Usage with ItwinAI Logger

This section provides an example of how to use Prov4ML with PyTorch Lightning.

In any lightning module the calls to train_step, validation_step, and test_step can be overridden to log the necessary information.

Example: 
trainer = L.Trainer(
    accelerator="cuda",
    devices=1,
    max_epochs=EPOCHS,
    enable_checkpointing=False, 
    log_every_n_steps=1, 
    logger=[prov4ml.ProvMLItwinAILogger()],
)