{
  "id": 194992,
  "title": "SGD vs RMSPROP vs ADAM vs OTHER OPTIMIZER on cifar10 dataset",
  "url": "/competitions/carvana-image-masking-challenge/discussion/194992",
  "author_name": "",
  "post_date": "2020-11-03T00:42:12.072482200Z",
  "votes": null,
  "comment_count": 1,
  "views": 0,
  "content": "<p>hello guys, I'm quite new to deep learning and I had a question while working on the cifar10 dataset, because I only know the SGD optimizer, but I can't get values ​​above 82% accuracy, but with overfitting, so I would like to know which is the best optimizer for cifar10, thank you very much in advanc</p>",
  "messages": [
    {
      "id": "1067994",
      "postDate": "11/03/2020 00:42:12",
      "content": "<p>hello guys, I'm quite new to deep learning and I had a question while working on the cifar10 dataset, because I only know the SGD optimizer, but I can't get values ​​above 82% accuracy, but with overfitting, so I would like to know which is the best optimizer for cifar10, thank you very much in advanc</p>",
      "rawMarkdown": "hello guys, I'm quite new to deep learning and I had a question while working on the cifar10 dataset, because I only know the SGD optimizer, but I can't get values ​​above 82% accuracy, but with overfitting, so I would like to know which is the best optimizer for cifar10, thank you very much in advanc",
      "votes": null
    },
    {
      "id": "1068150",
      "postDate": "11/03/2020 05:43:46",
      "content": "<p><a href=\"https://www.kaggle.com/fernandosaraiva\" target=\"_blank\">@fernandosaraiva</a> You can view my notebook on optimization and choose your optimizer among them. You can try all of them and compare their accuracy. Mostly Adam optimizer is preferred for cifar10 dataset, but still, you can try with others too. Check this notebook:<br>\n<a href=\"https://www.kaggle.com/agsam23/optimization-and-regularization#Optimizers:\" target=\"_blank\">https://www.kaggle.com/agsam23/optimization-and-regularization#Optimizers:</a></p>",
      "rawMarkdown": "fernandosaraiva You can view my notebook on optimization and choose your optimizer among them. You can try all of them and compare their accuracy. Mostly Adam optimizer is preferred for cifar10 dataset, but still, you can try with others too. Check this notebook:\nhttps://www.kaggle.com/agsam23/optimization-and-regularization#Optimizers:",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1068150,
      "author_name": "agsam23",
      "author_url": "",
      "post_date": "11/03/2020 05:43:46",
      "content": "<p><a href=\"https://www.kaggle.com/fernandosaraiva\" target=\"_blank\">@fernandosaraiva</a> You can view my notebook on optimization and choose your optimizer among them. You can try all of them and compare their accuracy. Mostly Adam optimizer is preferred for cifar10 dataset, but still, you can try with others too. Check this notebook:<br>\n<a href=\"https://www.kaggle.com/agsam23/optimization-and-regularization#Optimizers:\" target=\"_blank\">https://www.kaggle.com/agsam23/optimization-and-regularization#Optimizers:</a></p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1067994": "hello guys, I'm quite new to deep learning and I had a question while working on the cifar10 dataset, because I only know the SGD optimizer, but I can't get values ​​above 82% accuracy, but with overfitting, so I would like to know which is the best optimizer for cifar10, thank you very much in advanc",
    "1068150": "fernandosaraiva You can view my notebook on optimization and choose your optimizer among them. You can try all of them and compare their accuracy. Mostly Adam optimizer is preferred for cifar10 dataset, but still, you can try with others too. Check this notebook:\nhttps://www.kaggle.com/agsam23/optimization-and-regularization#Optimizers:"
  },
  "source": "meta"
}