Script started on Tue Jan 22 05:30:51 1991


Learn
(silicon.1) <- 
(silicon.1) <- 
(silicon.1) <- 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: 1.700000 seconds
Elapsed system time: 0.160000 seconds
Average performance on this task = 347059 connections per second


Total Iterations 10000
Total Epochs 1250.000000
Total number of connections: 59
        2.9 real         1.7 user         0.4 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.
Saving every 5000 iterations.
Success!! Dumping Network.Finished.


Learning Rate: 0.200000
Inertia: 0.950000

Elapsed compute time: 0.620000 seconds
Elapsed system time: 0.130000 seconds
Average performance on this task = 95161.3 connections per second


Total Iterations 1000
Total Epochs 125.000000
Total number of connections: 59
        1.4 real         0.7 user         0.3 sys  
Test...

Loading Saved Network: Network.Finished

Backpropagation Learning

Black Boxes:

encoder (Saved at Iteration 1000)

Loading Data Files...Done.

Forward...

encoder:
Maximums: 0.873215 0.889529 0.799442 0.864310 0.862468 0.873215 0.911810 0.750553 
Minimums: 0.000001 0.000001 0.000001 0.000001 0.000499 0.000001 0.000001 0.000001 
Means: 0.137990 0.136153 0.135824 0.140350 0.144917 0.135277 0.132770 0.144405 
Variances: 0.078453 0.082486 0.065176 0.076402 0.075145 0.079200 0.087055 0.055516 

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

Learning Rate: 0.200000
Inertia: 0.950000

Elapsed compute time: 0.120000 seconds
Elapsed system time: 0.140000 seconds
Average performance on this task = 3933.33 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 1000)

Learning Rate: 0.200000
Inertia: 0.950000

BlackBox: encoder
Layer: encoder:Output_Layer
Node[0,0]: Bias=-7.234015
Node[1,0]: Bias=-5.801760
Node[2,0]: Bias=3.214777
Node[3,0]: Bias=-2.537759
Node[4,0]: Bias=-8.730401
Node[5,0]: Bias=-3.515058
Node[6,0]: Bias=-2.112036
Node[7,0]: Bias=1.433184
Connection from encoder:Hidden_Layer:
Node[0,0]:
4.569109 -4.065827 4.850946 
Node[1,0]:
-5.879716 7.299618 1.252627 
Node[2,0]:
-4.150753 -8.008059 -5.953776 
Node[3,0]:
0.439852 5.255300 -8.502957 
Node[4,0]:
5.122046 4.891781 0.803263 
Node[5,0]:
6.362583 -4.224039 -5.459557 
Node[6,0]:
-5.467682 -5.425650 4.897686 
Node[7,0]:
-8.824181 1.318774 -4.111598 
Layer: encoder:Hidden_Layer
Node[0,0]: Bias=0.006327
Node[1,0]: Bias=-0.478064
Node[2,0]: Bias=0.480026
Connection from $INPUTS:
Node[0,0]:
4.293639 -2.222233 -0.818023 0.223947 5.161580 4.745680 -3.137192 -6.782177 
Node[1,0]:
-2.738133 5.884668 -5.740252 1.845567 5.230117 -2.327116 -3.250362 0.395803 
Node[2,0]:
4.913356 2.758537 -2.814310 -6.117612 0.826361 -2.553808 3.675226 -1.694635 


Elapsed compute time: 0.80000 seconds
Elapsed system time: 0.130000 seconds
Average performance on this task = 0 connections per second


Total Iterations 0
Total number of connections: 59
(silicon.2) <- exit

script done on Tue Jan 22 05:31:02 1991
