Nameexact_genome_1512568488_42_5896_0
Workunit2600733
Created7 Dec 2017, 16:56:53 UTC
Sent7 Dec 2017, 17:02:38 UTC
Report deadline11 Dec 2017, 5:27:57 UTC
Received7 Dec 2017, 23:43:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 7 min 54 sec
CPU time1 hours 7 min 48 sec
Validate stateValid
Credit879.40
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.28 MB
Peak swap size153.17 MB
Peak disk usage1.18 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
7, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 35.8176765442s, input_fired_time: 0.6218881607, output_fired_time: 0.4050864279, propagate_forward_time: 14.2678308487, propagate_backward_time: 19.0093841553, weight_update_time: 0.0606224872, other_time: 1.5134887695
epoch time: 3.1811766624s, input_fired_time: 0.0629149303, output_fired_time: 0.0000000000, propagate_forward_time: 2.8536331654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2646286488
validation[          , genome  5896] predictions:    9567/  10000 (95.67%), best:    9654/10000 (96.54%), error:      1399.21985, best error:      1207.19604 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 35.8836250305s, input_fired_time: 0.6211742163, output_fired_time: 0.4052579105, propagate_forward_time: 14.3008871078, propagate_backward_time: 19.0388946533, weight_update_time: 0.0605841093, other_time: 1.5174102783
epoch time: 3.1859483719s, input_fired_time: 0.0668377951, output_fired_time: 0.0000000000, propagate_forward_time: 2.8517844677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2673261166
validation[          , genome  5896] predictions:    9602/  10000 (96.02%), best:    9654/10000 (96.54%), error:      1257.61108, best error:      1207.19604 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 35.7992858887s, input_fired_time: 0.6247169375, output_fired_time: 0.4051437378, propagate_forward_time: 14.2671985626, propagate_backward_time: 19.0070762634, weight_update_time: 0.0601608567, other_time: 1.4951496124
epoch time: 3.8855028152s, input_fired_time: 0.0759075209, output_fired_time: 0.0000000000, propagate_forward_time: 3.4988198280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107755184
validation[          , genome  5896] predictions:    9647/  10000 (96.47%), best:    9654/10000 (96.54%), error:      1216.41870, best error:      1207.19604 on epoch:     7, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 39.0352287292s, input_fired_time: 0.6558388472, output_fired_time: 0.4344933331, propagate_forward_time: 15.7202053070, propagate_backward_time: 20.6159820557, weight_update_time: 0.0655623153, other_time: 1.6087093353
epoch time: 3.6663098335s, input_fired_time: 0.0722805113, output_fired_time: 0.0000000000, propagate_forward_time: 3.3038156033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2902138233
validation[          , genome  5896] predictions:    9629/  10000 (96.29%), best:    9654/10000 (96.54%), error:      1236.07874, best error:      1207.19604 on epoch:     7, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 36.6008720398s, input_fired_time: 0.6314668059, output_fired_time: 0.4109447598, propagate_forward_time: 14.6322708130, propagate_backward_time: 19.4121761322, weight_update_time: 0.0623510368, other_time: 1.5140132904
epoch time: 3.1797113419s, input_fired_time: 0.0701137632, output_fired_time: 0.0000000000, propagate_forward_time: 2.8482916355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2613060474
validation[          , genome  5896] predictions:    9632/  10000 (96.32%), best:    9654/10000 (96.54%), error:      1248.08118, best error:      1207.19604 on epoch:     7, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 37.1657638550s, input_fired_time: 0.6414878368, output_fired_time: 0.4155385494, propagate_forward_time: 14.8925695419, propagate_backward_time: 19.6809558868, weight_update_time: 0.0626505688, other_time: 1.5352115631
epoch time: 3.9897985458s, input_fired_time: 0.0765704513, output_fired_time: 0.0000000000, propagate_forward_time: 3.6021537781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3110742569
validation[          , genome  5896] predictions:    9648/  10000 (96.48%), best:    9654/10000 (96.54%), error:      1225.27234, best error:      1207.19604 on epoch:     7, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 36.3325767517s, input_fired_time: 0.6340838671, output_fired_time: 0.4079986811, propagate_forward_time: 14.5182580948, propagate_backward_time: 19.2628517151, weight_update_time: 0.0610446855, other_time: 1.5093879700
epoch time: 3.1769006252s, input_fired_time: 0.0629560947, output_fired_time: 0.0000000000, propagate_forward_time: 2.8486926556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652518749
validation[          , genome  5896] predictions:    9649/  10000 (96.49%), best:    9649/10000 (96.49%), error:      1205.88269, best error:      1205.88269 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 36.7682418823s, input_fired_time: 0.6357138753, output_fired_time: 0.4128933549, propagate_forward_time: 14.7186241150, propagate_backward_time: 19.4385490417, weight_update_time: 0.0617065020, other_time: 1.5624580383
epoch time: 3.6066684723s, input_fired_time: 0.0786691606, output_fired_time: 0.0000000000, propagate_forward_time: 3.2321374416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2958619595
validation[          , genome  5896] predictions:    9605/  10000 (96.05%), best:    9649/10000 (96.49%), error:      1305.12158, best error:      1205.88269 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 36.8966865540s, input_fired_time: 0.6457152963, output_fired_time: 0.4176844656, propagate_forward_time: 14.7432785034, propagate_backward_time: 19.5065250397, weight_update_time: 0.0628629997, other_time: 1.5834865570
epoch time: 3.1910078526s, input_fired_time: 0.0630568564, output_fired_time: 0.0000000000, propagate_forward_time: 2.8534784317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744724751
validation[          , genome  5896] predictions:    9623/  10000 (96.23%), best:    9623/10000 (96.23%), error:      1178.31726, best error:      1178.31726 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 38.0540390015s, input_fired_time: 0.6555535197, output_fired_time: 0.4239309132, propagate_forward_time: 15.2742853165, propagate_backward_time: 20.0851936340, weight_update_time: 0.0638776273, other_time: 1.6150779724
epoch time: 3.1895458698s, input_fired_time: 0.0699650273, output_fired_time: 0.0000000000, propagate_forward_time: 2.8516874313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2678933144
validation[          , genome  5896] predictions:    9647/  10000 (96.47%), best:    9623/10000 (96.23%), error:      1178.49097, best error:      1178.31726 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 36.0413742065s, input_fired_time: 0.6417478323, output_fired_time: 0.4058715999, propagate_forward_time: 14.3626785278, propagate_backward_time: 19.0989418030, weight_update_time: 0.0604693852, other_time: 1.5321350098
epoch time: 3.1839966774s, input_fired_time: 0.0649614632, output_fired_time: 0.0000000000, propagate_forward_time: 2.8497743607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2692608833
validation[          , genome  5896] predictions:    9614/  10000 (96.14%), best:    9623/10000 (96.23%), error:      1368.23425, best error:      1178.31726 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 38.3738212585s, input_fired_time: 0.6638055444, output_fired_time: 0.4272392988, propagate_forward_time: 15.4131269455, propagate_backward_time: 20.2504844666, weight_update_time: 0.0651198700, other_time: 1.6191635132
epoch time: 3.1971833706s, input_fired_time: 0.0644492060, output_fired_time: 0.0000000000, propagate_forward_time: 2.8649108410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2678232193
validation[          , genome  5896] predictions:    9681/  10000 (96.81%), best:    9681/10000 (96.81%), error:      1080.00269, best error:      1080.00269 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 37.7643585205s, input_fired_time: 0.6511745453, output_fired_time: 0.4230550826, propagate_forward_time: 15.1414184570, propagate_backward_time: 19.9797439575, weight_update_time: 0.0654895231, other_time: 1.5689659119
epoch time: 3.9490981102s, input_fired_time: 0.0763361230, output_fired_time: 0.0000000000, propagate_forward_time: 3.5600166321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3127453327
validation[          , genome  5896] predictions:    9662/  10000 (96.62%), best:    9681/10000 (96.81%), error:      1129.27783, best error:      1080.00269 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 37.2847099304s, input_fired_time: 0.6465141177, output_fired_time: 0.4191498756, propagate_forward_time: 14.8962106705, propagate_backward_time: 19.7434349060, weight_update_time: 0.0653622970, other_time: 1.5793991089
epoch time: 3.3140938282s, input_fired_time: 0.0663017482, output_fired_time: 0.0000000000, propagate_forward_time: 2.9712569714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2765350342
validation[          , genome  5896] predictions:    9679/  10000 (96.79%), best:    9681/10000 (96.81%), error:      1101.60339, best error:      1080.00269 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 36.6106872559s, input_fired_time: 0.6428432465, output_fired_time: 0.4118599892, propagate_forward_time: 14.6029167175, propagate_backward_time: 19.3740825653, weight_update_time: 0.0646761134, other_time: 1.5789813995
epoch time: 3.2403652668s, input_fired_time: 0.0659078211, output_fired_time: 0.0000000000, propagate_forward_time: 2.9053509235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2691066265
validation[          , genome  5896] predictions:    9672/  10000 (96.72%), best:    9681/10000 (96.81%), error:      1097.35046, best error:      1080.00269 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 36.9365005493s, input_fired_time: 0.6494980454, output_fired_time: 0.4163443148, propagate_forward_time: 14.7248401642, propagate_backward_time: 19.5725383759, weight_update_time: 0.0650149882, other_time: 1.5732803345
epoch time: 3.4177081585s, input_fired_time: 0.0718092620, output_fired_time: 0.0000000000, propagate_forward_time: 3.0680310726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2778677940
validation[          , genome  5896] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       991.02496, best error:       991.02496 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 37.1950988770s, input_fired_time: 0.6496692300, output_fired_time: 0.4183439910, propagate_forward_time: 14.8328952789, propagate_backward_time: 19.7172508240, weight_update_time: 0.0653233230, other_time: 1.5769405365
epoch time: 3.5624153614s, input_fired_time: 0.0740178078, output_fired_time: 0.0000000000, propagate_forward_time: 3.1985244751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2898731232
validation[          , genome  5896] predictions:    9478/  10000 (94.78%), best:    9704/10000 (97.04%), error:      1719.79834, best error:       991.02496 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 36.5316047668s, input_fired_time: 0.6535938382, output_fired_time: 0.4104686379, propagate_forward_time: 14.5677480698, propagate_backward_time: 19.3564205170, weight_update_time: 0.0642152950, other_time: 1.5433712006
epoch time: 3.3073015213s, input_fired_time: 0.0713451505, output_fired_time: 0.0000000000, propagate_forward_time: 2.9644880295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2714684010
validation[          , genome  5896] predictions:    9662/  10000 (96.62%), best:    9704/10000 (97.04%), error:      1120.37305, best error:       991.02496 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 38.5811882019s, input_fired_time: 0.6665163636, output_fired_time: 0.4310857952, propagate_forward_time: 15.4429769516, propagate_backward_time: 20.4340229034, weight_update_time: 0.0666078776, other_time: 1.6065845490
epoch time: 3.1977906227s, input_fired_time: 0.0718223825, output_fired_time: 0.0000000000, propagate_forward_time: 2.8595154285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2664527893
validation[          , genome  5896] predictions:    9681/  10000 (96.81%), best:    9704/10000 (97.04%), error:      1058.58130, best error:       991.02496 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 36.3469924927s, input_fired_time: 0.6476984620, output_fired_time: 0.4099421799, propagate_forward_time: 14.4828786850, propagate_backward_time: 19.2705326080, weight_update_time: 0.0637660772, other_time: 1.5359401703
epoch time: 3.3354504108s, input_fired_time: 0.0673276335, output_fired_time: 0.0000000000, propagate_forward_time: 2.9937634468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2743592262
validation[          , genome  5896] predictions:    9618/  10000 (96.18%), best:    9704/10000 (97.04%), error:      1192.04077, best error:       991.02496 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 37.6138343811s, input_fired_time: 0.6623841524, output_fired_time: 0.4212251604, propagate_forward_time: 15.0678777695, propagate_backward_time: 19.8796081543, weight_update_time: 0.0659572333, other_time: 1.5827369690
epoch time: 3.3132748604s, input_fired_time: 0.0720968917, output_fired_time: 0.0000000000, propagate_forward_time: 2.9665713310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2746067047
validation[          , genome  5896] predictions:    9653/  10000 (96.53%), best:    9704/10000 (97.04%), error:      1160.33716, best error:       991.02496 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 36.5024032593s, input_fired_time: 0.6532589197, output_fired_time: 0.4128181636, propagate_forward_time: 14.5479917526, propagate_backward_time: 19.3468494415, weight_update_time: 0.0642906278, other_time: 1.5414829254
epoch time: 3.1729807854s, input_fired_time: 0.0645530149, output_fired_time: 0.0000000000, propagate_forward_time: 2.8491280079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2592997551
validation[          , genome  5896] predictions:    9635/  10000 (96.35%), best:    9704/10000 (97.04%), error:      1202.95569, best error:       991.02496 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 35.7514495850s, input_fired_time: 0.6396258473, output_fired_time: 0.4041936100, propagate_forward_time: 14.2443017960, propagate_backward_time: 18.9878463745, weight_update_time: 0.0603990667, other_time: 1.4754829407
epoch time: 3.1807971001s, input_fired_time: 0.0667881817, output_fired_time: 0.0000000000, propagate_forward_time: 2.8491330147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2648758888
validation[          , genome  5896] predictions:    9669/  10000 (96.69%), best:    9704/10000 (97.04%), error:      1098.13086, best error:       991.02496 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 35.7858276367s, input_fired_time: 0.6459596753, output_fired_time: 0.4044321179, propagate_forward_time: 14.2487306595, propagate_backward_time: 19.0109767914, weight_update_time: 0.0604416206, other_time: 1.4757328033
epoch time: 3.1907360554s, input_fired_time: 0.0701550767, output_fired_time: 0.0000000000, propagate_forward_time: 2.8572604656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633204460
validation[          , genome  5896] predictions:    9650/  10000 (96.50%), best:    9704/10000 (97.04%), error:      1207.05920, best error:       991.02496 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 36.2026786804s, input_fired_time: 0.6469406486, output_fired_time: 0.4089994133, propagate_forward_time: 14.4316997528, propagate_backward_time: 19.1867465973, weight_update_time: 0.0613766424, other_time: 1.5282897949
epoch time: 3.1842207909s, input_fired_time: 0.0720762312, output_fired_time: 0.0000000000, propagate_forward_time: 2.8487079144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2634365559
validation[          , genome  5896] predictions:    9658/  10000 (96.58%), best:    9704/10000 (97.04%), error:      1159.34814, best error:       991.02496 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 35.9920120239s, input_fired_time: 0.6412545443, output_fired_time: 0.4057751000, propagate_forward_time: 14.3296070099, propagate_backward_time: 19.1123886108, weight_update_time: 0.0606146604, other_time: 1.5029850006
epoch time: 3.1927547455s, input_fired_time: 0.0717022419, output_fired_time: 0.0000000000, propagate_forward_time: 2.8508346081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2702178955
validation[          , genome  5896] predictions:    9659/  10000 (96.59%), best:    9704/10000 (97.04%), error:      1112.98633, best error:       991.02496 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 36.9058494568s, input_fired_time: 0.6491581798, output_fired_time: 0.4162979722, propagate_forward_time: 14.7487506866, propagate_backward_time: 19.5312442780, weight_update_time: 0.0624037720, other_time: 1.5603981018
epoch time: 4.6088643074s, input_fired_time: 0.0885567963, output_fired_time: 0.0000000000, propagate_forward_time: 4.1688404083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514671326
validation[          , genome  5896] predictions:    9661/  10000 (96.61%), best:    9704/10000 (97.04%), error:      1140.45435, best error:       991.02496 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 37.5994033813s, input_fired_time: 0.6549671292, output_fired_time: 0.4207885265, propagate_forward_time: 15.0528497696, propagate_backward_time: 19.8805980682, weight_update_time: 0.0631399304, other_time: 1.5902004242
epoch time: 3.1900994778s, input_fired_time: 0.0730722696, output_fired_time: 0.0000000000, propagate_forward_time: 2.8509328365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660944462
validation[          , genome  5896] predictions:    9678/  10000 (96.78%), best:    9704/10000 (97.04%), error:      1057.59131, best error:       991.02496 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 36.3908348083s, input_fired_time: 0.6535140872, output_fired_time: 0.4101055264, propagate_forward_time: 14.5089216232, propagate_backward_time: 19.2796955109, weight_update_time: 0.0616550744, other_time: 1.5385951996
epoch time: 3.1897547245s, input_fired_time: 0.0702226087, output_fired_time: 0.0000000000, propagate_forward_time: 2.8513083458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2682237625
validation[          , genome  5896] predictions:    9682/  10000 (96.82%), best:    9704/10000 (97.04%), error:      1074.63452, best error:       991.02496 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 36.3746566772s, input_fired_time: 0.6483582258, output_fired_time: 0.4099275768, propagate_forward_time: 14.5212574005, propagate_backward_time: 19.2960662842, weight_update_time: 0.0614258684, other_time: 1.4990482330
epoch time: 3.1766462326s, input_fired_time: 0.0657780543, output_fired_time: 0.0000000000, propagate_forward_time: 2.8504743576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2603938580
validation[          , genome  5896] predictions:    9678/  10000 (96.78%), best:    9704/10000 (97.04%), error:      1065.65503, best error:       991.02496 on epoch:    29, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 35.7726211548s, input_fired_time: 0.6472033858, output_fired_time: 0.4031796455, propagate_forward_time: 14.2468967438, propagate_backward_time: 19.0030498505, weight_update_time: 0.0605663992, other_time: 1.4722938538
epoch time: 3.1812350750s, input_fired_time: 0.0717280880, output_fired_time: 0.0000000000, propagate_forward_time: 2.8493697643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2601373196
validation[          , genome  5896] predictions:    9657/  10000 (96.57%), best:    9704/10000 (97.04%), error:      1115.43335, best error:       991.02496 on epoch:    29, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 36.2604179382s, input_fired_time: 0.6528393030, output_fired_time: 0.4074244499, propagate_forward_time: 14.4776372910, propagate_backward_time: 19.2242813110, weight_update_time: 0.0637688190, other_time: 1.4982337952
epoch time: 3.3777599335s, input_fired_time: 0.0717273951, output_fired_time: 0.0000000000, propagate_forward_time: 3.0248312950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2812013626
validation[          , genome  5896] predictions:    9693/  10000 (96.93%), best:    9704/10000 (97.04%), error:      1078.92944, best error:       991.02496 on epoch:    29, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 36.2043533325s, input_fired_time: 0.6447862387, output_fired_time: 0.4071972668, propagate_forward_time: 14.4538249969, propagate_backward_time: 19.2036075592, weight_update_time: 0.0621941723, other_time: 1.4949378967
epoch time: 3.1774590015s, input_fired_time: 0.0712464750, output_fired_time: 0.0000000000, propagate_forward_time: 2.8489990234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2572135925
validation[          , genome  5896] predictions:    9652/  10000 (96.52%), best:    9704/10000 (97.04%), error:      1147.88062, best error:       991.02496 on epoch:    29, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 35.7530174255s, input_fired_time: 0.6519711614, output_fired_time: 0.4017237425, propagate_forward_time: 14.2431697845, propagate_backward_time: 19.0037021637, weight_update_time: 0.0619499758, other_time: 1.4524536133
epoch time: 3.1683011055s, input_fired_time: 0.0643677190, output_fired_time: 0.0000000000, propagate_forward_time: 2.8481826782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2557506561
validation[          , genome  5896] predictions:    9637/  10000 (96.37%), best:    9704/10000 (97.04%), error:      1195.95715, best error:       991.02496 on epoch:    29, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 35.7297477722s, input_fired_time: 0.6456224322, output_fired_time: 0.4009212852, propagate_forward_time: 14.2396097183, propagate_backward_time: 18.9980621338, weight_update_time: 0.0616604015, other_time: 1.4455337524
epoch time: 3.1816301346s, input_fired_time: 0.0709962323, output_fired_time: 0.0000000000, propagate_forward_time: 2.8499531746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2606806755
validation[          , genome  5896] predictions:    9661/  10000 (96.61%), best:    9704/10000 (97.04%), error:      1130.92188, best error:       991.02496 on epoch:    29, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 36.0211410522s, input_fired_time: 0.6506315470, output_fired_time: 0.4051330686, propagate_forward_time: 14.3545160294, propagate_backward_time: 19.1326656342, weight_update_time: 0.0623417385, other_time: 1.4781970978
epoch time: 3.1810114384s, input_fired_time: 0.0715958327, output_fired_time: 0.0000000000, propagate_forward_time: 2.8498742580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2595412731
validation[          , genome  5896] predictions:    9660/  10000 (96.60%), best:    9704/10000 (97.04%), error:      1101.65283, best error:       991.02496 on epoch:    29, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 35.8330955505s, input_fired_time: 0.6537564993, output_fired_time: 0.4019284546, propagate_forward_time: 14.2730541229, propagate_backward_time: 19.0443458557, weight_update_time: 0.0622219592, other_time: 1.4600124359
epoch time: 3.1739010811s, input_fired_time: 0.0670744255, output_fired_time: 0.0000000000, propagate_forward_time: 2.8484544754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2583720684
validation[          , genome  5896] predictions:    9674/  10000 (96.74%), best:    9704/10000 (97.04%), error:      1099.46838, best error:       991.02496 on epoch:    29, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 36.2451629639s, input_fired_time: 0.6550673246, output_fired_time: 0.4066724181, propagate_forward_time: 14.4698867798, propagate_backward_time: 19.2355289459, weight_update_time: 0.0629473478, other_time: 1.4780063629
epoch time: 3.1794934273s, input_fired_time: 0.0705689341, output_fired_time: 0.0000000000, propagate_forward_time: 2.8494994640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2594249249
validation[          , genome  5896] predictions:    9671/  10000 (96.71%), best:    9704/10000 (97.04%), error:      1089.37549, best error:       991.02496 on epoch:    29, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 39.1294250488s, input_fired_time: 0.6825661659, output_fired_time: 0.4336966574, propagate_forward_time: 15.7478675842, propagate_backward_time: 20.6693248749, weight_update_time: 0.0669106096, other_time: 1.5959682465
epoch time: 3.1812160015s, input_fired_time: 0.0709089637, output_fired_time: 0.0000000000, propagate_forward_time: 2.8497967720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2605102062
validation[          , genome  5896] predictions:    9666/  10000 (96.66%), best:    9704/10000 (97.04%), error:      1079.21472, best error:       991.02496 on epoch:    29, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 37.0352172852s, input_fired_time: 0.6577907801, output_fired_time: 0.4154534340, propagate_forward_time: 14.7882690430, propagate_backward_time: 19.6526546478, weight_update_time: 0.0640615821, other_time: 1.5210475922
epoch time: 3.2011373043s, input_fired_time: 0.0798595101, output_fired_time: 0.0000000000, propagate_forward_time: 2.8609287739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2603490353
validation[          , genome  5896] predictions:    9662/  10000 (96.62%), best:    9704/10000 (97.04%), error:      1133.35376, best error:       991.02496 on epoch:    29, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 35.9133453369s, input_fired_time: 0.6507449746, output_fired_time: 0.4043889046, propagate_forward_time: 14.3043174744, propagate_backward_time: 19.0677528381, weight_update_time: 0.0628321096, other_time: 1.4861412048
epoch time: 3.1890485287s, input_fired_time: 0.0677118450, output_fired_time: 0.0000000000, propagate_forward_time: 2.8596076965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2617290020
validation[          , genome  5896] predictions:    9707/  10000 (97.07%), best:    9704/10000 (97.04%), error:      1007.06207, best error:       991.02496 on epoch:    29, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 37.4110260010s, input_fired_time: 0.6680029035, output_fired_time: 0.4185279310, propagate_forward_time: 14.9716253281, propagate_backward_time: 19.8217620850, weight_update_time: 0.0648124889, other_time: 1.5311050415
epoch time: 3.2784323692s, input_fired_time: 0.0689680725, output_fired_time: 0.0000000000, propagate_forward_time: 2.9446432590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2648210526
validation[          , genome  5896] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       968.14783, best error:       968.14783 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 37.3496856689s, input_fired_time: 0.6673212647, output_fired_time: 0.4155878425, propagate_forward_time: 14.9596433640, propagate_backward_time: 19.7791500092, weight_update_time: 0.0649125800, other_time: 1.5279827118
epoch time: 3.1801691055s, input_fired_time: 0.0668812022, output_fired_time: 0.0000000000, propagate_forward_time: 2.8544220924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2588658333
validation[          , genome  5896] predictions:    9621/  10000 (96.21%), best:    9707/10000 (97.07%), error:      1280.11194, best error:       968.14783 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 36.0307426453s, input_fired_time: 0.6508433819, output_fired_time: 0.4055201411, propagate_forward_time: 14.3330745697, propagate_backward_time: 19.1628036499, weight_update_time: 0.0630133301, other_time: 1.4784984589
epoch time: 3.2796347141s, input_fired_time: 0.0728216767, output_fired_time: 0.0000000000, propagate_forward_time: 2.9382519722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2685611248
validation[          , genome  5896] predictions:    9692/  10000 (96.92%), best:    9707/10000 (97.07%), error:      1004.66174, best error:       968.14783 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 36.3348121643s, input_fired_time: 0.6566140056, output_fired_time: 0.4136753678, propagate_forward_time: 14.5058164597, propagate_backward_time: 19.2702732086, weight_update_time: 0.0634306073, other_time: 1.4884319305
epoch time: 3.2356860638s, input_fired_time: 0.0719191954, output_fired_time: 0.0000000000, propagate_forward_time: 2.8992950916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2644717693
validation[          , genome  5896] predictions:    9679/  10000 (96.79%), best:    9707/10000 (97.07%), error:      1026.54688, best error:       968.14783 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 36.5376243591s, input_fired_time: 0.6585545540, output_fired_time: 0.4086161554, propagate_forward_time: 14.5969047546, propagate_backward_time: 19.3829517365, weight_update_time: 0.0638566762, other_time: 1.4905986786
epoch time: 3.1758389473s, input_fired_time: 0.0694114119, output_fired_time: 0.0000000000, propagate_forward_time: 2.8487982750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2576291561
validation[          , genome  5896] predictions:    9647/  10000 (96.47%), best:    9707/10000 (97.07%), error:      1180.56091, best error:       968.14783 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 36.9467201233s, input_fired_time: 0.6648631692, output_fired_time: 0.4124293029, propagate_forward_time: 14.7673225403, propagate_backward_time: 19.6136188507, weight_update_time: 0.0641225800, other_time: 1.4884853363
epoch time: 3.1751573086s, input_fired_time: 0.0710695386, output_fired_time: 0.0000000000, propagate_forward_time: 2.8475701809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2565176487
validation[          , genome  5896] predictions:    9670/  10000 (96.70%), best:    9707/10000 (97.07%), error:      1124.05005, best error:       968.14783 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 36.2426872253s, input_fired_time: 0.6578871012, output_fired_time: 0.4061232209, propagate_forward_time: 14.4580345154, propagate_backward_time: 19.2471809387, weight_update_time: 0.0634069368, other_time: 1.4734611511
epoch time: 3.1915168762s, input_fired_time: 0.0709200799, output_fired_time: 0.0000000000, propagate_forward_time: 2.8578143120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2627825737
validation[          , genome  5896] predictions:    9686/  10000 (96.86%), best:    9707/10000 (97.07%), error:      1027.45435, best error:       968.14783 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 36.2086372375s, input_fired_time: 0.6581557989, output_fired_time: 0.4061395228, propagate_forward_time: 14.4282493591, propagate_backward_time: 19.2292213440, weight_update_time: 0.0634140670, other_time: 1.4868698120
epoch time: 3.1762018204s, input_fired_time: 0.0703421161, output_fired_time: 0.0000000000, propagate_forward_time: 2.8484995365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2573602200
validation[          , genome  5896] predictions:    9678/  10000 (96.78%), best:    9707/10000 (97.07%), error:      1076.38367, best error:       968.14783 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 36.0098381042s, input_fired_time: 0.6574283838, output_fired_time: 0.4041854739, propagate_forward_time: 14.3612623215, propagate_backward_time: 19.1302490234, weight_update_time: 0.0630228221, other_time: 1.4567108154
epoch time: 3.1762676239s, input_fired_time: 0.0708199069, output_fired_time: 0.0000000000, propagate_forward_time: 2.8483519554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2570958138
validation[          , genome  5896] predictions:    9686/  10000 (96.86%), best:    9707/10000 (97.07%), error:      1078.77588, best error:       968.14783 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 35.7651977539s, input_fired_time: 0.6459210515, output_fired_time: 0.4012096524, propagate_forward_time: 14.2440443039, propagate_backward_time: 19.0209026337, weight_update_time: 0.0630260482, other_time: 1.4531192780
epoch time: 3.1792011261s, input_fired_time: 0.0677084625, output_fired_time: 0.0000000000, propagate_forward_time: 2.8522732258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2592194080
validation[          , genome  5896] predictions:    9657/  10000 (96.57%), best:    9707/10000 (97.07%), error:      1094.90698, best error:       968.14783 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 35.7841911316s, input_fired_time: 0.6460967660, output_fired_time: 0.4018718004, propagate_forward_time: 14.2477931976, propagate_backward_time: 19.0368671417, weight_update_time: 0.0628601909, other_time: 1.4515647888
epoch time: 3.1773962975s, input_fired_time: 0.0698532760, output_fired_time: 0.0000000000, propagate_forward_time: 2.8500740528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2574689388
validation[          , genome  5896] predictions:    9687/  10000 (96.87%), best:    9707/10000 (97.07%), error:      1063.43408, best error:       968.14783 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 35.8530883789s, input_fired_time: 0.6487236619, output_fired_time: 0.4019085765, propagate_forward_time: 14.2853727341, propagate_backward_time: 19.0568351746, weight_update_time: 0.0632349774, other_time: 1.4602470398
epoch time: 3.1759102345s, input_fired_time: 0.0703391284, output_fired_time: 0.0000000000, propagate_forward_time: 2.8486692905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2569017410
validation[          , genome  5896] predictions:    9692/  10000 (96.92%), best:    9707/10000 (97.07%), error:      1033.51636, best error:       968.14783 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 35.9691162109s, input_fired_time: 0.6438786387, output_fired_time: 0.4043808877, propagate_forward_time: 14.3263072968, propagate_backward_time: 19.1317062378, weight_update_time: 0.0631012768, other_time: 1.4628429413
epoch time: 3.1820514202s, input_fired_time: 0.0683584660, output_fired_time: 0.0000000000, propagate_forward_time: 2.8492612839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2644317150
validation[          , genome  5896] predictions:    9649/  10000 (96.49%), best:    9707/10000 (97.07%), error:      1153.17712, best error:       968.14783 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 38.9184265137s, input_fired_time: 0.6713962555, output_fired_time: 0.4300335944, propagate_forward_time: 15.6452913284, propagate_backward_time: 20.5709190369, weight_update_time: 0.0665838048, other_time: 1.6007881165
epoch time: 3.3000912666s, input_fired_time: 0.0699453503, output_fired_time: 0.0000000000, propagate_forward_time: 2.9514520168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2786939144
validation[          , genome  5896] predictions:    9691/  10000 (96.91%), best:    9707/10000 (97.07%), error:      1044.56531, best error:       968.14783 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 36.2373695374s, input_fired_time: 0.6538525224, output_fired_time: 0.4073905349, propagate_forward_time: 14.4440660477, propagate_backward_time: 19.2498493195, weight_update_time: 0.0636471435, other_time: 1.4822101593
epoch time: 3.1724858284s, input_fired_time: 0.0662315935, output_fired_time: 0.0000000000, propagate_forward_time: 2.8491890430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2570652962
validation[          , genome  5896] predictions:    9661/  10000 (96.61%), best:    9707/10000 (97.07%), error:      1119.87427, best error:       968.14783 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 38.2569656372s, input_fired_time: 0.6757550836, output_fired_time: 0.4256673455, propagate_forward_time: 15.3431205750, propagate_backward_time: 20.2257766724, weight_update_time: 0.0662357435, other_time: 1.5866470337
epoch time: 3.5641174316s, input_fired_time: 0.0718841255, output_fired_time: 0.0000000000, propagate_forward_time: 3.2065496445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2856836319
validation[          , genome  5896] predictions:    9617/  10000 (96.17%), best:    9707/10000 (97.07%), error:      1308.81311, best error:       968.14783 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 36.5954093933s, input_fired_time: 0.6572988629, output_fired_time: 0.4095627367, propagate_forward_time: 14.5985641479, propagate_backward_time: 19.4221057892, weight_update_time: 0.0636573285, other_time: 1.5078792572
epoch time: 3.1834144592s, input_fired_time: 0.0751927420, output_fired_time: 0.0000000000, propagate_forward_time: 2.8500802517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2581415176
validation[          , genome  5896] predictions:    9650/  10000 (96.50%), best:    9707/10000 (97.07%), error:      1161.58777, best error:       968.14783 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 36.5667419434s, input_fired_time: 0.6551124454, output_fired_time: 0.4098074436, propagate_forward_time: 14.5885419846, propagate_backward_time: 19.4216213226, weight_update_time: 0.0636215284, other_time: 1.4916553497
epoch time: 3.1765809059s, input_fired_time: 0.0679145008, output_fired_time: 0.0000000000, propagate_forward_time: 2.8513574600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2573089600
validation[          , genome  5896] predictions:    9678/  10000 (96.78%), best:    9707/10000 (97.07%), error:      1071.50684, best error:       968.14783 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 36.5119705200s, input_fired_time: 0.6537023783, output_fired_time: 0.4080009758, propagate_forward_time: 14.5645875931, propagate_backward_time: 19.4024982452, weight_update_time: 0.0639074519, other_time: 1.4831829071
epoch time: 3.4611430168s, input_fired_time: 0.0722724646, output_fired_time: 0.0000000000, propagate_forward_time: 3.1102588177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2786116600
validation[          , genome  5896] predictions:    9689/  10000 (96.89%), best:    9707/10000 (97.07%), error:      1033.79028, best error:       968.14783 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 37.2140769958s, input_fired_time: 0.6616462469, output_fired_time: 0.4160724878, propagate_forward_time: 14.8861932755, propagate_backward_time: 19.7503261566, weight_update_time: 0.0648390651, other_time: 1.4998378754
epoch time: 3.1871774197s, input_fired_time: 0.0717560425, output_fired_time: 0.0000000000, propagate_forward_time: 2.8577439785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2576773167
validation[          , genome  5896] predictions:    9679/  10000 (96.79%), best:    9707/10000 (97.07%), error:      1055.42004, best error:       968.14783 on epoch:    55, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 36.0458602905s, input_fired_time: 0.6565080881, output_fired_time: 0.4040010571, propagate_forward_time: 14.3498210907, propagate_backward_time: 19.1514320374, weight_update_time: 0.0631074905, other_time: 1.4840984344
epoch time: 3.1836333275s, input_fired_time: 0.0674125552, output_fired_time: 0.0000000000, propagate_forward_time: 2.8571290970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2590916157
validation[          , genome  5896] predictions:    9652/  10000 (96.52%), best:    9707/10000 (97.07%), error:      1147.83789, best error:       968.14783 on epoch:    55, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 35.7991294861s, input_fired_time: 0.6469077468, output_fired_time: 0.4012846053, propagate_forward_time: 14.2526741028, propagate_backward_time: 19.0457382202, weight_update_time: 0.0629712567, other_time: 1.4525260925
epoch time: 3.1851000786s, input_fired_time: 0.0727989301, output_fired_time: 0.0000000000, propagate_forward_time: 2.8510055542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2612955570
validation[          , genome  5896] predictions:    9623/  10000 (96.23%), best:    9707/10000 (97.07%), error:      1278.95190, best error:       968.14783 on epoch:    55, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 36.0835952759s, input_fired_time: 0.6513084173, output_fired_time: 0.4045365155, propagate_forward_time: 14.3834152222, propagate_backward_time: 19.1951560974, weight_update_time: 0.0630902573, other_time: 1.4491767883
epoch time: 3.1751837730s, input_fired_time: 0.0697687641, output_fired_time: 0.0000000000, propagate_forward_time: 2.8483669758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2570481300
validation[          , genome  5896] predictions:    9544/  10000 (95.44%), best:    9707/10000 (97.07%), error:      1467.44568, best error:       968.14783 on epoch:    55, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 37.6101837158s, input_fired_time: 0.6621515751, output_fired_time: 0.4190428257, propagate_forward_time: 15.0756864548, propagate_backward_time: 19.9144496918, weight_update_time: 0.0651342496, other_time: 1.5388507843
epoch time: 3.4700117111s, input_fired_time: 0.0717028454, output_fired_time: 0.0000000000, propagate_forward_time: 3.1128683090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2854404449
validation[          , genome  5896] predictions:    9650/  10000 (96.50%), best:    9707/10000 (97.07%), error:      1121.33447, best error:       968.14783 on epoch:    55, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 35.8910713196s, input_fired_time: 0.6501135826, output_fired_time: 0.4028778970, propagate_forward_time: 14.2979116440, propagate_backward_time: 19.0842971802, weight_update_time: 0.0631428733, other_time: 1.4558715820
epoch time: 3.1845991611s, input_fired_time: 0.0740757734, output_fired_time: 0.0000000000, propagate_forward_time: 2.8488619328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2616615295
validation[          , genome  5896] predictions:    9675/  10000 (96.75%), best:    9707/10000 (97.07%), error:      1117.61072, best error:       968.14783 on epoch:    55, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 35.7511253357s, input_fired_time: 0.6430409551, output_fired_time: 0.4010919333, propagate_forward_time: 14.2388162613, propagate_backward_time: 19.0313167572, weight_update_time: 0.0627860203, other_time: 1.4368610382
epoch time: 3.1706237793s, input_fired_time: 0.0665528998, output_fired_time: 0.0000000000, propagate_forward_time: 2.8479402065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2561306953
validation[          , genome  5896] predictions:    9659/  10000 (96.59%), best:    9707/10000 (97.07%), error:      1179.37048, best error:       968.14783 on epoch:    55, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 35.7860908508s, input_fired_time: 0.6452847123, output_fired_time: 0.4017511904, propagate_forward_time: 14.2551689148, propagate_backward_time: 19.0459461212, weight_update_time: 0.0626488551, other_time: 1.4379367828
epoch time: 3.1707196236s, input_fired_time: 0.0665265322, output_fired_time: 0.0000000000, propagate_forward_time: 2.8476345539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2565586567
validation[          , genome  5896] predictions:    9607/  10000 (96.07%), best:    9707/10000 (97.07%), error:      1244.04126, best error:       968.14783 on epoch:    55, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 35.7837257385s, input_fired_time: 0.6492047906, output_fired_time: 0.4017265141, propagate_forward_time: 14.2483425140, propagate_backward_time: 19.0500202179, weight_update_time: 0.0623546056, other_time: 1.4344329834
epoch time: 3.1842956543s, input_fired_time: 0.0705114007, output_fired_time: 0.0000000000, propagate_forward_time: 2.8502986431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2634856701
validation[          , genome  5896] predictions:    9667/  10000 (96.67%), best:    9707/10000 (97.07%), error:      1084.45764, best error:       968.14783 on epoch:    55, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 39.7748413086s, input_fired_time: 0.6826904416, output_fired_time: 0.4371080101, propagate_forward_time: 16.0489482880, propagate_backward_time: 21.0128459930, weight_update_time: 0.0666036382, other_time: 1.5932502747
epoch time: 3.5629055500s, input_fired_time: 0.0770855770, output_fired_time: 0.0000000000, propagate_forward_time: 3.2000916004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2857284546
validation[          , genome  5896] predictions:    9648/  10000 (96.48%), best:    9707/10000 (97.07%), error:      1134.47510, best error:       968.14783 on epoch:    55, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 39.0216522217s, input_fired_time: 0.6787455082, output_fired_time: 0.4323411882, propagate_forward_time: 15.6923017502, propagate_backward_time: 20.6443157196, weight_update_time: 0.0655301735, other_time: 1.5739459991
epoch time: 3.2354078293s, input_fired_time: 0.0698243976, output_fired_time: 0.0000000000, propagate_forward_time: 2.9001817703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2654016018
validation[          , genome  5896] predictions:    9650/  10000 (96.50%), best:    9707/10000 (97.07%), error:      1184.45544, best error:       968.14783 on epoch:    55, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 40.9171257019s, input_fired_time: 0.6991540790, output_fired_time: 0.4487754107, propagate_forward_time: 16.5615005493, propagate_backward_time: 21.5584735870, weight_update_time: 0.0685227811, other_time: 1.6492214203
epoch time: 3.1790463924s, input_fired_time: 0.0679537356, output_fired_time: 0.0000000000, propagate_forward_time: 2.8524322510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2586603165
validation[          , genome  5896] predictions:    9638/  10000 (96.38%), best:    9707/10000 (97.07%), error:      1166.35034, best error:       968.14783 on epoch:    55, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 36.0220756531s, input_fired_time: 0.6488704085, output_fired_time: 0.4040508866, propagate_forward_time: 14.3403158188, propagate_backward_time: 19.1710891724, weight_update_time: 0.0631519556, other_time: 1.4577484131
epoch time: 3.1819114685s, input_fired_time: 0.0683937743, output_fired_time: 0.0000000000, propagate_forward_time: 2.8526434898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2608742714
validation[          , genome  5896] predictions:    9562/  10000 (95.62%), best:    9707/10000 (97.07%), error:      1396.79407, best error:       968.14783 on epoch:    55, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 37.0842857361s, input_fired_time: 0.6538794041, output_fired_time: 0.4165387452, propagate_forward_time: 14.8302707672, propagate_backward_time: 19.6732902527, weight_update_time: 0.0640678257, other_time: 1.5103054047
epoch time: 3.4299025536s, input_fired_time: 0.0717994198, output_fired_time: 0.0000000000, propagate_forward_time: 3.0775654316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2805376053
validation[          , genome  5896] predictions:    9673/  10000 (96.73%), best:    9707/10000 (97.07%), error:      1114.52466, best error:       968.14783 on epoch:    55, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 37.4215812683s, input_fired_time: 0.6623247862, output_fired_time: 0.4179980755, propagate_forward_time: 14.9925146103, propagate_backward_time: 19.8190288544, weight_update_time: 0.0650033578, other_time: 1.5297145844
epoch time: 3.1733760834s, input_fired_time: 0.0677261427, output_fired_time: 0.0000000000, propagate_forward_time: 2.8484458923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2572040558
validation[          , genome  5896] predictions:    9626/  10000 (96.26%), best:    9707/10000 (97.07%), error:      1264.06824, best error:       968.14783 on epoch:    55, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 35.8176231384s, input_fired_time: 0.6421615481, output_fired_time: 0.4064782560, propagate_forward_time: 14.2516736984, propagate_backward_time: 19.0607700348, weight_update_time: 0.0626739189, other_time: 1.4565372467
epoch time: 3.1798517704s, input_fired_time: 0.0671752691, output_fired_time: 0.0000000000, propagate_forward_time: 2.8516743183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2610023022
validation[          , genome  5896] predictions:    9651/  10000 (96.51%), best:    9707/10000 (97.07%), error:      1156.35815, best error:       968.14783 on epoch:    55, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 35.8587684631s, input_fired_time: 0.6443546414, output_fired_time: 0.4048781395, propagate_forward_time: 14.2564744949, propagate_backward_time: 19.0879421234, weight_update_time: 0.0627705455, other_time: 1.4651203156
epoch time: 3.1892368793s, input_fired_time: 0.0732285455, output_fired_time: 0.0000000000, propagate_forward_time: 2.8523943424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636139393
validation[          , genome  5896] predictions:    9652/  10000 (96.52%), best:    9707/10000 (97.07%), error:      1230.65039, best error:       968.14783 on epoch:    55, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 35.8168067932s, input_fired_time: 0.6490721703, output_fired_time: 0.4017333984, propagate_forward_time: 14.2502021790, propagate_backward_time: 19.0603771210, weight_update_time: 0.0632790029, other_time: 1.4554233551
epoch time: 3.1747179031s, input_fired_time: 0.0668828115, output_fired_time: 0.0000000000, propagate_forward_time: 2.8494987488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2583363056
validation[          , genome  5896] predictions:    9668/  10000 (96.68%), best:    9707/10000 (97.07%), error:      1114.06213, best error:       968.14783 on epoch:    55, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 36.3298645020s, input_fired_time: 0.6431103945, output_fired_time: 0.4072112739, propagate_forward_time: 14.4864940643, propagate_backward_time: 19.3147163391, weight_update_time: 0.0634840131, other_time: 1.4783306122
epoch time: 3.1909089088s, input_fired_time: 0.0771317407, output_fired_time: 0.0000000000, propagate_forward_time: 2.8536601067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2601170540
validation[          , genome  5896] predictions:    9676/  10000 (96.76%), best:    9707/10000 (97.07%), error:      1142.10986, best error:       968.14783 on epoch:    55, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 35.9804649353s, input_fired_time: 0.6400590539, output_fired_time: 0.4035990536, propagate_forward_time: 14.3337945938, propagate_backward_time: 19.1509590149, weight_update_time: 0.0627565384, other_time: 1.4520530701
epoch time: 3.1755917072s, input_fired_time: 0.0661400184, output_fired_time: 0.0000000000, propagate_forward_time: 2.8511018753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2583498955
validation[          , genome  5896] predictions:    9593/  10000 (95.93%), best:    9707/10000 (97.07%), error:      1386.63794, best error:       968.14783 on epoch:    55, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 35.8090057373s, input_fired_time: 0.6397467256, output_fired_time: 0.4016206861, propagate_forward_time: 14.2541770935, propagate_backward_time: 19.0657539368, weight_update_time: 0.0630487874, other_time: 1.4477081299
epoch time: 3.1772396564s, input_fired_time: 0.0663324744, output_fired_time: 0.0000000000, propagate_forward_time: 2.8505730629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2603340149
validation[          , genome  5896] predictions:    9682/  10000 (96.82%), best:    9707/10000 (97.07%), error:      1072.95496, best error:       968.14783 on epoch:    55, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 37.0416984558s, input_fired_time: 0.6546247602, output_fired_time: 0.4134391248, propagate_forward_time: 14.8025217056, propagate_backward_time: 19.6731777191, weight_update_time: 0.0640918687, other_time: 1.4979343414
epoch time: 3.1741118431s, input_fired_time: 0.0674899668, output_fired_time: 0.0000000000, propagate_forward_time: 2.8494169712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2572050095
validation[          , genome  5896] predictions:    9664/  10000 (96.64%), best:    9707/10000 (97.07%), error:      1139.17493, best error:       968.14783 on epoch:    55, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 38.1363945007s, input_fired_time: 0.6634721160, output_fired_time: 0.4230200648, propagate_forward_time: 15.3154077530, propagate_backward_time: 20.2130355835, weight_update_time: 0.0656061545, other_time: 1.5214614868
epoch time: 3.2676420212s, input_fired_time: 0.0683075041, output_fired_time: 0.0000000000, propagate_forward_time: 2.9350962639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2642383575
validation[          , genome  5896] predictions:    9625/  10000 (96.25%), best:    9707/10000 (97.07%), error:      1275.41211, best error:       968.14783 on epoch:    55, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 37.4406433105s, input_fired_time: 0.6529923677, output_fired_time: 0.4181709290, propagate_forward_time: 14.9721937180, propagate_backward_time: 19.8982429504, weight_update_time: 0.0650394559, other_time: 1.4990425110
epoch time: 3.3302130699s, input_fired_time: 0.0687618777, output_fired_time: 0.0000000000, propagate_forward_time: 2.9969079494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2645432949
validation[          , genome  5896] predictions:    9690/  10000 (96.90%), best:    9707/10000 (97.07%), error:      1094.45947, best error:       968.14783 on epoch:    55, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 37.0662307739s, input_fired_time: 0.6465500593, output_fired_time: 0.4159872234, propagate_forward_time: 14.8006830215, propagate_backward_time: 19.7079563141, weight_update_time: 0.0642433465, other_time: 1.4950542450
epoch time: 3.2522275448s, input_fired_time: 0.0683980957, output_fired_time: 0.0000000000, propagate_forward_time: 2.9184865952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2653429508
validation[          , genome  5896] predictions:    9623/  10000 (96.23%), best:    9707/10000 (97.07%), error:      1261.31531, best error:       968.14783 on epoch:    55, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 36.0320854187s, input_fired_time: 0.6472186446, output_fired_time: 0.4067924321, propagate_forward_time: 14.3317012787, propagate_backward_time: 19.1518421173, weight_update_time: 0.0627747774, other_time: 1.4945335388
epoch time: 3.1923582554s, input_fired_time: 0.0739642605, output_fired_time: 0.0000000000, propagate_forward_time: 2.8573441505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2610497475
validation[          , genome  5896] predictions:    9700/  10000 (97.00%), best:    9707/10000 (97.07%), error:       984.49634, best error:       968.14783 on epoch:    55, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 35.9222984314s, input_fired_time: 0.6601970196, output_fired_time: 0.4054022431, propagate_forward_time: 14.2826366425, propagate_backward_time: 19.0937213898, weight_update_time: 0.0636356995, other_time: 1.4803390503
epoch time: 3.1830594540s, input_fired_time: 0.0726086199, output_fired_time: 0.0000000000, propagate_forward_time: 2.8492686749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2611820698
validation[          , genome  5896] predictions:    9691/  10000 (96.91%), best:    9707/10000 (97.07%), error:      1040.77124, best error:       968.14783 on epoch:    55, 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: 16.6033287048s, input_fired_time: 0.3518373072, output_fired_time: 0.0000000000, propagate_forward_time: 14.8501424789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4013490677
best training[          , genome  5896] predictions:   49267/  50000 (98.53%), best:    9707/10000 (97.07%), error:      2652.96582, best error:       968.14783 on epoch:    55, 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: 3.1841850281s, input_fired_time: 0.0671730563, output_fired_time: 0.0000000000, propagate_forward_time: 2.8493721485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2676398754
   testing[          , genome  5896] predictions:    9762/  10000 (97.62%), best:    9707/10000 (97.07%), error:       802.74353, best error:       968.14783 on epoch:    55, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:43:20 (5632): called boinc_finish(0)

</stderr_txt>
]]>