meh

compare-allids-embeds.py

@@ -1,16 +1,18 @@
 #!/bin/env python
 
-""" Work in progress
-    temp utility.
+""" 
     Load in two pre-calculated embeddings files.
     (eg: *.allid.*)
+    Typically, I generate files that cover the full range of tokenids,
+    0-49405
+    (using generate-allid-embeddings.py(XL).py )
 
-    Go through the full range and calculate distances between each.
+    This then goes through the full range and calculate distances
+    between each.
 
-    Add up and display
+    Display a graph of the distances.
+    Also print out things like the mean distance
 
-    This covers the full official range of tokenids,
-    0-49405
 
 """
 
@@ -63,6 +65,7 @@ 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)
 
+print("Mean of all the distances:" + str(torch.mean(targetdistances,dim=0)))
 
 ######################################