{
  "id": 399831,
  "title": "What's your inference time?",
  "url": "/competitions/birdclef-2023/discussion/399831",
  "author_name": "",
  "post_date": "2023-04-05T18:17:29.060925900Z",
  "votes": 1,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Anyone can share the inference time for your model? <br>\nMy model is based on efficientnet_b0 and the inference time is about 2100s plus 900s for data loading, thus 3000s in total. Since the host says <code>It should take your submission notebook approximately five minutes to load all of the test soundscapes.</code>, I wonder if my code is not efficient for loading the data and potentially inference as well.<br>\nI am using librosa loading the data. What's your inference time?</p>",
  "messages": [
    {
      "id": "2210948",
      "postDate": "04/05/2023 18:17:29",
      "content": "<p>Anyone can share the inference time for your model? <br>\nMy model is based on efficientnet_b0 and the inference time is about 2100s plus 900s for data loading, thus 3000s in total. Since the host says <code>It should take your submission notebook approximately five minutes to load all of the test soundscapes.</code>, I wonder if my code is not efficient for loading the data and potentially inference as well.<br>\nI am using librosa loading the data. What's your inference time?</p>",
      "rawMarkdown": "Anyone can share the inference time for your model? \nMy model is based on efficientnet_b0 and the inference time is about 2100s plus 900s for data loading, thus 3000s in total. Since the host says `It should take your submission notebook approximately five minutes to load all of the test soundscapes.`, I wonder if my code is not efficient for loading the data and potentially inference as well.\nI am using librosa loading the data. What's your inference time?",
      "votes": null
    },
    {
      "id": "2211683",
      "postDate": "04/06/2023 07:36:46",
      "content": "<p>Hey Leon, how can one get this information? Would be pleased to share my times with you but don't know how to.</p>\n<p>Best,<br>\nJan</p>",
      "rawMarkdown": "Hey Leon, how can one get this information? Would be pleased to share my times with you but don't know how to.\n\nBest,\nJan",
      "votes": null
    },
    {
      "id": "2212512",
      "postDate": "04/06/2023 20:17:20",
      "content": "<p>simply apply a for loop with range(200) as the host says hidden test size is approximate 200.</p>",
      "rawMarkdown": "simply apply a for loop with range(200) as the host says hidden test size is approximate 200.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2211683,
      "author_name": "janbrederecke",
      "author_url": "",
      "post_date": "04/06/2023 07:36:46",
      "content": "<p>Hey Leon, how can one get this information? Would be pleased to share my times with you but don't know how to.</p>\n<p>Best,<br>\nJan</p>",
      "votes": null,
      "replies": [
        {
          "id": 2212512,
          "author_name": "leonshangguan",
          "author_url": "",
          "post_date": "04/06/2023 20:17:20",
          "content": "<p>simply apply a for loop with range(200) as the host says hidden test size is approximate 200.</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "2210948": "Anyone can share the inference time for your model? \nMy model is based on efficientnet_b0 and the inference time is about 2100s plus 900s for data loading, thus 3000s in total. Since the host says `It should take your submission notebook approximately five minutes to load all of the test soundscapes.`, I wonder if my code is not efficient for loading the data and potentially inference as well.\nI am using librosa loading the data. What's your inference time?",
    "2211683": "Hey Leon, how can one get this information? Would be pleased to share my times with you but don't know how to.\n\nBest,\nJan",
    "2212512": "simply apply a for loop with range(200) as the host says hidden test size is approximate 200."
  },
  "source": "meta"
}