
Script started on Mon Jan 20 10:12:41 1992
[/dev/ttyp013]
CRAY-YMP-1CPU$ Learn
Performance Test...


Backpropagation Learning

Black Boxes:

encoder (Saved at Iteration 0)

Loading Data Files...Done.

Forward...

Total Iterations 10000
Total Epochs 1250.000000
Total number of connections: 59

           seconds          clocks
elapsed    2.07042       345070254
user       0.43822        73036396
sys        0.16379        27298447

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

Total Iterations 1500
Total Epochs 187.500000
Total number of connections: 59

           seconds          clocks
elapsed    0.92143       153572492
user       0.21411        35685252
sys        0.15594        25990752
Test...

Loading Saved Network: Network.Finished

Backpropagation Learning

Black Boxes:

encoder (Saved at Iteration 1500)

Loading Data Files...Done.

Forward...

encoder:
Maxima: 0.887984 0.916708 0.846958 0.891055 0.881615 0.901227 0.874935 0.856812 
Minima: 0.000001 0.000001 0.000001 0.000001 0.000001 0.000001 0.000001 0.000001 
Means: 0.134241 0.132864 0.135695 0.136612 0.140765 0.135254 0.134864 0.133690 
Variances: 0.081845 0.088565 0.073707 0.082799 0.079910 0.084725 0.079277 0.076017 

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

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 1500)

BlackBox: encoder
Iterations: 1500
Layer: encoder:Output_Layer
Node[0,0]:
   Bias=-0.229658
Node[1,0]:
   Bias=-6.773115
Node[2,0]:
   Bias=2.948774
Node[3,0]:
   Bias=-4.529226
Node[4,0]:
   Bias=-9.787210
Node[5,0]:
   Bias=-7.111583
Node[6,0]:
   Bias=-4.893745
Node[7,0]:
   Bias=0.361260
Connection from encoder:Hidden_Layer:
Node[0,0]:
3.771504 -6.167431 -7.232075 
Node[1,0]:
-5.855941 7.422198 2.147677 
Node[2,0]:
-7.786704 -8.956647 -3.331527 
Node[3,0]:
3.056736 5.118195 -8.402767 
Node[4,0]:
5.058504 4.658818 2.372483 
Node[5,0]:
6.864752 -5.504847 3.077984 
Node[6,0]:
-4.489553 -5.149027 7.927653 
Node[7,0]:
-8.500618 3.254935 -7.106424 
Layer: encoder:Hidden_Layer
Node[0,0]:
   Bias=-0.556699
Node[1,0]:
   Bias=-0.394877
Node[2,0]:
   Bias=0.067562
Connection from $INPUTS:
Node[0,0]:
1.402844 -2.940282 -3.461399 1.443249 5.450694 6.031941 -1.047672 -7.144293 
Node[1,0]:
-3.666752 6.367792 -6.461231 2.390456 5.511669 -2.970461 -2.341326 0.730647 
Node[2,0]:
-3.574461 2.267227 -0.797253 -6.073687 2.232035 1.833898 6.655708 -2.773288 


Total Iterations 0
Total number of connections: 59


Backpropagation Learning

Black Boxes:

encoder (Saved at Iteration 0)

Loading Data Files...Done.

Welcome to the MIGRAINES user interface.
Copyright (C) 1988,1989,1990,1991,1992 The MITRE Corporation.
Type ? for help.
Type quit to end this session.

MIGRAINES% 
MIGRAINES% 
MIGRAINES% 
MIGRAINES% 
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MIGRAINES% 
MIGRAINES% 
MIGRAINES% 
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encoder% 
encoder% 
        <<<< Open pipe to file >>>>
encoder% 
encoder:Hidden_Layer% 
encoder:Hidden_Layer% 
encoder:Hidden_Layer% 
encoder:Hidden_Layer% 
Writing to data to HiddenValues

encoder:Hidden_Layer% 
encoder:Hidden_Layer% 
Writing to data to HiddenValues

Writing to data to HiddenValues

Writing to data to HiddenValues

Writing to data to HiddenValues

Writing to data to HiddenValues

Writing to data to HiddenValues

Writing to data to HiddenValues

encoder:Hidden_Layer% 
encoder:Hidden_Layer% 
        <<<< Close pipe >>>>
encoder:Hidden_Layer% 
Closing HiddenValues

encoder:Hidden_Layer% 
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Closing W

Translating am file to Gnuplot 3.0 format.

encoder:Output_Layer% 
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encoder:Hidden_Layer->encoder:Output_Layer% 
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Translating am file to Gnuplot 3.0 format.

encoder:Hidden_Layer->encoder:Output_Layer% 
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Closing W

Translating am file to Gnuplot 3.0 format.

encoder:Hidden_Layer->encoder:Output_Layer% 
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Translating am file to Gnuplot 3.0 format.

encoder:Hidden_Layer->encoder:Output_Layer% 
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Closing W

Translating am file to Gnuplot 3.0 format.

encoder:Hidden_Layer->encoder:Output_Layer% 
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encoder:Hidden_Layer->encoder:Output_Layer% 
Closing W

Translating am file to Gnuplot 3.0 format.

encoder:Hidden_Layer->encoder:Output_Layer% 
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encoder:Hidden_Layer->encoder:Output_Layer% 
Closing W

Translating am file to Gnuplot 3.0 format.

encoder:Hidden_Layer->encoder:Output_Layer% 
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Writing to data to W

encoder:Hidden_Layer->encoder:Output_Layer% 
Closing W

Translating am file to Gnuplot 3.0 format.

encoder:Hidden_Layer->encoder:Output_Layer% 
encoder:Hidden_Layer->encoder:Output_Layer% 
Writing to data to W

encoder:Hidden_Layer->encoder:Output_Layer% 
Closing W

Translating am file to Gnuplot 3.0 format.

encoder:Hidden_Layer->encoder:Output_Layer% 
encoder:Hidden_Layer->encoder:Output_Layer% 
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Closing W

encoder:Hidden_Layer->encoder:Output_Layer% 
encoder:Hidden_Layer->encoder:Output_Layer% 
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Closing W

encoder:Hidden_Layer->encoder:Output_Layer% 
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Writing to data to W

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Closing W

encoder:Hidden_Layer->encoder:Output_Layer% 
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encoder:Hidden_Layer->encoder:Output_Layer% 
Closing W

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Closing W

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Closing W

encoder:Hidden_Layer->encoder:Output_Layer% 
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Closing W

encoder:Hidden_Layer->encoder:Output_Layer% 
encoder:Hidden_Layer->encoder:Output_Layer% 
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Writing to data to W

encoder:Hidden_Layer->encoder:Output_Layer% 
Closing W

encoder:Hidden_Layer->encoder:Output_Layer% 
encoder:Hidden_Layer->encoder:Output_Layer% 
encoder:Hidden_Layer->encoder:Output_Layer% 
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encoder% 
encoder% 
encoder:Hidden_Layer% 
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Writing to data to W

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Closing W

Translating am file to Gnuplot 3.0 format.

encoder:Hidden_Layer% 
encoder:Hidden_Layer% 
$INPUTS->encoder:Hidden_Layer% 
$INPUTS->encoder:Hidden_Layer% 
Writing to data to W

$INPUTS->encoder:Hidden_Layer% 
Closing W

Translating am file to Gnuplot 3.0 format.

$INPUTS->encoder:Hidden_Layer% 
$INPUTS->encoder:Hidden_Layer% 
Writing to data to W

$INPUTS->encoder:Hidden_Layer% 
Closing W

Translating am file to Gnuplot 3.0 format.

$INPUTS->encoder:Hidden_Layer% 
$INPUTS->encoder:Hidden_Layer% 
Writing to data to W

$INPUTS->encoder:Hidden_Layer% 
Closing W

Translating am file to Gnuplot 3.0 format.

$INPUTS->encoder:Hidden_Layer% 
$INPUTS->encoder:Hidden_Layer% 
$INPUTS->encoder:Hidden_Layer% 
Total number of connections: 59
This may not work if you do not have gnuplot 3.0
./Learn: gnuplot: not found
CRAY-YMP-1CPU$ exit

Script finished on Mon Jan 20 10:13:33 1992

