Nameexact_genome_1512568488_41_7049_1
Workunit2606521
Created7 Dec 2017, 23:35:07 UTC
Sent7 Dec 2017, 23:38:38 UTC
Report deadline15 Dec 2017, 18:56:08 UTC
Received8 Dec 2017, 15:31:55 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55826
Run time4 hours 34 min 34 sec
CPU time4 hours 29 min 42 sec
Validate stateValid
Credit1,950.96
Device peak FLOPS2.11 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.76 MB
Peak swap size152.31 MB
Peak disk usage1.06 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
75, weight_update_time: 0.1397063583, other_time: 8.0239181519
epoch time: 12.6331262589s, input_fired_time: 0.1924873590, output_fired_time: 0.0000000000, propagate_forward_time: 10.9406280518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5000104904
validation[          , genome  7049] predictions:    9587/  10000 (95.87%), best:    9685/10000 (96.85%), error:      1381.05225, best error:      1075.08630 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 148.9213867188s, input_fired_time: 1.5740023851, output_fired_time: 1.0677257776, propagate_forward_time: 54.8913002014, propagate_backward_time: 83.5475158691, weight_update_time: 0.1430932432, other_time: 7.8408508301
epoch time: 12.5833053589s, input_fired_time: 0.1620648056, output_fired_time: 0.0000000000, propagate_forward_time: 10.9160814285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5051593781
validation[          , genome  7049] predictions:    9665/  10000 (96.65%), best:    9685/10000 (96.85%), error:      1207.14246, best error:      1075.08630 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 149.0825042725s, input_fired_time: 1.5601524115, output_fired_time: 1.0495305061, propagate_forward_time: 54.9555740356, propagate_backward_time: 83.6510620117, weight_update_time: 0.1394101083, other_time: 7.8661880493
epoch time: 12.7165451050s, input_fired_time: 0.1636412442, output_fired_time: 0.0000000000, propagate_forward_time: 11.0305166245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5223875046
validation[          , genome  7049] predictions:    9548/  10000 (95.48%), best:    9685/10000 (96.85%), error:      1427.59497, best error:      1075.08630 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 149.2833862305s, input_fired_time: 1.5683414936, output_fired_time: 1.0550854206, propagate_forward_time: 55.1905937195, propagate_backward_time: 83.6679077148, weight_update_time: 0.1452547014, other_time: 7.8014526367
epoch time: 12.6957349777s, input_fired_time: 0.1644231230, output_fired_time: 0.0000000000, propagate_forward_time: 11.0280656815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5032463074
validation[          , genome  7049] predictions:    9640/  10000 (96.40%), best:    9685/10000 (96.85%), error:      1135.92639, best error:      1075.08630 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 149.0498809814s, input_fired_time: 1.5714001656, output_fired_time: 1.0527182817, propagate_forward_time: 55.1562004089, propagate_backward_time: 83.4354324341, weight_update_time: 0.1398722529, other_time: 7.8341293335
epoch time: 12.7768287659s, input_fired_time: 0.1679207981, output_fired_time: 0.0000000000, propagate_forward_time: 11.1014947891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5074129105
validation[          , genome  7049] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1050.10193, best error:      1050.10193 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 149.3267364502s, input_fired_time: 1.5958017111, output_fired_time: 1.1640894413, propagate_forward_time: 55.0945014954, propagate_backward_time: 83.6580581665, weight_update_time: 0.1396847367, other_time: 7.8142929077
epoch time: 12.7181949615s, input_fired_time: 0.1683231145, output_fired_time: 0.0000000000, propagate_forward_time: 11.0355548859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5143165588
validation[          , genome  7049] predictions:    9559/  10000 (95.59%), best:    9679/10000 (96.79%), error:      1428.66956, best error:      1050.10193 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 149.1496124268s, input_fired_time: 1.5896413326, output_fired_time: 1.0612263680, propagate_forward_time: 54.8909301758, propagate_backward_time: 83.7466278076, weight_update_time: 0.1392920762, other_time: 7.8611755371
epoch time: 12.6561994553s, input_fired_time: 0.1678280234, output_fired_time: 0.0000000000, propagate_forward_time: 10.9880294800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5003423691
validation[          , genome  7049] predictions:    9627/  10000 (96.27%), best:    9679/10000 (96.79%), error:      1243.38477, best error:      1050.10193 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 149.3666076660s, input_fired_time: 1.5995173454, output_fired_time: 1.0480403900, propagate_forward_time: 54.9902915955, propagate_backward_time: 83.8105926514, weight_update_time: 0.1395801753, other_time: 7.9181671143
epoch time: 12.7962598801s, input_fired_time: 0.1663440466, output_fired_time: 0.0000000000, propagate_forward_time: 11.1119909286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5179252625
validation[          , genome  7049] predictions:    9662/  10000 (96.62%), best:    9679/10000 (96.79%), error:      1058.11609, best error:      1050.10193 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 149.3879547119s, input_fired_time: 1.5767924786, output_fired_time: 1.0589462519, propagate_forward_time: 55.3315544128, propagate_backward_time: 83.6106948853, weight_update_time: 0.1395836920, other_time: 7.8099594116
epoch time: 12.6178226471s, input_fired_time: 0.1656079441, output_fired_time: 0.0000000000, propagate_forward_time: 10.9571056366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4951086044
validation[          , genome  7049] predictions:    9545/  10000 (95.45%), best:    9679/10000 (96.79%), error:      1439.60889, best error:      1050.10193 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 148.9028625488s, input_fired_time: 1.6142524481, output_fired_time: 1.0473217964, propagate_forward_time: 55.0397529602, propagate_backward_time: 83.3688888550, weight_update_time: 0.1450842619, other_time: 7.8326492310
epoch time: 12.9349374771s, input_fired_time: 0.1672467887, output_fired_time: 0.0000000000, propagate_forward_time: 11.2135572433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5541334152
validation[          , genome  7049] predictions:    9660/  10000 (96.60%), best:    9679/10000 (96.79%), error:      1088.33228, best error:      1050.10193 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 149.5218658447s, input_fired_time: 1.6598508358, output_fired_time: 1.0483661890, propagate_forward_time: 55.1078605652, propagate_backward_time: 83.9221649170, weight_update_time: 0.1405639201, other_time: 7.7836151123
epoch time: 12.6789999008s, input_fired_time: 0.1665615886, output_fired_time: 0.0000000000, propagate_forward_time: 10.9573774338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5550613403
validation[          , genome  7049] predictions:    9689/  10000 (96.89%), best:    9679/10000 (96.79%), error:      1075.56177, best error:      1050.10193 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 149.3390350342s, input_fired_time: 1.6173870564, output_fired_time: 1.0443799496, propagate_forward_time: 55.0296363831, propagate_backward_time: 83.7697830200, weight_update_time: 0.1393831372, other_time: 7.8778610229
epoch time: 13.0637559891s, input_fired_time: 0.1671486050, output_fired_time: 0.0000000000, propagate_forward_time: 11.3482866287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5483207703
validation[          , genome  7049] predictions:    9691/  10000 (96.91%), best:    9679/10000 (96.79%), error:      1056.76880, best error:      1050.10193 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 149.2855987549s, input_fired_time: 1.6093782187, output_fired_time: 1.0806591511, propagate_forward_time: 55.0481147766, propagate_backward_time: 83.6967849731, weight_update_time: 0.1479610652, other_time: 7.8506698608
epoch time: 12.9302930832s, input_fired_time: 0.1668826342, output_fired_time: 0.0000000000, propagate_forward_time: 11.1623506546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6010599136
validation[          , genome  7049] predictions:    9657/  10000 (96.57%), best:    9679/10000 (96.79%), error:      1107.03943, best error:      1050.10193 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 149.2142791748s, input_fired_time: 1.6031314135, output_fired_time: 1.0576815605, propagate_forward_time: 55.0503692627, propagate_backward_time: 83.6668777466, weight_update_time: 0.1398511678, other_time: 7.8362197876
epoch time: 12.6595649719s, input_fired_time: 0.1781083792, output_fired_time: 0.0000000000, propagate_forward_time: 10.9907932281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4906635284
validation[          , genome  7049] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       965.25848, best error:       965.25848 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 149.1732635498s, input_fired_time: 1.5786446333, output_fired_time: 1.0448409319, propagate_forward_time: 55.0604057312, propagate_backward_time: 83.5416259766, weight_update_time: 0.1400543004, other_time: 7.9477386475
epoch time: 12.8589620590s, input_fired_time: 0.1667275727, output_fired_time: 0.0000000000, propagate_forward_time: 11.1267242432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5655097961
validation[          , genome  7049] predictions:    9652/  10000 (96.52%), best:    9721/10000 (97.21%), error:      1198.14905, best error:       965.25848 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 149.2131500244s, input_fired_time: 1.5711704493, output_fired_time: 1.0849658251, propagate_forward_time: 55.1458816528, propagate_backward_time: 83.6428756714, weight_update_time: 0.1398513764, other_time: 7.7682647705
epoch time: 12.7837448120s, input_fired_time: 0.1709830463, output_fired_time: 0.0000000000, propagate_forward_time: 11.0988407135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5139207840
validation[          , genome  7049] predictions:    9615/  10000 (96.15%), best:    9721/10000 (97.21%), error:      1204.95349, best error:       965.25848 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 149.4134216309s, input_fired_time: 1.5758913755, output_fired_time: 1.0372917652, propagate_forward_time: 55.0622215271, propagate_backward_time: 83.8955459595, weight_update_time: 0.1394357383, other_time: 7.8424606323
epoch time: 12.7296590805s, input_fired_time: 0.1704534739, output_fired_time: 0.0000000000, propagate_forward_time: 11.0454854965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5137205124
validation[          , genome  7049] predictions:    9652/  10000 (96.52%), best:    9721/10000 (97.21%), error:      1095.41016, best error:       965.25848 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 154.8054504395s, input_fired_time: 1.6295659542, output_fired_time: 1.1041480303, propagate_forward_time: 57.1387825012, propagate_backward_time: 86.8268432617, weight_update_time: 0.1513068825, other_time: 8.1061248779
epoch time: 12.5265417099s, input_fired_time: 0.1642164290, output_fired_time: 0.0000000000, propagate_forward_time: 10.8488512039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5134744644
validation[          , genome  7049] predictions:    9689/  10000 (96.89%), best:    9721/10000 (97.21%), error:      1065.62610, best error:       965.25848 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 149.1916656494s, input_fired_time: 1.5734825134, output_fired_time: 1.0668913126, propagate_forward_time: 55.1948318481, propagate_backward_time: 83.5226440430, weight_update_time: 0.1432462782, other_time: 7.8338088989
epoch time: 12.7139348984s, input_fired_time: 0.1669195145, output_fired_time: 0.0000000000, propagate_forward_time: 11.0489149094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4981002808
validation[          , genome  7049] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       954.95599, best error:       954.95599 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 149.2379455566s, input_fired_time: 1.6132402420, output_fired_time: 1.0423090458, propagate_forward_time: 55.0227890015, propagate_backward_time: 83.7187652588, weight_update_time: 0.1399330348, other_time: 7.8408432007
epoch time: 12.7193136215s, input_fired_time: 0.1673060507, output_fired_time: 0.0000000000, propagate_forward_time: 11.0317745209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5202331543
validation[          , genome  7049] predictions:    9672/  10000 (96.72%), best:    9726/10000 (97.26%), error:      1083.05249, best error:       954.95599 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 149.3438110352s, input_fired_time: 1.6649249792, output_fired_time: 1.0521266460, propagate_forward_time: 55.0288047791, propagate_backward_time: 83.4928665161, weight_update_time: 0.1402422041, other_time: 8.1050796509
epoch time: 12.6072406769s, input_fired_time: 0.1673481613, output_fired_time: 0.0000000000, propagate_forward_time: 10.9421176910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4977750778
validation[          , genome  7049] predictions:    9725/  10000 (97.25%), best:    9726/10000 (97.26%), error:       982.08716, best error:       954.95599 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 149.0532531738s, input_fired_time: 1.6156768799, output_fired_time: 1.0685683489, propagate_forward_time: 55.0329856873, propagate_backward_time: 83.5220260620, weight_update_time: 0.1424329877, other_time: 7.8139877319
epoch time: 12.9010801315s, input_fired_time: 0.1770003587, output_fired_time: 0.0000000000, propagate_forward_time: 11.1919965744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5320835114
validation[          , genome  7049] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       940.62738, best error:       940.62738 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 149.3086395264s, input_fired_time: 1.5787441730, output_fired_time: 1.0481994152, propagate_forward_time: 54.9795837402, propagate_backward_time: 83.7482681274, weight_update_time: 0.1401783973, other_time: 7.9538345337
epoch time: 12.5911903381s, input_fired_time: 0.1680381000, output_fired_time: 0.0000000000, propagate_forward_time: 10.9267358780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4964160919
validation[          , genome  7049] predictions:    9706/  10000 (97.06%), best:    9721/10000 (97.21%), error:       976.10480, best error:       940.62738 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 149.1414184570s, input_fired_time: 1.6154110432, output_fired_time: 1.0450235605, propagate_forward_time: 54.7981376648, propagate_backward_time: 83.8846893311, weight_update_time: 0.1399885118, other_time: 7.7981414795
epoch time: 12.6784362793s, input_fired_time: 0.1687840968, output_fired_time: 0.0000000000, propagate_forward_time: 10.9779052734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5317468643
validation[          , genome  7049] predictions:    9651/  10000 (96.51%), best:    9721/10000 (97.21%), error:      1168.18921, best error:       940.62738 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 149.5165405273s, input_fired_time: 1.5822196007, output_fired_time: 1.0879844427, propagate_forward_time: 55.2903938293, propagate_backward_time: 83.6775817871, weight_update_time: 0.1393069774, other_time: 7.8783721924
epoch time: 12.6294679642s, input_fired_time: 0.1753419340, output_fired_time: 0.0000000000, propagate_forward_time: 10.9631481171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4909782410
validation[          , genome  7049] predictions:    9636/  10000 (96.36%), best:    9721/10000 (97.21%), error:      1227.12158, best error:       940.62738 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 149.4447937012s, input_fired_time: 1.6206145287, output_fired_time: 1.0913182497, propagate_forward_time: 55.0593948364, propagate_backward_time: 83.8340759277, weight_update_time: 0.1398247778, other_time: 7.8393783569
epoch time: 12.6302471161s, input_fired_time: 0.1691452563, output_fired_time: 0.0000000000, propagate_forward_time: 10.9560718536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5050296783
validation[          , genome  7049] predictions:    9725/  10000 (97.25%), best:    9721/10000 (97.21%), error:       942.18213, best error:       940.62738 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 149.4709930420s, input_fired_time: 1.6410725117, output_fired_time: 1.0502563715, propagate_forward_time: 55.1027374268, propagate_backward_time: 83.8696746826, weight_update_time: 0.1398400217, other_time: 7.8072509766
epoch time: 12.6431884766s, input_fired_time: 0.1676662564, output_fired_time: 0.0000000000, propagate_forward_time: 10.9752922058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5002298355
validation[          , genome  7049] predictions:    9676/  10000 (96.76%), best:    9721/10000 (97.21%), error:      1005.76300, best error:       940.62738 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 149.6643218994s, input_fired_time: 1.6120980978, output_fired_time: 1.0578557253, propagate_forward_time: 55.3832778931, propagate_backward_time: 83.7277984619, weight_update_time: 0.1395836771, other_time: 7.8832931519
epoch time: 12.8766202927s, input_fired_time: 0.1690428108, output_fired_time: 0.0000000000, propagate_forward_time: 11.1227035522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5848741531
validation[          , genome  7049] predictions:    9703/  10000 (97.03%), best:    9721/10000 (97.21%), error:      1002.23163, best error:       940.62738 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 149.6528625488s, input_fired_time: 1.6053828001, output_fired_time: 1.0735065937, propagate_forward_time: 54.9912185669, propagate_backward_time: 84.1527862549, weight_update_time: 0.1401294172, other_time: 7.8299789429
epoch time: 12.8334579468s, input_fired_time: 0.1911650300, output_fired_time: 0.0000000000, propagate_forward_time: 11.1341867447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5081062317
validation[          , genome  7049] predictions:    9722/  10000 (97.22%), best:    9721/10000 (97.21%), error:       968.03363, best error:       940.62738 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 149.1797485352s, input_fired_time: 1.6062595844, output_fired_time: 1.0448297262, propagate_forward_time: 54.8935852051, propagate_backward_time: 83.7852020264, weight_update_time: 0.1393765211, other_time: 7.8498687744
epoch time: 12.7025613785s, input_fired_time: 0.1686492711, output_fired_time: 0.0000000000, propagate_forward_time: 11.0234870911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5104246140
validation[          , genome  7049] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       912.50409, best error:       912.50409 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 149.6860656738s, input_fired_time: 1.6316702366, output_fired_time: 1.0613816977, propagate_forward_time: 55.1718368530, propagate_backward_time: 83.9314804077, weight_update_time: 0.1398877501, other_time: 7.8896942139
epoch time: 12.8173503876s, input_fired_time: 0.1787911505, output_fired_time: 0.0000000000, propagate_forward_time: 11.1323013306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5062580109
validation[          , genome  7049] predictions:    9721/  10000 (97.21%), best:    9747/10000 (97.47%), error:       925.70941, best error:       912.50409 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 149.5869293213s, input_fired_time: 1.6366900206, output_fired_time: 1.0592932701, propagate_forward_time: 55.4070968628, propagate_backward_time: 83.5970077515, weight_update_time: 0.1396515816, other_time: 7.8868408203
epoch time: 12.7384300232s, input_fired_time: 0.1695752293, output_fired_time: 0.0000000000, propagate_forward_time: 11.0101613998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5586929321
validation[          , genome  7049] predictions:    9733/  10000 (97.33%), best:    9747/10000 (97.47%), error:       919.67822, best error:       912.50409 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 149.3116760254s, input_fired_time: 1.5984638929, output_fired_time: 1.0899949074, propagate_forward_time: 55.1201820374, propagate_backward_time: 83.6587982178, weight_update_time: 0.1469176710, other_time: 7.8442382812
epoch time: 12.8251981735s, input_fired_time: 0.1723124683, output_fired_time: 0.0000000000, propagate_forward_time: 11.1567468643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4961385727
validation[          , genome  7049] predictions:    9689/  10000 (96.89%), best:    9747/10000 (97.47%), error:      1049.38306, best error:       912.50409 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 149.1966857910s, input_fired_time: 1.5867605209, output_fired_time: 1.0508526564, propagate_forward_time: 54.9409980774, propagate_backward_time: 83.7915191650, weight_update_time: 0.1397119313, other_time: 7.8265533447
epoch time: 12.7074928284s, input_fired_time: 0.1690948755, output_fired_time: 0.0000000000, propagate_forward_time: 11.0066194534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5317783356
validation[          , genome  7049] predictions:    9541/  10000 (95.41%), best:    9747/10000 (97.47%), error:      1611.38574, best error:       912.50409 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 148.8761749268s, input_fired_time: 1.6360280514, output_fired_time: 1.0429843664, propagate_forward_time: 55.0645980835, propagate_backward_time: 83.3310852051, weight_update_time: 0.1398151815, other_time: 7.8014755249
epoch time: 12.7904777527s, input_fired_time: 0.1689167917, output_fired_time: 0.0000000000, propagate_forward_time: 11.1107854843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5107755661
validation[          , genome  7049] predictions:    9690/  10000 (96.90%), best:    9747/10000 (97.47%), error:      1054.90784, best error:       912.50409 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 149.2131347656s, input_fired_time: 1.6130983829, output_fired_time: 1.0422562361, propagate_forward_time: 55.0128211975, propagate_backward_time: 83.7094573975, weight_update_time: 0.1390940845, other_time: 7.8355102539
epoch time: 12.6985673904s, input_fired_time: 0.1677611768, output_fired_time: 0.0000000000, propagate_forward_time: 11.0061931610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5246133804
validation[          , genome  7049] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       910.08502, best error:       910.08502 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 149.8551177979s, input_fired_time: 1.6280955076, output_fired_time: 1.0492151976, propagate_forward_time: 55.4137725830, propagate_backward_time: 83.9438629150, weight_update_time: 0.1400619894, other_time: 7.8201751709
epoch time: 12.7896051407s, input_fired_time: 0.1715921462, output_fired_time: 0.0000000000, propagate_forward_time: 11.0598049164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5582084656
validation[          , genome  7049] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       896.70679, best error:       896.70679 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 149.0836029053s, input_fired_time: 1.6088001728, output_fired_time: 1.0390840769, propagate_forward_time: 54.9703483582, propagate_backward_time: 83.6537551880, weight_update_time: 0.1397379935, other_time: 7.8116226196
epoch time: 12.9708528519s, input_fired_time: 0.1762548089, output_fired_time: 0.0000000000, propagate_forward_time: 11.2794809341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5151166916
validation[          , genome  7049] predictions:    9694/  10000 (96.94%), best:    9735/10000 (97.35%), error:      1004.03027, best error:       896.70679 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 149.7571868896s, input_fired_time: 1.6894040108, output_fired_time: 1.0659414530, propagate_forward_time: 55.1814498901, propagate_backward_time: 83.9298019409, weight_update_time: 0.1393638998, other_time: 7.8905792236
epoch time: 12.7840662003s, input_fired_time: 0.1698813438, output_fired_time: 0.0000000000, propagate_forward_time: 11.0990715027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5151138306
validation[          , genome  7049] predictions:    9709/  10000 (97.09%), best:    9735/10000 (97.35%), error:       983.36108, best error:       896.70679 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 149.8614501953s, input_fired_time: 1.6256396770, output_fired_time: 1.1229228973, propagate_forward_time: 55.0974121094, propagate_backward_time: 84.2429351807, weight_update_time: 0.1402117312, other_time: 7.7725372314
epoch time: 12.5160303116s, input_fired_time: 0.1676776260, output_fired_time: 0.0000000000, propagate_forward_time: 10.8392553329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5090970993
validation[          , genome  7049] predictions:    9705/  10000 (97.05%), best:    9735/10000 (97.35%), error:      1013.39136, best error:       896.70679 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 149.5456390381s, input_fired_time: 1.5946663618, output_fired_time: 1.0564137697, propagate_forward_time: 55.1872062683, propagate_backward_time: 83.8987731934, weight_update_time: 0.1398159713, other_time: 7.8085784912
epoch time: 12.7585020065s, input_fired_time: 0.1719675213, output_fired_time: 0.0000000000, propagate_forward_time: 11.0322294235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5543050766
validation[          , genome  7049] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       878.20636, best error:       878.20636 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 149.2559661865s, input_fired_time: 1.6005259752, output_fired_time: 1.0422135592, propagate_forward_time: 55.2430343628, propagate_backward_time: 83.5799102783, weight_update_time: 0.1395718157, other_time: 7.7902755737
epoch time: 12.6209363937s, input_fired_time: 0.1711952835, output_fired_time: 0.0000000000, propagate_forward_time: 10.9510698318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4986715317
validation[          , genome  7049] predictions:    9719/  10000 (97.19%), best:    9749/10000 (97.49%), error:       986.72614, best error:       878.20636 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 149.6803741455s, input_fired_time: 1.6305055618, output_fired_time: 1.0544661283, propagate_forward_time: 55.1301574707, propagate_backward_time: 83.9126281738, weight_update_time: 0.1400172114, other_time: 7.9526214600
epoch time: 12.8008642197s, input_fired_time: 0.1997956932, output_fired_time: 0.0000000000, propagate_forward_time: 11.1059875488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4950809479
validation[          , genome  7049] predictions:    9709/  10000 (97.09%), best:    9749/10000 (97.49%), error:      1005.50385, best error:       878.20636 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 149.4100341797s, input_fired_time: 1.6103589535, output_fired_time: 1.0721474886, propagate_forward_time: 55.4064254761, propagate_backward_time: 83.4616851807, weight_update_time: 0.1396022439, other_time: 7.8594284058
epoch time: 12.6794166565s, input_fired_time: 0.1714662910, output_fired_time: 0.0000000000, propagate_forward_time: 11.0057125092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5022382736
validation[          , genome  7049] predictions:    9698/  10000 (96.98%), best:    9749/10000 (97.49%), error:       975.75653, best error:       878.20636 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 149.0282287598s, input_fired_time: 1.6037042141, output_fired_time: 1.0595833063, propagate_forward_time: 54.9345550537, propagate_backward_time: 83.4125747681, weight_update_time: 0.2508703470, other_time: 8.0178146362
epoch time: 12.6707687378s, input_fired_time: 0.1729229242, output_fired_time: 0.0000000000, propagate_forward_time: 10.9976224899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5002231598
validation[          , genome  7049] predictions:    9741/  10000 (97.41%), best:    9749/10000 (97.49%), error:       896.95605, best error:       878.20636 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 149.1147460938s, input_fired_time: 1.5972245932, output_fired_time: 1.0472913980, propagate_forward_time: 55.1523208618, propagate_backward_time: 83.5133819580, weight_update_time: 0.1400445104, other_time: 7.8045272827
epoch time: 12.8325281143s, input_fired_time: 0.2062207609, output_fired_time: 0.0000000000, propagate_forward_time: 11.1184158325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5078916550
validation[          , genome  7049] predictions:    9647/  10000 (96.47%), best:    9749/10000 (97.49%), error:      1162.92725, best error:       878.20636 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 149.5389556885s, input_fired_time: 1.6537381411, output_fired_time: 1.0741360188, propagate_forward_time: 55.1442527771, propagate_backward_time: 83.8464508057, weight_update_time: 0.1602555662, other_time: 7.8203735352
epoch time: 12.7584695816s, input_fired_time: 0.1719037145, output_fired_time: 0.0000000000, propagate_forward_time: 11.0914392471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4951267242
validation[          , genome  7049] predictions:    9745/  10000 (97.45%), best:    9749/10000 (97.49%), error:       905.14362, best error:       878.20636 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 149.8204193115s, input_fired_time: 1.6251201630, output_fired_time: 1.0574903488, propagate_forward_time: 55.2645378113, propagate_backward_time: 84.0953598022, weight_update_time: 0.1400967836, other_time: 7.7779006958
epoch time: 12.7379150391s, input_fired_time: 0.1718765497, output_fired_time: 0.0000000000, propagate_forward_time: 11.0674209595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4986171722
validation[          , genome  7049] predictions:    9738/  10000 (97.38%), best:    9749/10000 (97.49%), error:       918.25793, best error:       878.20636 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 149.4818267822s, input_fired_time: 1.6025913954, output_fired_time: 1.0582636595, propagate_forward_time: 55.0414123535, propagate_backward_time: 83.8818817139, weight_update_time: 0.1534887105, other_time: 7.8976898193
epoch time: 12.8323831558s, input_fired_time: 0.1754480600, output_fired_time: 0.0000000000, propagate_forward_time: 11.1582632065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4986715317
validation[          , genome  7049] predictions:    9742/  10000 (97.42%), best:    9749/10000 (97.49%), error:       905.09265, best error:       878.20636 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 149.2478485107s, input_fired_time: 1.6374377012, output_fired_time: 1.0949094296, propagate_forward_time: 55.0762596130, propagate_backward_time: 83.4880981445, weight_update_time: 0.1387774348, other_time: 7.9511413574
epoch time: 12.7335491180s, input_fired_time: 0.1716511697, output_fired_time: 0.0000000000, propagate_forward_time: 11.0501413345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5117568970
validation[          , genome  7049] predictions:    9707/  10000 (97.07%), best:    9749/10000 (97.49%), error:       972.39093, best error:       878.20636 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 149.8684692383s, input_fired_time: 1.6654253006, output_fired_time: 1.1094230413, propagate_forward_time: 55.3505516052, propagate_backward_time: 83.9265823364, weight_update_time: 0.1478014737, other_time: 7.8164901733
epoch time: 12.7502288818s, input_fired_time: 0.1709931046, output_fired_time: 0.0000000000, propagate_forward_time: 11.0574207306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5218153000
validation[          , genome  7049] predictions:    9626/  10000 (96.26%), best:    9749/10000 (97.49%), error:      1229.99902, best error:       878.20636 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 149.7960815430s, input_fired_time: 1.6048166752, output_fired_time: 1.0529994965, propagate_forward_time: 55.2638549805, propagate_backward_time: 84.0890579224, weight_update_time: 0.1398055106, other_time: 7.7853622437
epoch time: 12.8275651932s, input_fired_time: 0.1722142100, output_fired_time: 0.0000000000, propagate_forward_time: 11.1178464890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5375041962
validation[          , genome  7049] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       843.08862, best error:       843.08862 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 149.8529510498s, input_fired_time: 1.6236417294, output_fired_time: 1.0505065918, propagate_forward_time: 55.2132759094, propagate_backward_time: 84.1000061035, weight_update_time: 0.1404377520, other_time: 7.8655242920
epoch time: 13.1662521362s, input_fired_time: 0.1751583666, output_fired_time: 0.0000000000, propagate_forward_time: 11.4259405136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5651531219
validation[          , genome  7049] predictions:    9650/  10000 (96.50%), best:    9760/10000 (97.60%), error:      1142.60535, best error:       843.08862 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 149.6687469482s, input_fired_time: 1.5992915630, output_fired_time: 1.0442572832, propagate_forward_time: 55.1686096191, propagate_backward_time: 84.0893859863, weight_update_time: 0.1392211169, other_time: 7.7672119141
epoch time: 12.8117885590s, input_fired_time: 0.1729183644, output_fired_time: 0.0000000000, propagate_forward_time: 11.1491584778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4897117615
validation[          , genome  7049] predictions:    9682/  10000 (96.82%), best:    9760/10000 (97.60%), error:      1074.76050, best error:       843.08862 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 149.8538665771s, input_fired_time: 1.6384910345, output_fired_time: 1.0508909225, propagate_forward_time: 55.6931266785, propagate_backward_time: 83.6939163208, weight_update_time: 0.1400139183, other_time: 7.7774429321
epoch time: 12.6073799133s, input_fired_time: 0.1784392595, output_fired_time: 0.0000000000, propagate_forward_time: 10.9289569855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4999837875
validation[          , genome  7049] predictions:    9727/  10000 (97.27%), best:    9760/10000 (97.60%), error:      1011.62311, best error:       843.08862 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 149.2866973877s, input_fired_time: 1.6031568050, output_fired_time: 1.0836480856, propagate_forward_time: 54.9592247009, propagate_backward_time: 83.8332138062, weight_update_time: 0.1476030201, other_time: 7.8074569702
epoch time: 12.7160215378s, input_fired_time: 0.1730010211, output_fired_time: 0.0000000000, propagate_forward_time: 11.0077495575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5352706909
validation[          , genome  7049] predictions:    9666/  10000 (96.66%), best:    9760/10000 (97.60%), error:      1079.27039, best error:       843.08862 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 150.0822601318s, input_fired_time: 1.6182726622, output_fired_time: 1.1111830473, propagate_forward_time: 55.5248489380, propagate_backward_time: 83.9484405518, weight_update_time: 0.1396022439, other_time: 7.8795242310
epoch time: 12.8453292847s, input_fired_time: 0.1760270745, output_fired_time: 0.0000000000, propagate_forward_time: 11.1602382660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5090637207
validation[          , genome  7049] predictions:    9716/  10000 (97.16%), best:    9760/10000 (97.60%), error:      1007.80646, best error:       843.08862 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 149.4248657227s, input_fired_time: 1.6064183712, output_fired_time: 1.0550881624, propagate_forward_time: 55.5142555237, propagate_backward_time: 83.4499816895, weight_update_time: 0.1401698589, other_time: 7.7991333008
epoch time: 12.9971761703s, input_fired_time: 0.1761921495, output_fired_time: 0.0000000000, propagate_forward_time: 11.2923822403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5286016464
validation[          , genome  7049] predictions:    9591/  10000 (95.91%), best:    9760/10000 (97.60%), error:      1313.02502, best error:       843.08862 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 149.4965362549s, input_fired_time: 1.6193310022, output_fired_time: 1.0669288635, propagate_forward_time: 55.7534904480, propagate_backward_time: 83.2063674927, weight_update_time: 0.1393080503, other_time: 7.8504257202
epoch time: 12.7173156738s, input_fired_time: 0.1713456362, output_fired_time: 0.0000000000, propagate_forward_time: 11.0361318588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5098381042
validation[          , genome  7049] predictions:    9744/  10000 (97.44%), best:    9760/10000 (97.60%), error:       908.02911, best error:       843.08862 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 149.8531494141s, input_fired_time: 1.6616859436, output_fired_time: 1.0910483599, propagate_forward_time: 55.0735015869, propagate_backward_time: 84.1110534668, weight_update_time: 0.1399143040, other_time: 7.9158630371
epoch time: 12.8101949692s, input_fired_time: 0.1816803515, output_fired_time: 0.0000000000, propagate_forward_time: 11.1168613434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5116529465
validation[          , genome  7049] predictions:    9742/  10000 (97.42%), best:    9760/10000 (97.60%), error:       901.19934, best error:       843.08862 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 149.9919738770s, input_fired_time: 1.6282246113, output_fired_time: 1.0650221109, propagate_forward_time: 55.1296081543, propagate_backward_time: 84.2766571045, weight_update_time: 0.1387878805, other_time: 7.8924713135
epoch time: 12.7525682449s, input_fired_time: 0.1791505069, output_fired_time: 0.0000000000, propagate_forward_time: 11.0789051056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4945125580
validation[          , genome  7049] predictions:    9702/  10000 (97.02%), best:    9760/10000 (97.60%), error:       958.18768, best error:       843.08862 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 149.4762268066s, input_fired_time: 1.6167800426, output_fired_time: 1.0444810390, propagate_forward_time: 54.9826354980, propagate_backward_time: 84.0347061157, weight_update_time: 0.1392100900, other_time: 7.7976303101
epoch time: 12.7049264908s, input_fired_time: 0.1812690198, output_fired_time: 0.0000000000, propagate_forward_time: 11.0123806000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5112771988
validation[          , genome  7049] predictions:    9689/  10000 (96.89%), best:    9760/10000 (97.60%), error:       998.79303, best error:       843.08862 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 150.1970977783s, input_fired_time: 1.6101603508, output_fired_time: 1.0729075670, propagate_forward_time: 55.2709274292, propagate_backward_time: 84.2795028687, weight_update_time: 0.1398070455, other_time: 7.9636077881
epoch time: 12.8843050003s, input_fired_time: 0.1832630336, output_fired_time: 0.0000000000, propagate_forward_time: 11.2036209106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4974212646
validation[          , genome  7049] predictions:    9695/  10000 (96.95%), best:    9760/10000 (97.60%), error:       960.35687, best error:       843.08862 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 149.5284729004s, input_fired_time: 1.6103233099, output_fired_time: 1.0936114788, propagate_forward_time: 55.3353767395, propagate_backward_time: 83.6968002319, weight_update_time: 0.1388155669, other_time: 7.7923660278
epoch time: 12.9943370819s, input_fired_time: 0.1752708107, output_fired_time: 0.0000000000, propagate_forward_time: 11.2828931808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5361728668
validation[          , genome  7049] predictions:    9724/  10000 (97.24%), best:    9760/10000 (97.60%), error:       929.61975, best error:       843.08862 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 149.6294860840s, input_fired_time: 1.6209216118, output_fired_time: 1.0410000086, propagate_forward_time: 55.0184478760, propagate_backward_time: 84.1142501831, weight_update_time: 0.1451281309, other_time: 7.8348617554
epoch time: 12.6931152344s, input_fired_time: 0.1734900922, output_fired_time: 0.0000000000, propagate_forward_time: 11.0095243454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5101003647
validation[          , genome  7049] predictions:    9718/  10000 (97.18%), best:    9760/10000 (97.60%), error:       971.88788, best error:       843.08862 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 150.5565795898s, input_fired_time: 1.6631808281, output_fired_time: 1.1024465561, propagate_forward_time: 55.4397239685, propagate_backward_time: 84.5070495605, weight_update_time: 0.1393956393, other_time: 7.8441772461
epoch time: 12.7235546112s, input_fired_time: 0.2016254216, output_fired_time: 0.0000000000, propagate_forward_time: 11.0095462799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5123825073
validation[          , genome  7049] predictions:    9720/  10000 (97.20%), best:    9760/10000 (97.60%), error:       933.37122, best error:       843.08862 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 149.2898406982s, input_fired_time: 1.6185688972, output_fired_time: 1.0693783760, propagate_forward_time: 55.2823715210, propagate_backward_time: 83.5212936401, weight_update_time: 0.1427415013, other_time: 7.7982177734
epoch time: 12.7480745316s, input_fired_time: 0.1752957851, output_fired_time: 0.0000000000, propagate_forward_time: 11.0375585556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5352201462
validation[          , genome  7049] predictions:    9741/  10000 (97.41%), best:    9760/10000 (97.60%), error:       864.73212, best error:       843.08862 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 148.9039611816s, input_fired_time: 1.6463477612, output_fired_time: 1.0409240723, propagate_forward_time: 54.9631156921, propagate_backward_time: 83.4555587769, weight_update_time: 0.1393507123, other_time: 7.7980117798
epoch time: 12.8865375519s, input_fired_time: 0.1757611185, output_fired_time: 0.0000000000, propagate_forward_time: 11.1963806152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5143957138
validation[          , genome  7049] predictions:    9746/  10000 (97.46%), best:    9760/10000 (97.60%), error:       866.49628, best error:       843.08862 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 149.7899169922s, input_fired_time: 1.6308239698, output_fired_time: 1.0457918644, propagate_forward_time: 55.1448936462, propagate_backward_time: 84.1314849854, weight_update_time: 0.1395180374, other_time: 7.8369140625
epoch time: 12.7083702087s, input_fired_time: 0.1737126708, output_fired_time: 0.0000000000, propagate_forward_time: 10.9977455139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5369119644
validation[          , genome  7049] predictions:    9729/  10000 (97.29%), best:    9760/10000 (97.60%), error:       944.23108, best error:       843.08862 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 149.5016479492s, input_fired_time: 1.6315013170, output_fired_time: 1.0520893335, propagate_forward_time: 55.2195167542, propagate_backward_time: 83.7717514038, weight_update_time: 0.1477805823, other_time: 7.8267898560
epoch time: 12.7026758194s, input_fired_time: 0.1761654466, output_fired_time: 0.0000000000, propagate_forward_time: 11.0023231506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5241870880
validation[          , genome  7049] predictions:    9714/  10000 (97.14%), best:    9760/10000 (97.60%), error:       963.14429, best error:       843.08862 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 149.6666107178s, input_fired_time: 1.6214599609, output_fired_time: 1.0634853840, propagate_forward_time: 54.8967094421, propagate_backward_time: 84.1966400146, weight_update_time: 0.1389382333, other_time: 7.8883056641
epoch time: 12.6601228714s, input_fired_time: 0.1758519411, output_fired_time: 0.0000000000, propagate_forward_time: 10.9422416687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5420293808
validation[          , genome  7049] predictions:    9748/  10000 (97.48%), best:    9760/10000 (97.60%), error:       853.15753, best error:       843.08862 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 149.7195739746s, input_fired_time: 1.6700205803, output_fired_time: 1.0430632830, propagate_forward_time: 55.3924522400, propagate_backward_time: 83.8025436401, weight_update_time: 0.1391867846, other_time: 7.8115005493
epoch time: 12.7101936340s, input_fired_time: 0.1739271134, output_fired_time: 0.0000000000, propagate_forward_time: 11.0194368362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5168294907
validation[          , genome  7049] predictions:    9705/  10000 (97.05%), best:    9760/10000 (97.60%), error:       970.93542, best error:       843.08862 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 149.6641998291s, input_fired_time: 1.6336336136, output_fired_time: 1.1425544024, propagate_forward_time: 55.3643455505, propagate_backward_time: 83.7161712646, weight_update_time: 0.1436681002, other_time: 7.8074951172
epoch time: 12.7428131104s, input_fired_time: 0.1785569787, output_fired_time: 0.0000000000, propagate_forward_time: 11.0307912827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5334644318
validation[          , genome  7049] predictions:    9698/  10000 (96.98%), best:    9760/10000 (97.60%), error:      1018.94403, best error:       843.08862 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 149.5166778564s, input_fired_time: 1.6284761429, output_fired_time: 1.0655571222, propagate_forward_time: 55.0768508911, propagate_backward_time: 83.7954711914, weight_update_time: 0.1391789317, other_time: 7.9503250122
epoch time: 12.9630489349s, input_fired_time: 0.1750587225, output_fired_time: 0.0000000000, propagate_forward_time: 11.2681951523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5197954178
validation[          , genome  7049] predictions:    9644/  10000 (96.44%), best:    9760/10000 (97.60%), error:      1179.96179, best error:       843.08862 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 149.7723693848s, input_fired_time: 1.6291910410, output_fired_time: 1.0554559231, propagate_forward_time: 55.3631629944, propagate_backward_time: 83.8701019287, weight_update_time: 0.1390879601, other_time: 7.8544616699
epoch time: 12.7223749161s, input_fired_time: 0.1757159084, output_fired_time: 0.0000000000, propagate_forward_time: 11.0581312180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4885282516
validation[          , genome  7049] predictions:    9706/  10000 (97.06%), best:    9760/10000 (97.60%), error:      1016.00830, best error:       843.08862 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 148.8300476074s, input_fired_time: 1.6340295076, output_fired_time: 1.0600537062, propagate_forward_time: 55.1284942627, propagate_backward_time: 83.1800613403, weight_update_time: 0.1394720376, other_time: 7.8274002075
epoch time: 12.9252510071s, input_fired_time: 0.1779744029, output_fired_time: 0.0000000000, propagate_forward_time: 11.1697502136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5775260925
validation[          , genome  7049] predictions:    9678/  10000 (96.78%), best:    9760/10000 (97.60%), error:      1059.50403, best error:       843.08862 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 149.7767791748s, input_fired_time: 1.6183481216, output_fired_time: 1.0439927578, propagate_forward_time: 55.2538337708, propagate_backward_time: 84.0497970581, weight_update_time: 0.1398850828, other_time: 7.8108139038
epoch time: 12.6167211533s, input_fired_time: 0.1768883765, output_fired_time: 0.0000000000, propagate_forward_time: 10.9450397491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4947929382
validation[          , genome  7049] predictions:    9725/  10000 (97.25%), best:    9760/10000 (97.60%), error:       949.14642, best error:       843.08862 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 151.2811279297s, input_fired_time: 1.7120877504, output_fired_time: 1.0771870613, propagate_forward_time: 55.7961921692, propagate_backward_time: 84.6710357666, weight_update_time: 0.1513701528, other_time: 8.0246276855
epoch time: 12.6698055267s, input_fired_time: 0.1763685942, output_fired_time: 0.0000000000, propagate_forward_time: 10.9950666428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4983701706
validation[          , genome  7049] predictions:    9706/  10000 (97.06%), best:    9760/10000 (97.60%), error:       950.65851, best error:       843.08862 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 149.4233245850s, input_fired_time: 1.6408069134, output_fired_time: 1.0502949953, propagate_forward_time: 55.1141777039, propagate_backward_time: 83.8375930786, weight_update_time: 0.1398594677, other_time: 7.7804489136
epoch time: 12.7444553375s, input_fired_time: 0.1743009239, output_fired_time: 0.0000000000, propagate_forward_time: 11.0713777542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4987764359
validation[          , genome  7049] predictions:    9673/  10000 (96.73%), best:    9760/10000 (97.60%), error:      1062.05579, best error:       843.08862 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 149.1440582275s, input_fired_time: 1.6200717688, output_fired_time: 1.0590549707, propagate_forward_time: 55.2170677185, propagate_backward_time: 83.5098495483, weight_update_time: 0.1398633122, other_time: 7.7380142212
epoch time: 12.7817211151s, input_fired_time: 0.1783869714, output_fired_time: 0.0000000000, propagate_forward_time: 11.1054534912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4978809357
validation[          , genome  7049] predictions:    9701/  10000 (97.01%), best:    9760/10000 (97.60%), error:       982.66431, best error:       843.08862 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 149.3825225830s, input_fired_time: 1.6423764229, output_fired_time: 1.0942710638, propagate_forward_time: 54.9768371582, propagate_backward_time: 83.8594894409, weight_update_time: 0.1392947286, other_time: 7.8095474243
epoch time: 12.7489662170s, input_fired_time: 0.1774868816, output_fired_time: 0.0000000000, propagate_forward_time: 11.0466575623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5248222351
validation[          , genome  7049] predictions:    9737/  10000 (97.37%), best:    9760/10000 (97.60%), error:       887.04138, best error:       843.08862 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 149.3197174072s, input_fired_time: 1.6569380760, output_fired_time: 1.0599292517, propagate_forward_time: 55.0784149170, propagate_backward_time: 83.6342391968, weight_update_time: 0.1394613385, other_time: 7.8901901245
epoch time: 12.9248733521s, input_fired_time: 0.1767206788, output_fired_time: 0.0000000000, propagate_forward_time: 11.1896057129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5585470200
validation[          , genome  7049] predictions:    9708/  10000 (97.08%), best:    9760/10000 (97.60%), error:       939.41711, best error:       843.08862 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 149.2083282471s, input_fired_time: 1.6251603365, output_fired_time: 1.1022850275, propagate_forward_time: 55.0826454163, propagate_backward_time: 83.5912399292, weight_update_time: 0.1391652673, other_time: 7.8069992065
epoch time: 12.7702350616s, input_fired_time: 0.1772772968, output_fired_time: 0.0000000000, propagate_forward_time: 11.0836029053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5093545914
validation[          , genome  7049] predictions:    9741/  10000 (97.41%), best:    9760/10000 (97.60%), error:       914.64282, best error:       843.08862 on epoch:    65, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 149.8780975342s, input_fired_time: 1.6303137541, output_fired_time: 1.0534648895, propagate_forward_time: 55.2212142944, propagate_backward_time: 84.1824417114, weight_update_time: 0.1395708025, other_time: 7.7906646729
epoch time: 12.7496213913s, input_fired_time: 0.1860173196, output_fired_time: 0.0000000000, propagate_forward_time: 11.0603599548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5032444000
validation[          , genome  7049] predictions:    9720/  10000 (97.20%), best:    9760/10000 (97.60%), error:       939.55365, best error:       843.08862 on epoch:    65, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 149.6662139893s, input_fired_time: 1.6614054441, output_fired_time: 1.0886604786, propagate_forward_time: 55.0893783569, propagate_backward_time: 84.0260772705, weight_update_time: 0.1398942322, other_time: 7.8006973267
epoch time: 13.0850925446s, input_fired_time: 0.1858728230, output_fired_time: 0.0000000000, propagate_forward_time: 11.3487033844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5505161285
validation[          , genome  7049] predictions:    9738/  10000 (97.38%), best:    9760/10000 (97.60%), error:       908.00653, best error:       843.08862 on epoch:    65, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 149.9599914551s, input_fired_time: 1.6832147837, output_fired_time: 1.0591034889, propagate_forward_time: 55.3977928162, propagate_backward_time: 83.9914245605, weight_update_time: 0.1396786720, other_time: 7.8284606934
epoch time: 12.8417835236s, input_fired_time: 0.2020409554, output_fired_time: 0.0000000000, propagate_forward_time: 11.1087369919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5310058594
validation[          , genome  7049] predictions:    9697/  10000 (96.97%), best:    9760/10000 (97.60%), error:       988.37286, best error:       843.08862 on epoch:    65, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 149.2442779541s, input_fired_time: 1.6202555895, output_fired_time: 1.0680007935, propagate_forward_time: 55.1345520020, propagate_backward_time: 83.6736450195, weight_update_time: 0.1388909817, other_time: 7.7478332520
epoch time: 12.7450809479s, input_fired_time: 0.1772680581, output_fired_time: 0.0000000000, propagate_forward_time: 11.0584058762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5094070435
validation[          , genome  7049] predictions:    9700/  10000 (97.00%), best:    9760/10000 (97.60%), error:      1025.85364, best error:       843.08862 on epoch:    65, 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: 64.0721130371s, input_fired_time: 0.8991299272, output_fired_time: 0.0000000000, propagate_forward_time: 55.4554252625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.7175559998
best training[          , genome  7049] predictions:   49449/  50000 (98.90%), best:    9760/10000 (97.60%), error:      2122.93335, best error:       843.08862 on epoch:    65, 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: 13.6308345795s, input_fired_time: 0.1752493978, output_fired_time: 0.0000000000, propagate_forward_time: 11.2794961929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1760892868
   testing[          , genome  7049] predictions:    9775/  10000 (97.75%), best:    9760/10000 (97.60%), error:       800.44025, best error:       843.08862 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:31:10 (11873): called boinc_finish(0)

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