Manage Experiments

To track other artifacts, such as histograms or model topology graphs first select one of the many experiment managers (loggers) supported by Lightning

.. code-block:: python

from lightning.pytorch import loggers as pl_loggers

tensorboard = pl_loggers.TensorBoardLogger()
trainer = Trainer(logger=tensorboard)

then access the logger's API directly

.. code-block:: python

def training_step(self):
    tensorboard = self.logger.experiment
    tensorboard.add_image()
    tensorboard.add_histogram(...)
    tensorboard.add_figure(...)

.. include:: supported_exp_managers.rst