Nameexact_genome_1512568488_44_7135_0
Workunit2606983
Created8 Dec 2017, 0:03:04 UTC
Sent8 Dec 2017, 0:11:50 UTC
Report deadline17 Dec 2017, 13:57:57 UTC
Received8 Dec 2017, 14:42:22 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55884
Run time3 hours 55 min 24 sec
CPU time3 hours 51 min 11 sec
Validate stateValid
Credit2,393.43
Device peak FLOPS2.70 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.55 MB
Peak swap size155.26 MB
Peak disk usage1.13 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
 propagate_forward_time: 47.9493751526, propagate_backward_time: 73.2570190430, weight_update_time: 0.1796644479, other_time: 3.7899932861
epoch time: 10.6695775986s, input_fired_time: 0.1850919873, output_fired_time: 0.0000000000, propagate_forward_time: 9.8687992096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6156864166
validation[          , genome  7135] predictions:    9695/  10000 (96.95%), best:    9709/10000 (97.09%), error:      1019.25409, best error:       969.08673 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 128.6272277832s, input_fired_time: 1.5961037874, output_fired_time: 1.2353371382, propagate_forward_time: 48.5368995667, propagate_backward_time: 73.4723968506, weight_update_time: 0.1915802807, other_time: 3.7864837646
epoch time: 10.5395879745s, input_fired_time: 0.1797781885, output_fired_time: 0.0000000000, propagate_forward_time: 9.7396116257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6201982498
validation[          , genome  7135] predictions:    9704/  10000 (97.04%), best:    9709/10000 (97.09%), error:      1009.69006, best error:       969.08673 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 128.5643157959s, input_fired_time: 1.6132234335, output_fired_time: 1.1936010122, propagate_forward_time: 48.4000778198, propagate_backward_time: 73.5582809448, weight_update_time: 0.1741847545, other_time: 3.7991333008
epoch time: 10.6995697021s, input_fired_time: 0.1796256304, output_fired_time: 0.0000000000, propagate_forward_time: 9.8701639175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6497802734
validation[          , genome  7135] predictions:    9707/  10000 (97.07%), best:    9709/10000 (97.09%), error:       971.97821, best error:       969.08673 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 128.6311035156s, input_fired_time: 1.5973117352, output_fired_time: 1.2967810631, propagate_forward_time: 48.4533805847, propagate_backward_time: 73.5606536865, weight_update_time: 0.1831037849, other_time: 3.7229766846
epoch time: 10.4952316284s, input_fired_time: 0.1783630401, output_fired_time: 0.0000000000, propagate_forward_time: 9.7024869919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6143817902
validation[          , genome  7135] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       895.66309, best error:       895.66309 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 128.4542541504s, input_fired_time: 1.6685066223, output_fired_time: 1.1936129332, propagate_forward_time: 48.2090835571, propagate_backward_time: 73.6758193970, weight_update_time: 0.1694072783, other_time: 3.7072372437
epoch time: 10.4845914841s, input_fired_time: 0.1799190640, output_fired_time: 0.0000000000, propagate_forward_time: 9.6840286255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6206436157
validation[          , genome  7135] predictions:    9691/  10000 (96.91%), best:    9738/10000 (97.38%), error:       978.31183, best error:       895.66309 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 128.4781036377s, input_fired_time: 1.6345415115, output_fired_time: 1.2809160948, propagate_forward_time: 48.1919288635, propagate_backward_time: 73.5782699585, weight_update_time: 0.1722031832, other_time: 3.7924423218
epoch time: 11.0195608139s, input_fired_time: 0.1882955134, output_fired_time: 0.0000000000, propagate_forward_time: 10.1647272110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6665382385
validation[          , genome  7135] predictions:    9669/  10000 (96.69%), best:    9738/10000 (97.38%), error:      1097.04724, best error:       895.66309 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 127.8167343140s, input_fired_time: 1.5903843641, output_fired_time: 1.1986565590, propagate_forward_time: 48.3308830261, propagate_backward_time: 73.0196228027, weight_update_time: 0.1697684973, other_time: 3.6771850586
epoch time: 10.4395961761s, input_fired_time: 0.1835336387, output_fired_time: 0.0000000000, propagate_forward_time: 9.5923967361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6636657715
validation[          , genome  7135] predictions:    9705/  10000 (97.05%), best:    9738/10000 (97.38%), error:       946.92859, best error:       895.66309 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 129.0353240967s, input_fired_time: 1.6127158403, output_fired_time: 1.2206552029, propagate_forward_time: 48.5727920532, propagate_backward_time: 73.9123153687, weight_update_time: 0.1757170856, other_time: 3.7168426514
epoch time: 10.5927486420s, input_fired_time: 0.1798060834, output_fired_time: 0.0000000000, propagate_forward_time: 9.7857542038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6271886826
validation[          , genome  7135] predictions:    9677/  10000 (96.77%), best:    9738/10000 (97.38%), error:      1168.90625, best error:       895.66309 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 127.9951019287s, input_fired_time: 1.6179851294, output_fired_time: 1.1955322027, propagate_forward_time: 48.3346176147, propagate_backward_time: 73.1366195679, weight_update_time: 0.1733579040, other_time: 3.7103424072
epoch time: 10.4415845871s, input_fired_time: 0.1787577569, output_fired_time: 0.0000000000, propagate_forward_time: 9.6496047974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6132221222
validation[          , genome  7135] predictions:    9709/  10000 (97.09%), best:    9738/10000 (97.38%), error:      1015.03577, best error:       895.66309 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 128.6051635742s, input_fired_time: 1.6269682646, output_fired_time: 1.2433927059, propagate_forward_time: 48.2268028259, propagate_backward_time: 73.7850189209, weight_update_time: 0.1689713895, other_time: 3.7229766846
epoch time: 10.5319490433s, input_fired_time: 0.1850094646, output_fired_time: 0.0000000000, propagate_forward_time: 9.7235984802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6233415604
validation[          , genome  7135] predictions:    9728/  10000 (97.28%), best:    9738/10000 (97.38%), error:       922.81946, best error:       895.66309 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 128.4408569336s, input_fired_time: 1.6268643141, output_fired_time: 1.2232887745, propagate_forward_time: 48.3968696594, propagate_backward_time: 73.4888534546, weight_update_time: 0.1702937484, other_time: 3.7049789429
epoch time: 10.5981426239s, input_fired_time: 0.1845090091, output_fired_time: 0.0000000000, propagate_forward_time: 9.7682895660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6453437805
validation[          , genome  7135] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       872.17902, best error:       872.17902 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 128.5405578613s, input_fired_time: 1.6467576027, output_fired_time: 1.2063881159, propagate_forward_time: 48.5948715210, propagate_backward_time: 73.3645401001, weight_update_time: 0.1686472297, other_time: 3.7279968262
epoch time: 11.0809841156s, input_fired_time: 0.1979479492, output_fired_time: 0.0000000000, propagate_forward_time: 10.2259721756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6570644379
validation[          , genome  7135] predictions:    9740/  10000 (97.40%), best:    9743/10000 (97.43%), error:       902.17719, best error:       872.17902 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 129.3737640381s, input_fired_time: 1.6920422316, output_fired_time: 1.2270119190, propagate_forward_time: 48.6612739563, propagate_backward_time: 74.1103591919, weight_update_time: 0.1691379845, other_time: 3.6830825806
epoch time: 10.5364360809s, input_fired_time: 0.1871124655, output_fired_time: 0.0000000000, propagate_forward_time: 9.6770830154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6722402573
validation[          , genome  7135] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       834.75977, best error:       834.75977 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 128.8393096924s, input_fired_time: 1.6422865391, output_fired_time: 1.1951096058, propagate_forward_time: 48.4175224304, propagate_backward_time: 73.8217544556, weight_update_time: 0.1751347035, other_time: 3.7626419067
epoch time: 10.5445537567s, input_fired_time: 0.1822030842, output_fired_time: 0.0000000000, propagate_forward_time: 9.7195796967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6427707672
validation[          , genome  7135] predictions:    9679/  10000 (96.79%), best:    9756/10000 (97.56%), error:      1083.49048, best error:       834.75977 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 128.2755584717s, input_fired_time: 1.6058820486, output_fired_time: 1.1890201569, propagate_forward_time: 48.0071105957, propagate_backward_time: 73.7934036255, weight_update_time: 0.1702092588, other_time: 3.6801452637
epoch time: 10.4536085129s, input_fired_time: 0.1832595617, output_fired_time: 0.0000000000, propagate_forward_time: 9.6242361069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6461124420
validation[          , genome  7135] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       831.44177, best error:       831.44177 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 128.8862304688s, input_fired_time: 1.6245994568, output_fired_time: 1.1942378283, propagate_forward_time: 48.1768112183, propagate_backward_time: 74.1293640137, weight_update_time: 0.1757953018, other_time: 3.7612152100
epoch time: 10.4359483719s, input_fired_time: 0.1805837899, output_fired_time: 0.0000000000, propagate_forward_time: 9.6361665726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6191978455
validation[          , genome  7135] predictions:    9691/  10000 (96.91%), best:    9756/10000 (97.56%), error:      1030.50952, best error:       831.44177 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 128.1766204834s, input_fired_time: 1.6040557623, output_fired_time: 1.2002533674, propagate_forward_time: 48.0342254639, propagate_backward_time: 73.5862960815, weight_update_time: 0.1711638719, other_time: 3.7517852783
epoch time: 10.6996412277s, input_fired_time: 0.2005089372, output_fired_time: 0.0000000000, propagate_forward_time: 9.8755712509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6235609055
validation[          , genome  7135] predictions:    9730/  10000 (97.30%), best:    9756/10000 (97.56%), error:       898.06488, best error:       831.44177 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 128.5373229980s, input_fired_time: 1.6935777664, output_fired_time: 1.2362774611, propagate_forward_time: 48.0702171326, propagate_backward_time: 73.7677001953, weight_update_time: 0.1726510823, other_time: 3.7695465088
epoch time: 10.7607517242s, input_fired_time: 0.1901818663, output_fired_time: 0.0000000000, propagate_forward_time: 9.9143171310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6562528610
validation[          , genome  7135] predictions:    9730/  10000 (97.30%), best:    9756/10000 (97.56%), error:       910.90112, best error:       831.44177 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 128.8898925781s, input_fired_time: 1.6480323076, output_fired_time: 1.2238707542, propagate_forward_time: 48.3570480347, propagate_backward_time: 73.9397430420, weight_update_time: 0.1703019887, other_time: 3.7211990356
epoch time: 10.4378623962s, input_fired_time: 0.1849832237, output_fired_time: 0.0000000000, propagate_forward_time: 9.5860986710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6667804718
validation[          , genome  7135] predictions:    9733/  10000 (97.33%), best:    9756/10000 (97.56%), error:       905.55475, best error:       831.44177 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 128.4775695801s, input_fired_time: 1.6141394377, output_fired_time: 1.1874113083, propagate_forward_time: 48.4453125000, propagate_backward_time: 73.5255508423, weight_update_time: 0.1807797253, other_time: 3.7051620483
epoch time: 10.8203458786s, input_fired_time: 0.1926704943, output_fired_time: 0.0000000000, propagate_forward_time: 9.9932622910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6344127655
validation[          , genome  7135] predictions:    9636/  10000 (96.36%), best:    9756/10000 (97.56%), error:      1210.96790, best error:       831.44177 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 127.9472122192s, input_fired_time: 1.6333602667, output_fired_time: 1.2409305573, propagate_forward_time: 48.1599349976, propagate_backward_time: 73.0906066895, weight_update_time: 0.1723127514, other_time: 3.8223800659
epoch time: 10.5272693634s, input_fired_time: 0.1880970597, output_fired_time: 0.0000000000, propagate_forward_time: 9.6688709259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6703014374
validation[          , genome  7135] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       816.96204, best error:       816.96204 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 128.3990325928s, input_fired_time: 1.5941677094, output_fired_time: 1.1703358889, propagate_forward_time: 47.9836311340, propagate_backward_time: 73.9805145264, weight_update_time: 0.1725430489, other_time: 3.6703796387
epoch time: 10.4307222366s, input_fired_time: 0.1798439026, output_fired_time: 0.0000000000, propagate_forward_time: 9.6034355164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6474428177
validation[          , genome  7135] predictions:    9695/  10000 (96.95%), best:    9756/10000 (97.56%), error:      1068.37512, best error:       816.96204 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 128.0073699951s, input_fired_time: 1.6076450348, output_fired_time: 1.2014271021, propagate_forward_time: 48.1043586731, propagate_backward_time: 73.3503570557, weight_update_time: 0.1695400178, other_time: 3.7435913086
epoch time: 10.8417558670s, input_fired_time: 0.1921561360, output_fired_time: 0.0000000000, propagate_forward_time: 10.0120630264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6375370026
validation[          , genome  7135] predictions:    9601/  10000 (96.01%), best:    9756/10000 (97.56%), error:      1279.24158, best error:       816.96204 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 128.6852722168s, input_fired_time: 1.6448076963, output_fired_time: 1.2320232391, propagate_forward_time: 48.3353271484, propagate_backward_time: 73.6953048706, weight_update_time: 0.1701148748, other_time: 3.7778091431
epoch time: 10.4547910690s, input_fired_time: 0.1856759489, output_fired_time: 0.0000000000, propagate_forward_time: 9.6131668091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6559486389
validation[          , genome  7135] predictions:    9716/  10000 (97.16%), best:    9756/10000 (97.56%), error:       948.51385, best error:       816.96204 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 127.4750442505s, input_fired_time: 1.6095062494, output_fired_time: 1.1927565336, propagate_forward_time: 47.9746513367, propagate_backward_time: 72.9840774536, weight_update_time: 0.1708065271, other_time: 3.7140579224
epoch time: 10.5863552094s, input_fired_time: 0.2043840289, output_fired_time: 0.0000000000, propagate_forward_time: 9.7134923935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6684789658
validation[          , genome  7135] predictions:    9729/  10000 (97.29%), best:    9756/10000 (97.56%), error:       903.00024, best error:       816.96204 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 128.4831085205s, input_fired_time: 1.6364736557, output_fired_time: 1.2455952168, propagate_forward_time: 48.3225021362, propagate_backward_time: 73.5282287598, weight_update_time: 0.1707278043, other_time: 3.7503051758
epoch time: 10.3969516754s, input_fired_time: 0.1827190071, output_fired_time: 0.0000000000, propagate_forward_time: 9.5808677673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6333646774
validation[          , genome  7135] predictions:    9733/  10000 (97.33%), best:    9756/10000 (97.56%), error:       882.31329, best error:       816.96204 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 127.7957534790s, input_fired_time: 1.6082185507, output_fired_time: 1.1891055107, propagate_forward_time: 48.2224464417, propagate_backward_time: 73.0804824829, weight_update_time: 0.1689526141, other_time: 3.6955032349
epoch time: 10.4647207260s, input_fired_time: 0.1861033887, output_fired_time: 0.0000000000, propagate_forward_time: 9.6196384430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6589784622
validation[          , genome  7135] predictions:    9754/  10000 (97.54%), best:    9756/10000 (97.56%), error:       869.53052, best error:       816.96204 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 128.3740234375s, input_fired_time: 1.6041812897, output_fired_time: 1.2016239166, propagate_forward_time: 48.1395378113, propagate_backward_time: 73.6337432861, weight_update_time: 0.1721563935, other_time: 3.7949371338
epoch time: 10.9954996109s, input_fired_time: 0.1961763054, output_fired_time: 0.0000000000, propagate_forward_time: 10.1281967163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6711263657
validation[          , genome  7135] predictions:    9739/  10000 (97.39%), best:    9756/10000 (97.56%), error:       867.82019, best error:       816.96204 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 129.2090606689s, input_fired_time: 1.6600666046, output_fired_time: 1.2126014233, propagate_forward_time: 48.8261337280, propagate_backward_time: 73.7443084717, weight_update_time: 0.1685947776, other_time: 3.7659530640
epoch time: 10.5965642929s, input_fired_time: 0.1895689368, output_fired_time: 0.0000000000, propagate_forward_time: 9.7703752518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6366205215
validation[          , genome  7135] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       807.09399, best error:       807.09399 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 128.3781280518s, input_fired_time: 1.6075565815, output_fired_time: 1.2327395678, propagate_forward_time: 48.1518707275, propagate_backward_time: 73.7005081177, weight_update_time: 0.1830638051, other_time: 3.6854476929
epoch time: 10.6164398193s, input_fired_time: 0.1854773313, output_fired_time: 0.0000000000, propagate_forward_time: 9.7945032120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6364593506
validation[          , genome  7135] predictions:    9722/  10000 (97.22%), best:    9764/10000 (97.64%), error:       913.44989, best error:       807.09399 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 127.8974304199s, input_fired_time: 1.6331429482, output_fired_time: 1.2387062311, propagate_forward_time: 47.9314765930, propagate_backward_time: 73.3106765747, weight_update_time: 0.1897513270, other_time: 3.7834243774
epoch time: 10.5465888977s, input_fired_time: 0.1835204214, output_fired_time: 0.0000000000, propagate_forward_time: 9.7311954498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6318731308
validation[          , genome  7135] predictions:    9696/  10000 (96.96%), best:    9764/10000 (97.64%), error:       992.47742, best error:       807.09399 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 128.3749542236s, input_fired_time: 1.6417858601, output_fired_time: 1.2114467621, propagate_forward_time: 48.3346595764, propagate_backward_time: 73.4497146606, weight_update_time: 0.1702763885, other_time: 3.7373428345
epoch time: 10.5949945450s, input_fired_time: 0.1852951050, output_fired_time: 0.0000000000, propagate_forward_time: 9.7757940292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6339054108
validation[          , genome  7135] predictions:    9698/  10000 (96.98%), best:    9764/10000 (97.64%), error:       985.47620, best error:       807.09399 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 128.7962646484s, input_fired_time: 1.6496686935, output_fired_time: 1.2142256498, propagate_forward_time: 48.3036079407, propagate_backward_time: 73.9127197266, weight_update_time: 0.1714143008, other_time: 3.7160491943
epoch time: 10.6501073837s, input_fired_time: 0.2105593681, output_fired_time: 0.0000000000, propagate_forward_time: 9.8112983704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6282501221
validation[          , genome  7135] predictions:    9750/  10000 (97.50%), best:    9764/10000 (97.64%), error:       889.44891, best error:       807.09399 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 129.0346984863s, input_fired_time: 1.6456607580, output_fired_time: 1.2274670601, propagate_forward_time: 48.4312133789, propagate_backward_time: 73.9822006226, weight_update_time: 0.1920421422, other_time: 3.7481536865
epoch time: 10.4408912659s, input_fired_time: 0.1830420792, output_fired_time: 0.0000000000, propagate_forward_time: 9.6241121292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6337366104
validation[          , genome  7135] predictions:    9715/  10000 (97.15%), best:    9764/10000 (97.64%), error:       936.67444, best error:       807.09399 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 128.1489562988s, input_fired_time: 1.6401576996, output_fired_time: 1.1918668747, propagate_forward_time: 48.1344528198, propagate_backward_time: 73.4855804443, weight_update_time: 0.1709880233, other_time: 3.6968994141
epoch time: 10.8711881638s, input_fired_time: 0.1876008511, output_fired_time: 0.0000000000, propagate_forward_time: 10.0560054779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6275815964
validation[          , genome  7135] predictions:    9746/  10000 (97.46%), best:    9764/10000 (97.64%), error:       866.97406, best error:       807.09399 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 128.6853485107s, input_fired_time: 1.6755207777, output_fired_time: 1.2192837000, propagate_forward_time: 48.4453620911, propagate_backward_time: 73.6586685181, weight_update_time: 0.1741888225, other_time: 3.6865158081
epoch time: 10.5597610474s, input_fired_time: 0.1867667884, output_fired_time: 0.0000000000, propagate_forward_time: 9.6960296631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6769647598
validation[          , genome  7135] predictions:    9601/  10000 (96.01%), best:    9764/10000 (97.64%), error:      1283.21313, best error:       807.09399 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 128.4200286865s, input_fired_time: 1.6146814823, output_fired_time: 1.2220424414, propagate_forward_time: 48.1393890381, propagate_backward_time: 73.7032470703, weight_update_time: 0.1703967452, other_time: 3.7406616211
epoch time: 10.4869813919s, input_fired_time: 0.1834921688, output_fired_time: 0.0000000000, propagate_forward_time: 9.6585292816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6449604034
validation[          , genome  7135] predictions:    9747/  10000 (97.47%), best:    9764/10000 (97.64%), error:       840.75891, best error:       807.09399 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 128.0152130127s, input_fired_time: 1.6116273403, output_fired_time: 1.1989403963, propagate_forward_time: 47.9949722290, propagate_backward_time: 73.5197982788, weight_update_time: 0.1697580814, other_time: 3.6898727417
epoch time: 10.6083126068s, input_fired_time: 0.1922112852, output_fired_time: 0.0000000000, propagate_forward_time: 9.7499475479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6661539078
validation[          , genome  7135] predictions:    9733/  10000 (97.33%), best:    9764/10000 (97.64%), error:       899.15161, best error:       807.09399 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 128.1205444336s, input_fired_time: 1.6247395277, output_fired_time: 1.1846318245, propagate_forward_time: 48.1111946106, propagate_backward_time: 73.5018997192, weight_update_time: 0.1690798253, other_time: 3.6980819702
epoch time: 10.4593887329s, input_fired_time: 0.1880666912, output_fired_time: 0.0000000000, propagate_forward_time: 9.6336774826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6376447678
validation[          , genome  7135] predictions:    9726/  10000 (97.26%), best:    9764/10000 (97.64%), error:       921.03479, best error:       807.09399 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 128.6211395264s, input_fired_time: 1.6317944527, output_fired_time: 1.1819401979, propagate_forward_time: 48.1497383118, propagate_backward_time: 73.9499893188, weight_update_time: 0.1694296449, other_time: 3.7076797485
epoch time: 10.4241170883s, input_fired_time: 0.1886824071, output_fired_time: 0.0000000000, propagate_forward_time: 9.5922298431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6432046890
validation[          , genome  7135] predictions:    9667/  10000 (96.67%), best:    9764/10000 (97.64%), error:      1046.85754, best error:       807.09399 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 128.6811218262s, input_fired_time: 1.6507821083, output_fired_time: 1.2697919607, propagate_forward_time: 48.4601135254, propagate_backward_time: 73.5781021118, weight_update_time: 0.1743924916, other_time: 3.7223358154
epoch time: 10.5954151154s, input_fired_time: 0.2108396441, output_fired_time: 0.0000000000, propagate_forward_time: 9.7504711151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6341047287
validation[          , genome  7135] predictions:    9758/  10000 (97.58%), best:    9764/10000 (97.64%), error:       839.96838, best error:       807.09399 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 128.3561248779s, input_fired_time: 1.6743571758, output_fired_time: 1.2107398510, propagate_forward_time: 48.3960914612, propagate_backward_time: 73.4065093994, weight_update_time: 0.1690791547, other_time: 3.6684265137
epoch time: 10.5781869888s, input_fired_time: 0.1871077865, output_fired_time: 0.0000000000, propagate_forward_time: 9.7574930191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6335859299
validation[          , genome  7135] predictions:    9711/  10000 (97.11%), best:    9764/10000 (97.64%), error:       972.96802, best error:       807.09399 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 128.3904418945s, input_fired_time: 1.6360580921, output_fired_time: 1.1794780493, propagate_forward_time: 48.0746154785, propagate_backward_time: 73.8552093506, weight_update_time: 0.1703943610, other_time: 3.6450805664
epoch time: 11.0634002686s, input_fired_time: 0.1900622547, output_fired_time: 0.0000000000, propagate_forward_time: 10.2332658768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6400718689
validation[          , genome  7135] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       797.81787, best error:       797.81787 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 127.8347167969s, input_fired_time: 1.6135940552, output_fired_time: 1.1808575392, propagate_forward_time: 48.1887435913, propagate_backward_time: 73.1276397705, weight_update_time: 0.1787031442, other_time: 3.7238845825
epoch time: 10.4807882309s, input_fired_time: 0.1874609590, output_fired_time: 0.0000000000, propagate_forward_time: 9.6790590286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6142683029
validation[          , genome  7135] predictions:    9744/  10000 (97.44%), best:    9767/10000 (97.67%), error:       836.66010, best error:       797.81787 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 129.0284423828s, input_fired_time: 1.7094699144, output_fired_time: 1.1986322403, propagate_forward_time: 48.3598594666, propagate_backward_time: 74.0507888794, weight_update_time: 0.1694571972, other_time: 3.7096939087
epoch time: 10.7681884766s, input_fired_time: 0.2014153451, output_fired_time: 0.0000000000, propagate_forward_time: 9.8676843643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6990890503
validation[          , genome  7135] predictions:    9752/  10000 (97.52%), best:    9767/10000 (97.67%), error:       858.21356, best error:       797.81787 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 129.5369110107s, input_fired_time: 1.6228904724, output_fired_time: 1.1872906685, propagate_forward_time: 48.6516914368, propagate_backward_time: 74.3838043213, weight_update_time: 0.1677472740, other_time: 3.6912231445
epoch time: 10.5000438690s, input_fired_time: 0.1849803925, output_fired_time: 0.0000000000, propagate_forward_time: 9.6800508499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6350126266
validation[          , genome  7135] predictions:    9746/  10000 (97.46%), best:    9767/10000 (97.67%), error:       853.61737, best error:       797.81787 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 127.1220855713s, input_fired_time: 1.6139664650, output_fired_time: 1.1779291630, propagate_forward_time: 47.7811164856, propagate_backward_time: 72.8740539551, weight_update_time: 0.1741954833, other_time: 3.6750183105
epoch time: 10.4137401581s, input_fired_time: 0.1838618219, output_fired_time: 0.0000000000, propagate_forward_time: 9.6124029160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6174755096
validation[          , genome  7135] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       783.60840, best error:       783.60840 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 129.8993530273s, input_fired_time: 1.6297609806, output_fired_time: 1.1989731789, propagate_forward_time: 48.6788063049, propagate_backward_time: 74.6530227661, weight_update_time: 0.1741772592, other_time: 3.7387924194
epoch time: 10.4317817688s, input_fired_time: 0.1890975535, output_fired_time: 0.0000000000, propagate_forward_time: 9.5651311874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6775531769
validation[          , genome  7135] predictions:    9730/  10000 (97.30%), best:    9766/10000 (97.66%), error:       895.40765, best error:       783.60840 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 127.9916610718s, input_fired_time: 1.6883940697, output_fired_time: 1.1847571135, propagate_forward_time: 48.1521453857, propagate_backward_time: 73.1827316284, weight_update_time: 0.2010682821, other_time: 3.7836380005
epoch time: 10.5827465057s, input_fired_time: 0.1841714531, output_fired_time: 0.0000000000, propagate_forward_time: 9.7625541687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6360206604
validation[          , genome  7135] predictions:    9732/  10000 (97.32%), best:    9766/10000 (97.66%), error:       876.90680, best error:       783.60840 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 128.5788879395s, input_fired_time: 1.6946069002, output_fired_time: 1.2236549854, propagate_forward_time: 48.1872558594, propagate_backward_time: 73.6918411255, weight_update_time: 0.1699801087, other_time: 3.7815246582
epoch time: 10.5203771591s, input_fired_time: 0.1842023283, output_fired_time: 0.0000000000, propagate_forward_time: 9.7205190659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6156558990
validation[          , genome  7135] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       737.16357, best error:       737.16357 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 128.1968536377s, input_fired_time: 1.6329239607, output_fired_time: 1.1769436598, propagate_forward_time: 48.2451553345, propagate_backward_time: 73.4686889648, weight_update_time: 0.1782914698, other_time: 3.6731414795
epoch time: 10.8676614761s, input_fired_time: 0.1876343787, output_fired_time: 0.0000000000, propagate_forward_time: 10.0417280197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6382989883
validation[          , genome  7135] predictions:    9761/  10000 (97.61%), best:    9782/10000 (97.82%), error:       848.27417, best error:       737.16357 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 129.6766510010s, input_fired_time: 1.6332269907, output_fired_time: 1.2060109377, propagate_forward_time: 48.5998840332, propagate_backward_time: 74.5221939087, weight_update_time: 0.1689451486, other_time: 3.7153396606
epoch time: 10.9673490524s, input_fired_time: 0.1909845024, output_fired_time: 0.0000000000, propagate_forward_time: 10.1383333206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6380310059
validation[          , genome  7135] predictions:    9755/  10000 (97.55%), best:    9782/10000 (97.82%), error:       841.59442, best error:       737.16357 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 127.5922317505s, input_fired_time: 1.6274384260, output_fired_time: 1.2250711918, propagate_forward_time: 47.9953384399, propagate_backward_time: 73.0003585815, weight_update_time: 0.1692783386, other_time: 3.7440185547
epoch time: 10.6483316422s, input_fired_time: 0.1896989942, output_fired_time: 0.0000000000, propagate_forward_time: 9.8085336685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6500988007
validation[          , genome  7135] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       730.56201, best error:       730.56201 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 128.7467651367s, input_fired_time: 1.6373854876, output_fired_time: 1.2075432539, propagate_forward_time: 48.4505310059, propagate_backward_time: 73.5952758789, weight_update_time: 0.1891658604, other_time: 3.8560333252
epoch time: 10.8788738251s, input_fired_time: 0.1909791976, output_fired_time: 0.0000000000, propagate_forward_time: 10.0120477676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6758470535
validation[          , genome  7135] predictions:    9787/  10000 (97.87%), best:    9784/10000 (97.84%), error:       794.87769, best error:       730.56201 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 129.9021453857s, input_fired_time: 1.6400829554, output_fired_time: 1.2333314419, propagate_forward_time: 48.6588516235, propagate_backward_time: 74.6298065186, weight_update_time: 0.1707618684, other_time: 3.7400817871
epoch time: 10.3656597137s, input_fired_time: 0.1848484725, output_fired_time: 0.0000000000, propagate_forward_time: 9.5453233719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6354875565
validation[          , genome  7135] predictions:    9761/  10000 (97.61%), best:    9784/10000 (97.84%), error:       824.54852, best error:       730.56201 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 129.0976409912s, input_fired_time: 1.6661925316, output_fired_time: 1.2154786587, propagate_forward_time: 48.3896522522, propagate_backward_time: 74.0975265503, weight_update_time: 0.1687601954, other_time: 3.7287979126
epoch time: 10.4724655151s, input_fired_time: 0.1912750751, output_fired_time: 0.0000000000, propagate_forward_time: 9.6406984329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6404924393
validation[          , genome  7135] predictions:    9742/  10000 (97.42%), best:    9784/10000 (97.84%), error:       901.80139, best error:       730.56201 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 127.8952331543s, input_fired_time: 1.6236604452, output_fired_time: 1.2133764029, propagate_forward_time: 47.9598770142, propagate_backward_time: 73.3380432129, weight_update_time: 0.1703527719, other_time: 3.7602767944
epoch time: 10.5952339172s, input_fired_time: 0.1875090748, output_fired_time: 0.0000000000, propagate_forward_time: 9.7807807922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6269435883
validation[          , genome  7135] predictions:    9773/  10000 (97.73%), best:    9784/10000 (97.84%), error:       781.57666, best error:       730.56201 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 128.6335754395s, input_fired_time: 1.6323397160, output_fired_time: 1.1783772707, propagate_forward_time: 48.0297012329, propagate_backward_time: 74.1048431396, weight_update_time: 0.1691096723, other_time: 3.6883163452
epoch time: 10.8182649612s, input_fired_time: 0.1901705563, output_fired_time: 0.0000000000, propagate_forward_time: 9.9937496185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6343450546
validation[          , genome  7135] predictions:    9778/  10000 (97.78%), best:    9784/10000 (97.84%), error:       804.03833, best error:       730.56201 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 127.8769149780s, input_fired_time: 1.6238390207, output_fired_time: 1.1769744158, propagate_forward_time: 47.9250450134, propagate_backward_time: 73.4365234375, weight_update_time: 0.1676853001, other_time: 3.7145385742
epoch time: 10.3990030289s, input_fired_time: 0.1868162602, output_fired_time: 0.0000000000, propagate_forward_time: 9.5976772308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6145095825
validation[          , genome  7135] predictions:    9685/  10000 (96.85%), best:    9784/10000 (97.84%), error:      1093.22559, best error:       730.56201 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 128.1561279297s, input_fired_time: 1.6660091877, output_fired_time: 1.1891959906, propagate_forward_time: 47.9923477173, propagate_backward_time: 73.4837570190, weight_update_time: 0.1708530337, other_time: 3.8248214722
epoch time: 10.7857999802s, input_fired_time: 0.1914354861, output_fired_time: 0.0000000000, propagate_forward_time: 9.9396905899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6546735764
validation[          , genome  7135] predictions:    9649/  10000 (96.49%), best:    9784/10000 (97.84%), error:      1197.03052, best error:       730.56201 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 129.0594787598s, input_fired_time: 1.6417510509, output_fired_time: 1.1772323847, propagate_forward_time: 48.1918449402, propagate_backward_time: 74.3385620117, weight_update_time: 0.1751203835, other_time: 3.7100830078
epoch time: 10.6701736450s, input_fired_time: 0.1916507035, output_fired_time: 0.0000000000, propagate_forward_time: 9.8375663757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6409568787
validation[          , genome  7135] predictions:    9788/  10000 (97.88%), best:    9784/10000 (97.84%), error:       744.96234, best error:       730.56201 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 127.7696762085s, input_fired_time: 1.6608223915, output_fired_time: 1.1772807837, propagate_forward_time: 47.8406219482, propagate_backward_time: 73.3677597046, weight_update_time: 0.1664963961, other_time: 3.7231903076
epoch time: 10.7023773193s, input_fired_time: 0.2040657103, output_fired_time: 0.0000000000, propagate_forward_time: 9.8556308746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6426811218
validation[          , genome  7135] predictions:    9772/  10000 (97.72%), best:    9784/10000 (97.84%), error:       786.25720, best error:       730.56201 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 127.9491195679s, input_fired_time: 1.6429153681, output_fired_time: 1.1753548384, propagate_forward_time: 48.1309928894, propagate_backward_time: 73.2702102661, weight_update_time: 0.1697930545, other_time: 3.7296524048
epoch time: 10.5350866318s, input_fired_time: 0.1910326481, output_fired_time: 0.0000000000, propagate_forward_time: 9.7095823288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6344718933
validation[          , genome  7135] predictions:    9761/  10000 (97.61%), best:    9784/10000 (97.84%), error:       799.34351, best error:       730.56201 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 129.0464477539s, input_fired_time: 1.6420080662, output_fired_time: 1.1907725334, propagate_forward_time: 48.5734214783, propagate_backward_time: 73.9111251831, weight_update_time: 0.1862904578, other_time: 3.7291183472
epoch time: 10.5109167099s, input_fired_time: 0.2052510232, output_fired_time: 0.0000000000, propagate_forward_time: 9.6468486786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6588172913
validation[          , genome  7135] predictions:    9751/  10000 (97.51%), best:    9784/10000 (97.84%), error:       855.48969, best error:       730.56201 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 127.8517761230s, input_fired_time: 1.6270644665, output_fired_time: 1.1665954590, propagate_forward_time: 48.0043182373, propagate_backward_time: 73.3718872070, weight_update_time: 0.1902526617, other_time: 3.6819076538
epoch time: 10.7375764847s, input_fired_time: 0.1986503750, output_fired_time: 0.0000000000, propagate_forward_time: 9.8550338745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6838922501
validation[          , genome  7135] predictions:    9766/  10000 (97.66%), best:    9784/10000 (97.84%), error:       768.20294, best error:       730.56201 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 128.4699859619s, input_fired_time: 1.6113985777, output_fired_time: 1.1598159075, propagate_forward_time: 48.3319358826, propagate_backward_time: 73.5862503052, weight_update_time: 0.1754901856, other_time: 3.7805862427
epoch time: 10.4995689392s, input_fired_time: 0.1872289628, output_fired_time: 0.0000000000, propagate_forward_time: 9.6711053848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6412343979
validation[          , genome  7135] predictions:    9747/  10000 (97.47%), best:    9784/10000 (97.84%), error:       823.43140, best error:       730.56201 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 128.8599243164s, input_fired_time: 1.6452542543, output_fired_time: 1.2619199753, propagate_forward_time: 48.3385963440, propagate_backward_time: 73.8975448608, weight_update_time: 0.1799501032, other_time: 3.7166061401
epoch time: 10.4729709625s, input_fired_time: 0.1872892976, output_fired_time: 0.0000000000, propagate_forward_time: 9.6666212082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6190605164
validation[          , genome  7135] predictions:    9767/  10000 (97.67%), best:    9784/10000 (97.84%), error:       799.61316, best error:       730.56201 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 128.6949768066s, input_fired_time: 1.6670016050, output_fired_time: 1.1954876184, propagate_forward_time: 48.2028732300, propagate_backward_time: 73.8195571899, weight_update_time: 0.1735332012, other_time: 3.8100585938
epoch time: 10.6773557663s, input_fired_time: 0.1957542151, output_fired_time: 0.0000000000, propagate_forward_time: 9.8217287064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6598730087
validation[          , genome  7135] predictions:    9740/  10000 (97.40%), best:    9784/10000 (97.84%), error:       871.65692, best error:       730.56201 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 129.6729736328s, input_fired_time: 1.6781760454, output_fired_time: 1.1633614302, propagate_forward_time: 48.5890350342, propagate_backward_time: 74.5230102539, weight_update_time: 0.1679289639, other_time: 3.7193908691
epoch time: 10.4405860901s, input_fired_time: 0.2023462504, output_fired_time: 0.0000000000, propagate_forward_time: 9.5856485367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6525917053
validation[          , genome  7135] predictions:    9699/  10000 (96.99%), best:    9784/10000 (97.84%), error:      1027.47217, best error:       730.56201 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 128.1697387695s, input_fired_time: 1.6807712317, output_fired_time: 1.1791081429, propagate_forward_time: 48.2533264160, propagate_backward_time: 73.3292007446, weight_update_time: 0.1972332448, other_time: 3.7273330688
epoch time: 10.4319524765s, input_fired_time: 0.1853187084, output_fired_time: 0.0000000000, propagate_forward_time: 9.6209802628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6256532669
validation[          , genome  7135] predictions:    9530/  10000 (95.30%), best:    9784/10000 (97.84%), error:      1529.70410, best error:       730.56201 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 128.9765625000s, input_fired_time: 1.6773784161, output_fired_time: 1.1955337524, propagate_forward_time: 48.6279830933, propagate_backward_time: 73.7301101685, weight_update_time: 0.1725577712, other_time: 3.7455596924
epoch time: 10.4781227112s, input_fired_time: 0.1861904263, output_fired_time: 0.0000000000, propagate_forward_time: 9.6634397507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6284923553
validation[          , genome  7135] predictions:    9769/  10000 (97.69%), best:    9784/10000 (97.84%), error:       757.13934, best error:       730.56201 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 129.1391296387s, input_fired_time: 1.6711425781, output_fired_time: 1.2041478157, propagate_forward_time: 48.5294723511, propagate_backward_time: 74.0194549561, weight_update_time: 0.1721203476, other_time: 3.7149124146
epoch time: 10.4006891251s, input_fired_time: 0.1889178455, output_fired_time: 0.0000000000, propagate_forward_time: 9.5801668167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6316041946
validation[          , genome  7135] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       790.20642, best error:       730.56201 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 128.2328033447s, input_fired_time: 1.6959609985, output_fired_time: 1.1907141209, propagate_forward_time: 48.2053260803, propagate_backward_time: 73.4660263062, weight_update_time: 0.1686502248, other_time: 3.6747817993
epoch time: 10.3516378403s, input_fired_time: 0.1946437359, output_fired_time: 0.0000000000, propagate_forward_time: 9.5282802582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6287136078
validation[          , genome  7135] predictions:    9754/  10000 (97.54%), best:    9784/10000 (97.84%), error:       874.91779, best error:       730.56201 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 128.7545318604s, input_fired_time: 1.6666749716, output_fired_time: 1.1744416952, propagate_forward_time: 48.3007087708, propagate_backward_time: 73.9149551392, weight_update_time: 0.1671633273, other_time: 3.6977615356
epoch time: 10.4432964325s, input_fired_time: 0.1914604157, output_fired_time: 0.0000000000, propagate_forward_time: 9.5777444839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6740913391
validation[          , genome  7135] predictions:    9785/  10000 (97.85%), best:    9784/10000 (97.84%), error:       765.80719, best error:       730.56201 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 127.7303390503s, input_fired_time: 1.7339680195, output_fired_time: 1.1862936020, propagate_forward_time: 48.0166740417, propagate_backward_time: 73.1459579468, weight_update_time: 0.1681515425, other_time: 3.6474380493
epoch time: 10.8829851151s, input_fired_time: 0.1931521147, output_fired_time: 0.0000000000, propagate_forward_time: 10.0365304947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6533021927
validation[          , genome  7135] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       768.10480, best error:       730.56201 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 129.2242126465s, input_fired_time: 1.6784737110, output_fired_time: 1.2196916342, propagate_forward_time: 48.1286964417, propagate_backward_time: 74.4592056274, weight_update_time: 0.1713834256, other_time: 3.7381515503
epoch time: 10.4786233902s, input_fired_time: 0.1873012334, output_fired_time: 0.0000000000, propagate_forward_time: 9.6648931503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6264286041
validation[          , genome  7135] predictions:    9757/  10000 (97.57%), best:    9784/10000 (97.84%), error:       827.35913, best error:       730.56201 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 128.6321258545s, input_fired_time: 1.6631489992, output_fired_time: 1.1987835169, propagate_forward_time: 48.1764717102, propagate_backward_time: 73.8803176880, weight_update_time: 0.1713242829, other_time: 3.7134017944
epoch time: 10.5996637344s, input_fired_time: 0.1925019920, output_fired_time: 0.0000000000, propagate_forward_time: 9.7789840698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281776428
validation[          , genome  7135] predictions:    9752/  10000 (97.52%), best:    9784/10000 (97.84%), error:       864.86237, best error:       730.56201 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 129.0966339111s, input_fired_time: 1.6669983864, output_fired_time: 1.1938744783, propagate_forward_time: 48.2636680603, propagate_backward_time: 74.2477645874, weight_update_time: 0.1737544984, other_time: 3.7243270874
epoch time: 10.5760517120s, input_fired_time: 0.2298623174, output_fired_time: 0.0000000000, propagate_forward_time: 9.7238855362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6223039627
validation[          , genome  7135] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       754.33191, best error:       730.56201 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 129.5597839355s, input_fired_time: 1.6537452936, output_fired_time: 1.2360302210, propagate_forward_time: 48.7030906677, propagate_backward_time: 74.2336349487, weight_update_time: 0.1724942327, other_time: 3.7332839966
epoch time: 10.5962343216s, input_fired_time: 0.1927472651, output_fired_time: 0.0000000000, propagate_forward_time: 9.7732086182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6302785873
validation[          , genome  7135] predictions:    9676/  10000 (96.76%), best:    9784/10000 (97.84%), error:      1075.75220, best error:       730.56201 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 129.1319122314s, input_fired_time: 1.6618939638, output_fired_time: 1.1521137953, propagate_forward_time: 48.4981079102, propagate_backward_time: 74.0771560669, weight_update_time: 0.1680219918, other_time: 3.7426376343
epoch time: 10.4836874008s, input_fired_time: 0.1983297765, output_fired_time: 0.0000000000, propagate_forward_time: 9.6410284042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6443290710
validation[          , genome  7135] predictions:    9768/  10000 (97.68%), best:    9784/10000 (97.84%), error:       813.50641, best error:       730.56201 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 130.0287017822s, input_fired_time: 1.6540416479, output_fired_time: 1.2185375690, propagate_forward_time: 48.8531188965, propagate_backward_time: 74.6227645874, weight_update_time: 0.1700623035, other_time: 3.6802444458
epoch time: 10.5638084412s, input_fired_time: 0.1942201108, output_fired_time: 0.0000000000, propagate_forward_time: 9.7199220657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6496658325
validation[          , genome  7135] predictions:    9762/  10000 (97.62%), best:    9784/10000 (97.84%), error:       810.75232, best error:       730.56201 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 128.9700927734s, input_fired_time: 1.6615343094, output_fired_time: 1.1999484301, propagate_forward_time: 48.3178253174, propagate_backward_time: 74.0990447998, weight_update_time: 0.1705675572, other_time: 3.6917343140
epoch time: 10.8730411530s, input_fired_time: 0.2026816308, output_fired_time: 0.0000000000, propagate_forward_time: 10.0030250549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6673345566
validation[          , genome  7135] predictions:    9753/  10000 (97.53%), best:    9784/10000 (97.84%), error:       856.58093, best error:       730.56201 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 128.4662322998s, input_fired_time: 1.6554214954, output_fired_time: 1.1896975040, propagate_forward_time: 48.4678802490, propagate_backward_time: 73.4789199829, weight_update_time: 0.1687746942, other_time: 3.6743164062
epoch time: 10.5708751678s, input_fired_time: 0.1979586333, output_fired_time: 0.0000000000, propagate_forward_time: 9.6803722382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6925439835
validation[          , genome  7135] predictions:    9753/  10000 (97.53%), best:    9784/10000 (97.84%), error:       825.38922, best error:       730.56201 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 128.5682678223s, input_fired_time: 1.6638438702, output_fired_time: 1.1791300774, propagate_forward_time: 48.1673355103, propagate_backward_time: 73.8332748413, weight_update_time: 0.1709194034, other_time: 3.7246856689
epoch time: 11.0090494156s, input_fired_time: 0.2005452067, output_fired_time: 0.0000000000, propagate_forward_time: 10.1394996643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6690044403
validation[          , genome  7135] predictions:    9770/  10000 (97.70%), best:    9784/10000 (97.84%), error:       828.95123, best error:       730.56201 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 128.2189636230s, input_fired_time: 1.6677296162, output_fired_time: 1.1789703369, propagate_forward_time: 48.0527381897, propagate_backward_time: 73.6608352661, weight_update_time: 0.1667317152, other_time: 3.6586837769
epoch time: 10.8266372681s, input_fired_time: 0.2145803720, output_fired_time: 0.0000000000, propagate_forward_time: 9.9525823593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6594743729
validation[          , genome  7135] predictions:    9762/  10000 (97.62%), best:    9784/10000 (97.84%), error:       795.64288, best error:       730.56201 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 127.9032211304s, input_fired_time: 1.6327353716, output_fired_time: 1.2019017935, propagate_forward_time: 47.9758224487, propagate_backward_time: 73.3164138794, weight_update_time: 0.1711628139, other_time: 3.7763442993
epoch time: 10.5833282471s, input_fired_time: 0.1904210299, output_fired_time: 0.0000000000, propagate_forward_time: 9.7699146271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6229925156
validation[          , genome  7135] predictions:    9750/  10000 (97.50%), best:    9784/10000 (97.84%), error:       895.88623, best error:       730.56201 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 128.2062835693s, input_fired_time: 1.6420443058, output_fired_time: 1.2414631844, propagate_forward_time: 48.2876663208, propagate_backward_time: 73.2921905518, weight_update_time: 0.1706133783, other_time: 3.7429199219
epoch time: 10.6967582703s, input_fired_time: 0.1913402826, output_fired_time: 0.0000000000, propagate_forward_time: 9.8788900375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6265277863
validation[          , genome  7135] predictions:    9742/  10000 (97.42%), best:    9784/10000 (97.84%), error:       852.48975, best error:       730.56201 on epoch:    66, 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: 53.5396728516s, input_fired_time: 0.9936562777, output_fired_time: 0.0000000000, propagate_forward_time: 49.2240257263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3219909668
best training[          , genome  7135] predictions:   49539/  50000 (99.08%), best:    9784/10000 (97.84%), error:      1714.82507, best error:       730.56201 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 10.6532773972s, input_fired_time: 0.1884752810, output_fired_time: 0.0000000000, propagate_forward_time: 9.8295736313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6352281570
   testing[          , genome  7135] predictions:    9793/  10000 (97.93%), best:    9784/10000 (97.84%), error:       690.19257, best error:       730.56201 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:59:19 (31802): called boinc_finish(0)

</stderr_txt>
]]>