Nameexact_genome_1512568488_45_3026_0
Workunit2586393
Created7 Dec 2017, 2:43:20 UTC
Sent7 Dec 2017, 2:45:22 UTC
Report deadline8 Dec 2017, 9:52:59 UTC
Received7 Dec 2017, 3:37:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time52 min 1 sec
CPU time48 min 27 sec
Validate stateValid
Credit324.24
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.76 MB
Peak swap size156.38 MB
Peak disk usage1.71 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
ht_update_time: 0.1240840778, other_time: 2.1591444016
epoch time: 2.3363966942s, input_fired_time: 0.0194395557, output_fired_time: 0.0000000000, propagate_forward_time: 1.9378651381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3790920973
validation[          , genome  3026] predictions:    9389/  10000 (93.89%), best:    9389/10000 (93.89%), error:      2004.46021, best error:      2004.46021 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 26.0705947876s, input_fired_time: 0.1503247470, output_fired_time: 0.1539295763, propagate_forward_time: 9.3755769730, propagate_backward_time: 14.2826900482, weight_update_time: 0.1231498942, other_time: 2.1080760956
epoch time: 1.9034055471s, input_fired_time: 0.0162844267, output_fired_time: 0.0000000000, propagate_forward_time: 1.5623550415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3247660398
validation[          , genome  3026] predictions:    9347/  10000 (93.47%), best:    9389/10000 (93.89%), error:      2121.50415, best error:      2004.46021 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 26.3820934296s, input_fired_time: 0.1530784965, output_fired_time: 0.1540758610, propagate_forward_time: 9.5024900436, propagate_backward_time: 14.4055671692, weight_update_time: 0.1232856214, other_time: 2.1668815613
epoch time: 2.3615088463s, input_fired_time: 0.0193886869, output_fired_time: 0.0000000000, propagate_forward_time: 1.9583786726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3837414980
validation[          , genome  3026] predictions:    9373/  10000 (93.73%), best:    9389/10000 (93.89%), error:      2091.15674, best error:      2004.46021 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 26.6080932617s, input_fired_time: 0.1504697502, output_fired_time: 0.1556903273, propagate_forward_time: 9.5761690140, propagate_backward_time: 14.6046390533, weight_update_time: 0.1244500205, other_time: 2.1211261749
epoch time: 2.3215594292s, input_fired_time: 0.0190521386, output_fired_time: 0.0000000000, propagate_forward_time: 1.9298923016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726150990
validation[          , genome  3026] predictions:    9353/  10000 (93.53%), best:    9389/10000 (93.89%), error:      2076.69189, best error:      2004.46021 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 26.2835159302s, input_fired_time: 0.1499196440, output_fired_time: 0.1558212936, propagate_forward_time: 9.4284677505, propagate_backward_time: 14.4274015427, weight_update_time: 0.1246735305, other_time: 2.1219072342
epoch time: 2.3151214123s, input_fired_time: 0.0187848192, output_fired_time: 0.0000000000, propagate_forward_time: 1.9243733883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3719632626
validation[          , genome  3026] predictions:    9411/  10000 (94.11%), best:    9411/10000 (94.11%), error:      1976.91602, best error:      1976.91602 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 26.0638370514s, input_fired_time: 0.1519418657, output_fired_time: 0.1548742950, propagate_forward_time: 9.3837327957, propagate_backward_time: 14.2792720795, weight_update_time: 0.1235857904, other_time: 2.0940151215
epoch time: 2.1226918697s, input_fired_time: 0.0180720203, output_fired_time: 0.0000000000, propagate_forward_time: 1.7293528318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3752669096
validation[          , genome  3026] predictions:    9388/  10000 (93.88%), best:    9411/10000 (94.11%), error:      1998.85913, best error:      1976.91602 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 26.5978069305s, input_fired_time: 0.1510420442, output_fired_time: 0.1554930508, propagate_forward_time: 9.5533828735, propagate_backward_time: 14.5646591187, weight_update_time: 0.1249405891, other_time: 2.1732292175
epoch time: 2.2965178490s, input_fired_time: 0.0188062154, output_fired_time: 0.0000000000, propagate_forward_time: 1.9043679237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733437061
validation[          , genome  3026] predictions:    9353/  10000 (93.53%), best:    9411/10000 (94.11%), error:      2089.11108, best error:      1976.91602 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 26.7196578979s, input_fired_time: 0.1544876546, output_fired_time: 0.1564808041, propagate_forward_time: 9.6445779800, propagate_backward_time: 14.6510066986, weight_update_time: 0.1240883619, other_time: 2.1131038666
epoch time: 2.4083046913s, input_fired_time: 0.0199059900, output_fired_time: 0.0000000000, propagate_forward_time: 2.0001449585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882536888
validation[          , genome  3026] predictions:    9327/  10000 (93.27%), best:    9411/10000 (94.11%), error:      2118.91992, best error:      1976.91602 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 26.7349872589s, input_fired_time: 0.1511362940, output_fired_time: 0.1575324982, propagate_forward_time: 9.6292219162, propagate_backward_time: 14.6571226120, weight_update_time: 0.1241634339, other_time: 2.1399736404
epoch time: 2.2788629532s, input_fired_time: 0.0190222431, output_fired_time: 0.0000000000, propagate_forward_time: 1.8808809519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789597750
validation[          , genome  3026] predictions:    9362/  10000 (93.62%), best:    9411/10000 (94.11%), error:      2130.25781, best error:      1976.91602 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 26.1125011444s, input_fired_time: 0.1518481821, output_fired_time: 0.1519528031, propagate_forward_time: 9.3876886368, propagate_backward_time: 14.2821273804, weight_update_time: 0.1235176921, other_time: 2.1388854980
epoch time: 2.2985394001s, input_fired_time: 0.0189999305, output_fired_time: 0.0000000000, propagate_forward_time: 1.9036036730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3759359121
validation[          , genome  3026] predictions:    9386/  10000 (93.86%), best:    9411/10000 (94.11%), error:      2015.49011, best error:      1976.91602 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 26.2178478241s, input_fired_time: 0.1515874565, output_fired_time: 0.1563690752, propagate_forward_time: 9.3370342255, propagate_backward_time: 14.4124345779, weight_update_time: 0.1245691329, other_time: 2.1604242325
epoch time: 2.2820236683s, input_fired_time: 0.0188396946, output_fired_time: 0.0000000000, propagate_forward_time: 1.8886494637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745346069
validation[          , genome  3026] predictions:    9333/  10000 (93.33%), best:    9411/10000 (94.11%), error:      2109.97021, best error:      1976.91602 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 26.4170494080s, input_fired_time: 0.1505239010, output_fired_time: 0.1542827189, propagate_forward_time: 9.4935388565, propagate_backward_time: 14.4529590607, weight_update_time: 0.1235751435, other_time: 2.1657428741
epoch time: 2.4486310482s, input_fired_time: 0.0205661077, output_fired_time: 0.0000000000, propagate_forward_time: 2.0329949856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3950698376
validation[          , genome  3026] predictions:    9393/  10000 (93.93%), best:    9411/10000 (94.11%), error:      1977.08801, best error:      1976.91602 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 25.5538444519s, input_fired_time: 0.1484787911, output_fired_time: 0.1511538625, propagate_forward_time: 9.1898965836, propagate_backward_time: 14.0030202866, weight_update_time: 0.1208319589, other_time: 2.0612955093
epoch time: 2.3000929356s, input_fired_time: 0.0193922706, output_fired_time: 0.0000000000, propagate_forward_time: 1.9089845419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717161417
validation[          , genome  3026] predictions:    9343/  10000 (93.43%), best:    9411/10000 (94.11%), error:      2098.30396, best error:      1976.91602 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 26.3010120392s, input_fired_time: 0.1498493105, output_fired_time: 0.1538069695, propagate_forward_time: 9.4564285278, propagate_backward_time: 14.4015197754, weight_update_time: 0.1231347471, other_time: 2.1394081116
epoch time: 2.3051214218s, input_fired_time: 0.0189160146, output_fired_time: 0.0000000000, propagate_forward_time: 1.9083501101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3778551817
validation[          , genome  3026] predictions:    9411/  10000 (94.11%), best:    9411/10000 (94.11%), error:      1903.92114, best error:      1903.92114 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 27.0391788483s, input_fired_time: 0.1547475159, output_fired_time: 0.1592123806, propagate_forward_time: 9.7107114792, propagate_backward_time: 14.8341979980, weight_update_time: 0.1262621582, other_time: 2.1803092957
epoch time: 2.4484045506s, input_fired_time: 0.0201255959, output_fired_time: 0.0000000000, propagate_forward_time: 2.0373454094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909335136
validation[          , genome  3026] predictions:    9380/  10000 (93.80%), best:    9411/10000 (94.11%), error:      1990.29089, best error:      1903.92114 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 26.4456710815s, input_fired_time: 0.1514025182, output_fired_time: 0.1552329063, propagate_forward_time: 9.5302629471, propagate_backward_time: 14.4869461060, weight_update_time: 0.1228583008, other_time: 2.1218261719
epoch time: 2.3174564838s, input_fired_time: 0.0190521572, output_fired_time: 0.0000000000, propagate_forward_time: 1.9217103720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766938448
validation[          , genome  3026] predictions:    9423/  10000 (94.23%), best:    9411/10000 (94.11%), error:      1919.65686, best error:      1903.92114 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 25.6136856079s, input_fired_time: 0.1472684145, output_fired_time: 0.1531668305, propagate_forward_time: 8.9688129425, propagate_backward_time: 14.1055698395, weight_update_time: 0.1235049218, other_time: 2.2388668060
epoch time: 2.3139812946s, input_fired_time: 0.0194190089, output_fired_time: 0.0000000000, propagate_forward_time: 1.9165647030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779976368
validation[          , genome  3026] predictions:    9396/  10000 (93.96%), best:    9411/10000 (94.11%), error:      1966.78857, best error:      1903.92114 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 26.4649372101s, input_fired_time: 0.1534992605, output_fired_time: 0.1540023386, propagate_forward_time: 9.5303335190, propagate_backward_time: 14.4588689804, weight_update_time: 0.1250454932, other_time: 2.1682329178
epoch time: 2.1632976532s, input_fired_time: 0.0185709856, output_fired_time: 0.0000000000, propagate_forward_time: 1.7602952719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844314814
validation[          , genome  3026] predictions:    9370/  10000 (93.70%), best:    9411/10000 (94.11%), error:      2043.77393, best error:      1903.92114 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 26.2579555511s, input_fired_time: 0.1503660381, output_fired_time: 0.1544824243, propagate_forward_time: 9.4485960007, propagate_backward_time: 14.3350620270, weight_update_time: 0.1240220293, other_time: 2.1694507599
epoch time: 2.3183493614s, input_fired_time: 0.0193797611, output_fired_time: 0.0000000000, propagate_forward_time: 1.9210932255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3778762817
validation[          , genome  3026] predictions:    9313/  10000 (93.13%), best:    9411/10000 (94.11%), error:      2232.48926, best error:      1903.92114 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 26.3772201538s, input_fired_time: 0.1518383920, output_fired_time: 0.1559976786, propagate_forward_time: 9.5111169815, propagate_backward_time: 14.4381208420, weight_update_time: 0.1240781695, other_time: 2.1201448441
epoch time: 2.3019981384s, input_fired_time: 0.0193641484, output_fired_time: 0.0000000000, propagate_forward_time: 1.9083018303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743321896
validation[          , genome  3026] predictions:    9395/  10000 (93.95%), best:    9411/10000 (94.11%), error:      1920.41223, best error:      1903.92114 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 26.1183319092s, input_fired_time: 0.1506078392, output_fired_time: 0.1538691074, propagate_forward_time: 9.3943300247, propagate_backward_time: 14.3211154938, weight_update_time: 0.1230033934, other_time: 2.0984096527
epoch time: 2.2504131794s, input_fired_time: 0.0184803922, output_fired_time: 0.0000000000, propagate_forward_time: 1.8618692160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700636625
validation[          , genome  3026] predictions:    9405/  10000 (94.05%), best:    9411/10000 (94.11%), error:      1930.87061, best error:      1903.92114 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 25.4795780182s, input_fired_time: 0.1474196762, output_fired_time: 0.1500299573, propagate_forward_time: 9.1527919769, propagate_backward_time: 13.9211883545, weight_update_time: 0.1213819683, other_time: 2.1081485748
epoch time: 2.3703503609s, input_fired_time: 0.0197104756, output_fired_time: 0.0000000000, propagate_forward_time: 1.9658075571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3848322630
validation[          , genome  3026] predictions:    9409/  10000 (94.09%), best:    9411/10000 (94.11%), error:      1961.26477, best error:      1903.92114 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 25.7835025787s, input_fired_time: 0.1497858167, output_fired_time: 0.1537183970, propagate_forward_time: 9.2608299255, propagate_backward_time: 14.1199598312, weight_update_time: 0.1227516979, other_time: 2.0992078781
epoch time: 2.3161303997s, input_fired_time: 0.0191315766, output_fired_time: 0.0000000000, propagate_forward_time: 1.9214001894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755985498
validation[          , genome  3026] predictions:    9404/  10000 (94.04%), best:    9411/10000 (94.11%), error:      1918.92334, best error:      1903.92114 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 26.0575618744s, input_fired_time: 0.1495592743, output_fired_time: 0.1538127363, propagate_forward_time: 9.3831033707, propagate_backward_time: 14.2579736710, weight_update_time: 0.1232894659, other_time: 2.1131124496
epoch time: 2.3009254932s, input_fired_time: 0.0189262684, output_fired_time: 0.0000000000, propagate_forward_time: 1.9049136639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770854473
validation[          , genome  3026] predictions:    9423/  10000 (94.23%), best:    9423/10000 (94.23%), error:      1898.92810, best error:      1898.92810 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 26.6024074554s, input_fired_time: 0.1518378705, output_fired_time: 0.1571083814, propagate_forward_time: 9.5644350052, propagate_backward_time: 14.5926418304, weight_update_time: 0.1246388033, other_time: 2.1363849640
epoch time: 2.3113636971s, input_fired_time: 0.0196551681, output_fired_time: 0.0000000000, propagate_forward_time: 1.9120306969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3796777725
validation[          , genome  3026] predictions:    9413/  10000 (94.13%), best:    9413/10000 (94.13%), error:      1858.32971, best error:      1858.32971 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 26.0268898010s, input_fired_time: 0.1497762054, output_fired_time: 0.1541347057, propagate_forward_time: 9.2984666824, propagate_backward_time: 14.2771091461, weight_update_time: 0.1225503162, other_time: 2.1474018097
epoch time: 2.2414329052s, input_fired_time: 0.0185477957, output_fired_time: 0.0000000000, propagate_forward_time: 1.8573734760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655116558
validation[          , genome  3026] predictions:    9389/  10000 (93.89%), best:    9413/10000 (94.13%), error:      1993.60071, best error:      1858.32971 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 26.2709770203s, input_fired_time: 0.1516585648, output_fired_time: 0.1550031602, propagate_forward_time: 9.4416227341, propagate_backward_time: 14.3835430145, weight_update_time: 0.1240189299, other_time: 2.1391506195
epoch time: 2.2935369015s, input_fired_time: 0.0191409532, output_fired_time: 0.0000000000, propagate_forward_time: 1.8946592808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3797366619
validation[          , genome  3026] predictions:    9393/  10000 (93.93%), best:    9413/10000 (94.13%), error:      1969.04358, best error:      1858.32971 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 25.4116210938s, input_fired_time: 0.1470169425, output_fired_time: 0.1489405334, propagate_forward_time: 9.0977649689, propagate_backward_time: 13.9426660538, weight_update_time: 0.1200536415, other_time: 2.0752325058
epoch time: 2.2907543182s, input_fired_time: 0.0188861229, output_fired_time: 0.0000000000, propagate_forward_time: 1.9000352621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3718329668
validation[          , genome  3026] predictions:    9419/  10000 (94.19%), best:    9413/10000 (94.13%), error:      1902.59814, best error:      1858.32971 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 26.4567642212s, input_fired_time: 0.1521150172, output_fired_time: 0.1555592865, propagate_forward_time: 9.4786186218, propagate_backward_time: 14.5270490646, weight_update_time: 0.1270878315, other_time: 2.1434221268
epoch time: 2.3224260807s, input_fired_time: 0.0189204812, output_fired_time: 0.0000000000, propagate_forward_time: 1.9300066233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734990358
validation[          , genome  3026] predictions:    9406/  10000 (94.06%), best:    9413/10000 (94.13%), error:      1936.84082, best error:      1858.32971 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 26.1193866730s, input_fired_time: 0.1497020274, output_fired_time: 0.1546149850, propagate_forward_time: 9.3379478455, propagate_backward_time: 14.3140020370, weight_update_time: 0.1225044727, other_time: 2.1631193161
epoch time: 2.2512128353s, input_fired_time: 0.0194016397, output_fired_time: 0.0000000000, propagate_forward_time: 1.8669668436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3648444414
validation[          , genome  3026] predictions:    9435/  10000 (94.35%), best:    9413/10000 (94.13%), error:      1892.89124, best error:      1858.32971 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 26.6088676453s, input_fired_time: 0.1524748206, output_fired_time: 0.1560123265, propagate_forward_time: 9.5515146255, propagate_backward_time: 14.5926227570, weight_update_time: 0.1258046925, other_time: 2.1562442780
epoch time: 2.2623000145s, input_fired_time: 0.0186116342, output_fired_time: 0.0000000000, propagate_forward_time: 1.8781173229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655710220
validation[          , genome  3026] predictions:    9379/  10000 (93.79%), best:    9413/10000 (94.13%), error:      2004.89221, best error:      1858.32971 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 26.5954704285s, input_fired_time: 0.1519829035, output_fired_time: 0.1560384184, propagate_forward_time: 9.5914821625, propagate_backward_time: 14.5421094894, weight_update_time: 0.1239898205, other_time: 2.1538572311
epoch time: 2.2944643497s, input_fired_time: 0.0192596689, output_fired_time: 0.0000000000, propagate_forward_time: 1.9017409086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734637499
validation[          , genome  3026] predictions:    9405/  10000 (94.05%), best:    9413/10000 (94.13%), error:      1952.31287, best error:      1858.32971 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 25.7945976257s, input_fired_time: 0.1498851329, output_fired_time: 0.1539435089, propagate_forward_time: 9.2106409073, propagate_backward_time: 14.1660652161, weight_update_time: 0.1208877191, other_time: 2.1140632629
epoch time: 2.2561447620s, input_fired_time: 0.0196056124, output_fired_time: 0.0000000000, propagate_forward_time: 1.8660651445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3704739809
validation[          , genome  3026] predictions:    9426/  10000 (94.26%), best:    9413/10000 (94.13%), error:      1877.17908, best error:      1858.32971 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 26.7716407776s, input_fired_time: 0.1566872150, output_fired_time: 0.1566563994, propagate_forward_time: 9.6385011673, propagate_backward_time: 14.6874780655, weight_update_time: 0.1271057278, other_time: 2.1323194504
epoch time: 2.3165314198s, input_fired_time: 0.0200340934, output_fired_time: 0.0000000000, propagate_forward_time: 1.9198977947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765995502
validation[          , genome  3026] predictions:    9365/  10000 (93.65%), best:    9413/10000 (94.13%), error:      2092.52637, best error:      1858.32971 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 26.5483341217s, input_fired_time: 0.1530313194, output_fired_time: 0.1545471549, propagate_forward_time: 9.5708398819, propagate_backward_time: 14.5430641174, weight_update_time: 0.1229704320, other_time: 2.1268539429
epoch time: 2.0772976875s, input_fired_time: 0.0180278160, output_fired_time: 0.0000000000, propagate_forward_time: 1.6761357784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3831341267
validation[          , genome  3026] predictions:    9392/  10000 (93.92%), best:    9413/10000 (94.13%), error:      1947.05615, best error:      1858.32971 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 26.6451797485s, input_fired_time: 0.1522135884, output_fired_time: 0.1561911702, propagate_forward_time: 9.5983734131, propagate_backward_time: 14.6171522141, weight_update_time: 0.1246570870, other_time: 2.1212491989
epoch time: 2.3890745640s, input_fired_time: 0.0205210429, output_fired_time: 0.0000000000, propagate_forward_time: 1.9811316729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3874219656
validation[          , genome  3026] predictions:    9378/  10000 (93.78%), best:    9413/10000 (94.13%), error:      1976.04333, best error:      1858.32971 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 26.7796573639s, input_fired_time: 0.1546567231, output_fired_time: 0.1580604464, propagate_forward_time: 9.6324062347, propagate_backward_time: 14.6637830734, weight_update_time: 0.1249066442, other_time: 2.1707506180
epoch time: 2.3175718784s, input_fired_time: 0.0196136460, output_fired_time: 0.0000000000, propagate_forward_time: 1.9184935093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794646263
validation[          , genome  3026] predictions:    9426/  10000 (94.26%), best:    9413/10000 (94.13%), error:      1913.97314, best error:      1858.32971 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 25.8311824799s, input_fired_time: 0.1481072754, output_fired_time: 0.1532978714, propagate_forward_time: 9.2524681091, propagate_backward_time: 14.1676969528, weight_update_time: 0.1229132041, other_time: 2.1096124649
epoch time: 2.4488189220s, input_fired_time: 0.0202612709, output_fired_time: 0.0000000000, propagate_forward_time: 2.0341930389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943645954
validation[          , genome  3026] predictions:    9378/  10000 (93.78%), best:    9413/10000 (94.13%), error:      2042.87549, best error:      1858.32971 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 26.4488697052s, input_fired_time: 0.1533432454, output_fired_time: 0.1555098593, propagate_forward_time: 9.5039272308, propagate_backward_time: 14.4888095856, weight_update_time: 0.1240027845, other_time: 2.1472797394
epoch time: 2.2826275826s, input_fired_time: 0.0199586526, output_fired_time: 0.0000000000, propagate_forward_time: 1.8803327084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823361397
validation[          , genome  3026] predictions:    9412/  10000 (94.12%), best:    9413/10000 (94.13%), error:      1932.68823, best error:      1858.32971 on epoch:    38, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 26.5748462677s, input_fired_time: 0.1523744464, output_fired_time: 0.1553046852, propagate_forward_time: 9.6017446518, propagate_backward_time: 14.5624227524, weight_update_time: 0.1235746592, other_time: 2.1030015945
epoch time: 2.2893309593s, input_fired_time: 0.0192463063, output_fired_time: 0.0000000000, propagate_forward_time: 1.8961216211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739629984
validation[          , genome  3026] predictions:    9431/  10000 (94.31%), best:    9413/10000 (94.13%), error:      1887.32068, best error:      1858.32971 on epoch:    38, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 25.4473228455s, input_fired_time: 0.1486108452, output_fired_time: 0.1524533778, propagate_forward_time: 8.9841833115, propagate_backward_time: 13.9514913559, weight_update_time: 0.1224650443, other_time: 2.2105836868
epoch time: 2.3079366684s, input_fired_time: 0.0199068785, output_fired_time: 0.0000000000, propagate_forward_time: 1.9107152224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773144484
validation[          , genome  3026] predictions:    9421/  10000 (94.21%), best:    9413/10000 (94.13%), error:      1886.50928, best error:      1858.32971 on epoch:    38, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 26.3779735565s, input_fired_time: 0.1521978825, output_fired_time: 0.1574717611, propagate_forward_time: 9.4115161896, propagate_backward_time: 14.4571895599, weight_update_time: 0.1259626746, other_time: 2.1995964050
epoch time: 2.2311167717s, input_fired_time: 0.0190543644, output_fired_time: 0.0000000000, propagate_forward_time: 1.8409619331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711004257
validation[          , genome  3026] predictions:    9438/  10000 (94.38%), best:    9438/10000 (94.38%), error:      1834.73535, best error:      1834.73535 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 26.2620010376s, input_fired_time: 0.1510340422, output_fired_time: 0.1533057839, propagate_forward_time: 9.4237632751, propagate_backward_time: 14.3666267395, weight_update_time: 0.1227941439, other_time: 2.1672725677
epoch time: 2.3006625175s, input_fired_time: 0.0191677362, output_fired_time: 0.0000000000, propagate_forward_time: 1.9034302235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780646324
validation[          , genome  3026] predictions:    9395/  10000 (93.95%), best:    9438/10000 (94.38%), error:      1938.63989, best error:      1834.73535 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 26.2484626770s, input_fired_time: 0.1522824168, output_fired_time: 0.1548110545, propagate_forward_time: 9.3699426651, propagate_backward_time: 14.4077739716, weight_update_time: 0.1243697703, other_time: 2.1636524200
epoch time: 2.2824959755s, input_fired_time: 0.0199903604, output_fired_time: 0.0000000000, propagate_forward_time: 1.8896607161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728448153
validation[          , genome  3026] predictions:    9439/  10000 (94.39%), best:    9438/10000 (94.38%), error:      1842.11523, best error:      1834.73535 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 26.1999015808s, input_fired_time: 0.1515123546, output_fired_time: 0.1556647122, propagate_forward_time: 9.3775653839, propagate_backward_time: 14.3478002548, weight_update_time: 0.1237336025, other_time: 2.1673593521
epoch time: 2.3099453449s, input_fired_time: 0.0195783824, output_fired_time: 0.0000000000, propagate_forward_time: 1.9133459330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770209551
validation[          , genome  3026] predictions:    9393/  10000 (93.93%), best:    9438/10000 (94.38%), error:      1977.41064, best error:      1834.73535 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 26.4782009125s, input_fired_time: 0.1515919715, output_fired_time: 0.1568262726, propagate_forward_time: 9.5364780426, propagate_backward_time: 14.5503940582, weight_update_time: 0.1244986504, other_time: 2.0829105377
epoch time: 2.2980709076s, input_fired_time: 0.0190704372, output_fired_time: 0.0000000000, propagate_forward_time: 1.9065952301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724052906
validation[          , genome  3026] predictions:    9413/  10000 (94.13%), best:    9438/10000 (94.38%), error:      1966.34265, best error:      1834.73535 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 26.7429046631s, input_fired_time: 0.1531174779, output_fired_time: 0.1597016156, propagate_forward_time: 9.6050691605, propagate_backward_time: 14.6623115540, weight_update_time: 0.1266195774, other_time: 2.1627044678
epoch time: 2.2958796024s, input_fired_time: 0.0203728322, output_fired_time: 0.0000000000, propagate_forward_time: 1.8947027922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808039427
validation[          , genome  3026] predictions:    9346/  10000 (93.46%), best:    9438/10000 (94.38%), error:      2113.61328, best error:      1834.73535 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 26.5576362610s, input_fired_time: 0.1518628448, output_fired_time: 0.1552318931, propagate_forward_time: 9.5506553650, propagate_backward_time: 14.5693883896, weight_update_time: 0.1249696165, other_time: 2.1304979324
epoch time: 2.3275661469s, input_fired_time: 0.0197885782, output_fired_time: 0.0000000000, propagate_forward_time: 1.9279719591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3798056841
validation[          , genome  3026] predictions:    9401/  10000 (94.01%), best:    9438/10000 (94.38%), error:      1978.93701, best error:      1834.73535 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 26.8272018433s, input_fired_time: 0.1538517773, output_fired_time: 0.1567827165, propagate_forward_time: 9.7027263641, propagate_backward_time: 14.6816005707, weight_update_time: 0.1254502237, other_time: 2.1322402954
epoch time: 2.3083684444s, input_fired_time: 0.0191414319, output_fired_time: 0.0000000000, propagate_forward_time: 1.9124808311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3767461777
validation[          , genome  3026] predictions:    9423/  10000 (94.23%), best:    9438/10000 (94.38%), error:      1905.41809, best error:      1834.73535 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 26.6361961365s, input_fired_time: 0.1539097130, output_fired_time: 0.1575647444, propagate_forward_time: 9.5890531540, propagate_backward_time: 14.5807132721, weight_update_time: 0.1238064319, other_time: 2.1549549103
epoch time: 2.3404293060s, input_fired_time: 0.0197573695, output_fired_time: 0.0000000000, propagate_forward_time: 1.9423388243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783332109
validation[          , genome  3026] predictions:    9423/  10000 (94.23%), best:    9438/10000 (94.38%), error:      1891.00061, best error:      1834.73535 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 26.6634197235s, input_fired_time: 0.1540389061, output_fired_time: 0.1581092775, propagate_forward_time: 9.5843124390, propagate_backward_time: 14.5996646881, weight_update_time: 0.1251677573, other_time: 2.1672935486
epoch time: 2.3209664822s, input_fired_time: 0.0193926990, output_fired_time: 0.0000000000, propagate_forward_time: 1.9297810793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717926741
validation[          , genome  3026] predictions:    9416/  10000 (94.16%), best:    9438/10000 (94.38%), error:      1897.38220, best error:      1834.73535 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 27.2693653107s, input_fired_time: 0.1547461599, output_fired_time: 0.1600650847, propagate_forward_time: 9.8218536377, propagate_backward_time: 14.9597930908, weight_update_time: 0.1278935522, other_time: 2.1729068756
epoch time: 2.2528395653s, input_fired_time: 0.0195288304, output_fired_time: 0.0000000000, propagate_forward_time: 1.8560167551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772939444
validation[          , genome  3026] predictions:    9420/  10000 (94.20%), best:    9438/10000 (94.38%), error:      1920.36340, best error:      1834.73535 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 26.5609741211s, input_fired_time: 0.1529996842, output_fired_time: 0.1571470350, propagate_forward_time: 9.5705680847, propagate_backward_time: 14.5893115997, weight_update_time: 0.1243031025, other_time: 2.0909481049
epoch time: 2.2988188267s, input_fired_time: 0.0191106293, output_fired_time: 0.0000000000, propagate_forward_time: 1.9012382030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3784699440
validation[          , genome  3026] predictions:    9448/  10000 (94.48%), best:    9448/10000 (94.48%), error:      1823.23718, best error:      1823.23718 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 26.4039344788s, input_fired_time: 0.1521220952, output_fired_time: 0.1546691805, propagate_forward_time: 9.4767484665, propagate_backward_time: 14.4979763031, weight_update_time: 0.1252426952, other_time: 2.1224193573
epoch time: 2.3048362732s, input_fired_time: 0.0191981066, output_fired_time: 0.0000000000, propagate_forward_time: 1.9061325788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3795055151
validation[          , genome  3026] predictions:    9387/  10000 (93.87%), best:    9448/10000 (94.48%), error:      2003.71924, best error:      1823.23718 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 26.5056018829s, input_fired_time: 0.1525056511, output_fired_time: 0.1549142599, propagate_forward_time: 9.5414514542, propagate_backward_time: 14.4925527573, weight_update_time: 0.1247478724, other_time: 2.1641778946
epoch time: 2.2397115231s, input_fired_time: 0.0190485846, output_fired_time: 0.0000000000, propagate_forward_time: 1.8595767021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610861301
validation[          , genome  3026] predictions:    9442/  10000 (94.42%), best:    9448/10000 (94.48%), error:      1869.34326, best error:      1823.23718 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 26.5509662628s, input_fired_time: 0.1543374211, output_fired_time: 0.1564156860, propagate_forward_time: 9.5642652512, propagate_backward_time: 14.5527276993, weight_update_time: 0.1242648140, other_time: 2.1232213974
epoch time: 2.3492913246s, input_fired_time: 0.0202991851, output_fired_time: 0.0000000000, propagate_forward_time: 1.9493038654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3796882629
validation[          , genome  3026] predictions:    9443/  10000 (94.43%), best:    9448/10000 (94.48%), error:      1830.96558, best error:      1823.23718 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 25.7785034180s, input_fired_time: 0.1498927325, output_fired_time: 0.1510598809, propagate_forward_time: 9.2384815216, propagate_backward_time: 14.1303100586, weight_update_time: 0.1222214475, other_time: 2.1087589264
epoch time: 2.4619183540s, input_fired_time: 0.0213391520, output_fired_time: 0.0000000000, propagate_forward_time: 2.0463476181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3942315578
validation[          , genome  3026] predictions:    9422/  10000 (94.22%), best:    9448/10000 (94.48%), error:      1880.73608, best error:      1823.23718 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 26.4174900055s, input_fired_time: 0.1515478641, output_fired_time: 0.1543016285, propagate_forward_time: 9.5037555695, propagate_backward_time: 14.4723272324, weight_update_time: 0.1222540587, other_time: 2.1355581284
epoch time: 2.0840671062s, input_fired_time: 0.0182349067, output_fired_time: 0.0000000000, propagate_forward_time: 1.7013839483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3644481897
validation[          , genome  3026] predictions:    9422/  10000 (94.22%), best:    9448/10000 (94.48%), error:      1895.82056, best error:      1823.23718 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 26.3566646576s, input_fired_time: 0.1541725993, output_fired_time: 0.1552844793, propagate_forward_time: 9.3919153214, propagate_backward_time: 14.4364585876, weight_update_time: 0.1237103716, other_time: 2.2188339233
epoch time: 2.3264236450s, input_fired_time: 0.0206214543, output_fired_time: 0.0000000000, propagate_forward_time: 1.9263148308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794872761
validation[          , genome  3026] predictions:    9395/  10000 (93.95%), best:    9448/10000 (94.48%), error:      1959.22742, best error:      1823.23718 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 25.4798698425s, input_fired_time: 0.1488272846, output_fired_time: 0.1543002874, propagate_forward_time: 8.9917201996, propagate_backward_time: 14.0509281158, weight_update_time: 0.1220160872, other_time: 2.1340942383
epoch time: 2.3749794960s, input_fired_time: 0.0210110992, output_fired_time: 0.0000000000, propagate_forward_time: 1.9704151154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835532665
validation[          , genome  3026] predictions:    9387/  10000 (93.87%), best:    9448/10000 (94.48%), error:      1941.05872, best error:      1823.23718 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 25.7423381805s, input_fired_time: 0.1496967673, output_fired_time: 0.1542047560, propagate_forward_time: 9.1022071838, propagate_backward_time: 14.1827402115, weight_update_time: 0.1221687049, other_time: 2.1534891129
epoch time: 2.3349056244s, input_fired_time: 0.0200631022, output_fired_time: 0.0000000000, propagate_forward_time: 1.9351735115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3796689510
validation[          , genome  3026] predictions:    9375/  10000 (93.75%), best:    9448/10000 (94.48%), error:      2031.92822, best error:      1823.23718 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 26.5434246063s, input_fired_time: 0.1528218687, output_fired_time: 0.1545788050, propagate_forward_time: 9.5399227142, propagate_backward_time: 14.5476894379, weight_update_time: 0.1232641041, other_time: 2.1484107971
epoch time: 2.3841557503s, input_fired_time: 0.0196564961, output_fired_time: 0.0000000000, propagate_forward_time: 1.9808876514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836116791
validation[          , genome  3026] predictions:    9417/  10000 (94.17%), best:    9448/10000 (94.48%), error:      1905.27795, best error:      1823.23718 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 26.5952529907s, input_fired_time: 0.1518417895, output_fired_time: 0.1563032418, propagate_forward_time: 9.5873136520, propagate_backward_time: 14.5660686493, weight_update_time: 0.1258049756, other_time: 2.1337261200
epoch time: 2.3252429962s, input_fired_time: 0.0196127221, output_fired_time: 0.0000000000, propagate_forward_time: 1.9282668829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773633242
validation[          , genome  3026] predictions:    9415/  10000 (94.15%), best:    9448/10000 (94.48%), error:      1881.54895, best error:      1823.23718 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 26.6244125366s, input_fired_time: 0.1532354653, output_fired_time: 0.1568550020, propagate_forward_time: 9.5869874954, propagate_backward_time: 14.5941200256, weight_update_time: 0.1251735240, other_time: 2.1332130432
epoch time: 2.2904107571s, input_fired_time: 0.0200434402, output_fired_time: 0.0000000000, propagate_forward_time: 1.8915998936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787674904
validation[          , genome  3026] predictions:    9438/  10000 (94.38%), best:    9448/10000 (94.48%), error:      1869.74365, best error:      1823.23718 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 26.7566108704s, input_fired_time: 0.1547873318, output_fired_time: 0.1595551074, propagate_forward_time: 9.6387395859, propagate_backward_time: 14.6387357712, weight_update_time: 0.1266392469, other_time: 2.1647920609
epoch time: 2.3264791965s, input_fired_time: 0.0200510360, output_fired_time: 0.0000000000, propagate_forward_time: 1.9281028509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783253431
validation[          , genome  3026] predictions:    9434/  10000 (94.34%), best:    9448/10000 (94.48%), error:      1868.17871, best error:      1823.23718 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 26.7838211060s, input_fired_time: 0.1558860689, output_fired_time: 0.1595033705, propagate_forward_time: 9.6285142899, propagate_backward_time: 14.6876230240, weight_update_time: 0.1259943247, other_time: 2.1522932053
epoch time: 2.3190014362s, input_fired_time: 0.0194949172, output_fired_time: 0.0000000000, propagate_forward_time: 1.9222878218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772186041
validation[          , genome  3026] predictions:    9369/  10000 (93.69%), best:    9448/10000 (94.48%), error:      2038.39404, best error:      1823.23718 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 26.7951068878s, input_fired_time: 0.1544261575, output_fired_time: 0.1570166647, propagate_forward_time: 9.6730365753, propagate_backward_time: 14.6777133942, weight_update_time: 0.1244812235, other_time: 2.1329135895
epoch time: 2.3090705872s, input_fired_time: 0.0197926201, output_fired_time: 0.0000000000, propagate_forward_time: 1.9180988073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711792231
validation[          , genome  3026] predictions:    9313/  10000 (93.13%), best:    9448/10000 (94.48%), error:      2211.44507, best error:      1823.23718 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 26.2699317932s, input_fired_time: 0.1519367248, output_fired_time: 0.1564759910, propagate_forward_time: 9.3547477722, propagate_backward_time: 14.3816299438, weight_update_time: 0.1269699484, other_time: 2.2251415253
epoch time: 2.3877327442s, input_fired_time: 0.0206424464, output_fired_time: 0.0000000000, propagate_forward_time: 1.9796516895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3874385357
validation[          , genome  3026] predictions:    9435/  10000 (94.35%), best:    9448/10000 (94.48%), error:      1835.98010, best error:      1823.23718 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 26.6599216461s, input_fired_time: 0.1552375555, output_fired_time: 0.1583380103, propagate_forward_time: 9.6146726608, propagate_backward_time: 14.6022043228, weight_update_time: 0.1240723953, other_time: 2.1294698715
epoch time: 2.3024017811s, input_fired_time: 0.0191083997, output_fired_time: 0.0000000000, propagate_forward_time: 1.9091129303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3741805553
validation[          , genome  3026] predictions:    9373/  10000 (93.73%), best:    9448/10000 (94.48%), error:      2064.66821, best error:      1823.23718 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 26.6547794342s, input_fired_time: 0.1574921757, output_fired_time: 0.1566960216, propagate_forward_time: 9.5671949387, propagate_backward_time: 14.5928030014, weight_update_time: 0.1250253916, other_time: 2.1805925369
epoch time: 2.4382042885s, input_fired_time: 0.0208798740, output_fired_time: 0.0000000000, propagate_forward_time: 2.0193691254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3979551792
validation[          , genome  3026] predictions:    9372/  10000 (93.72%), best:    9448/10000 (94.48%), error:      2053.52734, best error:      1823.23718 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 26.5349636078s, input_fired_time: 0.1529342085, output_fired_time: 0.1569973081, propagate_forward_time: 9.5713109970, propagate_backward_time: 14.5226297379, weight_update_time: 0.1239166483, other_time: 2.1310911179
epoch time: 2.3160483837s, input_fired_time: 0.0197221078, output_fired_time: 0.0000000000, propagate_forward_time: 1.9223706722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739554882
validation[          , genome  3026] predictions:    9444/  10000 (94.44%), best:    9448/10000 (94.48%), error:      1867.42688, best error:      1823.23718 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 26.5207080841s, input_fired_time: 0.1540950835, output_fired_time: 0.1560809165, propagate_forward_time: 9.5307703018, propagate_backward_time: 14.5374584198, weight_update_time: 0.1233127937, other_time: 2.1423053741
epoch time: 2.3265130520s, input_fired_time: 0.0202157367, output_fired_time: 0.0000000000, propagate_forward_time: 1.9224215746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838757277
validation[          , genome  3026] predictions:    9426/  10000 (94.26%), best:    9448/10000 (94.48%), error:      1854.39783, best error:      1823.23718 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 25.5583477020s, input_fired_time: 0.1497384459, output_fired_time: 0.1506563276, propagate_forward_time: 9.1936912537, propagate_backward_time: 13.9841899872, weight_update_time: 0.1201416478, other_time: 2.0800724030
epoch time: 2.0656106472s, input_fired_time: 0.0181050245, output_fired_time: 0.0000000000, propagate_forward_time: 1.6980367899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494688272
validation[          , genome  3026] predictions:    9335/  10000 (93.35%), best:    9448/10000 (94.48%), error:      2133.00830, best error:      1823.23718 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 26.5119266510s, input_fired_time: 0.1536954641, output_fired_time: 0.1568419784, propagate_forward_time: 9.5149211884, propagate_backward_time: 14.5190820694, weight_update_time: 0.1251789182, other_time: 2.1673860550
epoch time: 2.3145282269s, input_fired_time: 0.0201961137, output_fired_time: 0.0000000000, propagate_forward_time: 1.9145263433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3798056841
validation[          , genome  3026] predictions:    9449/  10000 (94.49%), best:    9448/10000 (94.48%), error:      1824.19153, best error:      1823.23718 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 26.3991336823s, input_fired_time: 0.1544332802, output_fired_time: 0.1548758000, propagate_forward_time: 9.4923820496, propagate_backward_time: 14.4836082458, weight_update_time: 0.1230685413, other_time: 2.1138324738
epoch time: 2.3060877323s, input_fired_time: 0.0200760551, output_fired_time: 0.0000000000, propagate_forward_time: 1.9066535234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3793581724
validation[          , genome  3026] predictions:    9410/  10000 (94.10%), best:    9448/10000 (94.48%), error:      1886.10217, best error:      1823.23718 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 26.3663845062s, input_fired_time: 0.1532304883, output_fired_time: 0.1557365209, propagate_forward_time: 9.4626588821, propagate_backward_time: 14.4464569092, weight_update_time: 0.1234519258, other_time: 2.1483001709
epoch time: 2.3314826488s, input_fired_time: 0.0195422247, output_fired_time: 0.0000000000, propagate_forward_time: 1.9335279465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3784124851
validation[          , genome  3026] predictions:    9423/  10000 (94.23%), best:    9448/10000 (94.48%), error:      1900.75891, best error:      1823.23718 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 25.5004997253s, input_fired_time: 0.1505835950, output_fired_time: 0.1514914781, propagate_forward_time: 9.0599880219, propagate_backward_time: 14.0229597092, weight_update_time: 0.1234723330, other_time: 2.1154775620
epoch time: 2.3204994202s, input_fired_time: 0.0197194237, output_fired_time: 0.0000000000, propagate_forward_time: 1.9218825102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788975477
validation[          , genome  3026] predictions:    9342/  10000 (93.42%), best:    9448/10000 (94.48%), error:      2119.64429, best error:      1823.23718 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 26.6265602112s, input_fired_time: 0.1543395519, output_fired_time: 0.1572625190, propagate_forward_time: 9.5649881363, propagate_backward_time: 14.5921316147, weight_update_time: 0.1266477555, other_time: 2.1578378677
epoch time: 2.4590334892s, input_fired_time: 0.0214105900, output_fired_time: 0.0000000000, propagate_forward_time: 2.0451836586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924391270
validation[          , genome  3026] predictions:    9408/  10000 (94.08%), best:    9448/10000 (94.48%), error:      1930.17798, best error:      1823.23718 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 26.2990646362s, input_fired_time: 0.1529935598, output_fired_time: 0.1549226493, propagate_forward_time: 9.4180192947, propagate_backward_time: 14.4502954483, weight_update_time: 0.1252261847, other_time: 2.1228322983
epoch time: 2.2955639362s, input_fired_time: 0.0197247788, output_fired_time: 0.0000000000, propagate_forward_time: 1.9037662745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720728159
validation[          , genome  3026] predictions:    9429/  10000 (94.29%), best:    9448/10000 (94.48%), error:      1855.89978, best error:      1823.23718 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 25.6593265533s, input_fired_time: 0.1516325474, output_fired_time: 0.1520194560, propagate_forward_time: 9.0383338928, propagate_backward_time: 14.0884637833, weight_update_time: 0.1219839007, other_time: 2.2288770676
epoch time: 2.3229832649s, input_fired_time: 0.0204147995, output_fired_time: 0.0000000000, propagate_forward_time: 1.9227408171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3798276186
validation[          , genome  3026] predictions:    9434/  10000 (94.34%), best:    9448/10000 (94.48%), error:      1862.12793, best error:      1823.23718 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 26.4565048218s, input_fired_time: 0.1545199603, output_fired_time: 0.1573189944, propagate_forward_time: 9.4818382263, propagate_backward_time: 14.5064458847, weight_update_time: 0.1265330762, other_time: 2.1563825607
epoch time: 2.2962284088s, input_fired_time: 0.0194908846, output_fired_time: 0.0000000000, propagate_forward_time: 1.9046289921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721084595
validation[          , genome  3026] predictions:    9353/  10000 (93.53%), best:    9448/10000 (94.48%), error:      2103.96265, best error:      1823.23718 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 26.3409271240s, input_fired_time: 0.1534600109, output_fired_time: 0.1561012417, propagate_forward_time: 9.4371461868, propagate_backward_time: 14.4478578568, weight_update_time: 0.1238273457, other_time: 2.1463613510
epoch time: 2.3234448433s, input_fired_time: 0.0199863110, output_fired_time: 0.0000000000, propagate_forward_time: 1.9304497242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730087280
validation[          , genome  3026] predictions:    9415/  10000 (94.15%), best:    9448/10000 (94.48%), error:      1939.30652, best error:      1823.23718 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 26.6808052063s, input_fired_time: 0.1545831412, output_fired_time: 0.1572191119, propagate_forward_time: 9.6136674881, propagate_backward_time: 14.5997009277, weight_update_time: 0.1254516095, other_time: 2.1556358337
epoch time: 2.3065423965s, input_fired_time: 0.0195520334, output_fired_time: 0.0000000000, propagate_forward_time: 1.9096029997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773874044
validation[          , genome  3026] predictions:    9398/  10000 (93.98%), best:    9448/10000 (94.48%), error:      1942.26672, best error:      1823.23718 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 25.8346939087s, input_fired_time: 0.1509310454, output_fired_time: 0.1524560899, propagate_forward_time: 9.2938356400, propagate_backward_time: 14.1261739731, weight_update_time: 0.1227619871, other_time: 2.1112985611
epoch time: 2.3185193539s, input_fired_time: 0.0200108886, output_fired_time: 0.0000000000, propagate_forward_time: 1.9217584133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3767499924
validation[          , genome  3026] predictions:    9418/  10000 (94.18%), best:    9448/10000 (94.48%), error:      1915.71655, best error:      1823.23718 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 26.6795024872s, input_fired_time: 0.1550110877, output_fired_time: 0.1565471590, propagate_forward_time: 9.6198024750, propagate_backward_time: 14.6357746124, weight_update_time: 0.1236952841, other_time: 2.1123676300
epoch time: 2.1987972260s, input_fired_time: 0.0187852662, output_fired_time: 0.0000000000, propagate_forward_time: 1.8200315237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599804640
validation[          , genome  3026] predictions:    9421/  10000 (94.21%), best:    9448/10000 (94.48%), error:      1886.56946, best error:      1823.23718 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 26.2791290283s, input_fired_time: 0.1546146870, output_fired_time: 0.1557792276, propagate_forward_time: 9.4598598480, propagate_backward_time: 14.4060773849, weight_update_time: 0.1229007989, other_time: 2.1027975082
epoch time: 2.3063571453s, input_fired_time: 0.0194587763, output_fired_time: 0.0000000000, propagate_forward_time: 1.9092270136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776713610
validation[          , genome  3026] predictions:    9421/  10000 (94.21%), best:    9448/10000 (94.48%), error:      1931.81689, best error:      1823.23718 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 26.4217128754s, input_fired_time: 0.1536335796, output_fired_time: 0.1543060988, propagate_forward_time: 9.4956321716, propagate_backward_time: 14.4868078232, weight_update_time: 0.1227632761, other_time: 2.1313333511
epoch time: 2.2411355972s, input_fired_time: 0.0192155000, output_fired_time: 0.0000000000, propagate_forward_time: 1.8572007418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647192717
validation[          , genome  3026] predictions:    9398/  10000 (93.98%), best:    9448/10000 (94.48%), error:      1943.89392, best error:      1823.23718 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: 11.6821069717s, input_fired_time: 0.0977026075, output_fired_time: 0.0000000000, propagate_forward_time: 9.6526479721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9317560196
best training[          , genome  3026] predictions:   48006/  50000 (96.01%), best:    9448/10000 (94.48%), error:      7129.26123, best error:      1823.23718 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: 2.3351101875s, input_fired_time: 0.0193074513, output_fired_time: 0.0000000000, propagate_forward_time: 1.9349998236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808029890
   testing[          , genome  3026] predictions:    9551/  10000 (95.51%), best:    9448/10000 (94.48%), error:      1606.64221, best error:      1823.23718 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:37:32 (4048): called boinc_finish(0)

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