{
  "id": 285719,
  "title": "Memory crashing",
  "url": "/competitions/g-research-crypto-forecasting/discussion/285719",
  "author_name": "",
  "post_date": "2021-11-05T23:03:39.970309800Z",
  "votes": 2,
  "comment_count": 2,
  "views": 0,
  "content": "<p>I have used deep learning models for forecasting. Everything was ok  but the memory crashed just after the second asset<br>\nI used cudf to read the train data frame and cupy instead of NumPy but I could not start the training<br>\nAny help to solve this problem?<br>\nThanks in advance</p>",
  "messages": [
    {
      "id": "1572748",
      "postDate": "11/05/2021 23:03:39",
      "content": "<p>I have used deep learning models for forecasting. Everything was ok  but the memory crashed just after the second asset<br>\nI used cudf to read the train data frame and cupy instead of NumPy but I could not start the training<br>\nAny help to solve this problem?<br>\nThanks in advance</p>",
      "rawMarkdown": "I have used deep learning models for forecasting. Everything was ok  but the memory crashed just after the second asset\nI used cudf to read the train data frame and cupy instead of NumPy but I could not start the training\nAny help to solve this problem?\nThanks in advance",
      "votes": null
    },
    {
      "id": "1572964",
      "postDate": "11/06/2021 05:54:51",
      "content": "<p>Yeah, that's a pain in the a-s,<br>\nI guess using these might help,</p>\n<ol>\n<li><a href=\"https://www.kaggle.com/berserker408/crypto-tf-keras-nn-with-asset-embedding\" target=\"_blank\">Crypto - TF_Keras NN with Asset Embedding 🔥</a> [NB]</li>\n<li><a href=\"https://www.kaggle.com/c/g-research-crypto-forecasting/discussion/285721\" target=\"_blank\">Memory Reduction</a> [Topic]</li>\n</ol>",
      "rawMarkdown": "Yeah, that's a pain in the a-s,\nI guess using these might help,\n1. [Crypto - TF_Keras NN with Asset Embedding 🔥](https://www.kaggle.com/berserker408/crypto-tf-keras-nn-with-asset-embedding) [NB]\n2. [Memory Reduction](https://www.kaggle.com/c/g-research-crypto-forecasting/discussion/285721) [Topic]",
      "votes": null
    },
    {
      "id": "1573005",
      "postDate": "11/06/2021 06:58:35",
      "content": "<p>Thank you sir.</p>",
      "rawMarkdown": "Thank you sir.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1572964,
      "author_name": "soumya9977",
      "author_url": "",
      "post_date": "11/06/2021 05:54:51",
      "content": "<p>Yeah, that's a pain in the a-s,<br>\nI guess using these might help,</p>\n<ol>\n<li><a href=\"https://www.kaggle.com/berserker408/crypto-tf-keras-nn-with-asset-embedding\" target=\"_blank\">Crypto - TF_Keras NN with Asset Embedding 🔥</a> [NB]</li>\n<li><a href=\"https://www.kaggle.com/c/g-research-crypto-forecasting/discussion/285721\" target=\"_blank\">Memory Reduction</a> [Topic]</li>\n</ol>",
      "votes": null,
      "replies": [
        {
          "id": 1573005,
          "author_name": "fatmamazen",
          "author_url": "",
          "post_date": "11/06/2021 06:58:35",
          "content": "<p>Thank you sir.</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "1572748": "I have used deep learning models for forecasting. Everything was ok  but the memory crashed just after the second asset\nI used cudf to read the train data frame and cupy instead of NumPy but I could not start the training\nAny help to solve this problem?\nThanks in advance",
    "1572964": "Yeah, that's a pain in the a-s,\nI guess using these might help,\n1. [Crypto - TF_Keras NN with Asset Embedding 🔥](https://www.kaggle.com/berserker408/crypto-tf-keras-nn-with-asset-embedding) [NB]\n2. [Memory Reduction](https://www.kaggle.com/c/g-research-crypto-forecasting/discussion/285721) [Topic]",
    "1573005": "Thank you sir."
  },
  "source": "meta"
}