{
  "id": 256499,
  "title": "why colab P100 is 5x faster than kaggle P100？",
  "url": "/competitions/siim-covid19-detection/discussion/256499",
  "author_name": "Drzhuzhe",
  "post_date": "2021-08-02T02:26:39.852000",
  "votes": 25,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Even though is as same as P100 why colab is much faster?</p>\n<p>possible :</p>\n<ol>\n<li><p>cuda version or driver version should be upgrade ?  </p></li>\n<li><p>kaggle read data from dataset is much slower ?</p></li>\n</ol>\n<p>This is colab gpu info <br>\nMon Aug  2 02:06:40 2021       </p>\n<p>`+-----------------------------------------------------------------------------+<br>\n| NVIDIA-SMI 470.42.01    Driver Version: 460.32.03    CUDA Version: 11.2     |<br>\n|-------------------------------+----------------------+----------------------+<br>\n| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |<br>\n| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |<br>\n|                               |                      |               MIG M. |<br>\n|===============================+======================+======================|<br>\n|   0  Tesla P100-PCIE…  Off  | 00000000:00:04.0 Off |                    0 |<br>\n| N/A   37C    P0    25W / 250W |      0MiB / 16280MiB |      0%      Default |<br>\n|                               |                      |                  N/A |<br>\n+-------------------------------+----------------------+----------------------+</p>\n<p>+-----------------------------------------------------------------------------+<br>\n| Processes:                                                                  |<br>\n|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |<br>\n|        ID   ID                                                   Usage      |<br>\n|=============================================================================|<br>\n|  No running processes found                                                 |<br>\n+-----------------------------------------------------------------------------+`</p>\n<p>This is kaggle </p>\n<p>+-----------------------------------------------------------------------------+<br>\n| NVIDIA-SMI 450.119.04   Driver Version: 450.119.04   CUDA Version: 11.0     |<br>\n|-------------------------------+----------------------+----------------------+<br>\n| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |<br>\n| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |<br>\n|                               |                      |               MIG M. |<br>\n|===============================+======================+======================|<br>\n|   0  Tesla P100-PCIE…  Off  | 00000000:00:04.0 Off |                    0 |<br>\n| N/A   33C    P0    27W / 250W |      0MiB / 16280MiB |      0%      Default |<br>\n|                               |                      |                  N/A |<br>\n+-------------------------------+----------------------+----------------------+</p>\n<p>+-----------------------------------------------------------------------------+<br>\n| Processes:                                                                  |<br>\n|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |<br>\n|        ID   ID                                                   Usage      |<br>\n|=============================================================================|<br>\n|  No running processes found                                                 |<br>\n+-----------------------------------------------------------------------------+</p>",
  "messages": [
    {
      "id": 1407555,
      "postDate": "2021-08-02T02:26:39.853Z",
      "content": "<p>Even though is as same as P100 why colab is much faster?</p>\n<p>possible :</p>\n<ol>\n<li><p>cuda version or driver version should be upgrade ?  </p></li>\n<li><p>kaggle read data from dataset is much slower ?</p></li>\n</ol>\n<p>This is colab gpu info <br>\nMon Aug  2 02:06:40 2021       </p>\n<p>`+-----------------------------------------------------------------------------+<br>\n| NVIDIA-SMI 470.42.01    Driver Version: 460.32.03    CUDA Version: 11.2     |<br>\n|-------------------------------+----------------------+----------------------+<br>\n| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |<br>\n| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |<br>\n|                               |                      |               MIG M. |<br>\n|===============================+======================+======================|<br>\n|   0  Tesla P100-PCIE…  Off  | 00000000:00:04.0 Off |                    0 |<br>\n| N/A   37C    P0    25W / 250W |      0MiB / 16280MiB |      0%      Default |<br>\n|                               |                      |                  N/A |<br>\n+-------------------------------+----------------------+----------------------+</p>\n<p>+-----------------------------------------------------------------------------+<br>\n| Processes:                                                                  |<br>\n|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |<br>\n|        ID   ID                                                   Usage      |<br>\n|=============================================================================|<br>\n|  No running processes found                                                 |<br>\n+-----------------------------------------------------------------------------+`</p>\n<p>This is kaggle </p>\n<p>+-----------------------------------------------------------------------------+<br>\n| NVIDIA-SMI 450.119.04   Driver Version: 450.119.04   CUDA Version: 11.0     |<br>\n|-------------------------------+----------------------+----------------------+<br>\n| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |<br>\n| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |<br>\n|                               |                      |               MIG M. |<br>\n|===============================+======================+======================|<br>\n|   0  Tesla P100-PCIE…  Off  | 00000000:00:04.0 Off |                    0 |<br>\n| N/A   33C    P0    27W / 250W |      0MiB / 16280MiB |      0%      Default |<br>\n|                               |                      |                  N/A |<br>\n+-------------------------------+----------------------+----------------------+</p>\n<p>+-----------------------------------------------------------------------------+<br>\n| Processes:                                                                  |<br>\n|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |<br>\n|        ID   ID                                                   Usage      |<br>\n|=============================================================================|<br>\n|  No running processes found                                                 |<br>\n+-----------------------------------------------------------------------------+</p>",
      "rawMarkdown": "Even though is as same as P100 why colab is much faster?\n\npossible :\n\n1. cuda version or driver version should be upgrade ?  \n\n2. kaggle read data from dataset is much slower ?\n\n\n\n\n\n\nThis is colab gpu info \nMon Aug  2 02:06:40 2021       \n\n`+-----------------------------------------------------------------------------+\n| NVIDIA-SMI 470.42.01    Driver Version: 460.32.03    CUDA Version: 11.2     |\n|-------------------------------+----------------------+----------------------+\n| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |\n| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |\n|                               |                      |               MIG M. |\n|===============================+======================+======================|\n|   0  Tesla P100-PCIE...  Off  | 00000000:00:04.0 Off |                    0 |\n| N/A   37C    P0    25W / 250W |      0MiB / 16280MiB |      0%      Default |\n|                               |                      |                  N/A |\n+-------------------------------+----------------------+----------------------+\n                                                                               \n+-----------------------------------------------------------------------------+\n| Processes:                                                                  |\n|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |\n|        ID   ID                                                   Usage      |\n|=============================================================================|\n|  No running processes found                                                 |\n+-----------------------------------------------------------------------------+`\n\n\nThis is kaggle \n\n+-----------------------------------------------------------------------------+\n| NVIDIA-SMI 450.119.04   Driver Version: 450.119.04   CUDA Version: 11.0     |\n|-------------------------------+----------------------+----------------------+\n| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |\n| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |\n|                               |                      |               MIG M. |\n|===============================+======================+======================|\n|   0  Tesla P100-PCIE...  Off  | 00000000:00:04.0 Off |                    0 |\n| N/A   33C    P0    27W / 250W |      0MiB / 16280MiB |      0%      Default |\n|                               |                      |                  N/A |\n+-------------------------------+----------------------+----------------------+\n                                                                               \n+-----------------------------------------------------------------------------+\n| Processes:                                                                  |\n|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |\n|        ID   ID                                                   Usage      |\n|=============================================================================|\n|  No running processes found                                                 |\n+-----------------------------------------------------------------------------+\n\n\n",
      "votes": 25
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1407555": "Even though is as same as P100 why colab is much faster?\n\npossible :\n\n1. cuda version or driver version should be upgrade ?  \n\n2. kaggle read data from dataset is much slower ?\n\n\n\n\n\n\nThis is colab gpu info \nMon Aug  2 02:06:40 2021       \n\n`+-----------------------------------------------------------------------------+\n| NVIDIA-SMI 470.42.01    Driver Version: 460.32.03    CUDA Version: 11.2     |\n|-------------------------------+----------------------+----------------------+\n| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |\n| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |\n|                               |                      |               MIG M. |\n|===============================+======================+======================|\n|   0  Tesla P100-PCIE...  Off  | 00000000:00:04.0 Off |                    0 |\n| N/A   37C    P0    25W / 250W |      0MiB / 16280MiB |      0%      Default |\n|                               |                      |                  N/A |\n+-------------------------------+----------------------+----------------------+\n                                                                               \n+-----------------------------------------------------------------------------+\n| Processes:                                                                  |\n|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |\n|        ID   ID                                                   Usage      |\n|=============================================================================|\n|  No running processes found                                                 |\n+-----------------------------------------------------------------------------+`\n\n\nThis is kaggle \n\n+-----------------------------------------------------------------------------+\n| NVIDIA-SMI 450.119.04   Driver Version: 450.119.04   CUDA Version: 11.0     |\n|-------------------------------+----------------------+----------------------+\n| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |\n| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |\n|                               |                      |               MIG M. |\n|===============================+======================+======================|\n|   0  Tesla P100-PCIE...  Off  | 00000000:00:04.0 Off |                    0 |\n| N/A   33C    P0    27W / 250W |      0MiB / 16280MiB |      0%      Default |\n|                               |                      |                  N/A |\n+-------------------------------+----------------------+----------------------+\n                                                                               \n+-----------------------------------------------------------------------------+\n| Processes:                                                                  |\n|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |\n|        ID   ID                                                   Usage      |\n|=============================================================================|\n|  No running processes found                                                 |\n+-----------------------------------------------------------------------------+\n\n\n"
  }
}