https://github.com/lightning-universe/lightning-quick-start

https://github.com/lightning-universe/lightning-quick-start

Last synced: 7 days ago
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• Host: GitHub
• URL: https://github.com/lightning-universe/lightning-quick-start
• Owner: Lightning-Universe
• Created: 2022-04-04T00:00:12.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2024-08-01T15:54:17.000Z (3 months ago)
• Last Synced: 2024-08-01T17:53:26.219Z (3 months ago)
• Language: Python
• Size: 15 MB
• Stars: 13
• Watchers: 12
• Forks: 9
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • Codeowners: .github/CODEOWNERS

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README

        
# Lightning Quick Start App

### Install Lightning

```bash

pip install lightning[app]

```

### Locally

In order to run the application locally, run the following commands

```

pip install -r requirements.txt

lightning run app app.py

```

### Cloud

In order to run the application cloud, run the following commands

### On CPU

```

lightning run app app.py --cloud

```

### On GPU

```

USE_GPU=1 lightning run app app.py --cloud

```

### Adding HPO support to Quick Start App.

Using [Lightning HPO](https://github.com/Lightning-AI/LAI-lightning-hpo-App), you can easily convert the training component into a Sweep Component.

```bash

pip install lightning-hpo

lightning run app app_hpo.py

```

### Learn how it works

The components are [here](https://github.com/Lightning-AI/lightning-quick-start/blob/main/quick_start/components.py) and the code is heavily commented.

Once you understand well this example, you aren't a beginner with Lightning App anymore 🔥