Upload compare-allids-embeds.py

compare-allids-embeds.py

@@ -50,7 +50,24 @@ print(f"calculating distances...")
 
 targetdistances = torch.norm(embs2 - embs1, dim=1)
 print(targetdistances.shape) 
-tl=targetdistances.tolist()
+#tl=targetdistances.tolist()
+#print(tl[:10])
 
-print(tl[:10])
+print("sum of distances=",torch.sum(targetdistances))
+
+import PyQt5
+import matplotlib
+matplotlib.use('QT5Agg')  # Set the backend to QT5Agg
+
+import matplotlib.pyplot as plt
+
+junk, ax = plt.subplots()
+graph1=targetdistances.tolist()
+ax.plot(graph1, label="Distance between same tokenID")
+ax.set_title("Comparison between two CLIPTextModel datasets")
+ax.set_ylabel("Distance")
+ax.set_xlabel("CLIP TokenID")
+
+ax.legend()
+plt.show()