
# win17
# map 20aa to 5 units, 20relu-6relu-3sig
/home/reczko/doc/foukas/dat/foukas/snns/SNNSv4.3/tools/sources/td_bignet -p 20 17 -p 5 17  -p 20 1 -p 6 1 -p 3 1 -l 1 1 20 1  2 1 5  -l 2 1 5 17  3 1 20  -l 3 1 20 1  4 1 6  -l 4 1 6 1  5 1 3
~/snns/SNNSoS-0.1/SNNSv4.3/tools/sources/td_bignet -p 20 17 -p 5 17  -p 20 1 -p 6 1 -p 3 1 -l 1 1 20 1  2 1 5  -l 2 1 5 17  3 1 20  -l 3 1 20 1  4 1 6  -l 4 1 6 1  5 1 3
edit act fun all up to here: 
451 |          | td       |  0.00000 |  0.00000 | h  | 58, 2,32764 | Act_TD_Relu |          | 
452 |          | td       |  0.00000 |  0.00000 | o  | 61, 2,32764 | Act_TD_Logistic |          | 

mv SNNS_TD_NET.net win17-1rf5relu-17rf20relu-1rf6relu-1rf3sig.net



setLearnFunc( "TimeDelayBatchBackprop", 0.00008, 0.45,0.75 )
ep: 57 wrong: 40.42 right: 59.58 unknown: 0 error: 59503
cd ~/snns/ss/relu/td/win17-1rf5relu-17rf20relu-1rf6relu-1rf3sig/
/home/reczko/snns/SNNSoS-0.1/SNNSv4.3/tools/sources/batchman < batchman-td2.txt
r6
r7 lrelu

# win17
# map 20aa to 3 units, 20relu-6relu-3sig
/home/reczko/doc/foukas/dat/foukas/snns/SNNSv4.3/tools/sources/td_bignet -p 20 17 -p 3 17  -p 20 1 -p 6 1 -p 3 1 -l 1 1 20 1  2 1 3  -l 2 1 3 17  3 1 20  -l 3 1 20 1  4 1 6  -l 4 1 6 1  5 1 3
~/snns/SNNSoS-0.1/SNNSv4.3/tools/sources/td_bignet -p 20 17 -p 3 17  -p 20 1 -p 6 1 -p 3 1 -l 1 1 20 1  2 1 3  -l 2 1 3 17  3 1 20  -l 3 1 20 1  4 1 6  -l 4 1 6 1  5 1 3
cd /home/reczko/snns/ss/relu/td/win17-1rf3relu-17rf20relu-1rf6relu-1rf3sig

r8
r9 lrelu



# win17
# map 20aa to 5 units, 20rf13relu-10relu-3sig
/home/reczko/doc/foukas/dat/foukas/snns/SNNSv4.3/tools/sources/td_bignet -p 20 17 -p 5 17  -p 20 5 -p 6 1 -p 3 1 -l 1 1 20 1  2 1 5  -l 2 1 5 13  3 1 20  -l 3 1 20 5  4 1 6  -l 4 1 6 1  5 1 3
~/snns/SNNSoS-0.1/SNNSv4.3/tools/sources/td_bignet -p 20 17 -p 5 17  -p 20 5 -p 6 1 -p 3 1 -l 1 1 20 1  2 1 5  -l 2 1 5 13  3 1 20  -l 3 1 20 5  4 1 6  -l 4 1 6 1  5 1 3
win17-1rf5relu-13rf20relu-5rf10relu-1rf3sig.net
reczko@max:~/snns/ss/relu/td/win17-1rf5relu-13rf20relu-5rf10relu-1rf3sig$ /home/reczko/snns/SNNSoS-0.1/SNNSv4.3/tools/sources/batchman < batchman-td2.txt
00000000011111111
12345678901234567
rrrrrrrrrrrrr
 rrrrrrrrrrrrr
  rrrrrrrrrrrrr
   rrrrrrrrrrrrr
    rrrrrrrrrrrrr

Relu
#  Parameters are: 8e-05 0.45 0.75
tra-set wrong: 40.15 right: 59.85 unknown: 0 error: 524626
ep: 499 wrong: 39.65 right: 60.35 unknown: 0 error: 64850.1

lRelu, trained on trained Relu net
/home/reczko/snns/SNNSoS-0.1/SNNSv4.3/tools/sources/batchman < batchman-td2.txt
#  Parameters are: 8e-05 0.45 0.75
tra-set wrong: 40.28 right: 59.72 unknown: 0 error: 534419
ep: 747 wrong: 39.64 right: 60.36 unknown: 0.01 error: 66096.4

~/snns/ss/relu/td/win17-1rf5relu-13rf20relu-5rf10relu-1rf3sig/r4/
RMSprop #  Parameters are: 0.001 0.05 0.9 
tra-set wrong: 32.5 right: 67.5 unknown: 0 error: 376096
ep: 32 wrong: 32.55 right: 67.45 unknown: 0 error: 46653
tra-set wrong: 32.49 right: 67.51 unknown: 0 error: 375906
ep: 34 wrong: 32.5 right: 67.5 unknown: 0 error: 46580.2
tra-set wrong: 32.31 right: 67.69 unknown: 0 error: 373875
ep: 43 wrong: 32.47 right: 67.53 unknown: 0 error: 46397.3
tra-set wrong: 32.29 right: 67.71 unknown: 0 error: 373817
ep: 52 wrong: 32.35 right: 67.65 unknown: 0 error: 46361.9

# win17
# map 20aa to 4 units, 20rf13relu-10relu-3sig
~/snns/SNNSoS-0.1/SNNSv4.3/tools/sources/td_bignet  -p 20 17 -p 4 17  -p 20 5 -p 6 1 -p 3 1 -l 1 1 20 1  2 1 4  -l 2 1 4 13  3 1 20  -l 3 1 20 5  4 1 6  -l 4 1 6 1  5 1 3
mv SNNS_TD_NET.net  win17-1rf4relu-13rf20relu-5rf10relu-1rf3sig.net

00000000011111111
12345678901234567
rrrrrrrrrrrrr
 rrrrrrrrrrrrr
  rrrrrrrrrrrrr
   rrrrrrrrrrrrr
    rrrrrrrrrrrrr

r5



# win17
# map 20aa to 3 units, 20rf13relu-10relu-3sig
~/snns/SNNSoS-0.1/SNNSv4.3/tools/sources/td_bignet  -p 20 17 -p 3 17  -p 20 5 -p 6 1 -p 3 1 -l 1 1 20 1  2 1 3  -l 2 1 3 13  3 1 20  -l 3 1 20 5  4 1 6  -l 4 1 6 1  5 1 3
mv SNNS_TD_NET.net  win17-1rf3relu-13rf20relu-5rf10relu-1rf3sig.net

r1
r2





