Script started on Tue Feb 12 06:22:11 1991
chico% Learn
Performance Test...


Backpropagation Learning

Black Boxes:

xor (Saved at Iteration 0)

Loading Data Files...Done.

Forward...

Learning Rate: 0.200000
Inertia: 0.950000

Elapsed compute time: 0.240000 seconds
Elapsed system time: 0.110000 seconds
Average performance on this task = 291667 connections per second


Total Iterations 10000
Total Epochs 2500.000000
Total number of connections: 7
0.2u 0.3s 0:01 63% 0+212k 7+11io 6pf+0w

Learn...


Backpropagation Learning

Black Boxes:

xor (Saved at Iteration 0)

Loading Data Files...Done.

Learning...

Learning Rate: 0.200000
Inertia: 0.950000
Your learning rate is a bit high.
If this does not converge try lowering it.
Testing every 50 iterations.
Must pass 4 patterns with 0.100000 error bound.
Saving every 5000 iterations.
Success!! Dumping Network.Finished.


Learning Rate: 0.200000
Inertia: 0.950000

Elapsed compute time: 0.150000 seconds
Elapsed system time: 0.90000 seconds
Average performance on this task = 74666.7 connections per second


Total Iterations 1600
Total Epochs 400.000000
Total number of connections: 7
0.1u 0.3s 0:00 71% 0+200k 1+13io 0pf+0w

Test...

Loading Saved Network: Network.Finished

Backpropagation Learning

Black Boxes:

xor (Saved at Iteration 1600)

Loading Data Files...Done.

Forward...

xor:
Maximums: 0.911810 
Minimums: 0.059647 
Means: 0.494528 
Variances: 0.173243 

Pd = 4/4 = 1.000000
Pfa = 0/4 = 0.000000

Learning Rate: 0.200000
Inertia: 0.950000

Elapsed compute time: 0.40000 seconds
Elapsed system time: 0.70000 seconds
Average performance on this task = 700 connections per second


Total Iterations 4
Total Epochs 1.000000
Total number of connections: 7

Loading Saved Network: Network.Finished

Backpropagation Learning

Black Boxes:

xor (Saved at Iteration 1600)

Learning Rate: 0.200000
Inertia: 0.950000

BlackBox: xor
Layer: xor:Output
Node[0,0]: Bias=7.260608
Connection from $INPUTS:
Node[0,0]:
-4.719542 -4.767856 
Connection from xor:Hidden:
Node[0,0]:
-11.048177 
Layer: xor:Hidden
Node[0,0]: Bias=2.289742
Connection from $INPUTS:
Node[0,0]:
-6.299684 -6.419354 


Elapsed compute time: 0.30000 seconds
Elapsed system time: 0.60000 seconds
Average performance on this task = 0 connections per second


Total Iterations 0
Total number of connections: 7
chico% exit
chico% 
script done on Tue Feb 12 06:22:19 1991
