Update README.md

README.md

@@ -19,7 +19,17 @@ Train: wpb=2142, num_updates=380, accuracy=76.9, loss=0.00\
 380it [03:24,  1.86it/s]\
 Train: wpb=2142, num_updates=380, accuracy=85.8, loss=0.00\
 | epoch 001 | train accuracy=85.8%, train loss=0.00\
-| epoch 001 | valid accuracy=88.3%, valid loss=0.00
+| epoch 001 | valid accuracy=88.3%, valid loss=0.00\
+
+20it [00:10,  1.86it/s]Train: wpb=2121, num_updates=20, accuracy=87.3, loss=0.00\
+50it [00:27,  1.77it/s]Train: wpb=2121, num_updates=50, accuracy=87.0, loss=0.00\
+100it [00:54,  1.88it/s]Train: wpb=2117, num_updates=100, accuracy=87.2, loss=0.00\
+200it [01:47,  1.85it/s]Train: wpb=2132, num_updates=200, accuracy=87.2, loss=0.00\
+300it [02:41,  1.88it/s]Train: wpb=2147, num_updates=300, accuracy=87.2, loss=0.00\
+380it [03:23,  1.86it/s]\
+Train: wpb=2142, num_updates=380, accuracy=87.3, loss=0.00\
+| epoch 002 | train accuracy=87.3%, train loss=0.00\
+| epoch 002 | valid accuracy=89.3%, valid loss=0.00\
 
 We have to change the loss function... It seems to be a problem...\