{
  "id": 170860,
  "title": "Why Inference for Submission",
  "url": "/competitions/birdsong-recognition/discussion/170860",
  "author_name": "",
  "post_date": "2020-07-29T10:38:13.580957300Z",
  "votes": -1,
  "comment_count": 1,
  "views": 0,
  "content": "<p>I can able to see many people are just getting the inference from a pre-trained model for the test dataset and submitting it as a final submission </p>\n\n<p>Instead of it, one can create a well-generalized model to classify the bird call species that way he can able to gain more amout of knowledge about the particular dataset\nCorrect me if am wrong . TIA!</p>",
  "messages": [
    {
      "id": "950323",
      "postDate": "07/29/2020 10:38:13",
      "content": "<p>I can able to see many people are just getting the inference from a pre-trained model for the test dataset and submitting it as a final submission </p>\n\n<p>Instead of it, one can create a well-generalized model to classify the bird call species that way he can able to gain more amout of knowledge about the particular dataset\nCorrect me if am wrong . TIA!</p>",
      "rawMarkdown": "I can able to see many people are just getting the inference from a pre-trained model for the test dataset and submitting it as a final submission \n\nInstead of it, one can create a well-generalized model to classify the bird call species that way he can able to gain more amout of knowledge about the particular dataset\nCorrect me if am wrong . TIA!",
      "votes": null
    },
    {
      "id": "950681",
      "postDate": "07/29/2020 14:38:48",
      "content": "<p>It is taking too much time to train a model even when i train a model using GPU , that too with folds in the data </p>",
      "rawMarkdown": "It is taking too much time to train a model even when i train a model using GPU , that too with folds in the data",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 950681,
      "author_name": "vpkprasanna",
      "author_url": "",
      "post_date": "07/29/2020 14:38:48",
      "content": "<p>It is taking too much time to train a model even when i train a model using GPU , that too with folds in the data </p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "950323": "I can able to see many people are just getting the inference from a pre-trained model for the test dataset and submitting it as a final submission \n\nInstead of it, one can create a well-generalized model to classify the bird call species that way he can able to gain more amout of knowledge about the particular dataset\nCorrect me if am wrong . TIA!",
    "950681": "It is taking too much time to train a model even when i train a model using GPU , that too with folds in the data"
  },
  "source": "meta"
}