{"id":5407,"date":"2024-03-14T02:48:11","date_gmt":"2024-03-14T02:48:11","guid":{"rendered":"https:\/\/www.silicloud.com\/blog\/what-are-the-optimizers-available-in-pytorch\/"},"modified":"2025-08-01T14:42:04","modified_gmt":"2025-08-01T14:42:04","slug":"what-are-the-optimizers-available-in-pytorch","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/blog\/what-are-the-optimizers-available-in-pytorch\/","title":{"rendered":"PyTorch Optimizers Guide"},"content":{"rendered":"

Commonly used optimizers in PyTorch include:<\/p>\n

    \n
  1. The optimizer called Stochastic Gradient Descent in PyTorch.<\/li>\n
  2. an optimization algorithm called Adam<\/li>\n
  3. A optimizer method in PyTorch called Adagrad.<\/li>\n
  4. use the optimizer AdamW from the torch module<\/li>\n
  5. The Adadelta optimizer in PyTorch.<\/li>\n
  6. a class named RMSprop in the torch.optim module<\/li>\n
  7. Adamax optimizer from the PyTorch library<\/li>\n
  8. ASGD optimizer from the torch.optim module.<\/li>\n<\/ol>\n

    These optimizers are commonly used optimization algorithms in PyTorch, and you can choose the appropriate optimizer for model training based on the specific task requirements.<\/p>\n","protected":false},"excerpt":{"rendered":"

    Commonly used optimizers in PyTorch include: The optimizer called Stochastic Gradient Descent in PyTorch. an optimization algorithm called Adam A optimizer method in PyTorch called Adagrad. use the optimizer AdamW from the torch module The Adadelta optimizer in PyTorch. a class named RMSprop in the torch.optim module Adamax optimizer from the PyTorch library ASGD optimizer […]<\/p>\n","protected":false},"author":12,"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":[5839,5838,3028,5837,5840],"class_list":["post-5407","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-deep-learning-optimizers","tag-machine-learning-optimizers","tag-pytorch-optimization","tag-pytorch-optimizers","tag-pytorch-sgd-adam"],"yoast_head":"\nPyTorch Optimizers Guide - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"Discover the top PyTorch optimizers: SGD, Adam, Adagrad, AdamW, Adadelta, RMSprop, Adamax, and ASGD. 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