Nameexact_genome_1512568488_43_6888_1
Workunit2605754
Created7 Dec 2017, 22:35:13 UTC
Sent7 Dec 2017, 22:43:51 UTC
Report deadline17 Dec 2017, 11:58:03 UTC
Received8 Dec 2017, 13:09:20 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67990
Run time3 hours 47 min 13 sec
CPU time3 hours 40 min 2 sec
Validate stateValid
Credit2,387.88
Device peak FLOPS1.68 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>
: 0.0060959356, weight_decay: 0.0002438374

epoch time: 302.8624572754s, input_fired_time: 2.3389873505, output_fired_time: 3.0215821266, propagate_forward_time: 108.4582901001, propagate_backward_time: 182.4208221436, weight_update_time: 2.1399321556, other_time: 6.6227874756
epoch time: 24.4670066833s, input_fired_time: 0.1666493863, output_fired_time: 0.0000000000, propagate_forward_time: 22.8295936584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4707641602
validation[          , genome  6888] predictions:    9674/  10000 (96.74%), best:    9740/10000 (97.40%), error:      1081.96082, best error:       919.77850 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 305.5098571777s, input_fired_time: 3.3315093517, output_fired_time: 3.0198669434, propagate_forward_time: 107.6839218140, propagate_backward_time: 186.8482818604, weight_update_time: 0.1407844722, other_time: 4.6262664795
epoch time: 24.6039695740s, input_fired_time: 0.1688116640, output_fired_time: 0.0000000000, propagate_forward_time: 23.9594669342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4756908417
validation[          , genome  6888] predictions:    9719/  10000 (97.19%), best:    9740/10000 (97.40%), error:       990.24121, best error:       919.77850 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 305.3113098145s, input_fired_time: 2.3410770893, output_fired_time: 1.0223065615, propagate_forward_time: 98.5488433838, propagate_backward_time: 198.7466888428, weight_update_time: 0.1399082243, other_time: 4.6524047852
epoch time: 24.4765033722s, input_fired_time: 0.1656503677, output_fired_time: 0.0000000000, propagate_forward_time: 23.8425464630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683055878
validation[          , genome  6888] predictions:    9673/  10000 (96.73%), best:    9740/10000 (97.40%), error:      1050.11145, best error:       919.77850 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 302.7721862793s, input_fired_time: 3.3347239494, output_fired_time: 3.0270879269, propagate_forward_time: 101.2963867188, propagate_backward_time: 189.4616851807, weight_update_time: 0.1405855417, other_time: 5.6522979736
epoch time: 24.5285301208s, input_fired_time: 0.1677272320, output_fired_time: 0.0000000000, propagate_forward_time: 23.8916187286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691848755
validation[          , genome  6888] predictions:    9671/  10000 (96.71%), best:    9740/10000 (97.40%), error:      1135.88904, best error:       919.77850 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 304.7087402344s, input_fired_time: 2.3280680180, output_fired_time: 2.0105648041, propagate_forward_time: 112.3368606567, propagate_backward_time: 182.4199218750, weight_update_time: 0.1402425468, other_time: 5.6133422852
epoch time: 23.3850727081s, input_fired_time: 0.1658732742, output_fired_time: 0.0000000000, propagate_forward_time: 22.7603225708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588775635
validation[          , genome  6888] predictions:    9719/  10000 (97.19%), best:    9740/10000 (97.40%), error:       967.51337, best error:       919.77850 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 302.3080749512s, input_fired_time: 1.3277097940, output_fired_time: 5.0166940689, propagate_forward_time: 102.0724868774, propagate_backward_time: 185.2887115479, weight_update_time: 0.1398865134, other_time: 8.6024932861
epoch time: 24.4068279266s, input_fired_time: 0.1674268842, output_fired_time: 0.0000000000, propagate_forward_time: 23.7561855316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832153320
validation[          , genome  6888] predictions:    9707/  10000 (97.07%), best:    9740/10000 (97.40%), error:      1008.85950, best error:       919.77850 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 303.5223388672s, input_fired_time: 1.3250458241, output_fired_time: 2.0121283531, propagate_forward_time: 100.1131591797, propagate_backward_time: 195.4538421631, weight_update_time: 0.1405773312, other_time: 4.6181793213
epoch time: 24.3569622040s, input_fired_time: 0.1631340086, output_fired_time: 0.0000000000, propagate_forward_time: 23.7448692322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489593506
validation[          , genome  6888] predictions:    9704/  10000 (97.04%), best:    9740/10000 (97.40%), error:       974.29999, best error:       919.77850 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 299.5526428223s, input_fired_time: 1.3194228411, output_fired_time: 3.0105533600, propagate_forward_time: 105.7237014771, propagate_backward_time: 182.8779296875, weight_update_time: 1.1397396326, other_time: 6.6210327148
epoch time: 24.3531303406s, input_fired_time: 0.1645947546, output_fired_time: 0.0000000000, propagate_forward_time: 23.7148342133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737014771
validation[          , genome  6888] predictions:    9728/  10000 (97.28%), best:    9740/10000 (97.40%), error:       958.63367, best error:       919.77850 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 302.9113769531s, input_fired_time: 3.3214645386, output_fired_time: 1.0038980246, propagate_forward_time: 104.7323532104, propagate_backward_time: 190.2581939697, weight_update_time: 0.1392186582, other_time: 3.5954437256
epoch time: 22.6506977081s, input_fired_time: 0.1738719940, output_fired_time: 0.0000000000, propagate_forward_time: 22.0055904388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712352753
validation[          , genome  6888] predictions:    9720/  10000 (97.20%), best:    9740/10000 (97.40%), error:       953.36353, best error:       919.77850 on epoch:    12, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 307.9686279297s, input_fired_time: 1.3510822058, output_fired_time: 5.0253338814, propagate_forward_time: 86.8949050903, propagate_backward_time: 204.0261383057, weight_update_time: 0.1411114037, other_time: 10.6711883545
epoch time: 24.7899074554s, input_fired_time: 0.1721930057, output_fired_time: 0.0000000000, propagate_forward_time: 24.1322937012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4854202271
validation[          , genome  6888] predictions:    9650/  10000 (96.50%), best:    9740/10000 (97.40%), error:      1140.13391, best error:       919.77850 on epoch:    12, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 312.4909057617s, input_fired_time: 6.3732290268, output_fired_time: 1.0490944386, propagate_forward_time: 102.9538650513, propagate_backward_time: 195.3863677979, weight_update_time: 0.1435882598, other_time: 6.7283477783
epoch time: 24.7816829681s, input_fired_time: 0.1752526015, output_fired_time: 0.0000000000, propagate_forward_time: 24.1177539825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4886760712
validation[          , genome  6888] predictions:    9685/  10000 (96.85%), best:    9740/10000 (97.40%), error:      1025.53088, best error:       919.77850 on epoch:    12, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 314.6329956055s, input_fired_time: 1.3734172583, output_fired_time: 1.0528465509, propagate_forward_time: 113.0890350342, propagate_backward_time: 195.3771057129, weight_update_time: 0.1448863298, other_time: 3.7405853271
epoch time: 24.8232250214s, input_fired_time: 0.1729330570, output_fired_time: 0.0000000000, propagate_forward_time: 23.1509571075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4993343353
validation[          , genome  6888] predictions:    9711/  10000 (97.11%), best:    9740/10000 (97.40%), error:       954.73132, best error:       919.77850 on epoch:    12, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 310.3883972168s, input_fired_time: 7.3652944565, output_fired_time: 1.0425364971, propagate_forward_time: 104.3573226929, propagate_backward_time: 190.8966827393, weight_update_time: 1.1454708576, other_time: 6.7265472412
epoch time: 22.5954494476s, input_fired_time: 0.1690486819, output_fired_time: 0.0000000000, propagate_forward_time: 19.9495277405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4768733978
validation[          , genome  6888] predictions:    9709/  10000 (97.09%), best:    9740/10000 (97.40%), error:       966.54706, best error:       919.77850 on epoch:    12, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 310.4510498047s, input_fired_time: 3.3577990532, output_fired_time: 2.0352540016, propagate_forward_time: 96.6361007690, propagate_backward_time: 204.7234802246, weight_update_time: 0.1420908570, other_time: 3.6984252930
epoch time: 22.5961608887s, input_fired_time: 0.1685666740, output_fired_time: 0.0000000000, propagate_forward_time: 21.9595756531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680194855
validation[          , genome  6888] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       832.97583, best error:       832.97583 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 309.6423339844s, input_fired_time: 2.3607671261, output_fired_time: 2.0443005562, propagate_forward_time: 100.8213043213, propagate_backward_time: 201.7281646729, weight_update_time: 0.1421426386, other_time: 2.6877746582
epoch time: 24.5911903381s, input_fired_time: 2.1717448235, output_fired_time: 0.0000000000, propagate_forward_time: 21.9404697418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4789752960
validation[          , genome  6888] predictions:    9695/  10000 (96.95%), best:    9760/10000 (97.60%), error:       993.42255, best error:       832.97583 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 310.6407470703s, input_fired_time: 1.3701812029, output_fired_time: 2.0441870689, propagate_forward_time: 113.7014923096, propagate_backward_time: 189.7951660156, weight_update_time: 1.1437863111, other_time: 3.7297210693
epoch time: 24.6565856934s, input_fired_time: 0.1709580272, output_fired_time: 0.0000000000, propagate_forward_time: 24.0029239655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4827041626
validation[          , genome  6888] predictions:    9725/  10000 (97.25%), best:    9760/10000 (97.60%), error:       938.24042, best error:       832.97583 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 309.8584594727s, input_fired_time: 3.3632206917, output_fired_time: 1.0386371613, propagate_forward_time: 114.1477813721, propagate_backward_time: 185.5960693359, weight_update_time: 0.1423186511, other_time: 5.7127532959
epoch time: 23.6633281708s, input_fired_time: 0.1718109101, output_fired_time: 0.0000000000, propagate_forward_time: 19.0131416321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4783763885
validation[          , genome  6888] predictions:    9707/  10000 (97.07%), best:    9760/10000 (97.60%), error:       968.55713, best error:       832.97583 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 311.8251342773s, input_fired_time: 5.3699154854, output_fired_time: 3.0477297306, propagate_forward_time: 82.8441925049, propagate_backward_time: 211.9584503174, weight_update_time: 0.1424545050, other_time: 8.6048583984
epoch time: 24.7059497833s, input_fired_time: 0.1677859128, output_fired_time: 0.0000000000, propagate_forward_time: 24.0807075500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574565887
validation[          , genome  6888] predictions:    9681/  10000 (96.81%), best:    9760/10000 (97.60%), error:      1013.18335, best error:       832.97583 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 305.8814392090s, input_fired_time: 2.3624415398, output_fired_time: 5.0252766609, propagate_forward_time: 94.3829574585, propagate_backward_time: 193.4597778320, weight_update_time: 0.1419508755, other_time: 10.6510009766
epoch time: 24.6225585938s, input_fired_time: 0.1665230393, output_fired_time: 0.0000000000, propagate_forward_time: 23.9881992340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678363800
validation[          , genome  6888] predictions:    9716/  10000 (97.16%), best:    9760/10000 (97.60%), error:       925.60461, best error:       832.97583 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 310.1926269531s, input_fired_time: 3.3617632389, output_fired_time: 5.0329236984, propagate_forward_time: 108.5308227539, propagate_backward_time: 189.6329956055, weight_update_time: 0.1407507658, other_time: 3.6341247559
epoch time: 23.7895603180s, input_fired_time: 0.1720129848, output_fired_time: 0.0000000000, propagate_forward_time: 23.1332473755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4843006134
validation[          , genome  6888] predictions:    9750/  10000 (97.50%), best:    9760/10000 (97.60%), error:       840.27753, best error:       832.97583 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 310.3927612305s, input_fired_time: 4.3560481071, output_fired_time: 2.0353188515, propagate_forward_time: 125.6268081665, propagate_backward_time: 172.7158508301, weight_update_time: 0.1421853155, other_time: 5.6587524414
epoch time: 24.7458782196s, input_fired_time: 0.1695391089, output_fired_time: 0.0000000000, propagate_forward_time: 24.0993728638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4769668579
validation[          , genome  6888] predictions:    9701/  10000 (97.01%), best:    9760/10000 (97.60%), error:       928.48309, best error:       832.97583 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 310.3276062012s, input_fired_time: 5.3604564667, output_fired_time: 1.0316650867, propagate_forward_time: 100.5261001587, propagate_backward_time: 192.7526092529, weight_update_time: 1.1414471865, other_time: 10.6567840576
epoch time: 24.6005382538s, input_fired_time: 0.1698997021, output_fired_time: 0.0000000000, propagate_forward_time: 21.9658088684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4648303986
validation[          , genome  6888] predictions:    9701/  10000 (97.01%), best:    9760/10000 (97.60%), error:       953.99231, best error:       832.97583 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 310.6146850586s, input_fired_time: 4.3680481911, output_fired_time: 1.0340849161, propagate_forward_time: 77.6362991333, propagate_backward_time: 215.9317779541, weight_update_time: 0.1404530406, other_time: 11.6444854736
epoch time: 24.7225627899s, input_fired_time: 2.1708824635, output_fired_time: 0.0000000000, propagate_forward_time: 22.0832958221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683837891
validation[          , genome  6888] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       802.49426, best error:       802.49426 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 309.6981506348s, input_fired_time: 8.2636213303, output_fired_time: 4.0351300240, propagate_forward_time: 102.3981170654, propagate_backward_time: 190.3444213867, weight_update_time: 0.1420946121, other_time: 4.6568756104
epoch time: 24.8515033722s, input_fired_time: 1.1757349968, output_fired_time: 0.0000000000, propagate_forward_time: 21.2007484436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4750194550
validation[          , genome  6888] predictions:    9723/  10000 (97.23%), best:    9750/10000 (97.50%), error:       910.39862, best error:       802.49426 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 312.2752380371s, input_fired_time: 4.3652515411, output_fired_time: 3.0356853008, propagate_forward_time: 92.0727844238, propagate_backward_time: 207.1505737305, weight_update_time: 1.1425715685, other_time: 5.6509399414
epoch time: 24.8038482666s, input_fired_time: 0.1720331013, output_fired_time: 0.0000000000, propagate_forward_time: 24.1664772034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653377533
validation[          , genome  6888] predictions:    9695/  10000 (96.95%), best:    9750/10000 (97.50%), error:       986.77985, best error:       802.49426 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 310.2395019531s, input_fired_time: 1.3601598740, output_fired_time: 2.0327861309, propagate_forward_time: 117.4694595337, propagate_backward_time: 185.7126617432, weight_update_time: 0.1424684227, other_time: 3.6644439697
epoch time: 22.6096744537s, input_fired_time: 1.1688642502, output_fired_time: 0.0000000000, propagate_forward_time: 20.9814624786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593486786
validation[          , genome  6888] predictions:    9757/  10000 (97.57%), best:    9750/10000 (97.50%), error:       816.18585, best error:       802.49426 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 310.5623779297s, input_fired_time: 1.3655452728, output_fired_time: 3.0425298214, propagate_forward_time: 100.5947341919, propagate_backward_time: 195.8919982910, weight_update_time: 1.1419050694, other_time: 9.6675720215
epoch time: 24.7075042725s, input_fired_time: 0.1701678932, output_fired_time: 0.0000000000, propagate_forward_time: 24.0662574768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4710788727
validation[          , genome  6888] predictions:    9699/  10000 (96.99%), best:    9750/10000 (97.50%), error:      1061.03247, best error:       802.49426 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 309.9463195801s, input_fired_time: 1.3597326279, output_fired_time: 3.0313074589, propagate_forward_time: 94.3505020142, propagate_backward_time: 203.5673370361, weight_update_time: 0.1403755844, other_time: 7.6374359131
epoch time: 22.8161067963s, input_fired_time: 0.1730655879, output_fired_time: 0.0000000000, propagate_forward_time: 22.1705875397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724540710
validation[          , genome  6888] predictions:    9732/  10000 (97.32%), best:    9750/10000 (97.50%), error:       871.43854, best error:       802.49426 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 311.6825256348s, input_fired_time: 1.3723850250, output_fired_time: 3.0413055420, propagate_forward_time: 122.5941772461, propagate_backward_time: 176.0367126465, weight_update_time: 0.1406542063, other_time: 8.6379699707
epoch time: 23.5458393097s, input_fired_time: 1.1700880527, output_fired_time: 0.0000000000, propagate_forward_time: 21.9146461487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611053467
validation[          , genome  6888] predictions:    9706/  10000 (97.06%), best:    9750/10000 (97.50%), error:       912.33325, best error:       802.49426 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 310.7220458984s, input_fired_time: 3.3714172840, output_fired_time: 1.0362144709, propagate_forward_time: 109.6083068848, propagate_backward_time: 188.0706176758, weight_update_time: 0.1421239078, other_time: 8.6354675293
epoch time: 24.9093494415s, input_fired_time: 2.1752231121, output_fired_time: 0.0000000000, propagate_forward_time: 22.2540683746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800586700
validation[          , genome  6888] predictions:    9697/  10000 (96.97%), best:    9750/10000 (97.50%), error:      1047.76843, best error:       802.49426 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 315.2430114746s, input_fired_time: 3.3780853748, output_fired_time: 2.0448958874, propagate_forward_time: 98.3702621460, propagate_backward_time: 201.7616271973, weight_update_time: 1.1426879168, other_time: 9.6881408691
epoch time: 24.8012180328s, input_fired_time: 0.1699882895, output_fired_time: 0.0000000000, propagate_forward_time: 23.1399574280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4912719727
validation[          , genome  6888] predictions:    9752/  10000 (97.52%), best:    9750/10000 (97.50%), error:       852.99774, best error:       802.49426 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 314.4949035645s, input_fired_time: 2.3834855556, output_fired_time: 4.0443887711, propagate_forward_time: 111.5140533447, propagate_backward_time: 189.8416900635, weight_update_time: 0.1453662515, other_time: 6.7112731934
epoch time: 24.9654903412s, input_fired_time: 1.1765462160, output_fired_time: 0.0000000000, propagate_forward_time: 23.3003482819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4885959625
validation[          , genome  6888] predictions:    9715/  10000 (97.15%), best:    9750/10000 (97.50%), error:       909.92712, best error:       802.49426 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 315.1936645508s, input_fired_time: 3.3859732151, output_fired_time: 8.0449218750, propagate_forward_time: 125.4158706665, propagate_backward_time: 175.6486358643, weight_update_time: 0.1424171776, other_time: 2.6982574463
epoch time: 24.7336883545s, input_fired_time: 0.1745358706, output_fired_time: 0.0000000000, propagate_forward_time: 24.0771789551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819736481
validation[          , genome  6888] predictions:    9749/  10000 (97.49%), best:    9750/10000 (97.50%), error:       840.11115, best error:       802.49426 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 303.4233703613s, input_fired_time: 2.3304548264, output_fired_time: 1.0159629583, propagate_forward_time: 100.0763320923, propagate_backward_time: 193.4215087891, weight_update_time: 0.1398196816, other_time: 6.5791320801
epoch time: 24.4097518921s, input_fired_time: 0.1661626548, output_fired_time: 0.0000000000, propagate_forward_time: 21.7920608521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4515285492
validation[          , genome  6888] predictions:    9731/  10000 (97.31%), best:    9750/10000 (97.50%), error:       902.64734, best error:       802.49426 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 299.2665710449s, input_fired_time: 2.3223385811, output_fired_time: 1.9973479509, propagate_forward_time: 105.6105194092, propagate_backward_time: 183.7963409424, weight_update_time: 0.1362983733, other_time: 5.5400390625
epoch time: 23.2935161591s, input_fired_time: 0.1661693752, output_fired_time: 0.0000000000, propagate_forward_time: 22.6825180054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4448280334
validation[          , genome  6888] predictions:    9751/  10000 (97.51%), best:    9750/10000 (97.50%), error:       859.36151, best error:       802.49426 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 299.8485717773s, input_fired_time: 5.3207168579, output_fired_time: 4.9859762192, propagate_forward_time: 102.3984985352, propagate_backward_time: 175.6458282471, weight_update_time: 1.1372487545, other_time: 11.4975738525
epoch time: 22.2401962280s, input_fired_time: 0.1648733169, output_fired_time: 0.0000000000, propagate_forward_time: 21.6274948120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478282928
validation[          , genome  6888] predictions:    9703/  10000 (97.03%), best:    9750/10000 (97.50%), error:      1005.01611, best error:       802.49426 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 297.7686462402s, input_fired_time: 2.3179771900, output_fired_time: 0.9997786283, propagate_forward_time: 106.4670639038, propagate_backward_time: 183.4581756592, weight_update_time: 0.1381118447, other_time: 4.5256500244
epoch time: 24.4073562622s, input_fired_time: 0.1663802415, output_fired_time: 0.0000000000, propagate_forward_time: 23.8005828857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4403934479
validation[          , genome  6888] predictions:    9754/  10000 (97.54%), best:    9750/10000 (97.50%), error:       809.05396, best error:       802.49426 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 298.8514099121s, input_fired_time: 1.3177709579, output_fired_time: 2.9982297421, propagate_forward_time: 103.5930175781, propagate_backward_time: 188.4150848389, weight_update_time: 0.1370947659, other_time: 2.5272979736
epoch time: 24.2611389160s, input_fired_time: 0.1658219397, output_fired_time: 0.0000000000, propagate_forward_time: 22.6546955109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4406223297
validation[          , genome  6888] predictions:    9728/  10000 (97.28%), best:    9750/10000 (97.50%), error:       869.07544, best error:       802.49426 on epoch:    37, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 302.3847351074s, input_fired_time: 1.3365168571, output_fired_time: 1.0125904083, propagate_forward_time: 92.2017059326, propagate_backward_time: 198.1779174805, weight_update_time: 0.1383715868, other_time: 9.6559906006
epoch time: 24.3233032227s, input_fired_time: 0.1672143638, output_fired_time: 0.0000000000, propagate_forward_time: 23.6973819733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587078094
validation[          , genome  6888] predictions:    9747/  10000 (97.47%), best:    9750/10000 (97.50%), error:       826.50391, best error:       802.49426 on epoch:    37, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 305.4624023438s, input_fired_time: 3.3496046066, output_fired_time: 3.0135164261, propagate_forward_time: 106.6580963135, propagate_backward_time: 187.8729553223, weight_update_time: 0.1390700638, other_time: 4.5682220459
epoch time: 24.5403327942s, input_fired_time: 0.1695755571, output_fired_time: 0.0000000000, propagate_forward_time: 23.9098129272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609451294
validation[          , genome  6888] predictions:    9758/  10000 (97.58%), best:    9750/10000 (97.50%), error:       851.08008, best error:       802.49426 on epoch:    37, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 305.6021423340s, input_fired_time: 3.3504796028, output_fired_time: 5.0221824646, propagate_forward_time: 111.8534774780, propagate_backward_time: 179.7808227539, weight_update_time: 0.1403851807, other_time: 5.5951538086
epoch time: 24.3143196106s, input_fired_time: 0.1695787758, output_fired_time: 0.0000000000, propagate_forward_time: 23.7001476288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4445934296
validation[          , genome  6888] predictions:    9766/  10000 (97.66%), best:    9750/10000 (97.50%), error:       803.65381, best error:       802.49426 on epoch:    37, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 299.8874206543s, input_fired_time: 2.3207640648, output_fired_time: 3.9955444336, propagate_forward_time: 100.3497848511, propagate_backward_time: 183.7053527832, weight_update_time: 0.1369110346, other_time: 9.5159606934
epoch time: 22.3325996399s, input_fired_time: 3.1678569317, output_fired_time: 0.0000000000, propagate_forward_time: 18.7054557800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592876434
validation[          , genome  6888] predictions:    9749/  10000 (97.49%), best:    9750/10000 (97.50%), error:       855.14691, best error:       802.49426 on epoch:    37, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 300.3067932129s, input_fired_time: 4.3281006813, output_fired_time: 0.9950401187, propagate_forward_time: 108.7294616699, propagate_backward_time: 180.7266387939, weight_update_time: 0.1384031773, other_time: 5.5275726318
epoch time: 23.1071262360s, input_fired_time: 0.1635228544, output_fired_time: 0.0000000000, propagate_forward_time: 21.5065135956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4370899200
validation[          , genome  6888] predictions:    9738/  10000 (97.38%), best:    9750/10000 (97.50%), error:       883.88507, best error:       802.49426 on epoch:    37, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 296.9389038086s, input_fired_time: 2.3124325275, output_fired_time: 1.9866669178, propagate_forward_time: 115.1015319824, propagate_backward_time: 171.0562438965, weight_update_time: 0.1372258365, other_time: 6.4820251465
epoch time: 24.1139030457s, input_fired_time: 0.1643581539, output_fired_time: 0.0000000000, propagate_forward_time: 19.5145492554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4349956512
validation[          , genome  6888] predictions:    9691/  10000 (96.91%), best:    9750/10000 (97.50%), error:       967.45795, best error:       802.49426 on epoch:    37, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 295.4392395020s, input_fired_time: 1.3126134872, output_fired_time: 3.9816391468, propagate_forward_time: 106.7426528931, propagate_backward_time: 173.9236755371, weight_update_time: 0.1366911083, other_time: 9.4786682129
epoch time: 23.1295375824s, input_fired_time: 0.1646089554, output_fired_time: 0.0000000000, propagate_forward_time: 21.5226230621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4423046112
validation[          , genome  6888] predictions:    9731/  10000 (97.31%), best:    9750/10000 (97.50%), error:       859.23566, best error:       802.49426 on epoch:    37, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 299.4069213867s, input_fired_time: 1.3287365437, output_fired_time: 0.9907591939, propagate_forward_time: 113.4648742676, propagate_backward_time: 175.1220550537, weight_update_time: 0.1362109631, other_time: 8.5005035400
epoch time: 22.2381305695s, input_fired_time: 0.1677581370, output_fired_time: 0.0000000000, propagate_forward_time: 17.6258258820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4445457458
validation[          , genome  6888] predictions:    9745/  10000 (97.45%), best:    9750/10000 (97.50%), error:       843.43890, best error:       802.49426 on epoch:    37, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 302.7614135742s, input_fired_time: 2.3306882381, output_fired_time: 1.0102586746, propagate_forward_time: 99.9949569702, propagate_backward_time: 188.9017791748, weight_update_time: 0.1379898787, other_time: 10.5237274170
epoch time: 22.2864532471s, input_fired_time: 0.1655892879, output_fired_time: 0.0000000000, propagate_forward_time: 21.6763610840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4445037842
validation[          , genome  6888] predictions:    9729/  10000 (97.29%), best:    9750/10000 (97.50%), error:       959.22650, best error:       802.49426 on epoch:    37, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 300.0523071289s, input_fired_time: 3.3232786655, output_fired_time: 0.9991365075, propagate_forward_time: 97.4845123291, propagate_backward_time: 191.7425689697, weight_update_time: 0.1365994811, other_time: 6.5028076172
epoch time: 24.4331073761s, input_fired_time: 0.1709371507, output_fired_time: 0.0000000000, propagate_forward_time: 23.8043231964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4578475952
validation[          , genome  6888] predictions:    9672/  10000 (96.72%), best:    9750/10000 (97.50%), error:      1091.52869, best error:       802.49426 on epoch:    37, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 300.6007385254s, input_fired_time: 3.3325865269, output_fired_time: 1.9971226454, propagate_forward_time: 99.8372039795, propagate_backward_time: 185.8795318604, weight_update_time: 0.1385384649, other_time: 9.5542907715
epoch time: 23.2204723358s, input_fired_time: 0.1650011390, output_fired_time: 0.0000000000, propagate_forward_time: 22.6010551453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4544162750
validation[          , genome  6888] predictions:    9690/  10000 (96.90%), best:    9750/10000 (97.50%), error:      1022.69904, best error:       802.49426 on epoch:    37, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 300.6861877441s, input_fired_time: 2.3291430473, output_fired_time: 4.0054383278, propagate_forward_time: 92.8347702026, propagate_backward_time: 192.9886016846, weight_update_time: 0.1378398240, other_time: 8.5282440186
epoch time: 23.3436660767s, input_fired_time: 0.1680916250, output_fired_time: 0.0000000000, propagate_forward_time: 22.7216224670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539527893
validation[          , genome  6888] predictions:    9733/  10000 (97.33%), best:    9750/10000 (97.50%), error:       868.33685, best error:       802.49426 on epoch:    37, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 297.1924743652s, input_fired_time: 1.3376411200, output_fired_time: 3.9983530045, propagate_forward_time: 106.4986953735, propagate_backward_time: 181.8229522705, weight_update_time: 0.1389394850, other_time: 3.5348358154
epoch time: 23.2573127747s, input_fired_time: 1.1683274508, output_fired_time: 0.0000000000, propagate_forward_time: 19.6328620911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4561233521
validation[          , genome  6888] predictions:    9709/  10000 (97.09%), best:    9750/10000 (97.50%), error:       972.14294, best error:       802.49426 on epoch:    37, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 301.8621215820s, input_fired_time: 2.3388361931, output_fired_time: 3.9983892441, propagate_forward_time: 99.9683837891, propagate_backward_time: 185.0381164551, weight_update_time: 0.1375472397, other_time: 10.5184020996
epoch time: 24.2925701141s, input_fired_time: 0.1679445505, output_fired_time: 0.0000000000, propagate_forward_time: 23.6799736023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4446525574
validation[          , genome  6888] predictions:    9743/  10000 (97.43%), best:    9750/10000 (97.50%), error:       847.24274, best error:       802.49426 on epoch:    37, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 295.9036865234s, input_fired_time: 3.3277804852, output_fired_time: 2.9978277683, propagate_forward_time: 98.8505630493, propagate_backward_time: 184.2002258301, weight_update_time: 0.1377095878, other_time: 6.5272827148
epoch time: 23.0477676392s, input_fired_time: 0.1656538099, output_fired_time: 0.0000000000, propagate_forward_time: 18.4474449158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4346694946
validation[          , genome  6888] predictions:    9724/  10000 (97.24%), best:    9750/10000 (97.50%), error:       988.33911, best error:       802.49426 on epoch:    37, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 295.5636901855s, input_fired_time: 3.3132474422, output_fired_time: 0.9818998575, propagate_forward_time: 114.7799377441, propagate_backward_time: 168.0079040527, weight_update_time: 1.1361191273, other_time: 8.4807128906
epoch time: 22.1120128632s, input_fired_time: 0.1662980765, output_fired_time: 0.0000000000, propagate_forward_time: 21.5086975098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370174408
validation[          , genome  6888] predictions:    9754/  10000 (97.54%), best:    9750/10000 (97.50%), error:       851.21265, best error:       802.49426 on epoch:    37, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 294.9589233398s, input_fired_time: 5.3147349358, output_fired_time: 0.9800723791, propagate_forward_time: 94.5303726196, propagate_backward_time: 183.6706085205, weight_update_time: 0.1357525736, other_time: 10.4631500244
epoch time: 24.1538887024s, input_fired_time: 0.1681335121, output_fired_time: 0.0000000000, propagate_forward_time: 22.5531768799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4325790405
validation[          , genome  6888] predictions:    9631/  10000 (96.31%), best:    9750/10000 (97.50%), error:      1247.81604, best error:       802.49426 on epoch:    37, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 293.8692016602s, input_fired_time: 3.3127555847, output_fired_time: 4.9861335754, propagate_forward_time: 104.6929397583, propagate_backward_time: 177.3771514893, weight_update_time: 0.1362818182, other_time: 3.5002288818
epoch time: 24.2352905273s, input_fired_time: 2.1666913033, output_fired_time: 0.0000000000, propagate_forward_time: 21.6283187866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402809143
validation[          , genome  6888] predictions:    9739/  10000 (97.39%), best:    9750/10000 (97.50%), error:       935.18835, best error:       802.49426 on epoch:    37, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 296.8236389160s, input_fired_time: 6.3151092529, output_fired_time: 0.9824643731, propagate_forward_time: 101.0074768066, propagate_backward_time: 183.0339202881, weight_update_time: 0.1358807385, other_time: 5.4846954346
epoch time: 23.1815013885s, input_fired_time: 0.1653926671, output_fired_time: 0.0000000000, propagate_forward_time: 22.5764904022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396190643
validation[          , genome  6888] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       791.61096, best error:       791.61096 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 296.8541259766s, input_fired_time: 5.3160247803, output_fired_time: 1.9797929525, propagate_forward_time: 96.9093627930, propagate_backward_time: 189.1722564697, weight_update_time: 0.1359171271, other_time: 3.4766693115
epoch time: 23.1446914673s, input_fired_time: 2.1650030613, output_fired_time: 0.0000000000, propagate_forward_time: 20.5445671082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4351215363
validation[          , genome  6888] predictions:    9748/  10000 (97.48%), best:    9763/10000 (97.63%), error:       856.05035, best error:       791.61096 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 299.8017578125s, input_fired_time: 2.3293657303, output_fired_time: 2.0038042068, propagate_forward_time: 99.3546600342, propagate_backward_time: 189.5763549805, weight_update_time: 0.1371961385, other_time: 6.5375518799
epoch time: 22.1039180756s, input_fired_time: 0.1655892432, output_fired_time: 0.0000000000, propagate_forward_time: 21.4942512512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4440784454
validation[          , genome  6888] predictions:    9765/  10000 (97.65%), best:    9763/10000 (97.63%), error:       826.25653, best error:       791.61096 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 297.8696899414s, input_fired_time: 7.3129181862, output_fired_time: 2.9777295589, propagate_forward_time: 95.0038299561, propagate_backward_time: 188.0851135254, weight_update_time: 0.1366099417, other_time: 4.4900970459
epoch time: 24.2336940765s, input_fired_time: 0.1666560620, output_fired_time: 0.0000000000, propagate_forward_time: 23.6278133392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392242432
validation[          , genome  6888] predictions:    9767/  10000 (97.67%), best:    9763/10000 (97.63%), error:       829.82092, best error:       791.61096 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 332.1452026367s, input_fired_time: 3.4793889523, output_fired_time: 1.1036973000, propagate_forward_time: 116.3367462158, propagate_backward_time: 202.3115844727, weight_update_time: 0.1612455696, other_time: 8.9137725830
epoch time: 23.8094692230s, input_fired_time: 0.1795421541, output_fired_time: 0.0000000000, propagate_forward_time: 21.1189479828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5109786987
validation[          , genome  6888] predictions:    9716/  10000 (97.16%), best:    9763/10000 (97.63%), error:       954.53888, best error:       791.61096 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 345.5336914063s, input_fired_time: 4.5452761650, output_fired_time: 1.1944136620, propagate_forward_time: 117.4893875122, propagate_backward_time: 218.2734832764, weight_update_time: 0.1567401737, other_time: 4.0311126709
epoch time: 25.3416919708s, input_fired_time: 0.1789316535, output_fired_time: 0.0000000000, propagate_forward_time: 24.6791553497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4836044312
validation[          , genome  6888] predictions:    9776/  10000 (97.76%), best:    9763/10000 (97.63%), error:       820.94196, best error:       791.61096 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 324.6992492676s, input_fired_time: 5.4420428276, output_fired_time: 2.9737174511, propagate_forward_time: 111.6692276001, propagate_backward_time: 197.8437500000, weight_update_time: 0.1504235417, other_time: 6.7705078125
epoch time: 27.9714660645s, input_fired_time: 2.1935038567, output_fired_time: 0.0000000000, propagate_forward_time: 23.2231826782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5547790527
validation[          , genome  6888] predictions:    9759/  10000 (97.59%), best:    9763/10000 (97.63%), error:       835.37946, best error:       791.61096 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 327.7355957031s, input_fired_time: 1.4760625362, output_fired_time: 7.0934925079, propagate_forward_time: 106.9031448364, propagate_backward_time: 202.4259643555, weight_update_time: 0.1497377008, other_time: 9.8369140625
epoch time: 27.4069652557s, input_fired_time: 0.1877759993, output_fired_time: 0.0000000000, propagate_forward_time: 25.7240104675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4951782227
validation[          , genome  6888] predictions:    9742/  10000 (97.42%), best:    9763/10000 (97.63%), error:       866.86169, best error:       791.61096 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 332.4355773926s, input_fired_time: 3.4889333248, output_fired_time: 5.1359791756, propagate_forward_time: 118.2425765991, propagate_backward_time: 197.7104949951, weight_update_time: 0.1576084793, other_time: 7.8575897217
epoch time: 27.7625255585s, input_fired_time: 0.2007313073, output_fired_time: 0.0000000000, propagate_forward_time: 27.0455913544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5162029266
validation[          , genome  6888] predictions:    9740/  10000 (97.40%), best:    9763/10000 (97.63%), error:       880.11884, best error:       791.61096 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 334.9759521484s, input_fired_time: 1.5115026236, output_fired_time: 1.1095907688, propagate_forward_time: 124.7267913818, propagate_backward_time: 199.7945098877, weight_update_time: 0.1513758302, other_time: 7.8335571289
epoch time: 26.5328578949s, input_fired_time: 0.1958976984, output_fired_time: 0.0000000000, propagate_forward_time: 22.8167724609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5201873779
validation[          , genome  6888] predictions:    9750/  10000 (97.50%), best:    9763/10000 (97.63%), error:       900.17041, best error:       791.61096 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 330.8815917969s, input_fired_time: 4.4605021477, output_fired_time: 2.1126604080, propagate_forward_time: 147.5034790039, propagate_backward_time: 168.9264526367, weight_update_time: 2.1488223076, other_time: 7.8784790039
epoch time: 24.6615047455s, input_fired_time: 0.1782308370, output_fired_time: 0.0000000000, propagate_forward_time: 24.0102348328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4730396271
validation[          , genome  6888] predictions:    9749/  10000 (97.49%), best:    9763/10000 (97.63%), error:       834.23761, best error:       791.61096 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 310.2008666992s, input_fired_time: 6.4054532051, output_fired_time: 3.0489401817, propagate_forward_time: 112.2620315552, propagate_backward_time: 179.8176574707, weight_update_time: 0.1449227184, other_time: 8.6667785645
epoch time: 24.5951480865s, input_fired_time: 2.1759669781, output_fired_time: 0.0000000000, propagate_forward_time: 19.9365139008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4826679230
validation[          , genome  6888] predictions:    9740/  10000 (97.40%), best:    9763/10000 (97.63%), error:       861.13641, best error:       791.61096 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 310.7302246094s, input_fired_time: 4.4129366875, output_fired_time: 1.0759135485, propagate_forward_time: 146.3783569336, propagate_backward_time: 152.1246185303, weight_update_time: 0.1451038867, other_time: 6.7383880615
epoch time: 24.9570293427s, input_fired_time: 0.1833300740, output_fired_time: 0.0000000000, propagate_forward_time: 22.2632884979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5104103088
validation[          , genome  6888] predictions:    9783/  10000 (97.83%), best:    9763/10000 (97.63%), error:       811.70428, best error:       791.61096 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 322.3865051270s, input_fired_time: 2.4673318863, output_fired_time: 3.1185870171, propagate_forward_time: 113.7059020996, propagate_backward_time: 193.2456970215, weight_update_time: 0.1516720504, other_time: 9.8489685059
epoch time: 27.7557296753s, input_fired_time: 0.1934428066, output_fired_time: 0.0000000000, propagate_forward_time: 27.0211982727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410881042
validation[          , genome  6888] predictions:    9740/  10000 (97.40%), best:    9763/10000 (97.63%), error:       926.63361, best error:       791.61096 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 367.7844848633s, input_fired_time: 4.5769834518, output_fired_time: 3.3058156967, propagate_forward_time: 118.0516586304, propagate_backward_time: 233.6323699951, weight_update_time: 0.1641930789, other_time: 8.2176361084
epoch time: 27.8918514252s, input_fired_time: 0.2016575038, output_fired_time: 0.0000000000, propagate_forward_time: 26.1323356628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5578575134
validation[          , genome  6888] predictions:    9769/  10000 (97.69%), best:    9763/10000 (97.63%), error:       816.52502, best error:       791.61096 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 323.5912170410s, input_fired_time: 5.4267482758, output_fired_time: 1.0709724426, propagate_forward_time: 114.4500503540, propagate_backward_time: 195.8407592773, weight_update_time: 0.1460828930, other_time: 6.8026733398
epoch time: 25.5412082672s, input_fired_time: 0.1883205473, output_fired_time: 0.0000000000, propagate_forward_time: 24.8207073212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321807861
validation[          , genome  6888] predictions:    9730/  10000 (97.30%), best:    9763/10000 (97.63%), error:       964.13171, best error:       791.61096 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 345.9569702148s, input_fired_time: 1.5694791079, output_fired_time: 1.1569463015, propagate_forward_time: 130.6397247314, propagate_backward_time: 200.5269775391, weight_update_time: 0.1654687375, other_time: 12.0638275146
epoch time: 25.2226543427s, input_fired_time: 0.1911990494, output_fired_time: 0.0000000000, propagate_forward_time: 24.4962215424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5352344513
validation[          , genome  6888] predictions:    9676/  10000 (96.76%), best:    9763/10000 (97.63%), error:      1083.91138, best error:       791.61096 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 363.3834228516s, input_fired_time: 1.5267971754, output_fired_time: 6.1943268776, propagate_forward_time: 134.4596710205, propagate_backward_time: 215.0625610352, weight_update_time: 0.1581264734, other_time: 6.1400604248
epoch time: 25.4976654053s, input_fired_time: 0.1857570261, output_fired_time: 0.0000000000, propagate_forward_time: 21.8076820374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5042266846
validation[          , genome  6888] predictions:    9750/  10000 (97.50%), best:    9763/10000 (97.63%), error:       852.20740, best error:       791.61096 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 344.6858825684s, input_fired_time: 3.5801901817, output_fired_time: 4.2335057259, propagate_forward_time: 106.5165557861, propagate_backward_time: 221.2852020264, weight_update_time: 0.1535079032, other_time: 9.0704040527
epoch time: 27.9808578491s, input_fired_time: 0.1942938119, output_fired_time: 0.0000000000, propagate_forward_time: 27.2143077850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5722560883
validation[          , genome  6888] predictions:    9746/  10000 (97.46%), best:    9763/10000 (97.63%), error:       853.99493, best error:       791.61096 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 354.6454467773s, input_fired_time: 2.6250152588, output_fired_time: 4.1717319489, propagate_forward_time: 133.1673736572, propagate_backward_time: 207.4845733643, weight_update_time: 2.1596515179, other_time: 7.1967773438
epoch time: 27.4411239624s, input_fired_time: 0.1976484060, output_fired_time: 0.0000000000, propagate_forward_time: 26.6291732788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6143016815
validation[          , genome  6888] predictions:    9689/  10000 (96.89%), best:    9763/10000 (97.63%), error:      1106.06250, best error:       791.61096 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 352.9265441895s, input_fired_time: 6.6342487335, output_fired_time: 5.1980619431, propagate_forward_time: 131.6736907959, propagate_backward_time: 204.0494384766, weight_update_time: 0.1579068750, other_time: 5.3711090088
epoch time: 27.4134349823s, input_fired_time: 0.2197906226, output_fired_time: 0.0000000000, propagate_forward_time: 24.6136264801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5800170898
validation[          , genome  6888] predictions:    9766/  10000 (97.66%), best:    9763/10000 (97.63%), error:       796.69403, best error:       791.61096 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 359.7607116699s, input_fired_time: 1.5848188400, output_fired_time: 3.2311775684, propagate_forward_time: 131.5882110596, propagate_backward_time: 219.1424102783, weight_update_time: 0.2298108041, other_time: 4.2141113281
epoch time: 28.1547126770s, input_fired_time: 1.2071702480, output_fired_time: 0.0000000000, propagate_forward_time: 24.3665428162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5809993744
validation[          , genome  6888] predictions:    9758/  10000 (97.58%), best:    9763/10000 (97.63%), error:       834.92493, best error:       791.61096 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 332.0141601563s, input_fired_time: 3.4909343719, output_fired_time: 5.2164859772, propagate_forward_time: 129.3965454102, propagate_backward_time: 188.8264465332, weight_update_time: 0.1587797701, other_time: 5.0837402344
epoch time: 24.7362918854s, input_fired_time: 0.1795764416, output_fired_time: 0.0000000000, propagate_forward_time: 22.0629138947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4938011169
validation[          , genome  6888] predictions:    9753/  10000 (97.53%), best:    9763/10000 (97.63%), error:       853.01923, best error:       791.61096 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 308.0146179199s, input_fired_time: 2.3761143684, output_fired_time: 1.0280306339, propagate_forward_time: 96.8892059326, propagate_backward_time: 204.0932312012, weight_update_time: 0.1414450705, other_time: 3.6280059814
epoch time: 23.5949974060s, input_fired_time: 0.1774325967, output_fired_time: 0.0000000000, propagate_forward_time: 22.9407482147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4768161774
validation[          , genome  6888] predictions:    9740/  10000 (97.40%), best:    9763/10000 (97.63%), error:       926.21313, best error:       791.61096 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 303.6783142090s, input_fired_time: 6.3689999580, output_fired_time: 3.0181138515, propagate_forward_time: 106.2459030151, propagate_backward_time: 181.4411315918, weight_update_time: 0.1409402937, other_time: 6.6041564941
epoch time: 24.4472045898s, input_fired_time: 0.1755661666, output_fired_time: 0.0000000000, propagate_forward_time: 23.8041934967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674453735
validation[          , genome  6888] predictions:    9747/  10000 (97.47%), best:    9763/10000 (97.63%), error:       850.88519, best error:       791.61096 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 308.0201110840s, input_fired_time: 3.3684558868, output_fired_time: 1.0395864248, propagate_forward_time: 115.7971572876, propagate_backward_time: 177.1554412842, weight_update_time: 0.1419111937, other_time: 10.6594696045
epoch time: 22.6075210571s, input_fired_time: 0.1744064987, output_fired_time: 0.0000000000, propagate_forward_time: 21.9682369232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4648780823
validation[          , genome  6888] predictions:    9711/  10000 (97.11%), best:    9763/10000 (97.63%), error:      1021.73456, best error:       791.61096 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 307.4705200195s, input_fired_time: 4.4086589813, output_fired_time: 1.0271782875, propagate_forward_time: 111.5687484741, propagate_backward_time: 181.8214721680, weight_update_time: 0.1401196718, other_time: 8.6444396973
epoch time: 22.3853626251s, input_fired_time: 0.1732397676, output_fired_time: 0.0000000000, propagate_forward_time: 19.7475223541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4645996094
validation[          , genome  6888] predictions:    9753/  10000 (97.53%), best:    9763/10000 (97.63%), error:       914.23926, best error:       791.61096 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 305.0817871094s, input_fired_time: 3.3641970158, output_fired_time: 2.0337488651, propagate_forward_time: 102.4755401611, propagate_backward_time: 191.6005401611, weight_update_time: 0.1408728510, other_time: 5.6077575684
epoch time: 24.4337692261s, input_fired_time: 2.1756951809, output_fired_time: 0.0000000000, propagate_forward_time: 21.7818088531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762649536
validation[          , genome  6888] predictions:    9766/  10000 (97.66%), best:    9763/10000 (97.63%), error:       809.33740, best error:       791.61096 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 305.1277770996s, input_fired_time: 7.3673906326, output_fired_time: 4.0400929451, propagate_forward_time: 97.4009017944, propagate_backward_time: 187.6712341309, weight_update_time: 0.1418423504, other_time: 8.6481323242
epoch time: 23.4727287292s, input_fired_time: 1.1721220016, output_fired_time: 0.0000000000, propagate_forward_time: 18.8362598419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4643459320
validation[          , genome  6888] predictions:    9746/  10000 (97.46%), best:    9763/10000 (97.63%), error:       847.86206, best error:       791.61096 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 306.4266967773s, input_fired_time: 3.3714475632, output_fired_time: 1.0316505432, propagate_forward_time: 95.5608901978, propagate_backward_time: 196.8198089600, weight_update_time: 0.1406048536, other_time: 9.6428985596
epoch time: 23.4266185760s, input_fired_time: 0.1745605469, output_fired_time: 0.0000000000, propagate_forward_time: 20.7815151215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4705429077
validation[          , genome  6888] predictions:    9764/  10000 (97.64%), best:    9763/10000 (97.63%), error:       812.52881, best error:       791.61096 on epoch:    71, 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: 120.1778259277s, input_fired_time: 2.8738603592, output_fired_time: 0.0000000000, propagate_forward_time: 111.8512496948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4527130127
best training[          , genome  6888] predictions:   49589/  50000 (99.18%), best:    9763/10000 (97.63%), error:      1604.56262, best error:       791.61096 on epoch:    71, 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: 23.9379234314s, input_fired_time: 2.1767055988, output_fired_time: 0.0000000000, propagate_forward_time: 19.2448539734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5163631439
   testing[          , genome  6888] predictions:    9788/  10000 (97.88%), best:    9763/10000 (97.63%), error:       708.16418, best error:       791.61096 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:23:33 (4996): called boinc_finish(0)

</stderr_txt>
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