Observability

Kithara supports Tensorboard and (soon) Weights and Biases for observability.

Tensorboard

To use Tensorboard, simply specify the tensorboard_dir arg in the Trainer class to a local directory or a Google Cloud Storage bucket.

To track training and evaluation performance, launch the tensorboard server with:

tensorboard --logdir=your_tensorboard_dir