{
  "id": 122515,
  "title": "Baseline results",
  "url": "/competitions/bengaliai-cv19/discussion/122515",
  "author_name": "Peter",
  "post_date": "2019-12-20T16:34:47.818000",
  "votes": 20,
  "comment_count": 6,
  "views": 0,
  "content": "<p>I'll train a few basic models, and I'll update this topic with my results. Stay tuned.</p>\n\n<p>| Model | Epochs | Optim | Valid | Local score  | TTA | Public LB |\n| --- | --- | --- | --- | --- | --- | --- |\n|R-18  | 4 | Adam 2e-5 | - | - | none  | 0.7654 |\n|R-18  | 4 | Adam 2e-5 | 8% | 0.6437 | none  | 0.6405 |\n|R-18  | 5 | RAdam 2e-5 | 8% | 0.8740 | none  | - |\n|R-34  | 4 | Adam 2e-5 | - | - | none  | 0.8192 |\n|R-50  | 4 | Adam 2e-5 | -  | - | none  | 0.8086 |</p>",
  "messages": [
    {
      "id": 699619,
      "postDate": "2019-12-20T16:34:47.820Z",
      "content": "<p>I'll train a few basic models, and I'll update this topic with my results. Stay tuned.</p>\n\n<p>| Model | Epochs | Optim | Valid | Local score  | TTA | Public LB |\n| --- | --- | --- | --- | --- | --- | --- |\n|R-18  | 4 | Adam 2e-5 | - | - | none  | 0.7654 |\n|R-18  | 4 | Adam 2e-5 | 8% | 0.6437 | none  | 0.6405 |\n|R-18  | 5 | RAdam 2e-5 | 8% | 0.8740 | none  | - |\n|R-34  | 4 | Adam 2e-5 | - | - | none  | 0.8192 |\n|R-50  | 4 | Adam 2e-5 | -  | - | none  | 0.8086 |</p>",
      "rawMarkdown": "I'll train a few basic models, and I'll update this topic with my results. Stay tuned.\n\n\n| Model | Epochs | Optim | Valid | Local score  | TTA | Public LB |\n| --- | --- | --- | --- | --- | --- | --- |\n|R-18  | 4 | Adam 2e-5 | - | - | none  | 0.7654 |\n|R-18  | 4 | Adam 2e-5 | 8% | 0.6437 | none  | 0.6405 |\n|R-18  | 5 | RAdam 2e-5 | 8% | 0.8740 | none  | - |\n|R-34  | 4 | Adam 2e-5 | - | - | none  | 0.8192 |\n|R-50  | 4 | Adam 2e-5 | -  | - | none  | 0.8086 |\n\n\n\n\n",
      "votes": 20
    },
    {
      "id": 700078,
      "postDate": "2019-12-21T12:26:03Z",
      "content": "<p>Resnet50: 0.8086</p>",
      "rawMarkdown": "Resnet50: 0.8086",
      "replies": [
        {
          "id": 700108,
          "postDate": "2019-12-21T13:25:00.577Z",
          "content": "<p>Hi,\nWhy do you think res50 performed worse than res34?</p>",
          "rawMarkdown": "Hi,\nWhy do you think res50 performed worse than res34?"
        },
        {
          "id": 700121,
          "postDate": "2019-12-21T13:41:11.170Z",
          "content": "<p>Probably overfit. I did not use a validation set yet. I am working on it now; later, I'll re-run the resnet50.</p>",
          "rawMarkdown": "Probably overfit. I did not use a validation set yet. I am working on it now; later, I'll re-run the resnet50."
        }
      ]
    },
    {
      "id": 699866,
      "postDate": "2019-12-21T03:21:33.900Z",
      "content": "<p>Resnet34 baseline result: 0.8192</p>",
      "rawMarkdown": "Resnet34 baseline result: 0.8192"
    },
    {
      "id": 700454,
      "postDate": "2019-12-22T03:45:57.713Z",
      "rawMarkdown": "",
      "isDeleted": true
    },
    {
      "id": 699706,
      "postDate": "2019-12-20T19:40:18.783Z",
      "content": "<p>Great Thank you!</p>",
      "rawMarkdown": "Great Thank you!"
    }
  ],
  "comments": [
    {
      "id": 700078,
      "author_name": "Peter",
      "author_url": "",
      "post_date": "2019-12-21T12:26:03",
      "content": "<p>Resnet50: 0.8086</p>",
      "votes": 0,
      "replies": [
        {
          "id": 700108,
          "author_name": "Rafid Abyaad",
          "author_url": "",
          "post_date": "2019-12-21T13:25:00.577000",
          "content": "<p>Hi,\nWhy do you think res50 performed worse than res34?</p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 700121,
          "author_name": "Peter",
          "author_url": "",
          "post_date": "2019-12-21T13:41:11.170000",
          "content": "<p>Probably overfit. I did not use a validation set yet. I am working on it now; later, I'll re-run the resnet50.</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 699866,
      "author_name": "Peter",
      "author_url": "",
      "post_date": "2019-12-21T03:21:33.900000",
      "content": "<p>Resnet34 baseline result: 0.8192</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 700454,
      "author_name": "",
      "author_url": "",
      "post_date": "2019-12-22T03:45:57.713000",
      "content": "",
      "votes": 0,
      "replies": []
    },
    {
      "id": 699706,
      "author_name": "Hanjoon Choe",
      "author_url": "",
      "post_date": "2019-12-20T19:40:18.783000",
      "content": "<p>Great Thank you!</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "699619": "I'll train a few basic models, and I'll update this topic with my results. Stay tuned.\n\n\n| Model | Epochs | Optim | Valid | Local score  | TTA | Public LB |\n| --- | --- | --- | --- | --- | --- | --- |\n|R-18  | 4 | Adam 2e-5 | - | - | none  | 0.7654 |\n|R-18  | 4 | Adam 2e-5 | 8% | 0.6437 | none  | 0.6405 |\n|R-18  | 5 | RAdam 2e-5 | 8% | 0.8740 | none  | - |\n|R-34  | 4 | Adam 2e-5 | - | - | none  | 0.8192 |\n|R-50  | 4 | Adam 2e-5 | -  | - | none  | 0.8086 |\n\n\n\n\n",
    "700078": "Resnet50: 0.8086",
    "699866": "Resnet34 baseline result: 0.8192",
    "700454": "",
    "699706": "Great Thank you!"
  }
}