robert-s-lee / grid-tips

These are unofficial Grid.ai examples. Please refer to Grid.ai docs for the latest. View using GitHub Pages

Examples

These are a collection of Grid.ai Run Badge examples. The Badge allows one click reproduction of an experiment. It is so easy these experiments can be kicked off from an iPhone.

Web UI Links

Category	Description	Grid.ai Run Link
Time Series	Coin Market Price Forecasting	- rslee-datastore-optional branch, - 15x Paralle Hyperparameter sweep --learning_rate "uniform(0,0.03,5)" --hidden_size "[16,32,64]"
NLP	Text Classification	rslee-add-default-download branch
Vision	Kinetics Video Classification	main branch
3rd Party	Optuna	- Single Run, - 8x Parallel Hyperparameter Sweeps

CLI Runs

Environment is set up by sourcing . gridenv. CLI equivalent can are in here.

Tips

• How to troubleshoot Grid.ai CLI
• How to create Grid.ai Run Badge
• Sessions
  • Set SSH Keepalive
  • Using Spot Instance