{"id":22801,"date":"2024-03-16T20:33:11","date_gmt":"2024-03-16T11:33:11","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/pytorch%e3%81%a7transformer%e3%82%92%e5%91%bc%e3%81%b3%e5%87%ba%e3%81%99%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":"2025-08-07T12:50:21","modified_gmt":"2025-08-07T03:50:21","slug":"pytorch%e3%81%a7transformer%e3%82%92%e5%91%bc%e3%81%b3%e5%87%ba%e3%81%99%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\/pytorch%e3%81%a7transformer%e3%82%92%e5%91%bc%e3%81%b3%e5%87%ba%e3%81%99%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":"PyTorch\u3067Transformer\u3092\u547c\u3073\u51fa\u3059\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\uff1f"},"content":{"rendered":"<p>PyTorch\u3067\u306f\u3001torch.nn.Transformer\u30af\u30e9\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3001Transformer\u30e2\u30c7\u30eb\u3092\u547c\u3073\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306fTransformer\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u305f\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\r\n<span class=\"hljs-comment\"># \u5b9a\u4e49Transformer\u6a21\u578b<\/span>\r\n<span class=\"hljs-keyword\">class<\/span> <span class=\"hljs-title class_\">TransformerModel<\/span>(nn.Module):\r\n    <span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">__init__<\/span>(<span class=\"hljs-params\">self, input_dim, hidden_dim, num_layers, num_heads<\/span>):\r\n        <span class=\"hljs-built_in\">super<\/span>(TransformerModel, self).__init__()\r\n        \r\n        self.transformer = nn.Transformer(\r\n            d_model=input_dim,\r\n            nhead=num_heads,\r\n            num_encoder_layers=num_layers,\r\n            num_decoder_layers=num_layers,\r\n            dim_feedforward=hidden_dim\r\n        )\r\n        \r\n    <span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">forward<\/span>(<span class=\"hljs-params\">self, src, tgt<\/span>):\r\n        output = self.transformer(src, tgt)\r\n        <span class=\"hljs-keyword\">return<\/span> output\r\n\r\n<span class=\"hljs-comment\"># \u521b\u5efaTransformer\u6a21\u578b\u5b9e\u4f8b<\/span>\r\ninput_dim = <span class=\"hljs-number\">512<\/span>\r\nhidden_dim = <span class=\"hljs-number\">2048<\/span>\r\nnum_layers = <span class=\"hljs-number\">6<\/span>\r\nnum_heads = <span class=\"hljs-number\">8<\/span>\r\nmodel = TransformerModel(input_dim, hidden_dim, num_layers, num_heads)\r\n\r\n<span class=\"hljs-comment\"># \u51c6\u5907\u8f93\u5165\u6570\u636e<\/span>\r\nbatch_size = <span class=\"hljs-number\">16<\/span>\r\nsrc_seq_len = <span class=\"hljs-number\">10<\/span>\r\ntgt_seq_len = <span class=\"hljs-number\">5<\/span>\r\nsrc = torch.randn(batch_size, src_seq_len, input_dim)\r\ntgt = torch.randn(batch_size, tgt_seq_len, input_dim)\r\n\r\n<span class=\"hljs-comment\"># \u524d\u5411\u4f20\u64ad<\/span>\r\noutput = model(src, tgt)\r\n<\/code><\/pre>\n<p>\u3053\u306e\u4f8b\u3067\u306f\u3001\u307e\u305a\u3001nn.Module\u3092\u7d99\u627f\u3057\u305f\u30ab\u30b9\u30bf\u30e0Transformer\u30e2\u30c7\u30eb\u30af\u30e9\u30b9TransformerModel\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002__init__\u30e1\u30bd\u30c3\u30c9\u3067\u306f\u3001nn.Transformer\u30af\u30e9\u30b9\u3092\u4f7f\u7528\u3057\u3066Transformer\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3057\u3001\u5165\u529b\u6b21\u5143\u3001\u96a0\u308c\u5c64\u306e\u6b21\u5143\u3001\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u304a\u3088\u3073\u30c7\u30b3\u30fc\u30c0\u30fc\u306e\u30ec\u30a4\u30e4\u30fc\u6570\u3001\u304a\u3088\u3073\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u306e\u30d8\u30c3\u30c9\u6570\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002forward\u30e1\u30bd\u30c3\u30c9\u3067\u306f\u3001\u5165\u529b\u30c7\u30fc\u30bf\u3092Transformer\u30e2\u30c7\u30eb\u306b\u6e21\u3057\u3066\u9806\u4f1d\u64ad\u3055\u305b\u3001\u51fa\u529b\u3092\u8fd4\u3057\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u5f8c\u3001Transformer\u30e2\u30c7\u30eb\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f5c\u6210\u3057\u3001\u5165\u529b\u30c7\u30fc\u30bf\u3092\u6e96\u5099\u3057\u307e\u3057\u305f\u3002\u6700\u7d42\u7684\u306b\u3001\u30e2\u30c7\u30eb\u306eforward\u30e1\u30bd\u30c3\u30c9\u3092\u547c\u3073\u51fa\u3057\u3066\u524d\u5411\u304d\u4f1d\u64ad\u3092\u884c\u3044\u3001\u51fa\u529b\u7d50\u679c\u3092\u5f97\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>PyTorch\u3067\u306f\u3001torch.nn.Transformer\u30af\u30e9\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3001Transformer\u30e2\u30c7\u30eb\u3092\u547c\u3073\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306fTransformer\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u305f\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3067\u3059\u3002 import torc [&hellip;]<\/p>\n","protected":false},"author":10,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[26,61],"class_list":["post-22801","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>PyTorch\u3067Transformer\u3092\u547c\u3073\u51fa\u3059\u65b9\u6cd5\u306f\u4f55\u3067\u3059\u304b\uff1f - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" 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