Nameexact_genome_1512568488_44_6922_1
Workunit2605890
Created7 Dec 2017, 22:45:13 UTC
Sent7 Dec 2017, 22:51:49 UTC
Report deadline15 Dec 2017, 22:39:05 UTC
Received8 Dec 2017, 13:25:21 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time3 hours 35 min 6 sec
CPU time3 hours 12 min 46 sec
Validate stateValid
Credit1,997.79
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.78 MB
Peak swap size158.80 MB
Peak disk usage2.01 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
2730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314761162
validation[          , genome  6922] predictions:    9719/  10000 (97.19%), best:    9732/10000 (97.32%), error:       903.72052, best error:       895.44843 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 102.1053466797s, input_fired_time: 1.1632997990, output_fired_time: 0.9630699754, propagate_forward_time: 37.5218925476, propagate_backward_time: 60.0333747864, weight_update_time: 0.1220682412, other_time: 2.4237060547
epoch time: 7.7597451210s, input_fired_time: 0.1373788416, output_fired_time: 0.0000000000, propagate_forward_time: 7.1980652809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243011475
validation[          , genome  6922] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       859.06708, best error:       859.06708 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 102.2328720093s, input_fired_time: 1.1650353670, output_fired_time: 0.9704232216, propagate_forward_time: 37.5003509521, propagate_backward_time: 60.1764488220, weight_update_time: 0.1220779568, other_time: 2.4206123352
epoch time: 8.2121114731s, input_fired_time: 0.1420380920, output_fired_time: 0.0000000000, propagate_forward_time: 7.6286172867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4414558411
validation[          , genome  6922] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       857.42108, best error:       857.42108 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 100.8366775513s, input_fired_time: 1.1578301191, output_fired_time: 0.9557739496, propagate_forward_time: 36.9484977722, propagate_backward_time: 59.3752288818, weight_update_time: 0.1207277924, other_time: 2.3993492126
epoch time: 8.2920818329s, input_fired_time: 0.1438542157, output_fired_time: 0.0000000000, propagate_forward_time: 7.7071352005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410924911
validation[          , genome  6922] predictions:    9696/  10000 (96.96%), best:    9749/10000 (97.49%), error:      1010.05981, best error:       857.42108 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 102.7883682251s, input_fired_time: 1.1695249081, output_fired_time: 0.9706391692, propagate_forward_time: 37.6409301758, propagate_backward_time: 60.5677490234, weight_update_time: 0.1231925860, other_time: 2.4395217896
epoch time: 7.5857276917s, input_fired_time: 0.1343805194, output_fired_time: 0.0000000000, propagate_forward_time: 7.0331268311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4182205200
validation[          , genome  6922] predictions:    9719/  10000 (97.19%), best:    9749/10000 (97.49%), error:       961.00433, best error:       857.42108 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 104.1672668457s, input_fired_time: 1.1742463112, output_fired_time: 0.9876897931, propagate_forward_time: 38.1780776978, propagate_backward_time: 61.3799438477, weight_update_time: 0.1235346496, other_time: 2.4473114014
epoch time: 8.3605241776s, input_fired_time: 0.1435997188, output_fired_time: 0.0000000000, propagate_forward_time: 7.7722883224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4446363449
validation[          , genome  6922] predictions:    9609/  10000 (96.09%), best:    9749/10000 (97.49%), error:      1261.88867, best error:       857.42108 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 95.0763702393s, input_fired_time: 1.1122840643, output_fired_time: 0.9088972211, propagate_forward_time: 34.4708976746, propagate_backward_time: 56.2779273987, weight_update_time: 0.1150793061, other_time: 2.3063659668
epoch time: 6.2674283981s, input_fired_time: 0.1210176349, output_fired_time: 0.0000000000, propagate_forward_time: 5.7725758553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738350868
validation[          , genome  6922] predictions:    9724/  10000 (97.24%), best:    9749/10000 (97.49%), error:       918.57910, best error:       857.42108 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 102.3038406372s, input_fired_time: 1.1658279896, output_fired_time: 0.9677347541, propagate_forward_time: 37.4478034973, propagate_backward_time: 60.3058013916, weight_update_time: 0.1222607195, other_time: 2.4166755676
epoch time: 8.0518522263s, input_fired_time: 0.1405650377, output_fired_time: 0.0000000000, propagate_forward_time: 7.4755115509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357757568
validation[          , genome  6922] predictions:    9719/  10000 (97.19%), best:    9749/10000 (97.49%), error:       900.30518, best error:       857.42108 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 98.1422882080s, input_fired_time: 1.1379359961, output_fired_time: 0.9330242276, propagate_forward_time: 35.8741455078, propagate_backward_time: 57.8367309570, weight_update_time: 0.1182282120, other_time: 2.3604507446
epoch time: 6.6903157234s, input_fired_time: 0.1250542700, output_fired_time: 0.0000000000, propagate_forward_time: 6.1782217026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3870396614
validation[          , genome  6922] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       792.23944, best error:       792.23944 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 99.2737503052s, input_fired_time: 1.1449773312, output_fired_time: 0.9428590536, propagate_forward_time: 36.2468376160, propagate_backward_time: 58.5603713989, weight_update_time: 0.1194513664, other_time: 2.3787117004
epoch time: 8.6946907043s, input_fired_time: 0.1487202942, output_fired_time: 0.0000000000, propagate_forward_time: 8.0899353027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4560346603
validation[          , genome  6922] predictions:    9710/  10000 (97.10%), best:    9766/10000 (97.66%), error:       927.18756, best error:       792.23944 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 96.9421005249s, input_fired_time: 1.1352214813, output_fired_time: 0.9221283197, propagate_forward_time: 35.3822822571, propagate_backward_time: 57.1616096497, weight_update_time: 0.1172488183, other_time: 2.3408584595
epoch time: 8.2708187103s, input_fired_time: 0.1449032724, output_fired_time: 0.0000000000, propagate_forward_time: 7.6878867149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4380288124
validation[          , genome  6922] predictions:    9734/  10000 (97.34%), best:    9766/10000 (97.66%), error:       936.82605, best error:       792.23944 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 95.6617126465s, input_fired_time: 1.1257895231, output_fired_time: 0.9131516814, propagate_forward_time: 34.8204727173, propagate_backward_time: 56.4882850647, weight_update_time: 0.1159994826, other_time: 2.3140144348
epoch time: 7.6945681572s, input_fired_time: 0.1378990114, output_fired_time: 0.0000000000, propagate_forward_time: 7.1355557442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211134911
validation[          , genome  6922] predictions:    9697/  10000 (96.97%), best:    9766/10000 (97.66%), error:       942.97437, best error:       792.23944 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 97.2128524780s, input_fired_time: 1.1346280575, output_fired_time: 0.9263650775, propagate_forward_time: 35.3306617737, propagate_backward_time: 57.4747200012, weight_update_time: 0.1176332384, other_time: 2.3464736938
epoch time: 7.0713224411s, input_fired_time: 0.1299332231, output_fired_time: 0.0000000000, propagate_forward_time: 6.5410103798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4003787041
validation[          , genome  6922] predictions:    9746/  10000 (97.46%), best:    9766/10000 (97.66%), error:       823.28827, best error:       792.23944 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 95.4046859741s, input_fired_time: 1.1230365038, output_fired_time: 0.9084941149, propagate_forward_time: 34.5900459290, propagate_backward_time: 56.4655570984, weight_update_time: 0.1158545539, other_time: 2.3175506592
epoch time: 6.8230152130s, input_fired_time: 0.1270029843, output_fired_time: 0.0000000000, propagate_forward_time: 6.3029274940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930845261
validation[          , genome  6922] predictions:    9746/  10000 (97.46%), best:    9766/10000 (97.66%), error:       843.20831, best error:       792.23944 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 114.8885269165s, input_fired_time: 1.4202414751, output_fired_time: 0.9716570377, propagate_forward_time: 42.1589813232, propagate_backward_time: 67.6580123901, weight_update_time: 0.3724386394, other_time: 2.6796340942
epoch time: 12.0819110870s, input_fired_time: 0.1540702730, output_fired_time: 0.0000000000, propagate_forward_time: 11.4558744431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719667435
validation[          , genome  6922] predictions:    9728/  10000 (97.28%), best:    9766/10000 (97.66%), error:       892.61224, best error:       792.23944 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 147.6481323242s, input_fired_time: 1.7231267691, output_fired_time: 2.2888264656, propagate_forward_time: 54.4796218872, propagate_backward_time: 86.0941085815, weight_update_time: 0.1301215291, other_time: 3.0624389648
epoch time: 11.6363849640s, input_fired_time: 0.1500438154, output_fired_time: 0.0000000000, propagate_forward_time: 10.7730894089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7132520676
validation[          , genome  6922] predictions:    9753/  10000 (97.53%), best:    9766/10000 (97.66%), error:       813.55951, best error:       792.23944 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 149.0479431152s, input_fired_time: 1.7297496796, output_fired_time: 1.0414315462, propagate_forward_time: 53.8997459412, propagate_backward_time: 89.2915191650, weight_update_time: 0.1316985190, other_time: 3.0854949951
epoch time: 11.0631589890s, input_fired_time: 0.3949748874, output_fired_time: 0.0000000000, propagate_forward_time: 9.7230615616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9451227188
validation[          , genome  6922] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       776.14008, best error:       776.14008 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 147.7561492920s, input_fired_time: 2.4756507874, output_fired_time: 1.2865710258, propagate_forward_time: 53.7685470581, propagate_backward_time: 86.6573333740, weight_update_time: 0.1304748058, other_time: 3.5680465698
epoch time: 12.1521682739s, input_fired_time: 0.1549632102, output_fired_time: 0.0000000000, propagate_forward_time: 11.5251722336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4720325470
validation[          , genome  6922] predictions:    9749/  10000 (97.49%), best:    9767/10000 (97.67%), error:       821.39172, best error:       776.14008 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 147.6771087646s, input_fired_time: 1.4774661064, output_fired_time: 1.0398281813, propagate_forward_time: 54.0674171448, propagate_backward_time: 87.0295944214, weight_update_time: 0.3800507486, other_time: 4.0628128052
epoch time: 11.6037940979s, input_fired_time: 0.3989916444, output_fired_time: 0.0000000000, propagate_forward_time: 10.5014905930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7033119202
validation[          , genome  6922] predictions:    9743/  10000 (97.43%), best:    9767/10000 (97.67%), error:       896.82849, best error:       776.14008 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 150.2374572754s, input_fired_time: 1.2368654013, output_fired_time: 1.3040701151, propagate_forward_time: 55.9598197937, propagate_backward_time: 88.6480941772, weight_update_time: 0.1318024695, other_time: 3.0886001587
epoch time: 12.3357419968s, input_fired_time: 0.4075604975, output_fired_time: 0.0000000000, propagate_forward_time: 11.4495306015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4786510468
validation[          , genome  6922] predictions:    9680/  10000 (96.80%), best:    9767/10000 (97.67%), error:      1039.77405, best error:       776.14008 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 145.3854370117s, input_fired_time: 1.2167385817, output_fired_time: 1.2697380781, propagate_forward_time: 54.2214050293, propagate_backward_time: 84.8872146606, weight_update_time: 0.3789020777, other_time: 3.7903366089
epoch time: 12.1249074936s, input_fired_time: 0.1538639069, output_fired_time: 0.0000000000, propagate_forward_time: 11.4970407486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4740028381
validation[          , genome  6922] predictions:    9739/  10000 (97.39%), best:    9767/10000 (97.67%), error:       808.03082, best error:       776.14008 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 148.2253723145s, input_fired_time: 1.2285043001, output_fired_time: 1.5377590656, propagate_forward_time: 54.8279724121, propagate_backward_time: 87.3128356934, weight_update_time: 0.1306463778, other_time: 3.3182983398
epoch time: 11.4500761032s, input_fired_time: 0.4164855182, output_fired_time: 0.0000000000, propagate_forward_time: 10.3260555267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7075347900
validation[          , genome  6922] predictions:    9769/  10000 (97.69%), best:    9767/10000 (97.67%), error:       787.36346, best error:       776.14008 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 153.8045501709s, input_fired_time: 2.5052175522, output_fired_time: 1.3281981945, propagate_forward_time: 57.0206909180, propagate_backward_time: 89.0740509033, weight_update_time: 0.1341443360, other_time: 3.8763885498
epoch time: 12.4904336929s, input_fired_time: 0.1559938490, output_fired_time: 0.0000000000, propagate_forward_time: 11.8585386276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4759016037
validation[          , genome  6922] predictions:    9764/  10000 (97.64%), best:    9767/10000 (97.67%), error:       776.86835, best error:       776.14008 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 154.9776916504s, input_fired_time: 1.7611763477, output_fired_time: 1.0839323997, propagate_forward_time: 57.7750663757, propagate_backward_time: 90.7079772949, weight_update_time: 0.1354586184, other_time: 3.6495361328
epoch time: 12.0782985687s, input_fired_time: 0.1547702104, output_fired_time: 0.0000000000, propagate_forward_time: 10.4379701614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4855585098
validation[          , genome  6922] predictions:    9690/  10000 (96.90%), best:    9767/10000 (97.67%), error:       957.12720, best error:       776.14008 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 150.6027832031s, input_fired_time: 1.7426950932, output_fired_time: 1.0532412529, propagate_forward_time: 54.9329948425, propagate_backward_time: 89.7559356689, weight_update_time: 0.1324496567, other_time: 3.1179199219
epoch time: 10.1164178848s, input_fired_time: 0.1362893134, output_fired_time: 0.0000000000, propagate_forward_time: 9.3086233139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6715049744
validation[          , genome  6922] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       768.90240, best error:       768.90240 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 106.3607864380s, input_fired_time: 1.1677324772, output_fired_time: 0.9643721581, propagate_forward_time: 38.5296096802, propagate_backward_time: 63.2842674255, weight_update_time: 0.1213472933, other_time: 2.4148063660
epoch time: 8.1459484100s, input_fired_time: 0.1442202330, output_fired_time: 0.0000000000, propagate_forward_time: 7.5663266182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354014397
validation[          , genome  6922] predictions:    9578/  10000 (95.78%), best:    9772/10000 (97.72%), error:      1234.33667, best error:       768.90240 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 100.7800369263s, input_fired_time: 1.1642116308, output_fired_time: 0.9565284848, propagate_forward_time: 36.8885383606, propagate_backward_time: 59.3822250366, weight_update_time: 0.1204508319, other_time: 2.3885307312
epoch time: 8.1121330261s, input_fired_time: 0.1431322545, output_fired_time: 0.0000000000, propagate_forward_time: 7.5331964493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358043671
validation[          , genome  6922] predictions:    9724/  10000 (97.24%), best:    9772/10000 (97.72%), error:       908.26807, best error:       768.90240 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 101.1397094727s, input_fired_time: 1.1659097672, output_fired_time: 0.9601159692, propagate_forward_time: 37.0311775208, propagate_backward_time: 59.5861930847, weight_update_time: 0.1206893846, other_time: 2.3963165283
epoch time: 6.7324724197s, input_fired_time: 0.1283306330, output_fired_time: 0.0000000000, propagate_forward_time: 6.2161231041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880186081
validation[          , genome  6922] predictions:    9723/  10000 (97.23%), best:    9772/10000 (97.72%), error:       883.56989, best error:       768.90240 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 100.6511611938s, input_fired_time: 1.1649523973, output_fired_time: 0.9530782104, propagate_forward_time: 36.8401947021, propagate_backward_time: 59.3108634949, weight_update_time: 0.1194114536, other_time: 2.3820686340
epoch time: 8.4870748520s, input_fired_time: 0.1483184099, output_fired_time: 0.0000000000, propagate_forward_time: 7.8915266991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4472298622
validation[          , genome  6922] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       741.74298, best error:       741.74298 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 99.6728668213s, input_fired_time: 1.1573950052, output_fired_time: 0.9383274317, propagate_forward_time: 36.3766708374, propagate_backward_time: 58.8268508911, weight_update_time: 0.1192460060, other_time: 2.3736267090
epoch time: 8.2765522003s, input_fired_time: 0.1437205374, output_fired_time: 0.0000000000, propagate_forward_time: 7.6943230629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385085106
validation[          , genome  6922] predictions:    9686/  10000 (96.86%), best:    9789/10000 (97.89%), error:      1022.59930, best error:       741.74298 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 98.1886444092s, input_fired_time: 1.1444212198, output_fired_time: 0.9286870360, propagate_forward_time: 35.7649688721, propagate_backward_time: 57.9957122803, weight_update_time: 0.1187612265, other_time: 2.3548507690
epoch time: 6.4080257416s, input_fired_time: 0.1241787523, output_fired_time: 0.0000000000, propagate_forward_time: 5.9047946930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3790521622
validation[          , genome  6922] predictions:    9753/  10000 (97.53%), best:    9789/10000 (97.89%), error:       846.58038, best error:       741.74298 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 95.7633438110s, input_fired_time: 1.1321876049, output_fired_time: 0.9143899679, propagate_forward_time: 34.7826805115, propagate_backward_time: 56.6159324646, weight_update_time: 0.1156917214, other_time: 2.3181533813
epoch time: 7.6444559097s, input_fired_time: 0.1384709477, output_fired_time: 0.0000000000, propagate_forward_time: 7.0878224373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4181623459
validation[          , genome  6922] predictions:    9771/  10000 (97.71%), best:    9789/10000 (97.89%), error:       753.42676, best error:       741.74298 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 101.1708679199s, input_fired_time: 1.1693402529, output_fired_time: 0.9593172073, propagate_forward_time: 36.9799880981, propagate_backward_time: 59.6703186035, weight_update_time: 0.1203730404, other_time: 2.3918991089
epoch time: 6.4642825127s, input_fired_time: 0.1254690588, output_fired_time: 0.0000000000, propagate_forward_time: 5.9573998451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814134598
validation[          , genome  6922] predictions:    9742/  10000 (97.42%), best:    9789/10000 (97.89%), error:       867.06207, best error:       741.74298 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 99.2127532959s, input_fired_time: 1.1567131281, output_fired_time: 0.9401277900, propagate_forward_time: 36.1951599121, propagate_backward_time: 58.5590171814, weight_update_time: 0.1185948178, other_time: 2.3617362976
epoch time: 7.8549518585s, input_fired_time: 0.1423150748, output_fired_time: 0.0000000000, propagate_forward_time: 7.2888665199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4237704277
validation[          , genome  6922] predictions:    9730/  10000 (97.30%), best:    9789/10000 (97.89%), error:       854.24377, best error:       741.74298 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 102.2154388428s, input_fired_time: 1.1781810522, output_fired_time: 0.9622841477, propagate_forward_time: 37.3280296326, propagate_backward_time: 60.3342704773, weight_update_time: 0.1216832325, other_time: 2.4126663208
epoch time: 7.0396947861s, input_fired_time: 0.1316535175, output_fired_time: 0.0000000000, propagate_forward_time: 6.5091214180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3989200592
validation[          , genome  6922] predictions:    9723/  10000 (97.23%), best:    9789/10000 (97.89%), error:       869.34790, best error:       741.74298 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 103.5287017822s, input_fired_time: 1.1813186407, output_fired_time: 0.9738513827, propagate_forward_time: 37.9091987610, propagate_backward_time: 61.0420913696, weight_update_time: 0.1221747473, other_time: 2.4222373962
epoch time: 7.5009894371s, input_fired_time: 0.1370885074, output_fired_time: 0.0000000000, propagate_forward_time: 6.9502778053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4136233330
validation[          , genome  6922] predictions:    9722/  10000 (97.22%), best:    9789/10000 (97.89%), error:       900.14008, best error:       741.74298 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 90.4352798462s, input_fired_time: 1.1024664640, output_fired_time: 0.8648238778, propagate_forward_time: 32.6618003845, propagate_backward_time: 53.5722541809, weight_update_time: 0.1111757979, other_time: 2.2339401245
epoch time: 6.5359125137s, input_fired_time: 0.1249048188, output_fired_time: 0.0000000000, propagate_forward_time: 6.0271902084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838176727
validation[          , genome  6922] predictions:    9741/  10000 (97.41%), best:    9789/10000 (97.89%), error:       812.34570, best error:       741.74298 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 99.9249191284s, input_fired_time: 1.1627272367, output_fired_time: 0.9500883818, propagate_forward_time: 36.5119094849, propagate_backward_time: 58.9251022339, weight_update_time: 0.1194667816, other_time: 2.3750915527
epoch time: 6.1421971321s, input_fired_time: 0.1216412708, output_fired_time: 0.0000000000, propagate_forward_time: 5.6520967484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684592247
validation[          , genome  6922] predictions:    9732/  10000 (97.32%), best:    9789/10000 (97.89%), error:       856.95203, best error:       741.74298 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 93.9323654175s, input_fired_time: 1.1219267845, output_fired_time: 0.8970181942, propagate_forward_time: 34.0429954529, propagate_backward_time: 55.5929908752, weight_update_time: 0.1135285050, other_time: 2.2774353027
epoch time: 6.9170689583s, input_fired_time: 0.1296429336, output_fired_time: 0.0000000000, propagate_forward_time: 6.3942971230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931288719
validation[          , genome  6922] predictions:    9755/  10000 (97.55%), best:    9789/10000 (97.89%), error:       815.81372, best error:       741.74298 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 99.5095214844s, input_fired_time: 1.1577650309, output_fired_time: 0.9421108365, propagate_forward_time: 36.3248672485, propagate_backward_time: 58.7123069763, weight_update_time: 0.1192747653, other_time: 2.3724708557
epoch time: 7.6487493515s, input_fired_time: 0.1374934912, output_fired_time: 0.0000000000, propagate_forward_time: 7.0937881470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4174675941
validation[          , genome  6922] predictions:    9750/  10000 (97.50%), best:    9789/10000 (97.89%), error:       844.33337, best error:       741.74298 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 90.4844741821s, input_fired_time: 1.1047358513, output_fired_time: 0.8673468232, propagate_forward_time: 32.6980705261, propagate_backward_time: 53.5731315613, weight_update_time: 0.1110806242, other_time: 2.2411880493
epoch time: 6.7780995369s, input_fired_time: 0.1301626265, output_fired_time: 0.0000000000, propagate_forward_time: 6.2580409050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3898959160
validation[          , genome  6922] predictions:    9725/  10000 (97.25%), best:    9789/10000 (97.89%), error:       937.91895, best error:       741.74298 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 97.4655532837s, input_fired_time: 1.1510376930, output_fired_time: 0.9299281836, propagate_forward_time: 35.5158996582, propagate_backward_time: 57.5253486633, weight_update_time: 0.1177827716, other_time: 2.3433341980
epoch time: 6.8740386963s, input_fired_time: 0.1294033080, output_fired_time: 0.0000000000, propagate_forward_time: 6.3509259224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937096596
validation[          , genome  6922] predictions:    9745/  10000 (97.45%), best:    9789/10000 (97.89%), error:       870.76575, best error:       741.74298 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 99.2107467651s, input_fired_time: 1.1643780470, output_fired_time: 0.9369797707, propagate_forward_time: 36.3010749817, propagate_backward_time: 58.4305267334, weight_update_time: 0.1194339395, other_time: 2.3777885437
epoch time: 8.2489004135s, input_fired_time: 0.1460634768, output_fired_time: 0.0000000000, propagate_forward_time: 7.6607346535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421019554
validation[          , genome  6922] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       737.57520, best error:       737.57520 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 105.2959213257s, input_fired_time: 1.1987966299, output_fired_time: 0.9939074516, propagate_forward_time: 38.6282005310, propagate_backward_time: 62.0148391724, weight_update_time: 0.1241685003, other_time: 2.4601821899
epoch time: 8.6851158142s, input_fired_time: 0.1520949006, output_fired_time: 0.0000000000, propagate_forward_time: 8.0809640884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4520568848
validation[          , genome  6922] predictions:    9725/  10000 (97.25%), best:    9772/10000 (97.72%), error:       892.00726, best error:       737.57520 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 102.7541732788s, input_fired_time: 1.1863187551, output_fired_time: 0.9704848528, propagate_forward_time: 37.7728652954, propagate_backward_time: 60.3917121887, weight_update_time: 0.1228285506, other_time: 2.4327964783
epoch time: 8.0355825424s, input_fired_time: 0.1446912885, output_fired_time: 0.0000000000, propagate_forward_time: 7.4592232704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316678047
validation[          , genome  6922] predictions:    9781/  10000 (97.81%), best:    9772/10000 (97.72%), error:       739.78546, best error:       737.57520 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 99.4894409180s, input_fired_time: 1.1599082947, output_fired_time: 0.9393425584, propagate_forward_time: 36.2659873962, propagate_backward_time: 58.7449951172, weight_update_time: 0.1197862402, other_time: 2.3791999817
epoch time: 7.9365634918s, input_fired_time: 0.1426642537, output_fired_time: 0.0000000000, propagate_forward_time: 7.3639826775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4299163818
validation[          , genome  6922] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       702.84692, best error:       702.84692 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 102.7393417358s, input_fired_time: 1.1847472191, output_fired_time: 0.9704651237, propagate_forward_time: 37.6627655029, propagate_backward_time: 60.5068702698, weight_update_time: 0.1217912436, other_time: 2.4144935608
epoch time: 6.8097906113s, input_fired_time: 0.1301262379, output_fired_time: 0.0000000000, propagate_forward_time: 6.2890443802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906202316
validation[          , genome  6922] predictions:    9775/  10000 (97.75%), best:    9802/10000 (98.02%), error:       719.88995, best error:       702.84692 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 101.8681564331s, input_fired_time: 1.1791429520, output_fired_time: 0.9667904973, propagate_forward_time: 37.3342437744, propagate_backward_time: 59.9844589233, weight_update_time: 0.1210714281, other_time: 2.4035186768
epoch time: 7.1124248505s, input_fired_time: 0.1342545450, output_fired_time: 0.0000000000, propagate_forward_time: 6.5789747238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3991956711
validation[          , genome  6922] predictions:    9770/  10000 (97.70%), best:    9802/10000 (98.02%), error:       804.44543, best error:       702.84692 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 95.5476608276s, input_fired_time: 1.1375211477, output_fired_time: 0.9089034796, propagate_forward_time: 34.6778221130, propagate_backward_time: 56.5160789490, weight_update_time: 0.1151736304, other_time: 2.3073348999
epoch time: 7.1000719070s, input_fired_time: 0.1326867938, output_fired_time: 0.0000000000, propagate_forward_time: 6.5691313744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3982539177
validation[          , genome  6922] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       682.92267, best error:       682.92267 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 101.9964752197s, input_fired_time: 1.1804801226, output_fired_time: 0.9652830362, propagate_forward_time: 37.3079147339, propagate_backward_time: 60.1335716248, weight_update_time: 0.1219463795, other_time: 2.4092216492
epoch time: 9.3086767197s, input_fired_time: 0.1589922011, output_fired_time: 0.0000000000, propagate_forward_time: 8.6753711700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4743137360
validation[          , genome  6922] predictions:    9748/  10000 (97.48%), best:    9802/10000 (98.02%), error:       863.50421, best error:       682.92267 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 98.8698348999s, input_fired_time: 1.1583590508, output_fired_time: 0.9405407310, propagate_forward_time: 36.0307655334, propagate_backward_time: 58.3834877014, weight_update_time: 0.1184104681, other_time: 2.3566818237
epoch time: 8.5087156296s, input_fired_time: 0.1497530043, output_fired_time: 0.0000000000, propagate_forward_time: 7.9130339622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459290504
validation[          , genome  6922] predictions:    9737/  10000 (97.37%), best:    9802/10000 (98.02%), error:       805.53534, best error:       682.92267 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 98.9530181885s, input_fired_time: 1.1617321968, output_fired_time: 0.9400427938, propagate_forward_time: 36.1117401123, propagate_backward_time: 58.3804054260, weight_update_time: 0.1185312793, other_time: 2.3590965271
epoch time: 6.9246859550s, input_fired_time: 0.1325649172, output_fired_time: 0.0000000000, propagate_forward_time: 6.3978056908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943152428
validation[          , genome  6922] predictions:    9695/  10000 (96.95%), best:    9802/10000 (98.02%), error:       937.68463, best error:       682.92267 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 95.3606262207s, input_fired_time: 1.1382308006, output_fired_time: 0.9107279778, propagate_forward_time: 34.5952758789, propagate_backward_time: 56.4147758484, weight_update_time: 0.1150317565, other_time: 2.3016166687
epoch time: 6.6122403145s, input_fired_time: 0.1282671392, output_fired_time: 0.0000000000, propagate_forward_time: 6.1003603935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836126328
validation[          , genome  6922] predictions:    9701/  10000 (97.01%), best:    9802/10000 (98.02%), error:       957.40656, best error:       682.92267 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 100.4437561035s, input_fired_time: 1.1711250544, output_fired_time: 0.9508972764, propagate_forward_time: 36.6981048584, propagate_backward_time: 59.2413558960, weight_update_time: 0.1199173257, other_time: 2.3822708130
epoch time: 7.8152418137s, input_fired_time: 0.1413376778, output_fired_time: 0.0000000000, propagate_forward_time: 7.2515368462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223670959
validation[          , genome  6922] predictions:    9701/  10000 (97.01%), best:    9802/10000 (98.02%), error:       965.17346, best error:       682.92267 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 94.8190841675s, input_fired_time: 1.1362459660, output_fired_time: 0.9028114676, propagate_forward_time: 34.4922752380, propagate_backward_time: 55.9941024780, weight_update_time: 0.1147865951, other_time: 2.2936515808
epoch time: 7.5278768539s, input_fired_time: 0.1383214146, output_fired_time: 0.0000000000, propagate_forward_time: 6.9763212204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4132342339
validation[          , genome  6922] predictions:    9748/  10000 (97.48%), best:    9802/10000 (98.02%), error:       804.44849, best error:       682.92267 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 140.8777160645s, input_fired_time: 1.4872020483, output_fired_time: 1.2833672762, propagate_forward_time: 53.7045211792, propagate_backward_time: 81.3439025879, weight_update_time: 0.1299904585, other_time: 3.0587234497
epoch time: 12.9635925293s, input_fired_time: 0.1640113592, output_fired_time: 0.0000000000, propagate_forward_time: 12.3069734573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4926080704
validation[          , genome  6922] predictions:    9772/  10000 (97.72%), best:    9802/10000 (98.02%), error:       727.47284, best error:       682.92267 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 148.9417114258s, input_fired_time: 1.7449464798, output_fired_time: 1.0482831001, propagate_forward_time: 55.2962036133, propagate_backward_time: 87.5279312134, weight_update_time: 0.1309402287, other_time: 3.3243484497
epoch time: 10.6902685165s, input_fired_time: 0.3940128684, output_fired_time: 0.0000000000, propagate_forward_time: 9.8640623093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4321937561
validation[          , genome  6922] predictions:    9768/  10000 (97.68%), best:    9802/10000 (98.02%), error:       770.81207, best error:       682.92267 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 137.1353149414s, input_fired_time: 1.9364094734, output_fired_time: 1.2274603844, propagate_forward_time: 50.2165412903, propagate_backward_time: 80.5644683838, weight_update_time: 0.3724900186, other_time: 3.1904296875
epoch time: 9.7656993866s, input_fired_time: 0.1349682510, output_fired_time: 0.0000000000, propagate_forward_time: 8.9712228775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6595087051
validation[          , genome  6922] predictions:    9781/  10000 (97.81%), best:    9802/10000 (98.02%), error:       712.92615, best error:       682.92267 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 139.0920257568s, input_fired_time: 1.4467589855, output_fired_time: 0.9839152098, propagate_forward_time: 50.5178909302, propagate_backward_time: 83.1775894165, weight_update_time: 0.1242329180, other_time: 2.9658660889
epoch time: 13.5160388947s, input_fired_time: 0.1705118865, output_fired_time: 0.0000000000, propagate_forward_time: 12.8342723846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5112543106
validation[          , genome  6922] predictions:    9776/  10000 (97.76%), best:    9802/10000 (98.02%), error:       804.00745, best error:       682.92267 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 138.7819061279s, input_fired_time: 1.1982086897, output_fired_time: 1.2316473722, propagate_forward_time: 51.7836761475, propagate_backward_time: 80.8550262451, weight_update_time: 0.1242636964, other_time: 3.7133483887
epoch time: 9.2057275772s, input_fired_time: 0.1317831129, output_fired_time: 0.0000000000, propagate_forward_time: 8.6729431152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010009766
validation[          , genome  6922] predictions:    9754/  10000 (97.54%), best:    9802/10000 (98.02%), error:       807.46246, best error:       682.92267 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 104.5404357910s, input_fired_time: 1.1284651756, output_fired_time: 0.8922510743, propagate_forward_time: 38.2274932861, propagate_backward_time: 61.7599945068, weight_update_time: 0.1135556996, other_time: 2.5322341919
epoch time: 7.3852262497s, input_fired_time: 0.1384141147, output_fired_time: 0.0000000000, propagate_forward_time: 6.8397097588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4071025848
validation[          , genome  6922] predictions:    9740/  10000 (97.40%), best:    9802/10000 (98.02%), error:       930.65741, best error:       682.92267 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 93.4715576172s, input_fired_time: 1.1405398846, output_fired_time: 0.8950070739, propagate_forward_time: 33.8442878723, propagate_backward_time: 55.3182144165, weight_update_time: 0.1135571599, other_time: 2.2735099792
epoch time: 6.4739346504s, input_fired_time: 0.1276430339, output_fired_time: 0.0000000000, propagate_forward_time: 5.9701228142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761687279
validation[          , genome  6922] predictions:    9775/  10000 (97.75%), best:    9802/10000 (98.02%), error:       743.24579, best error:       682.92267 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 92.8775253296s, input_fired_time: 1.1312243938, output_fired_time: 0.8841556907, propagate_forward_time: 33.5825386047, propagate_backward_time: 55.0161170959, weight_update_time: 0.1127062440, other_time: 2.2634887695
epoch time: 7.3747124672s, input_fired_time: 0.1381033212, output_fired_time: 0.0000000000, propagate_forward_time: 6.8284969330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4081120491
validation[          , genome  6922] predictions:    9765/  10000 (97.65%), best:    9802/10000 (98.02%), error:       794.24365, best error:       682.92267 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 95.4607086182s, input_fired_time: 1.1473690271, output_fired_time: 0.9100214243, propagate_forward_time: 34.7047309875, propagate_backward_time: 56.3896827698, weight_update_time: 0.1157485545, other_time: 2.3089065552
epoch time: 6.0693440437s, input_fired_time: 0.1225971803, output_fired_time: 0.0000000000, propagate_forward_time: 5.5807580948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659887314
validation[          , genome  6922] predictions:    9748/  10000 (97.48%), best:    9802/10000 (98.02%), error:       827.07892, best error:       682.92267 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 93.5157241821s, input_fired_time: 1.1299099922, output_fired_time: 0.8969929814, propagate_forward_time: 33.8581352234, propagate_backward_time: 55.3559036255, weight_update_time: 0.1135453954, other_time: 2.2747764587
epoch time: 6.3771533966s, input_fired_time: 0.1263773143, output_fired_time: 0.0000000000, propagate_forward_time: 5.8754568100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753194809
validation[          , genome  6922] predictions:    9776/  10000 (97.76%), best:    9802/10000 (98.02%), error:       777.33868, best error:       682.92267 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 91.6031188965s, input_fired_time: 1.1197633743, output_fired_time: 0.8781272769, propagate_forward_time: 33.0920944214, propagate_backward_time: 54.2661399841, weight_update_time: 0.1116269082, other_time: 2.2469902039
epoch time: 8.4979629517s, input_fired_time: 0.1502036005, output_fired_time: 0.0000000000, propagate_forward_time: 7.9010720253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466872215
validation[          , genome  6922] predictions:    9680/  10000 (96.80%), best:    9802/10000 (98.02%), error:      1002.45850, best error:       682.92267 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 96.0691146851s, input_fired_time: 1.1440886259, output_fired_time: 0.9150452018, propagate_forward_time: 34.9369316101, propagate_backward_time: 56.7562675476, weight_update_time: 0.1157659814, other_time: 2.3167800903
epoch time: 6.3049249649s, input_fired_time: 0.1237328351, output_fired_time: 0.0000000000, propagate_forward_time: 5.8080658913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731260300
validation[          , genome  6922] predictions:    9745/  10000 (97.45%), best:    9802/10000 (98.02%), error:       838.36737, best error:       682.92267 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 95.7673263550s, input_fired_time: 1.1430149078, output_fired_time: 0.9139316678, propagate_forward_time: 34.7756309509, propagate_backward_time: 56.6203117371, weight_update_time: 0.1158877909, other_time: 2.3144378662
epoch time: 7.3007650375s, input_fired_time: 0.1370255500, output_fired_time: 0.0000000000, propagate_forward_time: 6.7570838928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4066557884
validation[          , genome  6922] predictions:    9740/  10000 (97.40%), best:    9802/10000 (98.02%), error:       875.17523, best error:       682.92267 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 92.4550933838s, input_fired_time: 1.1248277426, output_fired_time: 0.8834580183, propagate_forward_time: 33.4387550354, propagate_backward_time: 54.7464714050, weight_update_time: 0.1124343649, other_time: 2.2615814209
epoch time: 6.3476347923s, input_fired_time: 0.1252278239, output_fired_time: 0.0000000000, propagate_forward_time: 5.8478393555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745675087
validation[          , genome  6922] predictions:    9744/  10000 (97.44%), best:    9802/10000 (98.02%), error:       852.53473, best error:       682.92267 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 96.2887878418s, input_fired_time: 1.1501774788, output_fired_time: 0.9134279490, propagate_forward_time: 35.0101242065, propagate_backward_time: 56.8911361694, weight_update_time: 0.1160880849, other_time: 2.3239212036
epoch time: 6.3789105415s, input_fired_time: 0.1264065206, output_fired_time: 0.0000000000, propagate_forward_time: 5.8741278648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783760071
validation[          , genome  6922] predictions:    9770/  10000 (97.70%), best:    9802/10000 (98.02%), error:       781.25604, best error:       682.92267 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 97.4278259277s, input_fired_time: 1.1577154398, output_fired_time: 0.9290976524, propagate_forward_time: 35.4822807312, propagate_backward_time: 57.5219116211, weight_update_time: 0.1171335578, other_time: 2.3368186951
epoch time: 7.6045303345s, input_fired_time: 0.1401420981, output_fired_time: 0.0000000000, propagate_forward_time: 7.0465173721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178709984
validation[          , genome  6922] predictions:    9747/  10000 (97.47%), best:    9802/10000 (98.02%), error:       797.94232, best error:       682.92267 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 99.5078887939s, input_fired_time: 1.1688141823, output_fired_time: 0.9419063330, propagate_forward_time: 36.3276748657, propagate_backward_time: 58.6960372925, weight_update_time: 0.1195230186, other_time: 2.3734512329
epoch time: 7.8475160599s, input_fired_time: 0.1426105201, output_fired_time: 0.0000000000, propagate_forward_time: 7.2817506790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4231548309
validation[          , genome  6922] predictions:    9761/  10000 (97.61%), best:    9802/10000 (98.02%), error:       771.98297, best error:       682.92267 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 99.1704940796s, input_fired_time: 1.1672004461, output_fired_time: 0.9457459450, propagate_forward_time: 36.2234420776, propagate_backward_time: 58.4782142639, weight_update_time: 0.1186577454, other_time: 2.3558921814
epoch time: 6.9567666054s, input_fired_time: 0.1326601654, output_fired_time: 0.0000000000, propagate_forward_time: 6.4297008514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3944053650
validation[          , genome  6922] predictions:    9768/  10000 (97.68%), best:    9802/10000 (98.02%), error:       793.41425, best error:       682.92267 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 96.1961746216s, input_fired_time: 1.1507152319, output_fired_time: 0.9145798683, propagate_forward_time: 34.9623069763, propagate_backward_time: 56.8510360718, weight_update_time: 0.1163502038, other_time: 2.3175315857
epoch time: 7.6828126907s, input_fired_time: 0.1415690929, output_fired_time: 0.0000000000, propagate_forward_time: 7.1223053932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189381599
validation[          , genome  6922] predictions:    9738/  10000 (97.38%), best:    9802/10000 (98.02%), error:       869.08142, best error:       682.92267 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 101.3067855835s, input_fired_time: 1.1818388700, output_fired_time: 0.9551004767, propagate_forward_time: 37.0505676270, propagate_backward_time: 59.7189979553, weight_update_time: 0.1211773530, other_time: 2.4002799988
epoch time: 8.1584348679s, input_fired_time: 0.1469098330, output_fired_time: 0.0000000000, propagate_forward_time: 7.5788664818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4326586723
validation[          , genome  6922] predictions:    9726/  10000 (97.26%), best:    9802/10000 (98.02%), error:       834.58051, best error:       682.92267 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 104.4031982422s, input_fired_time: 1.2031538486, output_fired_time: 0.9859310985, propagate_forward_time: 38.3633193970, propagate_backward_time: 61.4164161682, weight_update_time: 0.1229755282, other_time: 2.4343757629
epoch time: 7.4799604416s, input_fired_time: 0.1390710175, output_fired_time: 0.0000000000, propagate_forward_time: 6.9300780296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4108114243
validation[          , genome  6922] predictions:    9769/  10000 (97.69%), best:    9802/10000 (98.02%), error:       761.65570, best error:       682.92267 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 103.1697463989s, input_fired_time: 1.1954485178, output_fired_time: 0.9765933156, propagate_forward_time: 37.8128509521, propagate_backward_time: 60.7744636536, weight_update_time: 0.1215398535, other_time: 2.4103889465
epoch time: 8.4182653427s, input_fired_time: 0.1498718113, output_fired_time: 0.0000000000, propagate_forward_time: 7.8230910301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4453024864
validation[          , genome  6922] predictions:    9744/  10000 (97.44%), best:    9802/10000 (98.02%), error:       875.56659, best error:       682.92267 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 101.8047409058s, input_fired_time: 1.1838834286, output_fired_time: 0.9599349499, propagate_forward_time: 37.1775207520, propagate_backward_time: 60.0920333862, weight_update_time: 0.1205726415, other_time: 2.3913650513
epoch time: 7.0644912720s, input_fired_time: 0.1342105418, output_fired_time: 0.0000000000, propagate_forward_time: 6.5315771103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3987035751
validation[          , genome  6922] predictions:    9782/  10000 (97.82%), best:    9802/10000 (98.02%), error:       723.05817, best error:       682.92267 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 111.0188293457s, input_fired_time: 1.2156844139, output_fired_time: 1.0022870302, propagate_forward_time: 41.1557731628, propagate_backward_time: 64.9231262207, weight_update_time: 0.1255406290, other_time: 2.7219543457
epoch time: 12.4543819427s, input_fired_time: 0.1631758511, output_fired_time: 0.0000000000, propagate_forward_time: 11.8061838150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850225449
validation[          , genome  6922] predictions:    9747/  10000 (97.47%), best:    9802/10000 (98.02%), error:       821.72467, best error:       682.92267 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 150.6688385010s, input_fired_time: 1.5132026672, output_fired_time: 1.5536110401, propagate_forward_time: 56.2630615234, propagate_backward_time: 88.2400360107, weight_update_time: 0.1322033703, other_time: 3.0989379883
epoch time: 12.7262592316s, input_fired_time: 0.1629325897, output_fired_time: 0.0000000000, propagate_forward_time: 12.0807342529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4825925827
validation[          , genome  6922] predictions:    9747/  10000 (97.47%), best:    9802/10000 (98.02%), error:       875.38873, best error:       682.92267 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 156.5289306641s, input_fired_time: 2.0425698757, output_fired_time: 1.0907728672, propagate_forward_time: 57.4242858887, propagate_backward_time: 92.2996139526, weight_update_time: 0.1367888451, other_time: 3.6716842651
epoch time: 12.6882343292s, input_fired_time: 0.1627595574, output_fired_time: 0.0000000000, propagate_forward_time: 11.5390062332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9864683151
validation[          , genome  6922] predictions:    9745/  10000 (97.45%), best:    9802/10000 (98.02%), error:       815.79279, best error:       682.92267 on epoch:    62, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 157.3578643799s, input_fired_time: 1.7977221012, output_fired_time: 1.0992655754, propagate_forward_time: 58.7276802063, propagate_backward_time: 92.8082885742, weight_update_time: 0.1371232569, other_time: 2.9249114990
epoch time: 12.9400405884s, input_fired_time: 0.1647897065, output_fired_time: 0.0000000000, propagate_forward_time: 12.0184345245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7568159103
validation[          , genome  6922] predictions:    9770/  10000 (97.70%), best:    9802/10000 (98.02%), error:       752.95007, best error:       682.92267 on epoch:    62, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 162.7712707520s, input_fired_time: 1.8238550425, output_fired_time: 1.3825743198, propagate_forward_time: 58.9100875854, propagate_backward_time: 97.4087600708, weight_update_time: 0.1410563886, other_time: 3.2460021973
epoch time: 12.9776096344s, input_fired_time: 0.4162831306, output_fired_time: 0.0000000000, propagate_forward_time: 11.8182535172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7430734634
validation[          , genome  6922] predictions:    9769/  10000 (97.69%), best:    9802/10000 (98.02%), error:       756.98193, best error:       682.92267 on epoch:    62, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 163.0930938721s, input_fired_time: 1.3230022192, output_fired_time: 1.8907792568, propagate_forward_time: 61.3082504272, propagate_backward_time: 95.0853881836, weight_update_time: 0.1409626752, other_time: 3.4856796265
epoch time: 13.1094942093s, input_fired_time: 0.1680788100, output_fired_time: 0.0000000000, propagate_forward_time: 12.1949157715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7465000153
validation[          , genome  6922] predictions:    9788/  10000 (97.88%), best:    9802/10000 (98.02%), error:       704.49536, best error:       682.92267 on epoch:    62, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 161.6656494141s, input_fired_time: 1.5672259331, output_fired_time: 1.6492451429, propagate_forward_time: 58.2599143982, propagate_backward_time: 96.9730911255, weight_update_time: 0.1392910182, other_time: 3.2161636353
epoch time: 14.4592332840s, input_fired_time: 0.1775939614, output_fired_time: 0.0000000000, propagate_forward_time: 13.7552022934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5264368057
validation[          , genome  6922] predictions:    9764/  10000 (97.64%), best:    9802/10000 (98.02%), error:       781.11365, best error:       682.92267 on epoch:    62, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 162.2964630127s, input_fired_time: 1.8205792904, output_fired_time: 1.8791528940, propagate_forward_time: 58.9997787476, propagate_backward_time: 95.8646774292, weight_update_time: 0.1405638605, other_time: 3.7322845459
epoch time: 12.9917640686s, input_fired_time: 0.1662319899, output_fired_time: 0.0000000000, propagate_forward_time: 11.8290834427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9964485168
validation[          , genome  6922] predictions:    9778/  10000 (97.78%), best:    9802/10000 (98.02%), error:       746.39606, best error:       682.92267 on epoch:    62, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 161.7701416016s, input_fired_time: 1.8205516338, output_fired_time: 1.3752746582, propagate_forward_time: 62.5658683777, propagate_backward_time: 92.2669143677, weight_update_time: 0.3898929358, other_time: 3.7415237427
epoch time: 12.3306579590s, input_fired_time: 0.4113109708, output_fired_time: 0.0000000000, propagate_forward_time: 11.1878194809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7315273285
validation[          , genome  6922] predictions:    9745/  10000 (97.45%), best:    9802/10000 (98.02%), error:       846.06403, best error:       682.92267 on epoch:    62, 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: 61.3688697815s, input_fired_time: 1.0423072577, output_fired_time: 0.0000000000, propagate_forward_time: 56.8646736145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4618873596
best training[          , genome  6922] predictions:   49644/  50000 (99.29%), best:    9802/10000 (98.02%), error:      1439.52380, best error:       682.92267 on epoch:    62, 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: 12.7796583176s, input_fired_time: 0.1603152156, output_fired_time: 0.0000000000, propagate_forward_time: 12.1353998184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4839429855
   testing[          , genome  6922] predictions:    9801/  10000 (98.01%), best:    9802/10000 (98.02%), error:       668.72461, best error:       682.92267 on epoch:    62, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:57:40 (492): called boinc_finish(0)

</stderr_txt>
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