Script started on Tue Feb 12 06:00:27 1991
chico% Learn
Performance Test...


Backpropagation Learning

Black Boxes:

encoder (Saved at Iteration 0)

Loading Data Files...Done.

Forward...

Learning Rate: 0.200000
Inertia: 0.950000

Elapsed compute time: 0.800000 seconds
Elapsed system time: 0.100000 seconds
Average performance on this task = 737500 connections per second


Total Iterations 10000
Total Epochs 1250.000000
Total number of connections: 59
        1.5 real         0.8 user         0.3 sys  

Learn...


Backpropagation Learning

Black Boxes:

encoder (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 500 iterations.
Must pass 8 patterns with 0.300000 error bound.
Saving every 5000 iterations.
Success!! Dumping Network.Finished.


Learning Rate: 0.200000
Inertia: 0.950000

Elapsed compute time: 0.510000 seconds
Elapsed system time: 0.100000 seconds
Average performance on this task = 231373 connections per second


Total Iterations 2000
Total Epochs 250.000000
Total number of connections: 59
        1.1 real         0.5 user         0.3 sys  
Test...

Loading Saved Network: Network.Finished

Backpropagation Learning

Black Boxes:

encoder (Saved at Iteration 2000)

Loading Data Files...Done.

Forward...

encoder:
Maximums: 0.924688 0.950041 0.898411 0.846958 0.907967 0.925769 0.883236 0.903975 
Minimums: 0.000001 0.000001 0.000001 0.000001 0.000001 0.000001 0.000001 0.000001 
Means: 0.131023 0.128792 0.132815 0.136287 0.130376 0.132460 0.138446 0.135285 
Variances: 0.090448 0.096528 0.084877 0.073490 0.086905 0.090385 0.080323 0.085183 

Pd = 8/8 = 1.000000
Pfa = 0/8 = 0.000000

Learning Rate: 0.200000
Inertia: 0.950000

Elapsed compute time: 0.70000 seconds
Elapsed system time: 0.90000 seconds
Average performance on this task = 6742.86 connections per second


Total Iterations 8
Total Epochs 1.000000
Total number of connections: 59

Loading Saved Network: Network.Finished

Backpropagation Learning

Black Boxes:

encoder (Saved at Iteration 2000)

Learning Rate: 0.200000
Inertia: 0.950000

BlackBox: encoder
Layer: encoder:Output_Layer
Node[0,0]: Bias=-3.804704
Node[1,0]: Bias=-2.171371
Node[2,0]: Bias=-5.582913
Node[3,0]: Bias=-0.674633
Node[4,0]: Bias=3.530353
Node[5,0]: Bias=-7.672428
Node[6,0]: Bias=-11.221781
Node[7,0]: Bias=-8.238184
Connection from encoder:Hidden_Layer:
Node[0,0]:
-6.788620 -4.261723 6.856337 
Node[1,0]:
5.559921 -6.693991 -6.751917 
Node[2,0]:
-8.291480 6.571265 2.018414 
Node[3,0]:
-4.318839 4.224461 -9.020126 
Node[4,0]:
-7.554797 -6.262247 -5.915251 
Node[5,0]:
4.950699 -6.011690 5.396468 
Node[6,0]:
2.744941 4.755776 6.009285 
Node[7,0]:
5.547555 6.006380 -5.683382 
Layer: encoder:Hidden_Layer
Node[0,0]: Bias=-0.029275
Node[1,0]: Bias=-0.342529
Node[2,0]: Bias=0.227216
Connection from $INPUTS:
Node[0,0]:
-4.963284 3.083003 -5.425302 -1.387874 -4.227594 4.390881 2.496803 5.767600 
Node[1,0]:
-2.008599 -4.476657 4.127861 1.553120 -4.333071 -5.267834 5.251983 4.726840 
Node[2,0]:
3.896808 -4.217192 0.566250 -7.472987 -1.748098 4.267999 6.772384 -1.812587 


Elapsed compute time: 0.80000 seconds
Elapsed system time: 0.90000 seconds
Average performance on this task = 0 connections per second


Total Iterations 0
Total number of connections: 59
chico% exit
chico% 
script done on Tue Feb 12 06:00:35 1991
