Getting Started

How to get started with Pytorch Lightning

1

Install Lightning

Use 'pip install lightning' or 'conda install lightning -c conda-forge' to install the library.

2

Define a LightningModule

Create a LightningModule by extending PyTorch's nn.Module and implement training_step, validation_step, and test_step methods.

3

Configure the Trainer

Instantiate a Trainer object with parameters like accelerator, devices, precision, and epochs.

4

Train the model

Call the Trainer's fit method with your LightningModule and data loaders.

5

Load and use checkpoints

Save trained models as checkpoints and load them for inference or further training.