{
  "id": 73916,
  "title": "How come CNN takes more time than LSTM?",
  "url": "/competitions/quora-insincere-questions-classification/discussion/73916",
  "author_name": "",
  "post_date": "2018-12-06T16:46:26.112187700Z",
  "votes": null,
  "comment_count": 1,
  "views": 0,
  "content": "<p>As of my knowledge, CNN is faster than LSTM. Because, of the benefits of convolutions in GPU. But, for same data LSTM takes 550 seconds and CNN takes 910+ seconds. Is this expected?</p>",
  "messages": [
    {
      "id": "434592",
      "postDate": "12/06/2018 16:46:26",
      "content": "<p>As of my knowledge, CNN is faster than LSTM. Because, of the benefits of convolutions in GPU. But, for same data LSTM takes 550 seconds and CNN takes 910+ seconds. Is this expected?</p>",
      "rawMarkdown": "As of my knowledge, CNN is faster than LSTM. Because, of the benefits of convolutions in GPU. But, for same data LSTM takes 550 seconds and CNN takes 910+ seconds. Is this expected?",
      "votes": null
    },
    {
      "id": "434594",
      "postDate": "12/06/2018 16:51:26",
      "content": "<p>Its not about only the data. If you have a complex CNN architecture and a shallow LSTM then its definetly possible</p>",
      "rawMarkdown": "Its not about only the data. If you have a complex CNN architecture and a shallow LSTM then its definetly possible",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 434594,
      "author_name": "shaz13",
      "author_url": "",
      "post_date": "12/06/2018 16:51:26",
      "content": "<p>Its not about only the data. If you have a complex CNN architecture and a shallow LSTM then its definetly possible</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "434592": "As of my knowledge, CNN is faster than LSTM. Because, of the benefits of convolutions in GPU. But, for same data LSTM takes 550 seconds and CNN takes 910+ seconds. Is this expected?",
    "434594": "Its not about only the data. If you have a complex CNN architecture and a shallow LSTM then its definetly possible"
  },
  "source": "meta"
}