{"id":85815,"date":"2024-03-21T06:11:44","date_gmt":"2024-03-20T21:11:44","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/%e3%82%b7%e3%83%8a%e3%83%a2%e3%83%b3%e3%83%ad%e3%83%bc%e3%83%ab%e3%82%b3%e3%83%bc%e3%83%89%e3%81%afpython%e3%81%a7%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e8%a8%98%e8%bf%b0%e3%81%97%e3%81%be\/"},"modified":"2024-04-04T11:14:40","modified_gmt":"2024-04-04T02:14:40","slug":"%e3%82%b7%e3%83%8a%e3%83%a2%e3%83%b3%e3%83%ad%e3%83%bc%e3%83%ab%e3%82%b3%e3%83%bc%e3%83%89%e3%81%afpython%e3%81%a7%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e8%a8%98%e8%bf%b0%e3%81%97%e3%81%be","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/%e3%82%b7%e3%83%8a%e3%83%a2%e3%83%b3%e3%83%ad%e3%83%bc%e3%83%ab%e3%82%b3%e3%83%bc%e3%83%89%e3%81%afpython%e3%81%a7%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e8%a8%98%e8%bf%b0%e3%81%97%e3%81%be\/","title":{"rendered":"\u30b7\u30ca\u30e2\u30f3\u30ed\u30fc\u30eb\u30b3\u30fc\u30c9\u306fPython\u3067\u3069\u306e\u3088\u3046\u306b\u8a18\u8ff0\u3057\u307e\u3059\u304b?"},"content":{"rendered":"<p>\u30b7\u30ca\u30e2\u30ed\u30fc\u30eb\u306f\u3001\u753b\u50cf\u8a8d\u8b58\u30bf\u30b9\u30af\u306b\u7528\u3044\u3089\u308c\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e2\u30c7\u30eb\u3067\u3059\u3002\u4ee5\u4e0b\u306f\u30b7\u30ca\u30e2\u30ed\u30fc\u30eb\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u30c6\u30b9\u30c8\u3092\u884c\u3046\u305f\u3081\u306e\u7c21\u5358\u306a\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\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<span class=\"hljs-keyword\">from<\/span> torchvision <span class=\"hljs-keyword\">import<\/span> datasets, transforms\r\n\r\n<span class=\"hljs-comment\"># \u5b9a\u4e49\u7389\u6842\u72d7\u6a21\u578b<\/span>\r\n<span class=\"hljs-keyword\">class<\/span> <span class=\"hljs-title class_\">JadeDog<\/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>(JadeDog, self).__init__()\r\n        self.conv1 = nn.Conv2d(<span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">32<\/span>, kernel_size=<span class=\"hljs-number\">3<\/span>, stride=<span class=\"hljs-number\">1<\/span>, padding=<span class=\"hljs-number\">1<\/span>)\r\n        self.relu = nn.ReLU()\r\n        self.conv2 = nn.Conv2d(<span class=\"hljs-number\">32<\/span>, <span class=\"hljs-number\">64<\/span>, kernel_size=<span class=\"hljs-number\">3<\/span>, stride=<span class=\"hljs-number\">1<\/span>, padding=<span class=\"hljs-number\">1<\/span>)\r\n        self.pool = nn.MaxPool2d(kernel_size=<span class=\"hljs-number\">2<\/span>, stride=<span class=\"hljs-number\">2<\/span>)\r\n        self.fc1 = nn.Linear(<span class=\"hljs-number\">64<\/span> * <span class=\"hljs-number\">8<\/span> * <span class=\"hljs-number\">8<\/span>, <span class=\"hljs-number\">128<\/span>)\r\n        self.fc2 = nn.Linear(<span class=\"hljs-number\">128<\/span>, <span class=\"hljs-number\">10<\/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        x = self.conv1(x)\r\n        x = self.relu(x)\r\n        x = self.pool(x)\r\n        x = self.conv2(x)\r\n        x = self.relu(x)\r\n        x = self.pool(x)\r\n        x = x.view(-<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">64<\/span> * <span class=\"hljs-number\">8<\/span> * <span class=\"hljs-number\">8<\/span>)\r\n        x = self.fc1(x)\r\n        x = self.relu(x)\r\n        x = self.fc2(x)\r\n        <span class=\"hljs-keyword\">return<\/span> x\r\n\r\n<span class=\"hljs-comment\"># \u6570\u636e\u9884\u5904\u7406\u548c\u52a0\u8f7d<\/span>\r\ntransform = transforms.Compose([\r\n    transforms.RandomHorizontalFlip(),  <span class=\"hljs-comment\"># \u968f\u673a\u6c34\u5e73\u7ffb\u8f6c<\/span>\r\n    transforms.ToTensor(),  <span class=\"hljs-comment\"># \u8f6c\u4e3a\u5f20\u91cf<\/span>\r\n    transforms.Normalize((<span class=\"hljs-number\">0.5<\/span>, <span class=\"hljs-number\">0.5<\/span>, <span class=\"hljs-number\">0.5<\/span>), (<span class=\"hljs-number\">0.5<\/span>, <span class=\"hljs-number\">0.5<\/span>, <span class=\"hljs-number\">0.5<\/span>))  <span class=\"hljs-comment\"># \u6807\u51c6\u5316<\/span>\r\n])\r\n\r\ntrain_dataset = datasets.CIFAR10(root=<span class=\"hljs-string\">'.\/data'<\/span>, train=<span class=\"hljs-literal\">True<\/span>, download=<span class=\"hljs-literal\">True<\/span>, transform=transform)\r\ntest_dataset = datasets.CIFAR10(root=<span class=\"hljs-string\">'.\/data'<\/span>, train=<span class=\"hljs-literal\">False<\/span>, download=<span class=\"hljs-literal\">True<\/span>, transform=transform)\r\n\r\ntrain_loader = torch.utils.data.DataLoader(train_dataset, batch_size=<span class=\"hljs-number\">64<\/span>, shuffle=<span class=\"hljs-literal\">True<\/span>)\r\ntest_loader = torch.utils.data.DataLoader(test_dataset, batch_size=<span class=\"hljs-number\">64<\/span>, shuffle=<span class=\"hljs-literal\">False<\/span>)\r\n\r\n<span class=\"hljs-comment\"># \u521d\u59cb\u5316\u6a21\u578b\u548c\u4f18\u5316\u5668<\/span>\r\nmodel = JadeDog()\r\noptimizer = optim.SGD(model.parameters(), lr=<span class=\"hljs-number\">0.01<\/span>, momentum=<span class=\"hljs-number\">0.9<\/span>)\r\ncriterion = nn.CrossEntropyLoss()\r\n\r\n<span class=\"hljs-comment\"># \u8bad\u7ec3\u6a21\u578b<\/span>\r\n<span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">train<\/span>(<span class=\"hljs-params\">model, optimizer, criterion, train_loader<\/span>):\r\n    model.train()\r\n    <span class=\"hljs-keyword\">for<\/span> batch_idx, (data, target) <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">enumerate<\/span>(train_loader):\r\n        optimizer.zero_grad()\r\n        output = model(data)\r\n        loss = criterion(output, target)\r\n        loss.backward()\r\n        optimizer.step()\r\n        <span class=\"hljs-keyword\">if<\/span> batch_idx % <span class=\"hljs-number\">100<\/span> == <span class=\"hljs-number\">0<\/span>:\r\n            <span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">'Train Epoch: {} [{}\/{} ({:.0f}%)]\\tLoss: {:.6f}'<\/span>.<span class=\"hljs-built_in\">format<\/span>(\r\n                epoch, batch_idx * <span class=\"hljs-built_in\">len<\/span>(data), <span class=\"hljs-built_in\">len<\/span>(train_loader.dataset),\r\n                <span class=\"hljs-number\">100.<\/span> * batch_idx \/ <span class=\"hljs-built_in\">len<\/span>(train_loader), loss.item()))\r\n\r\n<span class=\"hljs-comment\"># \u6d4b\u8bd5\u6a21\u578b<\/span>\r\n<span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">test<\/span>(<span class=\"hljs-params\">model, criterion, test_loader<\/span>):\r\n    model.<span class=\"hljs-built_in\">eval<\/span>()\r\n    test_loss = <span class=\"hljs-number\">0<\/span>\r\n    correct = <span class=\"hljs-number\">0<\/span>\r\n    <span class=\"hljs-keyword\">with<\/span> torch.no_grad():\r\n        <span class=\"hljs-keyword\">for<\/span> data, target <span class=\"hljs-keyword\">in<\/span> test_loader:\r\n            output = model(data)\r\n            test_loss += criterion(output, target).item()\r\n            pred = output.argmax(dim=<span class=\"hljs-number\">1<\/span>, keepdim=<span class=\"hljs-literal\">True<\/span>)\r\n            correct += pred.eq(target.view_as(pred)).<span class=\"hljs-built_in\">sum<\/span>().item()\r\n\r\n    test_loss \/= <span class=\"hljs-built_in\">len<\/span>(test_loader.dataset)\r\n    accuracy = <span class=\"hljs-number\">100.<\/span> * correct \/ <span class=\"hljs-built_in\">len<\/span>(test_loader.dataset)\r\n    <span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">'\\nTest set: Average loss: {:.4f}, Accuracy: {}\/{} ({:.0f}%)\\n'<\/span>.<span class=\"hljs-built_in\">format<\/span>(\r\n        test_loss, correct, <span class=\"hljs-built_in\">len<\/span>(test_loader.dataset), accuracy))\r\n\r\n<span class=\"hljs-comment\"># \u5f00\u59cb\u8bad\u7ec3\u548c\u6d4b\u8bd5<\/span>\r\n<span class=\"hljs-keyword\">for<\/span> epoch <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">range<\/span>(<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">11<\/span>):\r\n    train(model, optimizer, criterion, train_loader)\r\n    test(model, criterion, test_loader)\r\n<\/code><\/pre>\n<p>\u4e0a\u8a18\u30b3\u30fc\u30c9\u306fPyTorch\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066\u30b7\u30f3\u30d7\u30eb\u306a\u30b7\u30ca\u30e2\u30f3\u30ed\u30fc\u30eb\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u3001CIFAR-10\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u30c6\u30b9\u30c8\u3092\u884c\u3044\u307e\u3059\u3002\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u5909\u66f4\u3001\u62e1\u5f35\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30b7\u30ca\u30e2\u30ed\u30fc\u30eb\u306f\u3001\u753b\u50cf\u8a8d\u8b58\u30bf\u30b9\u30af\u306b\u7528\u3044\u3089\u308c\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e2\u30c7\u30eb\u3067\u3059\u3002\u4ee5\u4e0b\u306f\u30b7\u30ca\u30e2\u30ed\u30fc\u30eb\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u30c6\u30b9\u30c8\u3092\u884c\u3046\u305f\u3081\u306e\u7c21\u5358\u306a\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3067\u3059\u3002 import torch import torch.nn  [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-85815","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"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>\u30b7\u30ca\u30e2\u30f3\u30ed\u30fc\u30eb\u30b3\u30fc\u30c9\u306fPython\u3067\u3069\u306e\u3088\u3046\u306b\u8a18\u8ff0\u3057\u307e\u3059\u304b? - 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\" 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content=\"\u30b7\u30ca\u30e2\u30ed\u30fc\u30eb\u306f\u3001\u753b\u50cf\u8a8d\u8b58\u30bf\u30b9\u30af\u306b\u7528\u3044\u3089\u308c\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e2\u30c7\u30eb\u3067\u3059\u3002\u4ee5\u4e0b\u306f\u30b7\u30ca\u30e2\u30ed\u30fc\u30eb\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u30c6\u30b9\u30c8\u3092\u884c\u3046\u305f\u3081\u306e\u7c21\u5358\u306a\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3067\u3059\u3002 import torch import torch.nn [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/ja\/blog\/\u30b7\u30ca\u30e2\u30f3\u30ed\u30fc\u30eb\u30b3\u30fc\u30c9\u306fpython\u3067\u3069\u306e\u3088\u3046\u306b\u8a18\u8ff0\u3057\u307e\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-20T21:11:44+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-04T02:14:40+00:00\" \/>\n<meta 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