{"id":7216,"date":"2024-03-14T05:14:21","date_gmt":"2024-03-14T05:14:21","guid":{"rendered":"https:\/\/www.silicloud.com\/blog\/what-built-in-optimizers-does-tensorflow-provide\/"},"modified":"2025-08-02T13:24:13","modified_gmt":"2025-08-02T13:24:13","slug":"what-built-in-optimizers-does-tensorflow-provide","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/blog\/what-built-in-optimizers-does-tensorflow-provide\/","title":{"rendered":"TensorFlow Optimizers: Built-in Types"},"content":{"rendered":"

TensorFlow provides several built-in optimizers, commonly used ones include:<\/p>\n

    \n
  1. Stochastic Gradient Descent (SGD) optimizer<\/li>\n
  2. Adam optimizer<\/li>\n
  3. Adagrad optimizer<\/li>\n
  4. RMSprop optimizer<\/li>\n
  5. Adadelta optimizer<\/li>\n
  6. Adamax optimizer<\/li>\n
  7. Nadam optimizer<\/li>\n<\/ol>\n

    These optimizers can select the appropriate optimizer for training and optimization based on the specific task and model.<\/p>\n","protected":false},"excerpt":{"rendered":"

    TensorFlow provides several built-in optimizers, commonly used ones include: Stochastic Gradient Descent (SGD) optimizer Adam optimizer Adagrad optimizer RMSprop optimizer Adadelta optimizer Adamax optimizer Nadam optimizer These optimizers can select the appropriate optimizer for training and optimization based on the specific task and model.<\/p>\n","protected":false},"author":14,"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":[2901,960,75,2900,9148],"class_list":["post-7216","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-adam-optimizer","tag-deep-learning","tag-machine-learning","tag-sgd-optimizer","tag-tensorflow-optimizers"],"yoast_head":"\nTensorFlow Optimizers: Built-in Types - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"Explore TensorFlow's built-in optimizers: SGD, Adam, Adagrad, RMSprop, Adadelta, Adamax, Nadam. 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