X-Git-Url: https://fleuret.org/cgi-bin/gitweb/gitweb.cgi?a=blobdiff_plain;f=main.py;h=04e56527a51935496c69dbbb6124bd18bc160f28;hb=e56873a0cb64555cbd47e44cdca0ce991765a5fc;hp=3e67a73fab1452f0d1f97aff1f890fe3ab70bcab;hpb=3dd98b99909b2bca323673263874e2abb39ac10c;p=mygptrnn.git

diff --git a/main.py b/main.py
index 3e67a73..04e5652 100755
--- a/main.py
+++ b/main.py
@@ -835,6 +835,24 @@ if args.max_percents_of_test_in_train >= 0:
 
 ##############################
 
+for input in task.batches(split="train", desc="calibrate"):
+    input = input.to(device)
+    output = model(mygpt.BracketedSequence(input)).x
+
+for n, m in model.named_modules():
+    for a in dir(m):
+        x = getattr(m, a)
+        if isinstance(x, mygpt.Calibrator):
+            print(f"####### ${n} | ${a} ########################")
+            mean, std = x.moments()
+            print("mean\n", mean, "\n")
+            print("std\n", std, "\n")
+            print(f"############################################\n\n")
+
+exit(0)
+
+##############################
+
 nb_samples_seen = 0
 
 if nb_epochs_finished >= nb_epochs: