Results of Number sequencer implementation using transformer algorithm: %success
X random numbers between 1 - 12 with random length between 1 and X.
Epoch 90/100
55/55 [==============================] - 5s 95ms/step - loss: 0.0621 - masked_accuracy: 0.9817 - val_loss: 0.0733 - val_masked_accuracy: 0.9769
Epoch 91/100
55/55 [==============================] - 5s 100ms/step - loss: 0.0667 - masked_accuracy: 0.9799 - val_loss: 0.0209 - val_masked_accuracy: 0.9923
Epoch 92/100
55/55 [==============================] - 6s 118ms/step - loss: 0.0817 - masked_accuracy: 0.9763 - val_loss: 0.0309 - val_masked_accuracy: 0.9908
Epoch 93/100
55/55 [==============================] - 5s 96ms/step - loss: 0.0706 - masked_accuracy: 0.9782 - val_loss: 0.0502 - val_masked_accuracy: 0.9843
Epoch 94/100
55/55 [==============================] - 5s 98ms/step - loss: 0.0688 - masked_accuracy: 0.9805 - val_loss: 0.0436 - val_masked_accuracy: 0.9868
Epoch 95/100
55/55 [==============================] - 6s 107ms/step - loss: 0.0840 - masked_accuracy: 0.9746 - val_loss: 0.0388 - val_masked_accuracy: 0.9881
Epoch 96/100
55/55 [==============================] - 6s 102ms/step - loss: 0.0503 - masked_accuracy: 0.9853 - val_loss: 0.0591 - val_masked_accuracy: 0.9803
Epoch 97/100
55/55 [==============================] - 6s 110ms/step - loss: 0.0399 - masked_accuracy: 0.9875 - val_loss: 0.0563 - val_masked_accuracy: 0.9826
Epoch 98/100
55/55 [==============================] - 5s 98ms/step - loss: 0.0865 - masked_accuracy: 0.9774 - val_loss: 0.0444 - val_masked_accuracy: 0.9858
Epoch 99/100
55/55 [==============================] - 6s 115ms/step - loss: 0.1183 - masked_accuracy: 0.9689 - val_loss: 0.0819 - val_masked_accuracy: 0.9749
Epoch 100/100
55/55 [==============================] - 5s 96ms/step - loss: 0.0709 - masked_accuracy: 0.9809 - val_loss: 0.0347 - val_masked_accuracy: 0.9905
Test 0:
3 4
== [start] 3 4 [end]
-> [start] 3 4 [end]
Test 1:
2 7 2 4 5 12 1
== [start] 1 2 2 4 5 7 12 [end]
-> [start] 1 2 2 4 5 7 12 [end]
Test 2:
1 3 1 9 3 6
== [start] 1 1 3 3 6 9 [end]
-> [start] 1 1 3 3 6 9 [end]
Test 3:
1
== [start] 1 [end]
-> [start] 1 [end]
Test 4:
12 8 11 8 3 2
== [start] 2 3 8 8 11 12 [end]
-> [start] 2 3 8 8 11 12 [end]
Test 5:
8 3 1
== [start] 1 3 8 [end]
-> [start] 1 3 8 [end]
Test 6:
8 9 4 7 5 4 2 7
== [start] 2 4 4 5 7 7 8 9 [end]
-> [start] 2 4 4 5 7 7 8 9
Test 7:
5
== [start] 5 [end]
-> [start] 5 [end]
Test 8:
2 8 4
== [start] 2 4 8 [end]
-> [start] 2 4 8 [end]
Test 9:
3
== [start] 3 [end]
-> [start] 3 [end]
Test 10:
7 8 11 1
== [start] 1 7 8 11 [end]
-> [start] 1 7 8 11 [end]
Test 11:
6 4
== [start] 4 6 [end]
-> [start] 4 6 [end]
Test 12:
3 12 3 3 3 8 10
== [start] 3 3 3 3 8 10 12 [end]
-> [start] 3 3 3 3 8 10 12 [end]
Test 13:
1 4 4 11 6 7 4 5
== [start] 1 4 4 4 5 6 7 11 [end]
-> [start] 1 4 4 5 5 6 7 11
Test 14:
1 3 8
== [start] 1 3 8 [end]
-> [start] 1 3 8 [end]
Test 15:
4 9 7 3 2
== [start] 2 3 4 7 9 [end]
-> [start] 2 3 4 7 9 [end]
Test 16:
5 2 11
== [start] 2 5 11 [end]
-> [start] 2 5 11 [end]
Test 17:
4 3 9
== [start] 3 4 9 [end]
-> [start] 3 4 9 [end]
Test 18:
3 2
== [start] 2 3 [end]
-> [start] 2 3 [end]
Test 19:
10 9
== [start] 9 10 [end]
-> [start] 9 10 [end]
