Script started on Wed Jan 22 07:29:46 1992
(solaris.1) <- Learn


Backpropagation Learning

Black Boxes:

monk (Saved at Iteration 0)

Loading Data Files...Done.

Learning...

Learning Rate: 0.100000
Inertia: 0.950000
Your learning rate is a bit high,
if this does not converge try lowering it.
Testing every 5000 iterations.
Must pass 124 patterns with 0.100000 error bound.
Saving every 50000 iterations.
Truncating Learning after 1000000 iterations.
Success!! Dumping monk1.Finished.


Learning Rate: 0.100000
Inertia: 0.950000

Elapsed compute time: 5.60000 seconds
Elapsed system time: 0.90000 seconds
Average performance on this task = 453557 connections per second


Total Iterations 15000
Total Epochs 120.967743
Total number of connections: 153
100% on the training set!

Loading Saved Network: monk1.Finished

Backpropagation Learning

Black Boxes:

monk (Saved at Iteration 12229)

Loading Data Files...Done.

Forward...

monk:
Maxima: 0.999999 
Minima: 0.005100 
Means: 0.503973 
Variances: 0.229705 

Pd = 432/432 = 1.000000
Pfa = 0/432 = 0.000000

Elapsed compute time: 1.340000 seconds
Elapsed system time: 0.110000 seconds
Average performance on this task = 49325.4 connections per second


Total Iterations 432
Total Epochs 1.000000
Total number of connections: 153


Backpropagation Learning

Black Boxes:

monk (Saved at Iteration 0)

Loading Data Files...Done.

Learning...

Learning Rate: 0.100000
Inertia: 0.950000
Your learning rate is a bit high,
if this does not converge try lowering it.
Testing every 5000 iterations.
Must pass 169 patterns with 0.100000 error bound.
Saving every 50000 iterations.
Truncating Learning after 1000000 iterations.
Success!! Dumping monk2.Finished.


Learning Rate: 0.100000
Inertia: 0.950000

Elapsed compute time: 4.20000 seconds
Elapsed system time: 0.150000 seconds
Average performance on this task = 380597 connections per second


Total Iterations 10000
Total Epochs 59.171597
Total number of connections: 153
100% on the training set!

Loading Saved Network: monk2.Finished

Backpropagation Learning

Black Boxes:

monk (Saved at Iteration 9705)

Loading Data Files...Done.

Forward...

monk:
Maxima: 0.979511 
Minima: 0.004102 
Means: 0.337138 
Variances: 0.193216 

Pd = 432/432 = 1.000000
Pfa = 0/432 = 0.000000

Elapsed compute time: 1.340000 seconds
Elapsed system time: 0.100000 seconds
Average performance on this task = 49325.4 connections per second


Total Iterations 432
Total Epochs 1.000000
Total number of connections: 153


Backpropagation Learning

Black Boxes:

monk (Saved at Iteration 0)

Loading Data Files...Done.

Learning...

Learning Rate: 0.100000
Inertia: 0.950000
Your learning rate is a bit high,
if this does not converge try lowering it.
Testing every 5000 iterations.
Must pass 122 patterns with 0.100000 error bound.
Saving every 50000 iterations.
Truncating Learning after 1000000 iterations.
Success!! Dumping monk3.Finished.


Learning Rate: 0.100000
Inertia: 0.950000

Elapsed compute time: 8.380000 seconds
Elapsed system time: 0.120000 seconds
Average performance on this task = 639021 connections per second


Total Iterations 35000
Total Epochs 286.885254
Total number of connections: 153
100% on the training set!

Loading Saved Network: monk3.Finished

Backpropagation Learning

Black Boxes:

monk (Saved at Iteration 17191)

Loading Data Files...Done.

Forward...

monk:
Maxima: 0.999999 
Minima: 0.000001 
Means: 0.505617 
Variances: 0.223162 

Pd = 407/432 = 0.942130
Pfa = 25/432 = 0.057870

Elapsed compute time: 1.370000 seconds
Elapsed system time: 0.80000 seconds
Average performance on this task = 48245.3 connections per second


Total Iterations 432
Total Epochs 1.000000
Total number of connections: 153
(solaris.2) <- exit
(solaris.3) <- 
script done on Wed Jan 22 07:30:30 1992
