{"id":2767,"date":"2024-03-13T17:21:37","date_gmt":"2024-03-13T08:21:37","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/paddlepaddle%e3%81%ae%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%82%92%e4%bd%bf%e7%94%a8%e3%81%97%e3%81%a6%e3%80%81%e3%82%b7%e3%83%bc%e3%82%b1%e3%83%b3%e3%82%b9%e7%94%9f\/"},"modified":"2025-08-02T09:16:48","modified_gmt":"2025-08-02T00:16:48","slug":"paddlepaddle%e3%81%ae%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%82%92%e4%bd%bf%e7%94%a8%e3%81%97%e3%81%a6%e3%80%81%e3%82%b7%e3%83%bc%e3%82%b1%e3%83%b3%e3%82%b9%e7%94%9f","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/paddlepaddle%e3%81%ae%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%82%92%e4%bd%bf%e7%94%a8%e3%81%97%e3%81%a6%e3%80%81%e3%82%b7%e3%83%bc%e3%82%b1%e3%83%b3%e3%82%b9%e7%94%9f\/","title":{"rendered":"PaddlePaddle\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u4f7f\u7528\u3057\u3066\u3001\u30b7\u30fc\u30b1\u30f3\u30b9\u751f\u6210\u30bf\u30b9\u30af\u3092\u884c\u3046\u65b9\u6cd5"},"content":{"rendered":"<p>PaddlePaddle\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u306e\u30b7\u30fc\u30b1\u30f3\u30b9\u751f\u6210\u30bf\u30b9\u30af\u3067\u306f\u3001\u901a\u5e38Transformer\u30e2\u30c7\u30eb\u306b\u57fa\u3065\u3044\u305fSeq2Seq\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u3001PaddlePaddle\u3067\u5358\u7d14\u306a\u30b7\u30fc\u30b1\u30f3\u30b9\u751f\u6210\u30bf\u30b9\u30af\u3092\u5b9f\u88c5\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3059\u7c21\u5358\u306a\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">import<\/span> paddle\r\n<span class=\"hljs-keyword\">from<\/span> paddle <span class=\"hljs-keyword\">import<\/span> nn\r\n\r\n<span class=\"hljs-keyword\">class<\/span> <span class=\"hljs-title class_\">Seq2SeqModel<\/span>(nn.Layer):\r\n    <span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">__init__<\/span>(<span class=\"hljs-params\">self, vocab_size, embedding_dim, hidden_dim<\/span>):\r\n        <span class=\"hljs-built_in\">super<\/span>(Seq2SeqModel, self).__init__()\r\n        \r\n        self.embedding = nn.Embedding(vocab_size, embedding_dim)\r\n        self.encoder = nn.TransformerEncoder(nn.TransformerEncoderLayer(embedding_dim, nhead=<span class=\"hljs-number\">2<\/span>, dim_feedforward=hidden_dim), num_layers=<span class=\"hljs-number\">2<\/span>)\r\n        self.decoder = nn.TransformerDecoder(nn.TransformerDecoderLayer(embedding_dim, nhead=<span class=\"hljs-number\">2<\/span>, dim_feedforward=hidden_dim), num_layers=<span class=\"hljs-number\">2<\/span>)\r\n        self.linear = nn.Linear(embedding_dim, vocab_size)\r\n        \r\n    <span class=\"hljs-keyword\">def<\/span> <span class=\"hljs-title function_\">forward<\/span>(<span class=\"hljs-params\">self, src_seq, tgt_seq<\/span>):\r\n        src_emb = self.embedding(src_seq)\r\n        tgt_emb = self.embedding(tgt_seq)\r\n        \r\n        encoder_output = self.encoder(src_emb)\r\n        decoder_output = self.decoder(tgt_emb, encoder_output)\r\n        \r\n        output = self.linear(decoder_output)\r\n        \r\n        <span class=\"hljs-keyword\">return<\/span> output\r\n\r\n<span class=\"hljs-comment\"># \u5b9a\u4e49\u6a21\u578b\u53c2\u6570<\/span>\r\nvocab_size = <span class=\"hljs-number\">10000<\/span>\r\nembedding_dim = <span class=\"hljs-number\">256<\/span>\r\nhidden_dim = <span class=\"hljs-number\">512<\/span>\r\n\r\n<span class=\"hljs-comment\"># \u521b\u5efa\u6a21\u578b<\/span>\r\nmodel = Seq2SeqModel(vocab_size, embedding_dim, hidden_dim)\r\n\r\n<span class=\"hljs-comment\"># \u5b9a\u4e49\u635f\u5931\u51fd\u6570\u548c\u4f18\u5316\u5668<\/span>\r\nloss_fn = nn.CrossEntropyLoss()\r\noptimizer = paddle.optimizer.Adam(parameters=model.parameters())\r\n\r\n<span class=\"hljs-comment\"># \u8bad\u7ec3\u6a21\u578b<\/span>\r\n<span class=\"hljs-keyword\">for<\/span> epoch <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">range<\/span>(num_epochs):\r\n    <span class=\"hljs-keyword\">for<\/span> batch <span class=\"hljs-keyword\">in<\/span> data_loader:\r\n        src_seq, tgt_seq = batch\r\n        \r\n        <span class=\"hljs-comment\"># \u524d\u5411\u4f20\u64ad<\/span>\r\n        output = model(src_seq, tgt_seq)\r\n        loss = loss_fn(output, tgt_seq)\r\n        \r\n        <span class=\"hljs-comment\"># \u53cd\u5411\u4f20\u64ad<\/span>\r\n        optimizer.clear_grad()\r\n        loss.backward()\r\n        optimizer.step()\r\n<\/code><\/pre>\n<p>\u4e0a\u8a18\u306e\u4f8b\u3067\u306f\u3001\u79c1\u305f\u3061\u306f\u30b7\u30f3\u30d7\u30eb\u306aSeq2Seq\u30e2\u30c7\u30eb\u3092\u5b9a\u7fa9\u3057\u3001\u30a8\u30f3\u30b3\u30fc\u30c0\u3068\u30c7\u30b3\u30fc\u30c0\u3068\u3057\u3066Transformer\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002\u30e2\u30c7\u30eb\u306e\u69cb\u9020\u3092\u5b9a\u7fa9\u3057\u3001\u640d\u5931\u95a2\u6570\u3068\u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u3092\u5b9a\u7fa9\u3057\u3001\u6700\u5f8c\u306b\u30e2\u30c7\u30eb\u3092\u8a13\u7df4\u3057\u307e\u3057\u305f\u3002\u8a13\u7df4\u4e2d\u306b\u306f\u3001\u30bd\u30fc\u30b9\u30b7\u30fc\u30b1\u30f3\u30b9\u3068\u30bf\u30fc\u30b2\u30c3\u30c8\u30b7\u30fc\u30b1\u30f3\u30b9\u3092\u30e2\u30c7\u30eb\u306b\u5165\u529b\u3057\u3001\u640d\u5931\u3092\u8a08\u7b97\u3057\u3066\u9006\u4f1d\u642c\u3057\u3001\u30e2\u30c7\u30eb\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u6700\u9069\u5316\u3057\u307e\u3059\u3002\u8907\u6570\u56de\u306e\u7e70\u308a\u8fd4\u3057\u8a13\u7df4\u3092\u901a\u3058\u3066\u3001\u30b7\u30fc\u30b1\u30f3\u30b9\u751f\u6210\u30bf\u30b9\u30af\u306b\u4f7f\u7528\u3067\u304d\u308b\u30e2\u30c7\u30eb\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>PaddlePaddle\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u306e\u30b7\u30fc\u30b1\u30f3\u30b9\u751f\u6210\u30bf\u30b9\u30af\u3067\u306f\u3001\u901a\u5e38Transformer\u30e2\u30c7\u30eb\u306b\u57fa\u3065\u3044\u305fSeq2Seq\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u3001PaddlePaddle\u3067\u5358\u7d14\u306a\u30b7\u30fc\u30b1\u30f3\u30b9\u751f\u6210\u30bf\u30b9\u30af\u3092\u5b9f\u88c5\u3059\u308b\u65b9\u6cd5\u3092 [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[26,61],"class_list":["post-2767","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>PaddlePaddle\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u4f7f\u7528\u3057\u3066\u3001\u30b7\u30fc\u30b1\u30f3\u30b9\u751f\u6210\u30bf\u30b9\u30af\u3092\u884c\u3046\u65b9\u6cd5 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" 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