add callback

callbacks.py

@@ -0,0 +1,27 @@
+from pathlib import Path
+
+import pytorch_lightning as pl
+
+from check import create_circle
+
+
+class SaveImageCallback(pl.Callback):
+    def __init__(self, save_interval=1):
+        self.save_interval = save_interval
+
+    def on_train_epoch_end(self, trainer, pl_module, outputs):
+        epoch = trainer.current_epoch
+        if epoch % self.save_interval == 0:
+            # Set the model to eval mode for generating the image
+            pl_module.eval()
+
+            # Save the image
+            # if pl_module.trainer.logger:
+            #     version = pl_module.trainer.logger.version
+            # else:
+            #     version = 0
+            fname = Path(pl_module.trainer.logger.log_dir) / Path(f"e{epoch:04d}")
+            create_circle(pl_module, fname=fname)
+
+            # Make sure to set it back to train mode
+            pl_module.train()

check.py

@@ -39,8 +39,10 @@ def make_image(ckpt: str, fname: str, color=True):
 
 
 def create_circle(ckpt: str, fname: str):
-    M = ColorTransformerModel.load_from_checkpoint(ckpt)
+    if isinstance(ckpt, str):
-    M.eval()
+        M = ColorTransformerModel.load_from_checkpoint(ckpt)
+    else:
+        M = ckpt
     rgb_tensor, names = extract_colors()
     rgb_values = rgb_tensor.detach().numpy()
     rgb_tensor = preprocess_data(rgb_tensor)