{"id":2981,"date":"2024-03-13T17:58:54","date_gmt":"2024-03-13T08:58:54","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/torch%e3%81%a7%e3%83%a2%e3%83%87%e3%83%ab%e3%81%ae%e8%a9%95%e4%be%a1%e3%82%92%e8%a1%8c%e3%81%86%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":"2025-08-02T10:46:10","modified_gmt":"2025-08-02T01:46:10","slug":"torch%e3%81%a7%e3%83%a2%e3%83%87%e3%83%ab%e3%81%ae%e8%a9%95%e4%be%a1%e3%82%92%e8%a1%8c%e3%81%86%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\/torch%e3%81%a7%e3%83%a2%e3%83%87%e3%83%ab%e3%81%ae%e8%a9%95%e4%be%a1%e3%82%92%e8%a1%8c%e3%81%86%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":"Torch\u3067\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u3092\u884c\u3046\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\uff1f"},"content":{"rendered":"<p>Torch\u3067\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u3092\u884c\u3046\u969b\u306b\u306f\u901a\u5e38\u3001\u691c\u8a3c\u30bb\u30c3\u30c8\u3084\u30c6\u30b9\u30c8\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u3092\u8a55\u4fa1\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001Torch\u3067\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u3092\u884c\u3046\u65b9\u6cd5\u3092\u793a\u3059\u57fa\u672c\u7684\u306a\u4f8b\u3067\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">import<\/span> torch\r\n<span class=\"hljs-keyword\">import<\/span> torch.nn <span class=\"hljs-keyword\">as<\/span> nn\r\n<span class=\"hljs-keyword\">import<\/span> torch.optim <span class=\"hljs-keyword\">as<\/span> optim\r\n\r\n<span class=\"hljs-comment\"># \u5b9a\u4e49\u6a21\u578b<\/span>\r\n<span class=\"hljs-keyword\">class<\/span> <span class=\"hljs-title class_\">SimpleModel<\/span>(nn.Module):\r\n    <span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">__init__<\/span>(<span class=\"hljs-params\">self<\/span>):\r\n        <span class=\"hljs-built_in\">super<\/span>(SimpleModel, self).__init__()\r\n        self.fc = nn.Linear(<span class=\"hljs-number\">10<\/span>, <span class=\"hljs-number\">1<\/span>)\r\n    \r\n    <span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">forward<\/span>(<span class=\"hljs-params\">self, x<\/span>):\r\n        <span class=\"hljs-keyword\">return<\/span> self.fc(x)\r\n\r\n<span class=\"hljs-comment\"># \u521b\u5efa\u6a21\u578b\u5b9e\u4f8b<\/span>\r\nmodel = SimpleModel()\r\n\r\n<span class=\"hljs-comment\"># \u52a0\u8f7d\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u53c2\u6570<\/span>\r\nmodel.load_state_dict(torch.load(<span class=\"hljs-string\">'model.pth'<\/span>))\r\n\r\n<span class=\"hljs-comment\"># \u5b9a\u4e49\u8bc4\u4f30\u51fd\u6570<\/span>\r\n<span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">evaluate<\/span>(<span class=\"hljs-params\">model, dataloader, criterion<\/span>):\r\n    model.<span class=\"hljs-built_in\">eval<\/span>()\r\n    total_loss = <span class=\"hljs-number\">0.0<\/span>\r\n    total_samples = <span class=\"hljs-number\">0<\/span>\r\n    \r\n    <span class=\"hljs-keyword\">with<\/span> torch.no_grad():\r\n        <span class=\"hljs-keyword\">for<\/span> inputs, targets <span class=\"hljs-keyword\">in<\/span> dataloader:\r\n            outputs = model(inputs)\r\n            loss = criterion(outputs, targets)\r\n            total_loss += loss.item() * inputs.size(<span class=\"hljs-number\">0<\/span>)\r\n            total_samples += inputs.size(<span class=\"hljs-number\">0<\/span>)\r\n    \r\n    avg_loss = total_loss \/ total_samples\r\n    <span class=\"hljs-keyword\">return<\/span> avg_loss\r\n\r\n<span class=\"hljs-comment\"># \u521b\u5efa\u9a8c\u8bc1\u96c6\u7684\u6570\u636e\u52a0\u8f7d\u5668<\/span>\r\nval_dataloader = ...\r\n\r\n<span class=\"hljs-comment\"># \u5b9a\u4e49\u635f\u5931\u51fd\u6570<\/span>\r\ncriterion = nn.MSELoss()\r\n\r\n<span class=\"hljs-comment\"># \u8ba1\u7b97\u6a21\u578b\u5728\u9a8c\u8bc1\u96c6\u4e0a\u7684\u5e73\u5747\u635f\u5931<\/span>\r\navg_val_loss = evaluate(model, val_dataloader, criterion)\r\n\r\n<span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">'Average validation loss:'<\/span>, avg_val_loss)\r\n<\/code><\/pre>\n<p>\u4e0a\u8a18\u306e\u4f8b\u3067\u306f\u3001\u307e\u305a\u5358\u7d14\u306a\u30e2\u30c7\u30ebSimpleModel\u304c\u5b9a\u7fa9\u3055\u308c\u3001\u4e8b\u524d\u5b66\u7fd2\u6e08\u307f\u306e\u30e2\u30c7\u30eb\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u8aad\u307f\u8fbc\u307e\u308c\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001\u8a55\u4fa1\u95a2\u6570evaluate\u304c\u5b9a\u7fa9\u3055\u308c\u3001\u30e2\u30c7\u30eb\u306e\u691c\u8a3c\u30bb\u30c3\u30c8\u3067\u306e\u5e73\u5747\u640d\u5931\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002\u6700\u5f8c\u306b\u3001evaluate\u95a2\u6570\u3092\u547c\u3073\u51fa\u3057\u3066\u30e2\u30c7\u30eb\u306e\u691c\u8a3c\u30bb\u30c3\u30c8\u3067\u306e\u6027\u80fd\u3092\u8a55\u4fa1\u3057\u3001\u5e73\u5747\u640d\u5931\u5024\u3092\u51fa\u529b\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Torch\u3067\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u3092\u884c\u3046\u969b\u306b\u306f\u901a\u5e38\u3001\u691c\u8a3c\u30bb\u30c3\u30c8\u3084\u30c6\u30b9\u30c8\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u3092\u8a55\u4fa1\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001Torch\u3067\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u3092\u884c\u3046\u65b9\u6cd5\u3092\u793a\u3059\u57fa\u672c\u7684\u306a\u4f8b\u3067\u3059\u3002 import torch import torch. [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[26,61],"class_list":["post-2981","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-26","tag-61"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Torch\u3067\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u3092\u884c\u3046\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\uff1f - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"Torch\u3067\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u3092\u884c\u3046\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\uff1f\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u5b9f\u8df5\u7684\u306a\u4f8b\u3068\u30b3\u30fc\u30c9\u3001\u6ce8\u610f\u70b9\u3092\u542b\u3081\u3066\u521d\u5fc3\u8005\u306b\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\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\/torch\u3067\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u3092\u884c\u3046\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=\"Torch\u3067\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u3092\u884c\u3046\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\uff1f\" \/>\n<meta property=\"og:description\" content=\"Torch\u3067\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u3092\u884c\u3046\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\uff1f\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u5b9f\u8df5\u7684\u306a\u4f8b\u3068\u30b3\u30fc\u30c9\u3001\u6ce8\u610f\u70b9\u3092\u542b\u3081\u3066\u521d\u5fc3\u8005\u306b\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/ja\/blog\/torch\u3067\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u3092\u884c\u3046\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\uff1f\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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