Nameexact_genome_1512568488_41_5598_0
Workunit2599230
Created7 Dec 2017, 15:31:26 UTC
Sent7 Dec 2017, 15:36:04 UTC
Report deadline13 Dec 2017, 9:12:27 UTC
Received9 Dec 2017, 9:29:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54347
Run time2 hours 20 min 27 sec
CPU time2 hours 13 min 26 sec
Validate stateValid
Credit1,433.40
Device peak FLOPS3.52 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.08 MB
Peak swap size150.46 MB
Peak disk usage1.58 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
d_time: 0.1337914169, output_fired_time: 0.0000000000, propagate_forward_time: 5.0800433159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806966782
validation[          , genome  5598] predictions:    9574/  10000 (95.74%), best:    9629/10000 (96.29%), error:      1372.39380, best error:      1254.50061 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 75.1346817017s, input_fired_time: 1.0832350254, output_fired_time: 1.0099619627, propagate_forward_time: 25.4928627014, propagate_backward_time: 44.9567489624, weight_update_time: 0.1147041246, other_time: 2.5918693542
epoch time: 5.6402692795s, input_fired_time: 0.1301283538, output_fired_time: 0.0000000000, propagate_forward_time: 5.0502395630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4599013329
validation[          , genome  5598] predictions:    9604/  10000 (96.04%), best:    9629/10000 (96.29%), error:      1353.05981, best error:      1254.50061 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 74.3512649536s, input_fired_time: 1.0817722082, output_fired_time: 0.9901544452, propagate_forward_time: 25.1326942444, propagate_backward_time: 44.4914321899, weight_update_time: 0.1200134456, other_time: 2.6552085876
epoch time: 5.5984811783s, input_fired_time: 0.1336797774, output_fired_time: 0.0000000000, propagate_forward_time: 5.0050816536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4597196579
validation[          , genome  5598] predictions:    9631/  10000 (96.31%), best:    9631/10000 (96.31%), error:      1245.15710, best error:      1245.15710 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 74.8377456665s, input_fired_time: 1.1043241024, output_fired_time: 0.9737095833, propagate_forward_time: 25.4601573944, propagate_backward_time: 44.7736549377, weight_update_time: 0.1228212416, other_time: 2.5258979797
epoch time: 5.6145572662s, input_fired_time: 0.1342645586, output_fired_time: 0.0000000000, propagate_forward_time: 5.0145049095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4657878876
validation[          , genome  5598] predictions:    9595/  10000 (95.95%), best:    9631/10000 (96.31%), error:      1355.98181, best error:      1245.15710 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 74.7033538818s, input_fired_time: 1.0972110033, output_fired_time: 0.9972931743, propagate_forward_time: 25.4435138702, propagate_backward_time: 44.6279411316, weight_update_time: 0.1142317653, other_time: 2.5373954773
epoch time: 5.7252635956s, input_fired_time: 0.1321903467, output_fired_time: 0.0000000000, propagate_forward_time: 5.1170897484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4759836197
validation[          , genome  5598] predictions:    9579/  10000 (95.79%), best:    9631/10000 (96.31%), error:      1405.71265, best error:      1245.15710 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 75.0894393921s, input_fired_time: 1.0979216099, output_fired_time: 0.9880995154, propagate_forward_time: 25.4367980957, propagate_backward_time: 45.0153770447, weight_update_time: 0.1207438186, other_time: 2.5512428284
epoch time: 5.6211209297s, input_fired_time: 0.1385188103, output_fired_time: 0.0000000000, propagate_forward_time: 5.0083394051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4742627144
validation[          , genome  5598] predictions:    9614/  10000 (96.14%), best:    9631/10000 (96.31%), error:      1303.77722, best error:      1245.15710 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 74.6383972168s, input_fired_time: 1.0720551014, output_fired_time: 0.9743534327, propagate_forward_time: 25.2940731049, propagate_backward_time: 44.7554244995, weight_update_time: 0.1125452146, other_time: 2.5424957275
epoch time: 5.6371521950s, input_fired_time: 0.1314529926, output_fired_time: 0.0000000000, propagate_forward_time: 5.0316185951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4740805626
validation[          , genome  5598] predictions:    9590/  10000 (95.90%), best:    9631/10000 (96.31%), error:      1383.76245, best error:      1245.15710 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 75.7868652344s, input_fired_time: 1.0868570805, output_fired_time: 0.9753704667, propagate_forward_time: 25.1248226166, propagate_backward_time: 46.0346069336, weight_update_time: 0.1131345481, other_time: 2.5652008057
epoch time: 5.6385407448s, input_fired_time: 0.1315789372, output_fired_time: 0.0000000000, propagate_forward_time: 5.0321173668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4748444557
validation[          , genome  5598] predictions:    9612/  10000 (96.12%), best:    9612/10000 (96.12%), error:      1243.60144, best error:      1243.60144 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 74.7497406006s, input_fired_time: 1.2033581734, output_fired_time: 0.9906385541, propagate_forward_time: 25.1736450195, propagate_backward_time: 44.7566184998, weight_update_time: 0.1128245741, other_time: 2.6254768372
epoch time: 5.6561255455s, input_fired_time: 0.1338236481, output_fired_time: 0.0000000000, propagate_forward_time: 5.0572047234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650969505
validation[          , genome  5598] predictions:    9637/  10000 (96.37%), best:    9637/10000 (96.37%), error:      1222.16650, best error:      1222.16650 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 75.2956008911s, input_fired_time: 1.0845899582, output_fired_time: 0.9791200757, propagate_forward_time: 25.2107753754, propagate_backward_time: 45.3143730164, weight_update_time: 0.1110449433, other_time: 2.7067451477
epoch time: 5.7578573227s, input_fired_time: 0.1369848102, output_fired_time: 0.0000000000, propagate_forward_time: 5.1054916382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5153808594
validation[          , genome  5598] predictions:    9604/  10000 (96.04%), best:    9637/10000 (96.37%), error:      1293.40735, best error:      1222.16650 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 76.7741317749s, input_fired_time: 1.0971462727, output_fired_time: 0.9895345569, propagate_forward_time: 25.5679302216, propagate_backward_time: 46.5479774475, weight_update_time: 0.1133585945, other_time: 2.5715446472
epoch time: 5.5767340660s, input_fired_time: 0.1317326277, output_fired_time: 0.0000000000, propagate_forward_time: 4.9779233932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670782089
validation[          , genome  5598] predictions:    9645/  10000 (96.45%), best:    9645/10000 (96.45%), error:      1152.27710, best error:      1152.27710 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 75.6419906616s, input_fired_time: 1.0941632986, output_fired_time: 0.9896359444, propagate_forward_time: 25.8660259247, propagate_backward_time: 45.1416168213, weight_update_time: 0.1138576567, other_time: 2.5505447388
epoch time: 5.7114005089s, input_fired_time: 0.1438346952, output_fired_time: 0.0000000000, propagate_forward_time: 5.1065402031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610257149
validation[          , genome  5598] predictions:    9587/  10000 (95.87%), best:    9645/10000 (96.45%), error:      1333.88599, best error:      1152.27710 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 75.2657470703s, input_fired_time: 1.0904251337, output_fired_time: 0.9926196337, propagate_forward_time: 25.1393051147, propagate_backward_time: 45.5094146729, weight_update_time: 0.1132902578, other_time: 2.5339813232
epoch time: 5.6032619476s, input_fired_time: 0.1343044788, output_fired_time: 0.0000000000, propagate_forward_time: 5.0034527779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655046463
validation[          , genome  5598] predictions:    9570/  10000 (95.70%), best:    9645/10000 (96.45%), error:      1393.23706, best error:      1152.27710 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 75.8279113770s, input_fired_time: 1.0840885639, output_fired_time: 0.9696155190, propagate_forward_time: 25.9093322754, propagate_backward_time: 45.3005905151, weight_update_time: 0.1131922603, other_time: 2.5642852783
epoch time: 5.9467325211s, input_fired_time: 0.1328976154, output_fired_time: 0.0000000000, propagate_forward_time: 5.2215547562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5922803879
validation[          , genome  5598] predictions:    9654/  10000 (96.54%), best:    9645/10000 (96.45%), error:      1170.85925, best error:      1152.27710 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 76.7969436646s, input_fired_time: 1.0938420296, output_fired_time: 0.9946544766, propagate_forward_time: 25.7975025177, propagate_backward_time: 46.3660202026, weight_update_time: 0.1151461676, other_time: 2.5449295044
epoch time: 5.6001811028s, input_fired_time: 0.1295900941, output_fired_time: 0.0000000000, propagate_forward_time: 5.0128483772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4577426910
validation[          , genome  5598] predictions:    9555/  10000 (95.55%), best:    9645/10000 (96.45%), error:      1389.92114, best error:      1152.27710 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 76.2805786133s, input_fired_time: 1.0958353281, output_fired_time: 1.0724953413, propagate_forward_time: 25.7972946167, propagate_backward_time: 45.7850799561, weight_update_time: 0.1135990471, other_time: 2.5298767090
epoch time: 5.6929407120s, input_fired_time: 0.1331023872, output_fired_time: 0.0000000000, propagate_forward_time: 5.0912408829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685974121
validation[          , genome  5598] predictions:    9597/  10000 (95.97%), best:    9645/10000 (96.45%), error:      1300.27576, best error:      1152.27710 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 75.0722198486s, input_fired_time: 1.1165297031, output_fired_time: 0.9805110693, propagate_forward_time: 25.5292911530, propagate_backward_time: 44.9084091187, weight_update_time: 0.1255456656, other_time: 2.5374755859
epoch time: 5.8066067696s, input_fired_time: 0.1317511499, output_fired_time: 0.0000000000, propagate_forward_time: 5.1891784668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4856772423
validation[          , genome  5598] predictions:    9616/  10000 (96.16%), best:    9645/10000 (96.45%), error:      1248.83679, best error:      1152.27710 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 74.6681213379s, input_fired_time: 1.1171588898, output_fired_time: 0.9746489525, propagate_forward_time: 25.5253009796, propagate_backward_time: 44.5076065063, weight_update_time: 0.1199354008, other_time: 2.5434112549
epoch time: 5.5691294670s, input_fired_time: 0.1283897609, output_fired_time: 0.0000000000, propagate_forward_time: 4.9739737511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667658806
validation[          , genome  5598] predictions:    9625/  10000 (96.25%), best:    9645/10000 (96.45%), error:      1244.35913, best error:      1152.27710 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 74.4986267090s, input_fired_time: 1.0971885920, output_fired_time: 0.9821426868, propagate_forward_time: 25.0026206970, propagate_backward_time: 44.8795547485, weight_update_time: 0.1148032025, other_time: 2.5371208191
epoch time: 5.7649393082s, input_fired_time: 0.1374597251, output_fired_time: 0.0000000000, propagate_forward_time: 5.1466689110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4808106422
validation[          , genome  5598] predictions:    9623/  10000 (96.23%), best:    9645/10000 (96.45%), error:      1259.85791, best error:      1152.27710 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 74.3832092285s, input_fired_time: 1.1394591331, output_fired_time: 0.9791534543, propagate_forward_time: 25.1220932007, propagate_backward_time: 44.6042366028, weight_update_time: 0.1177551672, other_time: 2.5382652283
epoch time: 5.6706004143s, input_fired_time: 0.1323968172, output_fired_time: 0.0000000000, propagate_forward_time: 5.0712165833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4669871330
validation[          , genome  5598] predictions:    9632/  10000 (96.32%), best:    9645/10000 (96.45%), error:      1202.75769, best error:      1152.27710 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 74.6764526367s, input_fired_time: 1.1451773643, output_fired_time: 0.9750979543, propagate_forward_time: 25.3943138123, propagate_backward_time: 44.6311531067, weight_update_time: 0.1170191467, other_time: 2.5307083130
epoch time: 5.5848546028s, input_fired_time: 0.1317144036, output_fired_time: 0.0000000000, propagate_forward_time: 4.9806718826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724683762
validation[          , genome  5598] predictions:    9622/  10000 (96.22%), best:    9645/10000 (96.45%), error:      1226.68738, best error:      1152.27710 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 74.5477752686s, input_fired_time: 1.1006627083, output_fired_time: 0.9800456166, propagate_forward_time: 25.2162895203, propagate_backward_time: 44.7076148987, weight_update_time: 0.1151412874, other_time: 2.5431594849
epoch time: 5.7185173035s, input_fired_time: 0.1292814016, output_fired_time: 0.0000000000, propagate_forward_time: 5.0991015434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4901342392
validation[          , genome  5598] predictions:    9620/  10000 (96.20%), best:    9645/10000 (96.45%), error:      1283.16711, best error:      1152.27710 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 74.9926605225s, input_fired_time: 1.1041522026, output_fired_time: 0.9880088568, propagate_forward_time: 25.4601287842, propagate_backward_time: 44.9019203186, weight_update_time: 0.1147773638, other_time: 2.5384559631
epoch time: 5.7952189445s, input_fired_time: 0.1386649907, output_fired_time: 0.0000000000, propagate_forward_time: 5.1942086220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4623451233
validation[          , genome  5598] predictions:    9640/  10000 (96.40%), best:    9645/10000 (96.45%), error:      1211.52563, best error:      1152.27710 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 74.0969161987s, input_fired_time: 1.0854462385, output_fired_time: 0.9944828749, propagate_forward_time: 25.0195808411, propagate_backward_time: 44.4695854187, weight_update_time: 0.1110974029, other_time: 2.5278167725
epoch time: 5.8136301041s, input_fired_time: 0.2361421287, output_fired_time: 0.0000000000, propagate_forward_time: 5.1053242683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721636772
validation[          , genome  5598] predictions:    9644/  10000 (96.44%), best:    9644/10000 (96.44%), error:      1140.50330, best error:      1140.50330 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 74.4043884277s, input_fired_time: 1.1276694536, output_fired_time: 0.9751086831, propagate_forward_time: 25.1587982178, propagate_backward_time: 44.5998458862, weight_update_time: 0.1189712510, other_time: 2.5429687500
epoch time: 5.6290516853s, input_fired_time: 0.1306882650, output_fired_time: 0.0000000000, propagate_forward_time: 5.0220904350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762730598
validation[          , genome  5598] predictions:    9634/  10000 (96.34%), best:    9644/10000 (96.44%), error:      1188.74072, best error:      1140.50330 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 74.0985565186s, input_fired_time: 1.1562438011, output_fired_time: 0.9792314768, propagate_forward_time: 25.0687694550, propagate_backward_time: 44.3357048035, weight_update_time: 0.1202657446, other_time: 2.5586051941
epoch time: 5.6689939499s, input_fired_time: 0.1368613243, output_fired_time: 0.0000000000, propagate_forward_time: 5.0606780052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4714546204
validation[          , genome  5598] predictions:    9651/  10000 (96.51%), best:    9644/10000 (96.44%), error:      1178.02002, best error:      1140.50330 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 75.1406555176s, input_fired_time: 1.0843601227, output_fired_time: 0.9808601141, propagate_forward_time: 25.4296760559, propagate_backward_time: 45.0927658081, weight_update_time: 0.1165897995, other_time: 2.5529975891
epoch time: 5.5663332939s, input_fired_time: 0.1283007860, output_fired_time: 0.0000000000, propagate_forward_time: 4.9632000923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4748325348
validation[          , genome  5598] predictions:    9640/  10000 (96.40%), best:    9644/10000 (96.44%), error:      1158.32861, best error:      1140.50330 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 75.2253341675s, input_fired_time: 1.0961235762, output_fired_time: 0.9916080832, propagate_forward_time: 25.6233596802, propagate_backward_time: 44.9771194458, weight_update_time: 0.1142443120, other_time: 2.5371246338
epoch time: 5.6957478523s, input_fired_time: 0.1358911991, output_fired_time: 0.0000000000, propagate_forward_time: 5.0683512688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4915051460
validation[          , genome  5598] predictions:    9585/  10000 (95.85%), best:    9644/10000 (96.44%), error:      1298.01831, best error:      1140.50330 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 75.3405838013s, input_fired_time: 1.1208084822, output_fired_time: 1.0105645657, propagate_forward_time: 25.7404041290, propagate_backward_time: 44.8706932068, weight_update_time: 0.1176098436, other_time: 2.5981101990
epoch time: 5.5943012238s, input_fired_time: 0.1292254627, output_fired_time: 0.0000000000, propagate_forward_time: 4.9973702431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677057266
validation[          , genome  5598] predictions:    9567/  10000 (95.67%), best:    9644/10000 (96.44%), error:      1358.25317, best error:      1140.50330 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 77.4523239136s, input_fired_time: 1.0950226784, output_fired_time: 0.9869546890, propagate_forward_time: 25.6270141602, propagate_backward_time: 47.1977348328, weight_update_time: 0.1161554977, other_time: 2.5455970764
epoch time: 5.6110448837s, input_fired_time: 0.1315572858, output_fired_time: 0.0000000000, propagate_forward_time: 5.0181546211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4613327980
validation[          , genome  5598] predictions:    9640/  10000 (96.40%), best:    9644/10000 (96.44%), error:      1141.47266, best error:      1140.50330 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 74.9975967407s, input_fired_time: 1.1003237963, output_fired_time: 0.9787583947, propagate_forward_time: 25.4626865387, propagate_backward_time: 44.9146881104, weight_update_time: 0.1198248640, other_time: 2.5411376953
epoch time: 5.6518621445s, input_fired_time: 0.1439672709, output_fired_time: 0.0000000000, propagate_forward_time: 5.0482320786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4596629143
validation[          , genome  5598] predictions:    9663/  10000 (96.63%), best:    9663/10000 (96.63%), error:      1106.15503, best error:      1106.15503 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 73.9589462280s, input_fired_time: 1.0927557945, output_fired_time: 0.9942870736, propagate_forward_time: 25.0885963440, propagate_backward_time: 44.2562332153, weight_update_time: 0.1124710441, other_time: 2.5270729065
epoch time: 5.6396656036s, input_fired_time: 0.1395797282, output_fired_time: 0.0000000000, propagate_forward_time: 5.0246725082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4754133224
validation[          , genome  5598] predictions:    9612/  10000 (96.12%), best:    9663/10000 (96.63%), error:      1231.81665, best error:      1106.15503 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 74.9756622314s, input_fired_time: 1.1115581989, output_fired_time: 0.9858275652, propagate_forward_time: 25.5690994263, propagate_backward_time: 44.7766532898, weight_update_time: 0.1148955226, other_time: 2.5325279236
epoch time: 5.8151836395s, input_fired_time: 0.1372770369, output_fired_time: 0.0000000000, propagate_forward_time: 5.1905207634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4873857498
validation[          , genome  5598] predictions:    9660/  10000 (96.60%), best:    9663/10000 (96.63%), error:      1140.00134, best error:      1106.15503 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 75.3740844727s, input_fired_time: 1.1523920298, output_fired_time: 0.9889177680, propagate_forward_time: 25.5848083496, propagate_backward_time: 45.0146102905, weight_update_time: 0.1133113056, other_time: 2.6333618164
epoch time: 5.6239428520s, input_fired_time: 0.1356675625, output_fired_time: 0.0000000000, propagate_forward_time: 5.0183968544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698786736
validation[          , genome  5598] predictions:    9610/  10000 (96.10%), best:    9663/10000 (96.63%), error:      1309.79492, best error:      1106.15503 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 74.2361831665s, input_fired_time: 1.1149021387, output_fired_time: 0.9798182845, propagate_forward_time: 25.1051368713, propagate_backward_time: 44.5459785461, weight_update_time: 0.1121057197, other_time: 2.4903488159
epoch time: 5.6033039093s, input_fired_time: 0.1354415566, output_fired_time: 0.0000000000, propagate_forward_time: 4.9973297119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4705324173
validation[          , genome  5598] predictions:    9525/  10000 (95.25%), best:    9663/10000 (96.63%), error:      1591.64185, best error:      1106.15503 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 74.6443328857s, input_fired_time: 1.0969310999, output_fired_time: 0.9736477137, propagate_forward_time: 25.2087707520, propagate_backward_time: 44.8582534790, weight_update_time: 0.1148808822, other_time: 2.5067291260
epoch time: 5.8672246933s, input_fired_time: 0.1355527639, output_fired_time: 0.0000000000, propagate_forward_time: 5.2499890327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4816827774
validation[          , genome  5598] predictions:    9578/  10000 (95.78%), best:    9663/10000 (96.63%), error:      1389.34717, best error:      1106.15503 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 76.3358230591s, input_fired_time: 1.0806547403, output_fired_time: 0.9866113663, propagate_forward_time: 26.8881378174, propagate_backward_time: 44.8575820923, weight_update_time: 0.1156399250, other_time: 2.5228347778
epoch time: 5.6401872635s, input_fired_time: 0.1275949627, output_fired_time: 0.0000000000, propagate_forward_time: 5.0510954857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614968300
validation[          , genome  5598] predictions:    9650/  10000 (96.50%), best:    9663/10000 (96.63%), error:      1144.48010, best error:      1106.15503 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 80.4514083862s, input_fired_time: 1.0886043310, output_fired_time: 0.9822558761, propagate_forward_time: 27.7963256836, propagate_backward_time: 47.7009620667, weight_update_time: 0.2686340809, other_time: 2.8832588196
epoch time: 5.6542897224s, input_fired_time: 0.1316541433, output_fired_time: 0.0000000000, propagate_forward_time: 5.0595388412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4630966187
validation[          , genome  5598] predictions:    9667/  10000 (96.67%), best:    9667/10000 (96.67%), error:      1083.85876, best error:      1083.85876 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 75.3655929565s, input_fired_time: 1.1545495987, output_fired_time: 1.0052109957, propagate_forward_time: 25.7719860077, propagate_backward_time: 44.9103088379, weight_update_time: 0.1186097413, other_time: 2.5235366821
epoch time: 5.9495449066s, input_fired_time: 0.1324632764, output_fired_time: 0.0000000000, propagate_forward_time: 5.3253278732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4917535782
validation[          , genome  5598] predictions:    9621/  10000 (96.21%), best:    9667/10000 (96.67%), error:      1186.50366, best error:      1083.85876 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 74.5429916382s, input_fired_time: 1.0975097418, output_fired_time: 1.0125294924, propagate_forward_time: 25.0715236664, propagate_backward_time: 44.8432922363, weight_update_time: 0.1185754761, other_time: 2.5181350708
epoch time: 5.7106890678s, input_fired_time: 0.1328276247, output_fired_time: 0.0000000000, propagate_forward_time: 5.1076664925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701948166
validation[          , genome  5598] predictions:    9596/  10000 (95.96%), best:    9667/10000 (96.67%), error:      1316.40686, best error:      1083.85876 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 74.7005615234s, input_fired_time: 1.0743676424, output_fired_time: 0.9857090712, propagate_forward_time: 25.0786018372, propagate_backward_time: 45.0261268616, weight_update_time: 0.1115649566, other_time: 2.5357513428
epoch time: 5.6466217041s, input_fired_time: 0.1334746778, output_fired_time: 0.0000000000, propagate_forward_time: 5.0342836380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4788632393
validation[          , genome  5598] predictions:    9646/  10000 (96.46%), best:    9667/10000 (96.67%), error:      1170.86157, best error:      1083.85876 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 74.8220062256s, input_fired_time: 1.0793401003, output_fired_time: 0.9829504490, propagate_forward_time: 25.3083724976, propagate_backward_time: 44.9298667908, weight_update_time: 0.1112028435, other_time: 2.5214805603
epoch time: 5.8683357239s, input_fired_time: 0.1330736578, output_fired_time: 0.0000000000, propagate_forward_time: 5.2642173767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4710445404
validation[          , genome  5598] predictions:    9626/  10000 (96.26%), best:    9667/10000 (96.67%), error:      1258.30298, best error:      1083.85876 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 74.6049499512s, input_fired_time: 1.1013703346, output_fired_time: 0.9922374487, propagate_forward_time: 25.2214584351, propagate_backward_time: 44.6137962341, weight_update_time: 0.1487630904, other_time: 2.6760826111
epoch time: 5.5769386292s, input_fired_time: 0.1417110860, output_fired_time: 0.0000000000, propagate_forward_time: 4.9700145721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652128220
validation[          , genome  5598] predictions:    9650/  10000 (96.50%), best:    9667/10000 (96.67%), error:      1164.70227, best error:      1083.85876 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 75.6529235840s, input_fired_time: 1.1520274878, output_fired_time: 1.1433969736, propagate_forward_time: 25.8365917206, propagate_backward_time: 44.9789161682, weight_update_time: 0.1159933954, other_time: 2.5419883728
epoch time: 5.8449177742s, input_fired_time: 0.1331349164, output_fired_time: 0.0000000000, propagate_forward_time: 5.2407741547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4710087776
validation[          , genome  5598] predictions:    9655/  10000 (96.55%), best:    9667/10000 (96.67%), error:      1122.64099, best error:      1083.85876 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 77.1561660767s, input_fired_time: 1.1059820652, output_fired_time: 0.9882666469, propagate_forward_time: 27.8568954468, propagate_backward_time: 44.6634788513, weight_update_time: 0.1118054613, other_time: 2.5415458679
epoch time: 5.9362039566s, input_fired_time: 0.1521792263, output_fired_time: 0.0000000000, propagate_forward_time: 5.2868032455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4972214699
validation[          , genome  5598] predictions:    9661/  10000 (96.61%), best:    9667/10000 (96.67%), error:      1106.73779, best error:      1083.85876 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 75.5327224731s, input_fired_time: 1.0888792276, output_fired_time: 0.9737174511, propagate_forward_time: 25.4401721954, propagate_backward_time: 45.2392272949, weight_update_time: 0.1189474389, other_time: 2.7907257080
epoch time: 5.6478085518s, input_fired_time: 0.1564875990, output_fired_time: 0.0000000000, propagate_forward_time: 5.0071706772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4841504097
validation[          , genome  5598] predictions:    9667/  10000 (96.67%), best:    9667/10000 (96.67%), error:      1103.62878, best error:      1083.85876 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 75.0820693970s, input_fired_time: 1.0981582403, output_fired_time: 0.9768765569, propagate_forward_time: 25.1501388550, propagate_backward_time: 45.2878723145, weight_update_time: 0.1214948893, other_time: 2.5690231323
epoch time: 5.5901670456s, input_fired_time: 0.1321924180, output_fired_time: 0.0000000000, propagate_forward_time: 4.9879918098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4699826241
validation[          , genome  5598] predictions:    9651/  10000 (96.51%), best:    9667/10000 (96.67%), error:      1146.01819, best error:      1083.85876 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 74.8677062988s, input_fired_time: 1.0853145123, output_fired_time: 0.9981834888, propagate_forward_time: 25.3358669281, propagate_backward_time: 44.8873481750, weight_update_time: 0.1107636243, other_time: 2.5609931946
epoch time: 5.6647057533s, input_fired_time: 0.1955175847, output_fired_time: 0.0000000000, propagate_forward_time: 5.0004329681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687552452
validation[          , genome  5598] predictions:    9637/  10000 (96.37%), best:    9667/10000 (96.67%), error:      1166.18884, best error:      1083.85876 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 92.7375335693s, input_fired_time: 11.1853055954, output_fired_time: 0.9961637855, propagate_forward_time: 27.0474929810, propagate_backward_time: 50.9179878235, weight_update_time: 0.1161355674, other_time: 2.5905876160
epoch time: 5.8689436913s, input_fired_time: 0.1327232718, output_fired_time: 0.0000000000, propagate_forward_time: 5.2736291885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4625911713
validation[          , genome  5598] predictions:    9636/  10000 (96.36%), best:    9667/10000 (96.67%), error:      1199.82434, best error:      1083.85876 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 74.4807434082s, input_fired_time: 1.0901209116, output_fired_time: 0.9821144938, propagate_forward_time: 25.3500251770, propagate_backward_time: 44.5462265015, weight_update_time: 0.1130475327, other_time: 2.5122566223
epoch time: 5.6377520561s, input_fired_time: 0.1360252202, output_fired_time: 0.0000000000, propagate_forward_time: 5.0203003883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4814262390
validation[          , genome  5598] predictions:    9606/  10000 (96.06%), best:    9667/10000 (96.67%), error:      1286.53931, best error:      1083.85876 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 74.7998580933s, input_fired_time: 1.0908875465, output_fired_time: 0.9885933399, propagate_forward_time: 25.2979221344, propagate_backward_time: 44.8193855286, weight_update_time: 0.1122338325, other_time: 2.6030693054
epoch time: 5.6771578789s, input_fired_time: 0.2026296556, output_fired_time: 0.0000000000, propagate_forward_time: 5.0041918755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703364372
validation[          , genome  5598] predictions:    9650/  10000 (96.50%), best:    9667/10000 (96.67%), error:      1179.06799, best error:      1083.85876 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 75.9001770020s, input_fired_time: 1.0949614048, output_fired_time: 0.9994524121, propagate_forward_time: 25.1825695038, propagate_backward_time: 46.1422157288, weight_update_time: 0.1118176877, other_time: 2.4809761047
epoch time: 5.7199463844s, input_fired_time: 0.1376899928, output_fired_time: 0.0000000000, propagate_forward_time: 5.1171307564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4651255608
validation[          , genome  5598] predictions:    9620/  10000 (96.20%), best:    9667/10000 (96.67%), error:      1164.67883, best error:      1083.85876 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 74.9309387207s, input_fired_time: 1.0914347172, output_fired_time: 0.9877520204, propagate_forward_time: 25.4432983398, propagate_backward_time: 44.8973236084, weight_update_time: 0.1129459739, other_time: 2.5111236572
epoch time: 5.7461571693s, input_fired_time: 0.1357551068, output_fired_time: 0.0000000000, propagate_forward_time: 5.1421976089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682044983
validation[          , genome  5598] predictions:    9664/  10000 (96.64%), best:    9667/10000 (96.67%), error:      1142.87939, best error:      1083.85876 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 75.2578125000s, input_fired_time: 1.1062263250, output_fired_time: 0.9872049689, propagate_forward_time: 25.5197563171, propagate_backward_time: 44.8522987366, weight_update_time: 0.1149490997, other_time: 2.7923278809
epoch time: 5.5912294388s, input_fired_time: 0.1340213120, output_fired_time: 0.0000000000, propagate_forward_time: 4.9765219688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806861877
validation[          , genome  5598] predictions:    9630/  10000 (96.30%), best:    9667/10000 (96.67%), error:      1236.91040, best error:      1083.85876 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 74.9089889526s, input_fired_time: 1.0962153673, output_fired_time: 0.9714184999, propagate_forward_time: 25.3702087402, propagate_backward_time: 44.9251899719, weight_update_time: 0.1196162254, other_time: 2.5459556580
epoch time: 6.1590647697s, input_fired_time: 0.2069663107, output_fired_time: 0.0000000000, propagate_forward_time: 5.4783949852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737033844
validation[          , genome  5598] predictions:    9614/  10000 (96.14%), best:    9667/10000 (96.67%), error:      1228.52258, best error:      1083.85876 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 74.6659622192s, input_fired_time: 1.1038502455, output_fired_time: 0.9788467288, propagate_forward_time: 25.4379749298, propagate_backward_time: 44.6282653809, weight_update_time: 0.1156777814, other_time: 2.5170288086
epoch time: 5.6121935844s, input_fired_time: 0.1403448284, output_fired_time: 0.0000000000, propagate_forward_time: 5.0070323944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4648165703
validation[          , genome  5598] predictions:    9612/  10000 (96.12%), best:    9667/10000 (96.67%), error:      1300.10315, best error:      1083.85876 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 74.2858123779s, input_fired_time: 1.1110066175, output_fired_time: 0.9811647534, propagate_forward_time: 25.0030593872, propagate_backward_time: 44.6306915283, weight_update_time: 0.1142337844, other_time: 2.5598907471
epoch time: 5.8013215065s, input_fired_time: 0.1323632151, output_fired_time: 0.0000000000, propagate_forward_time: 5.1859202385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4830379486
validation[          , genome  5598] predictions:    9621/  10000 (96.21%), best:    9667/10000 (96.67%), error:      1224.82336, best error:      1083.85876 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 75.3196945190s, input_fired_time: 1.0970499516, output_fired_time: 0.9954117537, propagate_forward_time: 25.2707023621, propagate_backward_time: 45.4219665527, weight_update_time: 0.1202104241, other_time: 2.5345573425
epoch time: 5.6115455627s, input_fired_time: 0.1360479295, output_fired_time: 0.0000000000, propagate_forward_time: 5.0140662193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614315033
validation[          , genome  5598] predictions:    9633/  10000 (96.33%), best:    9667/10000 (96.67%), error:      1222.16211, best error:      1083.85876 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 74.5577621460s, input_fired_time: 1.0875910521, output_fired_time: 1.0031834841, propagate_forward_time: 25.2911396027, propagate_backward_time: 44.6557693481, weight_update_time: 0.1129714996, other_time: 2.5200805664
epoch time: 5.7083334923s, input_fired_time: 0.1329375058, output_fired_time: 0.0000000000, propagate_forward_time: 5.1137990952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615969658
validation[          , genome  5598] predictions:    9631/  10000 (96.31%), best:    9667/10000 (96.67%), error:      1247.56384, best error:      1083.85876 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 75.3296585083s, input_fired_time: 1.1040300131, output_fired_time: 0.9775444865, propagate_forward_time: 25.4381637573, propagate_backward_time: 45.2723960876, weight_update_time: 0.1120273024, other_time: 2.5375251770
epoch time: 5.7843441963s, input_fired_time: 0.1323219389, output_fired_time: 0.0000000000, propagate_forward_time: 5.1780309677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739913940
validation[          , genome  5598] predictions:    9657/  10000 (96.57%), best:    9667/10000 (96.67%), error:      1111.87122, best error:      1083.85876 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 74.6230773926s, input_fired_time: 1.0995301008, output_fired_time: 1.0153069496, propagate_forward_time: 25.2873210907, propagate_backward_time: 44.7171173096, weight_update_time: 0.1139443368, other_time: 2.5037994385
epoch time: 5.7888064384s, input_fired_time: 0.1314028949, output_fired_time: 0.0000000000, propagate_forward_time: 5.1920704842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653329849
validation[          , genome  5598] predictions:    9646/  10000 (96.46%), best:    9667/10000 (96.67%), error:      1136.68835, best error:      1083.85876 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 74.1933822632s, input_fired_time: 1.0978540182, output_fired_time: 0.9888287187, propagate_forward_time: 25.1141223907, propagate_backward_time: 44.3681297302, weight_update_time: 0.1193058342, other_time: 2.6244468689
epoch time: 5.8103461266s, input_fired_time: 0.1811575741, output_fired_time: 0.0000000000, propagate_forward_time: 5.1439075470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4852809906
validation[          , genome  5598] predictions:    9674/  10000 (96.74%), best:    9667/10000 (96.67%), error:      1087.69617, best error:      1083.85876 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 74.9654617310s, input_fired_time: 1.0910043716, output_fired_time: 0.9742283821, propagate_forward_time: 25.1541042328, propagate_backward_time: 45.2255249023, weight_update_time: 0.1133424267, other_time: 2.5205993652
epoch time: 5.6399741173s, input_fired_time: 0.1345893294, output_fired_time: 0.0000000000, propagate_forward_time: 5.0285534859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4768314362
validation[          , genome  5598] predictions:    9680/  10000 (96.80%), best:    9667/10000 (96.67%), error:      1093.53625, best error:      1083.85876 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 75.1920013428s, input_fired_time: 1.0927555561, output_fired_time: 0.9937302470, propagate_forward_time: 25.5304965973, propagate_backward_time: 44.9933700562, weight_update_time: 0.1150201857, other_time: 2.5816497803
epoch time: 5.6622300148s, input_fired_time: 0.1387745887, output_fired_time: 0.0000000000, propagate_forward_time: 5.0499820709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4734735489
validation[          , genome  5598] predictions:    9643/  10000 (96.43%), best:    9667/10000 (96.67%), error:      1170.43213, best error:      1083.85876 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 75.2378845215s, input_fired_time: 1.1074850559, output_fired_time: 1.2033302784, propagate_forward_time: 25.4183063507, propagate_backward_time: 44.8708953857, weight_update_time: 0.1129613072, other_time: 2.6378707886
epoch time: 5.7605714798s, input_fired_time: 0.1372507811, output_fired_time: 0.0000000000, propagate_forward_time: 5.1598196030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4635009766
validation[          , genome  5598] predictions:    9647/  10000 (96.47%), best:    9667/10000 (96.67%), error:      1141.52466, best error:      1083.85876 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 75.4304580688s, input_fired_time: 1.1025772095, output_fired_time: 0.9895919561, propagate_forward_time: 25.4117202759, propagate_backward_time: 45.3641242981, weight_update_time: 0.1133299470, other_time: 2.5624427795
epoch time: 5.6604337692s, input_fired_time: 0.1393201202, output_fired_time: 0.0000000000, propagate_forward_time: 5.0570230484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4640908241
validation[          , genome  5598] predictions:    9656/  10000 (96.56%), best:    9667/10000 (96.67%), error:      1139.62170, best error:      1083.85876 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 76.5390701294s, input_fired_time: 1.0892722607, output_fired_time: 0.9789103866, propagate_forward_time: 25.7521705627, propagate_backward_time: 46.2351417542, weight_update_time: 0.1127366796, other_time: 2.4835739136
epoch time: 5.7481355667s, input_fired_time: 0.1329214275, output_fired_time: 0.0000000000, propagate_forward_time: 5.1496424675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655718803
validation[          , genome  5598] predictions:    9652/  10000 (96.52%), best:    9667/10000 (96.67%), error:      1147.73254, best error:      1083.85876 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 75.7701644897s, input_fired_time: 1.1666820049, output_fired_time: 0.9825773239, propagate_forward_time: 25.9227447510, propagate_backward_time: 45.1083602905, weight_update_time: 0.1136210784, other_time: 2.5898056030
epoch time: 5.7642326355s, input_fired_time: 0.1446626782, output_fired_time: 0.0000000000, propagate_forward_time: 5.1354131699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4841566086
validation[          , genome  5598] predictions:    9618/  10000 (96.18%), best:    9667/10000 (96.67%), error:      1248.06848, best error:      1083.85876 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 75.2236938477s, input_fired_time: 1.1025762558, output_fired_time: 0.9935193062, propagate_forward_time: 25.2437744141, propagate_backward_time: 45.3548545837, weight_update_time: 0.1138401553, other_time: 2.5289649963
epoch time: 5.6344218254s, input_fired_time: 0.1382992864, output_fired_time: 0.0000000000, propagate_forward_time: 5.0412559509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4548664093
validation[          , genome  5598] predictions:    9640/  10000 (96.40%), best:    9667/10000 (96.67%), error:      1171.40955, best error:      1083.85876 on epoch:    51, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 75.8542251587s, input_fired_time: 1.1022769213, output_fired_time: 0.9751265645, propagate_forward_time: 25.9954471588, propagate_backward_time: 45.1056442261, weight_update_time: 0.1158184037, other_time: 2.6757278442
epoch time: 5.7131595612s, input_fired_time: 0.1363279521, output_fired_time: 0.0000000000, propagate_forward_time: 5.1104593277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4663724899
validation[          , genome  5598] predictions:    9659/  10000 (96.59%), best:    9667/10000 (96.67%), error:      1161.60986, best error:      1083.85876 on epoch:    51, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 74.5615921021s, input_fired_time: 1.1000409126, output_fired_time: 0.9843635559, propagate_forward_time: 25.0743103027, propagate_backward_time: 44.8430519104, weight_update_time: 0.1136560664, other_time: 2.5598258972
epoch time: 5.8314342499s, input_fired_time: 0.1359664202, output_fired_time: 0.0000000000, propagate_forward_time: 5.2274661064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680018425
validation[          , genome  5598] predictions:    9626/  10000 (96.26%), best:    9667/10000 (96.67%), error:      1222.95044, best error:      1083.85876 on epoch:    51, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 75.3845825195s, input_fired_time: 1.1232428551, output_fired_time: 0.9863689542, propagate_forward_time: 25.3701839447, propagate_backward_time: 45.3962554932, weight_update_time: 0.1113959923, other_time: 2.5085296631
epoch time: 7.0727453232s, input_fired_time: 0.1292887777, output_fired_time: 0.0000000000, propagate_forward_time: 5.0586524010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8848042488
validation[          , genome  5598] predictions:    9666/  10000 (96.66%), best:    9667/10000 (96.67%), error:      1133.37268, best error:      1083.85876 on epoch:    51, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 119.3851928711s, input_fired_time: 1.1954042912, output_fired_time: 1.7880215645, propagate_forward_time: 39.4647483826, propagate_backward_time: 53.7089233398, weight_update_time: 0.1225765273, other_time: 23.2280883789
epoch time: 7.0811700821s, input_fired_time: 0.1575662047, output_fired_time: 0.0000000000, propagate_forward_time: 6.3274893761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5961146355
validation[          , genome  5598] predictions:    9635/  10000 (96.35%), best:    9667/10000 (96.67%), error:      1207.07043, best error:      1083.85876 on epoch:    51, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 518.4749755859s, input_fired_time: 1.0989943743, output_fired_time: 1.0055439472, propagate_forward_time: 29.6721458435, propagate_backward_time: 484.0529479980, weight_update_time: 0.1125487983, other_time: 2.6453247070
epoch time: 5.7133531570s, input_fired_time: 0.1357190013, output_fired_time: 0.0000000000, propagate_forward_time: 5.1158394814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4617948532
validation[          , genome  5598] predictions:    9673/  10000 (96.73%), best:    9667/10000 (96.67%), error:      1085.23328, best error:      1083.85876 on epoch:    51, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 77.5676651001s, input_fired_time: 1.1018053293, output_fired_time: 0.9752429724, propagate_forward_time: 27.8563022614, propagate_backward_time: 45.0505332947, weight_update_time: 0.1193309575, other_time: 2.5837821960
epoch time: 5.6642627716s, input_fired_time: 0.1349039078, output_fired_time: 0.0000000000, propagate_forward_time: 5.0607547760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686040878
validation[          , genome  5598] predictions:    9650/  10000 (96.50%), best:    9667/10000 (96.67%), error:      1115.72009, best error:      1083.85876 on epoch:    51, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 80.6562194824s, input_fired_time: 1.1078073978, output_fired_time: 0.9947715402, propagate_forward_time: 25.5939083099, propagate_backward_time: 50.2511367798, weight_update_time: 0.1156556830, other_time: 2.7085876465
epoch time: 5.8040199280s, input_fired_time: 0.1393086016, output_fired_time: 0.0000000000, propagate_forward_time: 5.1596374512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5050740242
validation[          , genome  5598] predictions:    9615/  10000 (96.15%), best:    9667/10000 (96.67%), error:      1301.41553, best error:      1083.85876 on epoch:    51, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 75.3691024780s, input_fired_time: 1.0993509293, output_fired_time: 1.0041722059, propagate_forward_time: 25.5091533661, propagate_backward_time: 45.2149581909, weight_update_time: 0.1163405925, other_time: 2.5414657593
epoch time: 5.7791018486s, input_fired_time: 0.1363990605, output_fired_time: 0.0000000000, propagate_forward_time: 5.1701235771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725790024
validation[          , genome  5598] predictions:    9625/  10000 (96.25%), best:    9667/10000 (96.67%), error:      1249.13843, best error:      1083.85876 on epoch:    51, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 75.9940795898s, input_fired_time: 1.0982939005, output_fired_time: 1.0360853672, propagate_forward_time: 25.8475685120, propagate_backward_time: 45.4766960144, weight_update_time: 0.1120167971, other_time: 2.5354309082
epoch time: 5.6586799622s, input_fired_time: 0.1340997070, output_fired_time: 0.0000000000, propagate_forward_time: 5.0545215607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700589180
validation[          , genome  5598] predictions:    9653/  10000 (96.53%), best:    9667/10000 (96.67%), error:      1172.75330, best error:      1083.85876 on epoch:    51, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 74.9419097900s, input_fired_time: 1.1017041206, output_fired_time: 0.9850577712, propagate_forward_time: 25.4566459656, propagate_backward_time: 44.8675079346, weight_update_time: 0.1139164791, other_time: 2.5309944153
epoch time: 5.6845650673s, input_fired_time: 0.1364662051, output_fired_time: 0.0000000000, propagate_forward_time: 5.0759663582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721326828
validation[          , genome  5598] predictions:    9673/  10000 (96.73%), best:    9667/10000 (96.67%), error:      1094.44165, best error:      1083.85876 on epoch:    51, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 75.1890182495s, input_fired_time: 1.1181790829, output_fired_time: 0.9897714257, propagate_forward_time: 25.5592384338, propagate_backward_time: 45.0002899170, weight_update_time: 0.1132480130, other_time: 2.5215415955
epoch time: 5.7997589111s, input_fired_time: 0.1352619827, output_fired_time: 0.0000000000, propagate_forward_time: 5.2026562691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618406296
validation[          , genome  5598] predictions:    9654/  10000 (96.54%), best:    9667/10000 (96.67%), error:      1130.40320, best error:      1083.85876 on epoch:    51, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 74.4302520752s, input_fired_time: 1.1066737175, output_fired_time: 0.9742144942, propagate_forward_time: 25.0509567261, propagate_backward_time: 44.7489891052, weight_update_time: 0.1204984561, other_time: 2.5494194031
epoch time: 5.6663637161s, input_fired_time: 0.1343926787, output_fired_time: 0.0000000000, propagate_forward_time: 5.0103940964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5215768814
validation[          , genome  5598] predictions:    9640/  10000 (96.40%), best:    9667/10000 (96.67%), error:      1142.19470, best error:      1083.85876 on epoch:    51, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 76.1916351318s, input_fired_time: 1.1511139870, output_fired_time: 0.9773899317, propagate_forward_time: 25.1276092529, propagate_backward_time: 46.4132118225, weight_update_time: 0.1130254343, other_time: 2.5223121643
epoch time: 5.6632862091s, input_fired_time: 0.1370979100, output_fired_time: 0.0000000000, propagate_forward_time: 5.0482234955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4779648781
validation[          , genome  5598] predictions:    9659/  10000 (96.59%), best:    9667/10000 (96.67%), error:      1108.91394, best error:      1083.85876 on epoch:    51, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 75.3939132690s, input_fired_time: 1.1194474697, output_fired_time: 1.0747663975, propagate_forward_time: 25.4707908630, propagate_backward_time: 45.2080764771, weight_update_time: 0.1196571738, other_time: 2.5208320618
epoch time: 5.7141571045s, input_fired_time: 0.1359237581, output_fired_time: 0.0000000000, propagate_forward_time: 5.1093688011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688644409
validation[          , genome  5598] predictions:    9630/  10000 (96.30%), best:    9667/10000 (96.67%), error:      1221.13611, best error:      1083.85876 on epoch:    51, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 75.0873031616s, input_fired_time: 1.1172156334, output_fired_time: 0.9919357300, propagate_forward_time: 25.5335807800, propagate_backward_time: 44.8283996582, weight_update_time: 0.1149162650, other_time: 2.6161689758
epoch time: 5.6276364326s, input_fired_time: 0.1324199140, output_fired_time: 0.0000000000, propagate_forward_time: 5.0260362625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691801071
validation[          , genome  5598] predictions:    9663/  10000 (96.63%), best:    9667/10000 (96.67%), error:      1146.97546, best error:      1083.85876 on epoch:    51, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 74.1089859009s, input_fired_time: 1.1282613277, output_fired_time: 0.9886193871, propagate_forward_time: 24.9717273712, propagate_backward_time: 44.5054473877, weight_update_time: 0.1217736751, other_time: 2.5149383545
epoch time: 5.5782356262s, input_fired_time: 0.1372417212, output_fired_time: 0.0000000000, propagate_forward_time: 4.9700665474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709272385
validation[          , genome  5598] predictions:    9631/  10000 (96.31%), best:    9667/10000 (96.67%), error:      1265.36682, best error:      1083.85876 on epoch:    51, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 74.0400848389s, input_fired_time: 1.1110606194, output_fired_time: 0.9689397216, propagate_forward_time: 24.9811859131, propagate_backward_time: 44.4665336609, weight_update_time: 0.1139513776, other_time: 2.5123634338
epoch time: 5.6021151543s, input_fired_time: 0.1358632147, output_fired_time: 0.0000000000, propagate_forward_time: 5.0049414635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4613103867
validation[          , genome  5598] predictions:    9642/  10000 (96.42%), best:    9667/10000 (96.67%), error:      1193.16052, best error:      1083.85876 on epoch:    51, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 74.4945068359s, input_fired_time: 1.1005109549, output_fired_time: 0.9872918129, propagate_forward_time: 25.4437694550, propagate_backward_time: 44.3580398560, weight_update_time: 0.1153498217, other_time: 2.6048965454
epoch time: 5.5972275734s, input_fired_time: 0.1394803673, output_fired_time: 0.0000000000, propagate_forward_time: 4.9933257103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644212723
validation[          , genome  5598] predictions:    9606/  10000 (96.06%), best:    9667/10000 (96.67%), error:      1283.98218, best error:      1083.85876 on epoch:    51, 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: 28.2122726440s, input_fired_time: 0.6608715057, output_fired_time: 0.0000000000, propagate_forward_time: 25.1966838837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3547172546
best training[          , genome  5598] predictions:   49098/  50000 (98.20%), best:    9667/10000 (96.67%), error:      3105.59863, best error:      1083.85876 on epoch:    51, 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: 5.5932331085s, input_fired_time: 0.1342897415, output_fired_time: 0.0000000000, propagate_forward_time: 4.9934234619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655199051
   testing[          , genome  5598] predictions:    9728/  10000 (97.28%), best:    9667/10000 (96.67%), error:       920.45801, best error:      1083.85876 on epoch:    51, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:29:02 (15832): called boinc_finish(0)

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