Nameexact_genome_1512568488_41_6007_1
Workunit2601319
Created7 Dec 2017, 17:34:17 UTC
Sent7 Dec 2017, 17:37:58 UTC
Report deadline14 Dec 2017, 8:38:39 UTC
Received8 Dec 2017, 10:15:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time3 hours 42 min 33 sec
CPU time3 hours 35 min 2 sec
Validate stateValid
Credit1,656.37
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.13 MB
Peak swap size157.44 MB
Peak disk usage1.68 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
 0.0000000000, other_time: 0.5450210571
validation[          , genome  6007] predictions:    9637/  10000 (96.37%), best:    9672/10000 (96.72%), error:      1160.00928, best error:      1148.89136 on epoch:     4, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 131.1644439697s, input_fired_time: 1.3786653280, output_fired_time: 1.2383719683, propagate_forward_time: 49.1636199951, propagate_backward_time: 76.0250473022, weight_update_time: 0.1527575403, other_time: 3.3587417603
epoch time: 9.5141515732s, input_fired_time: 0.1621931493, output_fired_time: 0.0000000000, propagate_forward_time: 8.7903985977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5615596771
validation[          , genome  6007] predictions:    9624/  10000 (96.24%), best:    9672/10000 (96.72%), error:      1287.54663, best error:      1148.89136 on epoch:     4, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 128.6823272705s, input_fired_time: 1.2921073437, output_fired_time: 1.1883103848, propagate_forward_time: 47.2874946594, propagate_backward_time: 75.4645767212, weight_update_time: 0.1497358829, other_time: 3.4498367310
epoch time: 9.2535409927s, input_fired_time: 0.1619844735, output_fired_time: 0.0000000000, propagate_forward_time: 8.5407629013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507936478
validation[          , genome  6007] predictions:    9667/  10000 (96.67%), best:    9667/10000 (96.67%), error:      1098.11096, best error:      1098.11096 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 124.3384475708s, input_fired_time: 1.2953057289, output_fired_time: 1.1425487995, propagate_forward_time: 46.1845703125, propagate_backward_time: 72.5466842651, weight_update_time: 0.1445146650, other_time: 3.1693420410
epoch time: 10.9724855423s, input_fired_time: 0.1724029779, output_fired_time: 0.0000000000, propagate_forward_time: 10.2147731781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5853090286
validation[          , genome  6007] predictions:    9589/  10000 (95.89%), best:    9667/10000 (96.67%), error:      1324.72668, best error:      1098.11096 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 129.8930206299s, input_fired_time: 1.3546904325, output_fired_time: 1.1861044168, propagate_forward_time: 46.1334991455, propagate_backward_time: 77.8658218384, weight_update_time: 0.1449921280, other_time: 3.3529052734
epoch time: 10.5477437973s, input_fired_time: 0.1645061672, output_fired_time: 0.0000000000, propagate_forward_time: 9.8264141083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5568237305
validation[          , genome  6007] predictions:    9615/  10000 (96.15%), best:    9667/10000 (96.67%), error:      1246.97363, best error:      1098.11096 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 127.8707122803s, input_fired_time: 1.3376414776, output_fired_time: 2.1733548641, propagate_forward_time: 46.7329292297, propagate_backward_time: 74.4508056641, weight_update_time: 0.1523613036, other_time: 3.1759796143
epoch time: 10.6329889297s, input_fired_time: 0.1667722017, output_fired_time: 0.0000000000, propagate_forward_time: 9.9014539719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5647630692
validation[          , genome  6007] predictions:    9628/  10000 (96.28%), best:    9667/10000 (96.67%), error:      1272.43567, best error:      1098.11096 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 134.9501190186s, input_fired_time: 1.4101176262, output_fired_time: 1.2025996447, propagate_forward_time: 51.9237403870, propagate_backward_time: 76.9839553833, weight_update_time: 0.1609463245, other_time: 3.4297103882
epoch time: 9.3781738281s, input_fired_time: 0.1641484201, output_fired_time: 0.0000000000, propagate_forward_time: 8.6533775330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5606479645
validation[          , genome  6007] predictions:    9678/  10000 (96.78%), best:    9678/10000 (96.78%), error:      1071.17773, best error:      1071.17773 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 128.7879028320s, input_fired_time: 1.3180931807, output_fired_time: 1.1779364347, propagate_forward_time: 50.5715522766, propagate_backward_time: 71.5221328735, weight_update_time: 1.1527615786, other_time: 4.1981887817
epoch time: 9.5185508728s, input_fired_time: 0.1624810100, output_fired_time: 0.0000000000, propagate_forward_time: 8.7925844193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5634851456
validation[          , genome  6007] predictions:    9639/  10000 (96.39%), best:    9678/10000 (96.78%), error:      1224.99902, best error:      1071.17773 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 142.7481994629s, input_fired_time: 2.4769985676, output_fired_time: 1.2770539522, propagate_forward_time: 51.4857635498, propagate_backward_time: 83.9328384399, weight_update_time: 0.1530953795, other_time: 3.5755386353
epoch time: 10.6660270691s, input_fired_time: 0.1681806147, output_fired_time: 0.0000000000, propagate_forward_time: 9.9331207275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5647258759
validation[          , genome  6007] predictions:    9671/  10000 (96.71%), best:    9678/10000 (96.78%), error:      1089.69019, best error:      1071.17773 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 138.7383575439s, input_fired_time: 1.4299571514, output_fired_time: 1.2705619335, propagate_forward_time: 52.5011253357, propagate_backward_time: 79.9421768188, weight_update_time: 0.1594731510, other_time: 3.5945205688
epoch time: 9.2561740875s, input_fired_time: 0.1619879007, output_fired_time: 0.0000000000, propagate_forward_time: 8.5502843857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5439014435
validation[          , genome  6007] predictions:    9632/  10000 (96.32%), best:    9678/10000 (96.78%), error:      1216.24451, best error:      1071.17773 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 123.6306610107s, input_fired_time: 1.2913503647, output_fired_time: 1.1355521679, propagate_forward_time: 44.9167785645, propagate_backward_time: 73.1374130249, weight_update_time: 0.1440752745, other_time: 3.1495666504
epoch time: 10.7428112030s, input_fired_time: 1.1773836613, output_fired_time: 0.0000000000, propagate_forward_time: 9.0044536591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5609741211
validation[          , genome  6007] predictions:    9684/  10000 (96.84%), best:    9678/10000 (96.78%), error:      1088.25977, best error:      1071.17773 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 123.5987777710s, input_fired_time: 1.2895059586, output_fired_time: 1.1387801170, propagate_forward_time: 45.8158378601, propagate_backward_time: 72.2177658081, weight_update_time: 0.1443528682, other_time: 3.1368942261
epoch time: 10.7094039917s, input_fired_time: 0.1681171060, output_fired_time: 0.0000000000, propagate_forward_time: 9.9607295990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5805568695
validation[          , genome  6007] predictions:    9536/  10000 (95.36%), best:    9678/10000 (96.78%), error:      1529.72192, best error:      1071.17773 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 134.3413543701s, input_fired_time: 1.4227091074, output_fired_time: 1.2857949734, propagate_forward_time: 50.6768760681, propagate_backward_time: 77.6224746704, weight_update_time: 0.1596554667, other_time: 3.3334884644
epoch time: 10.6828775406s, input_fired_time: 0.1670800894, output_fired_time: 0.0000000000, propagate_forward_time: 9.9527091980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5630884171
validation[          , genome  6007] predictions:    9655/  10000 (96.55%), best:    9678/10000 (96.78%), error:      1146.24048, best error:      1071.17773 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 123.2639312744s, input_fired_time: 1.2896441221, output_fired_time: 2.1372468472, propagate_forward_time: 45.8230514526, propagate_backward_time: 70.9001312256, weight_update_time: 0.1440816969, other_time: 3.1138610840
epoch time: 10.8044977188s, input_fired_time: 0.1696922034, output_fired_time: 0.0000000000, propagate_forward_time: 10.0631761551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5716295242
validation[          , genome  6007] predictions:    9670/  10000 (96.70%), best:    9670/10000 (96.70%), error:      1068.60718, best error:      1068.60718 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 124.3587875366s, input_fired_time: 1.3016425371, output_fired_time: 1.1394901276, propagate_forward_time: 47.0356445313, propagate_backward_time: 71.7013092041, weight_update_time: 0.1448419541, other_time: 3.1807022095
epoch time: 9.3547840118s, input_fired_time: 0.1616184115, output_fired_time: 0.0000000000, propagate_forward_time: 8.6446819305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5484838486
validation[          , genome  6007] predictions:    9613/  10000 (96.13%), best:    9670/10000 (96.70%), error:      1244.19336, best error:      1068.60718 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 125.0238800049s, input_fired_time: 1.3001136780, output_fired_time: 2.1475589275, propagate_forward_time: 47.0510139465, propagate_backward_time: 70.3096313477, weight_update_time: 0.1442624182, other_time: 4.2155609131
epoch time: 9.3493528366s, input_fired_time: 0.1633058935, output_fired_time: 0.0000000000, propagate_forward_time: 8.6428995132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5431470871
validation[          , genome  6007] predictions:    9679/  10000 (96.79%), best:    9670/10000 (96.70%), error:      1090.10645, best error:      1068.60718 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 124.5002593994s, input_fired_time: 1.3076363802, output_fired_time: 1.1409510374, propagate_forward_time: 46.2964210510, propagate_backward_time: 72.5961608887, weight_update_time: 0.1453121752, other_time: 3.1590881348
epoch time: 10.6133871078s, input_fired_time: 0.1667839438, output_fired_time: 0.0000000000, propagate_forward_time: 8.8800096512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5665931702
validation[          , genome  6007] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:      1045.54468, best error:      1045.54468 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 126.3045120239s, input_fired_time: 1.3345857859, output_fired_time: 1.1550430059, propagate_forward_time: 45.8608207703, propagate_backward_time: 73.8410415649, weight_update_time: 0.1435004771, other_time: 4.1130142212
epoch time: 10.6919603348s, input_fired_time: 0.1692474335, output_fired_time: 0.0000000000, propagate_forward_time: 9.8997573853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6229553223
validation[          , genome  6007] predictions:    9652/  10000 (96.52%), best:    9700/10000 (97.00%), error:      1110.82617, best error:      1045.54468 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 123.5528106689s, input_fired_time: 1.2987060547, output_fired_time: 1.1355237961, propagate_forward_time: 45.9227752686, propagate_backward_time: 72.0691146851, weight_update_time: 0.1431393474, other_time: 3.1266937256
epoch time: 9.3789777756s, input_fired_time: 0.1644606590, output_fired_time: 0.0000000000, propagate_forward_time: 8.6592988968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5552186966
validation[          , genome  6007] predictions:    9674/  10000 (96.74%), best:    9700/10000 (97.00%), error:      1069.82361, best error:      1045.54468 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 124.6810302734s, input_fired_time: 1.3003183603, output_fired_time: 1.1367105246, propagate_forward_time: 45.0081024170, propagate_backward_time: 74.0846099854, weight_update_time: 0.1451512873, other_time: 3.1512908936
epoch time: 9.4165010452s, input_fired_time: 0.1641049832, output_fired_time: 0.0000000000, propagate_forward_time: 8.7001152039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5522804260
validation[          , genome  6007] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:      1041.24280, best error:      1041.24280 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 131.8456115723s, input_fired_time: 1.3882019520, output_fired_time: 1.1807764769, propagate_forward_time: 47.5818214417, propagate_backward_time: 78.4362792969, weight_update_time: 0.1454993933, other_time: 3.2585449219
epoch time: 9.3797464371s, input_fired_time: 0.1639983952, output_fired_time: 0.0000000000, propagate_forward_time: 8.6684827805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5472650528
validation[          , genome  6007] predictions:    9637/  10000 (96.37%), best:    9706/10000 (97.06%), error:      1230.13196, best error:      1041.24280 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 123.5611114502s, input_fired_time: 1.3044745922, output_fired_time: 1.1415503025, propagate_forward_time: 47.7402381897, propagate_backward_time: 70.2494812012, weight_update_time: 0.1442175657, other_time: 3.1253662109
epoch time: 10.7624931335s, input_fired_time: 0.1740533561, output_fired_time: 0.0000000000, propagate_forward_time: 10.0097074509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5787324905
validation[          , genome  6007] predictions:    9634/  10000 (96.34%), best:    9706/10000 (97.06%), error:      1188.83069, best error:      1041.24280 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 147.9156188965s, input_fired_time: 1.5421057940, output_fired_time: 1.3141338825, propagate_forward_time: 53.8713989258, propagate_backward_time: 87.4946823120, weight_update_time: 0.1759041995, other_time: 3.6933059692
epoch time: 10.6550111771s, input_fired_time: 0.1686874181, output_fired_time: 0.0000000000, propagate_forward_time: 9.9224491119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5638742447
validation[          , genome  6007] predictions:    9668/  10000 (96.68%), best:    9706/10000 (97.06%), error:      1090.80920, best error:      1041.24280 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 124.0411682129s, input_fired_time: 1.3015123606, output_fired_time: 1.1370753050, propagate_forward_time: 48.0981369019, propagate_backward_time: 70.3665542603, weight_update_time: 0.1451538801, other_time: 3.1378860474
epoch time: 10.7427711487s, input_fired_time: 0.1678190529, output_fired_time: 0.0000000000, propagate_forward_time: 10.0120429993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5629091263
validation[          , genome  6007] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       961.47858, best error:       961.47858 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 123.7107391357s, input_fired_time: 1.2963310480, output_fired_time: 1.1363862753, propagate_forward_time: 46.9140014648, propagate_backward_time: 71.2322998047, weight_update_time: 0.1429106891, other_time: 3.1317214966
epoch time: 9.3808155060s, input_fired_time: 0.1628660560, output_fired_time: 0.0000000000, propagate_forward_time: 8.6752300262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427198410
validation[          , genome  6007] predictions:    9678/  10000 (96.78%), best:    9703/10000 (97.03%), error:      1083.39685, best error:       961.47858 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 124.4437103271s, input_fired_time: 1.2985112667, output_fired_time: 1.1361528635, propagate_forward_time: 47.8299407959, propagate_backward_time: 71.0490264893, weight_update_time: 0.1441691071, other_time: 3.1300811768
epoch time: 9.3113174438s, input_fired_time: 0.1654371172, output_fired_time: 0.0000000000, propagate_forward_time: 8.5920667648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5538139343
validation[          , genome  6007] predictions:    9647/  10000 (96.47%), best:    9703/10000 (97.03%), error:      1152.64453, best error:       961.47858 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 123.8657073975s, input_fired_time: 2.2056982517, output_fired_time: 1.1362576485, propagate_forward_time: 46.0022354126, propagate_backward_time: 71.3910751343, weight_update_time: 0.1446559429, other_time: 3.1304397583
epoch time: 10.7271184921s, input_fired_time: 0.1685671657, output_fired_time: 0.0000000000, propagate_forward_time: 9.9867849350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5717668533
validation[          , genome  6007] predictions:    9705/  10000 (97.05%), best:    9703/10000 (97.03%), error:      1022.09760, best error:       961.47858 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 129.2105712891s, input_fired_time: 1.3863364458, output_fired_time: 1.2551230192, propagate_forward_time: 47.0535812378, propagate_backward_time: 76.2526016235, weight_update_time: 0.1445477903, other_time: 3.2629318237
epoch time: 10.4678840637s, input_fired_time: 0.1693188101, output_fired_time: 0.0000000000, propagate_forward_time: 9.7431993484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5553655624
validation[          , genome  6007] predictions:    9639/  10000 (96.39%), best:    9703/10000 (97.03%), error:      1161.80347, best error:       961.47858 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 123.3983612061s, input_fired_time: 1.3048400879, output_fired_time: 1.1308964491, propagate_forward_time: 43.8704757690, propagate_backward_time: 72.9641036987, weight_update_time: 0.1428994834, other_time: 4.1280441284
epoch time: 10.6181459427s, input_fired_time: 0.1675238460, output_fired_time: 0.0000000000, propagate_forward_time: 9.8915863037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5590362549
validation[          , genome  6007] predictions:    9670/  10000 (96.70%), best:    9703/10000 (97.03%), error:      1097.09265, best error:       961.47858 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 123.7472152710s, input_fired_time: 1.3015331030, output_fired_time: 1.1421397924, propagate_forward_time: 47.9085502625, propagate_backward_time: 70.2488555908, weight_update_time: 0.1435558647, other_time: 3.1461334229
epoch time: 9.3819828033s, input_fired_time: 0.1638371497, output_fired_time: 0.0000000000, propagate_forward_time: 8.6603536606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5577917099
validation[          , genome  6007] predictions:    9681/  10000 (96.81%), best:    9703/10000 (97.03%), error:      1075.47900, best error:       961.47858 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 124.3085021973s, input_fired_time: 1.3069676161, output_fired_time: 1.1455175877, propagate_forward_time: 46.1792106628, propagate_backward_time: 72.5163192749, weight_update_time: 0.1443260163, other_time: 3.1604843140
epoch time: 9.4681758881s, input_fired_time: 0.1662342101, output_fired_time: 0.0000000000, propagate_forward_time: 8.7296895981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5722522736
validation[          , genome  6007] predictions:    9668/  10000 (96.68%), best:    9703/10000 (97.03%), error:      1177.26501, best error:       961.47858 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 122.9075164795s, input_fired_time: 1.3216937780, output_fired_time: 1.1283614635, propagate_forward_time: 45.6365089417, propagate_backward_time: 71.6880950928, weight_update_time: 0.1441905349, other_time: 3.1328582764
epoch time: 10.4823980331s, input_fired_time: 1.0776828527, output_fired_time: 0.0000000000, propagate_forward_time: 8.8379631042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5667524338
validation[          , genome  6007] predictions:    9677/  10000 (96.77%), best:    9703/10000 (97.03%), error:      1112.87183, best error:       961.47858 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 126.0705795288s, input_fired_time: 1.3573725224, output_fired_time: 1.1651116610, propagate_forward_time: 47.7550621033, propagate_backward_time: 72.5961380005, weight_update_time: 0.1455487013, other_time: 3.1968917847
epoch time: 10.4148921967s, input_fired_time: 0.1654145718, output_fired_time: 0.0000000000, propagate_forward_time: 9.6984033585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5510740280
validation[          , genome  6007] predictions:    9691/  10000 (96.91%), best:    9703/10000 (97.03%), error:      1015.34125, best error:       961.47858 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 123.6082611084s, input_fired_time: 1.3032597303, output_fired_time: 1.1375404596, propagate_forward_time: 47.9150390625, propagate_backward_time: 70.1148529053, weight_update_time: 0.1435909718, other_time: 3.1375656128
epoch time: 9.3922939301s, input_fired_time: 0.1655710340, output_fired_time: 0.0000000000, propagate_forward_time: 8.6687040329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5580186844
validation[          , genome  6007] predictions:    9665/  10000 (96.65%), best:    9703/10000 (97.03%), error:      1086.49707, best error:       961.47858 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 123.2583770752s, input_fired_time: 1.3063561916, output_fired_time: 2.1545114517, propagate_forward_time: 44.8289756775, propagate_backward_time: 70.8066024780, weight_update_time: 0.1435772777, other_time: 4.1619338989
epoch time: 10.6795797348s, input_fired_time: 0.1700348109, output_fired_time: 0.0000000000, propagate_forward_time: 9.9482059479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5613393784
validation[          , genome  6007] predictions:    9676/  10000 (96.76%), best:    9703/10000 (97.03%), error:      1057.89087, best error:       961.47858 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 123.2184371948s, input_fired_time: 1.2991508245, output_fired_time: 1.1413074732, propagate_forward_time: 47.7402191162, propagate_backward_time: 69.9238815308, weight_update_time: 0.1429107338, other_time: 3.1138839722
epoch time: 10.6179952621s, input_fired_time: 0.1843652576, output_fired_time: 0.0000000000, propagate_forward_time: 9.8704519272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5631780624
validation[          , genome  6007] predictions:    9695/  10000 (96.95%), best:    9703/10000 (97.03%), error:      1007.18115, best error:       961.47858 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 127.8738098145s, input_fired_time: 1.3560630083, output_fired_time: 1.1911057234, propagate_forward_time: 46.6279411316, propagate_backward_time: 75.3850555420, weight_update_time: 0.1523009688, other_time: 3.3136444092
epoch time: 10.4118089676s, input_fired_time: 0.1674114317, output_fired_time: 0.0000000000, propagate_forward_time: 9.6872043610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5571928024
validation[          , genome  6007] predictions:    9633/  10000 (96.33%), best:    9703/10000 (97.03%), error:      1162.20337, best error:       961.47858 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 137.2298736572s, input_fired_time: 1.4875653982, output_fired_time: 1.3292901516, propagate_forward_time: 50.1239509583, propagate_backward_time: 80.8565063477, weight_update_time: 0.1487686187, other_time: 3.4325714111
epoch time: 10.7982168198s, input_fired_time: 0.1700450331, output_fired_time: 0.0000000000, propagate_forward_time: 10.0556907654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5724811554
validation[          , genome  6007] predictions:    9680/  10000 (96.80%), best:    9703/10000 (97.03%), error:      1042.31799, best error:       961.47858 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 135.6142883301s, input_fired_time: 1.3499121666, output_fired_time: 1.2757601738, propagate_forward_time: 49.0663642883, propagate_backward_time: 80.4867706299, weight_update_time: 0.1637523025, other_time: 3.4354858398
epoch time: 9.4114990234s, input_fired_time: 0.1646669209, output_fired_time: 0.0000000000, propagate_forward_time: 8.7042264938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426054001
validation[          , genome  6007] predictions:    9684/  10000 (96.84%), best:    9703/10000 (97.03%), error:      1032.41370, best error:       961.47858 on epoch:    37, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 134.3320617676s, input_fired_time: 2.4389090538, output_fired_time: 1.2259688377, propagate_forward_time: 50.4509468079, propagate_backward_time: 76.8360137939, weight_update_time: 0.1615125090, other_time: 3.3802337646
epoch time: 10.2375984192s, input_fired_time: 0.1649958342, output_fired_time: 0.0000000000, propagate_forward_time: 8.6177549362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4548473358
validation[          , genome  6007] predictions:    9715/  10000 (97.15%), best:    9703/10000 (97.03%), error:       982.97388, best error:       961.47858 on epoch:    37, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 128.2218170166s, input_fired_time: 1.3574885130, output_fired_time: 1.1605798006, propagate_forward_time: 46.3424797058, propagate_backward_time: 76.1608276367, weight_update_time: 0.1436677277, other_time: 3.2004394531
epoch time: 17.6713752747s, input_fired_time: 0.2929615974, output_fired_time: 0.0000000000, propagate_forward_time: 16.4284267426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9499874115
validation[          , genome  6007] predictions:    9712/  10000 (97.12%), best:    9703/10000 (97.03%), error:       987.15588, best error:       961.47858 on epoch:    37, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 125.9008407593s, input_fired_time: 1.3389393091, output_fired_time: 1.1595954895, propagate_forward_time: 46.8512229919, propagate_backward_time: 73.3594284058, weight_update_time: 0.1434672773, other_time: 3.1916580200
epoch time: 11.1575412750s, input_fired_time: 0.1864892095, output_fired_time: 0.0000000000, propagate_forward_time: 10.3557929993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6152591705
validation[          , genome  6007] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       910.88715, best error:       910.88715 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 123.8885574341s, input_fired_time: 1.3082067966, output_fired_time: 1.1386554241, propagate_forward_time: 44.9686012268, propagate_backward_time: 72.3261795044, weight_update_time: 0.1434467286, other_time: 4.1469192505
epoch time: 9.3463211060s, input_fired_time: 0.1670497507, output_fired_time: 0.0000000000, propagate_forward_time: 8.6234054565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5558662415
validation[          , genome  6007] predictions:    9665/  10000 (96.65%), best:    9726/10000 (97.26%), error:      1105.19824, best error:       910.88715 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 125.0624771118s, input_fired_time: 1.3170754910, output_fired_time: 1.1367546320, propagate_forward_time: 46.1093597412, propagate_backward_time: 73.3304138184, weight_update_time: 0.1444736123, other_time: 3.1688690186
epoch time: 9.5958871841s, input_fired_time: 0.1705639660, output_fired_time: 0.0000000000, propagate_forward_time: 8.8640670776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5612564087
validation[          , genome  6007] predictions:    9654/  10000 (96.54%), best:    9726/10000 (97.26%), error:      1183.73596, best error:       910.88715 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 143.2993621826s, input_fired_time: 1.5029810667, output_fired_time: 1.3086696863, propagate_forward_time: 50.6634025574, propagate_backward_time: 85.0629043579, weight_update_time: 0.1671020985, other_time: 4.7614059448
epoch time: 12.9775772095s, input_fired_time: 0.1820073873, output_fired_time: 0.0000000000, propagate_forward_time: 11.9663038254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8292655945
validation[          , genome  6007] predictions:    9639/  10000 (96.39%), best:    9726/10000 (97.26%), error:      1176.27869, best error:       910.88715 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 123.2551803589s, input_fired_time: 1.3026747704, output_fired_time: 1.1449608803, propagate_forward_time: 46.8244667053, propagate_backward_time: 70.8862075806, weight_update_time: 0.1424307972, other_time: 3.0968704224
epoch time: 10.6647577286s, input_fired_time: 0.1728687882, output_fired_time: 0.0000000000, propagate_forward_time: 9.9238700867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5680189133
validation[          , genome  6007] predictions:    9704/  10000 (97.04%), best:    9726/10000 (97.26%), error:       975.13159, best error:       910.88715 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 125.0945358276s, input_fired_time: 1.3206382990, output_fired_time: 1.1458621025, propagate_forward_time: 45.6460266113, propagate_backward_time: 73.7970581055, weight_update_time: 0.1451571882, other_time: 3.1849517822
epoch time: 10.5606021881s, input_fired_time: 0.1700558215, output_fired_time: 0.0000000000, propagate_forward_time: 9.8243064880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5662403107
validation[          , genome  6007] predictions:    9722/  10000 (97.22%), best:    9726/10000 (97.26%), error:       927.55890, best error:       910.88715 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 126.2830505371s, input_fired_time: 1.3319991827, output_fired_time: 1.1595147848, propagate_forward_time: 46.8340988159, propagate_backward_time: 73.7900772095, weight_update_time: 0.1439340115, other_time: 3.1673583984
epoch time: 9.3546276093s, input_fired_time: 0.1676147729, output_fired_time: 0.0000000000, propagate_forward_time: 8.6298170090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5571956635
validation[          , genome  6007] predictions:    9672/  10000 (96.72%), best:    9726/10000 (97.26%), error:      1137.38147, best error:       910.88715 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 125.9492416382s, input_fired_time: 1.3240357637, output_fired_time: 1.1460520029, propagate_forward_time: 45.2720756531, propagate_backward_time: 74.8788833618, weight_update_time: 0.1453825086, other_time: 3.3281936646
epoch time: 9.4003105164s, input_fired_time: 0.1662977487, output_fired_time: 0.0000000000, propagate_forward_time: 8.6836776733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5503349304
validation[          , genome  6007] predictions:    9691/  10000 (96.91%), best:    9726/10000 (97.26%), error:       992.39832, best error:       910.88715 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 123.6857528687s, input_fired_time: 1.3079828024, output_fired_time: 1.1371716261, propagate_forward_time: 46.9657135010, propagate_backward_time: 70.1567459106, weight_update_time: 0.1425348371, other_time: 4.1181411743
epoch time: 10.9687194824s, input_fired_time: 0.1769005209, output_fired_time: 0.0000000000, propagate_forward_time: 10.2015333176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5902853012
validation[          , genome  6007] predictions:    9714/  10000 (97.14%), best:    9726/10000 (97.26%), error:       934.42059, best error:       910.88715 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 123.0128631592s, input_fired_time: 1.3073346615, output_fired_time: 2.1480300426, propagate_forward_time: 45.6499977112, propagate_backward_time: 70.7728958130, weight_update_time: 0.1429688632, other_time: 3.1346054077
epoch time: 10.6390876770s, input_fired_time: 0.1712481976, output_fired_time: 0.0000000000, propagate_forward_time: 9.9058599472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5619792938
validation[          , genome  6007] predictions:    9695/  10000 (96.95%), best:    9726/10000 (97.26%), error:      1016.92328, best error:       910.88715 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 123.3737640381s, input_fired_time: 1.3097020388, output_fired_time: 1.1363358498, propagate_forward_time: 46.7316818237, propagate_backward_time: 71.0741653442, weight_update_time: 0.1426140070, other_time: 3.1218795776
epoch time: 9.3479461670s, input_fired_time: 0.1658881456, output_fired_time: 0.0000000000, propagate_forward_time: 8.6414489746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5406093597
validation[          , genome  6007] predictions:    9717/  10000 (97.17%), best:    9726/10000 (97.26%), error:       958.24725, best error:       910.88715 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 123.0302276611s, input_fired_time: 1.3101433516, output_fired_time: 1.1274589300, propagate_forward_time: 45.5885925293, propagate_backward_time: 71.8416137695, weight_update_time: 0.1436896622, other_time: 3.1624221802
epoch time: 10.8589191437s, input_fired_time: 0.1764225364, output_fired_time: 0.0000000000, propagate_forward_time: 10.0984020233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5840950012
validation[          , genome  6007] predictions:    9638/  10000 (96.38%), best:    9726/10000 (97.26%), error:      1121.12024, best error:       910.88715 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 131.9579162598s, input_fired_time: 1.4258432388, output_fired_time: 1.1751943827, propagate_forward_time: 51.7209548950, propagate_backward_time: 74.3423004150, weight_update_time: 0.1599781513, other_time: 3.2936172485
epoch time: 9.3726758957s, input_fired_time: 0.1674334556, output_fired_time: 0.0000000000, propagate_forward_time: 8.6534137726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518283844
validation[          , genome  6007] predictions:    9673/  10000 (96.73%), best:    9726/10000 (97.26%), error:      1106.18823, best error:       910.88715 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 123.9763717651s, input_fired_time: 1.3167010546, output_fired_time: 1.1399364471, propagate_forward_time: 48.0791893005, propagate_backward_time: 70.2971878052, weight_update_time: 0.1438118219, other_time: 3.1433486938
epoch time: 10.8283662796s, input_fired_time: 0.1825429350, output_fired_time: 0.0000000000, propagate_forward_time: 10.0671033859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5787200928
validation[          , genome  6007] predictions:    9706/  10000 (97.06%), best:    9726/10000 (97.26%), error:       989.02368, best error:       910.88715 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 123.3702926636s, input_fired_time: 1.3220072985, output_fired_time: 1.1391685009, propagate_forward_time: 45.4863395691, propagate_backward_time: 71.3530960083, weight_update_time: 0.1449094117, other_time: 4.0696792603
epoch time: 10.7558736801s, input_fired_time: 0.1735362560, output_fired_time: 0.0000000000, propagate_forward_time: 10.0129203796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5694169998
validation[          , genome  6007] predictions:    9674/  10000 (96.74%), best:    9726/10000 (97.26%), error:      1069.17590, best error:       910.88715 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 122.7984313965s, input_fired_time: 1.3070247173, output_fired_time: 2.1547129154, propagate_forward_time: 44.4569168091, propagate_backward_time: 70.7553787231, weight_update_time: 0.1428725719, other_time: 4.1243972778
epoch time: 9.4707765579s, input_fired_time: 0.1682720333, output_fired_time: 0.0000000000, propagate_forward_time: 8.7423181534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5601863861
validation[          , genome  6007] predictions:    9710/  10000 (97.10%), best:    9726/10000 (97.26%), error:      1009.24365, best error:       910.88715 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 132.9723815918s, input_fired_time: 1.3948094845, output_fired_time: 1.2446035147, propagate_forward_time: 48.6509094238, propagate_backward_time: 78.3312911987, weight_update_time: 0.2083971053, other_time: 3.3507766724
epoch time: 9.8604516983s, input_fired_time: 0.1705586016, output_fired_time: 0.0000000000, propagate_forward_time: 9.1207122803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5691804886
validation[          , genome  6007] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       907.58533, best error:       907.58533 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 128.4382171631s, input_fired_time: 1.3638348579, output_fired_time: 1.1557326317, propagate_forward_time: 47.1926307678, propagate_backward_time: 74.4757308960, weight_update_time: 0.1446871012, other_time: 4.2502822876
epoch time: 9.4570579529s, input_fired_time: 0.1674935371, output_fired_time: 0.0000000000, propagate_forward_time: 8.7451267242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444374084
validation[          , genome  6007] predictions:    9699/  10000 (96.99%), best:    9725/10000 (97.25%), error:      1008.08228, best error:       907.58533 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 131.1586914063s, input_fired_time: 1.3447288275, output_fired_time: 1.1807510853, propagate_forward_time: 48.3155288696, propagate_backward_time: 77.0746841431, weight_update_time: 0.1431492418, other_time: 3.2429962158
epoch time: 10.5175495148s, input_fired_time: 0.1924635619, output_fired_time: 0.0000000000, propagate_forward_time: 9.7101011276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6149845123
validation[          , genome  6007] predictions:    9669/  10000 (96.69%), best:    9725/10000 (97.25%), error:      1095.96460, best error:       907.58533 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 134.2912750244s, input_fired_time: 1.4578175545, output_fired_time: 1.2406132221, propagate_forward_time: 50.4964065552, propagate_backward_time: 77.7517776489, weight_update_time: 0.1434346437, other_time: 3.3446502686
epoch time: 10.6699771881s, input_fired_time: 0.1739971042, output_fired_time: 0.0000000000, propagate_forward_time: 9.9295654297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5664148331
validation[          , genome  6007] predictions:    9712/  10000 (97.12%), best:    9725/10000 (97.25%), error:       950.42749, best error:       907.58533 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 125.6251373291s, input_fired_time: 1.3384015560, output_fired_time: 1.1799856424, propagate_forward_time: 45.7446899414, propagate_backward_time: 74.1346435547, weight_update_time: 0.1517795920, other_time: 3.2274169922
epoch time: 13.4443588257s, input_fired_time: 0.2051632404, output_fired_time: 0.0000000000, propagate_forward_time: 12.5387964249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7003993988
validation[          , genome  6007] predictions:    9687/  10000 (96.87%), best:    9725/10000 (97.25%), error:       980.52386, best error:       907.58533 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 124.4482040405s, input_fired_time: 1.3212341070, output_fired_time: 1.1397955418, propagate_forward_time: 45.1753120422, propagate_backward_time: 73.6404571533, weight_update_time: 0.1443890035, other_time: 3.1714019775
epoch time: 9.1642780304s, input_fired_time: 0.1651116312, output_fired_time: 0.0000000000, propagate_forward_time: 8.4588184357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5403480530
validation[          , genome  6007] predictions:    9687/  10000 (96.87%), best:    9725/10000 (97.25%), error:      1047.46790, best error:       907.58533 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 128.3396911621s, input_fired_time: 1.4570790529, output_fired_time: 1.1794838905, propagate_forward_time: 46.3418884277, propagate_backward_time: 75.1693801880, weight_update_time: 0.1439164579, other_time: 4.1918640137
epoch time: 9.2675390244s, input_fired_time: 0.1663611680, output_fired_time: 0.0000000000, propagate_forward_time: 8.5627975464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5383806229
validation[          , genome  6007] predictions:    9633/  10000 (96.33%), best:    9725/10000 (97.25%), error:      1187.81897, best error:       907.58533 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 133.5739135742s, input_fired_time: 1.4061685801, output_fired_time: 1.1886181831, propagate_forward_time: 47.4887809753, propagate_backward_time: 80.0828399658, weight_update_time: 0.1591163427, other_time: 3.4075012207
epoch time: 9.3686227798s, input_fired_time: 0.1696105897, output_fired_time: 0.0000000000, propagate_forward_time: 8.6438951492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5551166534
validation[          , genome  6007] predictions:    9712/  10000 (97.12%), best:    9725/10000 (97.25%), error:       976.50726, best error:       907.58533 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 136.6982574463s, input_fired_time: 1.4525880814, output_fired_time: 1.2917600870, propagate_forward_time: 51.1042404175, propagate_backward_time: 79.3522491455, weight_update_time: 0.1763167977, other_time: 3.4974136353
epoch time: 10.7789487839s, input_fired_time: 0.1759978086, output_fired_time: 0.0000000000, propagate_forward_time: 10.0378580093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5650930405
validation[          , genome  6007] predictions:    9700/  10000 (97.00%), best:    9725/10000 (97.25%), error:      1030.05591, best error:       907.58533 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 124.4471893311s, input_fired_time: 1.3236465454, output_fired_time: 1.1379045248, propagate_forward_time: 47.1986160278, propagate_backward_time: 71.6275787354, weight_update_time: 0.1435059756, other_time: 3.1594467163
epoch time: 13.8705425262s, input_fired_time: 0.2553846836, output_fired_time: 0.0000000000, propagate_forward_time: 12.8628654480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7522926331
validation[          , genome  6007] predictions:    9717/  10000 (97.17%), best:    9725/10000 (97.25%), error:       950.87610, best error:       907.58533 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 127.8911895752s, input_fired_time: 1.3543642759, output_fired_time: 1.1534228325, propagate_forward_time: 47.9013633728, propagate_backward_time: 74.2446136475, weight_update_time: 0.1521702111, other_time: 3.2374267578
epoch time: 10.6065187454s, input_fired_time: 0.1724435538, output_fired_time: 0.0000000000, propagate_forward_time: 9.8727903366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5612850189
validation[          , genome  6007] predictions:    9654/  10000 (96.54%), best:    9725/10000 (97.25%), error:      1129.80042, best error:       907.58533 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 134.4199523926s, input_fired_time: 1.4886066914, output_fired_time: 1.2512290478, propagate_forward_time: 53.6789817810, propagate_backward_time: 74.7315063477, weight_update_time: 0.1595700532, other_time: 3.2696228027
epoch time: 10.4604711533s, input_fired_time: 0.1730070412, output_fired_time: 0.0000000000, propagate_forward_time: 9.7239618301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5635023117
validation[          , genome  6007] predictions:    9674/  10000 (96.74%), best:    9725/10000 (97.25%), error:      1072.65405, best error:       907.58533 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 123.3181228638s, input_fired_time: 1.3177053928, output_fired_time: 1.1385210752, propagate_forward_time: 45.6631126404, propagate_backward_time: 72.0799102783, weight_update_time: 0.1429370344, other_time: 3.1188812256
epoch time: 11.0382900238s, input_fired_time: 0.1767176688, output_fired_time: 0.0000000000, propagate_forward_time: 10.2785587311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5830135345
validation[          , genome  6007] predictions:    9732/  10000 (97.32%), best:    9725/10000 (97.25%), error:       908.54681, best error:       907.58533 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 123.4847640991s, input_fired_time: 1.3273952007, output_fired_time: 1.1397423744, propagate_forward_time: 45.7695198059, propagate_backward_time: 72.1029357910, weight_update_time: 0.1430450827, other_time: 3.1451721191
epoch time: 9.3518018723s, input_fired_time: 0.1671475172, output_fired_time: 0.0000000000, propagate_forward_time: 8.6401300430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5445241928
validation[          , genome  6007] predictions:    9692/  10000 (96.92%), best:    9725/10000 (97.25%), error:      1010.08899, best error:       907.58533 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 125.2919082642s, input_fired_time: 2.3268370628, output_fired_time: 1.1459215879, propagate_forward_time: 48.0603103638, propagate_backward_time: 69.6483230591, weight_update_time: 0.1422309279, other_time: 4.1105194092
epoch time: 9.4395742416s, input_fired_time: 0.1703260243, output_fired_time: 0.0000000000, propagate_forward_time: 8.7112007141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5580472946
validation[          , genome  6007] predictions:    9683/  10000 (96.83%), best:    9725/10000 (97.25%), error:      1005.12415, best error:       907.58533 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 125.5171966553s, input_fired_time: 1.3444435596, output_fired_time: 1.1619340181, propagate_forward_time: 46.7897796631, propagate_backward_time: 73.0465316772, weight_update_time: 0.1487534642, other_time: 3.1745071411
epoch time: 10.6490888596s, input_fired_time: 0.1726287454, output_fired_time: 0.0000000000, propagate_forward_time: 9.9160633087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5603971481
validation[          , genome  6007] predictions:    9718/  10000 (97.18%), best:    9725/10000 (97.25%), error:       959.06329, best error:       907.58533 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 123.5766754150s, input_fired_time: 1.3221133947, output_fired_time: 1.1403739452, propagate_forward_time: 45.9919242859, propagate_backward_time: 71.9876708984, weight_update_time: 0.1433441490, other_time: 3.1345977783
epoch time: 10.7340764999s, input_fired_time: 0.1771232933, output_fired_time: 0.0000000000, propagate_forward_time: 9.9771995544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5797538757
validation[          , genome  6007] predictions:    9704/  10000 (97.04%), best:    9725/10000 (97.25%), error:       970.02661, best error:       907.58533 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 123.4686050415s, input_fired_time: 1.3241382837, output_fired_time: 1.1395736933, propagate_forward_time: 43.8329696655, propagate_backward_time: 73.0049285889, weight_update_time: 0.1436759830, other_time: 4.1669998169
epoch time: 9.4185075760s, input_fired_time: 0.1694424599, output_fired_time: 0.0000000000, propagate_forward_time: 8.7009601593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481052399
validation[          , genome  6007] predictions:    9723/  10000 (97.23%), best:    9725/10000 (97.25%), error:       922.42072, best error:       907.58533 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 124.7547912598s, input_fired_time: 1.3293346167, output_fired_time: 1.1530665159, propagate_forward_time: 47.0388793945, propagate_backward_time: 72.0892333984, weight_update_time: 0.1442139745, other_time: 3.1442718506
epoch time: 9.5617733002s, input_fired_time: 0.1979872137, output_fired_time: 0.0000000000, propagate_forward_time: 8.8043165207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5594692230
validation[          , genome  6007] predictions:    9718/  10000 (97.18%), best:    9725/10000 (97.25%), error:       936.33698, best error:       907.58533 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 123.5767135620s, input_fired_time: 1.3205704689, output_fired_time: 1.1350237131, propagate_forward_time: 45.9289512634, propagate_backward_time: 72.0704498291, weight_update_time: 0.1430851072, other_time: 3.1217193604
epoch time: 10.9099197388s, input_fired_time: 0.1749065369, output_fired_time: 0.0000000000, propagate_forward_time: 10.1592531204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5757598877
validation[          , genome  6007] predictions:    9683/  10000 (96.83%), best:    9725/10000 (97.25%), error:      1048.20959, best error:       907.58533 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 124.6306152344s, input_fired_time: 1.3438706398, output_fired_time: 1.1411900520, propagate_forward_time: 47.1268692017, propagate_backward_time: 71.8872604370, weight_update_time: 0.1484077424, other_time: 3.1314239502
epoch time: 10.6881322861s, input_fired_time: 0.1749603152, output_fired_time: 0.0000000000, propagate_forward_time: 9.9493904114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5637817383
validation[          , genome  6007] predictions:    9701/  10000 (97.01%), best:    9725/10000 (97.25%), error:       999.03351, best error:       907.58533 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 135.1497039795s, input_fired_time: 1.4710284472, output_fired_time: 1.2842959166, propagate_forward_time: 48.5117683411, propagate_backward_time: 80.3958206177, weight_update_time: 0.1670190394, other_time: 3.4867935181
epoch time: 10.5356321335s, input_fired_time: 0.1704290658, output_fired_time: 0.0000000000, propagate_forward_time: 9.8185157776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5466871262
validation[          , genome  6007] predictions:    9734/  10000 (97.34%), best:    9725/10000 (97.25%), error:       913.42023, best error:       907.58533 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 133.0790863037s, input_fired_time: 1.3957743645, output_fired_time: 1.2408484221, propagate_forward_time: 48.7537117004, propagate_backward_time: 78.2942886353, weight_update_time: 0.1440249979, other_time: 3.3944778442
epoch time: 13.0767097473s, input_fired_time: 0.2345525920, output_fired_time: 0.0000000000, propagate_forward_time: 12.1440420151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6981153488
validation[          , genome  6007] predictions:    9681/  10000 (96.81%), best:    9725/10000 (97.25%), error:      1049.77063, best error:       907.58533 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 129.8243103027s, input_fired_time: 1.4312390089, output_fired_time: 1.2450611591, propagate_forward_time: 48.1468887329, propagate_backward_time: 75.7193450928, weight_update_time: 0.1438274980, other_time: 3.2817687988
epoch time: 9.2801990509s, input_fired_time: 0.1672354788, output_fired_time: 0.0000000000, propagate_forward_time: 8.5666227341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5463409424
validation[          , genome  6007] predictions:    9708/  10000 (97.08%), best:    9725/10000 (97.25%), error:       999.59943, best error:       907.58533 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 124.8043975830s, input_fired_time: 1.3546824455, output_fired_time: 1.1372140646, propagate_forward_time: 46.8488693237, propagate_backward_time: 72.3257369995, weight_update_time: 0.1429786235, other_time: 3.1378936768
epoch time: 9.5212564468s, input_fired_time: 0.1696008146, output_fired_time: 0.0000000000, propagate_forward_time: 8.7934284210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5582275391
validation[          , genome  6007] predictions:    9733/  10000 (97.33%), best:    9725/10000 (97.25%), error:       922.70111, best error:       907.58533 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 126.2588500977s, input_fired_time: 1.3545688391, output_fired_time: 1.1587393284, propagate_forward_time: 45.9283790588, propagate_backward_time: 74.6181640625, weight_update_time: 0.1446509808, other_time: 3.1990051270
epoch time: 11.6852989197s, input_fired_time: 0.1759806722, output_fired_time: 0.0000000000, propagate_forward_time: 10.8952331543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6140851974
validation[          , genome  6007] predictions:    9657/  10000 (96.57%), best:    9725/10000 (97.25%), error:      1125.13342, best error:       907.58533 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 134.8481445313s, input_fired_time: 1.4071671963, output_fired_time: 1.2087646723, propagate_forward_time: 48.8912582397, propagate_backward_time: 80.0223617554, weight_update_time: 0.1449485123, other_time: 3.3185882568
epoch time: 9.2075414658s, input_fired_time: 0.1682377756, output_fired_time: 0.0000000000, propagate_forward_time: 8.4978771210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414266586
validation[          , genome  6007] predictions:    9652/  10000 (96.52%), best:    9725/10000 (97.25%), error:      1134.36243, best error:       907.58533 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 131.4643707275s, input_fired_time: 1.3865823746, output_fired_time: 1.2165864706, propagate_forward_time: 51.7011146545, propagate_backward_time: 73.0577316284, weight_update_time: 0.1427952945, other_time: 4.1023635864
epoch time: 9.4630861282s, input_fired_time: 0.1698930562, output_fired_time: 0.0000000000, propagate_forward_time: 8.7386121750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5545806885
validation[          , genome  6007] predictions:    9675/  10000 (96.75%), best:    9725/10000 (97.25%), error:      1032.26355, best error:       907.58533 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 123.3895111084s, input_fired_time: 1.3205130100, output_fired_time: 1.1344840527, propagate_forward_time: 47.6588325500, propagate_backward_time: 70.1551055908, weight_update_time: 0.1433252096, other_time: 3.1205749512
epoch time: 10.6467227936s, input_fired_time: 0.1732029617, output_fired_time: 0.0000000000, propagate_forward_time: 9.9102802277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5632400513
validation[          , genome  6007] predictions:    9630/  10000 (96.30%), best:    9725/10000 (97.25%), error:      1197.94116, best error:       907.58533 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 123.5346374512s, input_fired_time: 1.3240537643, output_fired_time: 2.1577098370, propagate_forward_time: 44.7647018433, propagate_backward_time: 71.1477050781, weight_update_time: 0.1428138763, other_time: 4.1404724121
epoch time: 10.7179832458s, input_fired_time: 0.1757431924, output_fired_time: 0.0000000000, propagate_forward_time: 9.9632625580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5789775848
validation[          , genome  6007] predictions:    9695/  10000 (96.95%), best:    9725/10000 (97.25%), error:      1010.19989, best error:       907.58533 on epoch:    71, 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: 50.6255607605s, input_fired_time: 0.8686280847, output_fired_time: 0.0000000000, propagate_forward_time: 46.7665367126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9903945923
best training[          , genome  6007] predictions:   49406/  50000 (98.81%), best:    9725/10000 (97.25%), error:      2266.48438, best error:       907.58533 on epoch:    71, 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: 12.9507493973s, input_fired_time: 0.1932673454, output_fired_time: 0.0000000000, propagate_forward_time: 12.0320940018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7253885269
   testing[          , genome  6007] predictions:    9753/  10000 (97.53%), best:    9725/10000 (97.25%), error:       813.39880, best error:       907.58533 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:29:47 (6612): called boinc_finish(0)

</stderr_txt>
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