{
  "id": 216972,
  "title": "Submission taking 7hours + ",
  "url": "/competitions/cassava-leaf-disease-classification/discussion/216972",
  "author_name": "",
  "post_date": "2021-02-04T17:44:41.085136600Z",
  "votes": null,
  "comment_count": 11,
  "views": 0,
  "content": "<p>Hey there, i hope you're doing great;<br>\nsince yesterday and i'm trying to submit new predictions and two files have take all the night and ending by a \"kaggle error\" and now i'm submitting new one and it's taking more than 3 hours and still not submitted!!<br>\nany ideas please? hence this is the first time i got this problem :(</p>",
  "messages": [
    {
      "id": "1186256",
      "postDate": "02/04/2021 17:44:41",
      "content": "<p>Hey there, i hope you're doing great;<br>\nsince yesterday and i'm trying to submit new predictions and two files have take all the night and ending by a \"kaggle error\" and now i'm submitting new one and it's taking more than 3 hours and still not submitted!!<br>\nany ideas please? hence this is the first time i got this problem :(</p>",
      "rawMarkdown": "Hey there, i hope you're doing great;\nsince yesterday and i'm trying to submit new predictions and two files have take all the night and ending by a \"kaggle error\" and now i'm submitting new one and it's taking more than 3 hours and still not submitted!!\nany ideas please? hence this is the first time i got this problem :(",
      "votes": null
    },
    {
      "id": "1186267",
      "postDate": "02/04/2021 17:54:43",
      "content": "<p>depends on what you are submitting, model ensembles + tta can take a pretty long time. did you try to run your notebook on the test image? </p>",
      "rawMarkdown": "depends on what you are submitting, model ensembles + tta can take a pretty long time. did you try to run your notebook on the test image?",
      "votes": null
    },
    {
      "id": "1186273",
      "postDate": "02/04/2021 17:59:34",
      "content": "<p><a href=\"https://www.kaggle.com/alexanderriedel\" target=\"_blank\">@alexanderriedel</a> yes i'm submitting the notebook on test images without tta, and this is the first time i run into similar issue :(</p>",
      "rawMarkdown": "alexanderriedel yes i'm submitting the notebook on test images without tta, and this is the first time i run into similar issue :(",
      "votes": null
    },
    {
      "id": "1186289",
      "postDate": "02/04/2021 18:18:35",
      "content": "<p>I have created 2 notebooks. It may be helpful for you. For details click <a href=\"https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/216461\" target=\"_blank\">here</a></p>",
      "rawMarkdown": "I have created 2 notebooks. It may be helpful for you. For details click [here](https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/216461)",
      "votes": null
    },
    {
      "id": "1186290",
      "postDate": "02/04/2021 18:23:00",
      "content": "<p><a href=\"https://www.kaggle.com/vickygoyal\" target=\"_blank\">@vickygoyal</a> thank you, but i'm using two separates notebooks, one for training and the other for inference and they used to work well, and usually takes two hours to get the submission result.<br>\nI don't know why it's not working this time :(</p>",
      "rawMarkdown": "vickygoyal thank you, but i'm using two separates notebooks, one for training and the other for inference and they used to work well, and usually takes two hours to get the submission result.\nI don't know why it's not working this time :(",
      "votes": null
    },
    {
      "id": "1186292",
      "postDate": "02/04/2021 18:23:10",
      "content": "<p>i mean, is it working correctly for the one test image provided in the dataset?<br>\nwhats the difference between when it was working and now?</p>",
      "rawMarkdown": "i mean, is it working correctly for the one test image provided in the dataset?\nwhats the difference between when it was working and now?",
      "votes": null
    },
    {
      "id": "1186293",
      "postDate": "02/04/2021 18:25:21",
      "content": "<p>yes! but when submitting it takes so many hours and then finishing by saying \"Kaggle error\" and this is the first time to get this error, it's usually works fine; it usually takes about 2 hours to show the submitting result!</p>",
      "rawMarkdown": "yes! but when submitting it takes so many hours and then finishing by saying \"Kaggle error\" and this is the first time to get this error, it's usually works fine; it usually takes about 2 hours to show the submitting result!",
      "votes": null
    },
    {
      "id": "1186304",
      "postDate": "02/04/2021 18:45:55",
      "content": "<p>Sometimes even if you select GPU it might be behind the scene running on CPU. It happened with me I have selected TPU but somehow it is running on GPU. It happened on Mozilla. You can try to check that using a different browser or restarting the browser.<br>\nYou can also try to compare your notebook with the inference notebook I have created in the link provided. <br>\n7 hours is way too much time for the result :(</p>",
      "rawMarkdown": "Sometimes even if you select GPU it might be behind the scene running on CPU. It happened with me I have selected TPU but somehow it is running on GPU. It happened on Mozilla. You can try to check that using a different browser or restarting the browser.\nYou can also try to compare your notebook with the inference notebook I have created in the link provided. \n7 hours is way too much time for the result :(",
      "votes": null
    },
    {
      "id": "1186503",
      "postDate": "02/04/2021 21:11:19",
      "content": "<p>Thank you</p>",
      "rawMarkdown": "Thank you",
      "votes": null
    },
    {
      "id": "1187285",
      "postDate": "02/05/2021 10:41:37",
      "content": "<p>I turned on GPU before submission, and it got a lot faster.</p>",
      "rawMarkdown": "I turned on GPU before submission, and it got a lot faster.",
      "votes": null
    },
    {
      "id": "1187756",
      "postDate": "02/05/2021 17:24:35",
      "content": "<p>Maybe your session is running out of memory or something of that sort is happening. Check by running the inference notebook on train dataset . You'll figure out the issue. </p>",
      "rawMarkdown": "Maybe your session is running out of memory or something of that sort is happening. Check by running the inference notebook on train dataset . You'll figure out the issue.",
      "votes": null
    },
    {
      "id": "1187924",
      "postDate": "02/05/2021 18:55:26",
      "content": "<p>Thank you all for your help, the issue solved, although it took extra time but it's ok!</p>",
      "rawMarkdown": "Thank you all for your help, the issue solved, although it took extra time but it's ok!",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1186267,
      "author_name": "alexanderriedel",
      "author_url": "",
      "post_date": "02/04/2021 17:54:43",
      "content": "<p>depends on what you are submitting, model ensembles + tta can take a pretty long time. did you try to run your notebook on the test image? </p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1186273,
      "author_name": "ahmedmohamedlemin",
      "author_url": "",
      "post_date": "02/04/2021 17:59:34",
      "content": "<p><a href=\"https://www.kaggle.com/alexanderriedel\" target=\"_blank\">@alexanderriedel</a> yes i'm submitting the notebook on test images without tta, and this is the first time i run into similar issue :(</p>",
      "votes": null,
      "replies": [
        {
          "id": 1186292,
          "author_name": "alexanderriedel",
          "author_url": "",
          "post_date": "02/04/2021 18:23:10",
          "content": "<p>i mean, is it working correctly for the one test image provided in the dataset?<br>\nwhats the difference between when it was working and now?</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 1186293,
          "author_name": "ahmedmohamedlemin",
          "author_url": "",
          "post_date": "02/04/2021 18:25:21",
          "content": "<p>yes! but when submitting it takes so many hours and then finishing by saying \"Kaggle error\" and this is the first time to get this error, it's usually works fine; it usually takes about 2 hours to show the submitting result!</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1186289,
      "author_name": "vickygoyal",
      "author_url": "",
      "post_date": "02/04/2021 18:18:35",
      "content": "<p>I have created 2 notebooks. It may be helpful for you. For details click <a href=\"https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/216461\" target=\"_blank\">here</a></p>",
      "votes": null,
      "replies": [
        {
          "id": 1186290,
          "author_name": "ahmedmohamedlemin",
          "author_url": "",
          "post_date": "02/04/2021 18:23:00",
          "content": "<p><a href=\"https://www.kaggle.com/vickygoyal\" target=\"_blank\">@vickygoyal</a> thank you, but i'm using two separates notebooks, one for training and the other for inference and they used to work well, and usually takes two hours to get the submission result.<br>\nI don't know why it's not working this time :(</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 1186304,
          "author_name": "vickygoyal",
          "author_url": "",
          "post_date": "02/04/2021 18:45:55",
          "content": "<p>Sometimes even if you select GPU it might be behind the scene running on CPU. It happened with me I have selected TPU but somehow it is running on GPU. It happened on Mozilla. You can try to check that using a different browser or restarting the browser.<br>\nYou can also try to compare your notebook with the inference notebook I have created in the link provided. <br>\n7 hours is way too much time for the result :(</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 1186503,
          "author_name": "ahmedmohamedlemin",
          "author_url": "",
          "post_date": "02/04/2021 21:11:19",
          "content": "<p>Thank you</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1187285,
      "author_name": "altinignec",
      "author_url": "",
      "post_date": "02/05/2021 10:41:37",
      "content": "<p>I turned on GPU before submission, and it got a lot faster.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1187756,
      "author_name": "deepakbhatp",
      "author_url": "",
      "post_date": "02/05/2021 17:24:35",
      "content": "<p>Maybe your session is running out of memory or something of that sort is happening. Check by running the inference notebook on train dataset . You'll figure out the issue. </p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1187924,
      "author_name": "ahmedmohamedlemin",
      "author_url": "",
      "post_date": "02/05/2021 18:55:26",
      "content": "<p>Thank you all for your help, the issue solved, although it took extra time but it's ok!</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1186256": "Hey there, i hope you're doing great;\nsince yesterday and i'm trying to submit new predictions and two files have take all the night and ending by a \"kaggle error\" and now i'm submitting new one and it's taking more than 3 hours and still not submitted!!\nany ideas please? hence this is the first time i got this problem :(",
    "1186267": "depends on what you are submitting, model ensembles + tta can take a pretty long time. did you try to run your notebook on the test image?",
    "1186273": "alexanderriedel yes i'm submitting the notebook on test images without tta, and this is the first time i run into similar issue :(",
    "1186289": "I have created 2 notebooks. It may be helpful for you. For details click [here](https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/216461)",
    "1186290": "vickygoyal thank you, but i'm using two separates notebooks, one for training and the other for inference and they used to work well, and usually takes two hours to get the submission result.\nI don't know why it's not working this time :(",
    "1186292": "i mean, is it working correctly for the one test image provided in the dataset?\nwhats the difference between when it was working and now?",
    "1186293": "yes! but when submitting it takes so many hours and then finishing by saying \"Kaggle error\" and this is the first time to get this error, it's usually works fine; it usually takes about 2 hours to show the submitting result!",
    "1186304": "Sometimes even if you select GPU it might be behind the scene running on CPU. It happened with me I have selected TPU but somehow it is running on GPU. It happened on Mozilla. You can try to check that using a different browser or restarting the browser.\nYou can also try to compare your notebook with the inference notebook I have created in the link provided. \n7 hours is way too much time for the result :(",
    "1186503": "Thank you",
    "1187285": "I turned on GPU before submission, and it got a lot faster.",
    "1187756": "Maybe your session is running out of memory or something of that sort is happening. Check by running the inference notebook on train dataset . You'll figure out the issue.",
    "1187924": "Thank you all for your help, the issue solved, although it took extra time but it's ok!"
  },
  "source": "meta"
}