Neptune-TensorBoard Integration

neptune-tensorboard, an open source project curated by the Neptune team, integrates TensorBoard with Neptune to let you enjoy the best of both worlds.

organize TensorBoard experiments in Neptune

Neptune supports two major use cases:

  1. With neptune-tensorboard you can have your TensorBoard visualizations hosted in Neptune. See how to sync TensorBoard logdir.

  2. You can use the neptune.integrate_with_tensorflow() method to instantly log major metrics (epoch and batch related) to Neptune. See how to integrate Neptune with Tensorflow.

Check the example TensorBoard project project in Neptune.

Installation

pip install neptune-tensorboard

Sync TensorBoard logdir with Neptune

Point Neptune to your TensorBoard logs directory:

neptune tensorboard /PATH/TO/TensorBoard_logdir --project USER_NAME/PROJECT_NAME

That’s it! You can now browse and collaborate on your TensorBoard runs in Neptune.

  • Organize your TensorBoard experiments:

organize TensorBoard experiments in Neptune
  • Compare your TensorBoard runs:

compare TensorBoard runs in Neptune