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Google Colaboratory How To
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Google Colaboratory How To
Comment
- Block comment text using Ctrl+/.
- Tools->Keyboard Shortcuts and search for "Comment Current Line".
Google Drive Connection
from google.colab import drivedrive.mount('/content/gdrive')
url = 'gdrive/MyDrive/Dataset/file.zip'
Ref:
- How to Deal With Files in Google Colab: Everything You Need to Know - neptune.ai
- Using Google Colab GPU VM + Drive as persistent storage for long Deep Learning training runs | by Prajwal Prashanth | Medium
Google Colab Background Run
- Free Google Colab. There are no official references for 'Idle' and 'Maximum Lifetime' durations, but testing done by Korakot Chaovavanich shows that:
- The 'maximum lifetime' of a running notebook is 12 hours (browser open)
- An 'Idle' notebook instance cuts-off after 90 minutes
- You can have a maximum of 2 notebooks running concurrently
- If you close the notebook window and open it while the instance is still running, the cell outputs and variables will still persist. However if the notebook instance has been recycled, your cell outputs and variables will no longer be available.
- WA sneaky workaround you can try is to have the Colabs instance open in your mobile browser in order to prevent the instance from being considered "Idle".
- Google Colab Pro+
- Background execution is enabled by default on all Colab Pro+ sessions.
- Click on Runtime option in the top left menu, then click on change runtime type, there you will see a checkbox for Background execution, check it and you can enjoy the benefit of Colab Pro+
- Comparison Free : Pro : Pro+ https://colab.research.google.com/signup
- How to prevent timeout
Hardware Specs
- disk information
!df -h. - CPU specs
!cat /proc/cpuinfo - memory specs
!cat /proc/meminfo - Test specs https://colab.research.google.com/drive/1dint4ly-7h8Trw0XRJ1uhC_VKe_wDJfY
Tricks
- 10 tricks for a better Google Colab experience | by Cyprien NIELLY | Towards Data Science
- ColabTricks
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Last updated on 3/7/2023