Nameexact_genome_1512568488_45_6778_0
Workunit2605105
Created7 Dec 2017, 21:50:52 UTC
Sent7 Dec 2017, 21:55:22 UTC
Report deadline19 Dec 2017, 6:26:07 UTC
Received8 Dec 2017, 2:17:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53797
Run time3 hours 8 min 38 sec
CPU time3 hours 8 min 1 sec
Validate stateValid
Credit2,838.67
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
66710

epoch time: 102.6166687012s, input_fired_time: 1.2331509590, output_fired_time: 0.7822263837, propagate_forward_time: 40.6064376831, propagate_backward_time: 57.8231964111, weight_update_time: 0.1128714383, other_time: 2.1716537476
epoch time: 8.6525630951s, input_fired_time: 0.1323364973, output_fired_time: 0.0000000000, propagate_forward_time: 8.1413049698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789215088
validation[          , genome  6778] predictions:    9715/  10000 (97.15%), best:    9766/10000 (97.66%), error:       909.93512, best error:       774.81952 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 102.4863739014s, input_fired_time: 1.2181514502, output_fired_time: 0.7787050009, propagate_forward_time: 40.5833358765, propagate_backward_time: 57.7346801758, weight_update_time: 0.1123149097, other_time: 2.1715011597
epoch time: 8.5927677155s, input_fired_time: 0.1314614266, output_fired_time: 0.0000000000, propagate_forward_time: 8.0868263245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744802475
validation[          , genome  6778] predictions:    9687/  10000 (96.87%), best:    9766/10000 (97.66%), error:       980.22119, best error:       774.81952 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 102.7078170776s, input_fired_time: 1.2238452435, output_fired_time: 0.7876386046, propagate_forward_time: 40.6325759888, propagate_backward_time: 57.8876838684, weight_update_time: 0.1119736433, other_time: 2.1760749817
epoch time: 8.6044101715s, input_fired_time: 0.1329772621, output_fired_time: 0.0000000000, propagate_forward_time: 8.0986413956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727912903
validation[          , genome  6778] predictions:    9751/  10000 (97.51%), best:    9766/10000 (97.66%), error:       821.99951, best error:       774.81952 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 102.8630371094s, input_fired_time: 1.2274281979, output_fired_time: 0.7838590741, propagate_forward_time: 40.6278076172, propagate_backward_time: 58.0211601257, weight_update_time: 0.1138392091, other_time: 2.2027854919
epoch time: 8.6514453888s, input_fired_time: 0.1346514523, output_fired_time: 0.0000000000, propagate_forward_time: 8.1350383759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3817558289
validation[          , genome  6778] predictions:    9735/  10000 (97.35%), best:    9766/10000 (97.66%), error:       841.08221, best error:       774.81952 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 103.5875244141s, input_fired_time: 1.2400207520, output_fired_time: 0.7878094316, propagate_forward_time: 40.9635734558, propagate_backward_time: 58.3873176575, weight_update_time: 0.1133674011, other_time: 2.2088012695
epoch time: 8.6471014023s, input_fired_time: 0.1393111050, output_fired_time: 0.0000000000, propagate_forward_time: 8.1235961914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3841943741
validation[          , genome  6778] predictions:    9709/  10000 (97.09%), best:    9766/10000 (97.66%), error:       907.41840, best error:       774.81952 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 103.1314010620s, input_fired_time: 1.2539591789, output_fired_time: 0.7832568288, propagate_forward_time: 40.8340759277, propagate_backward_time: 58.0389404297, weight_update_time: 0.1121947765, other_time: 2.2211685181
epoch time: 8.5928230286s, input_fired_time: 0.1347485930, output_fired_time: 0.0000000000, propagate_forward_time: 8.0820522308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760223389
validation[          , genome  6778] predictions:    9712/  10000 (97.12%), best:    9766/10000 (97.66%), error:       960.59015, best error:       774.81952 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 103.0517654419s, input_fired_time: 1.2409538031, output_fired_time: 0.7820068002, propagate_forward_time: 40.7447547913, propagate_backward_time: 58.1101226807, weight_update_time: 0.1126778722, other_time: 2.1739311218
epoch time: 8.5720567703s, input_fired_time: 0.1334184557, output_fired_time: 0.0000000000, propagate_forward_time: 8.0602979660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783407211
validation[          , genome  6778] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       763.83044, best error:       763.83044 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 102.3836746216s, input_fired_time: 1.2465693951, output_fired_time: 0.7799282670, propagate_forward_time: 40.5433692932, propagate_backward_time: 57.6404838562, weight_update_time: 0.1115944162, other_time: 2.1733245850
epoch time: 8.6054620743s, input_fired_time: 0.1332003921, output_fired_time: 0.0000000000, propagate_forward_time: 8.0985040665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737573624
validation[          , genome  6778] predictions:    9731/  10000 (97.31%), best:    9753/10000 (97.53%), error:       890.73193, best error:       763.83044 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 102.5282287598s, input_fired_time: 1.2327287197, output_fired_time: 0.7813804746, propagate_forward_time: 40.5497970581, propagate_backward_time: 57.7906646729, weight_update_time: 0.1113597080, other_time: 2.1736602783
epoch time: 8.6048660278s, input_fired_time: 0.1326769292, output_fired_time: 0.0000000000, propagate_forward_time: 8.0982141495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739748001
validation[          , genome  6778] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       807.00458, best error:       763.83044 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 102.9404296875s, input_fired_time: 1.2271157503, output_fired_time: 0.7849029303, propagate_forward_time: 40.6980361938, propagate_backward_time: 58.0375747681, weight_update_time: 0.1129583269, other_time: 2.1927947998
epoch time: 8.6185321808s, input_fired_time: 0.1416058093, output_fired_time: 0.0000000000, propagate_forward_time: 8.1036586761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732681274
validation[          , genome  6778] predictions:    9749/  10000 (97.49%), best:    9753/10000 (97.53%), error:       825.35321, best error:       763.83044 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 102.8406219482s, input_fired_time: 1.2308834791, output_fired_time: 0.7959413528, propagate_forward_time: 40.6859588623, propagate_backward_time: 57.9394645691, weight_update_time: 0.1122312024, other_time: 2.1883735657
epoch time: 8.6621370316s, input_fired_time: 0.1658903211, output_fired_time: 0.0000000000, propagate_forward_time: 8.1146183014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816280365
validation[          , genome  6778] predictions:    9752/  10000 (97.52%), best:    9753/10000 (97.53%), error:       788.74536, best error:       763.83044 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 102.8309783936s, input_fired_time: 1.2335369587, output_fired_time: 0.7904675007, propagate_forward_time: 40.6353073120, propagate_backward_time: 57.9713096619, weight_update_time: 0.1124616340, other_time: 2.2003593445
epoch time: 8.6114845276s, input_fired_time: 0.1404549330, output_fired_time: 0.0000000000, propagate_forward_time: 8.0984439850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3725852966
validation[          , genome  6778] predictions:    9740/  10000 (97.40%), best:    9753/10000 (97.53%), error:       821.85406, best error:       763.83044 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 103.4190673828s, input_fired_time: 1.2376885414, output_fired_time: 0.7920828462, propagate_forward_time: 40.8630027771, propagate_backward_time: 58.3408508301, weight_update_time: 0.1125660464, other_time: 2.1854438782
epoch time: 8.6292905807s, input_fired_time: 0.1350173801, output_fired_time: 0.0000000000, propagate_forward_time: 8.1186866760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755865097
validation[          , genome  6778] predictions:    9769/  10000 (97.69%), best:    9753/10000 (97.53%), error:       790.06708, best error:       763.83044 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 102.0634689331s, input_fired_time: 1.2169011831, output_fired_time: 0.7790221572, propagate_forward_time: 40.4100875854, propagate_backward_time: 57.5133438110, weight_update_time: 0.1122809500, other_time: 2.1441116333
epoch time: 8.5962848663s, input_fired_time: 0.1320271492, output_fired_time: 0.0000000000, propagate_forward_time: 8.0903778076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738803864
validation[          , genome  6778] predictions:    9766/  10000 (97.66%), best:    9753/10000 (97.53%), error:       783.40594, best error:       763.83044 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 103.7269744873s, input_fired_time: 1.2568869591, output_fired_time: 0.7901174426, propagate_forward_time: 40.9952964783, propagate_backward_time: 58.4675903320, weight_update_time: 0.1126581654, other_time: 2.2170829773
epoch time: 8.6298246384s, input_fired_time: 0.1373527646, output_fired_time: 0.0000000000, propagate_forward_time: 8.1141433716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783283234
validation[          , genome  6778] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       717.12708, best error:       717.12708 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 103.7744598389s, input_fired_time: 1.2426469326, output_fired_time: 0.7852383256, propagate_forward_time: 41.1282844543, propagate_backward_time: 58.4292182922, weight_update_time: 0.1123796776, other_time: 2.1890716553
epoch time: 8.6996688843s, input_fired_time: 0.1400156319, output_fired_time: 0.0000000000, propagate_forward_time: 8.1739511490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857021332
validation[          , genome  6778] predictions:    9734/  10000 (97.34%), best:    9782/10000 (97.82%), error:       789.80341, best error:       717.12708 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 102.8976821899s, input_fired_time: 1.2453598976, output_fired_time: 0.7815645337, propagate_forward_time: 40.7148818970, propagate_backward_time: 57.9672851562, weight_update_time: 0.1119593754, other_time: 2.1885910034
epoch time: 8.6374835968s, input_fired_time: 0.1370628923, output_fired_time: 0.0000000000, propagate_forward_time: 8.1315727234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688478470
validation[          , genome  6778] predictions:    9741/  10000 (97.41%), best:    9782/10000 (97.82%), error:       871.49561, best error:       717.12708 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 103.0521621704s, input_fired_time: 1.2539768219, output_fired_time: 0.7839673162, propagate_forward_time: 40.7559089661, propagate_backward_time: 58.0664024353, weight_update_time: 0.1126851737, other_time: 2.1919097900
epoch time: 8.6443119049s, input_fired_time: 0.1383379698, output_fired_time: 0.0000000000, propagate_forward_time: 8.1244955063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814783096
validation[          , genome  6778] predictions:    9756/  10000 (97.56%), best:    9782/10000 (97.82%), error:       811.34656, best error:       717.12708 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 102.9164047241s, input_fired_time: 1.2586287260, output_fired_time: 0.7854976654, propagate_forward_time: 40.6877212524, propagate_backward_time: 57.9915618896, weight_update_time: 0.1120499521, other_time: 2.1929931641
epoch time: 8.6382312775s, input_fired_time: 0.1629733294, output_fired_time: 0.0000000000, propagate_forward_time: 8.0958480835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794097900
validation[          , genome  6778] predictions:    9723/  10000 (97.23%), best:    9782/10000 (97.82%), error:       871.84637, best error:       717.12708 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 102.3654708862s, input_fired_time: 1.2352156639, output_fired_time: 0.7801616192, propagate_forward_time: 40.5424652100, propagate_backward_time: 57.6506729126, weight_update_time: 0.1114812121, other_time: 2.1569595337
epoch time: 8.6032028198s, input_fired_time: 0.1354095489, output_fired_time: 0.0000000000, propagate_forward_time: 8.0961017609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716917038
validation[          , genome  6778] predictions:    9730/  10000 (97.30%), best:    9782/10000 (97.82%), error:       875.96021, best error:       717.12708 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 102.3483963013s, input_fired_time: 1.2363792658, output_fired_time: 0.7802264690, propagate_forward_time: 40.5255508423, propagate_backward_time: 57.6570701599, weight_update_time: 0.1114623100, other_time: 2.1491661072
epoch time: 8.5521411896s, input_fired_time: 0.1362159103, output_fired_time: 0.0000000000, propagate_forward_time: 8.0448570251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3710680008
validation[          , genome  6778] predictions:    9741/  10000 (97.41%), best:    9782/10000 (97.82%), error:       849.07953, best error:       717.12708 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 102.5061416626s, input_fired_time: 1.2423950434, output_fired_time: 0.7777290344, propagate_forward_time: 40.6027069092, propagate_backward_time: 57.7117767334, weight_update_time: 0.1112048924, other_time: 2.1715393066
epoch time: 8.6785631180s, input_fired_time: 0.1365151554, output_fired_time: 0.0000000000, propagate_forward_time: 8.1679449081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3741025925
validation[          , genome  6778] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       672.29962, best error:       672.29962 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 103.1070632935s, input_fired_time: 1.2478722334, output_fired_time: 0.7848965526, propagate_forward_time: 40.7491073608, propagate_backward_time: 58.1440162659, weight_update_time: 0.1135085821, other_time: 2.1811714172
epoch time: 8.5958871841s, input_fired_time: 0.1358790994, output_fired_time: 0.0000000000, propagate_forward_time: 8.0880031586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720045090
validation[          , genome  6778] predictions:    9760/  10000 (97.60%), best:    9788/10000 (97.88%), error:       783.28815, best error:       672.29962 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 102.6693038940s, input_fired_time: 1.2410300970, output_fired_time: 0.7802537680, propagate_forward_time: 40.5828742981, propagate_backward_time: 57.9028358459, weight_update_time: 0.1127789095, other_time: 2.1623153687
epoch time: 8.6699161530s, input_fired_time: 0.1379882842, output_fired_time: 0.0000000000, propagate_forward_time: 8.1556749344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3762531281
validation[          , genome  6778] predictions:    9774/  10000 (97.74%), best:    9788/10000 (97.88%), error:       755.33307, best error:       672.29962 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 103.0822753906s, input_fired_time: 1.2536082268, output_fired_time: 0.7913450599, propagate_forward_time: 40.7350883484, propagate_backward_time: 58.1040916443, weight_update_time: 0.1126093045, other_time: 2.1981430054
epoch time: 8.6663217545s, input_fired_time: 0.1395507157, output_fired_time: 0.0000000000, propagate_forward_time: 8.1475687027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3792018890
validation[          , genome  6778] predictions:    9774/  10000 (97.74%), best:    9788/10000 (97.88%), error:       713.77203, best error:       672.29962 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 102.8543853760s, input_fired_time: 1.2541868687, output_fired_time: 0.7809397578, propagate_forward_time: 40.6765022278, propagate_backward_time: 57.9628982544, weight_update_time: 0.1123826131, other_time: 2.1798591614
epoch time: 8.6255931854s, input_fired_time: 0.1377414763, output_fired_time: 0.0000000000, propagate_forward_time: 8.1116819382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761701584
validation[          , genome  6778] predictions:    9782/  10000 (97.82%), best:    9788/10000 (97.88%), error:       720.05884, best error:       672.29962 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 102.8682632446s, input_fired_time: 1.2495276928, output_fired_time: 0.7835443616, propagate_forward_time: 40.6330795288, propagate_backward_time: 58.0159149170, weight_update_time: 0.1131917164, other_time: 2.1861953735
epoch time: 8.6069784164s, input_fired_time: 0.1394200176, output_fired_time: 0.0000000000, propagate_forward_time: 8.0910730362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3764858246
validation[          , genome  6778] predictions:    9766/  10000 (97.66%), best:    9788/10000 (97.88%), error:       753.87061, best error:       672.29962 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 102.8938140869s, input_fired_time: 1.2564575672, output_fired_time: 0.7853574753, propagate_forward_time: 40.6361885071, propagate_backward_time: 58.0192832947, weight_update_time: 0.1125884578, other_time: 2.1965332031
epoch time: 8.6495676041s, input_fired_time: 0.1408454627, output_fired_time: 0.0000000000, propagate_forward_time: 8.1252079010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835144043
validation[          , genome  6778] predictions:    9786/  10000 (97.86%), best:    9788/10000 (97.88%), error:       686.66608, best error:       672.29962 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 103.0921707153s, input_fired_time: 1.2586811781, output_fired_time: 0.7842222452, propagate_forward_time: 40.7506484985, propagate_backward_time: 58.1099700928, weight_update_time: 0.1121463031, other_time: 2.1886444092
epoch time: 8.6105966568s, input_fired_time: 0.1398087293, output_fired_time: 0.0000000000, propagate_forward_time: 8.0991802216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716077805
validation[          , genome  6778] predictions:    9738/  10000 (97.38%), best:    9788/10000 (97.88%), error:       792.97565, best error:       672.29962 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 103.3670730591s, input_fired_time: 1.2880214453, output_fired_time: 0.7855547071, propagate_forward_time: 40.8979568481, propagate_backward_time: 58.1993637085, weight_update_time: 0.1125506535, other_time: 2.1961746216
epoch time: 8.8239831924s, input_fired_time: 0.1384894699, output_fired_time: 0.0000000000, propagate_forward_time: 8.2643461227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211473465
validation[          , genome  6778] predictions:    9790/  10000 (97.90%), best:    9788/10000 (97.88%), error:       714.23737, best error:       672.29962 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 102.5036621094s, input_fired_time: 1.2476966381, output_fired_time: 0.7793918848, propagate_forward_time: 40.6130485535, propagate_backward_time: 57.7140350342, weight_update_time: 0.1113042012, other_time: 2.1494941711
epoch time: 8.6616668701s, input_fired_time: 0.1426538527, output_fired_time: 0.0000000000, propagate_forward_time: 8.1372613907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3817520142
validation[          , genome  6778] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       659.05695, best error:       659.05695 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 103.1448364258s, input_fired_time: 1.2770961523, output_fired_time: 0.7865943909, propagate_forward_time: 40.7556877136, propagate_backward_time: 58.1240234375, weight_update_time: 0.1129307374, other_time: 2.2014350891
epoch time: 8.5909309387s, input_fired_time: 0.1375965923, output_fired_time: 0.0000000000, propagate_forward_time: 8.0763788223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769559860
validation[          , genome  6778] predictions:    9759/  10000 (97.59%), best:    9794/10000 (97.94%), error:       751.95477, best error:       659.05695 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 103.1398315430s, input_fired_time: 1.2537250519, output_fired_time: 0.7929943800, propagate_forward_time: 40.7923355103, propagate_backward_time: 58.1007499695, weight_update_time: 0.1136799082, other_time: 2.2000312805
epoch time: 8.7457294464s, input_fired_time: 0.1443193853, output_fired_time: 0.0000000000, propagate_forward_time: 8.2056322098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3957777023
validation[          , genome  6778] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       643.20294, best error:       643.20294 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 103.0017395020s, input_fired_time: 1.2611542940, output_fired_time: 0.7854805589, propagate_forward_time: 40.7637290955, propagate_backward_time: 58.0115928650, weight_update_time: 0.1134446561, other_time: 2.1797790527
epoch time: 8.6164970398s, input_fired_time: 0.1394783109, output_fired_time: 0.0000000000, propagate_forward_time: 8.1037778854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732404709
validation[          , genome  6778] predictions:    9785/  10000 (97.85%), best:    9789/10000 (97.89%), error:       694.77722, best error:       643.20294 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 102.6923675537s, input_fired_time: 1.2516093254, output_fired_time: 0.7807518244, propagate_forward_time: 40.5711708069, propagate_backward_time: 57.9149398804, weight_update_time: 0.1124882400, other_time: 2.1738929749
epoch time: 8.6191310883s, input_fired_time: 0.1410416514, output_fired_time: 0.0000000000, propagate_forward_time: 8.1016731262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3764162064
validation[          , genome  6778] predictions:    9751/  10000 (97.51%), best:    9789/10000 (97.89%), error:       744.03931, best error:       643.20294 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 102.6468048096s, input_fired_time: 1.2502552271, output_fired_time: 0.7778804898, propagate_forward_time: 40.6377639771, propagate_backward_time: 57.7985763550, weight_update_time: 0.1125960723, other_time: 2.1823348999
epoch time: 8.6303825378s, input_fired_time: 0.1398806274, output_fired_time: 0.0000000000, propagate_forward_time: 8.1165571213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739452362
validation[          , genome  6778] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       619.97638, best error:       619.97638 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 102.7846298218s, input_fired_time: 1.2541878223, output_fired_time: 0.7819041610, propagate_forward_time: 40.7358818054, propagate_backward_time: 57.8392333984, weight_update_time: 0.1126202792, other_time: 2.1734199524
epoch time: 8.7290878296s, input_fired_time: 0.1670805514, output_fired_time: 0.0000000000, propagate_forward_time: 8.1865234375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754835129
validation[          , genome  6778] predictions:    9769/  10000 (97.69%), best:    9799/10000 (97.99%), error:       725.36322, best error:       619.97638 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 103.4081039429s, input_fired_time: 1.2657730579, output_fired_time: 0.7861634493, propagate_forward_time: 40.8392105103, propagate_backward_time: 58.2811508179, weight_update_time: 0.1135843918, other_time: 2.2358093262
epoch time: 8.5955820084s, input_fired_time: 0.1389987916, output_fired_time: 0.0000000000, propagate_forward_time: 8.0834417343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731412888
validation[          , genome  6778] predictions:    9759/  10000 (97.59%), best:    9799/10000 (97.99%), error:       764.90796, best error:       619.97638 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 102.6962738037s, input_fired_time: 1.2740250826, output_fired_time: 0.7825544477, propagate_forward_time: 40.6029624939, propagate_backward_time: 57.8670806885, weight_update_time: 0.1116663590, other_time: 2.1696510315
epoch time: 8.5637025833s, input_fired_time: 0.1403547525, output_fired_time: 0.0000000000, propagate_forward_time: 8.0534276962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699197769
validation[          , genome  6778] predictions:    9745/  10000 (97.45%), best:    9799/10000 (97.99%), error:       771.08569, best error:       619.97638 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 102.8489761353s, input_fired_time: 1.2642654181, output_fired_time: 0.7883012891, propagate_forward_time: 40.5606231689, propagate_backward_time: 58.0505599976, weight_update_time: 0.1198809519, other_time: 2.1852264404
epoch time: 8.6857576370s, input_fired_time: 0.1408887804, output_fired_time: 0.0000000000, propagate_forward_time: 8.1570844650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877840042
validation[          , genome  6778] predictions:    9747/  10000 (97.47%), best:    9799/10000 (97.99%), error:       765.48694, best error:       619.97638 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 102.5526809692s, input_fired_time: 1.2562698126, output_fired_time: 0.7797685862, propagate_forward_time: 40.5318450928, propagate_backward_time: 57.8126678467, weight_update_time: 0.1127057821, other_time: 2.1721267700
epoch time: 8.6188783646s, input_fired_time: 0.1386131346, output_fired_time: 0.0000000000, propagate_forward_time: 8.1074104309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728551865
validation[          , genome  6778] predictions:    9750/  10000 (97.50%), best:    9799/10000 (97.99%), error:       797.29199, best error:       619.97638 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 103.0001373291s, input_fired_time: 1.2608352900, output_fired_time: 0.7980923057, propagate_forward_time: 40.7070503235, propagate_backward_time: 58.0578994751, weight_update_time: 0.1131419390, other_time: 2.1762580872
epoch time: 8.6018686295s, input_fired_time: 0.1406192333, output_fired_time: 0.0000000000, propagate_forward_time: 8.0875806808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736686707
validation[          , genome  6778] predictions:    9783/  10000 (97.83%), best:    9799/10000 (97.99%), error:       692.81299, best error:       619.97638 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 103.5693206787s, input_fired_time: 1.2738426924, output_fired_time: 0.7949634790, propagate_forward_time: 41.0633926392, propagate_backward_time: 58.2570686340, weight_update_time: 0.1123869717, other_time: 2.1800575256
epoch time: 8.5899209976s, input_fired_time: 0.1409704238, output_fired_time: 0.0000000000, propagate_forward_time: 8.0774459839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3715047836
validation[          , genome  6778] predictions:    9729/  10000 (97.29%), best:    9799/10000 (97.99%), error:       870.55597, best error:       619.97638 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 103.1027679443s, input_fired_time: 1.2588429451, output_fired_time: 0.7860221267, propagate_forward_time: 40.7743949890, propagate_backward_time: 58.1019935608, weight_update_time: 0.1131021753, other_time: 2.1815185547
epoch time: 8.7267789841s, input_fired_time: 0.1415484548, output_fired_time: 0.0000000000, propagate_forward_time: 8.2028617859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823690414
validation[          , genome  6778] predictions:    9787/  10000 (97.87%), best:    9799/10000 (97.99%), error:       674.21619, best error:       619.97638 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 102.8339080811s, input_fired_time: 1.2618134022, output_fired_time: 0.7822281122, propagate_forward_time: 40.7136802673, propagate_backward_time: 57.8994941711, weight_update_time: 0.1126384288, other_time: 2.1766967773
epoch time: 8.6659507751s, input_fired_time: 0.1403110921, output_fired_time: 0.0000000000, propagate_forward_time: 8.1153554916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4102840424
validation[          , genome  6778] predictions:    9785/  10000 (97.85%), best:    9799/10000 (97.99%), error:       695.52179, best error:       619.97638 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 102.3125457764s, input_fired_time: 1.2616878748, output_fired_time: 0.7799594402, propagate_forward_time: 40.4692001343, propagate_backward_time: 57.6464080811, weight_update_time: 0.1116139144, other_time: 2.1552886963
epoch time: 8.6161985397s, input_fired_time: 0.1394830644, output_fired_time: 0.0000000000, propagate_forward_time: 8.1032304764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734846115
validation[          , genome  6778] predictions:    9761/  10000 (97.61%), best:    9799/10000 (97.99%), error:       809.26324, best error:       619.97638 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 102.9904174805s, input_fired_time: 1.2641984224, output_fired_time: 0.7809877992, propagate_forward_time: 40.7480506897, propagate_backward_time: 58.0278091431, weight_update_time: 0.1123244911, other_time: 2.1693687439
epoch time: 8.5949697495s, input_fired_time: 0.1391882449, output_fired_time: 0.0000000000, propagate_forward_time: 8.0821104050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736715317
validation[          , genome  6778] predictions:    9785/  10000 (97.85%), best:    9799/10000 (97.99%), error:       697.23059, best error:       619.97638 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 102.5492477417s, input_fired_time: 1.2730705738, output_fired_time: 0.7806267738, propagate_forward_time: 40.5923995972, propagate_backward_time: 57.7316322327, weight_update_time: 0.1124118119, other_time: 2.1715202332
epoch time: 8.5681018829s, input_fired_time: 0.1400562674, output_fired_time: 0.0000000000, propagate_forward_time: 8.0579290390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701162338
validation[          , genome  6778] predictions:    9789/  10000 (97.89%), best:    9799/10000 (97.99%), error:       692.07220, best error:       619.97638 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 102.6050796509s, input_fired_time: 1.2655820847, output_fired_time: 0.7794132233, propagate_forward_time: 40.6270675659, propagate_backward_time: 57.7614288330, weight_update_time: 0.1122963056, other_time: 2.1715927124
epoch time: 8.6458997726s, input_fired_time: 0.1414368451, output_fired_time: 0.0000000000, propagate_forward_time: 8.1258735657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3785896301
validation[          , genome  6778] predictions:    9785/  10000 (97.85%), best:    9799/10000 (97.99%), error:       681.14508, best error:       619.97638 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 102.6301422119s, input_fired_time: 1.2623500824, output_fired_time: 0.7766106129, propagate_forward_time: 40.6371612549, propagate_backward_time: 57.7909965515, weight_update_time: 0.1126261055, other_time: 2.1630210876
epoch time: 8.5709533691s, input_fired_time: 0.1397852302, output_fired_time: 0.0000000000, propagate_forward_time: 8.0592012405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3719673157
validation[          , genome  6778] predictions:    9758/  10000 (97.58%), best:    9799/10000 (97.99%), error:       777.01221, best error:       619.97638 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 102.6881408691s, input_fired_time: 1.2614340782, output_fired_time: 0.7788176537, propagate_forward_time: 40.6700668335, propagate_backward_time: 57.7917213440, weight_update_time: 0.1120692864, other_time: 2.1861000061
epoch time: 8.5905380249s, input_fired_time: 0.1416498870, output_fired_time: 0.0000000000, propagate_forward_time: 8.0743255615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745622635
validation[          , genome  6778] predictions:    9771/  10000 (97.71%), best:    9799/10000 (97.99%), error:       717.53717, best error:       619.97638 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 102.8573455811s, input_fired_time: 1.2674136162, output_fired_time: 0.7822504044, propagate_forward_time: 40.6764488220, propagate_backward_time: 57.9476280212, weight_update_time: 0.1141493022, other_time: 2.1836090088
epoch time: 8.6344089508s, input_fired_time: 0.1419685483, output_fired_time: 0.0000000000, propagate_forward_time: 8.1181106567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743295670
validation[          , genome  6778] predictions:    9765/  10000 (97.65%), best:    9799/10000 (97.99%), error:       705.04419, best error:       619.97638 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 102.6624221802s, input_fired_time: 1.2769780159, output_fired_time: 0.7801067829, propagate_forward_time: 40.6404953003, propagate_backward_time: 57.7691802979, weight_update_time: 0.1135112196, other_time: 2.1956634521
epoch time: 8.6419115067s, input_fired_time: 0.1436661482, output_fired_time: 0.0000000000, propagate_forward_time: 8.1225347519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757104874
validation[          , genome  6778] predictions:    9775/  10000 (97.75%), best:    9799/10000 (97.99%), error:       729.36566, best error:       619.97638 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 102.6083374023s, input_fired_time: 1.2702702284, output_fired_time: 0.7778037786, propagate_forward_time: 40.6446571350, propagate_backward_time: 57.7410392761, weight_update_time: 0.1118850932, other_time: 2.1745681763
epoch time: 8.6467132568s, input_fired_time: 0.1406072974, output_fired_time: 0.0000000000, propagate_forward_time: 8.1325969696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735094070
validation[          , genome  6778] predictions:    9808/  10000 (98.08%), best:    9799/10000 (97.99%), error:       640.46075, best error:       619.97638 on epoch:    49, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 102.9299240112s, input_fired_time: 1.2655273676, output_fired_time: 0.7828098536, propagate_forward_time: 40.6826400757, propagate_backward_time: 58.0242919922, weight_update_time: 0.1137322113, other_time: 2.1746597290
epoch time: 8.6608839035s, input_fired_time: 0.1438108981, output_fired_time: 0.0000000000, propagate_forward_time: 8.1279239655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3891487122
validation[          , genome  6778] predictions:    9708/  10000 (97.08%), best:    9799/10000 (97.99%), error:       899.34326, best error:       619.97638 on epoch:    49, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 103.2962188721s, input_fired_time: 1.2810560465, output_fired_time: 0.7846454382, propagate_forward_time: 40.8036918640, propagate_backward_time: 58.2440109253, weight_update_time: 0.1132612750, other_time: 2.1828117371
epoch time: 8.5558910370s, input_fired_time: 0.1416966319, output_fired_time: 0.0000000000, propagate_forward_time: 8.0451402664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690538406
validation[          , genome  6778] predictions:    9772/  10000 (97.72%), best:    9799/10000 (97.99%), error:       726.09308, best error:       619.97638 on epoch:    49, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 102.8425140381s, input_fired_time: 1.3065809011, output_fired_time: 0.7815572023, propagate_forward_time: 40.7077522278, propagate_backward_time: 57.8699798584, weight_update_time: 0.1128132567, other_time: 2.1766471863
epoch time: 8.6186599731s, input_fired_time: 0.1444451213, output_fired_time: 0.0000000000, propagate_forward_time: 8.1006546021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735599518
validation[          , genome  6778] predictions:    9757/  10000 (97.57%), best:    9799/10000 (97.99%), error:       765.92688, best error:       619.97638 on epoch:    49, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 102.4824447632s, input_fired_time: 1.2791200876, output_fired_time: 0.7780607343, propagate_forward_time: 40.6204910278, propagate_backward_time: 57.6379318237, weight_update_time: 0.1114325002, other_time: 2.1668395996
epoch time: 8.6881332397s, input_fired_time: 0.1420546621, output_fired_time: 0.0000000000, propagate_forward_time: 8.1735696793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3725090027
validation[          , genome  6778] predictions:    9690/  10000 (96.90%), best:    9799/10000 (97.99%), error:      1008.30750, best error:       619.97638 on epoch:    49, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 102.9659423828s, input_fired_time: 1.2705937624, output_fired_time: 0.7901446819, propagate_forward_time: 40.7652702332, propagate_backward_time: 57.9608688354, weight_update_time: 0.1117780209, other_time: 2.1790657043
epoch time: 8.6564025879s, input_fired_time: 0.1424488723, output_fired_time: 0.0000000000, propagate_forward_time: 8.1403064728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736476898
validation[          , genome  6778] predictions:    9796/  10000 (97.96%), best:    9799/10000 (97.99%), error:       652.63409, best error:       619.97638 on epoch:    49, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 102.5838317871s, input_fired_time: 1.2752530575, output_fired_time: 0.7781276107, propagate_forward_time: 40.6010398865, propagate_backward_time: 57.7625083923, weight_update_time: 0.1111617535, other_time: 2.1669006348
epoch time: 8.6779756546s, input_fired_time: 0.1421940029, output_fired_time: 0.0000000000, propagate_forward_time: 8.1537914276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819904327
validation[          , genome  6778] predictions:    9775/  10000 (97.75%), best:    9799/10000 (97.99%), error:       720.14612, best error:       619.97638 on epoch:    49, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 103.1456985474s, input_fired_time: 1.2751604319, output_fired_time: 0.7837255597, propagate_forward_time: 40.7623291016, propagate_backward_time: 58.1298980713, weight_update_time: 0.1132132113, other_time: 2.1945877075
epoch time: 8.6015558243s, input_fired_time: 0.1441217363, output_fired_time: 0.0000000000, propagate_forward_time: 8.0851926804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722410202
validation[          , genome  6778] predictions:    9771/  10000 (97.71%), best:    9799/10000 (97.99%), error:       712.68774, best error:       619.97638 on epoch:    49, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 103.0565338135s, input_fired_time: 1.2873274088, output_fired_time: 0.7807590961, propagate_forward_time: 40.7480430603, propagate_backward_time: 58.0620574951, weight_update_time: 0.1122017950, other_time: 2.1783409119
epoch time: 8.5856342316s, input_fired_time: 0.1427645683, output_fired_time: 0.0000000000, propagate_forward_time: 8.0694541931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734149933
validation[          , genome  6778] predictions:    9768/  10000 (97.68%), best:    9799/10000 (97.99%), error:       739.20105, best error:       619.97638 on epoch:    49, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 103.1901855469s, input_fired_time: 1.2969620228, output_fired_time: 0.7797538042, propagate_forward_time: 40.8474426270, propagate_backward_time: 58.0891723633, weight_update_time: 0.1165092215, other_time: 2.1768569946
epoch time: 8.6075963974s, input_fired_time: 0.1437683403, output_fired_time: 0.0000000000, propagate_forward_time: 8.0893726349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744554520
validation[          , genome  6778] predictions:    9792/  10000 (97.92%), best:    9799/10000 (97.99%), error:       672.03680, best error:       619.97638 on epoch:    49, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 102.4895629883s, input_fired_time: 1.2736115456, output_fired_time: 0.7788927555, propagate_forward_time: 40.5332832336, propagate_backward_time: 57.7456283569, weight_update_time: 0.1122395694, other_time: 2.1581459045
epoch time: 8.7987165451s, input_fired_time: 0.1446420848, output_fired_time: 0.0000000000, propagate_forward_time: 8.2594966888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3945779800
validation[          , genome  6778] predictions:    9765/  10000 (97.65%), best:    9799/10000 (97.99%), error:       737.81421, best error:       619.97638 on epoch:    49, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 103.2580184937s, input_fired_time: 1.2857258320, output_fired_time: 0.7862306833, propagate_forward_time: 40.8753204346, propagate_backward_time: 58.1350288391, weight_update_time: 0.1128169149, other_time: 2.1757087708
epoch time: 8.6933841705s, input_fired_time: 0.1430289894, output_fired_time: 0.0000000000, propagate_forward_time: 8.1754159927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749389648
validation[          , genome  6778] predictions:    9802/  10000 (98.02%), best:    9799/10000 (97.99%), error:       676.23907, best error:       619.97638 on epoch:    49, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 102.5964355469s, input_fired_time: 1.3056154251, output_fired_time: 0.7924498320, propagate_forward_time: 40.6266937256, propagate_backward_time: 57.7115364075, weight_update_time: 0.1112497747, other_time: 2.1601371765
epoch time: 8.7123689651s, input_fired_time: 0.1446296573, output_fired_time: 0.0000000000, propagate_forward_time: 8.1898002625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779392242
validation[          , genome  6778] predictions:    9730/  10000 (97.30%), best:    9799/10000 (97.99%), error:       854.01404, best error:       619.97638 on epoch:    49, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 102.6456832886s, input_fired_time: 1.2703967094, output_fired_time: 0.7801962495, propagate_forward_time: 40.6142349243, propagate_backward_time: 57.8238449097, weight_update_time: 0.1111014709, other_time: 2.1570129395
epoch time: 8.6107826233s, input_fired_time: 0.1423200518, output_fired_time: 0.0000000000, propagate_forward_time: 8.0934963226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749666214
validation[          , genome  6778] predictions:    9741/  10000 (97.41%), best:    9799/10000 (97.99%), error:       816.01141, best error:       619.97638 on epoch:    49, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 102.3436050415s, input_fired_time: 1.2730292082, output_fired_time: 0.7769585252, propagate_forward_time: 40.4304389954, propagate_backward_time: 57.7060470581, weight_update_time: 0.1110870987, other_time: 2.1571311951
epoch time: 8.6003961563s, input_fired_time: 0.1434840113, output_fired_time: 0.0000000000, propagate_forward_time: 8.0799884796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769235611
validation[          , genome  6778] predictions:    9792/  10000 (97.92%), best:    9799/10000 (97.99%), error:       696.53687, best error:       619.97638 on epoch:    49, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 102.6776351929s, input_fired_time: 1.2827970982, output_fired_time: 0.7808333039, propagate_forward_time: 40.6132125854, propagate_backward_time: 57.8106155396, weight_update_time: 0.1131233871, other_time: 2.1901779175
epoch time: 8.6448535919s, input_fired_time: 0.1442858726, output_fired_time: 0.0000000000, propagate_forward_time: 8.1197299957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808374405
validation[          , genome  6778] predictions:    9795/  10000 (97.95%), best:    9799/10000 (97.99%), error:       676.00159, best error:       619.97638 on epoch:    49, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 102.3627014160s, input_fired_time: 1.2737267017, output_fired_time: 0.7765672207, propagate_forward_time: 40.5359306335, propagate_backward_time: 57.6246757507, weight_update_time: 0.1115681380, other_time: 2.1518020630
epoch time: 8.8826913834s, input_fired_time: 0.1499916166, output_fired_time: 0.0000000000, propagate_forward_time: 8.3330831528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3996162415
validation[          , genome  6778] predictions:    9773/  10000 (97.73%), best:    9799/10000 (97.99%), error:       764.95422, best error:       619.97638 on epoch:    49, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 102.7764282227s, input_fired_time: 1.2780479193, output_fired_time: 0.7859318852, propagate_forward_time: 40.6557502747, propagate_backward_time: 57.9014930725, weight_update_time: 0.1118907109, other_time: 2.1552047729
epoch time: 8.6711444855s, input_fired_time: 0.1449543238, output_fired_time: 0.0000000000, propagate_forward_time: 8.1464061737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3797836304
validation[          , genome  6778] predictions:    9784/  10000 (97.84%), best:    9799/10000 (97.99%), error:       698.51337, best error:       619.97638 on epoch:    49, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 103.1229171753s, input_fired_time: 1.2733027935, output_fired_time: 0.7881560326, propagate_forward_time: 40.8816223145, propagate_backward_time: 58.0245666504, weight_update_time: 0.1120728925, other_time: 2.1552734375
epoch time: 8.7155494690s, input_fired_time: 0.1438843310, output_fired_time: 0.0000000000, propagate_forward_time: 8.1958036423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758611679
validation[          , genome  6778] predictions:    9768/  10000 (97.68%), best:    9799/10000 (97.99%), error:       827.24487, best error:       619.97638 on epoch:    49, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 103.3552703857s, input_fired_time: 1.2725299597, output_fired_time: 0.7828690410, propagate_forward_time: 40.8874473572, propagate_backward_time: 58.2275619507, weight_update_time: 0.1128054708, other_time: 2.1848640442
epoch time: 8.6074256897s, input_fired_time: 0.1437405795, output_fired_time: 0.0000000000, propagate_forward_time: 8.0898275375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738574982
validation[          , genome  6778] predictions:    9771/  10000 (97.71%), best:    9799/10000 (97.99%), error:       756.35522, best error:       619.97638 on epoch:    49, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 102.8704605103s, input_fired_time: 1.2753601074, output_fired_time: 0.8072976470, propagate_forward_time: 40.6748695374, propagate_backward_time: 57.9329414368, weight_update_time: 0.1134991124, other_time: 2.1799926758
epoch time: 8.6315059662s, input_fired_time: 0.1441864669, output_fired_time: 0.0000000000, propagate_forward_time: 8.1117820740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755378723
validation[          , genome  6778] predictions:    9797/  10000 (97.97%), best:    9799/10000 (97.99%), error:       687.46185, best error:       619.97638 on epoch:    49, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 103.0614929199s, input_fired_time: 1.2811259031, output_fired_time: 0.7827764750, propagate_forward_time: 40.7928314209, propagate_backward_time: 58.0309524536, weight_update_time: 0.1137177050, other_time: 2.1738052368
epoch time: 8.6371107101s, input_fired_time: 0.1442117840, output_fired_time: 0.0000000000, propagate_forward_time: 8.1161661148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3767328262
validation[          , genome  6778] predictions:    9789/  10000 (97.89%), best:    9799/10000 (97.99%), error:       700.77808, best error:       619.97638 on epoch:    49, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 103.1783676147s, input_fired_time: 1.2860940695, output_fired_time: 0.7839480042, propagate_forward_time: 40.7409019470, propagate_backward_time: 58.1850051880, weight_update_time: 0.1125725359, other_time: 2.1824150085
epoch time: 8.6446599960s, input_fired_time: 0.1468006670, output_fired_time: 0.0000000000, propagate_forward_time: 8.1202526093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776063919
validation[          , genome  6778] predictions:    9764/  10000 (97.64%), best:    9799/10000 (97.99%), error:       757.16241, best error:       619.97638 on epoch:    49, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 103.1615676880s, input_fired_time: 1.2858245373, output_fired_time: 0.7838819623, propagate_forward_time: 40.7347564697, propagate_backward_time: 58.1290664673, weight_update_time: 0.1131742671, other_time: 2.2280349731
epoch time: 8.6689376831s, input_fired_time: 0.1482398957, output_fired_time: 0.0000000000, propagate_forward_time: 8.1409425735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3797550201
validation[          , genome  6778] predictions:    9755/  10000 (97.55%), best:    9799/10000 (97.99%), error:       756.44299, best error:       619.97638 on epoch:    49, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 102.9011840820s, input_fired_time: 1.2891576290, output_fired_time: 0.7831705809, propagate_forward_time: 40.6706962585, propagate_backward_time: 57.9609527588, weight_update_time: 0.1127829850, other_time: 2.1972084045
epoch time: 8.6174287796s, input_fired_time: 0.1445588171, output_fired_time: 0.0000000000, propagate_forward_time: 8.1011495590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717203140
validation[          , genome  6778] predictions:    9793/  10000 (97.93%), best:    9799/10000 (97.99%), error:       687.30609, best error:       619.97638 on epoch:    49, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 102.6724548340s, input_fired_time: 1.2778117657, output_fired_time: 0.7804651260, propagate_forward_time: 40.5592727661, propagate_backward_time: 57.8893852234, weight_update_time: 0.1123015136, other_time: 2.1655235291
epoch time: 8.5758647919s, input_fired_time: 0.1424494535, output_fired_time: 0.0000000000, propagate_forward_time: 8.0626993179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707160950
validation[          , genome  6778] predictions:    9767/  10000 (97.67%), best:    9799/10000 (97.99%), error:       746.01636, best error:       619.97638 on epoch:    49, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 102.7916259766s, input_fired_time: 1.2939411402, output_fired_time: 0.7801761031, propagate_forward_time: 40.6065101624, propagate_backward_time: 57.9443893433, weight_update_time: 0.1128252894, other_time: 2.1666145325
epoch time: 8.6915540695s, input_fired_time: 0.1430495679, output_fired_time: 0.0000000000, propagate_forward_time: 8.1761779785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723268509
validation[          , genome  6778] predictions:    9789/  10000 (97.89%), best:    9799/10000 (97.99%), error:       690.39996, best error:       619.97638 on epoch:    49, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 102.3328170776s, input_fired_time: 1.2735555172, output_fired_time: 0.7872622609, propagate_forward_time: 40.5362739563, propagate_backward_time: 57.5522804260, weight_update_time: 0.1121065319, other_time: 2.1834487915
epoch time: 8.7061080933s, input_fired_time: 0.1445878893, output_fired_time: 0.0000000000, propagate_forward_time: 8.1878929138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736276627
validation[          , genome  6778] predictions:    9784/  10000 (97.84%), best:    9799/10000 (97.99%), error:       699.93060, best error:       619.97638 on epoch:    49, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 103.0565032959s, input_fired_time: 1.2824560404, output_fired_time: 0.7870952487, propagate_forward_time: 40.7530174255, propagate_backward_time: 58.0631103516, weight_update_time: 0.1116435975, other_time: 2.1708259583
epoch time: 8.6451110840s, input_fired_time: 0.1460950077, output_fired_time: 0.0000000000, propagate_forward_time: 8.1258268356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731889725
validation[          , genome  6778] predictions:    9790/  10000 (97.90%), best:    9799/10000 (97.99%), error:       687.35535, best error:       619.97638 on epoch:    49, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 102.3980941772s, input_fired_time: 1.2822129726, output_fired_time: 0.7805339098, propagate_forward_time: 40.5082321167, propagate_backward_time: 57.6668663025, weight_update_time: 0.1118658558, other_time: 2.1602516174
epoch time: 8.6159801483s, input_fired_time: 0.1437384784, output_fired_time: 0.0000000000, propagate_forward_time: 8.1016845703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705568314
validation[          , genome  6778] predictions:    9730/  10000 (97.30%), best:    9799/10000 (97.99%), error:       886.28723, best error:       619.97638 on epoch:    49, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 102.9314498901s, input_fired_time: 1.2902294397, output_fired_time: 0.7823250294, propagate_forward_time: 40.6718368530, propagate_backward_time: 58.0244369507, weight_update_time: 0.1128458902, other_time: 2.1626205444
epoch time: 9.1560935974s, input_fired_time: 0.1495990306, output_fired_time: 0.0000000000, propagate_forward_time: 8.6243677139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3821268082
validation[          , genome  6778] predictions:    9785/  10000 (97.85%), best:    9799/10000 (97.99%), error:       692.61279, best error:       619.97638 on epoch:    49, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 102.9102554321s, input_fired_time: 1.2903465033, output_fired_time: 0.7830865383, propagate_forward_time: 40.6377601624, propagate_backward_time: 58.0222740173, weight_update_time: 0.1131730452, other_time: 2.1767883301
epoch time: 8.8282842636s, input_fired_time: 0.1463216245, output_fired_time: 0.0000000000, propagate_forward_time: 8.2746133804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073495865
validation[          , genome  6778] predictions:    9783/  10000 (97.83%), best:    9799/10000 (97.99%), error:       708.04865, best error:       619.97638 on epoch:    49, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 102.2389907837s, input_fired_time: 1.2708673477, output_fired_time: 0.7800058722, propagate_forward_time: 40.4329719543, propagate_backward_time: 57.6001853943, weight_update_time: 0.1128256097, other_time: 2.1549606323
epoch time: 8.6962766647s, input_fired_time: 0.1469553858, output_fired_time: 0.0000000000, propagate_forward_time: 8.1718330383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774881363
validation[          , genome  6778] predictions:    9758/  10000 (97.58%), best:    9799/10000 (97.99%), error:       771.13434, best error:       619.97638 on epoch:    49, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 104.4444351196s, input_fired_time: 1.3132681847, output_fired_time: 0.8003228307, propagate_forward_time: 41.1907386780, propagate_backward_time: 58.9217643738, weight_update_time: 0.1131463498, other_time: 2.2183380127
epoch time: 8.6627435684s, input_fired_time: 0.1483389139, output_fired_time: 0.0000000000, propagate_forward_time: 8.1351947784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3792095184
validation[          , genome  6778] predictions:    9797/  10000 (97.97%), best:    9799/10000 (97.99%), error:       666.95660, best error:       619.97638 on epoch:    49, 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: 43.3111534119s, input_fired_time: 0.7013387084, output_fired_time: 0.0000000000, propagate_forward_time: 40.6747360229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9350776672
best training[          , genome  6778] predictions:   49677/  50000 (99.35%), best:    9799/10000 (97.99%), error:      1211.97900, best error:       619.97638 on epoch:    49, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 8.6087083817s, input_fired_time: 0.1340382099, output_fired_time: 0.0000000000, propagate_forward_time: 8.0911588669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835115433
   testing[          , genome  6778] predictions:    9831/  10000 (98.31%), best:    9799/10000 (97.99%), error:       542.43176, best error:       619.97638 on epoch:    49, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:16:16 (22708): called boinc_finish(0)

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