Nameexact_genome_1512568488_42_7163_1
Workunit2607040
Created8 Dec 2017, 0:10:43 UTC
Sent8 Dec 2017, 0:15:29 UTC
Report deadline16 Dec 2017, 17:59:50 UTC
Received8 Dec 2017, 12:55:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time3 hours 32 min 25 sec
CPU time3 hours 32 min 21 sec
Validate stateValid
Credit2,184.78
Device peak FLOPS3.78 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.50 MB
Peak swap size154.70 MB
Peak disk usage1.31 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
.5599484444, output_fired_time: 1.1031002998, propagate_forward_time: 48.2305107117, propagate_backward_time: 68.1377487183, weight_update_time: 0.1162263900, other_time: 2.6791915894
epoch time: 8.5331306458s, input_fired_time: 0.1596649289, output_fired_time: 0.0000000000, propagate_forward_time: 7.9415526390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4319128990
validation[          , genome  7163] predictions:    9668/  10000 (96.68%), best:    9692/10000 (96.92%), error:      1121.77527, best error:      1016.52771 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 126.4806442261s, input_fired_time: 1.6103434563, output_fired_time: 1.1452916861, propagate_forward_time: 50.5750465393, propagate_backward_time: 70.3965835571, weight_update_time: 0.1203088760, other_time: 2.7533798218
epoch time: 10.6424884796s, input_fired_time: 0.1857005656, output_fired_time: 0.0000000000, propagate_forward_time: 9.9564800262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003080368
validation[          , genome  7163] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       982.14722, best error:       982.14722 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 107.0125656128s, input_fired_time: 1.4444959164, output_fired_time: 0.9985268712, propagate_forward_time: 42.0321350098, propagate_backward_time: 60.1430397034, weight_update_time: 0.1010806412, other_time: 2.3943672180
epoch time: 12.0934686661s, input_fired_time: 0.1961750537, output_fired_time: 0.0000000000, propagate_forward_time: 11.3657064438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5315876007
validation[          , genome  7163] predictions:    9695/  10000 (96.95%), best:    9714/10000 (97.14%), error:      1001.75800, best error:       982.14722 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 112.1602020264s, input_fired_time: 1.5086197853, output_fired_time: 1.0503334999, propagate_forward_time: 44.2885398865, propagate_backward_time: 62.7903709412, weight_update_time: 0.1070681810, other_time: 2.5223426819
epoch time: 9.9524374008s, input_fired_time: 0.1804486364, output_fired_time: 0.0000000000, propagate_forward_time: 9.2961883545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4758005142
validation[          , genome  7163] predictions:    9649/  10000 (96.49%), best:    9714/10000 (97.14%), error:      1178.75696, best error:       982.14722 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 117.1514205933s, input_fired_time: 1.5231790543, output_fired_time: 1.0655864477, propagate_forward_time: 46.5331802368, propagate_backward_time: 65.4040145874, weight_update_time: 0.1112865880, other_time: 2.6254577637
epoch time: 10.8296804428s, input_fired_time: 0.1806281805, output_fired_time: 0.0000000000, propagate_forward_time: 10.1591386795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4899139404
validation[          , genome  7163] predictions:    9692/  10000 (96.92%), best:    9714/10000 (97.14%), error:      1011.92511, best error:       982.14722 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 117.4710540771s, input_fired_time: 1.5334924459, output_fired_time: 1.0719805956, propagate_forward_time: 46.6571006775, propagate_backward_time: 65.6064529419, weight_update_time: 0.1120831743, other_time: 2.6020278931
epoch time: 9.1836071014s, input_fired_time: 0.1610539854, output_fired_time: 0.0000000000, propagate_forward_time: 8.5934915543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290618896
validation[          , genome  7163] predictions:    9697/  10000 (96.97%), best:    9714/10000 (97.14%), error:       985.34662, best error:       982.14722 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 121.6729965210s, input_fired_time: 1.5653709173, output_fired_time: 1.1037333012, propagate_forward_time: 48.4135246277, propagate_backward_time: 67.9153289795, weight_update_time: 0.1150145009, other_time: 2.6750335693
epoch time: 11.3857975006s, input_fired_time: 0.1948348880, output_fired_time: 0.0000000000, propagate_forward_time: 10.6817016602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5092611313
validation[          , genome  7163] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       933.80664, best error:       933.80664 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 111.3483428955s, input_fired_time: 1.4883953333, output_fired_time: 1.0197410583, propagate_forward_time: 44.2455406189, propagate_backward_time: 62.1296920776, weight_update_time: 0.1056979299, other_time: 2.4649734497
epoch time: 9.8178796768s, input_fired_time: 0.1708271652, output_fired_time: 0.0000000000, propagate_forward_time: 9.1866979599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603548050
validation[          , genome  7163] predictions:    9686/  10000 (96.86%), best:    9709/10000 (97.09%), error:      1018.97015, best error:       933.80664 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 113.5452651978s, input_fired_time: 1.5444153547, output_fired_time: 1.0548760891, propagate_forward_time: 44.9975700378, propagate_backward_time: 63.3317108154, weight_update_time: 0.1106628254, other_time: 2.6166839600
epoch time: 11.3384170532s, input_fired_time: 0.1920809299, output_fired_time: 0.0000000000, propagate_forward_time: 10.6398115158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5065250397
validation[          , genome  7163] predictions:    9606/  10000 (96.06%), best:    9709/10000 (97.09%), error:      1186.06274, best error:       933.80664 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 124.2887954712s, input_fired_time: 1.5983543396, output_fired_time: 1.1167542934, propagate_forward_time: 49.4833679199, propagate_backward_time: 69.3762817383, weight_update_time: 0.1172870994, other_time: 2.7140426636
epoch time: 10.0763349533s, input_fired_time: 0.1752765030, output_fired_time: 0.0000000000, propagate_forward_time: 9.4408550262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602031708
validation[          , genome  7163] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       912.11133, best error:       912.11133 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 119.8514709473s, input_fired_time: 1.5566581488, output_fired_time: 1.0896918774, propagate_forward_time: 47.6202430725, propagate_backward_time: 67.0054550171, weight_update_time: 0.1119724885, other_time: 2.5794296265
epoch time: 11.8483695984s, input_fired_time: 0.2037686557, output_fired_time: 0.0000000000, propagate_forward_time: 11.1168260574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5277748108
validation[          , genome  7163] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       870.32520, best error:       870.32520 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 100.0240173340s, input_fired_time: 1.4464541674, output_fired_time: 0.9596350789, propagate_forward_time: 39.1654472351, propagate_backward_time: 56.0427207947, weight_update_time: 0.1000739411, other_time: 2.4097595215
epoch time: 8.4071502686s, input_fired_time: 0.1614420414, output_fired_time: 0.0000000000, propagate_forward_time: 7.8238711357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218373299
validation[          , genome  7163] predictions:    9704/  10000 (97.04%), best:    9731/10000 (97.31%), error:       911.68701, best error:       870.32520 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 111.1046218872s, input_fired_time: 1.4895367622, output_fired_time: 1.0238213539, propagate_forward_time: 43.6629600525, propagate_backward_time: 62.4575347900, weight_update_time: 0.1058257371, other_time: 2.4707641602
epoch time: 9.0045976639s, input_fired_time: 0.1631528586, output_fired_time: 0.0000000000, propagate_forward_time: 8.4123916626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290533066
validation[          , genome  7163] predictions:    9717/  10000 (97.17%), best:    9731/10000 (97.31%), error:       913.71509, best error:       870.32520 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 114.4838256836s, input_fired_time: 1.5314214230, output_fired_time: 1.0585112572, propagate_forward_time: 45.6626815796, propagate_backward_time: 63.6978302002, weight_update_time: 0.1075361371, other_time: 2.5333862305
epoch time: 10.3882560730s, input_fired_time: 0.1851477772, output_fired_time: 0.0000000000, propagate_forward_time: 9.7211217880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819860458
validation[          , genome  7163] predictions:    9725/  10000 (97.25%), best:    9731/10000 (97.31%), error:       898.00262, best error:       870.32520 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 113.1075668335s, input_fired_time: 1.5479711294, output_fired_time: 1.0563250780, propagate_forward_time: 44.9045028687, propagate_backward_time: 63.0172004700, weight_update_time: 0.1094775274, other_time: 2.5815620422
epoch time: 10.4219799042s, input_fired_time: 0.1816301644, output_fired_time: 0.0000000000, propagate_forward_time: 9.7608051300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795446396
validation[          , genome  7163] predictions:    9682/  10000 (96.82%), best:    9731/10000 (97.31%), error:       993.57959, best error:       870.32520 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 113.3743438721s, input_fired_time: 1.5143887997, output_fired_time: 1.0411475897, propagate_forward_time: 45.2815513611, propagate_backward_time: 63.0223579407, weight_update_time: 0.1060488671, other_time: 2.5149040222
epoch time: 10.2117862701s, input_fired_time: 0.1766988635, output_fired_time: 0.0000000000, propagate_forward_time: 9.5644598007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4706277847
validation[          , genome  7163] predictions:    9702/  10000 (97.02%), best:    9731/10000 (97.31%), error:       950.61102, best error:       870.32520 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 118.6748352051s, input_fired_time: 1.5607732534, output_fired_time: 1.0923895836, propagate_forward_time: 47.0991401672, propagate_backward_time: 66.3506927490, weight_update_time: 0.1109940410, other_time: 2.5718383789
epoch time: 9.3362703323s, input_fired_time: 0.1734393686, output_fired_time: 0.0000000000, propagate_forward_time: 8.7034740448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593572617
validation[          , genome  7163] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       862.70166, best error:       862.70166 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 115.3765029907s, input_fired_time: 1.5326975584, output_fired_time: 1.0620766878, propagate_forward_time: 45.6394958496, propagate_backward_time: 64.6211471558, weight_update_time: 0.1078550965, other_time: 2.5210800171
epoch time: 8.6676826477s, input_fired_time: 0.1684273630, output_fired_time: 0.0000000000, propagate_forward_time: 8.0637750626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354801178
validation[          , genome  7163] predictions:    9717/  10000 (97.17%), best:    9741/10000 (97.41%), error:       927.52051, best error:       862.70166 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 114.1970291138s, input_fired_time: 1.5331737995, output_fired_time: 1.0454367399, propagate_forward_time: 45.3462867737, propagate_backward_time: 63.6739463806, weight_update_time: 0.1103142872, other_time: 2.5981941223
epoch time: 9.2534389496s, input_fired_time: 0.1648882031, output_fired_time: 0.0000000000, propagate_forward_time: 8.6478137970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407367706
validation[          , genome  7163] predictions:    9723/  10000 (97.23%), best:    9741/10000 (97.41%), error:       922.80774, best error:       862.70166 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 127.3608016968s, input_fired_time: 1.6357522011, output_fired_time: 1.1416572332, propagate_forward_time: 50.8070411682, propagate_backward_time: 70.9989929199, weight_update_time: 0.1204558089, other_time: 2.7773590088
epoch time: 9.5633602142s, input_fired_time: 0.1787352413, output_fired_time: 0.0000000000, propagate_forward_time: 8.9230585098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615669250
validation[          , genome  7163] predictions:    9715/  10000 (97.15%), best:    9741/10000 (97.41%), error:       888.10602, best error:       862.70166 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 114.4530410767s, input_fired_time: 1.5145065784, output_fired_time: 1.0452269316, propagate_forward_time: 44.9284133911, propagate_backward_time: 64.4631958008, weight_update_time: 0.1076953486, other_time: 2.5017013550
epoch time: 9.2380990982s, input_fired_time: 0.1652358621, output_fired_time: 0.0000000000, propagate_forward_time: 8.6402063370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4326572418
validation[          , genome  7163] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       854.93372, best error:       854.93372 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 116.1487808228s, input_fired_time: 1.5593349934, output_fired_time: 1.0688003302, propagate_forward_time: 46.3756599426, propagate_backward_time: 64.5407333374, weight_update_time: 0.1106013954, other_time: 2.6042556763
epoch time: 11.2884407043s, input_fired_time: 0.1933823377, output_fired_time: 0.0000000000, propagate_forward_time: 10.5883255005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5067329407
validation[          , genome  7163] predictions:    9708/  10000 (97.08%), best:    9734/10000 (97.34%), error:       948.71820, best error:       854.93372 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 107.4093780518s, input_fired_time: 1.4706692696, output_fired_time: 0.9963262081, propagate_forward_time: 42.6145095825, propagate_backward_time: 59.9315223694, weight_update_time: 0.1023260504, other_time: 2.3963508606
epoch time: 9.0998182297s, input_fired_time: 0.1644983739, output_fired_time: 0.0000000000, propagate_forward_time: 8.5084686279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4268512726
validation[          , genome  7163] predictions:    9715/  10000 (97.15%), best:    9734/10000 (97.34%), error:       909.32294, best error:       854.93372 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 113.0156936646s, input_fired_time: 1.5410240889, output_fired_time: 1.0484299660, propagate_forward_time: 44.8492546082, propagate_backward_time: 62.9992332458, weight_update_time: 0.1098384932, other_time: 2.5777473450
epoch time: 11.2451276779s, input_fired_time: 0.1949491352, output_fired_time: 0.0000000000, propagate_forward_time: 10.5414371490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087413788
validation[          , genome  7163] predictions:    9725/  10000 (97.25%), best:    9734/10000 (97.34%), error:       889.07245, best error:       854.93372 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 122.5999298096s, input_fired_time: 1.6154791117, output_fired_time: 1.1127283573, propagate_forward_time: 48.6270179749, propagate_backward_time: 68.5195312500, weight_update_time: 0.1172168106, other_time: 2.7251739502
epoch time: 9.2800798416s, input_fired_time: 0.1732529402, output_fired_time: 0.0000000000, propagate_forward_time: 8.6555404663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512863159
validation[          , genome  7163] predictions:    9710/  10000 (97.10%), best:    9734/10000 (97.34%), error:       915.83942, best error:       854.93372 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 116.0812301636s, input_fired_time: 1.5402293205, output_fired_time: 1.0659991503, propagate_forward_time: 46.0219421387, propagate_backward_time: 64.9171981812, weight_update_time: 0.1081948951, other_time: 2.5358581543
epoch time: 10.3656892776s, input_fired_time: 0.1885527819, output_fired_time: 0.0000000000, propagate_forward_time: 9.6926774979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844589233
validation[          , genome  7163] predictions:    9723/  10000 (97.23%), best:    9734/10000 (97.34%), error:       858.42059, best error:       854.93372 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 114.7770996094s, input_fired_time: 1.5231928825, output_fired_time: 1.0599633455, propagate_forward_time: 45.0339736938, propagate_backward_time: 64.6156997681, weight_update_time: 0.1064321473, other_time: 2.5442657471
epoch time: 9.3367977142s, input_fired_time: 0.1686407328, output_fired_time: 0.0000000000, propagate_forward_time: 8.7238311768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4443254471
validation[          , genome  7163] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       824.00812, best error:       824.00812 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 122.8953323364s, input_fired_time: 1.5921617746, output_fired_time: 1.1084475517, propagate_forward_time: 48.5533523560, propagate_backward_time: 68.9518585205, weight_update_time: 0.1158696413, other_time: 2.6895141602
epoch time: 10.8193454742s, input_fired_time: 0.1868223697, output_fired_time: 0.0000000000, propagate_forward_time: 10.1455450058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4869785309
validation[          , genome  7163] predictions:    9697/  10000 (96.97%), best:    9736/10000 (97.36%), error:       935.62872, best error:       824.00812 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 126.5229721069s, input_fired_time: 1.6277300119, output_fired_time: 1.1388192177, propagate_forward_time: 50.5771865845, propagate_backward_time: 70.4286041260, weight_update_time: 0.1186236218, other_time: 2.7506332397
epoch time: 10.0120506287s, input_fired_time: 0.1745933890, output_fired_time: 0.0000000000, propagate_forward_time: 9.3811225891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4563350677
validation[          , genome  7163] predictions:    9708/  10000 (97.08%), best:    9736/10000 (97.36%), error:       919.29919, best error:       824.00812 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 116.3825378418s, input_fired_time: 1.5588436127, output_fired_time: 1.0650449991, propagate_forward_time: 46.2515640259, propagate_backward_time: 64.9257354736, weight_update_time: 0.1103436723, other_time: 2.5813446045
epoch time: 8.4461755753s, input_fired_time: 0.1689296663, output_fired_time: 0.0000000000, propagate_forward_time: 7.8516135216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4256320000
validation[          , genome  7163] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       846.65637, best error:       824.00812 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 112.4479370117s, input_fired_time: 1.5501863956, output_fired_time: 1.0470445156, propagate_forward_time: 44.3960227966, propagate_backward_time: 62.8679962158, weight_update_time: 0.1097924411, other_time: 2.5866851807
epoch time: 9.3332128525s, input_fired_time: 0.1728188545, output_fired_time: 0.0000000000, propagate_forward_time: 8.7047948837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555988312
validation[          , genome  7163] predictions:    9719/  10000 (97.19%), best:    9736/10000 (97.36%), error:       911.46271, best error:       824.00812 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 115.1232299805s, input_fired_time: 1.5337759256, output_fired_time: 1.0543199778, propagate_forward_time: 45.6622734070, propagate_backward_time: 64.3516845703, weight_update_time: 0.1084162518, other_time: 2.5211791992
epoch time: 9.0006637573s, input_fired_time: 0.1646884531, output_fired_time: 0.0000000000, propagate_forward_time: 8.4032659531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327096939
validation[          , genome  7163] predictions:    9719/  10000 (97.19%), best:    9736/10000 (97.36%), error:       943.02075, best error:       824.00812 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 112.0219802856s, input_fired_time: 1.5054167509, output_fired_time: 1.0364464521, propagate_forward_time: 44.4140510559, propagate_backward_time: 62.5891113281, weight_update_time: 0.1052841395, other_time: 2.4769592285
epoch time: 11.5433998108s, input_fired_time: 0.2008224428, output_fired_time: 0.0000000000, propagate_forward_time: 10.8205223083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5220546722
validation[          , genome  7163] predictions:    9713/  10000 (97.13%), best:    9736/10000 (97.36%), error:       896.45142, best error:       824.00812 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 114.0538253784s, input_fired_time: 1.5323860645, output_fired_time: 1.0566904545, propagate_forward_time: 44.9720687866, propagate_backward_time: 63.9195632935, weight_update_time: 0.1092339456, other_time: 2.5731124878
epoch time: 8.4677743912s, input_fired_time: 0.1635783315, output_fired_time: 0.0000000000, propagate_forward_time: 7.8774147034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267816544
validation[          , genome  7163] predictions:    9727/  10000 (97.27%), best:    9736/10000 (97.36%), error:       873.66968, best error:       824.00812 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 116.3866958618s, input_fired_time: 1.5647237301, output_fired_time: 1.0685050488, propagate_forward_time: 46.2319145203, propagate_backward_time: 64.9147262573, weight_update_time: 0.1113672405, other_time: 2.6068344116
epoch time: 9.6066951752s, input_fired_time: 0.1698989868, output_fired_time: 0.0000000000, propagate_forward_time: 8.9845447540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4522514343
validation[          , genome  7163] predictions:    9722/  10000 (97.22%), best:    9736/10000 (97.36%), error:       892.71790, best error:       824.00812 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 115.8727951050s, input_fired_time: 1.5324112177, output_fired_time: 1.0711171627, propagate_forward_time: 45.3391036987, propagate_backward_time: 65.4256362915, weight_update_time: 0.1075330675, other_time: 2.5045318604
epoch time: 9.3858699799s, input_fired_time: 0.1692293584, output_fired_time: 0.0000000000, propagate_forward_time: 8.7735519409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430885315
validation[          , genome  7163] predictions:    9703/  10000 (97.03%), best:    9736/10000 (97.36%), error:       992.82391, best error:       824.00812 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 116.5403137207s, input_fired_time: 1.5491430759, output_fired_time: 1.0594911575, propagate_forward_time: 46.0593910217, propagate_backward_time: 65.2854766846, weight_update_time: 0.1107458323, other_time: 2.5868072510
epoch time: 11.3065376282s, input_fired_time: 0.2016133219, output_fired_time: 0.0000000000, propagate_forward_time: 10.5892763138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5156478882
validation[          , genome  7163] predictions:    9729/  10000 (97.29%), best:    9736/10000 (97.36%), error:       851.28564, best error:       824.00812 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 119.9432830811s, input_fired_time: 1.5711083412, output_fired_time: 1.0746756792, propagate_forward_time: 47.7861099243, propagate_backward_time: 66.8688659668, weight_update_time: 0.1131702736, other_time: 2.6425247192
epoch time: 11.6036548615s, input_fired_time: 0.1939199269, output_fired_time: 0.0000000000, propagate_forward_time: 10.8847532272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5249814987
validation[          , genome  7163] predictions:    9699/  10000 (96.99%), best:    9736/10000 (97.36%), error:       971.99988, best error:       824.00812 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 102.6523208618s, input_fired_time: 1.4802733660, output_fired_time: 0.9688275456, propagate_forward_time: 40.3482398987, propagate_backward_time: 57.3827667236, weight_update_time: 0.1025578603, other_time: 2.4722175598
epoch time: 7.9230537415s, input_fired_time: 0.1608510613, output_fired_time: 0.0000000000, propagate_forward_time: 7.3544573784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4077453613
validation[          , genome  7163] predictions:    9652/  10000 (96.52%), best:    9736/10000 (97.36%), error:      1122.03687, best error:       824.00812 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 100.5910415649s, input_fired_time: 1.4735622406, output_fired_time: 0.9602531195, propagate_forward_time: 39.5920104980, propagate_backward_time: 56.1035003662, weight_update_time: 0.1012434363, other_time: 2.4617156982
epoch time: 8.0466871262s, input_fired_time: 0.1618327498, output_fired_time: 0.0000000000, propagate_forward_time: 7.4684438705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4164104462
validation[          , genome  7163] predictions:    9726/  10000 (97.26%), best:    9736/10000 (97.36%), error:       873.84833, best error:       824.00812 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 99.6910552979s, input_fired_time: 1.4691911936, output_fired_time: 0.9441170692, propagate_forward_time: 39.1171684265, propagate_backward_time: 55.6962471008, weight_update_time: 0.1014764681, other_time: 2.4643325806
epoch time: 10.4288120270s, input_fired_time: 0.1902104020, output_fired_time: 0.0000000000, propagate_forward_time: 9.7554855347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4831161499
validation[          , genome  7163] predictions:    9738/  10000 (97.38%), best:    9736/10000 (97.36%), error:       825.50867, best error:       824.00812 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 113.8203430176s, input_fired_time: 1.5624058247, output_fired_time: 1.0537698269, propagate_forward_time: 44.9389419556, propagate_backward_time: 63.6715049744, weight_update_time: 0.1102686450, other_time: 2.5937156677
epoch time: 9.3452987671s, input_fired_time: 0.1769288331, output_fired_time: 0.0000000000, propagate_forward_time: 8.7210655212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4473047256
validation[          , genome  7163] predictions:    9738/  10000 (97.38%), best:    9736/10000 (97.36%), error:       860.19269, best error:       824.00812 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 103.8310699463s, input_fired_time: 1.4946080446, output_fired_time: 0.9708657265, propagate_forward_time: 40.7888259888, propagate_backward_time: 58.0774345398, weight_update_time: 0.1038361415, other_time: 2.4993400574
epoch time: 8.4045524597s, input_fired_time: 0.1653937995, output_fired_time: 0.0000000000, propagate_forward_time: 7.8183164597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208421707
validation[          , genome  7163] predictions:    9724/  10000 (97.24%), best:    9736/10000 (97.36%), error:       866.40070, best error:       824.00812 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 117.0130004883s, input_fired_time: 1.5434230566, output_fired_time: 1.0721181631, propagate_forward_time: 46.3522834778, propagate_backward_time: 65.4927368164, weight_update_time: 0.1096014827, other_time: 2.5524291992
epoch time: 11.8889894485s, input_fired_time: 0.1984827220, output_fired_time: 0.0000000000, propagate_forward_time: 11.1695318222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5209751129
validation[          , genome  7163] predictions:    9723/  10000 (97.23%), best:    9736/10000 (97.36%), error:       882.91516, best error:       824.00812 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 123.1180496216s, input_fired_time: 1.6135373116, output_fired_time: 1.1269080639, propagate_forward_time: 48.9387474060, propagate_backward_time: 68.7726669312, weight_update_time: 0.1150219589, other_time: 2.6661911011
epoch time: 11.6559219360s, input_fired_time: 0.2062660754, output_fired_time: 0.0000000000, propagate_forward_time: 10.9220428467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5276126862
validation[          , genome  7163] predictions:    9728/  10000 (97.28%), best:    9736/10000 (97.36%), error:       862.29816, best error:       824.00812 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 126.4044952393s, input_fired_time: 1.6645165682, output_fired_time: 1.1482052803, propagate_forward_time: 50.3758430481, propagate_backward_time: 70.4378509521, weight_update_time: 0.1204702184, other_time: 2.7780761719
epoch time: 10.3689241409s, input_fired_time: 0.1860861182, output_fired_time: 0.0000000000, propagate_forward_time: 9.7036056519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792327881
validation[          , genome  7163] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       797.25604, best error:       797.25604 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 118.8303298950s, input_fired_time: 1.5774508715, output_fired_time: 1.0776828527, propagate_forward_time: 47.1307029724, propagate_backward_time: 66.4221420288, weight_update_time: 0.1125659645, other_time: 2.6223526001
epoch time: 9.0099945068s, input_fired_time: 0.1656721383, output_fired_time: 0.0000000000, propagate_forward_time: 8.4200010300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243211746
validation[          , genome  7163] predictions:    9710/  10000 (97.10%), best:    9743/10000 (97.43%), error:       938.89764, best error:       797.25604 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 109.6433029175s, input_fired_time: 1.5183073282, output_fired_time: 1.0193971395, propagate_forward_time: 43.5490150452, propagate_backward_time: 61.0762329102, weight_update_time: 0.1044497564, other_time: 2.4803504944
epoch time: 8.1450958252s, input_fired_time: 0.1669373810, output_fired_time: 0.0000000000, propagate_forward_time: 7.5597996712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4183588028
validation[          , genome  7163] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       788.28119, best error:       788.28119 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 112.0724029541s, input_fired_time: 1.5363446474, output_fired_time: 1.0231349468, propagate_forward_time: 43.7283935547, propagate_backward_time: 63.1555290222, weight_update_time: 0.1095096469, other_time: 2.6290016174
epoch time: 9.4904413223s, input_fired_time: 0.1830553114, output_fired_time: 0.0000000000, propagate_forward_time: 8.8357076645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716787338
validation[          , genome  7163] predictions:    9732/  10000 (97.32%), best:    9758/10000 (97.58%), error:       903.22546, best error:       788.28119 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 98.8371582031s, input_fired_time: 1.4766893387, output_fired_time: 0.9420373440, propagate_forward_time: 38.8086242676, propagate_backward_time: 55.1999359131, weight_update_time: 0.0991820097, other_time: 2.4098663330
epoch time: 8.4016609192s, input_fired_time: 0.1671115607, output_fired_time: 0.0000000000, propagate_forward_time: 7.8124608994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220886230
validation[          , genome  7163] predictions:    9701/  10000 (97.01%), best:    9758/10000 (97.58%), error:       980.28564, best error:       788.28119 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 110.5829620361s, input_fired_time: 1.5544502735, output_fired_time: 1.0275056362, propagate_forward_time: 43.6637229919, propagate_backward_time: 61.7316665649, weight_update_time: 0.1089807823, other_time: 2.6056137085
epoch time: 8.5679283142s, input_fired_time: 0.1722172797, output_fired_time: 0.0000000000, propagate_forward_time: 7.9684205055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272904396
validation[          , genome  7163] predictions:    9747/  10000 (97.47%), best:    9758/10000 (97.58%), error:       842.34302, best error:       788.28119 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 118.9094390869s, input_fired_time: 1.6212177277, output_fired_time: 1.0884728432, propagate_forward_time: 47.3671607971, propagate_backward_time: 66.1270294189, weight_update_time: 0.1144649833, other_time: 2.7055664062
epoch time: 10.5000896454s, input_fired_time: 0.1876204759, output_fired_time: 0.0000000000, propagate_forward_time: 9.8228130341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4896564484
validation[          , genome  7163] predictions:    9749/  10000 (97.49%), best:    9758/10000 (97.58%), error:       793.44965, best error:       788.28119 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 109.9393463135s, input_fired_time: 1.5399940014, output_fired_time: 1.0227293968, propagate_forward_time: 43.5657272339, propagate_backward_time: 61.2307395935, weight_update_time: 0.1080384776, other_time: 2.5801582336
epoch time: 10.8563899994s, input_fired_time: 0.1920106560, output_fired_time: 0.0000000000, propagate_forward_time: 10.1694650650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4949140549
validation[          , genome  7163] predictions:    9739/  10000 (97.39%), best:    9758/10000 (97.58%), error:       836.45398, best error:       788.28119 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 124.1792907715s, input_fired_time: 1.6163251400, output_fired_time: 1.1363384724, propagate_forward_time: 49.3411674500, propagate_backward_time: 69.4346923828, weight_update_time: 0.1153408885, other_time: 2.6507720947
epoch time: 9.9156742096s, input_fired_time: 0.1812181771, output_fired_time: 0.0000000000, propagate_forward_time: 9.2758808136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4585752487
validation[          , genome  7163] predictions:    9726/  10000 (97.26%), best:    9758/10000 (97.58%), error:       888.69122, best error:       788.28119 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 113.6572036743s, input_fired_time: 1.5516740084, output_fired_time: 1.0556023121, propagate_forward_time: 45.2368240356, propagate_backward_time: 63.3087425232, weight_update_time: 0.1066964194, other_time: 2.5043601990
epoch time: 11.2519903183s, input_fired_time: 0.1990403533, output_fired_time: 0.0000000000, propagate_forward_time: 10.5436925888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5092573166
validation[          , genome  7163] predictions:    9689/  10000 (96.89%), best:    9758/10000 (97.58%), error:       991.20514, best error:       788.28119 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 122.1601638794s, input_fired_time: 1.6194400787, output_fired_time: 1.1124188900, propagate_forward_time: 48.7033233643, propagate_backward_time: 68.0598449707, weight_update_time: 0.1146418378, other_time: 2.6651382446
epoch time: 10.1786422729s, input_fired_time: 0.1822510511, output_fired_time: 0.0000000000, propagate_forward_time: 9.5359401703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604511261
validation[          , genome  7163] predictions:    9752/  10000 (97.52%), best:    9758/10000 (97.58%), error:       807.15814, best error:       788.28119 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 126.0031051636s, input_fired_time: 1.6450371742, output_fired_time: 1.1369824409, propagate_forward_time: 49.8365402222, propagate_backward_time: 70.6479339600, weight_update_time: 0.1191131845, other_time: 2.7366104126
epoch time: 10.3626785278s, input_fired_time: 0.1852912903, output_fired_time: 0.0000000000, propagate_forward_time: 9.7037553787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4736318588
validation[          , genome  7163] predictions:    9744/  10000 (97.44%), best:    9758/10000 (97.58%), error:       813.63818, best error:       788.28119 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 109.6004486084s, input_fired_time: 1.5190521479, output_fired_time: 1.0147786140, propagate_forward_time: 43.0686569214, propagate_backward_time: 61.5100669861, weight_update_time: 0.1052292138, other_time: 2.4878959656
epoch time: 10.4587154388s, input_fired_time: 0.1853643209, output_fired_time: 0.0000000000, propagate_forward_time: 9.7958555222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4774951935
validation[          , genome  7163] predictions:    9731/  10000 (97.31%), best:    9758/10000 (97.58%), error:       882.72949, best error:       788.28119 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 125.2217941284s, input_fired_time: 1.6487709284, output_fired_time: 1.1543990374, propagate_forward_time: 50.0126647949, propagate_backward_time: 69.7176971436, weight_update_time: 0.1157884151, other_time: 2.6882629395
epoch time: 9.5079669952s, input_fired_time: 0.1762858927, output_fired_time: 0.0000000000, propagate_forward_time: 8.8878202438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438610077
validation[          , genome  7163] predictions:    9726/  10000 (97.26%), best:    9758/10000 (97.58%), error:       888.97705, best error:       788.28119 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 115.3498229980s, input_fired_time: 1.5516480207, output_fired_time: 1.0560472012, propagate_forward_time: 45.5087852478, propagate_backward_time: 64.6721496582, weight_update_time: 0.1087916493, other_time: 2.5611877441
epoch time: 10.6569528580s, input_fired_time: 0.1866080314, output_fired_time: 0.0000000000, propagate_forward_time: 9.9797611237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4905834198
validation[          , genome  7163] predictions:    9699/  10000 (96.99%), best:    9758/10000 (97.58%), error:       944.16797, best error:       788.28119 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 123.1934661865s, input_fired_time: 1.6254172325, output_fired_time: 1.1169894934, propagate_forward_time: 49.2089614868, propagate_backward_time: 68.5649108887, weight_update_time: 0.1157088578, other_time: 2.6771850586
epoch time: 9.1674919128s, input_fired_time: 0.1714067459, output_fired_time: 0.0000000000, propagate_forward_time: 8.5645570755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315280914
validation[          , genome  7163] predictions:    9747/  10000 (97.47%), best:    9758/10000 (97.58%), error:       836.09766, best error:       788.28119 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 114.5002288818s, input_fired_time: 1.5499495268, output_fired_time: 1.0424755812, propagate_forward_time: 45.3743972778, propagate_backward_time: 64.0032501221, weight_update_time: 0.1078817919, other_time: 2.5301589966
epoch time: 9.2973928452s, input_fired_time: 0.1809988171, output_fired_time: 0.0000000000, propagate_forward_time: 8.6636838913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4527101517
validation[          , genome  7163] predictions:    9720/  10000 (97.20%), best:    9758/10000 (97.58%), error:       879.22870, best error:       788.28119 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 121.5361785889s, input_fired_time: 1.6231192350, output_fired_time: 1.1108002663, propagate_forward_time: 48.6752243042, propagate_backward_time: 67.4592666626, weight_update_time: 0.1144710258, other_time: 2.6677703857
epoch time: 11.4061355591s, input_fired_time: 0.1989919841, output_fired_time: 0.0000000000, propagate_forward_time: 10.6910352707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5161085129
validation[          , genome  7163] predictions:    9722/  10000 (97.22%), best:    9758/10000 (97.58%), error:       875.48688, best error:       788.28119 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 109.2369461060s, input_fired_time: 1.5564808846, output_fired_time: 1.0197417736, propagate_forward_time: 43.3900070190, propagate_backward_time: 60.7284965515, weight_update_time: 0.1068149805, other_time: 2.5422172546
epoch time: 8.4580497742s, input_fired_time: 0.1712665409, output_fired_time: 0.0000000000, propagate_forward_time: 7.8498692513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4369139671
validation[          , genome  7163] predictions:    9741/  10000 (97.41%), best:    9758/10000 (97.58%), error:       831.73358, best error:       788.28119 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 117.5358047485s, input_fired_time: 1.5787261724, output_fired_time: 1.0725363493, propagate_forward_time: 46.7738571167, propagate_backward_time: 65.5496749878, weight_update_time: 0.1103926823, other_time: 2.5610122681
epoch time: 10.0104913712s, input_fired_time: 0.1805637330, output_fired_time: 0.0000000000, propagate_forward_time: 9.3727951050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4571323395
validation[          , genome  7163] predictions:    9711/  10000 (97.11%), best:    9758/10000 (97.58%), error:       880.84064, best error:       788.28119 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 126.2920379639s, input_fired_time: 1.6544431448, output_fired_time: 1.1423989534, propagate_forward_time: 50.4253616333, propagate_backward_time: 70.3167572021, weight_update_time: 0.1187366322, other_time: 2.7530746460
epoch time: 8.9758071899s, input_fired_time: 0.1647915393, output_fired_time: 0.0000000000, propagate_forward_time: 8.3840341568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4269819260
validation[          , genome  7163] predictions:    9726/  10000 (97.26%), best:    9758/10000 (97.58%), error:       886.31836, best error:       788.28119 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 107.5592346191s, input_fired_time: 1.4880663157, output_fired_time: 0.9877924919, propagate_forward_time: 42.1503982544, propagate_backward_time: 60.5090293884, weight_update_time: 0.1032116637, other_time: 2.4239463806
epoch time: 8.9250535965s, input_fired_time: 0.1692414731, output_fired_time: 0.0000000000, propagate_forward_time: 8.3217983246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4340133667
validation[          , genome  7163] predictions:    9735/  10000 (97.35%), best:    9758/10000 (97.58%), error:       809.00232, best error:       788.28119 on epoch:    61, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 107.3153305054s, input_fired_time: 1.5080287457, output_fired_time: 0.9950244427, propagate_forward_time: 42.6110000610, propagate_backward_time: 59.7728881836, weight_update_time: 0.1025882140, other_time: 2.4283905029
epoch time: 8.8935480118s, input_fired_time: 0.1725449711, output_fired_time: 0.0000000000, propagate_forward_time: 8.2977914810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232110977
validation[          , genome  7163] predictions:    9638/  10000 (96.38%), best:    9758/10000 (97.58%), error:      1165.89795, best error:       788.28119 on epoch:    61, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 113.6134567261s, input_fired_time: 1.5764364004, output_fired_time: 1.0501095057, propagate_forward_time: 45.0424461365, propagate_backward_time: 63.3847694397, weight_update_time: 0.1094784960, other_time: 2.5596885681
epoch time: 11.4311838150s, input_fired_time: 0.2107032239, output_fired_time: 0.0000000000, propagate_forward_time: 10.6989927292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214881897
validation[          , genome  7163] predictions:    9750/  10000 (97.50%), best:    9758/10000 (97.58%), error:       834.80219, best error:       788.28119 on epoch:    61, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 111.1773452759s, input_fired_time: 1.5235977173, output_fired_time: 1.0192352533, propagate_forward_time: 43.6745834351, propagate_backward_time: 62.4850387573, weight_update_time: 0.1051667929, other_time: 2.4748916626
epoch time: 9.2219362259s, input_fired_time: 0.1719770581, output_fired_time: 0.0000000000, propagate_forward_time: 8.6152715683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346876144
validation[          , genome  7163] predictions:    9730/  10000 (97.30%), best:    9758/10000 (97.58%), error:       854.93121, best error:       788.28119 on epoch:    61, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 116.9956359863s, input_fired_time: 1.5716592073, output_fired_time: 1.0727692842, propagate_forward_time: 46.1811408997, propagate_backward_time: 65.6017303467, weight_update_time: 0.1088394746, other_time: 2.5683288574
epoch time: 10.2596998215s, input_fired_time: 0.1867939532, output_fired_time: 0.0000000000, propagate_forward_time: 9.5969152451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4759902954
validation[          , genome  7163] predictions:    9747/  10000 (97.47%), best:    9758/10000 (97.58%), error:       820.54376, best error:       788.28119 on epoch:    61, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 128.4092864990s, input_fired_time: 1.6547120810, output_fired_time: 1.1526199579, propagate_forward_time: 51.1920471191, propagate_backward_time: 71.6622924805, weight_update_time: 0.1209498271, other_time: 2.7476196289
epoch time: 12.0794687271s, input_fired_time: 0.2079399079, output_fired_time: 0.0000000000, propagate_forward_time: 11.3424491882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5290794373
validation[          , genome  7163] predictions:    9744/  10000 (97.44%), best:    9758/10000 (97.58%), error:       859.27802, best error:       788.28119 on epoch:    61, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 122.4154052734s, input_fired_time: 1.6307783127, output_fired_time: 1.1159421206, propagate_forward_time: 48.6858215332, propagate_backward_time: 68.3275222778, weight_update_time: 0.1147982031, other_time: 2.6553421021
epoch time: 8.9915704727s, input_fired_time: 0.1680362970, output_fired_time: 0.0000000000, propagate_forward_time: 8.4034156799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4201183319
validation[          , genome  7163] predictions:    9732/  10000 (97.32%), best:    9758/10000 (97.58%), error:       851.06268, best error:       788.28119 on epoch:    61, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 108.6838226318s, input_fired_time: 1.5040918589, output_fired_time: 0.9986299872, propagate_forward_time: 42.9252700806, propagate_backward_time: 60.8424568176, weight_update_time: 0.1027965769, other_time: 2.4133796692
epoch time: 9.0884857178s, input_fired_time: 0.1713564694, output_fired_time: 0.0000000000, propagate_forward_time: 8.4832534790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4338760376
validation[          , genome  7163] predictions:    9759/  10000 (97.59%), best:    9758/10000 (97.58%), error:       810.22595, best error:       788.28119 on epoch:    61, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 123.7589416504s, input_fired_time: 1.6503125429, output_fired_time: 1.1301910877, propagate_forward_time: 49.1354713440, propagate_backward_time: 69.1334838867, weight_update_time: 0.1170115843, other_time: 2.7094879150
epoch time: 9.0267858505s, input_fired_time: 0.1721101105, output_fired_time: 0.0000000000, propagate_forward_time: 8.4309759140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4236993790
validation[          , genome  7163] predictions:    9752/  10000 (97.52%), best:    9758/10000 (97.58%), error:       807.26050, best error:       788.28119 on epoch:    61, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 116.8587493896s, input_fired_time: 1.5867755413, output_fired_time: 1.0714697838, propagate_forward_time: 46.2837295532, propagate_backward_time: 65.3235168457, weight_update_time: 0.1109888926, other_time: 2.5932540894
epoch time: 11.9926338196s, input_fired_time: 0.2092863470, output_fired_time: 0.0000000000, propagate_forward_time: 11.2577209473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5256261826
validation[          , genome  7163] predictions:    9755/  10000 (97.55%), best:    9758/10000 (97.58%), error:       822.79254, best error:       788.28119 on epoch:    61, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 113.7665481567s, input_fired_time: 1.5884803534, output_fired_time: 1.0469914675, propagate_forward_time: 44.8647003174, propagate_backward_time: 63.6665496826, weight_update_time: 0.1109516472, other_time: 2.5998306274
epoch time: 12.0388011932s, input_fired_time: 0.2127233297, output_fired_time: 0.0000000000, propagate_forward_time: 11.2871026993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389747620
validation[          , genome  7163] predictions:    9706/  10000 (97.06%), best:    9758/10000 (97.58%), error:       878.60626, best error:       788.28119 on epoch:    61, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 119.1908111572s, input_fired_time: 1.5947924852, output_fired_time: 1.0781909227, propagate_forward_time: 47.4596405029, propagate_backward_time: 66.4724578857, weight_update_time: 0.1118502542, other_time: 2.5857238770
epoch time: 8.8854265213s, input_fired_time: 0.1708468497, output_fired_time: 0.0000000000, propagate_forward_time: 8.2838058472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307737350
validation[          , genome  7163] predictions:    9744/  10000 (97.44%), best:    9758/10000 (97.58%), error:       804.12872, best error:       788.28119 on epoch:    61, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 113.2096786499s, input_fired_time: 1.5512032509, output_fired_time: 1.0414389372, propagate_forward_time: 44.5263938904, propagate_backward_time: 63.6041908264, weight_update_time: 0.1057970747, other_time: 2.4864616394
epoch time: 9.0714921951s, input_fired_time: 0.1713447869, output_fired_time: 0.0000000000, propagate_forward_time: 8.4759836197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4241638184
validation[          , genome  7163] predictions:    9731/  10000 (97.31%), best:    9758/10000 (97.58%), error:       898.33026, best error:       788.28119 on epoch:    61, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 122.0227432251s, input_fired_time: 1.6252856255, output_fired_time: 1.1064076424, propagate_forward_time: 48.4531784058, propagate_backward_time: 68.1570892334, weight_update_time: 0.1264571100, other_time: 2.6807861328
epoch time: 9.2954969406s, input_fired_time: 0.1722254455, output_fired_time: 0.0000000000, propagate_forward_time: 8.6927051544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4305667877
validation[          , genome  7163] predictions:    9683/  10000 (96.83%), best:    9758/10000 (97.58%), error:      1026.42590, best error:       788.28119 on epoch:    61, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 117.2807846069s, input_fired_time: 1.5761209726, output_fired_time: 1.0818883181, propagate_forward_time: 46.5739250183, propagate_backward_time: 65.4894790649, weight_update_time: 0.1096512005, other_time: 2.5593795776
epoch time: 8.8937749863s, input_fired_time: 0.1721621454, output_fired_time: 0.0000000000, propagate_forward_time: 8.2974061966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4242067337
validation[          , genome  7163] predictions:    9725/  10000 (97.25%), best:    9758/10000 (97.58%), error:       901.21863, best error:       788.28119 on epoch:    61, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 117.8053665161s, input_fired_time: 1.5725449324, output_fired_time: 1.0794335604, propagate_forward_time: 46.4877243042, propagate_backward_time: 66.1035995483, weight_update_time: 0.1096470132, other_time: 2.5620574951
epoch time: 9.7714042664s, input_fired_time: 0.1941384822, output_fired_time: 0.0000000000, propagate_forward_time: 9.1179790497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592866898
validation[          , genome  7163] predictions:    9735/  10000 (97.35%), best:    9758/10000 (97.58%), error:       880.06903, best error:       788.28119 on epoch:    61, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 125.4580688477s, input_fired_time: 1.6584439278, output_fired_time: 1.1320674419, propagate_forward_time: 49.9570312500, propagate_backward_time: 69.9763336182, weight_update_time: 0.1177426577, other_time: 2.7341918945
epoch time: 10.1793422699s, input_fired_time: 0.1894516349, output_fired_time: 0.0000000000, propagate_forward_time: 9.5197601318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701309204
validation[          , genome  7163] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       774.53461, best error:       774.53461 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 114.3471908569s, input_fired_time: 1.5650500059, output_fired_time: 1.0406363010, propagate_forward_time: 45.2759246826, propagate_backward_time: 63.8941230774, weight_update_time: 0.1087519377, other_time: 2.5714607239
epoch time: 9.6575756073s, input_fired_time: 0.1815103292, output_fired_time: 0.0000000000, propagate_forward_time: 9.0186290741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574365616
validation[          , genome  7163] predictions:    9746/  10000 (97.46%), best:    9761/10000 (97.61%), error:       846.42126, best error:       774.53461 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 121.3727111816s, input_fired_time: 1.6315897703, output_fired_time: 1.1133240461, propagate_forward_time: 48.5285072327, propagate_backward_time: 67.4695281982, weight_update_time: 0.1130156666, other_time: 2.6297607422
epoch time: 9.1492452621s, input_fired_time: 0.1838029027, output_fired_time: 0.0000000000, propagate_forward_time: 8.5148439407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505987167
validation[          , genome  7163] predictions:    9723/  10000 (97.23%), best:    9761/10000 (97.61%), error:       878.56250, best error:       774.53461 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 103.5141830444s, input_fired_time: 1.5269265175, output_fired_time: 0.9802668095, propagate_forward_time: 40.6209335327, propagate_backward_time: 57.9174957275, weight_update_time: 0.1025958359, other_time: 2.4685592651
epoch time: 9.3493976593s, input_fired_time: 0.1790961176, output_fired_time: 0.0000000000, propagate_forward_time: 8.7163410187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539604187
validation[          , genome  7163] predictions:    9731/  10000 (97.31%), best:    9761/10000 (97.61%), error:       842.13049, best error:       774.53461 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 112.6393051147s, input_fired_time: 1.5543563366, output_fired_time: 1.0287404060, propagate_forward_time: 44.6053657532, propagate_backward_time: 62.8950042725, weight_update_time: 0.1077727154, other_time: 2.5558319092
epoch time: 8.9330711365s, input_fired_time: 0.1715103984, output_fired_time: 0.0000000000, propagate_forward_time: 8.3388748169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226856232
validation[          , genome  7163] predictions:    9735/  10000 (97.35%), best:    9761/10000 (97.61%), error:       806.35699, best error:       774.53461 on epoch:    96, 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: 45.0441398621s, input_fired_time: 0.8655408025, output_fired_time: 0.0000000000, propagate_forward_time: 41.9853019714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1932983398
best training[          , genome  7163] predictions:   49713/  50000 (99.43%), best:    9761/10000 (97.61%), error:      1316.67029, best error:       774.53461 on epoch:    96, 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: 8.8672771454s, input_fired_time: 0.1693433970, output_fired_time: 0.0000000000, propagate_forward_time: 8.2676753998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302587509
   testing[          , genome  7163] predictions:    9788/  10000 (97.88%), best:    9761/10000 (97.61%), error:       723.16974, best error:       774.53461 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:04:38 (45412): called boinc_finish(0)

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