Free GPU-enabled General Programming and ML Services

Google Colab:

• https://colab.research.google.com
• Pros:
• Free GPU time
• Save documents to Google Drive
• Document outline (headings) available on UI
• Run any language using %%writefile and %%script bash
• Install anything with sudo apt install
• Anything! basically it's a server without public ports
• Cons:
• No file manager side panel
• No opened file tabs
• Session is not persistent, opening .ipynb files will lead to random environment without previous saved files.
• No public ports
• No terminal

Paperspace Gradient:

• https://paperspace.com
• Pros:
• Free GPU time
• Save documents to the Docker container (or VM?) itself
• Create/open/run any file, not just %%writefile and %%script bash in .ipynb files
• Install anything with sudo apt install
• It's a private server without public ports
• Persistent saved files, persistent environment, open Gradient again with the same opened file tabs
• Based on JupyterLab, file manager available, opened file tabs
• Terminal default in 'sh' but run 'bash' to have Bash terminal
• Anything! basically it's a persistent server without public ports
• Cons:
• No public ports
• Can't save to Google Drive
• No .ipynb document outline (headings)