{
  "id": 199755,
  "title": "21st solution: freeze and stage-wise training",
  "url": "/competitions/lyft-motion-prediction-autonomous-vehicles/writeups/21st-solution-freeze-and-stage-wise-training",
  "author_name": "",
  "post_date": "2020-11-27T14:08:15.143Z",
  "votes": 26,
  "comment_count": 1,
  "views": 0,
  "content": "<p>in summary (lb shown in red is public LB):<br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F113660%2F936f4a397b66a26c15b2fe47ac47087c%2FSelection_063.png?generation=1606461205385767&amp;alt=media\" alt=\"\"></p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F113660%2Fd426997c9a23e7b0777ede06cbb62de2%2FSelection_061.png?generation=1606460932975188&amp;alt=media\" alt=\"\"></p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F113660%2Fef5337723983b036b1b613c6d4b87da5%2FSelection_062.png?generation=1606460950160462&amp;alt=media\" alt=\"\"></p>\n<p>since ensemble is difficult, I adopt stacking.</p>",
  "messages": [
    {
      "id": "1092792",
      "postDate": "11/27/2020 07:09:12",
      "content": "<p>in summary (lb shown in red is public LB):<br>\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F113660%2F936f4a397b66a26c15b2fe47ac47087c%2FSelection_063.png?generation=1606461205385767&amp;alt=media\" alt=\"\"></p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F113660%2Fd426997c9a23e7b0777ede06cbb62de2%2FSelection_061.png?generation=1606460932975188&amp;alt=media\" alt=\"\"></p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F113660%2Fef5337723983b036b1b613c6d4b87da5%2FSelection_062.png?generation=1606460950160462&amp;alt=media\" alt=\"\"></p>\n<p>since ensemble is difficult, I adopt stacking.</p>",
      "rawMarkdown": "in summary (lb shown in red is public LB):\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F113660%2F936f4a397b66a26c15b2fe47ac47087c%2FSelection_063.png?generation=1606461205385767&alt=media)\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F113660%2Fd426997c9a23e7b0777ede06cbb62de2%2FSelection_061.png?generation=1606460932975188&alt=media)\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F113660%2Fef5337723983b036b1b613c6d4b87da5%2FSelection_062.png?generation=1606460950160462&alt=media)\n\nsince ensemble is difficult, I adopt stacking.",
      "votes": null
    },
    {
      "id": "1103465",
      "postDate": "12/05/2020 23:42:17",
      "content": "<p>Thanks for sharing <a href=\"https://www.kaggle.com/hengck23\" target=\"_blank\">@hengck23</a> with the summarized figure and the code!</p>",
      "rawMarkdown": "Thanks for sharing @hengck23 with the summarized figure and the code!",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1103465,
      "author_name": "corochann",
      "author_url": "",
      "post_date": "12/05/2020 23:42:17",
      "content": "<p>Thanks for sharing <a href=\"https://www.kaggle.com/hengck23\" target=\"_blank\">@hengck23</a> with the summarized figure and the code!</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1092792": "in summary (lb shown in red is public LB):\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F113660%2F936f4a397b66a26c15b2fe47ac47087c%2FSelection_063.png?generation=1606461205385767&alt=media)\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F113660%2Fd426997c9a23e7b0777ede06cbb62de2%2FSelection_061.png?generation=1606460932975188&alt=media)\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F113660%2Fef5337723983b036b1b613c6d4b87da5%2FSelection_062.png?generation=1606460950160462&alt=media)\n\nsince ensemble is difficult, I adopt stacking.",
    "1103465": "Thanks for sharing @hengck23 with the summarized figure and the code!"
  },
  "source": "meta"
}