
Script started on Mon Jan 20 11:50:13 1992
[/dev/ttyp029]
CRAY-YMP-1CPU$ Learn
Performance Test...


Backpropagation Learning

Black Boxes:

spiral (Saved at Iteration 0)

Loading Data Files...Done.

Forward...

Total Iterations 10000
Total Epochs 51.546392
Total number of connections: 138

           seconds          clocks
elapsed    3.41079       568465330
user       1.56028       260046424
sys        0.12967        21611919

Learn...


Backpropagation Learning

Black Boxes:

spiral (Saved at Iteration 0)

Loading Data Files...Done.

Learning...

Learning Rate: 0.195000
Inertia: 0.950000
Your learning rate is a bit high,
if this does not converge try lowering it.
Testing every 5000 iterations.
Must pass 194 patterns with 0.400000 error bound.
Saving every 100000 iterations.
Truncating Learning after 4000000 iterations.
Dumping Network at 100000.
Dumping Network at 200000.
Dumping Network at 300000.
Dumping Network at 400000.
Dumping Network at 500000.
Dumping Network at 600000.
Dumping Network at 700000.
Dumping Network at 800000.
Dumping Network at 900000.
Dumping Network at 1000000.
Dumping Network at 1100000.
Dumping Network at 1200000.
Dumping Network at 1300000.
Dumping Network at 1400000.
Dumping Network at 1500000.
Dumping Network at 1600000.
Dumping Network at 1700000.
Dumping Network at 1800000.
Dumping Network at 1900000.
Dumping Network at 2000000.
Dumping Network at 2100000.
Dumping Network at 2200000.
Dumping Network at 2300000.
Dumping Network at 2400000.
Dumping Network at 2500000.
Dumping Network at 2600000.
Dumping Network at 2700000.
Dumping Network at 2800000.
Dumping Network at 2900000.
Dumping Network at 3000000.
Dumping Network at 3100000.
Dumping Network at 3200000.
Dumping Network at 3300000.
Dumping Network at 3400000.
Dumping Network at 3500000.
Dumping Network at 3600000.
Dumping Network at 3700000.
Dumping Network at 3800000.
Dumping Network at 3900000.
Dumping Network at 4000000.
Dumping Network at 4000000.

Learning Rate: 0.195000
Inertia: 0.950000

Total Iterations 4000000
Total Epochs 20618.556701
Total number of connections: 138

           seconds          clocks
elapsed 1871.47643    311912739571
user    1188.93895    198156492504
sys       20.80414      3467355863
Test...

Loading Saved Network: Network.Finished

Backpropagation Learning

Black Boxes:

spiral (Saved at Iteration 3802636)

Loading Data Files...Done.

Forward...

spiral:
Maxima: 0.499798 
Minima: -0.499803 
Means: -0.000012 
Variances: 0.207719 

Pd = 192/194 = 0.989691
Pfa = 2/194 = 0.010309

Total Iterations 194
Total Epochs 1.000000
Total number of connections: 138
./Learn: gnuplot: not found
CRAY-YMP-1CPU$ c exit

Script finished on Mon Jan 20 12:26:24 1992

