{"id":35313,"date":"2024-08-29T11:03:33","date_gmt":"2024-08-29T11:03:33","guid":{"rendered":"https:\/\/entri.app\/question-answer\/the-value-of-the-learning-rate-parameter-in-a-multi-layer-feed-forward-neural-networkmlffnn-ranges-between\/"},"modified":"2024-08-29T11:03:33","modified_gmt":"2024-08-29T11:03:33","slug":"the-value-of-the-learning-rate-parameter-in-a-multi-layer-feed-forward-neural-networkmlffnn-ranges-between","status":"publish","type":"post","link":"https:\/\/entri.app\/question-answer\/the-value-of-the-learning-rate-parameter-in-a-multi-layer-feed-forward-neural-networkmlffnn-ranges-between\/","title":{"rendered":"The value of the learning rate parameter in a Multi-layer Feed Forward Neural Network(MLFFNN) ranges between :"},"content":{"rendered":"<ul>\n<li>\n<p>If the learning rate is low, then training is more reliable, but optimization will take a lot of time because steps towards the minimum of the loss function are tiny.<\/p>\n<\/li>\n<li>\n<p>If the learning rate is high, then training may not converge or even diverge. Weight changes can be so big that the optimizer overshoots the minimum and makes the loss worse<\/p>\n<\/li>\n<li>\n<p>We might start with a large value like 0.1, then try exponentially lower values: 0.01, 0.001, etc.<\/p>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>If the learning rate is low, then training is more reliable, but optimization will take a lot of time because steps towards the minimum of the loss function are tiny. If the learning rate is high, then training may not converge or even diverge. Weight changes can be so big that the optimizer overshoots the [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[407],"tags":[],"class_list":["post-35313","post","type-post","status-publish","format-standard","hentry","category-electronics"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>The value of the learning rate parameter in a Multi-layer Feed Forward Neural Network(MLFFNN) ranges between :<\/title>\n<meta name=\"description\" content=\"The value of the learning rate parameter in a Multi-layer Feed Forward Neural Network(MLFFNN) ranges between : : Find the answer with a detailed explanation.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" 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