Nameexact_genome_1512568488_44_6941_1
Workunit2605989
Created7 Dec 2017, 22:50:42 UTC
Sent7 Dec 2017, 22:57:50 UTC
Report deadline17 Dec 2017, 6:16:20 UTC
Received9 Dec 2017, 6:03:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time4 hours 37 min 4 sec
CPU time4 hours 36 min 36 sec
Validate stateValid
Credit2,326.13
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.48 MB
Peak swap size159.29 MB
Peak disk usage1.83 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000 (97.00%), best:    9700/10000 (97.00%), error:       943.28143, best error:       943.28143 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 151.9103698730s, input_fired_time: 2.1781539917, output_fired_time: 1.9983059168, propagate_forward_time: 56.7465515137, propagate_backward_time: 87.0264663696, weight_update_time: 0.1710523516, other_time: 3.9608840942
epoch time: 12.3228473663s, input_fired_time: 0.2724080384, output_fired_time: 0.0000000000, propagate_forward_time: 11.3609781265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6894607544
validation[          , genome  6941] predictions:    9668/  10000 (96.68%), best:    9700/10000 (97.00%), error:      1102.69336, best error:       943.28143 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 152.0292816162s, input_fired_time: 2.1760163307, output_fired_time: 1.9894596338, propagate_forward_time: 56.7807960510, propagate_backward_time: 87.1627349854, weight_update_time: 0.1710789651, other_time: 3.9202880859
epoch time: 12.4816875458s, input_fired_time: 0.2792898417, output_fired_time: 0.0000000000, propagate_forward_time: 11.4889230728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7134742737
validation[          , genome  6941] predictions:    9632/  10000 (96.32%), best:    9700/10000 (97.00%), error:      1205.58569, best error:       943.28143 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 151.7676086426s, input_fired_time: 2.1738607883, output_fired_time: 1.9957662821, propagate_forward_time: 56.6685905457, propagate_backward_time: 86.9819793701, weight_update_time: 0.1706448048, other_time: 3.9474029541
epoch time: 12.4238557816s, input_fired_time: 0.2862145603, output_fired_time: 0.0000000000, propagate_forward_time: 11.4293642044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7082767487
validation[          , genome  6941] predictions:    9684/  10000 (96.84%), best:    9700/10000 (97.00%), error:      1051.86450, best error:       943.28143 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 150.7332763672s, input_fired_time: 2.1560578346, output_fired_time: 1.9723967314, propagate_forward_time: 56.2941055298, propagate_backward_time: 86.4413299561, weight_update_time: 0.1688297689, other_time: 3.8693923950
epoch time: 12.3250589371s, input_fired_time: 0.2761405110, output_fired_time: 0.0000000000, propagate_forward_time: 11.3389272690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7099914551
validation[          , genome  6941] predictions:    9679/  10000 (96.79%), best:    9700/10000 (97.00%), error:      1028.51099, best error:       943.28143 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 151.6400604248s, input_fired_time: 2.1798129082, output_fired_time: 1.9884364605, propagate_forward_time: 56.6208152771, propagate_backward_time: 86.9076080322, weight_update_time: 0.1715336293, other_time: 3.9433898926
epoch time: 12.4002180099s, input_fired_time: 0.2798879147, output_fired_time: 0.0000000000, propagate_forward_time: 11.3970355988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7232942581
validation[          , genome  6941] predictions:    9729/  10000 (97.29%), best:    9700/10000 (97.00%), error:       966.97308, best error:       943.28143 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 152.1062316895s, input_fired_time: 2.1925406456, output_fired_time: 2.0039145947, propagate_forward_time: 56.7841377258, propagate_backward_time: 87.1716232300, weight_update_time: 0.1721526235, other_time: 3.9540176392
epoch time: 12.2846546173s, input_fired_time: 0.2779418230, output_fired_time: 0.0000000000, propagate_forward_time: 11.3072490692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6994638443
validation[          , genome  6941] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       920.90704, best error:       920.90704 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 151.2090301514s, input_fired_time: 2.1629858017, output_fired_time: 1.9750945568, propagate_forward_time: 56.4345207214, propagate_backward_time: 86.7551574707, weight_update_time: 0.1688907295, other_time: 3.8812713623
epoch time: 12.3305034637s, input_fired_time: 0.2732841372, output_fired_time: 0.0000000000, propagate_forward_time: 11.3778734207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6793460846
validation[          , genome  6941] predictions:    9697/  10000 (96.97%), best:    9722/10000 (97.22%), error:       996.98438, best error:       920.90704 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 151.5901336670s, input_fired_time: 2.1761553288, output_fired_time: 1.9881157875, propagate_forward_time: 56.4918136597, propagate_backward_time: 87.0507659912, weight_update_time: 0.1692536622, other_time: 3.8832778931
epoch time: 12.3157501221s, input_fired_time: 0.2689172924, output_fired_time: 0.0000000000, propagate_forward_time: 11.3651094437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6817235947
validation[          , genome  6941] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       880.02539, best error:       880.02539 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 151.9028015137s, input_fired_time: 2.1816079617, output_fired_time: 1.9954676628, propagate_forward_time: 56.6590080261, propagate_backward_time: 87.1053161621, weight_update_time: 0.1723185182, other_time: 3.9613952637
epoch time: 12.4521245956s, input_fired_time: 0.2812836468, output_fired_time: 0.0000000000, propagate_forward_time: 11.4572801590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7135610580
validation[          , genome  6941] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       803.88727, best error:       803.88727 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 151.6976470947s, input_fired_time: 2.1835248470, output_fired_time: 1.9884685278, propagate_forward_time: 56.6269989014, propagate_backward_time: 86.9809188843, weight_update_time: 0.1692070961, other_time: 3.9177474976
epoch time: 12.3905887604s, input_fired_time: 0.2817879617, output_fired_time: 0.0000000000, propagate_forward_time: 11.4104061127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6983947754
validation[          , genome  6941] predictions:    9718/  10000 (97.18%), best:    9756/10000 (97.56%), error:       884.35553, best error:       803.88727 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 151.8352508545s, input_fired_time: 2.1840445995, output_fired_time: 1.9919029474, propagate_forward_time: 56.7982788086, propagate_backward_time: 86.9556655884, weight_update_time: 0.1697339267, other_time: 3.9053573608
epoch time: 12.2508468628s, input_fired_time: 0.2748206556, output_fired_time: 0.0000000000, propagate_forward_time: 11.2753429413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7006835938
validation[          , genome  6941] predictions:    9689/  10000 (96.89%), best:    9756/10000 (97.56%), error:      1001.34277, best error:       803.88727 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 151.7666625977s, input_fired_time: 2.1733322144, output_fired_time: 1.9863636494, propagate_forward_time: 56.7887916565, propagate_backward_time: 86.9272689819, weight_update_time: 0.1698814183, other_time: 3.8909072876
epoch time: 12.0593433380s, input_fired_time: 0.2768906355, output_fired_time: 0.0000000000, propagate_forward_time: 11.0852851868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6971673965
validation[          , genome  6941] predictions:    9700/  10000 (97.00%), best:    9756/10000 (97.56%), error:      1015.87927, best error:       803.88727 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 150.1606597900s, input_fired_time: 2.1671221256, output_fired_time: 1.9572573900, propagate_forward_time: 56.0239486694, propagate_backward_time: 86.1467361450, weight_update_time: 0.1680474728, other_time: 3.8655853271
epoch time: 12.3489465714s, input_fired_time: 0.2757125795, output_fired_time: 0.0000000000, propagate_forward_time: 11.3868541718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6863794327
validation[          , genome  6941] predictions:    9645/  10000 (96.45%), best:    9756/10000 (97.56%), error:      1119.25354, best error:       803.88727 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 151.7110595703s, input_fired_time: 2.1954367161, output_fired_time: 1.9884787798, propagate_forward_time: 56.6834754944, propagate_backward_time: 86.9152069092, weight_update_time: 0.1700498760, other_time: 3.9284667969
epoch time: 12.2097721100s, input_fired_time: 0.2742446661, output_fired_time: 0.0000000000, propagate_forward_time: 11.2443580627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6911697388
validation[          , genome  6941] predictions:    9743/  10000 (97.43%), best:    9756/10000 (97.56%), error:       849.59894, best error:       803.88727 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 150.8050231934s, input_fired_time: 2.1826899052, output_fired_time: 1.9739396572, propagate_forward_time: 56.2461090088, propagate_backward_time: 86.5202331543, weight_update_time: 0.1685051322, other_time: 3.8820495605
epoch time: 12.2689094543s, input_fired_time: 0.2796293199, output_fired_time: 0.0000000000, propagate_forward_time: 11.2934436798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6958360672
validation[          , genome  6941] predictions:    9727/  10000 (97.27%), best:    9756/10000 (97.56%), error:       896.28595, best error:       803.88727 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 151.3157043457s, input_fired_time: 2.1906490326, output_fired_time: 1.9769189358, propagate_forward_time: 56.4749717712, propagate_backward_time: 86.7600479126, weight_update_time: 0.1705039889, other_time: 3.9131240845
epoch time: 12.1296072006s, input_fired_time: 0.2787379622, output_fired_time: 0.0000000000, propagate_forward_time: 11.1497688293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7011003494
validation[          , genome  6941] predictions:    9717/  10000 (97.17%), best:    9756/10000 (97.56%), error:       915.56659, best error:       803.88727 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 150.1782226563s, input_fired_time: 2.1798274517, output_fired_time: 1.9683309793, propagate_forward_time: 55.9440574646, propagate_backward_time: 86.1828079224, weight_update_time: 0.1687242687, other_time: 3.9031906128
epoch time: 12.3316478729s, input_fired_time: 0.2791015208, output_fired_time: 0.0000000000, propagate_forward_time: 11.3598842621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6926622391
validation[          , genome  6941] predictions:    9552/  10000 (95.52%), best:    9756/10000 (97.56%), error:      1454.57947, best error:       803.88727 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 150.7104644775s, input_fired_time: 2.1711668968, output_fired_time: 1.9664041996, propagate_forward_time: 56.3645286560, propagate_backward_time: 86.3783721924, weight_update_time: 0.1670613438, other_time: 3.8299865723
epoch time: 12.3705348969s, input_fired_time: 0.2748590708, output_fired_time: 0.0000000000, propagate_forward_time: 11.4168348312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6788406372
validation[          , genome  6941] predictions:    9721/  10000 (97.21%), best:    9756/10000 (97.56%), error:       951.06897, best error:       803.88727 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 151.0023345947s, input_fired_time: 2.1926369667, output_fired_time: 1.9810044765, propagate_forward_time: 56.3238830566, propagate_backward_time: 86.6035308838, weight_update_time: 0.1693893820, other_time: 3.9012756348
epoch time: 12.2957801819s, input_fired_time: 0.2747602165, output_fired_time: 0.0000000000, propagate_forward_time: 11.3334693909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6875505447
validation[          , genome  6941] predictions:    9734/  10000 (97.34%), best:    9756/10000 (97.56%), error:       886.87616, best error:       803.88727 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 152.0934906006s, input_fired_time: 2.1920063496, output_fired_time: 1.9957435131, propagate_forward_time: 56.8320121765, propagate_backward_time: 87.1726150513, weight_update_time: 0.1698639840, other_time: 3.9011154175
epoch time: 12.3539581299s, input_fired_time: 0.2706165910, output_fired_time: 0.0000000000, propagate_forward_time: 11.4113874435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6719541550
validation[          , genome  6941] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       752.60199, best error:       752.60199 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 151.4905242920s, input_fired_time: 2.1864867210, output_fired_time: 1.9822036028, propagate_forward_time: 56.6742439270, propagate_backward_time: 86.8088836670, weight_update_time: 0.1668575406, other_time: 3.8386993408
epoch time: 12.3247413635s, input_fired_time: 0.2770749331, output_fired_time: 0.0000000000, propagate_forward_time: 11.3672056198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6804609299
validation[          , genome  6941] predictions:    9709/  10000 (97.09%), best:    9761/10000 (97.61%), error:       962.15741, best error:       752.60199 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 151.7753143311s, input_fired_time: 2.2002408504, output_fired_time: 1.9825053215, propagate_forward_time: 56.5999832153, propagate_backward_time: 87.0828323364, weight_update_time: 0.1682317853, other_time: 3.9097595215
epoch time: 12.1617269516s, input_fired_time: 0.2742610872, output_fired_time: 0.0000000000, propagate_forward_time: 11.2159013748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6715641022
validation[          , genome  6941] predictions:    9729/  10000 (97.29%), best:    9761/10000 (97.61%), error:       869.40930, best error:       752.60199 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 151.0595245361s, input_fired_time: 2.1896564960, output_fired_time: 1.9750223160, propagate_forward_time: 56.4500732422, propagate_backward_time: 86.5420684814, weight_update_time: 0.1683505327, other_time: 3.9027099609
epoch time: 12.3069496155s, input_fired_time: 0.2869233191, output_fired_time: 0.0000000000, propagate_forward_time: 11.3040781021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7159481049
validation[          , genome  6941] predictions:    9741/  10000 (97.41%), best:    9761/10000 (97.61%), error:       858.94635, best error:       752.60199 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 151.9885253906s, input_fired_time: 2.1892967224, output_fired_time: 1.9845739603, propagate_forward_time: 56.7464256287, propagate_backward_time: 87.1967849731, weight_update_time: 0.1671237797, other_time: 3.8714370728
epoch time: 12.3393573761s, input_fired_time: 0.2807577252, output_fired_time: 0.0000000000, propagate_forward_time: 11.3764448166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6821546555
validation[          , genome  6941] predictions:    9557/  10000 (95.57%), best:    9761/10000 (97.61%), error:      1523.88928, best error:       752.60199 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 151.4408874512s, input_fired_time: 2.1860163212, output_fired_time: 1.9772299528, propagate_forward_time: 56.4563751221, propagate_backward_time: 86.9699020386, weight_update_time: 0.1671857536, other_time: 3.8513565063
epoch time: 11.8621225357s, input_fired_time: 0.2736589015, output_fired_time: 0.0000000000, propagate_forward_time: 10.9195823669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6688814163
validation[          , genome  6941] predictions:    9626/  10000 (96.26%), best:    9761/10000 (97.61%), error:      1216.76880, best error:       752.60199 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 151.5533905029s, input_fired_time: 2.1958839893, output_fired_time: 1.9866532087, propagate_forward_time: 56.5772514343, propagate_backward_time: 86.8888854980, weight_update_time: 0.1689275652, other_time: 3.9047241211
epoch time: 12.3449144363s, input_fired_time: 0.2789718807, output_fired_time: 0.0000000000, propagate_forward_time: 11.3840904236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6818523407
validation[          , genome  6941] predictions:    9733/  10000 (97.33%), best:    9761/10000 (97.61%), error:       878.99420, best error:       752.60199 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 151.8062286377s, input_fired_time: 2.1963312626, output_fired_time: 1.9874188900, propagate_forward_time: 56.6587486267, propagate_backward_time: 87.0253143311, weight_update_time: 0.1711629331, other_time: 3.9384155273
epoch time: 12.2606630325s, input_fired_time: 0.2737976611, output_fired_time: 0.0000000000, propagate_forward_time: 11.3233232498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6635417938
validation[          , genome  6941] predictions:    9707/  10000 (97.07%), best:    9761/10000 (97.61%), error:       940.66663, best error:       752.60199 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 150.6618957520s, input_fired_time: 2.1824963093, output_fired_time: 1.9687170982, propagate_forward_time: 56.1846733093, propagate_backward_time: 86.4637680054, weight_update_time: 0.1675569564, other_time: 3.8622360229
epoch time: 12.3584508896s, input_fired_time: 0.2848112583, output_fired_time: 0.0000000000, propagate_forward_time: 11.3743247986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6993150711
validation[          , genome  6941] predictions:    9736/  10000 (97.36%), best:    9761/10000 (97.61%), error:       847.50696, best error:       752.60199 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 151.3166961670s, input_fired_time: 2.1931235790, output_fired_time: 1.9740983248, propagate_forward_time: 56.4298744202, propagate_backward_time: 86.8355636597, weight_update_time: 0.1687621921, other_time: 3.8840255737
epoch time: 12.4107799530s, input_fired_time: 0.2800440192, output_fired_time: 0.0000000000, propagate_forward_time: 11.4435729980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6871633530
validation[          , genome  6941] predictions:    9762/  10000 (97.62%), best:    9761/10000 (97.61%), error:       833.10052, best error:       752.60199 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 152.1043548584s, input_fired_time: 2.2006044388, output_fired_time: 1.9856494665, propagate_forward_time: 56.7766914368, propagate_backward_time: 87.2217864990, weight_update_time: 0.1697165370, other_time: 3.9196166992
epoch time: 12.2907381058s, input_fired_time: 0.2832051516, output_fired_time: 0.0000000000, propagate_forward_time: 11.3152360916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6922969818
validation[          , genome  6941] predictions:    9749/  10000 (97.49%), best:    9761/10000 (97.61%), error:       806.64282, best error:       752.60199 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 151.3699188232s, input_fired_time: 2.2043788433, output_fired_time: 1.9912941456, propagate_forward_time: 56.4966506958, propagate_backward_time: 86.7605743408, weight_update_time: 0.1695352793, other_time: 3.9170303345
epoch time: 12.3735351563s, input_fired_time: 0.2848619521, output_fired_time: 0.0000000000, propagate_forward_time: 11.3895874023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6990861893
validation[          , genome  6941] predictions:    9737/  10000 (97.37%), best:    9761/10000 (97.61%), error:       850.93860, best error:       752.60199 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 151.5988159180s, input_fired_time: 2.1941673756, output_fired_time: 1.9835612774, propagate_forward_time: 56.5949478149, propagate_backward_time: 86.9528808594, weight_update_time: 0.1680417806, other_time: 3.8732528687
epoch time: 12.4074544907s, input_fired_time: 0.2842808068, output_fired_time: 0.0000000000, propagate_forward_time: 11.4143590927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7088146210
validation[          , genome  6941] predictions:    9704/  10000 (97.04%), best:    9761/10000 (97.61%), error:       931.40161, best error:       752.60199 on epoch:    34, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 150.0439605713s, input_fired_time: 2.1730859280, output_fired_time: 1.9586281776, propagate_forward_time: 56.0894432068, propagate_backward_time: 86.0031280518, weight_update_time: 0.1658811420, other_time: 3.8196716309
epoch time: 12.2868633270s, input_fired_time: 0.2793149352, output_fired_time: 0.0000000000, propagate_forward_time: 11.3197574615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6877908707
validation[          , genome  6941] predictions:    9722/  10000 (97.22%), best:    9761/10000 (97.61%), error:       893.77539, best error:       752.60199 on epoch:    34, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 151.9760284424s, input_fired_time: 2.2002024651, output_fired_time: 1.9854184389, propagate_forward_time: 56.7480583191, propagate_backward_time: 87.1505889893, weight_update_time: 0.1682343036, other_time: 3.8917694092
epoch time: 12.2869224548s, input_fired_time: 0.2805196941, output_fired_time: 0.0000000000, propagate_forward_time: 11.3172512054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6891517639
validation[          , genome  6941] predictions:    9765/  10000 (97.65%), best:    9761/10000 (97.61%), error:       792.35437, best error:       752.60199 on epoch:    34, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 151.1646423340s, input_fired_time: 2.2070145607, output_fired_time: 1.9824541807, propagate_forward_time: 56.5222663879, propagate_backward_time: 86.5419616699, weight_update_time: 0.1699536294, other_time: 3.9109497070
epoch time: 12.4495735168s, input_fired_time: 0.2849346399, output_fired_time: 0.0000000000, propagate_forward_time: 11.4488964081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7157421112
validation[          , genome  6941] predictions:    9727/  10000 (97.27%), best:    9761/10000 (97.61%), error:       884.93787, best error:       752.60199 on epoch:    34, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 151.9318542480s, input_fired_time: 2.2029726505, output_fired_time: 1.9931217432, propagate_forward_time: 56.6852302551, propagate_backward_time: 87.1113967896, weight_update_time: 0.1700857133, other_time: 3.9391403198
epoch time: 12.2565336227s, input_fired_time: 0.2764795423, output_fired_time: 0.0000000000, propagate_forward_time: 11.3040313721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6760225296
validation[          , genome  6941] predictions:    9726/  10000 (97.26%), best:    9761/10000 (97.61%), error:       844.69269, best error:       752.60199 on epoch:    34, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 151.0372772217s, input_fired_time: 2.1899652481, output_fired_time: 1.9742670059, propagate_forward_time: 56.3593559265, propagate_backward_time: 86.6686935425, weight_update_time: 0.1664889008, other_time: 3.8449783325
epoch time: 12.3568639755s, input_fired_time: 0.2832773328, output_fired_time: 0.0000000000, propagate_forward_time: 11.3776769638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6959095001
validation[          , genome  6941] predictions:    9756/  10000 (97.56%), best:    9761/10000 (97.61%), error:       834.05652, best error:       752.60199 on epoch:    34, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 149.6102752686s, input_fired_time: 2.1725180149, output_fired_time: 1.9543437958, propagate_forward_time: 55.9006195068, propagate_backward_time: 85.7834167480, weight_update_time: 0.1647250950, other_time: 3.7993774414
epoch time: 12.0614347458s, input_fired_time: 0.2730363607, output_fired_time: 0.0000000000, propagate_forward_time: 11.1299829483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6584157944
validation[          , genome  6941] predictions:    9580/  10000 (95.80%), best:    9761/10000 (97.61%), error:      1415.11865, best error:       752.60199 on epoch:    34, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 151.7107391357s, input_fired_time: 2.2016069889, output_fired_time: 1.9809879065, propagate_forward_time: 56.5997924805, propagate_backward_time: 87.0366516113, weight_update_time: 0.1679895520, other_time: 3.8916931152
epoch time: 12.2350749969s, input_fired_time: 0.2757402062, output_fired_time: 0.0000000000, propagate_forward_time: 11.2957077026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6636266708
validation[          , genome  6941] predictions:    9743/  10000 (97.43%), best:    9761/10000 (97.61%), error:       886.79742, best error:       752.60199 on epoch:    34, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 150.9137878418s, input_fired_time: 2.1946332455, output_fired_time: 1.9686875343, propagate_forward_time: 56.3663024902, propagate_backward_time: 86.5294418335, weight_update_time: 0.1667955667, other_time: 3.8547286987
epoch time: 12.3700284958s, input_fired_time: 0.2852695584, output_fired_time: 0.0000000000, propagate_forward_time: 11.3841753006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7005834579
validation[          , genome  6941] predictions:    9743/  10000 (97.43%), best:    9761/10000 (97.61%), error:       835.79596, best error:       752.60199 on epoch:    34, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 151.9966430664s, input_fired_time: 2.2077176571, output_fired_time: 1.9859092236, propagate_forward_time: 56.7298736572, propagate_backward_time: 87.1823654175, weight_update_time: 0.1686490476, other_time: 3.8907699585
epoch time: 12.2018346786s, input_fired_time: 0.2794547379, output_fired_time: 0.0000000000, propagate_forward_time: 11.2401037216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6822757721
validation[          , genome  6941] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       721.84424, best error:       721.84424 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 152.0214691162s, input_fired_time: 2.2005841732, output_fired_time: 1.9818030596, propagate_forward_time: 56.8564567566, propagate_backward_time: 87.1240081787, weight_update_time: 0.1670608222, other_time: 3.8586273193
epoch time: 12.2890396118s, input_fired_time: 0.2802948654, output_fired_time: 0.0000000000, propagate_forward_time: 11.3231878281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6855573654
validation[          , genome  6941] predictions:    9768/  10000 (97.68%), best:    9786/10000 (97.86%), error:       831.96588, best error:       721.84424 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 151.9181671143s, input_fired_time: 2.2022542953, output_fired_time: 1.9867718220, propagate_forward_time: 56.7881736755, propagate_backward_time: 87.0692901611, weight_update_time: 0.1679649502, other_time: 3.8716735840
epoch time: 12.3762226105s, input_fired_time: 0.2846734822, output_fired_time: 0.0000000000, propagate_forward_time: 11.3922729492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6992759705
validation[          , genome  6941] predictions:    9678/  10000 (96.78%), best:    9786/10000 (97.86%), error:      1055.76257, best error:       721.84424 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 150.8685455322s, input_fired_time: 2.1893992424, output_fired_time: 1.9642975330, propagate_forward_time: 56.3272132874, propagate_backward_time: 86.5630340576, weight_update_time: 0.1676163226, other_time: 3.8246154785
epoch time: 12.2443714142s, input_fired_time: 0.2782243788, output_fired_time: 0.0000000000, propagate_forward_time: 11.2929410934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6732063293
validation[          , genome  6941] predictions:    9754/  10000 (97.54%), best:    9786/10000 (97.86%), error:       854.56989, best error:       721.84424 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 151.1988220215s, input_fired_time: 2.2022051811, output_fired_time: 1.9709711075, propagate_forward_time: 56.4583854675, propagate_backward_time: 86.7109222412, weight_update_time: 0.1665073633, other_time: 3.8563232422
epoch time: 12.2788782120s, input_fired_time: 0.2851594090, output_fired_time: 0.0000000000, propagate_forward_time: 11.2927141190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7010049820
validation[          , genome  6941] predictions:    9458/  10000 (94.58%), best:    9786/10000 (97.86%), error:      1755.57410, best error:       721.84424 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 150.9927825928s, input_fired_time: 2.1979644299, output_fired_time: 1.9732470512, propagate_forward_time: 56.3920860291, propagate_backward_time: 86.5788040161, weight_update_time: 0.1661074460, other_time: 3.8506698608
epoch time: 12.2715778351s, input_fired_time: 0.2790379226, output_fired_time: 0.0000000000, propagate_forward_time: 11.3159055710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6766347885
validation[          , genome  6941] predictions:    9750/  10000 (97.50%), best:    9786/10000 (97.86%), error:       828.16278, best error:       721.84424 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 152.0227203369s, input_fired_time: 2.2042675018, output_fired_time: 1.9806523323, propagate_forward_time: 56.7983016968, propagate_backward_time: 87.1689682007, weight_update_time: 0.1673418880, other_time: 3.8705291748
epoch time: 12.3998556137s, input_fired_time: 0.2839480639, output_fired_time: 0.0000000000, propagate_forward_time: 11.4171295166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6987781525
validation[          , genome  6941] predictions:    9728/  10000 (97.28%), best:    9786/10000 (97.86%), error:       896.40192, best error:       721.84424 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 150.9992675781s, input_fired_time: 2.1923856735, output_fired_time: 1.9641066790, propagate_forward_time: 56.3776435852, propagate_backward_time: 86.6660614014, weight_update_time: 0.1652754694, other_time: 3.7990722656
epoch time: 12.2826318741s, input_fired_time: 0.2798888981, output_fired_time: 0.0000000000, propagate_forward_time: 11.3289995193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6737432480
validation[          , genome  6941] predictions:    9715/  10000 (97.15%), best:    9786/10000 (97.86%), error:       944.80750, best error:       721.84424 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 151.8973693848s, input_fired_time: 2.2100675106, output_fired_time: 1.9829298258, propagate_forward_time: 56.7224807739, propagate_backward_time: 87.0915451050, weight_update_time: 0.1678809971, other_time: 3.8903503418
epoch time: 11.6060810089s, input_fired_time: 0.2680519819, output_fired_time: 0.0000000000, propagate_forward_time: 10.6847696304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6532592773
validation[          , genome  6941] predictions:    9654/  10000 (96.54%), best:    9786/10000 (97.86%), error:      1175.25708, best error:       721.84424 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 151.2170257568s, input_fired_time: 2.1918041706, output_fired_time: 1.9666018486, propagate_forward_time: 56.4953346252, propagate_backward_time: 86.7341308594, weight_update_time: 0.1662733406, other_time: 3.8291625977
epoch time: 12.3760824203s, input_fired_time: 0.2827765644, output_fired_time: 0.0000000000, propagate_forward_time: 11.4092302322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6840753555
validation[          , genome  6941] predictions:    9746/  10000 (97.46%), best:    9786/10000 (97.86%), error:       832.14343, best error:       721.84424 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 150.6329498291s, input_fired_time: 2.1888999939, output_fired_time: 1.9616279602, propagate_forward_time: 56.2224006653, propagate_backward_time: 86.4235382080, weight_update_time: 0.1664679050, other_time: 3.8364868164
epoch time: 12.3763895035s, input_fired_time: 0.2788352072, output_fired_time: 0.0000000000, propagate_forward_time: 11.4238872528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6736669540
validation[          , genome  6941] predictions:    9686/  10000 (96.86%), best:    9786/10000 (97.86%), error:      1017.70746, best error:       721.84424 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 151.3701477051s, input_fired_time: 2.1993236542, output_fired_time: 1.9737783670, propagate_forward_time: 56.4897270203, propagate_backward_time: 86.8651046753, weight_update_time: 0.1673551798, other_time: 3.8422012329
epoch time: 12.2816591263s, input_fired_time: 0.2842081785, output_fired_time: 0.0000000000, propagate_forward_time: 11.2916183472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7058324814
validation[          , genome  6941] predictions:    9764/  10000 (97.64%), best:    9786/10000 (97.86%), error:       797.52441, best error:       721.84424 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 151.8567810059s, input_fired_time: 2.2034237385, output_fired_time: 1.9763826132, propagate_forward_time: 56.7313919067, propagate_backward_time: 87.1253356934, weight_update_time: 0.1669635326, other_time: 3.8202438354
epoch time: 12.3326320648s, input_fired_time: 0.2809635699, output_fired_time: 0.0000000000, propagate_forward_time: 11.3736639023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6780042648
validation[          , genome  6941] predictions:    9780/  10000 (97.80%), best:    9786/10000 (97.86%), error:       763.09698, best error:       721.84424 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 151.2002410889s, input_fired_time: 2.1973106861, output_fired_time: 1.9674005508, propagate_forward_time: 56.5291824341, propagate_backward_time: 86.6923141479, weight_update_time: 0.1662155390, other_time: 3.8140258789
epoch time: 12.3841571808s, input_fired_time: 0.2856550515, output_fired_time: 0.0000000000, propagate_forward_time: 11.4042873383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6942148209
validation[          , genome  6941] predictions:    9761/  10000 (97.61%), best:    9786/10000 (97.86%), error:       788.12842, best error:       721.84424 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 151.6739349365s, input_fired_time: 2.2035019398, output_fired_time: 1.9769369364, propagate_forward_time: 56.7657432556, propagate_backward_time: 86.9119491577, weight_update_time: 0.1667874306, other_time: 3.8157882690
epoch time: 12.2652473450s, input_fired_time: 0.2775361836, output_fired_time: 0.0000000000, propagate_forward_time: 11.3208417892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6668691635
validation[          , genome  6941] predictions:    9751/  10000 (97.51%), best:    9786/10000 (97.86%), error:       859.68958, best error:       721.84424 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 151.4844970703s, input_fired_time: 2.2079675198, output_fired_time: 1.9760396481, propagate_forward_time: 56.6319465637, propagate_backward_time: 86.8277359009, weight_update_time: 0.1666465700, other_time: 3.8408126831
epoch time: 12.3019943237s, input_fired_time: 0.2775598466, output_fired_time: 0.0000000000, propagate_forward_time: 11.3579349518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6664991379
validation[          , genome  6941] predictions:    9782/  10000 (97.82%), best:    9786/10000 (97.86%), error:       749.39886, best error:       721.84424 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 151.0385742188s, input_fired_time: 2.1917896271, output_fired_time: 1.9618531466, propagate_forward_time: 56.4201812744, propagate_backward_time: 86.6732482910, weight_update_time: 0.1659917384, other_time: 3.7915039063
epoch time: 12.4070396423s, input_fired_time: 0.2834350169, output_fired_time: 0.0000000000, propagate_forward_time: 11.4309759140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6926288605
validation[          , genome  6941] predictions:    9760/  10000 (97.60%), best:    9786/10000 (97.86%), error:       822.01270, best error:       721.84424 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 151.7417755127s, input_fired_time: 2.2020406723, output_fired_time: 1.9747790098, propagate_forward_time: 56.6731147766, propagate_backward_time: 87.0562057495, weight_update_time: 0.1664284915, other_time: 3.8356399536
epoch time: 12.1283502579s, input_fired_time: 0.2796595991, output_fired_time: 0.0000000000, propagate_forward_time: 11.1742401123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6744508743
validation[          , genome  6941] predictions:    9743/  10000 (97.43%), best:    9786/10000 (97.86%), error:       907.25043, best error:       721.84424 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 151.6056213379s, input_fired_time: 2.2035312653, output_fired_time: 1.9834545851, propagate_forward_time: 56.7108688354, propagate_backward_time: 86.8859558105, weight_update_time: 0.1665585637, other_time: 3.8218002319
epoch time: 12.3525915146s, input_fired_time: 0.2846142054, output_fired_time: 0.0000000000, propagate_forward_time: 11.3750677109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6929092407
validation[          , genome  6941] predictions:    9738/  10000 (97.38%), best:    9786/10000 (97.86%), error:       857.72034, best error:       721.84424 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 150.7021331787s, input_fired_time: 2.1869072914, output_fired_time: 1.9613684416, propagate_forward_time: 56.2545852661, propagate_backward_time: 86.5320129395, weight_update_time: 0.1644495875, other_time: 3.7672653198
epoch time: 12.1829261780s, input_fired_time: 0.2780922949, output_fired_time: 0.0000000000, propagate_forward_time: 11.2268400192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6779937744
validation[          , genome  6941] predictions:    9778/  10000 (97.78%), best:    9786/10000 (97.86%), error:       767.34583, best error:       721.84424 on epoch:    55, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 151.7833709717s, input_fired_time: 2.2008764744, output_fired_time: 1.9725532532, propagate_forward_time: 56.7196388245, propagate_backward_time: 87.0893554688, weight_update_time: 0.1658586413, other_time: 3.8009490967
epoch time: 12.1453323364s, input_fired_time: 0.2783052325, output_fired_time: 0.0000000000, propagate_forward_time: 11.1922550201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6747722626
validation[          , genome  6941] predictions:    9706/  10000 (97.06%), best:    9786/10000 (97.86%), error:       970.64282, best error:       721.84424 on epoch:    55, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 151.9268341064s, input_fired_time: 2.2073938847, output_fired_time: 1.9764544964, propagate_forward_time: 56.7764129639, propagate_backward_time: 87.1231842041, weight_update_time: 0.1681953967, other_time: 3.8433837891
epoch time: 12.2957801819s, input_fired_time: 0.2811099887, output_fired_time: 0.0000000000, propagate_forward_time: 11.3507022858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6639680862
validation[          , genome  6941] predictions:    9615/  10000 (96.15%), best:    9786/10000 (97.86%), error:      1250.01855, best error:       721.84424 on epoch:    55, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 151.5715789795s, input_fired_time: 2.2154481411, output_fired_time: 1.9811451435, propagate_forward_time: 56.4411849976, propagate_backward_time: 87.0817413330, weight_update_time: 0.1668718904, other_time: 3.8520584106
epoch time: 12.3358287811s, input_fired_time: 0.2803072035, output_fired_time: 0.0000000000, propagate_forward_time: 11.3816452026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6738767624
validation[          , genome  6941] predictions:    9746/  10000 (97.46%), best:    9786/10000 (97.86%), error:       837.08905, best error:       721.84424 on epoch:    55, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 151.7773284912s, input_fired_time: 2.2056398392, output_fired_time: 1.9762071371, propagate_forward_time: 56.6929473877, propagate_backward_time: 87.0785751343, weight_update_time: 0.1664090306, other_time: 3.8239517212
epoch time: 12.4123554230s, input_fired_time: 0.2858347595, output_fired_time: 0.0000000000, propagate_forward_time: 11.4332599640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6932611465
validation[          , genome  6941] predictions:    9752/  10000 (97.52%), best:    9786/10000 (97.86%), error:       817.37952, best error:       721.84424 on epoch:    55, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 152.1305847168s, input_fired_time: 2.2058575153, output_fired_time: 1.9785425663, propagate_forward_time: 56.8264808655, propagate_backward_time: 87.2871093750, weight_update_time: 0.1664207876, other_time: 3.8325958252
epoch time: 12.2467803955s, input_fired_time: 0.2813633978, output_fired_time: 0.0000000000, propagate_forward_time: 11.2904815674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6749353409
validation[          , genome  6941] predictions:    9731/  10000 (97.31%), best:    9786/10000 (97.86%), error:       852.74805, best error:       721.84424 on epoch:    55, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 151.1151733398s, input_fired_time: 2.2019178867, output_fired_time: 1.9675930738, propagate_forward_time: 56.3550148010, propagate_backward_time: 86.7470626831, weight_update_time: 0.1660235226, other_time: 3.8435897827
epoch time: 12.2908411026s, input_fired_time: 0.2796984315, output_fired_time: 0.0000000000, propagate_forward_time: 11.3495836258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6615591049
validation[          , genome  6941] predictions:    9758/  10000 (97.58%), best:    9786/10000 (97.86%), error:       858.74359, best error:       721.84424 on epoch:    55, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 151.3898315430s, input_fired_time: 2.2050518990, output_fired_time: 1.9725345373, propagate_forward_time: 56.6728591919, propagate_backward_time: 86.7499008179, weight_update_time: 0.1655560285, other_time: 3.7894897461
epoch time: 11.9696865082s, input_fired_time: 0.2752941847, output_fired_time: 0.0000000000, propagate_forward_time: 11.0440073013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6503849030
validation[          , genome  6941] predictions:    9752/  10000 (97.52%), best:    9786/10000 (97.86%), error:       836.16974, best error:       721.84424 on epoch:    55, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 151.0254821777s, input_fired_time: 2.1975541115, output_fired_time: 1.9660929441, propagate_forward_time: 56.5346336365, propagate_backward_time: 86.5780181885, weight_update_time: 0.1652908325, other_time: 3.7491760254
epoch time: 12.0416212082s, input_fired_time: 0.2773467600, output_fired_time: 0.0000000000, propagate_forward_time: 11.0942153931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6700592041
validation[          , genome  6941] predictions:    9699/  10000 (96.99%), best:    9786/10000 (97.86%), error:       949.43085, best error:       721.84424 on epoch:    55, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 150.8782043457s, input_fired_time: 2.1906478405, output_fired_time: 1.9611493349, propagate_forward_time: 56.3713569641, propagate_backward_time: 86.6101684570, weight_update_time: 0.1643001735, other_time: 3.7448883057
epoch time: 12.4082565308s, input_fired_time: 0.2777553499, output_fired_time: 0.0000000000, propagate_forward_time: 11.4777603149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6527404785
validation[          , genome  6941] predictions:    9748/  10000 (97.48%), best:    9786/10000 (97.86%), error:       829.08972, best error:       721.84424 on epoch:    55, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 150.9331054688s, input_fired_time: 2.2098367214, output_fired_time: 1.9616255760, propagate_forward_time: 56.3301963806, propagate_backward_time: 86.5996093750, weight_update_time: 0.1663558185, other_time: 3.8318328857
epoch time: 12.3016605377s, input_fired_time: 0.2816890478, output_fired_time: 0.0000000000, propagate_forward_time: 11.3476591110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6723127365
validation[          , genome  6941] predictions:    9758/  10000 (97.58%), best:    9786/10000 (97.86%), error:       839.58716, best error:       721.84424 on epoch:    55, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 149.5648498535s, input_fired_time: 2.1850109100, output_fired_time: 1.9471118450, propagate_forward_time: 55.7871704102, propagate_backward_time: 85.9045944214, weight_update_time: 0.1629550159, other_time: 3.7409591675
epoch time: 12.3414201736s, input_fired_time: 0.2815451920, output_fired_time: 0.0000000000, propagate_forward_time: 11.3919658661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6679086685
validation[          , genome  6941] predictions:    9767/  10000 (97.67%), best:    9786/10000 (97.86%), error:       787.05420, best error:       721.84424 on epoch:    55, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 151.4600219727s, input_fired_time: 2.1998524666, output_fired_time: 1.9681570530, propagate_forward_time: 56.6233673096, propagate_backward_time: 86.9028396606, weight_update_time: 0.1650281847, other_time: 3.7658004761
epoch time: 12.2786464691s, input_fired_time: 0.2826143205, output_fired_time: 0.0000000000, propagate_forward_time: 11.3191242218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6769075394
validation[          , genome  6941] predictions:    9755/  10000 (97.55%), best:    9786/10000 (97.86%), error:       810.35681, best error:       721.84424 on epoch:    55, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 151.9475402832s, input_fired_time: 2.2083396912, output_fired_time: 1.9801765680, propagate_forward_time: 56.7668418884, propagate_backward_time: 87.1893310547, weight_update_time: 0.1656001210, other_time: 3.8028411865
epoch time: 12.2621402740s, input_fired_time: 0.2771922052, output_fired_time: 0.0000000000, propagate_forward_time: 11.3173913956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6675567627
validation[          , genome  6941] predictions:    9721/  10000 (97.21%), best:    9786/10000 (97.86%), error:       932.98590, best error:       721.84424 on epoch:    55, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 151.5969543457s, input_fired_time: 2.2008931637, output_fired_time: 1.9684871435, propagate_forward_time: 56.7496986389, propagate_backward_time: 86.9321670532, weight_update_time: 0.1644229889, other_time: 3.7457046509
epoch time: 12.3238620758s, input_fired_time: 0.2843422890, output_fired_time: 0.0000000000, propagate_forward_time: 11.3618659973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6776542664
validation[          , genome  6941] predictions:    9761/  10000 (97.61%), best:    9786/10000 (97.86%), error:       820.69110, best error:       721.84424 on epoch:    55, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 151.5344543457s, input_fired_time: 2.2013099194, output_fired_time: 1.9646673203, propagate_forward_time: 56.6538619995, propagate_backward_time: 86.9473724365, weight_update_time: 0.1653077155, other_time: 3.7672500610
epoch time: 12.2663354874s, input_fired_time: 0.2775587738, output_fired_time: 0.0000000000, propagate_forward_time: 11.3350257874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6537513733
validation[          , genome  6941] predictions:    9721/  10000 (97.21%), best:    9786/10000 (97.86%), error:       945.64679, best error:       721.84424 on epoch:    55, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 150.8890533447s, input_fired_time: 2.2004623413, output_fired_time: 1.9598751068, propagate_forward_time: 56.4022140503, propagate_backward_time: 86.5494842529, weight_update_time: 0.1648873985, other_time: 3.7770309448
epoch time: 12.1364784241s, input_fired_time: 0.2809144557, output_fired_time: 0.0000000000, propagate_forward_time: 11.1887588501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6668052673
validation[          , genome  6941] predictions:    9775/  10000 (97.75%), best:    9786/10000 (97.86%), error:       756.36737, best error:       721.84424 on epoch:    55, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 151.4269714355s, input_fired_time: 2.1991701126, output_fired_time: 1.9628751278, propagate_forward_time: 56.6232452393, propagate_backward_time: 86.8842315674, weight_update_time: 0.1648945510, other_time: 3.7574462891
epoch time: 12.2397422791s, input_fired_time: 0.2762695849, output_fired_time: 0.0000000000, propagate_forward_time: 11.3031120300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6603603363
validation[          , genome  6941] predictions:    9746/  10000 (97.46%), best:    9786/10000 (97.86%), error:       853.93518, best error:       721.84424 on epoch:    55, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 150.7937622070s, input_fired_time: 2.1935794353, output_fired_time: 1.9559131861, propagate_forward_time: 56.3665351868, propagate_backward_time: 86.5293045044, weight_update_time: 0.1640579700, other_time: 3.7484359741
epoch time: 12.3207378387s, input_fired_time: 0.2812846005, output_fired_time: 0.0000000000, propagate_forward_time: 11.3669881821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6724653244
validation[          , genome  6941] predictions:    9743/  10000 (97.43%), best:    9786/10000 (97.86%), error:       830.36914, best error:       721.84424 on epoch:    55, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 150.8332061768s, input_fired_time: 2.1869792938, output_fired_time: 1.9540168047, propagate_forward_time: 56.2960815430, propagate_backward_time: 86.6849365234, weight_update_time: 0.1624819934, other_time: 3.7111968994
epoch time: 12.3657989502s, input_fired_time: 0.2799078524, output_fired_time: 0.0000000000, propagate_forward_time: 11.4251928329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6606979370
validation[          , genome  6941] predictions:    9740/  10000 (97.40%), best:    9786/10000 (97.86%), error:       872.62451, best error:       721.84424 on epoch:    55, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 151.1509094238s, input_fired_time: 2.1875247955, output_fired_time: 1.9542107582, propagate_forward_time: 56.3861541748, propagate_backward_time: 86.9142913818, weight_update_time: 0.1628486216, other_time: 3.7087249756
epoch time: 12.1332416534s, input_fired_time: 0.2785346508, output_fired_time: 0.0000000000, propagate_forward_time: 11.2017927170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6529140472
validation[          , genome  6941] predictions:    9772/  10000 (97.72%), best:    9786/10000 (97.86%), error:       779.06860, best error:       721.84424 on epoch:    55, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 151.6307067871s, input_fired_time: 2.1977007389, output_fired_time: 1.9645226002, propagate_forward_time: 56.6880187988, propagate_backward_time: 87.0616226196, weight_update_time: 0.1626524925, other_time: 3.7188339233
epoch time: 12.0299386978s, input_fired_time: 0.2781178653, output_fired_time: 0.0000000000, propagate_forward_time: 11.1005630493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6512575150
validation[          , genome  6941] predictions:    9758/  10000 (97.58%), best:    9786/10000 (97.86%), error:       794.81067, best error:       721.84424 on epoch:    55, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 151.0776519775s, input_fired_time: 2.1920688152, output_fired_time: 1.9575337172, propagate_forward_time: 56.4894905090, propagate_backward_time: 86.7122039795, weight_update_time: 0.1629735082, other_time: 3.7263641357
epoch time: 12.1734123230s, input_fired_time: 0.2777702510, output_fired_time: 0.0000000000, propagate_forward_time: 11.2388391495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6568031311
validation[          , genome  6941] predictions:    9769/  10000 (97.69%), best:    9786/10000 (97.86%), error:       827.26398, best error:       721.84424 on epoch:    55, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 151.5187530518s, input_fired_time: 2.1921997070, output_fired_time: 1.9636815786, propagate_forward_time: 56.6295013428, propagate_backward_time: 87.0265579224, weight_update_time: 0.1630057544, other_time: 3.7068099976
epoch time: 12.3631677628s, input_fired_time: 0.2838579714, output_fired_time: 0.0000000000, propagate_forward_time: 11.4044923782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6748170853
validation[          , genome  6941] predictions:    9774/  10000 (97.74%), best:    9786/10000 (97.86%), error:       806.29926, best error:       721.84424 on epoch:    55, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 151.6753845215s, input_fired_time: 2.2013773918, output_fired_time: 1.9658114910, propagate_forward_time: 56.7112350464, propagate_backward_time: 87.0420913696, weight_update_time: 0.1641029418, other_time: 3.7548828125
epoch time: 12.4090032578s, input_fired_time: 0.2836197913, output_fired_time: 0.0000000000, propagate_forward_time: 11.4403982162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6849851608
validation[          , genome  6941] predictions:    9791/  10000 (97.91%), best:    9786/10000 (97.86%), error:       738.10938, best error:       721.84424 on epoch:    55, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 150.6952819824s, input_fired_time: 2.1853113174, output_fired_time: 1.9512065649, propagate_forward_time: 56.3955383301, propagate_backward_time: 86.4765777588, weight_update_time: 0.1615286469, other_time: 3.6866455078
epoch time: 12.3035478592s, input_fired_time: 0.2789933980, output_fired_time: 0.0000000000, propagate_forward_time: 11.3609228134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6636314392
validation[          , genome  6941] predictions:    9698/  10000 (96.98%), best:    9786/10000 (97.86%), error:       978.54340, best error:       721.84424 on epoch:    55, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 150.9886627197s, input_fired_time: 2.2053117752, output_fired_time: 1.9588464499, propagate_forward_time: 56.5566825867, propagate_backward_time: 86.5374069214, weight_update_time: 0.1632090211, other_time: 3.7304153442
epoch time: 12.2632627487s, input_fired_time: 0.2816470563, output_fired_time: 0.0000000000, propagate_forward_time: 11.3045854568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6770305634
validation[          , genome  6941] predictions:    9771/  10000 (97.71%), best:    9786/10000 (97.86%), error:       793.58893, best error:       721.84424 on epoch:    55, 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: 61.3473472595s, input_fired_time: 1.3743083477, output_fired_time: 0.0000000000, propagate_forward_time: 56.5602684021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4127693176
best training[          , genome  6941] predictions:   49476/  50000 (98.95%), best:    9786/10000 (97.86%), error:      1786.59009, best error:       721.84424 on epoch:    55, 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: 12.2989835739s, input_fired_time: 0.2727972269, output_fired_time: 0.0000000000, propagate_forward_time: 11.3703737259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6558122635
   testing[          , genome  6941] predictions:    9785/  10000 (97.85%), best:    9786/10000 (97.86%), error:       691.46198, best error:       721.84424 on epoch:    55, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:02:45 (5332): called boinc_finish(0)

</stderr_txt>
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