Nameexact_genome_1512568488_43_5555_1
Workunit2599061
Created7 Dec 2017, 15:20:54 UTC
Sent7 Dec 2017, 15:25:46 UTC
Report deadline13 Dec 2017, 4:24:08 UTC
Received8 Dec 2017, 3:57:29 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57657
Run time3 hours 16 min 56 sec
CPU time2 hours 48 min 30 sec
Validate stateValid
Credit1,385.13
Device peak FLOPS2.65 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.11 MB
Peak swap size156.92 MB
Peak disk usage1.77 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398169518
validation[          , genome  5555] predictions:    9608/  10000 (96.08%), best:    9649/10000 (96.49%), error:      1349.68555, best error:      1190.04102 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 88.0865097046s, input_fired_time: 0.7809918523, output_fired_time: 0.7162085176, propagate_forward_time: 33.4187774658, propagate_backward_time: 50.7266349792, weight_update_time: 0.1280871183, other_time: 2.4438972473
epoch time: 7.4277133942s, input_fired_time: 0.0963851810, output_fired_time: 0.0000000000, propagate_forward_time: 6.8809294701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4503989220
validation[          , genome  5555] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1038.97437, best error:      1038.97437 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 88.1350936890s, input_fired_time: 0.7876936793, output_fired_time: 0.7211385965, propagate_forward_time: 33.5125541687, propagate_backward_time: 50.6537513733, weight_update_time: 0.1279201657, other_time: 2.4599533081
epoch time: 7.2260937691s, input_fired_time: 0.0954397768, output_fired_time: 0.0000000000, propagate_forward_time: 6.6865930557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4440608025
validation[          , genome  5555] predictions:    9628/  10000 (96.28%), best:    9693/10000 (96.93%), error:      1210.56274, best error:      1038.97437 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 88.4069290161s, input_fired_time: 0.7826628685, output_fired_time: 0.7200642228, propagate_forward_time: 33.5661125183, propagate_backward_time: 50.8678932190, weight_update_time: 0.1337637007, other_time: 2.4701995850
epoch time: 7.2857370377s, input_fired_time: 0.0958935544, output_fired_time: 0.0000000000, propagate_forward_time: 6.7387375832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4511060715
validation[          , genome  5555] predictions:    9673/  10000 (96.73%), best:    9693/10000 (96.93%), error:      1090.99377, best error:      1038.97437 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 88.7894058228s, input_fired_time: 0.7858839035, output_fired_time: 0.7337460518, propagate_forward_time: 33.7078666687, propagate_backward_time: 51.1053428650, weight_update_time: 0.1285675019, other_time: 2.4565658569
epoch time: 7.1410393715s, input_fired_time: 0.0935289562, output_fired_time: 0.0000000000, propagate_forward_time: 6.6053972244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421133995
validation[          , genome  5555] predictions:    9661/  10000 (96.61%), best:    9693/10000 (96.93%), error:      1173.12573, best error:      1038.97437 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 87.7532348633s, input_fired_time: 0.7840274572, output_fired_time: 0.7200788856, propagate_forward_time: 33.3526420593, propagate_backward_time: 50.4526405334, weight_update_time: 0.1275857389, other_time: 2.4438476563
epoch time: 7.2644319534s, input_fired_time: 0.0944430977, output_fired_time: 0.0000000000, propagate_forward_time: 6.7250509262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449377060
validation[          , genome  5555] predictions:    9292/  10000 (92.92%), best:    9693/10000 (96.93%), error:      2192.07104, best error:      1038.97437 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 88.1057128906s, input_fired_time: 0.7868771553, output_fired_time: 0.7205190063, propagate_forward_time: 33.5097045898, propagate_backward_time: 50.6377563477, weight_update_time: 0.1289889812, other_time: 2.4508514404
epoch time: 7.1853222847s, input_fired_time: 0.0960937515, output_fired_time: 0.0000000000, propagate_forward_time: 6.6482739449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409546852
validation[          , genome  5555] predictions:    9572/  10000 (95.72%), best:    9693/10000 (96.93%), error:      1427.43372, best error:      1038.97437 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 88.1825790405s, input_fired_time: 0.7932305336, output_fired_time: 0.7219409347, propagate_forward_time: 33.5675430298, propagate_backward_time: 50.6515617371, weight_update_time: 0.1279708892, other_time: 2.4483070374
epoch time: 7.0506553650s, input_fired_time: 0.0946730673, output_fired_time: 0.0000000000, propagate_forward_time: 6.5127906799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4431915283
validation[          , genome  5555] predictions:    9652/  10000 (96.52%), best:    9693/10000 (96.93%), error:      1139.33789, best error:      1038.97437 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 87.2886962891s, input_fired_time: 0.7847837210, output_fired_time: 0.7133774757, propagate_forward_time: 33.2020416260, propagate_backward_time: 50.1468162537, weight_update_time: 0.1281690449, other_time: 2.4416770935
epoch time: 6.8289761543s, input_fired_time: 0.0917451307, output_fired_time: 0.0000000000, propagate_forward_time: 6.3035941124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4336371422
validation[          , genome  5555] predictions:    9670/  10000 (96.70%), best:    9693/10000 (96.93%), error:      1105.24353, best error:      1038.97437 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 85.1028747559s, input_fired_time: 0.7767542601, output_fired_time: 0.6999717355, propagate_forward_time: 32.3350028992, propagate_backward_time: 48.8765106201, weight_update_time: 0.1260605901, other_time: 2.4146308899
epoch time: 6.8945760727s, input_fired_time: 0.0928431675, output_fired_time: 0.0000000000, propagate_forward_time: 6.3701686859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315643311
validation[          , genome  5555] predictions:    9620/  10000 (96.20%), best:    9693/10000 (96.93%), error:      1219.76526, best error:      1038.97437 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 85.2750778198s, input_fired_time: 0.7763232589, output_fired_time: 0.7026333213, propagate_forward_time: 32.2903633118, propagate_backward_time: 49.0981979370, weight_update_time: 0.1258229166, other_time: 2.4075584412
epoch time: 6.8964800835s, input_fired_time: 0.0919965804, output_fired_time: 0.0000000000, propagate_forward_time: 6.3710851669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333982468
validation[          , genome  5555] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:      1028.08203, best error:      1028.08203 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 86.2043075562s, input_fired_time: 0.7921540141, output_fired_time: 0.7098500729, propagate_forward_time: 32.6176986694, propagate_backward_time: 49.6341094971, weight_update_time: 0.1258469671, other_time: 2.4505004883
epoch time: 6.9961128235s, input_fired_time: 0.0941752568, output_fired_time: 0.0000000000, propagate_forward_time: 6.4613418579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4405956268
validation[          , genome  5555] predictions:    9600/  10000 (96.00%), best:    9690/10000 (96.90%), error:      1306.48108, best error:      1028.08203 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 85.4833297729s, input_fired_time: 0.7726894021, output_fired_time: 0.7012474537, propagate_forward_time: 32.4302444458, propagate_backward_time: 49.1618423462, weight_update_time: 0.1267852485, other_time: 2.4173049927
epoch time: 7.1321129799s, input_fired_time: 0.0953368545, output_fired_time: 0.0000000000, propagate_forward_time: 6.5957040787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410719872
validation[          , genome  5555] predictions:    9670/  10000 (96.70%), best:    9690/10000 (96.90%), error:      1099.59705, best error:      1028.08203 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 84.8795852661s, input_fired_time: 0.7714365125, output_fired_time: 0.6959884763, propagate_forward_time: 32.1125793457, propagate_backward_time: 48.8944892883, weight_update_time: 0.1254700571, other_time: 2.4050865173
epoch time: 6.9719390869s, input_fired_time: 0.0941517130, output_fired_time: 0.0000000000, propagate_forward_time: 6.4407200813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370675087
validation[          , genome  5555] predictions:    9679/  10000 (96.79%), best:    9690/10000 (96.90%), error:      1125.27222, best error:      1028.08203 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 84.8350982666s, input_fired_time: 0.7704457045, output_fired_time: 0.6996871233, propagate_forward_time: 32.1348571777, propagate_backward_time: 48.8343696594, weight_update_time: 0.1248810962, other_time: 2.3957405090
epoch time: 6.9043016434s, input_fired_time: 0.0937747732, output_fired_time: 0.0000000000, propagate_forward_time: 6.3769245148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4336023331
validation[          , genome  5555] predictions:    9675/  10000 (96.75%), best:    9690/10000 (96.90%), error:      1092.02893, best error:      1028.08203 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 86.0091094971s, input_fired_time: 0.7837886214, output_fired_time: 0.7040823102, propagate_forward_time: 32.6635246277, propagate_backward_time: 49.4225997925, weight_update_time: 0.1294468939, other_time: 2.4351158142
epoch time: 7.1080708504s, input_fired_time: 0.0962166712, output_fired_time: 0.0000000000, propagate_forward_time: 6.5682373047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436168671
validation[          , genome  5555] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:      1015.18011, best error:      1015.18011 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 85.8198928833s, input_fired_time: 0.7816189528, output_fired_time: 0.7052606940, propagate_forward_time: 32.5874710083, propagate_backward_time: 49.3231697083, weight_update_time: 0.1252611279, other_time: 2.4223747253
epoch time: 7.1041097641s, input_fired_time: 0.0940549225, output_fired_time: 0.0000000000, propagate_forward_time: 6.5661916733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438633919
validation[          , genome  5555] predictions:    9625/  10000 (96.25%), best:    9709/10000 (97.09%), error:      1209.39343, best error:      1015.18011 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 85.7016906738s, input_fired_time: 0.7796404362, output_fired_time: 0.6999096870, propagate_forward_time: 32.3975257874, propagate_backward_time: 49.4079093933, weight_update_time: 0.1255919933, other_time: 2.4167022705
epoch time: 6.9586215019s, input_fired_time: 0.0933732241, output_fired_time: 0.0000000000, propagate_forward_time: 6.4280962944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371519089
validation[          , genome  5555] predictions:    9673/  10000 (96.73%), best:    9709/10000 (97.09%), error:      1114.99170, best error:      1015.18011 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 85.4685668945s, input_fired_time: 0.7798439860, output_fired_time: 0.7048734426, propagate_forward_time: 32.4162292480, propagate_backward_time: 49.1437759399, weight_update_time: 0.1262295693, other_time: 2.4238433838
epoch time: 6.6183042526s, input_fired_time: 0.0916396007, output_fired_time: 0.0000000000, propagate_forward_time: 6.0992436409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274210930
validation[          , genome  5555] predictions:    9624/  10000 (96.24%), best:    9709/10000 (97.09%), error:      1228.46606, best error:      1015.18011 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 85.5143280029s, input_fired_time: 0.7814664841, output_fired_time: 0.6974777579, propagate_forward_time: 32.3482284546, propagate_backward_time: 49.2524147034, weight_update_time: 0.1257875711, other_time: 2.4347419739
epoch time: 7.0161809921s, input_fired_time: 0.0953880027, output_fired_time: 0.0000000000, propagate_forward_time: 6.4791541100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416389465
validation[          , genome  5555] predictions:    9451/  10000 (94.51%), best:    9709/10000 (97.09%), error:      1773.80530, best error:      1015.18011 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 86.4124755859s, input_fired_time: 0.7919427156, output_fired_time: 0.7171972990, propagate_forward_time: 32.8621139526, propagate_backward_time: 49.6104049683, weight_update_time: 0.1266608536, other_time: 2.4308166504
epoch time: 7.1842212677s, input_fired_time: 0.0970980823, output_fired_time: 0.0000000000, propagate_forward_time: 6.6444392204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4426841736
validation[          , genome  5555] predictions:    9696/  10000 (96.96%), best:    9709/10000 (97.09%), error:      1049.15942, best error:      1015.18011 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 85.4295578003s, input_fired_time: 0.7817489505, output_fired_time: 0.6983033419, propagate_forward_time: 32.4030303955, propagate_backward_time: 49.1245994568, weight_update_time: 0.1268840730, other_time: 2.4218788147
epoch time: 7.0641584396s, input_fired_time: 0.0956507474, output_fired_time: 0.0000000000, propagate_forward_time: 6.5305738449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379339218
validation[          , genome  5555] predictions:    9638/  10000 (96.38%), best:    9709/10000 (97.09%), error:      1188.97363, best error:      1015.18011 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 85.6071395874s, input_fired_time: 0.7857082486, output_fired_time: 0.6998655796, propagate_forward_time: 32.4651527405, propagate_backward_time: 49.2241287231, weight_update_time: 0.1262264848, other_time: 2.4322853088
epoch time: 6.9341945648s, input_fired_time: 0.0945588574, output_fired_time: 0.0000000000, propagate_forward_time: 6.4018197060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378161430
validation[          , genome  5555] predictions:    9663/  10000 (96.63%), best:    9709/10000 (97.09%), error:      1082.55579, best error:      1015.18011 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 127.7248306274s, input_fired_time: 1.3434838057, output_fired_time: 0.7935551405, propagate_forward_time: 49.8414344788, propagate_backward_time: 72.3593368530, weight_update_time: 0.1401765198, other_time: 3.3870162964
epoch time: 10.9919538498s, input_fired_time: 0.1056171358, output_fired_time: 0.0000000000, propagate_forward_time: 10.1492643356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7370719910
validation[          , genome  5555] predictions:    9599/  10000 (95.99%), best:    9709/10000 (97.09%), error:      1267.53601, best error:      1015.18011 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 130.6397705078s, input_fired_time: 0.8464457393, output_fired_time: 1.5501642227, propagate_forward_time: 50.0679702759, propagate_backward_time: 75.0285110474, weight_update_time: 0.1408971101, other_time: 3.1466674805
epoch time: 10.9194583893s, input_fired_time: 0.1061538234, output_fired_time: 0.0000000000, propagate_forward_time: 10.3325634003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4807415009
validation[          , genome  5555] predictions:    9632/  10000 (96.32%), best:    9709/10000 (97.09%), error:      1232.65503, best error:      1015.18011 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 132.1338500977s, input_fired_time: 1.1027806997, output_fired_time: 1.0493838787, propagate_forward_time: 50.7777824402, propagate_backward_time: 75.5386734009, weight_update_time: 0.3919254243, other_time: 3.6652297974
epoch time: 10.8558969498s, input_fired_time: 0.1056924462, output_fired_time: 0.0000000000, propagate_forward_time: 10.2683429718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4818611145
validation[          , genome  5555] predictions:    9676/  10000 (96.76%), best:    9709/10000 (97.09%), error:      1045.80322, best error:      1015.18011 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 131.1441345215s, input_fired_time: 1.0992112160, output_fired_time: 1.3006742001, propagate_forward_time: 51.9669952393, propagate_backward_time: 73.3891983032, weight_update_time: 0.3910893500, other_time: 3.3880538940
epoch time: 10.4120931625s, input_fired_time: 0.1026149094, output_fired_time: 0.0000000000, propagate_forward_time: 9.5909423828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7185354233
validation[          , genome  5555] predictions:    9616/  10000 (96.16%), best:    9709/10000 (97.09%), error:      1290.76160, best error:      1015.18011 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 131.1620635986s, input_fired_time: 1.0974457264, output_fired_time: 1.0424560308, propagate_forward_time: 49.5697708130, propagate_backward_time: 76.3088912964, weight_update_time: 0.1408561468, other_time: 3.1435089111
epoch time: 10.3709077835s, input_fired_time: 0.1033176258, output_fired_time: 0.0000000000, propagate_forward_time: 9.8005237579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670667648
validation[          , genome  5555] predictions:    9699/  10000 (96.99%), best:    9709/10000 (97.09%), error:      1072.86877, best error:      1015.18011 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 130.6737060547s, input_fired_time: 1.0950912237, output_fired_time: 0.7976610065, propagate_forward_time: 50.1081008911, propagate_backward_time: 75.5377273560, weight_update_time: 0.1404959559, other_time: 3.1351165771
epoch time: 10.5251502991s, input_fired_time: 0.1052007452, output_fired_time: 0.0000000000, propagate_forward_time: 9.9468860626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4730634689
validation[          , genome  5555] predictions:    9681/  10000 (96.81%), best:    9709/10000 (97.09%), error:      1052.42871, best error:      1015.18011 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 132.7506256104s, input_fired_time: 0.8553084731, output_fired_time: 0.8071495295, propagate_forward_time: 52.8057861328, propagate_backward_time: 74.8663177490, weight_update_time: 0.1442153603, other_time: 3.4160766602
epoch time: 10.8900594711s, input_fired_time: 0.1053271964, output_fired_time: 0.0000000000, propagate_forward_time: 10.3089046478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4758272171
validation[          , genome  5555] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       902.22455, best error:       902.22455 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 131.2148284912s, input_fired_time: 0.8494773507, output_fired_time: 1.0456655025, propagate_forward_time: 48.3734207153, propagate_backward_time: 77.0586547852, weight_update_time: 0.1406625211, other_time: 3.8876113892
epoch time: 10.8908834457s, input_fired_time: 0.3551892936, output_fired_time: 0.0000000000, propagate_forward_time: 9.8085651398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7271289825
validation[          , genome  5555] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       892.72913, best error:       892.72913 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 130.9077606201s, input_fired_time: 1.0989105701, output_fired_time: 1.0416173935, propagate_forward_time: 50.5012741089, propagate_backward_time: 74.8887023926, weight_update_time: 0.1403526813, other_time: 3.3772659302
epoch time: 10.8262453079s, input_fired_time: 0.1046937332, output_fired_time: 0.0000000000, propagate_forward_time: 9.9909124374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7306394577
validation[          , genome  5555] predictions:    9677/  10000 (96.77%), best:    9726/10000 (97.26%), error:      1022.10925, best error:       892.72913 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 131.3884277344s, input_fired_time: 1.1000055075, output_fired_time: 0.7943479419, propagate_forward_time: 50.4835319519, propagate_backward_time: 75.1209945679, weight_update_time: 0.1410296559, other_time: 3.8895492554
epoch time: 10.6602945328s, input_fired_time: 0.1036940217, output_fired_time: 0.0000000000, propagate_forward_time: 10.0865020752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700984955
validation[          , genome  5555] predictions:    9715/  10000 (97.15%), best:    9726/10000 (97.26%), error:       910.04816, best error:       892.72913 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 130.8650817871s, input_fired_time: 0.8493182063, output_fired_time: 1.0459206104, propagate_forward_time: 50.6743087769, propagate_backward_time: 74.6559524536, weight_update_time: 0.1416627467, other_time: 3.6395874023
epoch time: 10.5425958633s, input_fired_time: 0.6055558920, output_fired_time: 0.0000000000, propagate_forward_time: 9.2098941803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7271461487
validation[          , genome  5555] predictions:    9721/  10000 (97.21%), best:    9726/10000 (97.26%), error:       929.71936, best error:       892.72913 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 131.1647949219s, input_fired_time: 1.1015692949, output_fired_time: 0.7987706065, propagate_forward_time: 50.6566734314, propagate_backward_time: 75.4682693481, weight_update_time: 0.1429113597, other_time: 3.1395187378
epoch time: 10.8064069748s, input_fired_time: 0.3557306528, output_fired_time: 0.0000000000, propagate_forward_time: 9.7268810272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7237949371
validation[          , genome  5555] predictions:    9662/  10000 (96.62%), best:    9726/10000 (97.26%), error:      1089.52283, best error:       892.72913 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 131.5173034668s, input_fired_time: 1.1034358740, output_fired_time: 1.2977039814, propagate_forward_time: 48.6423835754, propagate_backward_time: 77.0742340088, weight_update_time: 0.1416898370, other_time: 3.3995513916
epoch time: 10.7994518280s, input_fired_time: 0.1063838080, output_fired_time: 0.0000000000, propagate_forward_time: 10.2193603516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737071991
validation[          , genome  5555] predictions:    9716/  10000 (97.16%), best:    9726/10000 (97.26%), error:       919.11261, best error:       892.72913 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 130.7584533691s, input_fired_time: 1.3523454666, output_fired_time: 1.0421870947, propagate_forward_time: 49.8548278809, propagate_backward_time: 75.3588180542, weight_update_time: 0.1412437260, other_time: 3.1502761841
epoch time: 10.9296379089s, input_fired_time: 0.1060498953, output_fired_time: 0.0000000000, propagate_forward_time: 10.3442077637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4793806076
validation[          , genome  5555] predictions:    9695/  10000 (96.95%), best:    9726/10000 (97.26%), error:       981.83167, best error:       892.72913 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 131.9996490479s, input_fired_time: 1.1064289808, output_fired_time: 1.3005746603, propagate_forward_time: 51.1542358398, propagate_backward_time: 74.2799530029, weight_update_time: 0.1418466419, other_time: 4.1584625244
epoch time: 10.8706407547s, input_fired_time: 0.1063704938, output_fired_time: 0.0000000000, propagate_forward_time: 10.2855806351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4786891937
validation[          , genome  5555] predictions:    9672/  10000 (96.72%), best:    9726/10000 (97.26%), error:      1032.98840, best error:       892.72913 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 132.2637176514s, input_fired_time: 0.8545477986, output_fired_time: 0.8049601316, propagate_forward_time: 49.6037216187, propagate_backward_time: 77.5910949707, weight_update_time: 0.1420914829, other_time: 3.4093856812
epoch time: 10.9837570190s, input_fired_time: 0.1077599898, output_fired_time: 0.0000000000, propagate_forward_time: 10.3938474655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4821491241
validation[          , genome  5555] predictions:    9719/  10000 (97.19%), best:    9726/10000 (97.26%), error:       942.85199, best error:       892.72913 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 138.8918762207s, input_fired_time: 0.8960868120, output_fired_time: 1.0869481564, propagate_forward_time: 52.6156463623, propagate_backward_time: 80.5674057007, weight_update_time: 0.1467500180, other_time: 3.7257919312
epoch time: 11.4344482422s, input_fired_time: 0.1117409170, output_fired_time: 0.0000000000, propagate_forward_time: 10.8224925995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5002145767
validation[          , genome  5555] predictions:    9636/  10000 (96.36%), best:    9726/10000 (97.26%), error:      1127.00012, best error:       892.72913 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 139.2618560791s, input_fired_time: 0.8904733658, output_fired_time: 0.8419387341, propagate_forward_time: 53.2162513733, propagate_backward_time: 80.3139801025, weight_update_time: 0.3981573284, other_time: 3.9992218018
epoch time: 11.3863897324s, input_fired_time: 0.3613390923, output_fired_time: 0.0000000000, propagate_forward_time: 10.5231790543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5018720627
validation[          , genome  5555] predictions:    9729/  10000 (97.29%), best:    9726/10000 (97.26%), error:       901.89514, best error:       892.72913 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 139.4831542969s, input_fired_time: 0.8868509531, output_fired_time: 1.3514752388, propagate_forward_time: 52.4281654358, propagate_backward_time: 80.8240737915, weight_update_time: 0.1466834247, other_time: 3.9925918579
epoch time: 11.7234773636s, input_fired_time: 0.1129095927, output_fired_time: 0.0000000000, propagate_forward_time: 11.1065397263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040283203
validation[          , genome  5555] predictions:    9730/  10000 (97.30%), best:    9726/10000 (97.26%), error:       938.85406, best error:       892.72913 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 139.7227478027s, input_fired_time: 1.3873523474, output_fired_time: 0.8446415663, propagate_forward_time: 52.3355255127, propagate_backward_time: 81.6507186890, weight_update_time: 0.1480579972, other_time: 3.5045089722
epoch time: 11.6398620605s, input_fired_time: 0.1117915809, output_fired_time: 0.0000000000, propagate_forward_time: 10.5322313309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9958391190
validation[          , genome  5555] predictions:    9697/  10000 (96.97%), best:    9726/10000 (97.26%), error:      1003.02118, best error:       892.72913 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 139.4601135254s, input_fired_time: 0.8906878829, output_fired_time: 0.8388263583, propagate_forward_time: 53.2743415833, propagate_backward_time: 80.4419555664, weight_update_time: 0.1469769031, other_time: 4.0143127441
epoch time: 11.2071838379s, input_fired_time: 0.1077435464, output_fired_time: 0.0000000000, propagate_forward_time: 10.6056270599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4938135147
validation[          , genome  5555] predictions:    9671/  10000 (96.71%), best:    9726/10000 (97.26%), error:      1017.52844, best error:       892.72913 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 139.7921752930s, input_fired_time: 0.8913361430, output_fired_time: 1.0908116102, propagate_forward_time: 56.8605957031, propagate_backward_time: 78.1889648438, weight_update_time: 0.1474997550, other_time: 2.7604675293
epoch time: 11.7941646576s, input_fired_time: 0.1136584058, output_fired_time: 0.0000000000, propagate_forward_time: 10.9203376770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7601690292
validation[          , genome  5555] predictions:    9727/  10000 (97.27%), best:    9726/10000 (97.26%), error:       942.70630, best error:       892.72913 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 139.5374603271s, input_fired_time: 1.1371232271, output_fired_time: 1.8479954004, propagate_forward_time: 56.3167304993, propagate_backward_time: 76.9900512695, weight_update_time: 0.1519108415, other_time: 3.2455596924
epoch time: 11.6640958786s, input_fired_time: 0.3613817394, output_fired_time: 0.0000000000, propagate_forward_time: 10.5484294891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7542848587
validation[          , genome  5555] predictions:    9663/  10000 (96.63%), best:    9726/10000 (97.26%), error:      1107.89868, best error:       892.72913 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 139.3928833008s, input_fired_time: 0.8903932571, output_fired_time: 0.8412724733, propagate_forward_time: 53.0440330505, propagate_backward_time: 81.1222381592, weight_update_time: 0.1511410922, other_time: 3.4949340820
epoch time: 11.4557275772s, input_fired_time: 0.1187424660, output_fired_time: 0.0000000000, propagate_forward_time: 10.5839548111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7530298233
validation[          , genome  5555] predictions:    9742/  10000 (97.42%), best:    9726/10000 (97.26%), error:       895.21106, best error:       892.72913 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 139.6158294678s, input_fired_time: 1.3904604912, output_fired_time: 1.3404380083, propagate_forward_time: 52.6795120239, propagate_backward_time: 80.9679489136, weight_update_time: 0.3972305357, other_time: 3.2374725342
epoch time: 11.4684743881s, input_fired_time: 0.1121670231, output_fired_time: 0.0000000000, propagate_forward_time: 10.8575277328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4987792969
validation[          , genome  5555] predictions:    9735/  10000 (97.35%), best:    9726/10000 (97.26%), error:       892.89325, best error:       892.72913 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 139.6813812256s, input_fired_time: 1.1449782848, output_fired_time: 0.8456722498, propagate_forward_time: 55.1382369995, propagate_backward_time: 79.0578460693, weight_update_time: 0.1460959762, other_time: 3.4946517944
epoch time: 11.3328332901s, input_fired_time: 0.1126832664, output_fired_time: 0.0000000000, propagate_forward_time: 10.7246532440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4954967499
validation[          , genome  5555] predictions:    9716/  10000 (97.16%), best:    9726/10000 (97.26%), error:       965.81348, best error:       892.72913 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 138.1804809570s, input_fired_time: 1.3879398108, output_fired_time: 1.0868988037, propagate_forward_time: 49.2858772278, propagate_backward_time: 81.9351806641, weight_update_time: 0.3962691426, other_time: 4.4845886230
epoch time: 11.2165441513s, input_fired_time: 0.1092779711, output_fired_time: 0.0000000000, propagate_forward_time: 10.6204013824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4868650436
validation[          , genome  5555] predictions:    9687/  10000 (96.87%), best:    9726/10000 (97.26%), error:       989.03186, best error:       892.72913 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 140.0578308105s, input_fired_time: 1.1487026215, output_fired_time: 1.0910136700, propagate_forward_time: 54.1889114380, propagate_backward_time: 79.8621597290, weight_update_time: 0.1472370327, other_time: 3.7670440674
epoch time: 11.3623037338s, input_fired_time: 0.3624842465, output_fired_time: 0.0000000000, propagate_forward_time: 10.5032052994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966144562
validation[          , genome  5555] predictions:    9701/  10000 (97.01%), best:    9726/10000 (97.26%), error:       964.69672, best error:       892.72913 on epoch:    44, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 139.8541717529s, input_fired_time: 1.1741874218, output_fired_time: 1.0902969837, propagate_forward_time: 53.7332534790, propagate_backward_time: 79.6168060303, weight_update_time: 0.1479360014, other_time: 4.2396163940
epoch time: 11.5877876282s, input_fired_time: 0.1116303355, output_fired_time: 0.0000000000, propagate_forward_time: 10.9783124924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4978446960
validation[          , genome  5555] predictions:    9728/  10000 (97.28%), best:    9726/10000 (97.26%), error:       918.18750, best error:       892.72913 on epoch:    44, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 139.5720825195s, input_fired_time: 1.1409149170, output_fired_time: 1.8479070663, propagate_forward_time: 51.1047554016, propagate_backward_time: 81.9928665161, weight_update_time: 0.1473286301, other_time: 3.4856491089
epoch time: 11.1748867035s, input_fired_time: 0.3592343032, output_fired_time: 0.0000000000, propagate_forward_time: 10.3274469376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4882059097
validation[          , genome  5555] predictions:    9626/  10000 (96.26%), best:    9726/10000 (97.26%), error:      1216.19019, best error:       892.72913 on epoch:    44, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 140.6992340088s, input_fired_time: 0.8967257738, output_fired_time: 0.8400108218, propagate_forward_time: 55.3413009644, propagate_backward_time: 79.3491516113, weight_update_time: 0.6488564610, other_time: 4.2720413208
epoch time: 11.4787979126s, input_fired_time: 0.1170241982, output_fired_time: 0.0000000000, propagate_forward_time: 10.8499832153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5117902756
validation[          , genome  5555] predictions:    9706/  10000 (97.06%), best:    9726/10000 (97.26%), error:       935.63306, best error:       892.72913 on epoch:    44, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 139.4868469238s, input_fired_time: 1.1431462765, output_fired_time: 0.8527871966, propagate_forward_time: 51.0164985657, propagate_backward_time: 82.4892730713, weight_update_time: 0.1495477408, other_time: 3.9851531982
epoch time: 11.6008281708s, input_fired_time: 0.1134514436, output_fired_time: 0.0000000000, propagate_forward_time: 10.2398338318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2475433350
validation[          , genome  5555] predictions:    9684/  10000 (96.84%), best:    9726/10000 (97.26%), error:      1047.23328, best error:       892.72913 on epoch:    44, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 139.5281829834s, input_fired_time: 1.4029322863, output_fired_time: 1.0940827131, propagate_forward_time: 55.4889869690, propagate_backward_time: 77.8027496338, weight_update_time: 0.1466654390, other_time: 3.7394256592
epoch time: 11.6612625122s, input_fired_time: 0.1121039987, output_fired_time: 0.0000000000, propagate_forward_time: 11.0467262268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5024318695
validation[          , genome  5555] predictions:    9725/  10000 (97.25%), best:    9726/10000 (97.26%), error:       899.16187, best error:       892.72913 on epoch:    44, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 140.3031768799s, input_fired_time: 1.3965969086, output_fired_time: 1.3436822891, propagate_forward_time: 54.2661132813, propagate_backward_time: 79.8026504517, weight_update_time: 0.1469717622, other_time: 3.4941329956
epoch time: 11.6747293472s, input_fired_time: 0.3681409359, output_fired_time: 0.0000000000, propagate_forward_time: 10.7967128754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5098752975
validation[          , genome  5555] predictions:    9717/  10000 (97.17%), best:    9726/10000 (97.26%), error:       953.83246, best error:       892.72913 on epoch:    44, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 139.3470001221s, input_fired_time: 0.8942314386, output_fired_time: 1.3424453735, propagate_forward_time: 52.5151138306, propagate_backward_time: 81.1001281738, weight_update_time: 0.1479560733, other_time: 3.4950790405
epoch time: 11.3525314331s, input_fired_time: 0.1128153726, output_fired_time: 0.0000000000, propagate_forward_time: 10.2428798676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9968366623
validation[          , genome  5555] predictions:    9714/  10000 (97.14%), best:    9726/10000 (97.26%), error:       969.88885, best error:       892.72913 on epoch:    44, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 140.0045013428s, input_fired_time: 0.8938980699, output_fired_time: 0.8415403962, propagate_forward_time: 54.7147331238, propagate_backward_time: 79.5569534302, weight_update_time: 0.1483647376, other_time: 3.9973678589
epoch time: 11.6219882965s, input_fired_time: 0.3623433113, output_fired_time: 0.0000000000, propagate_forward_time: 10.7675714493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4920740128
validation[          , genome  5555] predictions:    9733/  10000 (97.33%), best:    9726/10000 (97.26%), error:       903.82947, best error:       892.72913 on epoch:    44, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 139.8775634766s, input_fired_time: 1.1478611231, output_fired_time: 1.0934127569, propagate_forward_time: 52.7579536438, propagate_backward_time: 80.8820724487, weight_update_time: 0.1485809535, other_time: 3.9962692261
epoch time: 11.3198757172s, input_fired_time: 0.3627362251, output_fired_time: 0.0000000000, propagate_forward_time: 10.4614191055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957208633
validation[          , genome  5555] predictions:    9682/  10000 (96.82%), best:    9726/10000 (97.26%), error:      1052.64307, best error:       892.72913 on epoch:    44, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 131.4736785889s, input_fired_time: 0.8643219471, output_fired_time: 0.7960559726, propagate_forward_time: 48.7952003479, propagate_backward_time: 78.1159439087, weight_update_time: 0.1415756196, other_time: 2.9021682739
epoch time: 10.5139551163s, input_fired_time: 0.1070265844, output_fired_time: 0.0000000000, propagate_forward_time: 9.6768579483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7300701141
validation[          , genome  5555] predictions:    9679/  10000 (96.79%), best:    9726/10000 (97.26%), error:      1069.85840, best error:       892.72913 on epoch:    44, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 131.1233520508s, input_fired_time: 1.6071100235, output_fired_time: 1.0488046408, propagate_forward_time: 48.4758567810, propagate_backward_time: 75.8398361206, weight_update_time: 0.1434618682, other_time: 4.1517410278
epoch time: 10.5405826569s, input_fired_time: 0.1076221839, output_fired_time: 0.0000000000, propagate_forward_time: 9.7068376541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7261228561
validation[          , genome  5555] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       916.08850, best error:       892.72913 on epoch:    44, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 102.1108322144s, input_fired_time: 0.8271883726, output_fired_time: 0.7492464185, propagate_forward_time: 38.0363922119, propagate_backward_time: 59.4836654663, weight_update_time: 0.1328474879, other_time: 3.0143432617
epoch time: 6.9993176460s, input_fired_time: 0.0990083814, output_fired_time: 0.0000000000, propagate_forward_time: 6.4624066353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379024506
validation[          , genome  5555] predictions:    9671/  10000 (96.71%), best:    9726/10000 (97.26%), error:      1020.58191, best error:       892.72913 on epoch:    44, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 85.5821533203s, input_fired_time: 0.7910397053, output_fired_time: 0.7033287287, propagate_forward_time: 32.3218345642, propagate_backward_time: 49.3384704590, weight_update_time: 0.1263432652, other_time: 2.4274787903
epoch time: 7.1252737045s, input_fired_time: 0.0986145288, output_fired_time: 0.0000000000, propagate_forward_time: 6.5869879723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396710396
validation[          , genome  5555] predictions:    9708/  10000 (97.08%), best:    9726/10000 (97.26%), error:       982.93402, best error:       892.72913 on epoch:    44, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 85.2151870728s, input_fired_time: 0.8027776480, output_fired_time: 0.6997004747, propagate_forward_time: 32.3590049744, propagate_backward_time: 48.9233741760, weight_update_time: 0.1276543289, other_time: 2.4303283691
epoch time: 6.9945726395s, input_fired_time: 0.0979815349, output_fired_time: 0.0000000000, propagate_forward_time: 6.4658546448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307365417
validation[          , genome  5555] predictions:    9723/  10000 (97.23%), best:    9726/10000 (97.26%), error:       944.48590, best error:       892.72913 on epoch:    44, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 85.4265670776s, input_fired_time: 0.7933525443, output_fired_time: 0.7000321150, propagate_forward_time: 32.4658775330, propagate_backward_time: 49.0490188599, weight_update_time: 0.1257804781, other_time: 2.4182853699
epoch time: 7.1905412674s, input_fired_time: 0.0987292975, output_fired_time: 0.0000000000, propagate_forward_time: 6.6461186409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456934929
validation[          , genome  5555] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       839.75763, best error:       839.75763 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 84.2507934570s, input_fired_time: 0.7860077024, output_fired_time: 0.6938392520, propagate_forward_time: 31.7293167114, propagate_backward_time: 48.6461029053, weight_update_time: 0.1252488643, other_time: 2.3955230713
epoch time: 7.0369291306s, input_fired_time: 0.0985039473, output_fired_time: 0.0000000000, propagate_forward_time: 6.4975881577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408369064
validation[          , genome  5555] predictions:    9703/  10000 (97.03%), best:    9746/10000 (97.46%), error:       947.34009, best error:       839.75763 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 85.4917526245s, input_fired_time: 0.7960665226, output_fired_time: 0.7028468847, propagate_forward_time: 32.3689346313, propagate_backward_time: 49.2076988220, weight_update_time: 0.1257742196, other_time: 2.4162025452
epoch time: 7.0970830917s, input_fired_time: 0.0991651341, output_fired_time: 0.0000000000, propagate_forward_time: 6.5531253815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4447927475
validation[          , genome  5555] predictions:    9736/  10000 (97.36%), best:    9746/10000 (97.46%), error:       899.78772, best error:       839.75763 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 85.1863937378s, input_fired_time: 0.7936554551, output_fired_time: 0.6983636618, propagate_forward_time: 32.3503189087, propagate_backward_time: 48.9281692505, weight_update_time: 0.1261732578, other_time: 2.4158859253
epoch time: 6.9542250633s, input_fired_time: 0.0963565037, output_fired_time: 0.0000000000, propagate_forward_time: 6.4214992523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363694191
validation[          , genome  5555] predictions:    9739/  10000 (97.39%), best:    9746/10000 (97.46%), error:       874.66791, best error:       839.75763 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 86.2388458252s, input_fired_time: 0.8079844117, output_fired_time: 0.7063303590, propagate_forward_time: 32.5927162170, propagate_backward_time: 49.7105216980, weight_update_time: 0.1279535443, other_time: 2.4212951660
epoch time: 7.1401653290s, input_fired_time: 0.0987308174, output_fired_time: 0.0000000000, propagate_forward_time: 6.5959649086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4454693794
validation[          , genome  5555] predictions:    9696/  10000 (96.96%), best:    9746/10000 (97.46%), error:      1003.35834, best error:       839.75763 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 85.9138336182s, input_fired_time: 0.8066952229, output_fired_time: 0.7059510350, propagate_forward_time: 32.5066261292, propagate_backward_time: 49.4735336304, weight_update_time: 0.1259976476, other_time: 2.4210319519
epoch time: 7.0010404587s, input_fired_time: 0.0981264412, output_fired_time: 0.0000000000, propagate_forward_time: 6.4652609825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376530647
validation[          , genome  5555] predictions:    9734/  10000 (97.34%), best:    9746/10000 (97.46%), error:       912.96472, best error:       839.75763 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 84.5464553833s, input_fired_time: 0.7910206914, output_fired_time: 0.6936686635, propagate_forward_time: 32.1501235962, propagate_backward_time: 48.5136337280, weight_update_time: 0.1253522635, other_time: 2.3980026245
epoch time: 7.0742979050s, input_fired_time: 0.0987717509, output_fired_time: 0.0000000000, propagate_forward_time: 6.5335164070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420099258
validation[          , genome  5555] predictions:    9729/  10000 (97.29%), best:    9746/10000 (97.46%), error:       902.25916, best error:       839.75763 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 85.8802795410s, input_fired_time: 0.7983155847, output_fired_time: 0.7039907575, propagate_forward_time: 32.4664649963, propagate_backward_time: 49.4742774963, weight_update_time: 0.1273614168, other_time: 2.4372329712
epoch time: 6.9315962791s, input_fired_time: 0.0977838263, output_fired_time: 0.0000000000, propagate_forward_time: 6.3995089531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343032837
validation[          , genome  5555] predictions:    9739/  10000 (97.39%), best:    9746/10000 (97.46%), error:       901.18652, best error:       839.75763 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 84.8864593506s, input_fired_time: 0.7931659222, output_fired_time: 0.7025600076, propagate_forward_time: 32.1270446777, propagate_backward_time: 48.8649520874, weight_update_time: 0.1242967471, other_time: 2.3987350464
epoch time: 7.1136078835s, input_fired_time: 0.0993596837, output_fired_time: 0.0000000000, propagate_forward_time: 6.5687208176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455275536
validation[          , genome  5555] predictions:    9710/  10000 (97.10%), best:    9746/10000 (97.46%), error:       911.35657, best error:       839.75763 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 85.0546722412s, input_fired_time: 0.7940480113, output_fired_time: 0.7031299472, propagate_forward_time: 32.1933250427, propagate_backward_time: 48.9518623352, weight_update_time: 0.1261261851, other_time: 2.4123077393
epoch time: 6.8941884041s, input_fired_time: 0.0975369737, output_fired_time: 0.0000000000, propagate_forward_time: 6.3623480797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343032837
validation[          , genome  5555] predictions:    9727/  10000 (97.27%), best:    9746/10000 (97.46%), error:       910.21948, best error:       839.75763 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 85.1245727539s, input_fired_time: 0.7948534489, output_fired_time: 0.7015125155, propagate_forward_time: 32.2881431580, propagate_backward_time: 48.9329185486, weight_update_time: 0.1260503680, other_time: 2.4071426392
epoch time: 7.1796221733s, input_fired_time: 0.1007768437, output_fired_time: 0.0000000000, propagate_forward_time: 6.6322960854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4465494156
validation[          , genome  5555] predictions:    9713/  10000 (97.13%), best:    9746/10000 (97.46%), error:       921.05743, best error:       839.75763 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 85.2791290283s, input_fired_time: 0.7990590334, output_fired_time: 0.6998105645, propagate_forward_time: 32.3219833374, propagate_backward_time: 49.0482101440, weight_update_time: 0.1263759732, other_time: 2.4100646973
epoch time: 6.8427219391s, input_fired_time: 0.0963600650, output_fired_time: 0.0000000000, propagate_forward_time: 6.3103508949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4360108376
validation[          , genome  5555] predictions:    9749/  10000 (97.49%), best:    9746/10000 (97.46%), error:       854.08020, best error:       839.75763 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 84.5502471924s, input_fired_time: 0.7936689258, output_fired_time: 0.6953395605, propagate_forward_time: 32.1028480530, propagate_backward_time: 48.5651817322, weight_update_time: 0.1246373281, other_time: 2.3932037354
epoch time: 6.8864326477s, input_fired_time: 0.0963262543, output_fired_time: 0.0000000000, propagate_forward_time: 6.3570399284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330663681
validation[          , genome  5555] predictions:    9698/  10000 (96.98%), best:    9746/10000 (97.46%), error:       959.28430, best error:       839.75763 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 85.9490737915s, input_fired_time: 0.8024042249, output_fired_time: 0.7093395591, propagate_forward_time: 32.7107658386, propagate_backward_time: 49.3047142029, weight_update_time: 0.1264068037, other_time: 2.4218444824
epoch time: 7.0768442154s, input_fired_time: 0.0993791521, output_fired_time: 0.0000000000, propagate_forward_time: 6.5308322906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466328621
validation[          , genome  5555] predictions:    9726/  10000 (97.26%), best:    9746/10000 (97.46%), error:       914.07141, best error:       839.75763 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 85.0092239380s, input_fired_time: 0.7979394197, output_fired_time: 0.6968046427, propagate_forward_time: 32.1812133789, propagate_backward_time: 48.9265823364, weight_update_time: 0.1256190985, other_time: 2.4066772461
epoch time: 6.8131275177s, input_fired_time: 0.0965654477, output_fired_time: 0.0000000000, propagate_forward_time: 6.2827978134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337644577
validation[          , genome  5555] predictions:    9722/  10000 (97.22%), best:    9746/10000 (97.46%), error:       903.14319, best error:       839.75763 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 85.0441131592s, input_fired_time: 0.7968818545, output_fired_time: 0.7053886652, propagate_forward_time: 32.1860771179, propagate_backward_time: 48.9416389465, weight_update_time: 0.1255504191, other_time: 2.4141235352
epoch time: 6.9342589378s, input_fired_time: 0.0975994915, output_fired_time: 0.0000000000, propagate_forward_time: 6.4020361900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346232414
validation[          , genome  5555] predictions:    9741/  10000 (97.41%), best:    9746/10000 (97.46%), error:       896.21436, best error:       839.75763 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 85.2847518921s, input_fired_time: 0.7981051207, output_fired_time: 0.7011926174, propagate_forward_time: 32.4520721436, propagate_backward_time: 48.9180984497, weight_update_time: 0.1265937537, other_time: 2.4152832031
epoch time: 6.8443965912s, input_fired_time: 0.0971416086, output_fired_time: 0.0000000000, propagate_forward_time: 6.3225536346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4247012138
validation[          , genome  5555] predictions:    9741/  10000 (97.41%), best:    9746/10000 (97.46%), error:       876.37842, best error:       839.75763 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 85.5618820190s, input_fired_time: 0.7985799313, output_fired_time: 0.7039780617, propagate_forward_time: 32.4108543396, propagate_backward_time: 49.2321510315, weight_update_time: 0.1262214035, other_time: 2.4163208008
epoch time: 6.9807124138s, input_fired_time: 0.0982566029, output_fired_time: 0.0000000000, propagate_forward_time: 6.4469947815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354610443
validation[          , genome  5555] predictions:    9717/  10000 (97.17%), best:    9746/10000 (97.46%), error:       933.53210, best error:       839.75763 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 86.5258407593s, input_fired_time: 0.8023070693, output_fired_time: 0.7136341333, propagate_forward_time: 32.8002281189, propagate_backward_time: 49.7641601563, weight_update_time: 0.1307242215, other_time: 2.4455146790
epoch time: 7.2338061333s, input_fired_time: 0.0988562852, output_fired_time: 0.0000000000, propagate_forward_time: 6.6742911339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4606585503
validation[          , genome  5555] predictions:    9625/  10000 (96.25%), best:    9746/10000 (97.46%), error:      1199.71973, best error:       839.75763 on epoch:    79, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 88.1678466797s, input_fired_time: 0.8187411427, output_fired_time: 0.7174271941, propagate_forward_time: 33.4435958862, propagate_backward_time: 50.7222709656, weight_update_time: 0.1282182485, other_time: 2.4658088684
epoch time: 6.9875788689s, input_fired_time: 0.0984895900, output_fired_time: 0.0000000000, propagate_forward_time: 6.4491910934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398980141
validation[          , genome  5555] predictions:    9717/  10000 (97.17%), best:    9746/10000 (97.46%), error:       929.11823, best error:       839.75763 on epoch:    79, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 85.3425445557s, input_fired_time: 0.7943545580, output_fired_time: 0.6974669695, propagate_forward_time: 32.2755546570, propagate_backward_time: 49.1470222473, weight_update_time: 0.1271668524, other_time: 2.4281463623
epoch time: 7.2493844032s, input_fired_time: 0.0995476767, output_fired_time: 0.0000000000, propagate_forward_time: 6.6980938911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4517426491
validation[          , genome  5555] predictions:    9664/  10000 (96.64%), best:    9746/10000 (97.46%), error:      1093.14490, best error:       839.75763 on epoch:    79, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 86.1398239136s, input_fired_time: 0.8069708347, output_fired_time: 0.7065275908, propagate_forward_time: 32.6132049561, propagate_backward_time: 49.5885047913, weight_update_time: 0.1264032125, other_time: 2.4246177673
epoch time: 6.9752497673s, input_fired_time: 0.0982545465, output_fired_time: 0.0000000000, propagate_forward_time: 6.4384117126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385833740
validation[          , genome  5555] predictions:    9715/  10000 (97.15%), best:    9746/10000 (97.46%), error:       947.39929, best error:       839.75763 on epoch:    79, 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: 35.2303352356s, input_fired_time: 0.4917216599, output_fired_time: 0.0000000000, propagate_forward_time: 32.4452934265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2933197021
best training[          , genome  5555] predictions:   49402/  50000 (98.80%), best:    9746/10000 (97.46%), error:      2256.19580, best error:       839.75763 on epoch:    79, 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: 7.2093777657s, input_fired_time: 0.0980132818, output_fired_time: 0.0000000000, propagate_forward_time: 6.6663393974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4450249672
   testing[          , genome  5555] predictions:    9762/  10000 (97.62%), best:    9746/10000 (97.46%), error:       784.92432, best error:       839.75763 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:13:11 (6516): called boinc_finish(0)

</stderr_txt>
]]>