{
  "id": 194993,
  "title": "What is the better optimizer for cifar10 dataset?",
  "url": "/competitions/cifar-10/discussion/194993",
  "author_name": "",
  "post_date": "2020-11-03T00:45:06.029904500Z",
  "votes": null,
  "comment_count": 3,
  "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 advance</p>",
  "messages": [
    {
      "id": "1067995",
      "postDate": "11/03/2020 00:45:06",
      "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 advance</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 advance",
      "votes": null
    },
    {
      "id": "1068077",
      "postDate": "11/03/2020 03:26:26",
      "content": "<p>Have you tried <code>Adam</code>? From my personal experience Adam works very well.</p>",
      "rawMarkdown": "Have you tried `Adam`? From my personal experience Adam works very well.",
      "votes": null
    },
    {
      "id": "1068149",
      "postDate": "11/03/2020 05:43:06",
      "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
    },
    {
      "id": "1068846",
      "postDate": "11/03/2020 19:55:40",
      "content": "<p>Thank u very much, friends, I'll try anothers optimizers, especially Adam.</p>",
      "rawMarkdown": "Thank u very much, friends, I'll try anothers optimizers, especially Adam.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1068077,
      "author_name": "aeryss",
      "author_url": "",
      "post_date": "11/03/2020 03:26:26",
      "content": "<p>Have you tried <code>Adam</code>? From my personal experience Adam works very well.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1068149,
      "author_name": "agsam23",
      "author_url": "",
      "post_date": "11/03/2020 05:43:06",
      "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": []
    },
    {
      "id": 1068846,
      "author_name": "fernandosaraiva",
      "author_url": "",
      "post_date": "11/03/2020 19:55:40",
      "content": "<p>Thank u very much, friends, I'll try anothers optimizers, especially Adam.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1067995": "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 advance",
    "1068077": "Have you tried `Adam`? From my personal experience Adam works very well.",
    "1068149": "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:",
    "1068846": "Thank u very much, friends, I'll try anothers optimizers, especially Adam."
  },
  "source": "meta"
}