Nameexact_genome_1512568488_45_5812_1
Workunit2600299
Created7 Dec 2017, 16:33:51 UTC
Sent7 Dec 2017, 16:34:43 UTC
Report deadline14 Dec 2017, 6:30:23 UTC
Received8 Dec 2017, 0:16:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 51 min 51 sec
CPU time1 hours 51 min 47 sec
Validate stateValid
Credit1,645.08
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.62 MB
Peak swap size152.32 MB
Peak disk usage1.13 MB

Stderr output

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

epoch time: 61.5239143372s, input_fired_time: 0.7846404314, output_fired_time: 0.4796026051, propagate_forward_time: 23.3142585754, propagate_backward_time: 35.1290588379, weight_update_time: 0.0743012056, other_time: 1.8163528442
epoch time: 5.4395890236s, input_fired_time: 0.0855265483, output_fired_time: 0.0000000000, propagate_forward_time: 5.0382738113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3157887459
validation[          , genome  5812] predictions:    9649/  10000 (96.49%), best:    9669/10000 (96.69%), error:      1220.39636, best error:      1120.29321 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 64.2979049683s, input_fired_time: 0.7986261249, output_fired_time: 0.4945400953, propagate_forward_time: 24.5157108307, propagate_backward_time: 36.6188087463, weight_update_time: 0.0761890113, other_time: 1.8702201843
epoch time: 5.2177696228s, input_fired_time: 0.0825629085, output_fired_time: 0.0000000000, propagate_forward_time: 4.8248038292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104028702
validation[          , genome  5812] predictions:    9659/  10000 (96.59%), best:    9669/10000 (96.69%), error:      1179.32043, best error:      1120.29321 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 61.8769416809s, input_fired_time: 0.7818998098, output_fired_time: 0.4784514010, propagate_forward_time: 23.5233840942, propagate_backward_time: 35.3719367981, weight_update_time: 0.0741399229, other_time: 1.7212715149
epoch time: 4.8984637260s, input_fired_time: 0.0825996548, output_fired_time: 0.0000000000, propagate_forward_time: 4.5261554718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897086143
validation[          , genome  5812] predictions:    9676/  10000 (96.76%), best:    9669/10000 (96.69%), error:      1149.93115, best error:      1120.29321 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 59.6319541931s, input_fired_time: 0.7640225291, output_fired_time: 0.4652561247, propagate_forward_time: 22.6184482574, propagate_backward_time: 34.1242027283, weight_update_time: 0.0714853331, other_time: 1.6600227356
epoch time: 4.8852038383s, input_fired_time: 0.0783773512, output_fired_time: 0.0000000000, propagate_forward_time: 4.5212731361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2855534554
validation[          , genome  5812] predictions:    9656/  10000 (96.56%), best:    9669/10000 (96.69%), error:      1176.62756, best error:      1120.29321 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 59.6066055298s, input_fired_time: 0.7652953863, output_fired_time: 0.4634089470, propagate_forward_time: 22.6391620636, propagate_backward_time: 34.1068878174, weight_update_time: 0.0715892613, other_time: 1.6318511963
epoch time: 4.8715486526s, input_fired_time: 0.0772277191, output_fired_time: 0.0000000000, propagate_forward_time: 4.5167517662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2775692940
validation[          , genome  5812] predictions:    9662/  10000 (96.62%), best:    9662/10000 (96.62%), error:      1106.70374, best error:      1106.70374 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 59.4496612549s, input_fired_time: 0.7607732415, output_fired_time: 0.4621084332, propagate_forward_time: 22.5963897705, propagate_backward_time: 34.0090065002, weight_update_time: 0.0715426356, other_time: 1.6213836670
epoch time: 4.8784799576s, input_fired_time: 0.0777125955, output_fired_time: 0.0000000000, propagate_forward_time: 4.5199370384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2808303833
validation[          , genome  5812] predictions:    9587/  10000 (95.87%), best:    9662/10000 (96.62%), error:      1343.81519, best error:      1106.70374 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 59.5928001404s, input_fired_time: 0.7630413771, output_fired_time: 0.4632341862, propagate_forward_time: 22.6500625610, propagate_backward_time: 34.0804672241, weight_update_time: 0.0714607164, other_time: 1.6359939575
epoch time: 4.8769335747s, input_fired_time: 0.0779163837, output_fired_time: 0.0000000000, propagate_forward_time: 4.5192246437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2797923088
validation[          , genome  5812] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1100.96570, best error:      1100.96570 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 59.4351768494s, input_fired_time: 0.7650684714, output_fired_time: 0.4623409510, propagate_forward_time: 22.5961799622, propagate_backward_time: 33.9760246277, weight_update_time: 0.0715385005, other_time: 1.6355628967
epoch time: 4.8795866966s, input_fired_time: 0.0788277388, output_fired_time: 0.0000000000, propagate_forward_time: 4.5198092461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2809495926
validation[          , genome  5812] predictions:    9650/  10000 (96.50%), best:    9677/10000 (96.77%), error:      1121.72241, best error:      1100.96570 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 59.5133819580s, input_fired_time: 0.7693989277, output_fired_time: 0.4630926549, propagate_forward_time: 22.6248226166, propagate_backward_time: 34.0054130554, weight_update_time: 0.0718010738, other_time: 1.6506538391
epoch time: 5.1169137955s, input_fired_time: 0.0831728056, output_fired_time: 0.0000000000, propagate_forward_time: 4.7336349487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3001060486
validation[          , genome  5812] predictions:    9649/  10000 (96.49%), best:    9677/10000 (96.77%), error:      1156.61743, best error:      1100.96570 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 62.4984741211s, input_fired_time: 0.7962519526, output_fired_time: 0.4823167622, propagate_forward_time: 23.7720603943, propagate_backward_time: 35.6867485046, weight_update_time: 0.0747685954, other_time: 1.7610969543
epoch time: 4.9594197273s, input_fired_time: 0.0811573565, output_fired_time: 0.0000000000, propagate_forward_time: 4.5793137550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2989487648
validation[          , genome  5812] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       967.95392, best error:       967.95392 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 59.9071540833s, input_fired_time: 0.7782101631, output_fired_time: 0.4663316607, propagate_forward_time: 22.7593784332, propagate_backward_time: 34.2023963928, weight_update_time: 0.0709885284, other_time: 1.7008399963
epoch time: 5.2957305908s, input_fired_time: 0.0844812766, output_fired_time: 0.0000000000, propagate_forward_time: 4.9032950401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079543114
validation[          , genome  5812] predictions:    9699/  10000 (96.99%), best:    9705/10000 (97.05%), error:      1061.92908, best error:       967.95392 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 60.1974411011s, input_fired_time: 0.7730860114, output_fired_time: 0.4652961195, propagate_forward_time: 22.8809566498, propagate_backward_time: 34.3840484619, weight_update_time: 0.0712308735, other_time: 1.6940536499
epoch time: 4.9560866356s, input_fired_time: 0.0791484192, output_fired_time: 0.0000000000, propagate_forward_time: 4.5879883766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2889499664
validation[          , genome  5812] predictions:    9685/  10000 (96.85%), best:    9705/10000 (97.05%), error:      1090.51147, best error:       967.95392 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 59.6342887878s, input_fired_time: 0.7682102323, output_fired_time: 0.4630056024, propagate_forward_time: 22.6599769592, propagate_backward_time: 34.1000061035, weight_update_time: 0.0708590448, other_time: 1.6430892944
epoch time: 4.8755440712s, input_fired_time: 0.0778691173, output_fired_time: 0.0000000000, propagate_forward_time: 4.5166015625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2810735703
validation[          , genome  5812] predictions:    9658/  10000 (96.58%), best:    9705/10000 (97.05%), error:      1163.47778, best error:       967.95392 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 60.0308456421s, input_fired_time: 0.7748199701, output_fired_time: 0.4662313163, propagate_forward_time: 22.8426933289, propagate_backward_time: 34.2803459167, weight_update_time: 0.0713631585, other_time: 1.6667556763
epoch time: 5.1446442604s, input_fired_time: 0.0832962617, output_fired_time: 0.0000000000, propagate_forward_time: 4.7530694008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3082785606
validation[          , genome  5812] predictions:    9706/  10000 (97.06%), best:    9705/10000 (97.05%), error:      1033.45862, best error:       967.95392 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 59.4593353271s, input_fired_time: 0.7660598755, output_fired_time: 0.4626483619, propagate_forward_time: 22.5919685364, propagate_backward_time: 34.0053367615, weight_update_time: 0.0704703182, other_time: 1.6333236694
epoch time: 4.9313044548s, input_fired_time: 0.0829878673, output_fired_time: 0.0000000000, propagate_forward_time: 4.5568184853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2914981842
validation[          , genome  5812] predictions:    9673/  10000 (96.73%), best:    9705/10000 (97.05%), error:      1089.65515, best error:       967.95392 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 59.5017738342s, input_fired_time: 0.7685956955, output_fired_time: 0.4641108811, propagate_forward_time: 22.6081409454, propagate_backward_time: 34.0229682922, weight_update_time: 0.0706961900, other_time: 1.6379585266
epoch time: 6.1626634598s, input_fired_time: 0.0975915790, output_fired_time: 0.0000000000, propagate_forward_time: 5.7216272354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3434448242
validation[          , genome  5812] predictions:    9685/  10000 (96.85%), best:    9705/10000 (97.05%), error:      1081.26599, best error:       967.95392 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 59.7799377441s, input_fired_time: 0.7685160041, output_fired_time: 0.4663856924, propagate_forward_time: 22.7086772919, propagate_backward_time: 34.1952438354, weight_update_time: 0.0709884614, other_time: 1.6411132812
epoch time: 4.8778576851s, input_fired_time: 0.0789229125, output_fired_time: 0.0000000000, propagate_forward_time: 4.5180892944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2808456421
validation[          , genome  5812] predictions:    9561/  10000 (95.61%), best:    9705/10000 (97.05%), error:      1411.98730, best error:       967.95392 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 59.4155235291s, input_fired_time: 0.7658554912, output_fired_time: 0.4624924064, propagate_forward_time: 22.5838565826, propagate_backward_time: 33.9740562439, weight_update_time: 0.0704782531, other_time: 1.6292610168
epoch time: 4.8751316071s, input_fired_time: 0.0783718973, output_fired_time: 0.0000000000, propagate_forward_time: 4.5166225433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2801370621
validation[          , genome  5812] predictions:    9693/  10000 (96.93%), best:    9705/10000 (97.05%), error:      1025.29102, best error:       967.95392 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 59.3186454773s, input_fired_time: 0.7603674531, output_fired_time: 0.4593774080, propagate_forward_time: 22.5574493408, propagate_backward_time: 33.9412269592, weight_update_time: 0.0702944398, other_time: 1.6002235413
epoch time: 4.8685631752s, input_fired_time: 0.0768487081, output_fired_time: 0.0000000000, propagate_forward_time: 4.5168766975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2748379707
validation[          , genome  5812] predictions:    9728/  10000 (97.28%), best:    9705/10000 (97.05%), error:       973.12219, best error:       967.95392 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 59.4648399353s, input_fired_time: 0.7565382123, output_fired_time: 0.4611248672, propagate_forward_time: 22.5688724518, propagate_backward_time: 34.0938262939, weight_update_time: 0.0679851994, other_time: 1.5844802856
epoch time: 4.8950977325s, input_fired_time: 0.0787946135, output_fired_time: 0.0000000000, propagate_forward_time: 4.5308995247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2854037285
validation[          , genome  5812] predictions:    9692/  10000 (96.92%), best:    9705/10000 (97.05%), error:      1059.28845, best error:       967.95392 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 61.6626853943s, input_fired_time: 0.7736835480, output_fired_time: 0.4741615951, propagate_forward_time: 23.4705753326, propagate_backward_time: 35.3253860474, weight_update_time: 0.0706296489, other_time: 1.6188735962
epoch time: 4.8815493584s, input_fired_time: 0.0811046883, output_fired_time: 0.0000000000, propagate_forward_time: 4.5183243752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2821202278
validation[          , genome  5812] predictions:    9703/  10000 (97.03%), best:    9705/10000 (97.05%), error:      1051.59888, best error:       967.95392 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 59.5263824463s, input_fired_time: 0.7637375593, output_fired_time: 0.4601960778, propagate_forward_time: 22.6327991486, propagate_backward_time: 34.1038017273, weight_update_time: 0.0682315379, other_time: 1.5658454895
epoch time: 4.8755564690s, input_fired_time: 0.0796576217, output_fired_time: 0.0000000000, propagate_forward_time: 4.5172429085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2786560059
validation[          , genome  5812] predictions:    9732/  10000 (97.32%), best:    9705/10000 (97.05%), error:       970.80420, best error:       967.95392 on epoch:    23, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 59.2699432373s, input_fired_time: 0.7558141947, output_fired_time: 0.4579889774, propagate_forward_time: 22.5623321533, propagate_backward_time: 33.9369201660, weight_update_time: 0.0680896789, other_time: 1.5568885803
epoch time: 5.1444463730s, input_fired_time: 0.0831335634, output_fired_time: 0.0000000000, propagate_forward_time: 4.7697567940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915558815
validation[          , genome  5812] predictions:    9706/  10000 (97.06%), best:    9705/10000 (97.05%), error:      1008.43060, best error:       967.95392 on epoch:    23, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 59.9103546143s, input_fired_time: 0.7631741166, output_fired_time: 0.4623609483, propagate_forward_time: 22.8426628113, propagate_backward_time: 34.2636299133, weight_update_time: 0.0688088313, other_time: 1.5785255432
epoch time: 4.8699007034s, input_fired_time: 0.0780322999, output_fired_time: 0.0000000000, propagate_forward_time: 4.5165195465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2753486633
validation[          , genome  5812] predictions:    9696/  10000 (96.96%), best:    9705/10000 (97.05%), error:      1025.58350, best error:       967.95392 on epoch:    23, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 59.3431053162s, input_fired_time: 0.7597982883, output_fired_time: 0.4584896863, propagate_forward_time: 22.5882015228, propagate_backward_time: 33.9616699219, weight_update_time: 0.0681948662, other_time: 1.5749435425
epoch time: 4.8695487976s, input_fired_time: 0.0781108737, output_fired_time: 0.0000000000, propagate_forward_time: 4.5170130730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744250298
validation[          , genome  5812] predictions:    9698/  10000 (96.98%), best:    9705/10000 (97.05%), error:      1000.85382, best error:       967.95392 on epoch:    23, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 61.5925865173s, input_fired_time: 0.7993531823, output_fired_time: 0.4776424170, propagate_forward_time: 23.5523757935, propagate_backward_time: 35.0831642151, weight_update_time: 0.0754070953, other_time: 1.6800498962
epoch time: 5.1059441566s, input_fired_time: 0.0853913426, output_fired_time: 0.0000000000, propagate_forward_time: 4.7232351303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973175049
validation[          , genome  5812] predictions:    9648/  10000 (96.48%), best:    9705/10000 (97.05%), error:      1177.57092, best error:       967.95392 on epoch:    23, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 60.6887855530s, input_fired_time: 0.7926896214, output_fired_time: 0.4712131619, propagate_forward_time: 22.9691219330, propagate_backward_time: 34.7527542114, weight_update_time: 0.0750363544, other_time: 1.7030029297
epoch time: 4.8906660080s, input_fired_time: 0.0828875750, output_fired_time: 0.0000000000, propagate_forward_time: 4.5194215775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2883567810
validation[          , genome  5812] predictions:    9665/  10000 (96.65%), best:    9705/10000 (97.05%), error:      1074.06384, best error:       967.95392 on epoch:    23, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 59.8409500122s, input_fired_time: 0.7912786603, output_fired_time: 0.4677112997, propagate_forward_time: 22.7312755585, propagate_backward_time: 34.1557998657, weight_update_time: 0.0742838532, other_time: 1.6948852539
epoch time: 4.9559707642s, input_fired_time: 0.0839148760, output_fired_time: 0.0000000000, propagate_forward_time: 4.5802712440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917847633
validation[          , genome  5812] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       959.41486, best error:       959.41486 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 61.7048301697s, input_fired_time: 0.8050234318, output_fired_time: 0.4793836772, propagate_forward_time: 23.4095039368, propagate_backward_time: 35.2580757141, weight_update_time: 0.0759362578, other_time: 1.7528419495
epoch time: 5.0287342072s, input_fired_time: 0.0833857432, output_fired_time: 0.0000000000, propagate_forward_time: 4.6476869583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2976613045
validation[          , genome  5812] predictions:    9686/  10000 (96.86%), best:    9724/10000 (97.24%), error:      1061.66858, best error:       959.41486 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 63.8291854858s, input_fired_time: 0.8073807359, output_fired_time: 0.4906844199, propagate_forward_time: 24.3575553894, propagate_backward_time: 36.4352874756, weight_update_time: 0.0749024749, other_time: 1.7382774353
epoch time: 5.0787878036s, input_fired_time: 0.0850205943, output_fired_time: 0.0000000000, propagate_forward_time: 4.6980657578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2957015038
validation[          , genome  5812] predictions:    9697/  10000 (96.97%), best:    9724/10000 (97.24%), error:      1014.24048, best error:       959.41486 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 64.9653244019s, input_fired_time: 0.8242517114, output_fired_time: 0.4967254102, propagate_forward_time: 24.7267875671, propagate_backward_time: 37.1624488831, weight_update_time: 0.0772419497, other_time: 1.7551116943
epoch time: 6.3690099716s, input_fired_time: 0.1007320732, output_fired_time: 0.0000000000, propagate_forward_time: 5.9152045250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530735970
validation[          , genome  5812] predictions:    9695/  10000 (96.95%), best:    9724/10000 (97.24%), error:      1051.70825, best error:       959.41486 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 63.9937591553s, input_fired_time: 0.8038682938, output_fired_time: 0.4894100726, propagate_forward_time: 24.3828887939, propagate_backward_time: 36.6148910522, weight_update_time: 0.0734608397, other_time: 1.7027015686
epoch time: 4.8996920586s, input_fired_time: 0.0813188106, output_fired_time: 0.0000000000, propagate_forward_time: 4.5375552177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2808179855
validation[          , genome  5812] predictions:    9652/  10000 (96.52%), best:    9724/10000 (97.24%), error:      1130.66003, best error:       959.41486 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 62.0984458923s, input_fired_time: 0.7924225330, output_fired_time: 0.4825533926, propagate_forward_time: 23.6367359161, propagate_backward_time: 35.5192794800, weight_update_time: 0.0719505399, other_time: 1.6674575806
epoch time: 5.2722120285s, input_fired_time: 0.0889454931, output_fired_time: 0.0000000000, propagate_forward_time: 4.8775458336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3057208061
validation[          , genome  5812] predictions:    9699/  10000 (96.99%), best:    9724/10000 (97.24%), error:      1030.16003, best error:       959.41486 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 61.6326065063s, input_fired_time: 0.8013193607, output_fired_time: 0.4803750813, propagate_forward_time: 23.4060821533, propagate_backward_time: 35.2171554565, weight_update_time: 0.0753839612, other_time: 1.7276763916
epoch time: 5.0221147537s, input_fired_time: 0.0841547251, output_fired_time: 0.0000000000, propagate_forward_time: 4.6442470551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2937130928
validation[          , genome  5812] predictions:    9674/  10000 (96.74%), best:    9724/10000 (97.24%), error:      1122.74341, best error:       959.41486 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 60.6916580200s, input_fired_time: 0.7968291044, output_fired_time: 0.4791989028, propagate_forward_time: 23.0846691132, propagate_backward_time: 34.6313285828, weight_update_time: 0.0746855959, other_time: 1.6996345520
epoch time: 5.0192975998s, input_fired_time: 0.0849715322, output_fired_time: 0.0000000000, propagate_forward_time: 4.6425595284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917666435
validation[          , genome  5812] predictions:    9683/  10000 (96.83%), best:    9724/10000 (97.24%), error:      1045.95557, best error:       959.41486 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 62.0698928833s, input_fired_time: 0.7907439470, output_fired_time: 0.4779326916, propagate_forward_time: 23.6171436310, propagate_backward_time: 35.5411300659, weight_update_time: 0.0710002035, other_time: 1.6429443359
epoch time: 5.1996674538s, input_fired_time: 0.0837091878, output_fired_time: 0.0000000000, propagate_forward_time: 4.8239326477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2920255661
validation[          , genome  5812] predictions:    9699/  10000 (96.99%), best:    9724/10000 (97.24%), error:       984.29071, best error:       959.41486 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 60.7813034058s, input_fired_time: 0.7792860270, output_fired_time: 0.4700035155, propagate_forward_time: 23.1497612000, propagate_backward_time: 34.7670021057, weight_update_time: 0.0696846172, other_time: 1.6152496338
epoch time: 4.8748917580s, input_fired_time: 0.0792082399, output_fired_time: 0.0000000000, propagate_forward_time: 4.5200042725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2756791115
validation[          , genome  5812] predictions:    9694/  10000 (96.94%), best:    9724/10000 (97.24%), error:      1064.70667, best error:       959.41486 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 64.1311950684s, input_fired_time: 0.8233531713, output_fired_time: 0.4998772144, propagate_forward_time: 24.5627231598, propagate_backward_time: 36.5061988831, weight_update_time: 0.0766416118, other_time: 1.7390403748
epoch time: 5.0652852058s, input_fired_time: 0.0852724984, output_fired_time: 0.0000000000, propagate_forward_time: 4.6869845390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2930283546
validation[          , genome  5812] predictions:    9709/  10000 (97.09%), best:    9724/10000 (97.24%), error:      1013.40771, best error:       959.41486 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 60.8102378845s, input_fired_time: 0.7850957513, output_fired_time: 0.4734536111, propagate_forward_time: 23.0205745697, propagate_backward_time: 34.8263969421, weight_update_time: 0.0693588480, other_time: 1.7047157288
epoch time: 5.2296586037s, input_fired_time: 0.0873677135, output_fired_time: 0.0000000000, propagate_forward_time: 4.8436870575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2986040115
validation[          , genome  5812] predictions:    9672/  10000 (96.72%), best:    9724/10000 (97.24%), error:      1085.73279, best error:       959.41486 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 61.3750076294s, input_fired_time: 0.7912343740, output_fired_time: 0.4800484776, propagate_forward_time: 23.2915382385, propagate_backward_time: 35.1517868042, weight_update_time: 0.0704914257, other_time: 1.6604003906
epoch time: 5.0539655685s, input_fired_time: 0.0842417702, output_fired_time: 0.0000000000, propagate_forward_time: 4.6810317039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886919975
validation[          , genome  5812] predictions:    9718/  10000 (97.18%), best:    9724/10000 (97.24%), error:       986.45135, best error:       959.41486 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 62.2279243469s, input_fired_time: 0.7940559387, output_fired_time: 0.4803286195, propagate_forward_time: 23.6774463654, propagate_backward_time: 35.6081771851, weight_update_time: 0.0723343939, other_time: 1.6679153442
epoch time: 4.9391064644s, input_fired_time: 0.0825842246, output_fired_time: 0.0000000000, propagate_forward_time: 4.5700268745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2864952087
validation[          , genome  5812] predictions:    9683/  10000 (96.83%), best:    9724/10000 (97.24%), error:      1063.92200, best error:       959.41486 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 61.5480346680s, input_fired_time: 0.7882911563, output_fired_time: 0.4759235978, propagate_forward_time: 23.4248657227, propagate_backward_time: 35.2163238525, weight_update_time: 0.0701025650, other_time: 1.6426277161
epoch time: 5.1057934761s, input_fired_time: 0.0842379034, output_fired_time: 0.0000000000, propagate_forward_time: 4.7281246185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934308052
validation[          , genome  5812] predictions:    9741/  10000 (97.41%), best:    9724/10000 (97.24%), error:       968.42688, best error:       959.41486 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 62.3632087708s, input_fired_time: 0.7961311340, output_fired_time: 0.4787956476, propagate_forward_time: 23.7504882812, propagate_backward_time: 35.6633872986, weight_update_time: 0.0715020671, other_time: 1.6744079590
epoch time: 5.0007042885s, input_fired_time: 0.0837500840, output_fired_time: 0.0000000000, propagate_forward_time: 4.6302285194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2867255211
validation[          , genome  5812] predictions:    9702/  10000 (97.02%), best:    9724/10000 (97.24%), error:      1007.21582, best error:       959.41486 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 61.7635765076s, input_fired_time: 0.7958481908, output_fired_time: 0.4748285711, propagate_forward_time: 23.4870948792, propagate_backward_time: 35.3198089600, weight_update_time: 0.0708709285, other_time: 1.6859970093
epoch time: 5.0069131851s, input_fired_time: 0.0836839601, output_fired_time: 0.0000000000, propagate_forward_time: 4.6346983910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2885308266
validation[          , genome  5812] predictions:    9682/  10000 (96.82%), best:    9724/10000 (97.24%), error:      1042.73474, best error:       959.41486 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 62.0132026672s, input_fired_time: 0.7976763248, output_fired_time: 0.4804482162, propagate_forward_time: 23.5959625244, propagate_backward_time: 35.4711036682, weight_update_time: 0.0714283139, other_time: 1.6680107117
epoch time: 5.0606331825s, input_fired_time: 0.0832519457, output_fired_time: 0.0000000000, propagate_forward_time: 4.6878867149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2894945145
validation[          , genome  5812] predictions:    9675/  10000 (96.75%), best:    9724/10000 (97.24%), error:      1113.02283, best error:       959.41486 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 61.5137672424s, input_fired_time: 0.7938436866, output_fired_time: 0.4750408232, propagate_forward_time: 23.4823551178, propagate_backward_time: 35.1050491333, weight_update_time: 0.0713004172, other_time: 1.6574783325
epoch time: 5.2737312317s, input_fired_time: 0.0864822716, output_fired_time: 0.0000000000, propagate_forward_time: 4.8935685158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2936806679
validation[          , genome  5812] predictions:    9701/  10000 (97.01%), best:    9724/10000 (97.24%), error:      1017.66431, best error:       959.41486 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 62.2779541016s, input_fired_time: 0.7973840237, output_fired_time: 0.4880081117, propagate_forward_time: 23.7377910614, propagate_backward_time: 35.6038208008, weight_update_time: 0.0703118518, other_time: 1.6509552002
epoch time: 4.9080185890s, input_fired_time: 0.0822652057, output_fired_time: 0.0000000000, propagate_forward_time: 4.5432262421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2825269699
validation[          , genome  5812] predictions:    9696/  10000 (96.96%), best:    9724/10000 (97.24%), error:      1018.69983, best error:       959.41486 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 61.3405342102s, input_fired_time: 0.7910776138, output_fired_time: 0.4760914147, propagate_forward_time: 23.3955936432, propagate_backward_time: 35.0379447937, weight_update_time: 0.0700175986, other_time: 1.6398277283
epoch time: 5.3152556419s, input_fired_time: 0.0871026292, output_fired_time: 0.0000000000, propagate_forward_time: 4.9271669388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3009862900
validation[          , genome  5812] predictions:    9714/  10000 (97.14%), best:    9724/10000 (97.24%), error:       990.64215, best error:       959.41486 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 60.9111595154s, input_fired_time: 0.7813301682, output_fired_time: 0.4780080020, propagate_forward_time: 23.1001644135, propagate_backward_time: 34.9219360352, weight_update_time: 0.0692727491, other_time: 1.6297225952
epoch time: 5.0237827301s, input_fired_time: 0.0822346881, output_fired_time: 0.0000000000, propagate_forward_time: 4.6577863693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2837615013
validation[          , genome  5812] predictions:    9713/  10000 (97.13%), best:    9724/10000 (97.24%), error:       973.89398, best error:       959.41486 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 62.1888885498s, input_fired_time: 0.7940675616, output_fired_time: 0.4821022749, propagate_forward_time: 23.6418590546, propagate_backward_time: 35.5999870300, weight_update_time: 0.0713684186, other_time: 1.6708717346
epoch time: 4.9286022186s, input_fired_time: 0.0826687142, output_fired_time: 0.0000000000, propagate_forward_time: 4.5649461746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2809872627
validation[          , genome  5812] predictions:    9664/  10000 (96.64%), best:    9724/10000 (97.24%), error:      1130.90515, best error:       959.41486 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 62.4543571472s, input_fired_time: 0.8081235290, output_fired_time: 0.4869574308, propagate_forward_time: 23.8176002502, propagate_backward_time: 35.6699447632, weight_update_time: 0.0710450634, other_time: 1.6717300415
epoch time: 5.1553645134s, input_fired_time: 0.0880714208, output_fired_time: 0.0000000000, propagate_forward_time: 4.7677326202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2995605469
validation[          , genome  5812] predictions:    9696/  10000 (96.96%), best:    9724/10000 (97.24%), error:       999.37433, best error:       959.41486 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 61.8232574463s, input_fired_time: 0.8057070971, output_fired_time: 0.4804955721, propagate_forward_time: 23.5187625885, propagate_backward_time: 35.3644752502, weight_update_time: 0.0710121766, other_time: 1.6538200378
epoch time: 5.5935449600s, input_fired_time: 0.0904200971, output_fired_time: 0.0000000000, propagate_forward_time: 5.1919617653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3111629486
validation[          , genome  5812] predictions:    9628/  10000 (96.28%), best:    9724/10000 (97.24%), error:      1261.48022, best error:       959.41486 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 60.1687202454s, input_fired_time: 0.7749204040, output_fired_time: 0.4733638465, propagate_forward_time: 22.9090881348, propagate_backward_time: 34.4440002441, weight_update_time: 0.0688076243, other_time: 1.5673484802
epoch time: 4.8972311020s, input_fired_time: 0.0812846944, output_fired_time: 0.0000000000, propagate_forward_time: 4.5394644737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2764821053
validation[          , genome  5812] predictions:    9649/  10000 (96.49%), best:    9724/10000 (97.24%), error:      1215.79871, best error:       959.41486 on epoch:    41, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 60.5868453979s, input_fired_time: 0.7782160640, output_fired_time: 0.4772634804, propagate_forward_time: 23.1400337219, propagate_backward_time: 34.6101989746, weight_update_time: 0.0692204088, other_time: 1.5811309814
epoch time: 5.2707219124s, input_fired_time: 0.0869293809, output_fired_time: 0.0000000000, propagate_forward_time: 4.8913516998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2924408913
validation[          , genome  5812] predictions:    9667/  10000 (96.67%), best:    9724/10000 (97.24%), error:      1128.86804, best error:       959.41486 on epoch:    41, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 61.4762268066s, input_fired_time: 0.7857137322, output_fired_time: 0.4765834808, propagate_forward_time: 23.3057384491, propagate_backward_time: 35.2975425720, weight_update_time: 0.0709602684, other_time: 1.6106452942
epoch time: 4.8791184425s, input_fired_time: 0.0831054673, output_fired_time: 0.0000000000, propagate_forward_time: 4.5147814751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2812314034
validation[          , genome  5812] predictions:    9668/  10000 (96.68%), best:    9724/10000 (97.24%), error:      1080.07776, best error:       959.41486 on epoch:    41, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 60.5045852661s, input_fired_time: 0.7941499352, output_fired_time: 0.4677555561, propagate_forward_time: 22.9991817474, propagate_backward_time: 34.5581016541, weight_update_time: 0.0751180202, other_time: 1.6853981018
epoch time: 4.8864693642s, input_fired_time: 0.0830829516, output_fired_time: 0.0000000000, propagate_forward_time: 4.5181016922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2852845192
validation[          , genome  5812] predictions:    9664/  10000 (96.64%), best:    9724/10000 (97.24%), error:      1125.89819, best error:       959.41486 on epoch:    41, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 61.3419036865s, input_fired_time: 0.7896685600, output_fired_time: 0.4771370292, propagate_forward_time: 23.2554035187, propagate_backward_time: 35.1512718201, weight_update_time: 0.0715604722, other_time: 1.6684226990
epoch time: 4.8826026917s, input_fired_time: 0.0823308378, output_fired_time: 0.0000000000, propagate_forward_time: 4.5213327408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2789392471
validation[          , genome  5812] predictions:    9661/  10000 (96.61%), best:    9724/10000 (97.24%), error:      1086.73816, best error:       959.41486 on epoch:    41, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 62.2001953125s, input_fired_time: 0.7939258814, output_fired_time: 0.4783091545, propagate_forward_time: 23.7016296387, propagate_backward_time: 35.5899314880, weight_update_time: 0.0714218691, other_time: 1.6363983154
epoch time: 5.0801243782s, input_fired_time: 0.0833970010, output_fired_time: 0.0000000000, propagate_forward_time: 4.7133836746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2833437920
validation[          , genome  5812] predictions:    9705/  10000 (97.05%), best:    9724/10000 (97.24%), error:      1032.16162, best error:       959.41486 on epoch:    41, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 60.4787445068s, input_fired_time: 0.7756565809, output_fired_time: 0.4716763794, propagate_forward_time: 22.9744663239, propagate_backward_time: 34.6641502380, weight_update_time: 0.0690315887, other_time: 1.5927925110
epoch time: 4.9475393295s, input_fired_time: 0.0816165730, output_fired_time: 0.0000000000, propagate_forward_time: 4.5870704651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2788524628
validation[          , genome  5812] predictions:    9675/  10000 (96.75%), best:    9724/10000 (97.24%), error:      1079.43201, best error:       959.41486 on epoch:    41, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 60.8566093445s, input_fired_time: 0.7814582586, output_fired_time: 0.4805167317, propagate_forward_time: 23.2155113220, propagate_backward_time: 34.8051528931, weight_update_time: 0.0687882900, other_time: 1.5739669800
epoch time: 4.9138274193s, input_fired_time: 0.0815343931, output_fired_time: 0.0000000000, propagate_forward_time: 4.5539631844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2783298492
validation[          , genome  5812] predictions:    9702/  10000 (97.02%), best:    9724/10000 (97.24%), error:      1030.40991, best error:       959.41486 on epoch:    41, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 61.1012496948s, input_fired_time: 0.7834175229, output_fired_time: 0.4793140888, propagate_forward_time: 23.3241539001, propagate_backward_time: 34.9247322083, weight_update_time: 0.0697371140, other_time: 1.5896339417
epoch time: 5.1581645012s, input_fired_time: 0.0843522772, output_fired_time: 0.0000000000, propagate_forward_time: 4.7814846039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923274040
validation[          , genome  5812] predictions:    9688/  10000 (96.88%), best:    9724/10000 (97.24%), error:      1053.71509, best error:       959.41486 on epoch:    41, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 61.7251129150s, input_fired_time: 0.7883256674, output_fired_time: 0.4820349514, propagate_forward_time: 23.5783691406, propagate_backward_time: 35.2819709778, weight_update_time: 0.0701031461, other_time: 1.5944099426
epoch time: 5.6419892311s, input_fired_time: 0.0948812366, output_fired_time: 0.0000000000, propagate_forward_time: 5.2220544815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3250536919
validation[          , genome  5812] predictions:    9673/  10000 (96.73%), best:    9724/10000 (97.24%), error:      1096.38147, best error:       959.41486 on epoch:    41, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 61.7937965393s, input_fired_time: 0.7893694639, output_fired_time: 0.4862577617, propagate_forward_time: 23.5332908630, propagate_backward_time: 35.3734016418, weight_update_time: 0.0704087317, other_time: 1.6114768982
epoch time: 4.8729705811s, input_fired_time: 0.0813251734, output_fired_time: 0.0000000000, propagate_forward_time: 4.5138068199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2778387070
validation[          , genome  5812] predictions:    9711/  10000 (97.11%), best:    9724/10000 (97.24%), error:      1010.72565, best error:       959.41486 on epoch:    41, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 60.8441505432s, input_fired_time: 0.7845082283, output_fired_time: 0.4755939245, propagate_forward_time: 23.1072940826, propagate_backward_time: 34.8657073975, weight_update_time: 0.0695202872, other_time: 1.6110458374
epoch time: 5.4873127937s, input_fired_time: 0.0885488763, output_fired_time: 0.0000000000, propagate_forward_time: 5.0930485725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3057155609
validation[          , genome  5812] predictions:    9703/  10000 (97.03%), best:    9724/10000 (97.24%), error:      1008.38049, best error:       959.41486 on epoch:    41, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 61.3269844055s, input_fired_time: 0.7936958671, output_fired_time: 0.4818037450, propagate_forward_time: 23.3557395935, propagate_backward_time: 35.0763244629, weight_update_time: 0.0701376423, other_time: 1.6194190979
epoch time: 5.4450449944s, input_fired_time: 0.0906970501, output_fired_time: 0.0000000000, propagate_forward_time: 5.0462660789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3080821037
validation[          , genome  5812] predictions:    9684/  10000 (96.84%), best:    9724/10000 (97.24%), error:      1055.09192, best error:       959.41486 on epoch:    41, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 63.4350929260s, input_fired_time: 0.8175570369, output_fired_time: 0.4861265719, propagate_forward_time: 24.2207126617, propagate_backward_time: 36.2079467773, weight_update_time: 0.0754009187, other_time: 1.7027511597
epoch time: 4.8905906677s, input_fired_time: 0.0826042145, output_fired_time: 0.0000000000, propagate_forward_time: 4.5316796303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2763066292
validation[          , genome  5812] predictions:    9691/  10000 (96.91%), best:    9724/10000 (97.24%), error:       994.70471, best error:       959.41486 on epoch:    41, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 61.5613250732s, input_fired_time: 0.7933129072, output_fired_time: 0.4835060835, propagate_forward_time: 23.5838336945, propagate_backward_time: 35.0997085571, weight_update_time: 0.0707814246, other_time: 1.6009674072
epoch time: 5.0442724228s, input_fired_time: 0.0842876509, output_fired_time: 0.0000000000, propagate_forward_time: 4.6756224632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2843623161
validation[          , genome  5812] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       915.30328, best error:       915.30328 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 61.3057289124s, input_fired_time: 0.7869604826, output_fired_time: 0.4746631682, propagate_forward_time: 23.2452182770, propagate_backward_time: 35.1962547302, weight_update_time: 0.0699789748, other_time: 1.6026344299
epoch time: 4.8816261292s, input_fired_time: 0.0819052830, output_fired_time: 0.0000000000, propagate_forward_time: 4.5242929459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754278183
validation[          , genome  5812] predictions:    9720/  10000 (97.20%), best:    9733/10000 (97.33%), error:       964.76379, best error:       915.30328 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 61.9170684814s, input_fired_time: 0.7913762927, output_fired_time: 0.4821090996, propagate_forward_time: 23.4424171448, propagate_backward_time: 35.5941658020, weight_update_time: 0.0698611736, other_time: 1.6069984436
epoch time: 4.8921675682s, input_fired_time: 0.0828259960, output_fired_time: 0.0000000000, propagate_forward_time: 4.5329651833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2763762474
validation[          , genome  5812] predictions:    9666/  10000 (96.66%), best:    9733/10000 (97.33%), error:      1161.91455, best error:       915.30328 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 61.4482955933s, input_fired_time: 0.7915898561, output_fired_time: 0.4846634567, propagate_forward_time: 23.4240226746, propagate_backward_time: 35.1554374695, weight_update_time: 0.0696687624, other_time: 1.5925788879
epoch time: 4.8770580292s, input_fired_time: 0.0823151544, output_fired_time: 0.0000000000, propagate_forward_time: 4.5169191360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2778239250
validation[          , genome  5812] predictions:    9640/  10000 (96.40%), best:    9733/10000 (97.33%), error:      1194.99072, best error:       915.30328 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 60.5102005005s, input_fired_time: 0.7884691954, output_fired_time: 0.4764194787, propagate_forward_time: 23.0640239716, propagate_backward_time: 34.6010208130, weight_update_time: 0.0689773858, other_time: 1.5802688599
epoch time: 5.2754511833s, input_fired_time: 0.0873499513, output_fired_time: 0.0000000000, propagate_forward_time: 4.8874750137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3006262779
validation[          , genome  5812] predictions:    9597/  10000 (95.97%), best:    9733/10000 (97.33%), error:      1339.69177, best error:       915.30328 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 61.1397514343s, input_fired_time: 0.7893231511, output_fired_time: 0.4771592915, propagate_forward_time: 23.2023010254, propagate_backward_time: 35.0816459656, weight_update_time: 0.0697512403, other_time: 1.5893249512
epoch time: 4.9122247696s, input_fired_time: 0.0826202035, output_fired_time: 0.0000000000, propagate_forward_time: 4.5538291931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2757754326
validation[          , genome  5812] predictions:    9637/  10000 (96.37%), best:    9733/10000 (97.33%), error:      1205.29224, best error:       915.30328 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 60.9210853577s, input_fired_time: 0.7861045003, output_fired_time: 0.4754846096, propagate_forward_time: 23.1493587494, propagate_backward_time: 34.9365730286, weight_update_time: 0.0694011301, other_time: 1.5735664368
epoch time: 4.9462451935s, input_fired_time: 0.0830960944, output_fired_time: 0.0000000000, propagate_forward_time: 4.5848054886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2783436775
validation[          , genome  5812] predictions:    9675/  10000 (96.75%), best:    9733/10000 (97.33%), error:      1135.99854, best error:       915.30328 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 61.8102264404s, input_fired_time: 0.7953898311, output_fired_time: 0.4872343242, propagate_forward_time: 23.5027961731, propagate_backward_time: 35.4239158630, weight_update_time: 0.0700734258, other_time: 1.6008872986
epoch time: 5.7165594101s, input_fired_time: 0.0927497149, output_fired_time: 0.0000000000, propagate_forward_time: 5.3090839386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3147258759
validation[          , genome  5812] predictions:    9646/  10000 (96.46%), best:    9733/10000 (97.33%), error:      1207.58521, best error:       915.30328 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 60.9963760376s, input_fired_time: 0.7889776230, output_fired_time: 0.4757771790, propagate_forward_time: 23.2266139984, propagate_backward_time: 34.9190101624, weight_update_time: 0.0700202733, other_time: 1.5859947205
epoch time: 5.0959906578s, input_fired_time: 0.0857425109, output_fired_time: 0.0000000000, propagate_forward_time: 4.7227945328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2874536514
validation[          , genome  5812] predictions:    9658/  10000 (96.58%), best:    9733/10000 (97.33%), error:      1113.91736, best error:       915.30328 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 60.5601119995s, input_fired_time: 0.7888566256, output_fired_time: 0.4738043249, propagate_forward_time: 23.1424694061, propagate_backward_time: 34.5920181274, weight_update_time: 0.0689456835, other_time: 1.5629653931
epoch time: 4.9439964294s, input_fired_time: 0.0831457898, output_fired_time: 0.0000000000, propagate_forward_time: 4.5834212303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2774295807
validation[          , genome  5812] predictions:    9722/  10000 (97.22%), best:    9733/10000 (97.33%), error:       954.03180, best error:       915.30328 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 60.0280380249s, input_fired_time: 0.7852430344, output_fired_time: 0.4698312581, propagate_forward_time: 22.8370628357, propagate_backward_time: 34.3749389648, weight_update_time: 0.0686596036, other_time: 1.5609626770
epoch time: 4.8737063408s, input_fired_time: 0.0830053091, output_fired_time: 0.0000000000, propagate_forward_time: 4.5159082413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747926712
validation[          , genome  5812] predictions:    9708/  10000 (97.08%), best:    9733/10000 (97.33%), error:      1039.15454, best error:       915.30328 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 61.4628219604s, input_fired_time: 0.7929735184, output_fired_time: 0.4777249098, propagate_forward_time: 23.3876132965, propagate_backward_time: 35.2083854675, weight_update_time: 0.0699906126, other_time: 1.5961265564
epoch time: 4.8747916222s, input_fired_time: 0.0828431994, output_fired_time: 0.0000000000, propagate_forward_time: 4.5162148476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2757334709
validation[          , genome  5812] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       899.51691, best error:       899.51691 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 60.9025192261s, input_fired_time: 0.7906511426, output_fired_time: 0.4755097330, propagate_forward_time: 23.0898151398, propagate_backward_time: 34.9401969910, weight_update_time: 0.0698327944, other_time: 1.6063499451
epoch time: 5.2496767044s, input_fired_time: 0.0872051194, output_fired_time: 0.0000000000, propagate_forward_time: 4.8718495369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2906222343
validation[          , genome  5812] predictions:    9707/  10000 (97.07%), best:    9750/10000 (97.50%), error:      1006.76019, best error:       899.51691 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 61.2450523376s, input_fired_time: 0.7951911092, output_fired_time: 0.4776028097, propagate_forward_time: 23.3776092529, propagate_backward_time: 35.0120429993, weight_update_time: 0.0694309697, other_time: 1.5826034546
epoch time: 4.9461016655s, input_fired_time: 0.0841214880, output_fired_time: 0.0000000000, propagate_forward_time: 4.5826554298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2793245316
validation[          , genome  5812] predictions:    9661/  10000 (96.61%), best:    9750/10000 (97.50%), error:      1132.08606, best error:       899.51691 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 61.1899986267s, input_fired_time: 0.7943284512, output_fired_time: 0.4811652601, propagate_forward_time: 23.3223533630, propagate_backward_time: 35.0094833374, weight_update_time: 0.0693026260, other_time: 1.5826683044
epoch time: 5.4785504341s, input_fired_time: 0.0901974067, output_fired_time: 0.0000000000, propagate_forward_time: 5.0870633125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3012895584
validation[          , genome  5812] predictions:    9724/  10000 (97.24%), best:    9750/10000 (97.50%), error:       957.05469, best error:       899.51691 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 61.3286361694s, input_fired_time: 0.7942099571, output_fired_time: 0.4785537720, propagate_forward_time: 23.3396244049, propagate_backward_time: 35.1239738464, weight_update_time: 0.0701183975, other_time: 1.5922737122
epoch time: 5.0161380768s, input_fired_time: 0.0844011158, output_fired_time: 0.0000000000, propagate_forward_time: 4.6501255035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2816114426
validation[          , genome  5812] predictions:    9732/  10000 (97.32%), best:    9750/10000 (97.50%), error:       936.67358, best error:       899.51691 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 60.9557876587s, input_fired_time: 0.7909678817, output_fired_time: 0.4783546627, propagate_forward_time: 23.1535568237, propagate_backward_time: 34.9562263489, weight_update_time: 0.0695278272, other_time: 1.5766830444
epoch time: 4.9243011475s, input_fired_time: 0.0831193924, output_fired_time: 0.0000000000, propagate_forward_time: 4.5649476051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2762341499
validation[          , genome  5812] predictions:    9703/  10000 (97.03%), best:    9750/10000 (97.50%), error:      1009.15991, best error:       899.51691 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 61.6139678955s, input_fired_time: 0.7999166846, output_fired_time: 0.4836797118, propagate_forward_time: 23.5413646698, propagate_backward_time: 35.1937408447, weight_update_time: 0.0696457028, other_time: 1.5952682495
epoch time: 4.9366445541s, input_fired_time: 0.0833349600, output_fired_time: 0.0000000000, propagate_forward_time: 4.5757322311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2775774002
validation[          , genome  5812] predictions:    9722/  10000 (97.22%), best:    9750/10000 (97.50%), error:       994.73218, best error:       899.51691 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 60.9299964905s, input_fired_time: 0.7934320569, output_fired_time: 0.4708535671, propagate_forward_time: 23.1285114288, propagate_backward_time: 34.9519577026, weight_update_time: 0.0691974834, other_time: 1.5852432251
epoch time: 5.1668987274s, input_fired_time: 0.0870256871, output_fired_time: 0.0000000000, propagate_forward_time: 4.7913150787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2885580063
validation[          , genome  5812] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       878.83099, best error:       878.83099 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 61.8070907593s, input_fired_time: 0.8003489375, output_fired_time: 0.4870458841, propagate_forward_time: 23.4549560547, propagate_backward_time: 35.4558372498, weight_update_time: 0.0702112243, other_time: 1.6089019775
epoch time: 5.0340061188s, input_fired_time: 0.0857071877, output_fired_time: 0.0000000000, propagate_forward_time: 4.6647906303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2835083008
validation[          , genome  5812] predictions:    9708/  10000 (97.08%), best:    9750/10000 (97.50%), error:       977.16254, best error:       878.83099 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 61.7887191772s, input_fired_time: 0.8011208773, output_fired_time: 0.4825100005, propagate_forward_time: 23.6428222656, propagate_backward_time: 35.2569198608, weight_update_time: 0.0699723363, other_time: 1.6053466797
epoch time: 4.9586830139s, input_fired_time: 0.0837813318, output_fired_time: 0.0000000000, propagate_forward_time: 4.5953836441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2795181274
validation[          , genome  5812] predictions:    9703/  10000 (97.03%), best:    9750/10000 (97.50%), error:      1009.02295, best error:       878.83099 on epoch:    98, 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: 25.1450576782s, input_fired_time: 0.4339547753, output_fired_time: 0.0000000000, propagate_forward_time: 23.2597846985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4513187408
best training[          , genome  5812] predictions:   49561/  50000 (99.12%), best:    9750/10000 (97.50%), error:      1933.63940, best error:       878.83099 on epoch:    98, 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: 4.9992866516s, input_fired_time: 0.0841359347, output_fired_time: 0.0000000000, propagate_forward_time: 4.6225423813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2926082611
   testing[          , genome  5812] predictions:    9736/  10000 (97.36%), best:    9750/10000 (97.50%), error:       871.20953, best error:       878.83099 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:16:37 (5614): called boinc_finish(0)

</stderr_txt>
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