1 files changed, 10 insertions, 2 deletions
diff --git a/training/callbacks/wandb_callbacks.py b/training/callbacks/wandb_callbacks.py
index aa72480..dc59f19 100644
--- a/training/callbacks/wandb_callbacks.py
+++ b/training/callbacks/wandb_callbacks.py
@@ -27,15 +27,23 @@ def get_wandb_logger(trainer: Trainer) -> WandbLogger:
 class WatchModel(Callback):
     """Make W&B watch the model at the beginning of the run."""
 
-    def __init__(self, log: str = "gradients", log_freq: int = 100) -> None:
+    def __init__(
+        self, log: str = "gradients", log_freq: int = 100, log_graph: bool = False
+    ) -> None:
         self.log = log
         self.log_freq = log_freq
+        self.log_graph = log_graph
 
     @rank_zero_only
     def on_train_start(self, trainer: Trainer, pl_module: LightningModule) -> None:
         """Watches model weights with wandb."""
         logger = get_wandb_logger(trainer)
-        logger.watch(model=trainer.model, log=self.log, log_freq=self.log_freq)
+        logger.watch(
+            model=trainer.model,
+            log=self.log,
+            log_freq=self.log_freq,
+            log_graph=self.log_graph,
+        )
 
 
 class UploadConfigAsArtifact(Callback):