Nameexact_genome_1512568488_41_6792_1
Workunit2605224
Created7 Dec 2017, 21:58:26 UTC
Sent7 Dec 2017, 22:04:23 UTC
Report deadline15 Dec 2017, 17:40:34 UTC
Received8 Dec 2017, 11:13:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55829
Run time3 hours 39 min 26 sec
CPU time3 hours 36 min 23 sec
Validate stateValid
Credit1,954.20
Device peak FLOPS2.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.52 MB
Peak swap size152.33 MB
Peak disk usage1.06 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
e: 119.8289184570s, input_fired_time: 1.4744740725, output_fired_time: 1.0909899473, propagate_forward_time: 45.8020324707, propagate_backward_time: 67.7693786621, weight_update_time: 0.2584185004, other_time: 3.6920471191
epoch time: 9.9991302490s, input_fired_time: 0.1626780331, output_fired_time: 0.0000000000, propagate_forward_time: 9.2082662582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281862259
validation[          , genome  6792] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1122.26477, best error:      1122.26477 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 119.6658477783s, input_fired_time: 1.5073652267, output_fired_time: 1.1120237112, propagate_forward_time: 45.7445373535, propagate_backward_time: 67.6495666504, weight_update_time: 0.1702704728, other_time: 3.6523590088
epoch time: 9.8660955429s, input_fired_time: 0.1638535559, output_fired_time: 0.0000000000, propagate_forward_time: 9.0680675507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6341743469
validation[          , genome  6792] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1100.21863, best error:      1100.21863 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 119.6272125244s, input_fired_time: 1.4739718437, output_fired_time: 1.0814315081, propagate_forward_time: 45.7147483826, propagate_backward_time: 67.7440109253, weight_update_time: 0.1673835516, other_time: 3.6130599976
epoch time: 9.9955244064s, input_fired_time: 0.1651237160, output_fired_time: 0.0000000000, propagate_forward_time: 9.2044916153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6259088516
validation[          , genome  6792] predictions:    9645/  10000 (96.45%), best:    9686/10000 (96.86%), error:      1185.87317, best error:      1100.21863 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 119.5182342529s, input_fired_time: 1.4968438148, output_fired_time: 1.0743644238, propagate_forward_time: 45.8779678345, propagate_backward_time: 67.4552993774, weight_update_time: 0.1957205087, other_time: 3.6137619019
epoch time: 10.0579423904s, input_fired_time: 0.1612256914, output_fired_time: 0.0000000000, propagate_forward_time: 9.1685771942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7281398773
validation[          , genome  6792] predictions:    9625/  10000 (96.25%), best:    9686/10000 (96.86%), error:      1243.01135, best error:      1100.21863 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 119.9628753662s, input_fired_time: 1.4766558409, output_fired_time: 1.0771403313, propagate_forward_time: 46.0324058533, propagate_backward_time: 67.7547378540, weight_update_time: 0.1688378006, other_time: 3.6219406128
epoch time: 10.0735826492s, input_fired_time: 0.1730750948, output_fired_time: 0.0000000000, propagate_forward_time: 9.2677335739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6327743530
validation[          , genome  6792] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1091.77014, best error:      1091.77014 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 119.9952621460s, input_fired_time: 1.4891722202, output_fired_time: 1.0760433674, propagate_forward_time: 45.9841041565, propagate_backward_time: 67.8103637695, weight_update_time: 0.1680754572, other_time: 3.6355743408
epoch time: 10.1144037247s, input_fired_time: 0.1644885242, output_fired_time: 0.0000000000, propagate_forward_time: 9.2979173660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6519975662
validation[          , genome  6792] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       976.25952, best error:       976.25952 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 119.8310623169s, input_fired_time: 1.4902391434, output_fired_time: 1.0705614090, propagate_forward_time: 46.0361061096, propagate_backward_time: 67.6750946045, weight_update_time: 0.1684809327, other_time: 3.5590515137
epoch time: 9.9037847519s, input_fired_time: 0.1629848033, output_fired_time: 0.0000000000, propagate_forward_time: 9.1079492569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6328506470
validation[          , genome  6792] predictions:    9639/  10000 (96.39%), best:    9722/10000 (97.22%), error:      1188.91052, best error:       976.25952 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 119.5744094849s, input_fired_time: 1.4738037586, output_fired_time: 1.0743513107, propagate_forward_time: 45.7246437073, propagate_backward_time: 67.7052764893, weight_update_time: 0.1657345891, other_time: 3.5963439941
epoch time: 9.9298200607s, input_fired_time: 0.1634592712, output_fired_time: 0.0000000000, propagate_forward_time: 9.1198902130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6464710236
validation[          , genome  6792] predictions:    9636/  10000 (96.36%), best:    9722/10000 (97.22%), error:      1245.99463, best error:       976.25952 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 119.7564086914s, input_fired_time: 1.4673635960, output_fired_time: 1.0721563101, propagate_forward_time: 45.8321723938, propagate_backward_time: 67.7426986694, weight_update_time: 0.1697042137, other_time: 3.6420211792
epoch time: 10.0505800247s, input_fired_time: 0.1636586636, output_fired_time: 0.0000000000, propagate_forward_time: 9.2124280930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6744928360
validation[          , genome  6792] predictions:    9715/  10000 (97.15%), best:    9722/10000 (97.22%), error:      1052.45959, best error:       976.25952 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 119.3848953247s, input_fired_time: 1.4726507664, output_fired_time: 1.0659792423, propagate_forward_time: 45.7708053589, propagate_backward_time: 67.4753036499, weight_update_time: 0.1677725613, other_time: 3.6001586914
epoch time: 9.9468488693s, input_fired_time: 0.1649315208, output_fired_time: 0.0000000000, propagate_forward_time: 9.1523761749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6295413971
validation[          , genome  6792] predictions:    9681/  10000 (96.81%), best:    9722/10000 (97.22%), error:      1096.22559, best error:       976.25952 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 119.4874267578s, input_fired_time: 1.4747375250, output_fired_time: 1.0666512251, propagate_forward_time: 45.6219253540, propagate_backward_time: 67.7695617676, weight_update_time: 0.1670732200, other_time: 3.5545501709
epoch time: 9.8554210663s, input_fired_time: 0.1646278352, output_fired_time: 0.0000000000, propagate_forward_time: 9.0557718277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6350212097
validation[          , genome  6792] predictions:    9696/  10000 (96.96%), best:    9722/10000 (97.22%), error:      1058.74976, best error:       976.25952 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 119.7929840088s, input_fired_time: 1.5626136065, output_fired_time: 1.1519811153, propagate_forward_time: 45.9704704285, propagate_backward_time: 67.5366821289, weight_update_time: 0.1670427173, other_time: 3.5712432861
epoch time: 10.0802812576s, input_fired_time: 0.1636888236, output_fired_time: 0.0000000000, propagate_forward_time: 9.2917299271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6248626709
validation[          , genome  6792] predictions:    9702/  10000 (97.02%), best:    9722/10000 (97.22%), error:       996.78064, best error:       976.25952 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 119.7761611938s, input_fired_time: 1.4687396288, output_fired_time: 1.0668703318, propagate_forward_time: 45.8494873047, propagate_backward_time: 67.7566833496, weight_update_time: 0.1661411971, other_time: 3.6343765259
epoch time: 9.9765615463s, input_fired_time: 0.1625167578, output_fired_time: 0.0000000000, propagate_forward_time: 9.1959476471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6180973053
validation[          , genome  6792] predictions:    9667/  10000 (96.67%), best:    9722/10000 (97.22%), error:      1043.76794, best error:       976.25952 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 120.4740600586s, input_fired_time: 1.4976521730, output_fired_time: 1.0865036249, propagate_forward_time: 46.2296447754, propagate_backward_time: 68.1258926392, weight_update_time: 0.1672141254, other_time: 3.5343704224
epoch time: 9.8778953552s, input_fired_time: 0.1654157192, output_fired_time: 0.0000000000, propagate_forward_time: 9.0812454224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6312341690
validation[          , genome  6792] predictions:    9662/  10000 (96.62%), best:    9722/10000 (97.22%), error:      1102.11963, best error:       976.25952 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 119.3281097412s, input_fired_time: 1.4761642218, output_fired_time: 1.0890135765, propagate_forward_time: 45.6035766602, propagate_backward_time: 67.6029281616, weight_update_time: 0.1689867377, other_time: 3.5564270020
epoch time: 9.8358259201s, input_fired_time: 0.1624961048, output_fired_time: 0.0000000000, propagate_forward_time: 9.0457859039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6275434494
validation[          , genome  6792] predictions:    9701/  10000 (97.01%), best:    9722/10000 (97.22%), error:      1010.90814, best error:       976.25952 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 119.5617370605s, input_fired_time: 1.4932150841, output_fired_time: 1.0711013079, propagate_forward_time: 45.7432250977, propagate_backward_time: 67.5983428955, weight_update_time: 0.1677655429, other_time: 3.6558532715
epoch time: 9.9718255997s, input_fired_time: 0.1630629599, output_fired_time: 0.0000000000, propagate_forward_time: 9.1504449844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6583175659
validation[          , genome  6792] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       961.24316, best error:       961.24316 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 119.5535964966s, input_fired_time: 1.5065572262, output_fired_time: 1.0773868561, propagate_forward_time: 45.8851394653, propagate_backward_time: 67.5367507935, weight_update_time: 0.1668227762, other_time: 3.5477676392
epoch time: 9.9478168488s, input_fired_time: 0.1640137285, output_fired_time: 0.0000000000, propagate_forward_time: 9.1559963226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6278066635
validation[          , genome  6792] predictions:    9717/  10000 (97.17%), best:    9702/10000 (97.02%), error:      1026.31567, best error:       961.24316 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 119.6566543579s, input_fired_time: 1.4787933826, output_fired_time: 1.1033632755, propagate_forward_time: 45.7326011658, propagate_backward_time: 67.6059265137, weight_update_time: 0.1671007723, other_time: 3.7359771729
epoch time: 10.0239324570s, input_fired_time: 0.1626491249, output_fired_time: 0.0000000000, propagate_forward_time: 9.2438783646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6174049377
validation[          , genome  6792] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       952.26868, best error:       952.26868 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 119.9491577148s, input_fired_time: 1.5406874418, output_fired_time: 1.0767717361, propagate_forward_time: 45.7435798645, propagate_backward_time: 67.9970626831, weight_update_time: 0.1677600145, other_time: 3.5910568237
epoch time: 9.8696327209s, input_fired_time: 0.1635892093, output_fired_time: 0.0000000000, propagate_forward_time: 9.0515546799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6544885635
validation[          , genome  6792] predictions:    9674/  10000 (96.74%), best:    9718/10000 (97.18%), error:      1101.47839, best error:       952.26868 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 119.6124114990s, input_fired_time: 1.5044755936, output_fired_time: 1.0642362833, propagate_forward_time: 45.6405181885, propagate_backward_time: 67.8534164429, weight_update_time: 0.1667200029, other_time: 3.5497589111
epoch time: 9.9859352112s, input_fired_time: 0.1643342227, output_fired_time: 0.0000000000, propagate_forward_time: 9.1228199005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6987810135
validation[          , genome  6792] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       941.75336, best error:       941.75336 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 125.4115447998s, input_fired_time: 1.6006177664, output_fired_time: 1.1086944342, propagate_forward_time: 47.8900451660, propagate_backward_time: 71.0688629150, weight_update_time: 0.1779534966, other_time: 3.7433242798
epoch time: 10.1038379669s, input_fired_time: 0.1626270264, output_fired_time: 0.0000000000, propagate_forward_time: 9.2669544220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6742563248
validation[          , genome  6792] predictions:    9685/  10000 (96.85%), best:    9732/10000 (97.32%), error:      1074.98169, best error:       941.75336 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 119.7322845459s, input_fired_time: 1.5065566301, output_fired_time: 1.0598239899, propagate_forward_time: 45.9011039734, propagate_backward_time: 67.6857452393, weight_update_time: 0.1694043726, other_time: 3.5790557861
epoch time: 9.8356990814s, input_fired_time: 0.1629104912, output_fired_time: 0.0000000000, propagate_forward_time: 9.0446357727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281528473
validation[          , genome  6792] predictions:    9692/  10000 (96.92%), best:    9732/10000 (97.32%), error:      1029.21118, best error:       941.75336 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 119.8339385986s, input_fired_time: 1.4871367216, output_fired_time: 1.0648616552, propagate_forward_time: 45.7378616333, propagate_backward_time: 67.9526519775, weight_update_time: 0.1691568643, other_time: 3.5914230347
epoch time: 9.9698963165s, input_fired_time: 0.1637961268, output_fired_time: 0.0000000000, propagate_forward_time: 9.1827030182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6233968735
validation[          , genome  6792] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       933.87903, best error:       933.87903 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 120.5647354126s, input_fired_time: 1.4879924059, output_fired_time: 1.0893174410, propagate_forward_time: 46.2053413391, propagate_backward_time: 68.2048416138, weight_update_time: 0.1664814651, other_time: 3.5772476196
epoch time: 10.0814685822s, input_fired_time: 0.1633954793, output_fired_time: 0.0000000000, propagate_forward_time: 9.3018684387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6162042618
validation[          , genome  6792] predictions:    9704/  10000 (97.04%), best:    9705/10000 (97.05%), error:       987.66699, best error:       933.87903 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 119.8405990601s, input_fired_time: 1.5147943497, output_fired_time: 1.0718905926, propagate_forward_time: 45.6121368408, propagate_backward_time: 68.0991592407, weight_update_time: 0.1665861160, other_time: 3.5426177979
epoch time: 9.8307857513s, input_fired_time: 0.1653669477, output_fired_time: 0.0000000000, propagate_forward_time: 9.0350360870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6303825378
validation[          , genome  6792] predictions:    9689/  10000 (96.89%), best:    9705/10000 (97.05%), error:      1020.11621, best error:       933.87903 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 119.2999420166s, input_fired_time: 1.4848361015, output_fired_time: 1.1153157949, propagate_forward_time: 45.6854934692, propagate_backward_time: 67.4691925049, weight_update_time: 0.1666428745, other_time: 3.5451049805
epoch time: 9.9271917343s, input_fired_time: 0.1665313691, output_fired_time: 0.0000000000, propagate_forward_time: 9.1405744553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6200857162
validation[          , genome  6792] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       906.62433, best error:       906.62433 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 119.5257110596s, input_fired_time: 1.4805449247, output_fired_time: 1.0752170086, propagate_forward_time: 45.6915931702, propagate_backward_time: 67.7495040894, weight_update_time: 0.1670524180, other_time: 3.5288467407
epoch time: 9.8559484482s, input_fired_time: 0.1703751981, output_fired_time: 0.0000000000, propagate_forward_time: 9.0683832169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6171903610
validation[          , genome  6792] predictions:    9722/  10000 (97.22%), best:    9729/10000 (97.29%), error:       911.14319, best error:       906.62433 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 119.4758682251s, input_fired_time: 1.4781597853, output_fired_time: 1.0668027401, propagate_forward_time: 45.8198242188, propagate_backward_time: 67.5361251831, weight_update_time: 0.1675400287, other_time: 3.5749588013
epoch time: 10.0078563690s, input_fired_time: 0.1988835931, output_fired_time: 0.0000000000, propagate_forward_time: 9.1663188934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6426534653
validation[          , genome  6792] predictions:    9709/  10000 (97.09%), best:    9729/10000 (97.29%), error:       933.94464, best error:       906.62433 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 119.3953781128s, input_fired_time: 1.4808824062, output_fired_time: 1.0709555149, propagate_forward_time: 45.4396858215, propagate_backward_time: 67.8438568115, weight_update_time: 0.1659701020, other_time: 3.5599975586
epoch time: 9.9505720139s, input_fired_time: 0.1641473025, output_fired_time: 0.0000000000, propagate_forward_time: 9.1596622467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6267623901
validation[          , genome  6792] predictions:    9702/  10000 (97.02%), best:    9729/10000 (97.29%), error:       974.54816, best error:       906.62433 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 119.3275527954s, input_fired_time: 1.5212436914, output_fired_time: 1.0678745508, propagate_forward_time: 45.7457885742, propagate_backward_time: 67.4393615723, weight_update_time: 0.1695538461, other_time: 3.5532913208
epoch time: 9.9677314758s, input_fired_time: 0.1637187302, output_fired_time: 0.0000000000, propagate_forward_time: 9.1894273758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6145849228
validation[          , genome  6792] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       893.90747, best error:       893.90747 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 119.5274124146s, input_fired_time: 1.4846924543, output_fired_time: 1.0818738937, propagate_forward_time: 45.6762161255, propagate_backward_time: 67.7159118652, weight_update_time: 0.1677076817, other_time: 3.5687179565
epoch time: 9.8797721863s, input_fired_time: 0.1716828346, output_fired_time: 0.0000000000, propagate_forward_time: 9.0951614380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6129283905
validation[          , genome  6792] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       884.30133, best error:       884.30133 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 119.3928298950s, input_fired_time: 1.4855253696, output_fired_time: 1.0985435247, propagate_forward_time: 45.6646232605, propagate_backward_time: 67.5874481201, weight_update_time: 0.1663614661, other_time: 3.5566864014
epoch time: 9.9130916595s, input_fired_time: 0.1712820828, output_fired_time: 0.0000000000, propagate_forward_time: 9.1108741760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6309356689
validation[          , genome  6792] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       865.25726, best error:       865.25726 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 119.9002990723s, input_fired_time: 1.4962018728, output_fired_time: 1.0845050812, propagate_forward_time: 45.9317703247, propagate_backward_time: 67.8156204224, weight_update_time: 0.1679410338, other_time: 3.5722045898
epoch time: 9.8954696655s, input_fired_time: 0.1718249023, output_fired_time: 0.0000000000, propagate_forward_time: 9.1008167267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6228284836
validation[          , genome  6792] predictions:    9696/  10000 (96.96%), best:    9743/10000 (97.43%), error:      1050.94067, best error:       865.25726 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 119.6956939697s, input_fired_time: 1.5277631283, output_fired_time: 1.0746514797, propagate_forward_time: 45.9061470032, propagate_backward_time: 67.6445159912, weight_update_time: 0.1667769849, other_time: 3.5426177979
epoch time: 10.0348749161s, input_fired_time: 0.1662549525, output_fired_time: 0.0000000000, propagate_forward_time: 9.2235946655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6450252533
validation[          , genome  6792] predictions:    9738/  10000 (97.38%), best:    9743/10000 (97.43%), error:       898.21722, best error:       865.25726 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 119.9226608276s, input_fired_time: 1.5021239519, output_fired_time: 1.0556689501, propagate_forward_time: 45.9872283936, propagate_backward_time: 67.8279495239, weight_update_time: 0.1717030257, other_time: 3.5496902466
epoch time: 10.0417156219s, input_fired_time: 0.1656083018, output_fired_time: 0.0000000000, propagate_forward_time: 9.2335147858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6425924301
validation[          , genome  6792] predictions:    9719/  10000 (97.19%), best:    9743/10000 (97.43%), error:       945.64966, best error:       865.25726 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 119.5104980469s, input_fired_time: 1.5197217464, output_fired_time: 1.0710681677, propagate_forward_time: 45.9791908264, propagate_backward_time: 67.3647460938, weight_update_time: 0.1658889800, other_time: 3.5757751465
epoch time: 9.9870710373s, input_fired_time: 0.1731611490, output_fired_time: 0.0000000000, propagate_forward_time: 9.1810579300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6328516006
validation[          , genome  6792] predictions:    9750/  10000 (97.50%), best:    9743/10000 (97.43%), error:       904.59821, best error:       865.25726 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 119.7164154053s, input_fired_time: 1.4763462543, output_fired_time: 1.0916073322, propagate_forward_time: 45.7674140930, propagate_backward_time: 67.8110198975, weight_update_time: 0.1711163670, other_time: 3.5700225830
epoch time: 9.8884677887s, input_fired_time: 0.1652344763, output_fired_time: 0.0000000000, propagate_forward_time: 9.1023263931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6209068298
validation[          , genome  6792] predictions:    9736/  10000 (97.36%), best:    9743/10000 (97.43%), error:       866.61420, best error:       865.25726 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 119.8022232056s, input_fired_time: 1.4976832867, output_fired_time: 1.0643038750, propagate_forward_time: 45.8983726501, propagate_backward_time: 67.7028808594, weight_update_time: 0.1773086935, other_time: 3.6389923096
epoch time: 9.9772682190s, input_fired_time: 0.1655480415, output_fired_time: 0.0000000000, propagate_forward_time: 9.1840486526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6276712418
validation[          , genome  6792] predictions:    9711/  10000 (97.11%), best:    9743/10000 (97.43%), error:       998.02344, best error:       865.25726 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 119.3271255493s, input_fired_time: 1.5181986094, output_fired_time: 1.0625514984, propagate_forward_time: 45.7920951843, propagate_backward_time: 67.4181442261, weight_update_time: 0.1663477272, other_time: 3.5361404419
epoch time: 9.9579601288s, input_fired_time: 0.1733855605, output_fired_time: 0.0000000000, propagate_forward_time: 9.1451683044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6394062042
validation[          , genome  6792] predictions:    9730/  10000 (97.30%), best:    9743/10000 (97.43%), error:       911.87476, best error:       865.25726 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 119.5978088379s, input_fired_time: 1.5306380987, output_fired_time: 1.0604768991, propagate_forward_time: 45.9660720825, propagate_backward_time: 67.4748306274, weight_update_time: 0.1714941114, other_time: 3.5657882690
epoch time: 9.9229459763s, input_fired_time: 0.1686920971, output_fired_time: 0.0000000000, propagate_forward_time: 9.1061620712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6480922699
validation[          , genome  6792] predictions:    9735/  10000 (97.35%), best:    9743/10000 (97.43%), error:       896.08032, best error:       865.25726 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 119.7051391602s, input_fired_time: 1.4877912998, output_fired_time: 1.0588250160, propagate_forward_time: 45.9832153320, propagate_backward_time: 67.6063308716, weight_update_time: 0.1657721102, other_time: 3.5689773560
epoch time: 10.1085138321s, input_fired_time: 0.1682996452, output_fired_time: 0.0000000000, propagate_forward_time: 9.2962961197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6439180374
validation[          , genome  6792] predictions:    9642/  10000 (96.42%), best:    9743/10000 (97.43%), error:      1160.35730, best error:       865.25726 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 119.7991104126s, input_fired_time: 1.5013625622, output_fired_time: 1.0768547058, propagate_forward_time: 45.8331794739, propagate_backward_time: 67.8047027588, weight_update_time: 0.1693965495, other_time: 3.5830078125
epoch time: 10.1091260910s, input_fired_time: 0.1693666428, output_fired_time: 0.0000000000, propagate_forward_time: 9.3146629333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6250963211
validation[          , genome  6792] predictions:    9718/  10000 (97.18%), best:    9743/10000 (97.43%), error:       962.72064, best error:       865.25726 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 119.5662155151s, input_fired_time: 1.4942415953, output_fired_time: 1.0748112202, propagate_forward_time: 46.0772399902, propagate_backward_time: 67.3631820679, weight_update_time: 0.1659686267, other_time: 3.5567398071
epoch time: 9.9248266220s, input_fired_time: 0.1680166572, output_fired_time: 0.0000000000, propagate_forward_time: 9.1303949356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6264152527
validation[          , genome  6792] predictions:    9740/  10000 (97.40%), best:    9743/10000 (97.43%), error:       915.59497, best error:       865.25726 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 119.9417800903s, input_fired_time: 1.5110640526, output_fired_time: 1.0842986107, propagate_forward_time: 46.2035408020, propagate_backward_time: 67.5307540894, weight_update_time: 0.1705873907, other_time: 3.6121292114
epoch time: 9.8582973480s, input_fired_time: 0.1695707440, output_fired_time: 0.0000000000, propagate_forward_time: 9.0670871735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6216392517
validation[          , genome  6792] predictions:    9739/  10000 (97.39%), best:    9743/10000 (97.43%), error:       873.66669, best error:       865.25726 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 119.4468154907s, input_fired_time: 1.5436722040, output_fired_time: 1.0684132576, propagate_forward_time: 45.6867904663, propagate_backward_time: 67.5676345825, weight_update_time: 0.1680772603, other_time: 3.5803070068
epoch time: 9.9272127151s, input_fired_time: 0.1670555770, output_fired_time: 0.0000000000, propagate_forward_time: 9.1346483231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6255092621
validation[          , genome  6792] predictions:    9708/  10000 (97.08%), best:    9743/10000 (97.43%), error:       941.88837, best error:       865.25726 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 119.1806869507s, input_fired_time: 1.4898734093, output_fired_time: 1.0620360374, propagate_forward_time: 45.7432518005, propagate_backward_time: 67.3472442627, weight_update_time: 0.1701534837, other_time: 3.5382843018
epoch time: 9.8927478790s, input_fired_time: 0.1674152315, output_fired_time: 0.0000000000, propagate_forward_time: 9.0949668884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6303653717
validation[          , genome  6792] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       854.02979, best error:       854.02979 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 119.6484527588s, input_fired_time: 1.5842421055, output_fired_time: 1.0653866529, propagate_forward_time: 45.8351669312, propagate_backward_time: 67.5762634277, weight_update_time: 0.1685879976, other_time: 3.5873947144
epoch time: 9.9973974228s, input_fired_time: 0.1672671139, output_fired_time: 0.0000000000, propagate_forward_time: 9.1981964111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6319341660
validation[          , genome  6792] predictions:    9724/  10000 (97.24%), best:    9740/10000 (97.40%), error:       895.95221, best error:       854.02979 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 119.6116485596s, input_fired_time: 1.4940518141, output_fired_time: 1.0929352045, propagate_forward_time: 46.0100479126, propagate_backward_time: 67.4744567871, weight_update_time: 0.1664491892, other_time: 3.5401611328
epoch time: 9.9306192398s, input_fired_time: 0.1662842780, output_fired_time: 0.0000000000, propagate_forward_time: 9.1437416077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6205930710
validation[          , genome  6792] predictions:    9715/  10000 (97.15%), best:    9740/10000 (97.40%), error:       918.70789, best error:       854.02979 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 119.9958419800s, input_fired_time: 1.4892737865, output_fired_time: 1.0731699467, propagate_forward_time: 45.8404388428, propagate_backward_time: 68.0104446411, weight_update_time: 0.1717280149, other_time: 3.5825119019
epoch time: 9.9239387512s, input_fired_time: 0.1665285826, output_fired_time: 0.0000000000, propagate_forward_time: 9.1384763718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6189336777
validation[          , genome  6792] predictions:    9718/  10000 (97.18%), best:    9740/10000 (97.40%), error:       971.39465, best error:       854.02979 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 119.7315979004s, input_fired_time: 1.4891706705, output_fired_time: 1.0737514496, propagate_forward_time: 45.9670333862, propagate_backward_time: 67.6694869995, weight_update_time: 0.1661698818, other_time: 3.5321502686
epoch time: 9.9804639816s, input_fired_time: 0.1683536917, output_fired_time: 0.0000000000, propagate_forward_time: 9.1686668396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6434431076
validation[          , genome  6792] predictions:    9712/  10000 (97.12%), best:    9740/10000 (97.40%), error:       994.55853, best error:       854.02979 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 119.5600433350s, input_fired_time: 1.5006141663, output_fired_time: 1.0678913593, propagate_forward_time: 45.7234802246, propagate_backward_time: 67.7478179932, weight_update_time: 0.1683779806, other_time: 3.5202407837
epoch time: 9.8595218658s, input_fired_time: 0.1685426533, output_fired_time: 0.0000000000, propagate_forward_time: 9.0752897263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6156892776
validation[          , genome  6792] predictions:    9754/  10000 (97.54%), best:    9740/10000 (97.40%), error:       864.86993, best error:       854.02979 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 119.6903533936s, input_fired_time: 1.4987850189, output_fired_time: 1.0733188391, propagate_forward_time: 45.8693618774, propagate_backward_time: 67.6488571167, weight_update_time: 0.1660856307, other_time: 3.6000289917
epoch time: 9.8865041733s, input_fired_time: 0.1694324166, output_fired_time: 0.0000000000, propagate_forward_time: 9.0915250778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6255464554
validation[          , genome  6792] predictions:    9708/  10000 (97.08%), best:    9740/10000 (97.40%), error:       993.21783, best error:       854.02979 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 119.8212356567s, input_fired_time: 1.4972499609, output_fired_time: 1.0904301405, propagate_forward_time: 45.7178726196, propagate_backward_time: 67.9529266357, weight_update_time: 0.1659293026, other_time: 3.5627517700
epoch time: 9.9440603256s, input_fired_time: 0.1695384383, output_fired_time: 0.0000000000, propagate_forward_time: 9.1303930283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6441287994
validation[          , genome  6792] predictions:    9726/  10000 (97.26%), best:    9740/10000 (97.40%), error:       956.99908, best error:       854.02979 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 119.4455337524s, input_fired_time: 1.4948905706, output_fired_time: 1.0605225563, propagate_forward_time: 45.8001136780, propagate_backward_time: 67.4884033203, weight_update_time: 0.1680592448, other_time: 3.6016082764
epoch time: 9.9918117523s, input_fired_time: 0.1676620543, output_fired_time: 0.0000000000, propagate_forward_time: 9.1812229156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6429271698
validation[          , genome  6792] predictions:    9713/  10000 (97.13%), best:    9740/10000 (97.40%), error:       970.67529, best error:       854.02979 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 119.7070159912s, input_fired_time: 1.5027163029, output_fired_time: 1.0685285330, propagate_forward_time: 45.8266906738, propagate_backward_time: 67.7358245850, weight_update_time: 0.1740922779, other_time: 3.5732574463
epoch time: 9.9836711884s, input_fired_time: 0.1715195179, output_fired_time: 0.0000000000, propagate_forward_time: 9.1888809204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6232709885
validation[          , genome  6792] predictions:    9681/  10000 (96.81%), best:    9740/10000 (97.40%), error:      1044.44055, best error:       854.02979 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 119.3407897949s, input_fired_time: 1.5197732449, output_fired_time: 1.0814279318, propagate_forward_time: 45.5271949768, propagate_backward_time: 67.6165008545, weight_update_time: 0.2116831392, other_time: 3.5958862305
epoch time: 9.9408903122s, input_fired_time: 0.1701204777, output_fired_time: 0.0000000000, propagate_forward_time: 9.1473922729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6233778000
validation[          , genome  6792] predictions:    9708/  10000 (97.08%), best:    9740/10000 (97.40%), error:       956.31818, best error:       854.02979 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 119.5656509399s, input_fired_time: 1.4877851009, output_fired_time: 1.0823445320, propagate_forward_time: 45.8135566711, propagate_backward_time: 67.6218109131, weight_update_time: 0.1678381860, other_time: 3.5601501465
epoch time: 9.9236936569s, input_fired_time: 0.1678477824, output_fired_time: 0.0000000000, propagate_forward_time: 9.1354656219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6203804016
validation[          , genome  6792] predictions:    9659/  10000 (96.59%), best:    9740/10000 (97.40%), error:      1114.91943, best error:       854.02979 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 119.5747222900s, input_fired_time: 1.4951175451, output_fired_time: 1.0679656267, propagate_forward_time: 45.8210220337, propagate_backward_time: 67.6354217529, weight_update_time: 0.1658720970, other_time: 3.5551986694
epoch time: 9.9548692703s, input_fired_time: 0.1695208102, output_fired_time: 0.0000000000, propagate_forward_time: 9.1536092758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6317396164
validation[          , genome  6792] predictions:    9717/  10000 (97.17%), best:    9740/10000 (97.40%), error:       906.25568, best error:       854.02979 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 119.7804794312s, input_fired_time: 1.5518401861, output_fired_time: 1.0742611885, propagate_forward_time: 46.0252723694, propagate_backward_time: 67.5172195435, weight_update_time: 0.1766094118, other_time: 3.6118850708
epoch time: 9.8803949356s, input_fired_time: 0.1670610011, output_fired_time: 0.0000000000, propagate_forward_time: 9.0910568237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6222772598
validation[          , genome  6792] predictions:    9729/  10000 (97.29%), best:    9740/10000 (97.40%), error:       917.23822, best error:       854.02979 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 119.1077804565s, input_fired_time: 1.5347272158, output_fired_time: 1.0750365257, propagate_forward_time: 45.5645751953, propagate_backward_time: 67.3672180176, weight_update_time: 0.1661456376, other_time: 3.5662231445
epoch time: 9.8454351425s, input_fired_time: 0.1678604484, output_fired_time: 0.0000000000, propagate_forward_time: 9.0455608368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6320142746
validation[          , genome  6792] predictions:    9633/  10000 (96.33%), best:    9740/10000 (97.40%), error:      1232.97339, best error:       854.02979 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 119.3059616089s, input_fired_time: 1.5125486851, output_fired_time: 1.0657006502, propagate_forward_time: 45.7375984192, propagate_backward_time: 67.4226226807, weight_update_time: 0.1677819341, other_time: 3.5674896240
epoch time: 9.9121322632s, input_fired_time: 0.1682541966, output_fired_time: 0.0000000000, propagate_forward_time: 9.1147737503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6291046143
validation[          , genome  6792] predictions:    9708/  10000 (97.08%), best:    9740/10000 (97.40%), error:       965.26819, best error:       854.02979 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 119.7008590698s, input_fired_time: 1.5077890158, output_fired_time: 1.0667592287, propagate_forward_time: 45.7610702515, propagate_backward_time: 67.8211822510, weight_update_time: 0.1656628251, other_time: 3.5440597534
epoch time: 9.9795112610s, input_fired_time: 0.1683882177, output_fired_time: 0.0000000000, propagate_forward_time: 9.1787738800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6323490143
validation[          , genome  6792] predictions:    9739/  10000 (97.39%), best:    9740/10000 (97.40%), error:       875.11346, best error:       854.02979 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 120.0140457153s, input_fired_time: 1.4978466034, output_fired_time: 1.0637001991, propagate_forward_time: 46.0846786499, propagate_backward_time: 67.7951507568, weight_update_time: 0.1655599475, other_time: 3.5726699829
epoch time: 10.0020895004s, input_fired_time: 0.1689227223, output_fired_time: 0.0000000000, propagate_forward_time: 9.2150840759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6180830002
validation[          , genome  6792] predictions:    9690/  10000 (96.90%), best:    9740/10000 (97.40%), error:       991.79321, best error:       854.02979 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 119.5219116211s, input_fired_time: 1.5343779325, output_fired_time: 1.0681412220, propagate_forward_time: 45.5553665161, propagate_backward_time: 67.7981109619, weight_update_time: 0.1750902086, other_time: 3.5659179688
epoch time: 9.9862947464s, input_fired_time: 0.1674866676, output_fired_time: 0.0000000000, propagate_forward_time: 9.1879529953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6308546066
validation[          , genome  6792] predictions:    9727/  10000 (97.27%), best:    9740/10000 (97.40%), error:       940.36432, best error:       854.02979 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 120.2765579224s, input_fired_time: 1.5063700676, output_fired_time: 1.0778176785, propagate_forward_time: 46.1214828491, propagate_backward_time: 67.9299468994, weight_update_time: 0.1690102071, other_time: 3.6409378052
epoch time: 9.9624824524s, input_fired_time: 0.1695420593, output_fired_time: 0.0000000000, propagate_forward_time: 9.1389551163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6539850235
validation[          , genome  6792] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       845.70685, best error:       845.70685 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 119.8074340820s, input_fired_time: 1.4959330559, output_fired_time: 1.0663561821, propagate_forward_time: 45.9854583740, propagate_backward_time: 67.6986923218, weight_update_time: 0.1665770710, other_time: 3.5609970093
epoch time: 9.8922567368s, input_fired_time: 0.1702811569, output_fired_time: 0.0000000000, propagate_forward_time: 9.1084623337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6135129929
validation[          , genome  6792] predictions:    9713/  10000 (97.13%), best:    9741/10000 (97.41%), error:       962.04926, best error:       845.70685 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 119.6293640137s, input_fired_time: 1.5001291037, output_fired_time: 1.0716218948, propagate_forward_time: 45.7317352295, propagate_backward_time: 67.6651992798, weight_update_time: 0.1668008417, other_time: 3.6606750488
epoch time: 9.8677215576s, input_fired_time: 0.1730345488, output_fired_time: 0.0000000000, propagate_forward_time: 9.0774726868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6172142029
validation[          , genome  6792] predictions:    9713/  10000 (97.13%), best:    9741/10000 (97.41%), error:       902.54767, best error:       845.70685 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 119.7371902466s, input_fired_time: 1.5072892904, output_fired_time: 1.0662922859, propagate_forward_time: 45.8506889343, propagate_backward_time: 67.7809677124, weight_update_time: 0.1669248343, other_time: 3.5319595337
epoch time: 9.8966760635s, input_fired_time: 0.1693524867, output_fired_time: 0.0000000000, propagate_forward_time: 9.1090927124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6182308197
validation[          , genome  6792] predictions:    9723/  10000 (97.23%), best:    9741/10000 (97.41%), error:       939.67249, best error:       845.70685 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 121.9155426025s, input_fired_time: 1.5316519737, output_fired_time: 1.0941265821, propagate_forward_time: 46.6395301819, propagate_backward_time: 68.9399032593, weight_update_time: 0.1682556421, other_time: 3.7103347778
epoch time: 9.9260625839s, input_fired_time: 0.1733421534, output_fired_time: 0.0000000000, propagate_forward_time: 9.1165027618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6362180710
validation[          , genome  6792] predictions:    9749/  10000 (97.49%), best:    9741/10000 (97.41%), error:       892.45825, best error:       845.70685 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 119.7683563232s, input_fired_time: 1.5030229092, output_fired_time: 1.0866529942, propagate_forward_time: 46.1371688843, propagate_backward_time: 67.4943466187, weight_update_time: 0.1675416976, other_time: 3.5471649170
epoch time: 9.8245220184s, input_fired_time: 0.1679941118, output_fired_time: 0.0000000000, propagate_forward_time: 9.0409688950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6155586243
validation[          , genome  6792] predictions:    9694/  10000 (96.94%), best:    9741/10000 (97.41%), error:      1044.19421, best error:       845.70685 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 120.0293045044s, input_fired_time: 1.6370930672, output_fired_time: 1.0777839422, propagate_forward_time: 45.8018569946, propagate_backward_time: 67.9226837158, weight_update_time: 0.1681610346, other_time: 3.5898895264
epoch time: 9.9137229919s, input_fired_time: 0.1756101400, output_fired_time: 0.0000000000, propagate_forward_time: 9.1084527969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6296596527
validation[          , genome  6792] predictions:    9721/  10000 (97.21%), best:    9741/10000 (97.41%), error:       983.10181, best error:       845.70685 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 119.9156036377s, input_fired_time: 1.5083855391, output_fired_time: 1.0645198822, propagate_forward_time: 45.9150886536, propagate_backward_time: 67.8192825317, weight_update_time: 0.1701152623, other_time: 3.6083297729
epoch time: 9.8352632523s, input_fired_time: 0.1695957482, output_fired_time: 0.0000000000, propagate_forward_time: 9.0288305283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6368370056
validation[          , genome  6792] predictions:    9709/  10000 (97.09%), best:    9741/10000 (97.41%), error:       967.63495, best error:       845.70685 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 119.7386856079s, input_fired_time: 1.5199786425, output_fired_time: 1.0694971085, propagate_forward_time: 45.8900794983, propagate_backward_time: 67.6778411865, weight_update_time: 0.1735087186, other_time: 3.5812835693
epoch time: 9.8877496719s, input_fired_time: 0.1696654856, output_fired_time: 0.0000000000, propagate_forward_time: 9.0919599533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6261243820
validation[          , genome  6792] predictions:    9714/  10000 (97.14%), best:    9741/10000 (97.41%), error:       927.35925, best error:       845.70685 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 119.6387557983s, input_fired_time: 1.5128736496, output_fired_time: 1.0985603333, propagate_forward_time: 45.6292152405, propagate_backward_time: 67.7991180420, weight_update_time: 0.1667427272, other_time: 3.5989990234
epoch time: 9.8940248489s, input_fired_time: 0.1711267978, output_fired_time: 0.0000000000, propagate_forward_time: 9.0972099304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6256885529
validation[          , genome  6792] predictions:    9709/  10000 (97.09%), best:    9741/10000 (97.41%), error:       958.71710, best error:       845.70685 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 120.0350265503s, input_fired_time: 1.5117218494, output_fired_time: 1.0930886269, propagate_forward_time: 45.8112373352, propagate_backward_time: 67.9822082520, weight_update_time: 0.1674004942, other_time: 3.6367797852
epoch time: 9.9190168381s, input_fired_time: 0.1703648716, output_fired_time: 0.0000000000, propagate_forward_time: 9.1189336777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6297178268
validation[          , genome  6792] predictions:    9738/  10000 (97.38%), best:    9741/10000 (97.41%), error:       923.92529, best error:       845.70685 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 119.6240158081s, input_fired_time: 1.5100218058, output_fired_time: 1.0719392300, propagate_forward_time: 45.8369712830, propagate_backward_time: 67.5888595581, weight_update_time: 0.1652640402, other_time: 3.6162185669
epoch time: 9.8751115799s, input_fired_time: 0.1711389869, output_fired_time: 0.0000000000, propagate_forward_time: 9.0739145279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6300582886
validation[          , genome  6792] predictions:    9724/  10000 (97.24%), best:    9741/10000 (97.41%), error:       918.12231, best error:       845.70685 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 119.4725952148s, input_fired_time: 1.5197343826, output_fired_time: 1.0969662666, propagate_forward_time: 45.7057838440, propagate_backward_time: 67.5249710083, weight_update_time: 0.1674867421, other_time: 3.6251296997
epoch time: 9.8644256592s, input_fired_time: 0.1672122627, output_fired_time: 0.0000000000, propagate_forward_time: 9.0743618011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6228513718
validation[          , genome  6792] predictions:    9602/  10000 (96.02%), best:    9741/10000 (97.41%), error:      1289.02637, best error:       845.70685 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 119.9729003906s, input_fired_time: 1.5046545267, output_fired_time: 1.0745835304, propagate_forward_time: 45.8710327148, propagate_backward_time: 67.9290924072, weight_update_time: 0.1669689864, other_time: 3.5935363770
epoch time: 9.9250192642s, input_fired_time: 0.1701835394, output_fired_time: 0.0000000000, propagate_forward_time: 9.1276206970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6272153854
validation[          , genome  6792] predictions:    9673/  10000 (96.73%), best:    9741/10000 (97.41%), error:      1069.25781, best error:       845.70685 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 119.7547454834s, input_fired_time: 1.5592854023, output_fired_time: 1.0639821291, propagate_forward_time: 46.0347595215, propagate_backward_time: 67.5392227173, weight_update_time: 0.1664785296, other_time: 3.5574951172
epoch time: 9.9538469315s, input_fired_time: 0.1728806347, output_fired_time: 0.0000000000, propagate_forward_time: 9.1442050934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6367616653
validation[          , genome  6792] predictions:    9691/  10000 (96.91%), best:    9741/10000 (97.41%), error:      1033.17578, best error:       845.70685 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 119.7382583618s, input_fired_time: 1.5052260160, output_fired_time: 1.0760617256, propagate_forward_time: 45.8452453613, propagate_backward_time: 67.7377471924, weight_update_time: 0.1659025401, other_time: 3.5739746094
epoch time: 10.0573024750s, input_fired_time: 0.1735438406, output_fired_time: 0.0000000000, propagate_forward_time: 9.2168331146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6669254303
validation[          , genome  6792] predictions:    9716/  10000 (97.16%), best:    9741/10000 (97.41%), error:       914.41132, best error:       845.70685 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 119.6233444214s, input_fired_time: 1.5657429695, output_fired_time: 1.0623465776, propagate_forward_time: 45.7010765076, propagate_backward_time: 67.6932830811, weight_update_time: 0.1661061794, other_time: 3.6008911133
epoch time: 9.9381151199s, input_fired_time: 0.1714140028, output_fired_time: 0.0000000000, propagate_forward_time: 9.1288185120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6378822327
validation[          , genome  6792] predictions:    9743/  10000 (97.43%), best:    9741/10000 (97.41%), error:       892.24298, best error:       845.70685 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 119.4163436890s, input_fired_time: 1.5465642214, output_fired_time: 1.0765689611, propagate_forward_time: 45.6196403503, propagate_backward_time: 67.5665969849, weight_update_time: 0.1814535856, other_time: 3.6069717407
epoch time: 9.8972892761s, input_fired_time: 0.1722510755, output_fired_time: 0.0000000000, propagate_forward_time: 9.0982732773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6267652512
validation[          , genome  6792] predictions:    9740/  10000 (97.40%), best:    9741/10000 (97.41%), error:       887.24426, best error:       845.70685 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 119.1027755737s, input_fired_time: 1.5221384764, output_fired_time: 1.0676218271, propagate_forward_time: 45.7502975464, propagate_backward_time: 67.1750869751, weight_update_time: 0.1683857292, other_time: 3.5876312256
epoch time: 9.8532867432s, input_fired_time: 0.1708538830, output_fired_time: 0.0000000000, propagate_forward_time: 9.0681371689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6142959595
validation[          , genome  6792] predictions:    9728/  10000 (97.28%), best:    9741/10000 (97.41%), error:       917.70770, best error:       845.70685 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 119.5847549438s, input_fired_time: 1.5291312933, output_fired_time: 1.0616905689, propagate_forward_time: 45.9416961670, propagate_backward_time: 67.5069885254, weight_update_time: 0.1665676683, other_time: 3.5452499390
epoch time: 9.8993167877s, input_fired_time: 0.1709426194, output_fired_time: 0.0000000000, propagate_forward_time: 9.1058540344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6225204468
validation[          , genome  6792] predictions:    9718/  10000 (97.18%), best:    9741/10000 (97.41%), error:       950.70844, best error:       845.70685 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 119.4946212769s, input_fired_time: 1.5263749361, output_fired_time: 1.0824245214, propagate_forward_time: 45.7120666504, propagate_backward_time: 67.6112899780, weight_update_time: 0.1717572808, other_time: 3.5624618530
epoch time: 9.8856849670s, input_fired_time: 0.1755894572, output_fired_time: 0.0000000000, propagate_forward_time: 9.0785903931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6315050125
validation[          , genome  6792] predictions:    9711/  10000 (97.11%), best:    9741/10000 (97.41%), error:       928.02826, best error:       845.70685 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 119.4085159302s, input_fired_time: 1.5254571438, output_fired_time: 1.0653624535, propagate_forward_time: 45.7919540405, propagate_backward_time: 67.4472122192, weight_update_time: 0.1688478142, other_time: 3.5785293579
epoch time: 9.8676223755s, input_fired_time: 0.1724331975, output_fired_time: 0.0000000000, propagate_forward_time: 9.0716094971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6235799789
validation[          , genome  6792] predictions:    9732/  10000 (97.32%), best:    9741/10000 (97.41%), error:       918.47766, best error:       845.70685 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 119.6833038330s, input_fired_time: 1.5181578398, output_fired_time: 1.0587956905, propagate_forward_time: 45.6120643616, propagate_backward_time: 67.9518966675, weight_update_time: 0.1657327265, other_time: 3.5423965454
epoch time: 9.9188556671s, input_fired_time: 0.1733372211, output_fired_time: 0.0000000000, propagate_forward_time: 9.0866813660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6588373184
validation[          , genome  6792] predictions:    9733/  10000 (97.33%), best:    9741/10000 (97.41%), error:       901.73401, best error:       845.70685 on epoch:    78, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 49.8659973145s, input_fired_time: 0.8673624396, output_fired_time: 0.0000000000, propagate_forward_time: 45.8144378662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1841964722
best training[          , genome  6792] predictions:   49511/  50000 (99.02%), best:    9741/10000 (97.41%), error:      1931.93542, best error:       845.70685 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 10.2404365540s, input_fired_time: 0.1746799201, output_fired_time: 0.0000000000, propagate_forward_time: 9.2114915848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8542652130
   testing[          , genome  6792] predictions:    9775/  10000 (97.75%), best:    9741/10000 (97.41%), error:       800.33289, best error:       845.70685 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:40:34 (13687): called boinc_finish(0)

</stderr_txt>
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