{"id":3280,"date":"2024-03-13T06:42:30","date_gmt":"2024-03-13T06:42:30","guid":{"rendered":"https:\/\/www.silicloud.com\/blog\/what-are-the-methods-for-saving-and-loading-models-in-the-paddlepaddle-framework\/"},"modified":"2025-07-30T13:57:45","modified_gmt":"2025-07-30T13:57:45","slug":"what-are-the-methods-for-saving-and-loading-models-in-the-paddlepaddle-framework","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/blog\/what-are-the-methods-for-saving-and-loading-models-in-the-paddlepaddle-framework\/","title":{"rendered":"PaddlePaddle: Save &#038; Load Models"},"content":{"rendered":"<p>The PaddlePaddle framework comes with the methods paddle.save and paddle.load for saving and loading models.<\/p>\n<p>Save model:<\/p>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">import<\/span> paddle\r\n\r\n<span class=\"hljs-comment\"># \u5b9a\u4e49\u6a21\u578b<\/span>\r\nmodel = paddle.Model()\r\n<span class=\"hljs-comment\"># ...<\/span>\r\n<span class=\"hljs-comment\"># \u8bad\u7ec3\u6a21\u578b<\/span>\r\n<span class=\"hljs-comment\"># ...<\/span>\r\n\r\n<span class=\"hljs-comment\"># \u4fdd\u5b58\u6a21\u578b<\/span>\r\npaddle.save(model.state_dict(), <span class=\"hljs-string\">'model.pdparams'<\/span>)\r\n<\/code><\/pre>\n<p>Load model:<\/p>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">import<\/span> paddle\r\n\r\n<span class=\"hljs-comment\"># \u52a0\u8f7d\u6a21\u578b<\/span>\r\nstate_dict = paddle.load(<span class=\"hljs-string\">'model.pdparams'<\/span>)\r\nmodel.set_state_dict(state_dict)\r\n<\/code><\/pre>\n<p>In the code example above, the paddle.save function is used to save the model&#8217;s parameters to the file model.pdparams, and the paddle.load function is used to load the model parameters and set them to the model.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The PaddlePaddle framework comes with the methods paddle.save and paddle.load for saving and loading models. Save model: import paddle # \u5b9a\u4e49\u6a21\u578b model = paddle.Model() # &#8230; # \u8bad\u7ec3\u6a21\u578b # &#8230; # \u4fdd\u5b58\u6a21\u578b paddle.save(model.state_dict(), &#8216;model.pdparams&#8217;) Load model: import paddle # \u52a0\u8f7d\u6a21\u578b state_dict = paddle.load(&#8216;model.pdparams&#8217;) model.set_state_dict(state_dict) In the code example above, the paddle.save function is used to [&hellip;]<\/p>\n","protected":false},"author":13,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","footnotes":""},"categories":[1],"tags":[1198,1197,1200,1199,975],"class_list":["post-3280","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-model-loading","tag-model-saving","tag-paddle-load","tag-paddle-save","tag-paddlepaddle"],"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: Save &amp; 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