{
  "id": 47723,
  "title": "Running Keras-U-starter kernel on free GPUs in parallel",
  "url": "/competitions/data-science-bowl-2018/discussion/47723",
  "author_name": "",
  "post_date": "2018-01-18T01:35:49.364031100Z",
  "votes": 1,
  "comment_count": 8,
  "views": 0,
  "content": "<p>I rebuilt the Keras U-Net starter - LB 0.277 kernel on Onepanel and running on free GPUs.  Follow README.md file on how to clone the fully running env.  I will start trying Jobs with incremental experiments in parallel.  Looking to build a team on this platform with access to free GPUs...</p>\n\n<p>Onepanel is offering to join / support teams by providing parallel GPU optimized job execution engine access on the platform.  Just have to provide feedback, bug reports, and feature requests as the platform is still in beta...</p>\n\n<p><a href=\"https://www.onepanel.io/beta\">https://www.onepanel.io/beta</a></p>\n\n<p>SORRY BETA IS NOW CLOSED</p>",
  "messages": [
    {
      "id": "270271",
      "postDate": "01/18/2018 01:35:49",
      "content": "<p>I rebuilt the Keras U-Net starter - LB 0.277 kernel on Onepanel and running on free GPUs.  Follow README.md file on how to clone the fully running env.  I will start trying Jobs with incremental experiments in parallel.  Looking to build a team on this platform with access to free GPUs...</p>\n\n<p>Onepanel is offering to join / support teams by providing parallel GPU optimized job execution engine access on the platform.  Just have to provide feedback, bug reports, and feature requests as the platform is still in beta...</p>\n\n<p><a href=\"https://www.onepanel.io/beta\">https://www.onepanel.io/beta</a></p>\n\n<p>SORRY BETA IS NOW CLOSED</p>",
      "rawMarkdown": "I rebuilt the Keras U-Net starter - LB 0.277 kernel on Onepanel and running on free GPUs.  Follow README.md file on how to clone the fully running env.  I will start trying Jobs with incremental experiments in parallel.  Looking to build a team on this platform with access to free GPUs...\n\nOnepanel is offering to join / support teams by providing parallel GPU optimized job execution engine access on the platform.  Just have to provide feedback, bug reports, and feature requests as the platform is still in beta...\n\nhttps://www.onepanel.io/beta\n\nSORRY BETA IS NOW CLOSED",
      "votes": null
    },
    {
      "id": "270282",
      "postDate": "01/18/2018 02:08:25",
      "content": "<p>Thanks! When I try to follow the Readme, I need to do the following extra steps before I can clone it.</p>\n\n<p>git config --global credential.helper store\napt-get update\nadd-apt-repository ppa:git-core/ppa \\\ncurl -s <a href=\"https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh\">https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh</a> | bash\napt-get install -y git-lfs\ngit lfs install</p>\n\n<p>Hope that it helps.</p>\n\n<p>//</p>",
      "rawMarkdown": "Thanks! When I try to follow the Readme, I need to do the following extra steps before I can clone it.\n\ngit config --global credential.helper store\napt-get update\nadd-apt-repository ppa:git-core/ppa \\\ncurl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | bash\napt-get install -y git-lfs\ngit lfs install\n\nHope that it helps.\n\n//",
      "votes": null
    },
    {
      "id": "270301",
      "postDate": "01/18/2018 03:10:37",
      "content": "<p>You are welcome.  Once you \"git\" the env cloned you can then start a GPU notebook container or start creating Jobs using the jobs execution engine.</p>\n\n<p>Best...</p>",
      "rawMarkdown": "You are welcome.  Once you \"git\" the env cloned you can then start a GPU notebook container or start creating Jobs using the jobs execution engine.\n\nBest...",
      "votes": null
    },
    {
      "id": "270898",
      "postDate": "01/19/2018 07:10:56",
      "content": "<p>You said you ran keras starter kernel in onepanel. I tried to create a notebook, but there is no notebook with keras installed in it. See screenshot. Can we run keras code in one panel?</p>",
      "rawMarkdown": "You said you ran keras starter kernel in onepanel. I tried to create a notebook, but there is no notebook with keras installed in it. See screenshot. Can we run keras code in one panel?",
      "votes": null
    },
    {
      "id": "270904",
      "postDate": "01/19/2018 07:32:07",
      "content": "<p>Vivek,</p>\n\n<p>Select the tensoflow image - Keras is embedded.  Same when you run jobs - select the tensoflow images for keras :)</p>",
      "rawMarkdown": "Vivek,\n\nSelect the tensoflow image - Keras is embedded.  Same when you run jobs - select the tensoflow images for keras :)",
      "votes": null
    },
    {
      "id": "296041",
      "postDate": "03/14/2018 16:22:53",
      "content": "<p>Would be nice if the free GPUs were available for this competition. We are struggling without one.</p>",
      "rawMarkdown": "Would be nice if the free GPUs were available for this competition. We are struggling without one.",
      "votes": null
    },
    {
      "id": "296283",
      "postDate": "03/15/2018 01:43:21",
      "content": "<p>you can use google collaboratory which has a free gpu: <a href=\"https://colab.research.google.com/\">https://colab.research.google.com</a>\nalso if you open an account on google cloud compute you get $300 free time; but you have to pay $35 to get 1 gpu and then you get $335 worth of time on the gpu</p>",
      "rawMarkdown": "you can use google collaboratory which has a free gpu: https://colab.research.google.com\nalso if you open an account on google cloud compute you get $300 free time; but you have to pay $35 to get 1 gpu and then you get $335 worth of time on the gpu",
      "votes": null
    },
    {
      "id": "296337",
      "postDate": "03/15/2018 04:08:11",
      "content": "<p>I tried google collaboratory but it kept crashing out on me.</p>",
      "rawMarkdown": "I tried google collaboratory but it kept crashing out on me.",
      "votes": null
    },
    {
      "id": "296344",
      "postDate": "03/15/2018 04:22:51",
      "content": "<p>you can run Unet on it for sure. i was able to complete and make submissions. \nfor Mask_RCNN you cannot run 512x512 but 128x128 could work. </p>",
      "rawMarkdown": "you can run Unet on it for sure. i was able to complete and make submissions. \nfor Mask_RCNN you cannot run 512x512 but 128x128 could work.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 270282,
      "author_name": "ppirrip",
      "author_url": "",
      "post_date": "01/18/2018 02:08:25",
      "content": "<p>Thanks! When I try to follow the Readme, I need to do the following extra steps before I can clone it.</p>\n\n<p>git config --global credential.helper store\napt-get update\nadd-apt-repository ppa:git-core/ppa \\\ncurl -s <a href=\"https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh\">https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh</a> | bash\napt-get install -y git-lfs\ngit lfs install</p>\n\n<p>Hope that it helps.</p>\n\n<p>//</p>",
      "votes": null,
      "replies": [
        {
          "id": 270301,
          "author_name": "onepanel",
          "author_url": "",
          "post_date": "01/18/2018 03:10:37",
          "content": "<p>You are welcome.  Once you \"git\" the env cloned you can then start a GPU notebook container or start creating Jobs using the jobs execution engine.</p>\n\n<p>Best...</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 270898,
      "author_name": "thevivekpandey",
      "author_url": "",
      "post_date": "01/19/2018 07:10:56",
      "content": "<p>You said you ran keras starter kernel in onepanel. I tried to create a notebook, but there is no notebook with keras installed in it. See screenshot. Can we run keras code in one panel?</p>",
      "votes": null,
      "replies": [
        {
          "id": 270904,
          "author_name": "onepanel",
          "author_url": "",
          "post_date": "01/19/2018 07:32:07",
          "content": "<p>Vivek,</p>\n\n<p>Select the tensoflow image - Keras is embedded.  Same when you run jobs - select the tensoflow images for keras :)</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 296041,
      "author_name": "krithikab2018",
      "author_url": "",
      "post_date": "03/14/2018 16:22:53",
      "content": "<p>Would be nice if the free GPUs were available for this competition. We are struggling without one.</p>",
      "votes": null,
      "replies": [
        {
          "id": 296283,
          "author_name": "mpsampat",
          "author_url": "",
          "post_date": "03/15/2018 01:43:21",
          "content": "<p>you can use google collaboratory which has a free gpu: <a href=\"https://colab.research.google.com/\">https://colab.research.google.com</a>\nalso if you open an account on google cloud compute you get $300 free time; but you have to pay $35 to get 1 gpu and then you get $335 worth of time on the gpu</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 296337,
          "author_name": "sunandabansal",
          "author_url": "",
          "post_date": "03/15/2018 04:08:11",
          "content": "<p>I tried google collaboratory but it kept crashing out on me.</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 296344,
          "author_name": "mpsampat",
          "author_url": "",
          "post_date": "03/15/2018 04:22:51",
          "content": "<p>you can run Unet on it for sure. i was able to complete and make submissions. \nfor Mask_RCNN you cannot run 512x512 but 128x128 could work. </p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "270271": "I rebuilt the Keras U-Net starter - LB 0.277 kernel on Onepanel and running on free GPUs.  Follow README.md file on how to clone the fully running env.  I will start trying Jobs with incremental experiments in parallel.  Looking to build a team on this platform with access to free GPUs...\n\nOnepanel is offering to join / support teams by providing parallel GPU optimized job execution engine access on the platform.  Just have to provide feedback, bug reports, and feature requests as the platform is still in beta...\n\nhttps://www.onepanel.io/beta\n\nSORRY BETA IS NOW CLOSED",
    "270282": "Thanks! When I try to follow the Readme, I need to do the following extra steps before I can clone it.\n\ngit config --global credential.helper store\napt-get update\nadd-apt-repository ppa:git-core/ppa \\\ncurl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | bash\napt-get install -y git-lfs\ngit lfs install\n\nHope that it helps.\n\n//",
    "270301": "You are welcome.  Once you \"git\" the env cloned you can then start a GPU notebook container or start creating Jobs using the jobs execution engine.\n\nBest...",
    "270898": "You said you ran keras starter kernel in onepanel. I tried to create a notebook, but there is no notebook with keras installed in it. See screenshot. Can we run keras code in one panel?",
    "270904": "Vivek,\n\nSelect the tensoflow image - Keras is embedded.  Same when you run jobs - select the tensoflow images for keras :)",
    "296041": "Would be nice if the free GPUs were available for this competition. We are struggling without one.",
    "296283": "you can use google collaboratory which has a free gpu: https://colab.research.google.com\nalso if you open an account on google cloud compute you get $300 free time; but you have to pay $35 to get 1 gpu and then you get $335 worth of time on the gpu",
    "296337": "I tried google collaboratory but it kept crashing out on me.",
    "296344": "you can run Unet on it for sure. i was able to complete and make submissions. \nfor Mask_RCNN you cannot run 512x512 but 128x128 could work."
  },
  "source": "meta"
}