Added explicit average-distance calculation

compare-allids-embeds.py

@@ -41,6 +41,9 @@ if torch.equal(embs1 , embs2):
     print("HEY! Both files are identical!")
     exit(0)
 
+
+
+
 print(f"calculating distances...")
 
 # This calculates a full cross matrix of ALL distances to ALL other points
@@ -49,11 +52,19 @@ print(f"calculating distances...")
 
 
 targetdistances = torch.norm(embs2 - embs1, dim=1)
-print(targetdistances.shape) 
+#print(targetdistances.shape) 
 #tl=targetdistances.tolist()
 #print(tl[:10])
 
-print("sum of distances=",torch.sum(targetdistances))
+print("sum of all distances=",torch.sum(targetdistances))
+
+embs1_avg=torch.mean(embs1,dim=0)
+embs2_avg=torch.mean(embs2,dim=0)
+avg_dist= torch.cdist( embs1_avg.unsqueeze(0),embs2_avg.unsqueeze(0), p=2)
+print("However, the distance between the avg-point of each is:",avg_dist)
+
+
+######################################
 
 import PyQt5
 import matplotlib