e\u3066\u6570\u5b57\u3092\u66f8\u304f\u306e\u306f\u96e3\u3057\u3044\u306e\u3067\u3001\u5927\u304d\u3044\u753b\u50cf\u306b\u6570\u5b57\u3092\u66f8\u3044\u3066\u304b\u3089\u7e2e\u5c0f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\uff082\uff09<span style=\"color: #339966;\"><strong>\u300c\u30b5\u30a4\u30ba\u5909\u66f4\u300d<\/strong><\/span>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"400\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use07.png\" alt=\"tens-use07\" class=\"wp-image-44431\" srcset=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use07.png 700w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use07-150x86.png 150w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use07-300x171.png 300w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use07-640x366.png 640w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<p>\uff083\uff09<span style=\"color: #339966;\"><strong>\u300c\u30d4\u30af\u30bb\u30eb\u300d<\/strong><\/span>\u3092\u9078\u629e\u3057\u3001<span style=\"color: #339966;\"><strong>\u300c\u7e26\u6a2a\u6bd4\u3092\u7dad\u6301\u3059\u308b\u300d<\/strong><\/span>\u306e\u30c1\u30a7\u30c3\u30af\u3092\u5916\u3057\u3066\u3001<span style=\"color: #339966;\"><strong>\u300c\u6c34\u5e73\u65b9\u5411\u300d<\/strong><\/span>\u3068<span style=\"color: #339966;\"><strong>\u300c\u5782\u76f4\u65b9\u5411\u300d<\/strong><\/span>\u306b<span style=\"color: #339966;\"><strong>\u300c280\u300d<\/strong><\/span>\u3068\u5165\u529b\u3057\u3001<span style=\"color: #339966;\"><strong>\u300cOK\u300d<\/strong><\/span>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"268\" height=\"401\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use08.png\" alt=\"tens-use08\" class=\"wp-image-44432\" srcset=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use08.png 268w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use08-100x150.png 100w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use08-200x300.png 200w\" sizes=\"(max-width: 268px) 100vw, 268px\" \/><\/figure>\n\n\n\n<p>\uff084\uff09<span style=\"color: #339966;\"><strong>\u300c\u30d6\u30e9\u30b7\u300d<\/strong><\/span>\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001<span style=\"color: #339966;\"><strong>\u300c\u30af\u30ec\u30e8\u30f3\u300d<\/strong><\/span>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"400\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use09.png\" alt=\"tens-use09\" class=\"wp-image-44433\" srcset=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use09.png 700w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use09-150x86.png 150w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use09-300x171.png 300w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use09-640x366.png 640w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<p>\u624b\u66f8\u304d\u3068\u8a00\u3048\u3070\u3001\u30af\u30ec\u30e8\u30f3\u3060\u3068\u601d\u3044\u307e\u3057\u305f\u304c\u3001\u307b\u304b\u306e\u30d6\u30e9\u30b7\u3067\u3082\u6311\u6226\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u306d\u3002<\/p>\n\n\n\n<p>\uff085\uff09\u767d\u3044\u30ad\u30e3\u30f3\u30d0\u30b9\u3092\u30c9\u30e9\u30c3\u30b0\u3059\u308b\u3068\u7dda\u304c\u66f8\u3051\u307e\u3059\u306e\u3067\u3001<span style=\"color: #339966;\"><strong>\u300c8\u300d<\/strong><\/span>\u3092\u66f8\u304d\u3001<span style=\"color: #339966;\"><strong>\u300c\u30b5\u30a4\u30ba\u5909\u66f4\u300d<\/strong><\/span>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"461\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use10.png\" alt=\"tens-use10\" class=\"wp-image-44434\" srcset=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use10.png 700w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use10-150x99.png 150w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use10-300x198.png 300w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use10-640x421.png 640w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<p>\uff086\uff09<span style=\"color: #339966;\"><strong>\u300c\u30d4\u30af\u30bb\u30eb\u300d<\/strong><\/span>\u3092\u9078\u629e\u3057\u3001<span style=\"color: #339966;\"><strong>\u300c\u6c34\u5e73\u65b9\u5411\u300d<\/strong><\/span>\u306b<span style=\"color: #339966;\"><strong>\u300c28\u300d<\/strong><\/span>\u3068\u5165\u529b\u3057\u3001<span style=\"color: #339966;\"><strong>\u300cOK\u300d<\/strong><\/span>\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"268\" height=\"401\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use11.png\" alt=\"tens-use11\" class=\"wp-image-44435\" srcset=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use11.png 268w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use11-100x150.png 100w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use11-200x300.png 200w\" sizes=\"(max-width: 268px) 100vw, 268px\" \/><\/figure>\n\n\n\n<p>\uff087\uff09\u300c<img decoding=\"async\" class=\"alignnone size-full wp-image-44436\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use12.png\" alt=\"tens-use12\" width=\"20\" height=\"20\">\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u300c\u30cf\u30c1.png\u300d\u3068\u3057\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"461\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use13.png\" alt=\"tens-use13\" class=\"wp-image-44437\" srcset=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use13.png 700w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use13-150x99.png 150w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use13-300x198.png 300w, https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/tens-use13-640x421.png 640w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<p>\u540c\u69d8\u306b\u3001<img decoding=\"async\" class=\"alignnone size-full wp-image-44438\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/cfeb13a203751f049cf397ea8d8a11dc.png\" alt=\"\u30cb\" width=\"28\" height=\"28\">\uff08\u30cb.png\uff09\u3001<img decoding=\"async\" class=\"alignnone size-full wp-image-44420\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/80c7a6f3ddc8e6659d819b5983805267.png\" alt=\"\u30b5\u30f3\" width=\"28\" height=\"28\">\uff08\u30b5\u30f3.png\uff09\u3001<img decoding=\"async\" class=\"alignnone size-full wp-image-44439\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/4a436b55d8e96ab98aafafe7b5a68641.png\" alt=\"\u30e8\u30f3\" width=\"28\" height=\"28\">\uff08\u30e8\u30f3.png\uff09\u3082\u4f5c\u3063\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u624b\u66f8\u304d\u6570\u5b57\u3092\u8a8d\u8b58\u3057\u3066\u307f\u308b<\/h3>\n\n\n\n<p>\u305d\u308c\u3067\u306f\u81ea\u5206\u3067\u66f8\u3044\u305f\u624b\u66f8\u304d\u6570\u5b57\u3092\u8a8d\u8b58\u3057\u3066\u307f\u307e\u3057\u3087\u3046\uff01<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">cnn_mnist.py\u3092\u66f8\u304d\u66ff\u3048\u308b<\/h4>\n\n\n\n<p>\u624b\u66f8\u304d\u6570\u5b57\u3092\u8a8d\u8b58\u3059\u308b\u306b\u306f\u3001cnn_mnist.py\u3092\u5c11\u3057\u66f8\u304d\u66ff\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001\u4ee5\u4e0b\u306e2\u884c\u3092\u3001<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">if __name__ == \"__main__\":\n  tf.app.run()<\/pre>\n\n\n\n<p>\u6b21\u306e\u3088\u3046\u306b\u66f8\u304d\u66ff\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">def checkImage(arg):\n  new_img = Image.open(arg)\n  new_img = new_img.convert('L')\n  new_img = 1.0 - np.asarray(new_img, dtype=\"float32\") \/ 255\n  predict_data = new_img.reshape((1,784))\n\n  # Create the Estimator\n  mnist_classifier = tf.estimator.Estimator(\n      model_fn=cnn_model_fn, model_dir=\"\/tmp\/mnist_convnet_model\")\n\n  predict_input_fn = tf.estimator.inputs.numpy_input_fn(\n      x={\"x\": predict_data},\n      num_epochs=1,\n      shuffle=False)\n  predict = mnist_classifier.predict(\n      input_fn=predict_input_fn\n  )\n  predictions = list(predict)\n  print(\"CLASS:\")\n  print(predictions[0][\"classes\"])\n\nif __name__ == \"__main__\":\n  import sys\n  if len(sys.argv) == 1:\n      tf.app.run()\n  else:\n      import os\n      from PIL import Image\n      for arg in sys.argv[1:]:\n          if os.path.isfile(arg):\n              checkImage(arg)<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">Pillow\uff08Python Imaging Library\uff09\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/h4>\n\n\n\n<p>\u66f8\u304d\u66ff\u3048\u305fcnn_mnist.py\u3092\u5b9f\u884c\u3059\u308b\u524d\u306b\u3001\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u6b21\u306e\u3088\u3046\u306b\u5165\u529b\u3057\u3066\u3001<span style=\"color: #339966;\"><strong>Pillow\uff08Python Imaging Library\uff09<\/strong><\/span>\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">pip install pillow<\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">\u624b\u66f8\u304d\u6587\u5b57\u3092\u8a8d\u8b58\u3059\u308b<\/h4>\n\n\n\n<p>\u307e\u305a\u306f<img decoding=\"async\" class=\"alignnone size-full wp-image-44438\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/cfeb13a203751f049cf397ea8d8a11dc.png\" alt=\"\u30cb\" width=\"28\" height=\"28\">\uff08\u4e8c.png\uff09\u304b\u3089\u8a8d\u8b58\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u6b21\u306e\u3088\u3046\u306b\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">python cnn_mnist.py \u30cb.png<\/pre>\n\n\n\n<p>\u5b9f\u884c\u7d50\u679c\u306e\u6700\u5f8c\u306b\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8a8d\u8b58\u7d50\u679c\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">CLASS:\n2<\/pre>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u300c2\u300d\u3068\u8868\u793a\u3055\u308c\u308c\u3070\u3001\u8a8d\u8b58\u6210\u529f\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u540c\u69d8\u306e\u624b\u9806\u3067\u4ed6\u306e\u753b\u50cf\u3082\u8a66\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-44420\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/80c7a6f3ddc8e6659d819b5983805267.png\" alt=\"\u30b5\u30f3\" width=\"28\" height=\"28\">\uff08\u30b5\u30f3.png\uff09\uff1a\u6210\u529f<br><img decoding=\"async\" class=\"alignnone size-full wp-image-44439\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/4a436b55d8e96ab98aafafe7b5a68641.png\" alt=\"\u30e8\u30f3\" width=\"28\" height=\"28\">\uff08\u30e8\u30f3.png\uff09\uff1a\u300c6\u300d\u3068\u8aa4\u8aad<br><img decoding=\"async\" class=\"alignnone size-full wp-image-44440\" src=\"https:\/\/www.sejuku.net\/blog\/wp-content\/uploads\/2018\/02\/d0ebf34953028906b983ba7ac4ddd273.png\" alt=\"\u30cf\u30c1\" width=\"28\" height=\"28\">\uff08\u30cf\u30c1.png\uff09\uff1a\u300c3\u300d\u3068\u8aa4\u8aad<\/p>\n\n\n\n<p>\u7c21\u5358\u306a\u3088\u3046\u3067\u3001\u306a\u304b\u306a\u304b\u96e3\u3057\u3044\u3067\u3059\u306d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u4eca\u56de\u306f\u3001<span style=\"color: #339966;\"><strong>TensorFlow<\/strong><\/span>\u3067<span style=\"color: #339966;\"><strong>MNIST<\/strong><\/span>\u3092\u4f7f\u3063\u3066\u624b\u66f8\u304d\u6587\u5b57\u3092\u5b66\u7fd2\u3057\u3001<span style=\"color: #0000ff;\"><strong>\u81ea\u5206\u3067\u66f8\u3044\u305f\u624b\u66f8\u304d\u6587\u5b57\u3092\u8a8d\u8b58\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/strong><\/span><\/p>\n\n\n\n<p>\u4e71\u6570\u304c\u4f7f\u308f\u308c\u3066\u3044\u308b\u305f\u3081\u5b66\u7fd2\u306e\u305f\u3073\u306b\u7d50\u679c\u306f\u5909\u308f\u308a\u307e\u3059\u3057\u3001\u5b66\u7fd2\u56de\u6570\u3092\u5909\u3048\u3066\u3082\u7d50\u679c\u306f\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8a8d\u8b58\u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u305f\u3081\u306b\u3001\u4f55\u304c\u5fc5\u8981\u306a\u306e\u304b\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u7406\u8ad6\u3092\u5b66\u3073\u3001\u69d8\u3005\u306a\u8a66\u884c\u932f\u8aa4\u3092\u7e70\u308a\u8fd4\u3057\u3066\u7fd2\u5f97\u3057\u3066\u3044\u304f\u3068\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Windows\u3067TensorFlow\uff08\u30c6\u30f3\u30bd\u30eb\u30d5\u30ed\u30fc\uff09\u3092\u4f7f\u3063\u305f\u624b\u66f8\u304d\u6570\u5b57\u306e\u8a8d\u8b58\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4f5c\u6210\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002 TensorFlow\uff08\u30c6\u30f3\u30bd\u30eb\u30d5\u30ed\u30fc\uff09\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u6210\u529f\u3057\u307e\u3057\u305f\u304b\uff1f Hello Worl [&hellip;]<\/p>\n","protected":false},"author":16433,"featured_media":44446,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"swell_btn_cv_data":"{\"2121d67d\":{\"pv\":92,\"imp\":64},\"fca5f9cb\":{\"pv\":78,\"imp\":61}}","footnotes":""},"categories":[2228],"tags":[1071],"class_list":["post-44411","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-tensorflow"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ 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