Remove log_text, and log_image from LightningLoggerBase API

CHANGELOG.md

@@ -541,7 +541,10 @@ The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/).
 - Removed `FitLoop.current_epoch` getter and setter ([#11562](https://github.com/PyTorchLightning/pytorch-lightning/pull/11562))
 
 
- - Removed access to `_short_id` in `NeptuneLogger` ([#11517](https://github.com/PyTorchLightning/pytorch-lightning/pull/11517))
+- Removed access to `_short_id` in `NeptuneLogger` ([#11517](https://github.com/PyTorchLightning/pytorch-lightning/pull/11517))
+
+
+- Removed `log_text` and `log_image` from the `LightningLoggerBase` API ([#11857](https://github.com/PyTorchLightning/pytorch-lightning/pull/11857))
 
 
 ### Fixed

pytorch_lightning/loggers/base.py

@@ -190,20 +190,6 @@ def log_graph(self, model: "pl.LightningModule", input_array=None) -> None:
         """
         pass
 
-    def log_text(self, *args, **kwargs) -> None:
-        """Log text.
-
-        Arguments are directly passed to the logger.
-        """
-        raise NotImplementedError
-
-    def log_image(self, *args, **kwargs) -> None:
-        """Log image.
-
-        Arguments are directly passed to the logger.
-        """
-        raise NotImplementedError
-
     def save(self) -> None:
         """Save log data."""
         self._finalize_agg_metrics()