Nameexact_genome_1512568488_42_4512_0
Workunit2593749
Created7 Dec 2017, 10:12:02 UTC
Sent7 Dec 2017, 10:17:33 UTC
Report deadline11 Dec 2017, 2:31:31 UTC
Received7 Dec 2017, 20:36:26 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 5 min 54 sec
CPU time2 hours 4 min 55 sec
Validate stateValid
Credit919.09
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.98 MB
Peak swap size159.38 MB
Peak disk usage2.26 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0883110762, output_fired_time: 0.0000000000, propagate_forward_time: 5.0473251343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4335384369
validation[          , genome  4512] predictions:    9597/  10000 (95.97%), best:    9604/10000 (96.04%), error:      1372.10596, best error:      1329.96838 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 68.1875076294s, input_fired_time: 0.7120996714, output_fired_time: 0.6516416669, propagate_forward_time: 25.6750526428, propagate_backward_time: 38.5735893250, weight_update_time: 0.1235017702, other_time: 2.5751266479
epoch time: 5.6646471024s, input_fired_time: 0.0899738967, output_fired_time: 0.0000000000, propagate_forward_time: 5.1420292854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4326438904
validation[          , genome  4512] predictions:    9584/  10000 (95.84%), best:    9604/10000 (96.04%), error:      1391.75305, best error:      1329.96838 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 67.7719879150s, input_fired_time: 0.7191981673, output_fired_time: 0.6617411971, propagate_forward_time: 25.6018428802, propagate_backward_time: 38.2212333679, weight_update_time: 0.1238318831, other_time: 2.5679664612
epoch time: 5.6566739082s, input_fired_time: 0.0885933787, output_fired_time: 0.0000000000, propagate_forward_time: 5.1269330978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4411473274
validation[          , genome  4512] predictions:    9558/  10000 (95.58%), best:    9604/10000 (96.04%), error:      1486.40735, best error:      1329.96838 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 67.9804534912s, input_fired_time: 0.7288529277, output_fired_time: 0.6563460827, propagate_forward_time: 25.6218338013, propagate_backward_time: 38.4158439636, weight_update_time: 0.1229924932, other_time: 2.5575752258
epoch time: 5.6722645760s, input_fired_time: 0.0913018882, output_fired_time: 0.0000000000, propagate_forward_time: 5.1458873749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4350752831
validation[          , genome  4512] predictions:    9553/  10000 (95.53%), best:    9604/10000 (96.04%), error:      1490.13794, best error:      1329.96838 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 68.1729888916s, input_fired_time: 0.7206711173, output_fired_time: 0.6593502164, propagate_forward_time: 25.7070636749, propagate_backward_time: 38.5142593384, weight_update_time: 0.1295394897, other_time: 2.5716476440
epoch time: 5.6969571114s, input_fired_time: 0.0904435739, output_fired_time: 0.0000000000, propagate_forward_time: 5.1705980301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4359154701
validation[          , genome  4512] predictions:    9577/  10000 (95.77%), best:    9604/10000 (96.04%), error:      1399.97290, best error:      1329.96838 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 67.6780395508s, input_fired_time: 0.7185007334, output_fired_time: 0.6577932835, propagate_forward_time: 25.4995365143, propagate_backward_time: 38.2135314941, weight_update_time: 0.1246114150, other_time: 2.5886840820
epoch time: 5.5932683945s, input_fired_time: 0.0908724740, output_fired_time: 0.0000000000, propagate_forward_time: 5.0529985428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4493975639
validation[          , genome  4512] predictions:    9604/  10000 (96.04%), best:    9604/10000 (96.04%), error:      1351.41052, best error:      1329.96838 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 68.7656631470s, input_fired_time: 0.7165421247, output_fired_time: 0.6699883342, propagate_forward_time: 25.9150314331, propagate_backward_time: 38.8421401978, weight_update_time: 0.1251678914, other_time: 2.6219558716
epoch time: 5.6354603767s, input_fired_time: 0.0938826576, output_fired_time: 0.0000000000, propagate_forward_time: 5.1037616730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378161430
validation[          , genome  4512] predictions:    9622/  10000 (96.22%), best:    9622/10000 (96.22%), error:      1221.62451, best error:      1221.62451 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 67.8099746704s, input_fired_time: 0.7201591730, output_fired_time: 0.6552255750, propagate_forward_time: 25.5728282928, propagate_backward_time: 38.2826080322, weight_update_time: 0.1233430803, other_time: 2.5791473389
epoch time: 5.6464881897s, input_fired_time: 0.0986818820, output_fired_time: 0.0000000000, propagate_forward_time: 5.1041307449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436755180
validation[          , genome  4512] predictions:    9623/  10000 (96.23%), best:    9622/10000 (96.22%), error:      1265.54822, best error:      1221.62451 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 68.2783203125s, input_fired_time: 0.7174219489, output_fired_time: 0.6697528362, propagate_forward_time: 25.7583351135, propagate_backward_time: 38.5351982117, weight_update_time: 0.1282683611, other_time: 2.5976104736
epoch time: 5.5794749260s, input_fired_time: 0.0888852775, output_fired_time: 0.0000000000, propagate_forward_time: 5.0548429489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357466698
validation[          , genome  4512] predictions:    9610/  10000 (96.10%), best:    9622/10000 (96.22%), error:      1347.42529, best error:      1221.62451 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 68.2477645874s, input_fired_time: 0.7191266418, output_fired_time: 0.6630620956, propagate_forward_time: 25.7390575409, propagate_backward_time: 38.5912590027, weight_update_time: 0.1217736378, other_time: 2.5352592468
epoch time: 5.5745954514s, input_fired_time: 0.0879854858, output_fired_time: 0.0000000000, propagate_forward_time: 5.0525608063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4340491295
validation[          , genome  4512] predictions:    9633/  10000 (96.33%), best:    9622/10000 (96.22%), error:      1260.81384, best error:      1221.62451 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 67.5485610962s, input_fired_time: 0.7211111784, output_fired_time: 0.6490918398, propagate_forward_time: 25.4565143585, propagate_backward_time: 38.1096038818, weight_update_time: 0.1249289736, other_time: 2.6122436523
epoch time: 5.6285538673s, input_fired_time: 0.0899415016, output_fired_time: 0.0000000000, propagate_forward_time: 5.1028094292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358029366
validation[          , genome  4512] predictions:    9644/  10000 (96.44%), best:    9622/10000 (96.22%), error:      1232.79138, best error:      1221.62451 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 67.8132629395s, input_fired_time: 0.7201411724, output_fired_time: 0.6484239101, propagate_forward_time: 25.5394897461, propagate_backward_time: 38.3630943298, weight_update_time: 0.1229568571, other_time: 2.5421180725
epoch time: 5.6441025734s, input_fired_time: 0.0892037824, output_fired_time: 0.0000000000, propagate_forward_time: 5.1136169434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4412817955
validation[          , genome  4512] predictions:    9579/  10000 (95.79%), best:    9622/10000 (96.22%), error:      1389.13940, best error:      1221.62451 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 67.5313415527s, input_fired_time: 0.7214213014, output_fired_time: 0.6554263234, propagate_forward_time: 25.4300975800, propagate_backward_time: 38.1542510986, weight_update_time: 0.1229004636, other_time: 2.5701446533
epoch time: 5.6009120941s, input_fired_time: 0.0895346701, output_fired_time: 0.0000000000, propagate_forward_time: 5.0764575005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4349198341
validation[          , genome  4512] predictions:    9640/  10000 (96.40%), best:    9640/10000 (96.40%), error:      1215.21863, best error:      1215.21863 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 68.7155532837s, input_fired_time: 0.7168018818, output_fired_time: 0.6608808041, propagate_forward_time: 25.8784580231, propagate_backward_time: 38.9035453796, weight_update_time: 0.1223528609, other_time: 2.5558662415
epoch time: 5.5942568779s, input_fired_time: 0.0912177861, output_fired_time: 0.0000000000, propagate_forward_time: 5.0571341515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459047318
validation[          , genome  4512] predictions:    9644/  10000 (96.44%), best:    9644/10000 (96.44%), error:      1184.83203, best error:      1184.83203 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 67.2539062500s, input_fired_time: 0.7148947120, output_fired_time: 0.6496809721, propagate_forward_time: 25.3440284729, propagate_backward_time: 37.9592437744, weight_update_time: 0.1228535920, other_time: 2.5860557556
epoch time: 5.7141470909s, input_fired_time: 0.0898311809, output_fired_time: 0.0000000000, propagate_forward_time: 5.1667828560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575328827
validation[          , genome  4512] predictions:    9625/  10000 (96.25%), best:    9644/10000 (96.44%), error:      1189.79822, best error:      1184.83203 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 68.0431900024s, input_fired_time: 0.7239546776, output_fired_time: 0.6657528877, propagate_forward_time: 25.6953144073, propagate_backward_time: 38.3691711426, weight_update_time: 0.1245841905, other_time: 2.5889968872
epoch time: 5.5346589088s, input_fired_time: 0.0884222612, output_fired_time: 0.0000000000, propagate_forward_time: 5.0153150558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309215546
validation[          , genome  4512] predictions:    9642/  10000 (96.42%), best:    9642/10000 (96.42%), error:      1168.70691, best error:      1168.70691 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 68.6510772705s, input_fired_time: 0.7239791751, output_fired_time: 0.6552127004, propagate_forward_time: 25.8811225891, propagate_backward_time: 38.8296623230, weight_update_time: 0.1289758682, other_time: 2.5611038208
epoch time: 5.8758554459s, input_fired_time: 0.0963727757, output_fired_time: 0.0000000000, propagate_forward_time: 5.3286266327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4508562088
validation[          , genome  4512] predictions:    9597/  10000 (95.97%), best:    9642/10000 (96.42%), error:      1307.49109, best error:      1168.70691 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 68.8901672363s, input_fired_time: 0.7225745916, output_fired_time: 0.6571128368, propagate_forward_time: 26.0025634766, propagate_backward_time: 38.9492225647, weight_update_time: 0.1226274669, other_time: 2.5586967468
epoch time: 5.8114748001s, input_fired_time: 0.0977116898, output_fired_time: 0.0000000000, propagate_forward_time: 5.2520680428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4616951942
validation[          , genome  4512] predictions:    9629/  10000 (96.29%), best:    9642/10000 (96.42%), error:      1252.68921, best error:      1168.70691 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 68.1218338013s, input_fired_time: 0.7171726227, output_fired_time: 0.6694478989, propagate_forward_time: 25.6983985901, propagate_backward_time: 38.4866943359, weight_update_time: 0.1218900457, other_time: 2.5501213074
epoch time: 5.7043819427s, input_fired_time: 0.0894583538, output_fired_time: 0.0000000000, propagate_forward_time: 5.1730899811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418334961
validation[          , genome  4512] predictions:    9620/  10000 (96.20%), best:    9642/10000 (96.42%), error:      1222.21228, best error:      1168.70691 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 67.7164535522s, input_fired_time: 0.7259604931, output_fired_time: 0.6546382904, propagate_forward_time: 25.5135612488, propagate_backward_time: 38.3166694641, weight_update_time: 0.1223427430, other_time: 2.5056228638
epoch time: 5.5976428986s, input_fired_time: 0.0923645645, output_fired_time: 0.0000000000, propagate_forward_time: 5.0695147514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357633591
validation[          , genome  4512] predictions:    9603/  10000 (96.03%), best:    9642/10000 (96.42%), error:      1362.32520, best error:      1168.70691 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 67.8278045654s, input_fired_time: 0.7422307730, output_fired_time: 0.6603567004, propagate_forward_time: 25.5192642212, propagate_backward_time: 38.3191146851, weight_update_time: 0.1236590073, other_time: 2.5868377686
epoch time: 5.6201953888s, input_fired_time: 0.0963275805, output_fired_time: 0.0000000000, propagate_forward_time: 5.0765309334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4473366737
validation[          , genome  4512] predictions:    9614/  10000 (96.14%), best:    9642/10000 (96.42%), error:      1324.02539, best error:      1168.70691 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 68.6711502075s, input_fired_time: 0.7176331878, output_fired_time: 0.6641513109, propagate_forward_time: 25.8769111633, propagate_backward_time: 38.8397102356, weight_update_time: 0.1277210861, other_time: 2.5727386475
epoch time: 5.9117507935s, input_fired_time: 0.1000431776, output_fired_time: 0.0000000000, propagate_forward_time: 5.3460149765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656925201
validation[          , genome  4512] predictions:    9609/  10000 (96.09%), best:    9642/10000 (96.42%), error:      1278.14038, best error:      1168.70691 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 67.8267593384s, input_fired_time: 0.7318319082, output_fired_time: 0.6543259621, propagate_forward_time: 25.5658798218, propagate_backward_time: 38.2573890686, weight_update_time: 0.1245575324, other_time: 2.6173286438
epoch time: 5.7489528656s, input_fired_time: 0.0917081907, output_fired_time: 0.0000000000, propagate_forward_time: 5.1937870979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634575844
validation[          , genome  4512] predictions:    9645/  10000 (96.45%), best:    9642/10000 (96.42%), error:      1183.64197, best error:      1168.70691 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 67.9629135132s, input_fired_time: 0.7242801785, output_fired_time: 0.6754490733, propagate_forward_time: 25.5602054596, propagate_backward_time: 38.4080085754, weight_update_time: 0.1286591589, other_time: 2.5949745178
epoch time: 5.6543779373s, input_fired_time: 0.0916633010, output_fired_time: 0.0000000000, propagate_forward_time: 5.1264100075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363045692
validation[          , genome  4512] predictions:    9639/  10000 (96.39%), best:    9642/10000 (96.42%), error:      1233.46545, best error:      1168.70691 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 67.9570312500s, input_fired_time: 0.7314288616, output_fired_time: 0.6637752056, propagate_forward_time: 25.5940113068, propagate_backward_time: 38.3939285278, weight_update_time: 0.1278103143, other_time: 2.5738906860
epoch time: 5.6038069725s, input_fired_time: 0.0927393958, output_fired_time: 0.0000000000, propagate_forward_time: 5.0663137436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4447536469
validation[          , genome  4512] predictions:    9609/  10000 (96.09%), best:    9642/10000 (96.42%), error:      1282.22974, best error:      1168.70691 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 68.3446426392s, input_fired_time: 0.7200717926, output_fired_time: 0.6611678600, propagate_forward_time: 25.7239341736, propagate_backward_time: 38.6660079956, weight_update_time: 0.1233775541, other_time: 2.5734596252
epoch time: 5.5998172760s, input_fired_time: 0.0920585021, output_fired_time: 0.0000000000, propagate_forward_time: 5.0613646507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4463939667
validation[          , genome  4512] predictions:    9622/  10000 (96.22%), best:    9642/10000 (96.42%), error:      1271.66162, best error:      1168.70691 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 67.4918441772s, input_fired_time: 0.7163994908, output_fired_time: 0.6555443406, propagate_forward_time: 25.3683223724, propagate_backward_time: 38.1843109131, weight_update_time: 0.1226585880, other_time: 2.5672607422
epoch time: 5.6412000656s, input_fired_time: 0.0936149880, output_fired_time: 0.0000000000, propagate_forward_time: 5.1002893448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4472956657
validation[          , genome  4512] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1126.75806, best error:      1126.75806 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 67.9875946045s, input_fired_time: 0.7269611359, output_fired_time: 0.6575672626, propagate_forward_time: 25.5191211700, propagate_backward_time: 38.5053672791, weight_update_time: 0.1237957776, other_time: 2.5785789490
epoch time: 5.6133823395s, input_fired_time: 0.0984334126, output_fired_time: 0.0000000000, propagate_forward_time: 5.0695643425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4453845024
validation[          , genome  4512] predictions:    9666/  10000 (96.66%), best:    9666/10000 (96.66%), error:      1107.45923, best error:      1107.45923 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 67.6887283325s, input_fired_time: 0.7120779753, output_fired_time: 0.6477909088, propagate_forward_time: 25.5599727631, propagate_backward_time: 38.2181816101, weight_update_time: 0.1276074201, other_time: 2.5507087708
epoch time: 5.6392130852s, input_fired_time: 0.0903389677, output_fired_time: 0.0000000000, propagate_forward_time: 5.1119875908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368863106
validation[          , genome  4512] predictions:    9579/  10000 (95.79%), best:    9666/10000 (96.66%), error:      1386.46997, best error:      1107.45923 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 67.9289855957s, input_fired_time: 0.7313955426, output_fired_time: 0.6700808406, propagate_forward_time: 25.5713348389, propagate_backward_time: 38.3732566833, weight_update_time: 0.1224479973, other_time: 2.5829200745
epoch time: 5.7760696411s, input_fired_time: 0.0924904943, output_fired_time: 0.0000000000, propagate_forward_time: 5.2285590172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4550199509
validation[          , genome  4512] predictions:    9610/  10000 (96.10%), best:    9666/10000 (96.66%), error:      1282.79053, best error:      1107.45923 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 69.0762023926s, input_fired_time: 0.7483707070, output_fired_time: 0.6703419089, propagate_forward_time: 26.1337337494, propagate_backward_time: 38.8811836243, weight_update_time: 0.1286806315, other_time: 2.6425743103
epoch time: 5.6026926041s, input_fired_time: 0.0933200046, output_fired_time: 0.0000000000, propagate_forward_time: 5.0643396378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4450330734
validation[          , genome  4512] predictions:    9570/  10000 (95.70%), best:    9666/10000 (96.66%), error:      1480.82996, best error:      1107.45923 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 68.3137512207s, input_fired_time: 0.7375562787, output_fired_time: 0.6626721025, propagate_forward_time: 25.6599655151, propagate_backward_time: 38.6461868286, weight_update_time: 0.1238973886, other_time: 2.6073684692
epoch time: 5.7754387856s, input_fired_time: 0.0963289812, output_fired_time: 0.0000000000, propagate_forward_time: 5.2251286507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539809227
validation[          , genome  4512] predictions:    9675/  10000 (96.75%), best:    9666/10000 (96.66%), error:      1145.20337, best error:      1107.45923 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 67.6958847046s, input_fired_time: 0.7198214531, output_fired_time: 0.6534559131, propagate_forward_time: 25.4955348969, propagate_backward_time: 38.2868576050, weight_update_time: 0.1226544380, other_time: 2.5402145386
epoch time: 5.6170296669s, input_fired_time: 0.0896031931, output_fired_time: 0.0000000000, propagate_forward_time: 5.0874805450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399456978
validation[          , genome  4512] predictions:    9570/  10000 (95.70%), best:    9666/10000 (96.66%), error:      1410.83069, best error:      1107.45923 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 68.9996948242s, input_fired_time: 0.7376846075, output_fired_time: 0.6727859974, propagate_forward_time: 26.0719261169, propagate_backward_time: 38.8810462952, weight_update_time: 0.1252865493, other_time: 2.6362533569
epoch time: 5.6284670830s, input_fired_time: 0.0910830945, output_fired_time: 0.0000000000, propagate_forward_time: 5.0928807259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4445033073
validation[          , genome  4512] predictions:    9661/  10000 (96.61%), best:    9666/10000 (96.66%), error:      1149.16016, best error:      1107.45923 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 67.5109100342s, input_fired_time: 0.7244253755, output_fired_time: 0.6547620296, propagate_forward_time: 25.4294567108, propagate_backward_time: 38.1775016785, weight_update_time: 0.1225480810, other_time: 2.5247612000
epoch time: 5.6028957367s, input_fired_time: 0.0953973830, output_fired_time: 0.0000000000, propagate_forward_time: 5.0711789131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363193512
validation[          , genome  4512] predictions:    9647/  10000 (96.47%), best:    9666/10000 (96.66%), error:      1178.87170, best error:      1107.45923 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 68.0919647217s, input_fired_time: 0.7205728889, output_fired_time: 0.6551744938, propagate_forward_time: 25.6889915466, propagate_backward_time: 38.5024719238, weight_update_time: 0.1222113445, other_time: 2.5247535706
epoch time: 5.6611957550s, input_fired_time: 0.0923031867, output_fired_time: 0.0000000000, propagate_forward_time: 5.1255559921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433364868
validation[          , genome  4512] predictions:    9638/  10000 (96.38%), best:    9666/10000 (96.66%), error:      1202.51904, best error:      1107.45923 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 68.1362915039s, input_fired_time: 0.7322226763, output_fired_time: 0.6583953500, propagate_forward_time: 25.6980190277, propagate_backward_time: 38.4809150696, weight_update_time: 0.1230572984, other_time: 2.5667381287
epoch time: 5.5986905098s, input_fired_time: 0.0931295529, output_fired_time: 0.0000000000, propagate_forward_time: 5.0616874695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438734055
validation[          , genome  4512] predictions:    9663/  10000 (96.63%), best:    9666/10000 (96.66%), error:      1112.43445, best error:      1107.45923 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 68.0002059937s, input_fired_time: 0.7352750897, output_fired_time: 0.6610494256, propagate_forward_time: 25.6723060608, propagate_backward_time: 38.3846435547, weight_update_time: 0.1218781397, other_time: 2.5469322205
epoch time: 5.6582789421s, input_fired_time: 0.0929476693, output_fired_time: 0.0000000000, propagate_forward_time: 5.1141877174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4511437416
validation[          , genome  4512] predictions:    9630/  10000 (96.30%), best:    9666/10000 (96.66%), error:      1173.61292, best error:      1107.45923 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 67.9720611572s, input_fired_time: 0.7307258248, output_fired_time: 0.6548593044, propagate_forward_time: 25.6042060852, propagate_backward_time: 38.3522415161, weight_update_time: 0.1225463673, other_time: 2.6300239563
epoch time: 5.5979728699s, input_fired_time: 0.0925693959, output_fired_time: 0.0000000000, propagate_forward_time: 5.0615477562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438557625
validation[          , genome  4512] predictions:    9654/  10000 (96.54%), best:    9666/10000 (96.66%), error:      1160.02307, best error:      1107.45923 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 68.1723861694s, input_fired_time: 0.7367452979, output_fired_time: 0.6725665927, propagate_forward_time: 25.6567287445, propagate_backward_time: 38.5303840637, weight_update_time: 0.1230523959, other_time: 2.5759544373
epoch time: 5.5954642296s, input_fired_time: 0.0925920010, output_fired_time: 0.0000000000, propagate_forward_time: 5.0451774597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4576950073
validation[          , genome  4512] predictions:    9670/  10000 (96.70%), best:    9666/10000 (96.66%), error:      1151.99377, best error:      1107.45923 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 67.6727447510s, input_fired_time: 0.7349681258, output_fired_time: 0.6531397700, propagate_forward_time: 25.5315990448, propagate_backward_time: 38.1559219360, weight_update_time: 0.1236834154, other_time: 2.5971145630
epoch time: 5.6403923035s, input_fired_time: 0.0920275748, output_fired_time: 0.0000000000, propagate_forward_time: 5.1118049622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365596771
validation[          , genome  4512] predictions:    9673/  10000 (96.73%), best:    9666/10000 (96.66%), error:      1129.65186, best error:      1107.45923 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 67.7865219116s, input_fired_time: 0.7344996929, output_fired_time: 0.6611847878, propagate_forward_time: 25.5214900970, propagate_backward_time: 38.2839317322, weight_update_time: 0.1238446832, other_time: 2.5854148865
epoch time: 5.5647583008s, input_fired_time: 0.0906024054, output_fired_time: 0.0000000000, propagate_forward_time: 5.0286722183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4454836845
validation[          , genome  4512] predictions:    9676/  10000 (96.76%), best:    9676/10000 (96.76%), error:      1102.34326, best error:      1102.34326 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 67.8481369019s, input_fired_time: 0.7331191301, output_fired_time: 0.6588744521, propagate_forward_time: 25.5314006805, propagate_backward_time: 38.3606109619, weight_update_time: 0.1228750497, other_time: 2.5641326904
epoch time: 5.5727529526s, input_fired_time: 0.0908631459, output_fired_time: 0.0000000000, propagate_forward_time: 5.0509734154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309163094
validation[          , genome  4512] predictions:    9660/  10000 (96.60%), best:    9676/10000 (96.76%), error:      1116.92529, best error:      1102.34326 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 68.0244445801s, input_fired_time: 0.7286436558, output_fired_time: 0.6574413776, propagate_forward_time: 25.5810089111, propagate_backward_time: 38.4470024109, weight_update_time: 0.1238104254, other_time: 2.6103477478
epoch time: 5.5937209129s, input_fired_time: 0.0951412693, output_fired_time: 0.0000000000, propagate_forward_time: 5.0544734001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4441061020
validation[          , genome  4512] predictions:    9654/  10000 (96.54%), best:    9676/10000 (96.76%), error:      1170.60107, best error:      1102.34326 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 67.6867523193s, input_fired_time: 0.7338275909, output_fired_time: 0.6535918117, propagate_forward_time: 25.5055732727, propagate_backward_time: 38.2241172791, weight_update_time: 0.1226642951, other_time: 2.5696411133
epoch time: 5.7559337616s, input_fired_time: 0.1024272889, output_fired_time: 0.0000000000, propagate_forward_time: 5.2057023048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478039742
validation[          , genome  4512] predictions:    9619/  10000 (96.19%), best:    9676/10000 (96.76%), error:      1229.14221, best error:      1102.34326 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 67.6835784912s, input_fired_time: 0.7160271406, output_fired_time: 0.6568201780, propagate_forward_time: 25.4735202789, propagate_backward_time: 38.3318138123, weight_update_time: 0.1215621606, other_time: 2.5053977966
epoch time: 5.8397908211s, input_fired_time: 0.0924402103, output_fired_time: 0.0000000000, propagate_forward_time: 5.2864203453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609303474
validation[          , genome  4512] predictions:    9587/  10000 (95.87%), best:    9676/10000 (96.76%), error:      1445.36926, best error:      1102.34326 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 68.3509597778s, input_fired_time: 0.7503136992, output_fired_time: 0.6716918349, propagate_forward_time: 25.6891498566, propagate_backward_time: 38.5960540771, weight_update_time: 0.1235614792, other_time: 2.6437530518
epoch time: 5.8127470016s, input_fired_time: 0.0939883888, output_fired_time: 0.0000000000, propagate_forward_time: 5.2728753090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458832741
validation[          , genome  4512] predictions:    9657/  10000 (96.57%), best:    9676/10000 (96.76%), error:      1161.83630, best error:      1102.34326 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 68.4293212891s, input_fired_time: 0.7427076697, output_fired_time: 0.6590461731, propagate_forward_time: 25.7983932495, propagate_backward_time: 38.6972198486, weight_update_time: 0.1268077046, other_time: 2.5319595337
epoch time: 5.7281942368s, input_fired_time: 0.0923286825, output_fired_time: 0.0000000000, propagate_forward_time: 5.1774482727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4584174156
validation[          , genome  4512] predictions:    9637/  10000 (96.37%), best:    9676/10000 (96.76%), error:      1181.70190, best error:      1102.34326 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 68.0927352905s, input_fired_time: 0.7340853810, output_fired_time: 0.6619868875, propagate_forward_time: 25.6624565125, propagate_backward_time: 38.5270614624, weight_update_time: 0.1221165806, other_time: 2.5071449280
epoch time: 5.7326679230s, input_fired_time: 0.0974072814, output_fired_time: 0.0000000000, propagate_forward_time: 5.1877670288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474935532
validation[          , genome  4512] predictions:    9643/  10000 (96.43%), best:    9676/10000 (96.76%), error:      1162.88879, best error:      1102.34326 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 68.7406234741s, input_fired_time: 0.7372542620, output_fired_time: 0.6617022753, propagate_forward_time: 25.8613204956, propagate_backward_time: 38.9115638733, weight_update_time: 0.1242701784, other_time: 2.5687828064
epoch time: 5.6180582047s, input_fired_time: 0.0943497792, output_fired_time: 0.0000000000, propagate_forward_time: 5.0788068771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449014664
validation[          , genome  4512] predictions:    9660/  10000 (96.60%), best:    9676/10000 (96.76%), error:      1126.98840, best error:      1102.34326 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 68.2342453003s, input_fired_time: 0.7335429192, output_fired_time: 0.6558473706, propagate_forward_time: 25.7583866119, propagate_backward_time: 38.5026130676, weight_update_time: 0.1225736216, other_time: 2.5838584900
epoch time: 5.6995725632s, input_fired_time: 0.0923556611, output_fired_time: 0.0000000000, propagate_forward_time: 5.1589503288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482665062
validation[          , genome  4512] predictions:    9631/  10000 (96.31%), best:    9676/10000 (96.76%), error:      1212.59497, best error:      1102.34326 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 67.4429397583s, input_fired_time: 0.7286719084, output_fired_time: 0.6586742401, propagate_forward_time: 25.4004116058, propagate_backward_time: 38.1355667114, weight_update_time: 0.1219706088, other_time: 2.5196151733
epoch time: 5.6630716324s, input_fired_time: 0.0924379900, output_fired_time: 0.0000000000, propagate_forward_time: 5.1288933754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417400360
validation[          , genome  4512] predictions:    9681/  10000 (96.81%), best:    9681/10000 (96.81%), error:      1092.30371, best error:      1092.30371 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 68.0090103149s, input_fired_time: 0.7355582118, output_fired_time: 0.6605284214, propagate_forward_time: 25.5419712067, propagate_backward_time: 38.4968032837, weight_update_time: 0.1236970127, other_time: 2.5741500854
epoch time: 5.6430535316s, input_fired_time: 0.0919328779, output_fired_time: 0.0000000000, propagate_forward_time: 5.1149945259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361262321
validation[          , genome  4512] predictions:    9638/  10000 (96.38%), best:    9681/10000 (96.81%), error:      1191.46350, best error:      1092.30371 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 67.9102020264s, input_fired_time: 0.7297021747, output_fired_time: 0.6601427197, propagate_forward_time: 25.6485443115, propagate_backward_time: 38.3061447144, weight_update_time: 0.1225136667, other_time: 2.5656661987
epoch time: 5.8011398315s, input_fired_time: 0.0986841768, output_fired_time: 0.0000000000, propagate_forward_time: 5.2481493950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4543061256
validation[          , genome  4512] predictions:    9657/  10000 (96.57%), best:    9681/10000 (96.81%), error:      1141.94666, best error:      1092.30371 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 67.7102737427s, input_fired_time: 0.7364329100, output_fired_time: 0.6515498161, propagate_forward_time: 25.5108432770, propagate_backward_time: 38.2134170532, weight_update_time: 0.1239226088, other_time: 2.5980300903
epoch time: 5.6558775902s, input_fired_time: 0.0933922902, output_fired_time: 0.0000000000, propagate_forward_time: 5.1148128510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476723671
validation[          , genome  4512] predictions:    9664/  10000 (96.64%), best:    9681/10000 (96.81%), error:      1129.94824, best error:      1092.30371 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 68.1552658081s, input_fired_time: 0.7360771298, output_fired_time: 0.6683834791, propagate_forward_time: 25.6957550049, propagate_backward_time: 38.5163993835, weight_update_time: 0.1225096732, other_time: 2.5386543274
epoch time: 5.6711053848s, input_fired_time: 0.0980064720, output_fired_time: 0.0000000000, propagate_forward_time: 5.1195998192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4534993172
validation[          , genome  4512] predictions:    9629/  10000 (96.29%), best:    9681/10000 (96.81%), error:      1261.89832, best error:      1092.30371 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 67.6457138062s, input_fired_time: 0.7345643044, output_fired_time: 0.6538959146, propagate_forward_time: 25.5037097931, propagate_backward_time: 38.1892280579, weight_update_time: 0.1233466640, other_time: 2.5643196106
epoch time: 5.6189975739s, input_fired_time: 0.0949880779, output_fired_time: 0.0000000000, propagate_forward_time: 5.0772762299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4467334747
validation[          , genome  4512] predictions:    9583/  10000 (95.83%), best:    9681/10000 (96.81%), error:      1329.26563, best error:      1092.30371 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 67.7222442627s, input_fired_time: 0.7349824905, output_fired_time: 0.6586412191, propagate_forward_time: 25.5359287262, propagate_backward_time: 38.1796684265, weight_update_time: 0.1257928312, other_time: 2.6130256653
epoch time: 5.5284733772s, input_fired_time: 0.0929649770, output_fired_time: 0.0000000000, propagate_forward_time: 4.9971089363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383993149
validation[          , genome  4512] predictions:    9642/  10000 (96.42%), best:    9681/10000 (96.81%), error:      1153.05908, best error:      1092.30371 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 68.3067550659s, input_fired_time: 0.7303052545, output_fired_time: 0.6633362770, propagate_forward_time: 25.7745933533, propagate_backward_time: 38.6065406799, weight_update_time: 0.1282042116, other_time: 2.5319747925
epoch time: 5.6155853271s, input_fired_time: 0.0927247852, output_fired_time: 0.0000000000, propagate_forward_time: 5.0851173401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377431870
validation[          , genome  4512] predictions:    9667/  10000 (96.67%), best:    9681/10000 (96.81%), error:      1139.37073, best error:      1092.30371 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 67.9993820190s, input_fired_time: 0.7365957499, output_fired_time: 0.6525052786, propagate_forward_time: 25.6183891296, propagate_backward_time: 38.4521141052, weight_update_time: 0.1222481802, other_time: 2.5397796631
epoch time: 5.5987949371s, input_fired_time: 0.0939802006, output_fired_time: 0.0000000000, propagate_forward_time: 5.0677952766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370193481
validation[          , genome  4512] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1066.66943, best error:      1066.66943 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 67.6354141235s, input_fired_time: 0.7327640653, output_fired_time: 0.6496692896, propagate_forward_time: 25.4370326996, propagate_backward_time: 38.2125663757, weight_update_time: 0.1238011718, other_time: 2.6033821106
epoch time: 5.6736707687s, input_fired_time: 0.1002843902, output_fired_time: 0.0000000000, propagate_forward_time: 5.1225714684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4508147240
validation[          , genome  4512] predictions:    9678/  10000 (96.78%), best:    9682/10000 (96.82%), error:      1100.73425, best error:      1066.66943 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 68.1072845459s, input_fired_time: 0.7369058728, output_fired_time: 0.6632344723, propagate_forward_time: 25.6489582062, propagate_backward_time: 38.4799079895, weight_update_time: 0.1243582889, other_time: 2.5782814026
epoch time: 5.5988154411s, input_fired_time: 0.0921268910, output_fired_time: 0.0000000000, propagate_forward_time: 5.0707454681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4359431267
validation[          , genome  4512] predictions:    9672/  10000 (96.72%), best:    9682/10000 (96.82%), error:      1070.06677, best error:      1066.66943 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 69.3105010986s, input_fired_time: 0.7412573695, output_fired_time: 0.6637648344, propagate_forward_time: 26.0334243774, propagate_backward_time: 39.2595176697, weight_update_time: 0.1269756407, other_time: 2.6125373840
epoch time: 5.7853670120s, input_fired_time: 0.0938231871, output_fired_time: 0.0000000000, propagate_forward_time: 5.2236466408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678974152
validation[          , genome  4512] predictions:    9648/  10000 (96.48%), best:    9682/10000 (96.82%), error:      1142.03235, best error:      1066.66943 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 67.8343582153s, input_fired_time: 0.7232561111, output_fired_time: 0.6621335149, propagate_forward_time: 25.5634117126, propagate_backward_time: 38.3724174500, weight_update_time: 0.1220291555, other_time: 2.5131378174
epoch time: 5.6088833809s, input_fired_time: 0.0928713903, output_fired_time: 0.0000000000, propagate_forward_time: 5.0825295448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334826469
validation[          , genome  4512] predictions:    9650/  10000 (96.50%), best:    9682/10000 (96.82%), error:      1224.34949, best error:      1066.66943 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 67.7636184692s, input_fired_time: 0.7391093373, output_fired_time: 0.6566671133, propagate_forward_time: 25.5634613037, propagate_backward_time: 38.2235221863, weight_update_time: 0.1262835860, other_time: 2.5808525085
epoch time: 5.7056999207s, input_fired_time: 0.0938031003, output_fired_time: 0.0000000000, propagate_forward_time: 5.1760182381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358787537
validation[          , genome  4512] predictions:    9626/  10000 (96.26%), best:    9682/10000 (96.82%), error:      1241.07263, best error:      1066.66943 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 67.4877395630s, input_fired_time: 0.7387520671, output_fired_time: 0.6554619074, propagate_forward_time: 25.3150959015, propagate_backward_time: 38.1669273376, weight_update_time: 0.1238982752, other_time: 2.6114997864
epoch time: 5.6083707809s, input_fired_time: 0.0918809772, output_fired_time: 0.0000000000, propagate_forward_time: 5.0869526863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4295372963
validation[          , genome  4512] predictions:    9654/  10000 (96.54%), best:    9682/10000 (96.82%), error:      1128.37634, best error:      1066.66943 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 67.6227798462s, input_fired_time: 0.7312957644, output_fired_time: 0.6488047242, propagate_forward_time: 25.5000057220, propagate_backward_time: 38.2106781006, weight_update_time: 0.1213335544, other_time: 2.5319976807
epoch time: 5.6146302223s, input_fired_time: 0.0946101844, output_fired_time: 0.0000000000, propagate_forward_time: 5.0733098984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4467101097
validation[          , genome  4512] predictions:    9672/  10000 (96.72%), best:    9682/10000 (96.82%), error:      1145.79553, best error:      1066.66943 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 68.3268737793s, input_fired_time: 0.7358118296, output_fired_time: 0.6624106169, propagate_forward_time: 25.8208446503, propagate_backward_time: 38.5228080750, weight_update_time: 0.1251973957, other_time: 2.5850028992
epoch time: 5.6201505661s, input_fired_time: 0.0980642885, output_fired_time: 0.0000000000, propagate_forward_time: 5.0792326927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4428534508
validation[          , genome  4512] predictions:    9643/  10000 (96.43%), best:    9682/10000 (96.82%), error:      1165.74731, best error:      1066.66943 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 67.8912200928s, input_fired_time: 0.7312591076, output_fired_time: 0.6561457515, propagate_forward_time: 25.6167583466, propagate_backward_time: 38.3576736450, weight_update_time: 0.1225098297, other_time: 2.5293807983
epoch time: 5.7747049332s, input_fired_time: 0.0932469890, output_fired_time: 0.0000000000, propagate_forward_time: 5.2308130264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4506449699
validation[          , genome  4512] predictions:    9668/  10000 (96.68%), best:    9682/10000 (96.82%), error:      1078.22607, best error:      1066.66943 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 67.6993103027s, input_fired_time: 0.7270894051, output_fired_time: 0.6474786401, propagate_forward_time: 25.5235385895, propagate_backward_time: 38.2699584961, weight_update_time: 0.1313839704, other_time: 2.5312500000
epoch time: 5.7792563438s, input_fired_time: 0.0981845036, output_fired_time: 0.0000000000, propagate_forward_time: 5.2147517204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4663200378
validation[          , genome  4512] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:      1063.33215, best error:      1063.33215 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 69.6486663818s, input_fired_time: 0.7605763674, output_fired_time: 0.6744132042, propagate_forward_time: 26.3246860504, propagate_backward_time: 39.2978515625, weight_update_time: 0.1220048964, other_time: 2.5911407471
epoch time: 5.8690767288s, input_fired_time: 0.0944263712, output_fired_time: 0.0000000000, propagate_forward_time: 5.3183016777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4563488960
validation[          , genome  4512] predictions:    9624/  10000 (96.24%), best:    9680/10000 (96.80%), error:      1308.12537, best error:      1063.33215 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 68.2183380127s, input_fired_time: 0.7384669185, output_fired_time: 0.6572989821, propagate_forward_time: 25.7509479523, propagate_backward_time: 38.4841156006, weight_update_time: 0.1300068945, other_time: 2.5875167847
epoch time: 5.7406611443s, input_fired_time: 0.0941509977, output_fired_time: 0.0000000000, propagate_forward_time: 5.2079844475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385256767
validation[          , genome  4512] predictions:    9662/  10000 (96.62%), best:    9680/10000 (96.80%), error:      1091.37817, best error:      1063.33215 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 67.5962677002s, input_fired_time: 0.7360816598, output_fired_time: 0.6601557136, propagate_forward_time: 25.5223941803, propagate_backward_time: 38.1305541992, weight_update_time: 0.1230324507, other_time: 2.5470809937
epoch time: 5.6945528984s, input_fired_time: 0.0927743763, output_fired_time: 0.0000000000, propagate_forward_time: 5.1523923874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4493861198
validation[          , genome  4512] predictions:    9659/  10000 (96.59%), best:    9680/10000 (96.80%), error:      1127.75256, best error:      1063.33215 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 68.3244323730s, input_fired_time: 0.7455695271, output_fired_time: 0.6720896959, propagate_forward_time: 25.7512683868, propagate_backward_time: 38.6307334900, weight_update_time: 0.1267962456, other_time: 2.5247764587
epoch time: 5.5626845360s, input_fired_time: 0.0936123878, output_fired_time: 0.0000000000, propagate_forward_time: 5.0288958549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401764870
validation[          , genome  4512] predictions:    9553/  10000 (95.53%), best:    9680/10000 (96.80%), error:      1403.41577, best error:      1063.33215 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 67.4265670776s, input_fired_time: 0.7395044565, output_fired_time: 0.6498876810, propagate_forward_time: 25.3926277161, propagate_backward_time: 38.0541038513, weight_update_time: 0.1232058555, other_time: 2.5904464722
epoch time: 5.9491319656s, input_fired_time: 0.1066830754, output_fired_time: 0.0000000000, propagate_forward_time: 5.3645915985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4778571129
validation[          , genome  4512] predictions:    9647/  10000 (96.47%), best:    9680/10000 (96.80%), error:      1192.71399, best error:      1063.33215 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 67.5860214233s, input_fired_time: 0.7400949597, output_fired_time: 0.6534876823, propagate_forward_time: 25.4406890869, propagate_backward_time: 38.1687278748, weight_update_time: 0.1239163429, other_time: 2.5830192566
epoch time: 5.5752601624s, input_fired_time: 0.0951981768, output_fired_time: 0.0000000000, propagate_forward_time: 5.0391845703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408774376
validation[          , genome  4512] predictions:    9687/  10000 (96.87%), best:    9680/10000 (96.80%), error:      1071.89490, best error:      1063.33215 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 67.4530258179s, input_fired_time: 0.7375621796, output_fired_time: 0.6534310579, propagate_forward_time: 25.4282913208, propagate_backward_time: 38.0788421631, weight_update_time: 0.1224396005, other_time: 2.5548934937
epoch time: 5.5767602921s, input_fired_time: 0.0932580978, output_fired_time: 0.0000000000, propagate_forward_time: 5.0504441261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330582619
validation[          , genome  4512] predictions:    9639/  10000 (96.39%), best:    9680/10000 (96.80%), error:      1231.44556, best error:      1063.33215 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 68.1348648071s, input_fired_time: 0.7440324426, output_fired_time: 0.6611223817, propagate_forward_time: 25.6048603058, propagate_backward_time: 38.5657806396, weight_update_time: 0.1268962622, other_time: 2.5590667725
epoch time: 5.6370611191s, input_fired_time: 0.0956076905, output_fired_time: 0.0000000000, propagate_forward_time: 5.1040959358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373574257
validation[          , genome  4512] predictions:    9660/  10000 (96.60%), best:    9680/10000 (96.80%), error:      1111.59631, best error:      1063.33215 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 69.7251510620s, input_fired_time: 0.7696303129, output_fired_time: 0.6939585805, propagate_forward_time: 26.3052024841, propagate_backward_time: 39.3693122864, weight_update_time: 0.1283943653, other_time: 2.5870437622
epoch time: 5.8550004959s, input_fired_time: 0.0948161855, output_fired_time: 0.0000000000, propagate_forward_time: 5.2948575020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653267860
validation[          , genome  4512] predictions:    9672/  10000 (96.72%), best:    9680/10000 (96.80%), error:      1111.09094, best error:      1063.33215 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 68.5154190063s, input_fired_time: 0.7621108890, output_fired_time: 0.6704871655, propagate_forward_time: 25.7932605743, propagate_backward_time: 38.7039337158, weight_update_time: 0.1331943423, other_time: 2.5856323242
epoch time: 5.6785626411s, input_fired_time: 0.0937849879, output_fired_time: 0.0000000000, propagate_forward_time: 5.1439166069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408612251
validation[          , genome  4512] predictions:    9629/  10000 (96.29%), best:    9680/10000 (96.80%), error:      1226.86255, best error:      1063.33215 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 68.3832473755s, input_fired_time: 0.7348977923, output_fired_time: 0.6691958308, propagate_forward_time: 25.8107261658, propagate_backward_time: 38.6343650818, weight_update_time: 0.1221565306, other_time: 2.5340576172
epoch time: 5.5773596764s, input_fired_time: 0.0929428861, output_fired_time: 0.0000000000, propagate_forward_time: 5.0556750298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4287419319
validation[          , genome  4512] predictions:    9626/  10000 (96.26%), best:    9680/10000 (96.80%), error:      1255.15869, best error:      1063.33215 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 68.3768157959s, input_fired_time: 0.7323612571, output_fired_time: 0.6532572508, propagate_forward_time: 25.7861919403, propagate_backward_time: 38.6680946350, weight_update_time: 0.1234168410, other_time: 2.5369071960
epoch time: 5.6560864449s, input_fired_time: 0.1016012952, output_fired_time: 0.0000000000, propagate_forward_time: 5.1102743149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442110062
validation[          , genome  4512] predictions:    9674/  10000 (96.74%), best:    9680/10000 (96.80%), error:      1106.20264, best error:      1063.33215 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 67.6443481445s, input_fired_time: 0.7448873520, output_fired_time: 0.6632272601, propagate_forward_time: 25.4323024750, propagate_backward_time: 38.2457809448, weight_update_time: 0.1273639798, other_time: 2.5581436157
epoch time: 5.7189922333s, input_fired_time: 0.0962833986, output_fired_time: 0.0000000000, propagate_forward_time: 5.1762266159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4464821815
validation[          , genome  4512] predictions:    9691/  10000 (96.91%), best:    9680/10000 (96.80%), error:      1096.17981, best error:      1063.33215 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 67.6069183350s, input_fired_time: 0.7474228740, output_fired_time: 0.6522222161, propagate_forward_time: 25.4972305298, propagate_backward_time: 38.1145782471, weight_update_time: 0.1234688610, other_time: 2.5954666138
epoch time: 5.7548007965s, input_fired_time: 0.0991265848, output_fired_time: 0.0000000000, propagate_forward_time: 5.2111053467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4445686340
validation[          , genome  4512] predictions:    9625/  10000 (96.25%), best:    9680/10000 (96.80%), error:      1132.40698, best error:      1063.33215 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 68.0267562866s, input_fired_time: 0.7397952080, output_fired_time: 0.6576145887, propagate_forward_time: 25.6555233002, propagate_backward_time: 38.4553070068, weight_update_time: 0.1277517229, other_time: 2.5185165405
epoch time: 5.5293736458s, input_fired_time: 0.0937115923, output_fired_time: 0.0000000000, propagate_forward_time: 4.9971051216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385571480
validation[          , genome  4512] predictions:    9663/  10000 (96.63%), best:    9680/10000 (96.80%), error:      1135.58557, best error:      1063.33215 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 67.7017745972s, input_fired_time: 0.7627941966, output_fired_time: 0.6576371789, propagate_forward_time: 25.5273437500, propagate_backward_time: 38.1792106628, weight_update_time: 0.1239418536, other_time: 2.5747871399
epoch time: 5.7263126373s, input_fired_time: 0.0956358686, output_fired_time: 0.0000000000, propagate_forward_time: 5.1740484238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4566283226
validation[          , genome  4512] predictions:    9661/  10000 (96.61%), best:    9680/10000 (96.80%), error:      1175.61267, best error:      1063.33215 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 67.7009124756s, input_fired_time: 0.7446606159, output_fired_time: 0.6642335057, propagate_forward_time: 25.4026851654, propagate_backward_time: 38.2856521606, weight_update_time: 0.1292044818, other_time: 2.6036834717
epoch time: 5.9063653946s, input_fired_time: 0.0984266922, output_fired_time: 0.0000000000, propagate_forward_time: 5.3259916306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819469452
validation[          , genome  4512] predictions:    9683/  10000 (96.83%), best:    9680/10000 (96.80%), error:      1080.04614, best error:      1063.33215 on epoch:    83, 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: 28.5613651276s, input_fired_time: 0.4807015657, output_fired_time: 0.0000000000, propagate_forward_time: 25.6526794434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4279842377
best training[          , genome  4512] predictions:   49262/  50000 (98.52%), best:    9680/10000 (96.80%), error:      2791.69336, best error:      1063.33215 on epoch:    83, 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: 5.7118902206s, input_fired_time: 0.0939314738, output_fired_time: 0.0000000000, propagate_forward_time: 5.1754975319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4424610138
   testing[          , genome  4512] predictions:    9728/  10000 (97.28%), best:    9680/10000 (96.80%), error:       960.17719, best error:      1063.33215 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:27:51 (6688): called boinc_finish(0)

</stderr_txt>
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