diff --git a/.gitignore b/.gitignore
index 0cda4e1..8c5cb25 100644
--- a/.gitignore
+++ b/.gitignore
@@ -4,7 +4,8 @@ latent_*/
 vae/
 models/
 test.py
-test.png
+*.png
+*.zip
 *.npy
 *.ckpt
 *.safetensors
diff --git a/log_loss.py b/log_loss.py
new file mode 100644
index 0000000..a80499d
--- /dev/null
+++ b/log_loss.py
@@ -0,0 +1,20 @@
+import os
+import matplotlib.pyplot as plt
+
+files = [f"models/{x}" for x in os.listdir("models") if x.endswith(".csv")]
+step = []
+data = {}
+for fp in files:
+	with open(fp) as f:
+		lines = f.readlines()
+	if not step:
+		step = [int(x.split(",")[0]) for x in lines]
+	name = fp.split("/")[1].split("_")[0]
+	data[name] = [float(x.split(",")[1]) for x in lines]
+
+fig, ax = plt.subplots()
+ax.grid()
+for name, val in data.items():
+	ax.plot(step, val, label=name)
+plt.legend(loc="upper right")
+plt.savefig('loss.png', dpi=300, bbox_inches='tight')