Nameexact_genome_1512568488_41_7099_1
Workunit2606811
Created7 Dec 2017, 23:55:19 UTC
Sent7 Dec 2017, 23:59:28 UTC
Report deadline15 Dec 2017, 0:34:51 UTC
Received8 Dec 2017, 9:03:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 0 min 52 sec
CPU time2 hours 0 min 48 sec
Validate stateValid
Credit1,756.15
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.51 MB
Peak swap size152.34 MB
Peak disk usage1.09 MB

Stderr output

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

epoch time: 64.2740249634s, input_fired_time: 0.8655881286, output_fired_time: 0.5350409746, propagate_forward_time: 24.6235904694, propagate_backward_time: 36.5040054321, weight_update_time: 0.0718295723, other_time: 1.7457962036
epoch time: 5.3192620277s, input_fired_time: 0.0898856521, output_fired_time: 0.0000000000, propagate_forward_time: 4.9278154373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3015608788
validation[          , genome  7099] predictions:    9678/  10000 (96.78%), best:    9684/10000 (96.84%), error:      1142.47095, best error:      1120.76770 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 64.2461776733s, input_fired_time: 0.8611401916, output_fired_time: 0.5346814394, propagate_forward_time: 24.6026344299, propagate_backward_time: 36.5097084045, weight_update_time: 0.0707562864, other_time: 1.7380104065
epoch time: 5.3091983795s, input_fired_time: 0.0896340460, output_fired_time: 0.0000000000, propagate_forward_time: 4.9194965363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3000679016
validation[          , genome  7099] predictions:    9638/  10000 (96.38%), best:    9684/10000 (96.84%), error:      1223.33191, best error:      1120.76770 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 65.6825790405s, input_fired_time: 0.8729332685, output_fired_time: 0.5478007197, propagate_forward_time: 25.1681671143, propagate_backward_time: 37.3116950989, weight_update_time: 0.0723779574, other_time: 1.7819862366
epoch time: 5.3287978172s, input_fired_time: 0.0901851580, output_fired_time: 0.0000000000, propagate_forward_time: 4.9316406250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069720268
validation[          , genome  7099] predictions:    9501/  10000 (95.01%), best:    9684/10000 (96.84%), error:      1595.09021, best error:      1120.76770 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 64.4462509155s, input_fired_time: 0.8685250878, output_fired_time: 0.5409789681, propagate_forward_time: 24.6720695496, propagate_backward_time: 36.5799903870, weight_update_time: 0.0717625096, other_time: 1.7846870422
epoch time: 5.3143610954s, input_fired_time: 0.0918884352, output_fired_time: 0.0000000000, propagate_forward_time: 4.9193334579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3031392097
validation[          , genome  7099] predictions:    9639/  10000 (96.39%), best:    9684/10000 (96.84%), error:      1259.56177, best error:      1120.76770 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 64.2286224365s, input_fired_time: 0.8628615737, output_fired_time: 0.5361537337, propagate_forward_time: 24.5970649719, propagate_backward_time: 36.4468116760, weight_update_time: 0.0708899349, other_time: 1.7857322693
epoch time: 5.3129305840s, input_fired_time: 0.0883795843, output_fired_time: 0.0000000000, propagate_forward_time: 4.9197540283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3047971725
validation[          , genome  7099] predictions:    9675/  10000 (96.75%), best:    9675/10000 (96.75%), error:      1118.29968, best error:      1118.29968 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 67.7714385986s, input_fired_time: 0.8842410445, output_fired_time: 0.5586670637, propagate_forward_time: 26.0307617188, propagate_backward_time: 38.4281806946, weight_update_time: 0.0740323886, other_time: 1.8695869446
epoch time: 5.3243422508s, input_fired_time: 0.0916848555, output_fired_time: 0.0000000000, propagate_forward_time: 4.9213871956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3112702370
validation[          , genome  7099] predictions:    9667/  10000 (96.67%), best:    9675/10000 (96.75%), error:      1125.79590, best error:      1118.29968 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 65.0529479980s, input_fired_time: 0.8743875623, output_fired_time: 0.5418066978, propagate_forward_time: 24.9700050354, propagate_backward_time: 36.8611984253, weight_update_time: 0.0712331533, other_time: 1.8055496216
epoch time: 5.3949837685s, input_fired_time: 0.0894283280, output_fired_time: 0.0000000000, propagate_forward_time: 4.9978132248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077421188
validation[          , genome  7099] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:      1022.72162, best error:      1022.72162 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 65.7179946899s, input_fired_time: 0.8667017221, output_fired_time: 0.5442835093, propagate_forward_time: 25.2083435059, propagate_backward_time: 37.3398971558, weight_update_time: 0.0713760778, other_time: 1.7587738037
epoch time: 5.4716925621s, input_fired_time: 0.0909300297, output_fired_time: 0.0000000000, propagate_forward_time: 5.0750203133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3057422638
validation[          , genome  7099] predictions:    9691/  10000 (96.91%), best:    9705/10000 (97.05%), error:      1062.91333, best error:      1022.72162 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 66.9907302856s, input_fired_time: 0.8779173493, output_fired_time: 0.5545844436, propagate_forward_time: 25.7257423401, propagate_backward_time: 38.0446128845, weight_update_time: 0.0726467893, other_time: 1.7878799438
epoch time: 5.3255796432s, input_fired_time: 0.0910003930, output_fired_time: 0.0000000000, propagate_forward_time: 4.9278488159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3067302704
validation[          , genome  7099] predictions:    9644/  10000 (96.44%), best:    9705/10000 (97.05%), error:      1132.23633, best error:      1022.72162 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 66.1112289429s, input_fired_time: 0.8707284927, output_fired_time: 0.5473053455, propagate_forward_time: 25.4216327667, propagate_backward_time: 37.5197067261, weight_update_time: 0.0722256079, other_time: 1.7518615723
epoch time: 5.3082284927s, input_fired_time: 0.0895578414, output_fired_time: 0.0000000000, propagate_forward_time: 4.9208698273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2978010178
validation[          , genome  7099] predictions:    9694/  10000 (96.94%), best:    9705/10000 (97.05%), error:      1057.02551, best error:      1022.72162 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 64.5844421387s, input_fired_time: 0.8597955704, output_fired_time: 0.5376645327, propagate_forward_time: 24.7255210876, propagate_backward_time: 36.7250251770, weight_update_time: 0.0709758550, other_time: 1.7364349365
epoch time: 6.1453409195s, input_fired_time: 0.1027518064, output_fired_time: 0.0000000000, propagate_forward_time: 5.7008385658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3417506218
validation[          , genome  7099] predictions:    9687/  10000 (96.87%), best:    9705/10000 (97.05%), error:      1078.11060, best error:      1022.72162 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 66.4877319336s, input_fired_time: 0.8830850720, output_fired_time: 0.5527765155, propagate_forward_time: 25.4696960449, propagate_backward_time: 37.7612304688, weight_update_time: 0.0740190521, other_time: 1.8209381104
epoch time: 5.3240780830s, input_fired_time: 0.0884396657, output_fired_time: 0.0000000000, propagate_forward_time: 4.9359850883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2996535301
validation[          , genome  7099] predictions:    9688/  10000 (96.88%), best:    9705/10000 (97.05%), error:      1062.76245, best error:      1022.72162 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 64.1009979248s, input_fired_time: 0.8598588705, output_fired_time: 0.5338121057, propagate_forward_time: 24.5831794739, propagate_backward_time: 36.3988647461, weight_update_time: 0.0707738921, other_time: 1.7252807617
epoch time: 5.3045072556s, input_fired_time: 0.0901897699, output_fired_time: 0.0000000000, propagate_forward_time: 4.9171795845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2971377373
validation[          , genome  7099] predictions:    9613/  10000 (96.13%), best:    9705/10000 (97.05%), error:      1267.03650, best error:      1022.72162 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 64.1430587769s, input_fired_time: 0.8648610711, output_fired_time: 0.5346310735, propagate_forward_time: 24.5916080475, propagate_backward_time: 36.4132652283, weight_update_time: 0.0708289295, other_time: 1.7386970520
epoch time: 5.3169689178s, input_fired_time: 0.0899254680, output_fired_time: 0.0000000000, propagate_forward_time: 4.9199075699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3071360588
validation[          , genome  7099] predictions:    9698/  10000 (96.98%), best:    9705/10000 (97.05%), error:      1023.90784, best error:      1022.72162 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 67.6249618530s, input_fired_time: 0.8873493671, output_fired_time: 0.5576697588, propagate_forward_time: 25.9853229523, propagate_backward_time: 38.3655509949, weight_update_time: 0.0728753135, other_time: 1.8290672302
epoch time: 5.3176016808s, input_fired_time: 0.0881948993, output_fired_time: 0.0000000000, propagate_forward_time: 4.9222984314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3071084023
validation[          , genome  7099] predictions:    9685/  10000 (96.85%), best:    9705/10000 (97.05%), error:      1066.95874, best error:      1022.72162 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 64.1493835449s, input_fired_time: 0.8551917076, output_fired_time: 0.5316687822, propagate_forward_time: 24.5722217560, propagate_backward_time: 36.5164909363, weight_update_time: 0.0679823682, other_time: 1.6738090515
epoch time: 5.2960062027s, input_fired_time: 0.0890323147, output_fired_time: 0.0000000000, propagate_forward_time: 4.9135828018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2933912277
validation[          , genome  7099] predictions:    9497/  10000 (94.97%), best:    9705/10000 (97.05%), error:      1602.11938, best error:      1022.72162 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 64.2335739136s, input_fired_time: 0.8595014215, output_fired_time: 0.5339530110, propagate_forward_time: 24.5808525085, propagate_backward_time: 36.5781288147, weight_update_time: 0.0679908097, other_time: 1.6811370850
epoch time: 5.3045854568s, input_fired_time: 0.0910524279, output_fired_time: 0.0000000000, propagate_forward_time: 4.9149961472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2985367775
validation[          , genome  7099] predictions:    9404/  10000 (94.04%), best:    9705/10000 (97.05%), error:      1990.68994, best error:      1022.72162 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 64.2315673828s, input_fired_time: 0.8598034382, output_fired_time: 0.5357851982, propagate_forward_time: 24.5761585236, propagate_backward_time: 36.5630111694, weight_update_time: 0.0681000352, other_time: 1.6968078613
epoch time: 5.3043856621s, input_fired_time: 0.0905342922, output_fired_time: 0.0000000000, propagate_forward_time: 4.9159588814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2978925705
validation[          , genome  7099] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       888.42297, best error:       888.42297 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 64.2512588501s, input_fired_time: 0.8619437218, output_fired_time: 0.5368800759, propagate_forward_time: 24.5723857880, propagate_backward_time: 36.5850830078, weight_update_time: 0.0680979192, other_time: 1.6949691772
epoch time: 5.3016939163s, input_fired_time: 0.0896567553, output_fired_time: 0.0000000000, propagate_forward_time: 4.9152069092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2968301773
validation[          , genome  7099] predictions:    9710/  10000 (97.10%), best:    9739/10000 (97.39%), error:       956.41748, best error:       888.42297 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 64.2158126831s, input_fired_time: 0.8630691767, output_fired_time: 0.5342908502, propagate_forward_time: 24.5927143097, propagate_backward_time: 36.5283012390, weight_update_time: 0.0683032647, other_time: 1.6974372864
epoch time: 5.3005638123s, input_fired_time: 0.0895017534, output_fired_time: 0.0000000000, propagate_forward_time: 4.9143242836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2967376709
validation[          , genome  7099] predictions:    9706/  10000 (97.06%), best:    9739/10000 (97.39%), error:       939.31934, best error:       888.42297 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 64.6849975586s, input_fired_time: 0.8710789680, output_fired_time: 0.5376759171, propagate_forward_time: 24.7692546844, propagate_backward_time: 36.7828903198, weight_update_time: 0.0686561540, other_time: 1.7240982056
epoch time: 5.3024635315s, input_fired_time: 0.0913577005, output_fired_time: 0.0000000000, propagate_forward_time: 4.9142832756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2968225479
validation[          , genome  7099] predictions:    9718/  10000 (97.18%), best:    9739/10000 (97.39%), error:       976.79047, best error:       888.42297 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 67.1027145386s, input_fired_time: 0.8857823610, output_fired_time: 0.5536082983, propagate_forward_time: 25.7600536346, propagate_backward_time: 38.1280822754, weight_update_time: 0.0711549595, other_time: 1.7751846313
epoch time: 5.3478503227s, input_fired_time: 0.0873260126, output_fired_time: 0.0000000000, propagate_forward_time: 4.9597654343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3007588387
validation[          , genome  7099] predictions:    9652/  10000 (96.52%), best:    9739/10000 (97.39%), error:      1150.06140, best error:       888.42297 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 65.0396499634s, input_fired_time: 0.8704908490, output_fired_time: 0.5390720963, propagate_forward_time: 24.9451675415, propagate_backward_time: 36.9309196472, weight_update_time: 0.0689718574, other_time: 1.7539978027
epoch time: 5.8483018875s, input_fired_time: 0.1000386998, output_fired_time: 0.0000000000, propagate_forward_time: 5.4139051437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3343582153
validation[          , genome  7099] predictions:    9639/  10000 (96.39%), best:    9739/10000 (97.39%), error:      1204.06421, best error:       888.42297 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 64.7423095703s, input_fired_time: 0.8696025014, output_fired_time: 0.5367832184, propagate_forward_time: 24.8373870850, propagate_backward_time: 36.7611503601, weight_update_time: 0.0690056980, other_time: 1.7373847961
epoch time: 5.3020758629s, input_fired_time: 0.0897851512, output_fired_time: 0.0000000000, propagate_forward_time: 4.9160799980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2962107658
validation[          , genome  7099] predictions:    9629/  10000 (96.29%), best:    9739/10000 (97.39%), error:      1245.25049, best error:       888.42297 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 64.2965164185s, input_fired_time: 0.8747032285, output_fired_time: 0.5380373001, propagate_forward_time: 24.6316852570, propagate_backward_time: 36.5386886597, weight_update_time: 0.0682971254, other_time: 1.7134017944
epoch time: 5.2988214493s, input_fired_time: 0.0889687315, output_fired_time: 0.0000000000, propagate_forward_time: 4.9135289192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2963237762
validation[          , genome  7099] predictions:    9709/  10000 (97.09%), best:    9739/10000 (97.39%), error:       996.80139, best error:       888.42297 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 65.0568237305s, input_fired_time: 0.8709617853, output_fired_time: 0.5388072729, propagate_forward_time: 24.9449081421, propagate_backward_time: 36.9925880432, weight_update_time: 0.0690281838, other_time: 1.7095565796
epoch time: 5.3129262924s, input_fired_time: 0.0944285020, output_fired_time: 0.0000000000, propagate_forward_time: 4.9164743423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3020234108
validation[          , genome  7099] predictions:    9622/  10000 (96.22%), best:    9739/10000 (97.39%), error:      1206.02393, best error:       888.42297 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 67.0024948120s, input_fired_time: 0.8868467212, output_fired_time: 0.5494549870, propagate_forward_time: 25.7579631805, propagate_backward_time: 38.0600051880, weight_update_time: 0.0713874549, other_time: 1.7482223511
epoch time: 5.3047342300s, input_fired_time: 0.0910959691, output_fired_time: 0.0000000000, propagate_forward_time: 4.9171442986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2964940071
validation[          , genome  7099] predictions:    9674/  10000 (96.74%), best:    9739/10000 (97.39%), error:      1094.73303, best error:       888.42297 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 67.7696380615s, input_fired_time: 0.9011315107, output_fired_time: 0.5589073300, propagate_forward_time: 26.0869579315, propagate_backward_time: 38.4184608459, weight_update_time: 0.0730034336, other_time: 1.8041801453
epoch time: 5.6490392685s, input_fired_time: 0.0984616131, output_fired_time: 0.0000000000, propagate_forward_time: 5.2285709381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3220067024
validation[          , genome  7099] predictions:    9705/  10000 (97.05%), best:    9739/10000 (97.39%), error:       992.51550, best error:       888.42297 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 65.3027648926s, input_fired_time: 0.8800255060, output_fired_time: 0.5419361591, propagate_forward_time: 25.0337429047, propagate_backward_time: 37.1020126343, weight_update_time: 0.0703457296, other_time: 1.7450485229
epoch time: 5.6985917091s, input_fired_time: 0.0971711800, output_fired_time: 0.0000000000, propagate_forward_time: 5.2787108421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3227095604
validation[          , genome  7099] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       877.70721, best error:       877.70721 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 69.7341003418s, input_fired_time: 0.9144530892, output_fired_time: 0.5756747723, propagate_forward_time: 26.8521003723, propagate_backward_time: 39.5523529053, weight_update_time: 0.0748475641, other_time: 1.8395195007
epoch time: 5.3637237549s, input_fired_time: 0.0896143243, output_fired_time: 0.0000000000, propagate_forward_time: 4.9781293869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2959799767
validation[          , genome  7099] predictions:    9681/  10000 (96.81%), best:    9746/10000 (97.46%), error:      1049.09741, best error:       877.70721 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 68.5345306396s, input_fired_time: 0.9017582536, output_fired_time: 0.5638132691, propagate_forward_time: 26.3759040833, propagate_backward_time: 38.8360252380, weight_update_time: 0.0734225884, other_time: 1.8570327759
epoch time: 5.3249402046s, input_fired_time: 0.0917554796, output_fired_time: 0.0000000000, propagate_forward_time: 4.9231686592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100161552
validation[          , genome  7099] predictions:    9681/  10000 (96.81%), best:    9746/10000 (97.46%), error:      1036.73389, best error:       877.70721 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 71.1513214111s, input_fired_time: 0.9254316688, output_fired_time: 0.5795339346, propagate_forward_time: 27.4642715454, propagate_backward_time: 40.2597618103, weight_update_time: 0.0748673826, other_time: 1.9223213196
epoch time: 5.5071849823s, input_fired_time: 0.0936792046, output_fired_time: 0.0000000000, propagate_forward_time: 5.0970783234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3164272308
validation[          , genome  7099] predictions:    9739/  10000 (97.39%), best:    9746/10000 (97.46%), error:       887.79730, best error:       877.70721 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 71.4473800659s, input_fired_time: 0.9260820150, output_fired_time: 0.5845951438, propagate_forward_time: 27.5664405823, propagate_backward_time: 40.4649772644, weight_update_time: 0.0756687298, other_time: 1.9052886963
epoch time: 5.3591709137s, input_fired_time: 0.0905573741, output_fired_time: 0.0000000000, propagate_forward_time: 4.9725503922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2960629463
validation[          , genome  7099] predictions:    9721/  10000 (97.21%), best:    9746/10000 (97.46%), error:       939.78143, best error:       877.70721 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 66.0293121338s, input_fired_time: 0.8758528233, output_fired_time: 0.5428826809, propagate_forward_time: 25.3467254639, propagate_backward_time: 37.5485458374, weight_update_time: 0.0699350312, other_time: 1.7153015137
epoch time: 5.3042726517s, input_fired_time: 0.0907941088, output_fired_time: 0.0000000000, propagate_forward_time: 4.9195508957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2939276695
validation[          , genome  7099] predictions:    9715/  10000 (97.15%), best:    9746/10000 (97.46%), error:       945.06812, best error:       877.70721 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 68.6456985474s, input_fired_time: 0.9024388194, output_fired_time: 0.5632511377, propagate_forward_time: 26.3862361908, propagate_backward_time: 39.0046768188, weight_update_time: 0.0728804246, other_time: 1.7891006470
epoch time: 5.3002662659s, input_fired_time: 0.0901314318, output_fired_time: 0.0000000000, propagate_forward_time: 4.9139761925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2961587906
validation[          , genome  7099] predictions:    9655/  10000 (96.55%), best:    9746/10000 (97.46%), error:      1151.38733, best error:       877.70721 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 64.1158752441s, input_fired_time: 0.8648395538, output_fired_time: 0.5312882662, propagate_forward_time: 24.5722351074, propagate_backward_time: 36.4678115845, weight_update_time: 0.0685254857, other_time: 1.6797027588
epoch time: 5.3005504608s, input_fired_time: 0.0894492790, output_fired_time: 0.0000000000, propagate_forward_time: 4.9157338142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2953672409
validation[          , genome  7099] predictions:    9724/  10000 (97.24%), best:    9746/10000 (97.46%), error:       954.83002, best error:       877.70721 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 64.0758056641s, input_fired_time: 0.8616807461, output_fired_time: 0.5305402279, propagate_forward_time: 24.5748424530, propagate_backward_time: 36.4445190430, weight_update_time: 0.0682129860, other_time: 1.6642227173
epoch time: 5.2955389023s, input_fired_time: 0.0889173597, output_fired_time: 0.0000000000, propagate_forward_time: 4.9123973846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2942242622
validation[          , genome  7099] predictions:    9676/  10000 (96.76%), best:    9746/10000 (97.46%), error:      1040.32166, best error:       877.70721 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 64.1231384277s, input_fired_time: 0.8672464490, output_fired_time: 0.5301334262, propagate_forward_time: 24.6108722687, propagate_backward_time: 36.4418411255, weight_update_time: 0.0685149655, other_time: 1.6730499268
epoch time: 5.3492827415s, input_fired_time: 0.0941481367, output_fired_time: 0.0000000000, propagate_forward_time: 4.9507308006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3044037819
validation[          , genome  7099] predictions:    9687/  10000 (96.87%), best:    9746/10000 (97.46%), error:      1038.08228, best error:       877.70721 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 66.4378356934s, input_fired_time: 0.8950836658, output_fired_time: 0.5485703349, propagate_forward_time: 25.4621639252, propagate_backward_time: 37.7299804688, weight_update_time: 0.0750384182, other_time: 1.8020401001
epoch time: 5.8148427010s, input_fired_time: 0.1014077961, output_fired_time: 0.0000000000, propagate_forward_time: 5.3852686882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3281660080
validation[          , genome  7099] predictions:    9658/  10000 (96.58%), best:    9746/10000 (97.46%), error:      1143.28711, best error:       877.70721 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 66.8256912231s, input_fired_time: 0.8956710100, output_fired_time: 0.5501204729, propagate_forward_time: 25.6536540985, propagate_backward_time: 37.9258460999, weight_update_time: 0.0722395405, other_time: 1.8004035950
epoch time: 5.3851451874s, input_fired_time: 0.0922247916, output_fired_time: 0.0000000000, propagate_forward_time: 4.9884386063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3044819832
validation[          , genome  7099] predictions:    9721/  10000 (97.21%), best:    9746/10000 (97.46%), error:       942.13098, best error:       877.70721 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 69.3003768921s, input_fired_time: 0.9102698565, output_fired_time: 0.5673962235, propagate_forward_time: 26.6777687073, propagate_backward_time: 39.3182411194, weight_update_time: 0.0733714104, other_time: 1.8266983032
epoch time: 5.3212018013s, input_fired_time: 0.0913618430, output_fired_time: 0.0000000000, propagate_forward_time: 4.9240417480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3057980537
validation[          , genome  7099] predictions:    9698/  10000 (96.98%), best:    9746/10000 (97.46%), error:       990.61005, best error:       877.70721 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 65.4398498535s, input_fired_time: 0.8831588626, output_fired_time: 0.5427803397, propagate_forward_time: 25.0781040192, propagate_backward_time: 37.1687393188, weight_update_time: 0.0697249547, other_time: 1.7670745850
epoch time: 5.3039646149s, input_fired_time: 0.0890633240, output_fired_time: 0.0000000000, propagate_forward_time: 4.9164266586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2984747887
validation[          , genome  7099] predictions:    9671/  10000 (96.71%), best:    9746/10000 (97.46%), error:      1119.09937, best error:       877.70721 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 66.7371978760s, input_fired_time: 0.8962369561, output_fired_time: 0.5516602993, propagate_forward_time: 25.6374206543, propagate_backward_time: 37.8907966614, weight_update_time: 0.0710674226, other_time: 1.7610816956
epoch time: 5.3141183853s, input_fired_time: 0.0921349078, output_fired_time: 0.0000000000, propagate_forward_time: 4.9184536934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3035297394
validation[          , genome  7099] predictions:    9695/  10000 (96.95%), best:    9746/10000 (97.46%), error:      1003.64178, best error:       877.70721 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 64.5111160278s, input_fired_time: 0.8737342954, output_fired_time: 0.5356857777, propagate_forward_time: 24.7245922089, propagate_backward_time: 36.6696128845, weight_update_time: 0.0687272102, other_time: 1.7074928284
epoch time: 5.3067121506s, input_fired_time: 0.0915494189, output_fired_time: 0.0000000000, propagate_forward_time: 4.9170999527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2980628014
validation[          , genome  7099] predictions:    9686/  10000 (96.86%), best:    9746/10000 (97.46%), error:      1003.51562, best error:       877.70721 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 64.1718673706s, input_fired_time: 0.8767387271, output_fired_time: 0.5329322815, propagate_forward_time: 24.5988483429, propagate_backward_time: 36.4535598755, weight_update_time: 0.0684840605, other_time: 1.7097854614
epoch time: 5.3080677986s, input_fired_time: 0.0930935070, output_fired_time: 0.0000000000, propagate_forward_time: 4.9165997505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2983746529
validation[          , genome  7099] predictions:    9729/  10000 (97.29%), best:    9746/10000 (97.46%), error:       938.21771, best error:       877.70721 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 64.9463500977s, input_fired_time: 0.8766538501, output_fired_time: 0.5416565537, propagate_forward_time: 24.9390125275, propagate_backward_time: 36.9075775146, weight_update_time: 0.0690055266, other_time: 1.6814498901
epoch time: 5.3229508400s, input_fired_time: 0.0932567567, output_fired_time: 0.0000000000, propagate_forward_time: 4.9322090149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2974848747
validation[          , genome  7099] predictions:    9730/  10000 (97.30%), best:    9746/10000 (97.46%), error:       954.99371, best error:       877.70721 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 64.3521575928s, input_fired_time: 0.8691937923, output_fired_time: 0.5348440409, propagate_forward_time: 24.6641826630, propagate_backward_time: 36.6133117676, weight_update_time: 0.0682151392, other_time: 1.6706237793
epoch time: 5.2944617271s, input_fired_time: 0.0903120264, output_fired_time: 0.0000000000, propagate_forward_time: 4.9114861488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2926635742
validation[          , genome  7099] predictions:    9730/  10000 (97.30%), best:    9746/10000 (97.46%), error:       911.54407, best error:       877.70721 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 65.1321258545s, input_fired_time: 0.8760345578, output_fired_time: 0.5441536903, propagate_forward_time: 24.9429893494, propagate_backward_time: 37.0526275635, weight_update_time: 0.0709935352, other_time: 1.7163162231
epoch time: 5.2969789505s, input_fired_time: 0.0912691653, output_fired_time: 0.0000000000, propagate_forward_time: 4.9124608040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932491302
validation[          , genome  7099] predictions:    9683/  10000 (96.83%), best:    9746/10000 (97.46%), error:      1019.64423, best error:       877.70721 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 68.3298263550s, input_fired_time: 0.9090035558, output_fired_time: 0.5615090728, propagate_forward_time: 26.3460884094, propagate_backward_time: 38.7056922913, weight_update_time: 0.0742040053, other_time: 1.8075332642
epoch time: 6.1279287338s, input_fired_time: 0.1033503339, output_fired_time: 0.0000000000, propagate_forward_time: 5.6913514137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3332271576
validation[          , genome  7099] predictions:    9692/  10000 (96.92%), best:    9746/10000 (97.46%), error:      1002.93195, best error:       877.70721 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 69.2868957520s, input_fired_time: 0.9141626358, output_fired_time: 0.5662020445, propagate_forward_time: 26.6829128265, propagate_backward_time: 39.2919960022, weight_update_time: 0.0729752779, other_time: 1.8316230774
epoch time: 6.9331846237s, input_fired_time: 0.1131425351, output_fired_time: 0.0000000000, propagate_forward_time: 6.4461941719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738479614
validation[          , genome  7099] predictions:    9710/  10000 (97.10%), best:    9746/10000 (97.46%), error:       961.88794, best error:       877.70721 on epoch:    42, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 68.6047744751s, input_fired_time: 0.9097952247, output_fired_time: 0.5618612766, propagate_forward_time: 26.4154605865, propagate_backward_time: 38.9054183960, weight_update_time: 0.0725841597, other_time: 1.8122406006
epoch time: 5.2991471291s, input_fired_time: 0.0914983451, output_fired_time: 0.0000000000, propagate_forward_time: 4.9133262634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2943224907
validation[          , genome  7099] predictions:    9751/  10000 (97.51%), best:    9746/10000 (97.46%), error:       909.19525, best error:       877.70721 on epoch:    42, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 65.4600982666s, input_fired_time: 0.8774887323, output_fired_time: 0.5442671776, propagate_forward_time: 25.1397819519, propagate_backward_time: 37.1972694397, weight_update_time: 0.0695505366, other_time: 1.7012939453
epoch time: 5.2975263596s, input_fired_time: 0.0910887867, output_fired_time: 0.0000000000, propagate_forward_time: 4.9128580093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2935795784
validation[          , genome  7099] predictions:    9702/  10000 (97.02%), best:    9746/10000 (97.46%), error:       944.15686, best error:       877.70721 on epoch:    42, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 65.0880661011s, input_fired_time: 0.8784796000, output_fired_time: 0.5382795930, propagate_forward_time: 24.9785232544, propagate_backward_time: 37.0003242493, weight_update_time: 0.0695544332, other_time: 1.6924591064
epoch time: 5.3280568123s, input_fired_time: 0.0958435684, output_fired_time: 0.0000000000, propagate_forward_time: 4.9297456741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3024673462
validation[          , genome  7099] predictions:    9723/  10000 (97.23%), best:    9746/10000 (97.46%), error:       922.08630, best error:       877.70721 on epoch:    42, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 64.1107482910s, input_fired_time: 0.8712283373, output_fired_time: 0.5300182104, propagate_forward_time: 24.5804119110, propagate_backward_time: 36.4657707214, weight_update_time: 0.0680862293, other_time: 1.6633186340
epoch time: 5.2976799011s, input_fired_time: 0.0907702222, output_fired_time: 0.0000000000, propagate_forward_time: 4.9139876366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2929220200
validation[          , genome  7099] predictions:    9697/  10000 (96.97%), best:    9746/10000 (97.46%), error:       995.11578, best error:       877.70721 on epoch:    42, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 64.1601409912s, input_fired_time: 0.8765327930, output_fired_time: 0.5311329365, propagate_forward_time: 24.6168346405, propagate_backward_time: 36.4613304138, weight_update_time: 0.0682563409, other_time: 1.6743125916
epoch time: 5.2988533974s, input_fired_time: 0.0915402174, output_fired_time: 0.0000000000, propagate_forward_time: 4.9142374992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2930755615
validation[          , genome  7099] predictions:    9618/  10000 (96.18%), best:    9746/10000 (97.46%), error:      1229.40955, best error:       877.70721 on epoch:    42, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 64.8322143555s, input_fired_time: 0.8792117238, output_fired_time: 0.5354847908, propagate_forward_time: 24.8600845337, propagate_backward_time: 36.8769836426, weight_update_time: 0.0689972118, other_time: 1.6804504395
epoch time: 5.3179330826s, input_fired_time: 0.0955135971, output_fired_time: 0.0000000000, propagate_forward_time: 4.9228925705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2995266914
validation[          , genome  7099] predictions:    9650/  10000 (96.50%), best:    9746/10000 (97.46%), error:      1171.59619, best error:       877.70721 on epoch:    42, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 65.7621383667s, input_fired_time: 0.8897876143, output_fired_time: 0.5417267680, propagate_forward_time: 25.2272052765, propagate_backward_time: 37.3924255371, weight_update_time: 0.0701887757, other_time: 1.7109985352
epoch time: 5.2969865799s, input_fired_time: 0.0917693302, output_fired_time: 0.0000000000, propagate_forward_time: 4.9120202065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2931971550
validation[          , genome  7099] predictions:    9726/  10000 (97.26%), best:    9746/10000 (97.46%), error:       920.45007, best error:       877.70721 on epoch:    42, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 68.7694854736s, input_fired_time: 0.9092274904, output_fired_time: 0.5634092689, propagate_forward_time: 26.4440460205, propagate_backward_time: 39.0415420532, weight_update_time: 0.0726209283, other_time: 1.8112640381
epoch time: 5.3434305191s, input_fired_time: 0.0926524997, output_fired_time: 0.0000000000, propagate_forward_time: 4.9510703087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2997078896
validation[          , genome  7099] predictions:    9666/  10000 (96.66%), best:    9746/10000 (97.46%), error:      1133.65979, best error:       877.70721 on epoch:    42, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 65.9678878784s, input_fired_time: 0.8975388408, output_fired_time: 0.5456181765, propagate_forward_time: 25.3470172882, propagate_backward_time: 37.4065284729, weight_update_time: 0.0695449263, other_time: 1.7711906433
epoch time: 5.7538981438s, input_fired_time: 0.0976757258, output_fired_time: 0.0000000000, propagate_forward_time: 5.3363585472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198637962
validation[          , genome  7099] predictions:    9714/  10000 (97.14%), best:    9746/10000 (97.46%), error:       925.46948, best error:       877.70721 on epoch:    42, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 64.9440383911s, input_fired_time: 0.8835987449, output_fired_time: 0.5371611714, propagate_forward_time: 24.9357433319, propagate_backward_time: 36.8644981384, weight_update_time: 0.0688895732, other_time: 1.7230339050
epoch time: 5.3070783615s, input_fired_time: 0.0908638537, output_fired_time: 0.0000000000, propagate_forward_time: 4.9219312668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2942833900
validation[          , genome  7099] predictions:    9640/  10000 (96.40%), best:    9746/10000 (97.46%), error:      1148.46277, best error:       877.70721 on epoch:    42, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 68.4629440308s, input_fired_time: 0.9102482200, output_fired_time: 0.5631787777, propagate_forward_time: 26.3597450256, propagate_backward_time: 38.8474349976, weight_update_time: 0.0724657252, other_time: 1.7823371887
epoch time: 6.2710990906s, input_fired_time: 0.1074928269, output_fired_time: 0.0000000000, propagate_forward_time: 5.8151946068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484115601
validation[          , genome  7099] predictions:    9701/  10000 (97.01%), best:    9746/10000 (97.46%), error:       967.20020, best error:       877.70721 on epoch:    42, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 65.6540603638s, input_fired_time: 0.8869603872, output_fired_time: 0.5413931012, propagate_forward_time: 25.1973857880, propagate_backward_time: 37.3182487488, weight_update_time: 0.0699158311, other_time: 1.7100715637
epoch time: 5.3030381203s, input_fired_time: 0.0920131803, output_fired_time: 0.0000000000, propagate_forward_time: 4.9179821014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2930426598
validation[          , genome  7099] predictions:    9688/  10000 (96.88%), best:    9746/10000 (97.46%), error:      1032.59900, best error:       877.70721 on epoch:    42, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 64.8166961670s, input_fired_time: 0.8813067675, output_fired_time: 0.5357583761, propagate_forward_time: 24.8496818542, propagate_backward_time: 36.8606719971, weight_update_time: 0.0689577460, other_time: 1.6892776489
epoch time: 5.3120336533s, input_fired_time: 0.0941912755, output_fired_time: 0.0000000000, propagate_forward_time: 4.9208559990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2969865799
validation[          , genome  7099] predictions:    9690/  10000 (96.90%), best:    9746/10000 (97.46%), error:       993.97522, best error:       877.70721 on epoch:    42, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 64.9637145996s, input_fired_time: 0.8850682974, output_fired_time: 0.5378414392, propagate_forward_time: 24.9147205353, propagate_backward_time: 36.9177589417, weight_update_time: 0.0692157671, other_time: 1.7083244324
epoch time: 5.3422322273s, input_fired_time: 0.0961839259, output_fired_time: 0.0000000000, propagate_forward_time: 4.9420094490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3040390015
validation[          , genome  7099] predictions:    9713/  10000 (97.13%), best:    9746/10000 (97.46%), error:       975.63885, best error:       877.70721 on epoch:    42, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 64.2293014526s, input_fired_time: 0.8795508146, output_fired_time: 0.5321499109, propagate_forward_time: 24.6248493195, propagate_backward_time: 36.5123634338, weight_update_time: 0.0684226975, other_time: 1.6803855896
epoch time: 5.3135352135s, input_fired_time: 0.0913106874, output_fired_time: 0.0000000000, propagate_forward_time: 4.9267807007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2954440117
validation[          , genome  7099] predictions:    9667/  10000 (96.67%), best:    9746/10000 (97.46%), error:      1119.68494, best error:       877.70721 on epoch:    42, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 64.2470703125s, input_fired_time: 0.8806443214, output_fired_time: 0.5324877501, propagate_forward_time: 24.6347484589, propagate_backward_time: 36.5194320679, weight_update_time: 0.0685509741, other_time: 1.6797561646
epoch time: 5.3013272285s, input_fired_time: 0.0927721113, output_fired_time: 0.0000000000, propagate_forward_time: 4.9148654938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2936897278
validation[          , genome  7099] predictions:    9734/  10000 (97.34%), best:    9746/10000 (97.46%), error:       883.78497, best error:       877.70721 on epoch:    42, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 64.1007843018s, input_fired_time: 0.8805874586, output_fired_time: 0.5326350927, propagate_forward_time: 24.5805664062, propagate_backward_time: 36.4272422791, weight_update_time: 0.0688263923, other_time: 1.6797523499
epoch time: 5.3223395348s, input_fired_time: 0.0989282057, output_fired_time: 0.0000000000, propagate_forward_time: 4.9209403992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3024711609
validation[          , genome  7099] predictions:    9692/  10000 (96.92%), best:    9746/10000 (97.46%), error:      1103.82019, best error:       877.70721 on epoch:    42, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 68.2142944336s, input_fired_time: 0.9157606363, output_fired_time: 0.5604944825, propagate_forward_time: 26.2201843262, propagate_backward_time: 38.6860122681, weight_update_time: 0.0722297058, other_time: 1.8318405151
epoch time: 5.9955010414s, input_fired_time: 0.1050913036, output_fired_time: 0.0000000000, propagate_forward_time: 5.5591821671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3312277794
validation[          , genome  7099] predictions:    9674/  10000 (96.74%), best:    9746/10000 (97.46%), error:      1035.65991, best error:       877.70721 on epoch:    42, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 77.3513565063s, input_fired_time: 0.9845826030, output_fired_time: 0.6195275784, propagate_forward_time: 29.9355869293, propagate_backward_time: 43.8237876892, weight_update_time: 0.0815478191, other_time: 1.9878730774
epoch time: 5.3165621758s, input_fired_time: 0.0942516923, output_fired_time: 0.0000000000, propagate_forward_time: 4.9209403992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013701439
validation[          , genome  7099] predictions:    9650/  10000 (96.50%), best:    9746/10000 (97.46%), error:      1160.78955, best error:       877.70721 on epoch:    42, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 68.4860992432s, input_fired_time: 0.9206357598, output_fired_time: 0.5627972484, propagate_forward_time: 26.3853759766, propagate_backward_time: 38.8149261475, weight_update_time: 0.0729308352, other_time: 1.8023605347
epoch time: 5.3095345497s, input_fired_time: 0.0939296409, output_fired_time: 0.0000000000, propagate_forward_time: 4.9198589325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2957458496
validation[          , genome  7099] predictions:    9713/  10000 (97.13%), best:    9746/10000 (97.46%), error:       989.45380, best error:       877.70721 on epoch:    42, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 64.4180908203s, input_fired_time: 0.8881825805, output_fired_time: 0.5394441485, propagate_forward_time: 24.6917362213, propagate_backward_time: 36.6105918884, weight_update_time: 0.0688932389, other_time: 1.6881370544
epoch time: 5.8068170547s, input_fired_time: 0.1025676355, output_fired_time: 0.0000000000, propagate_forward_time: 5.3821754456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3220739365
validation[          , genome  7099] predictions:    9662/  10000 (96.62%), best:    9746/10000 (97.46%), error:      1066.15625, best error:       877.70721 on epoch:    42, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 64.5872039795s, input_fired_time: 0.8882761598, output_fired_time: 0.5348603725, propagate_forward_time: 24.7756004333, propagate_backward_time: 36.7085494995, weight_update_time: 0.0688147247, other_time: 1.6799201965
epoch time: 5.3052372932s, input_fired_time: 0.0936424509, output_fired_time: 0.0000000000, propagate_forward_time: 4.9177932739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2938017845
validation[          , genome  7099] predictions:    9698/  10000 (96.98%), best:    9746/10000 (97.46%), error:       971.85254, best error:       877.70721 on epoch:    42, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 65.7428283691s, input_fired_time: 0.8976037502, output_fired_time: 0.5430553555, propagate_forward_time: 25.2537117004, propagate_backward_time: 37.3278923035, weight_update_time: 0.0702870563, other_time: 1.7205657959
epoch time: 5.3103561401s, input_fired_time: 0.0935432091, output_fired_time: 0.0000000000, propagate_forward_time: 4.9202380180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2965750694
validation[          , genome  7099] predictions:    9724/  10000 (97.24%), best:    9746/10000 (97.46%), error:       969.18298, best error:       877.70721 on epoch:    42, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 64.2444152832s, input_fired_time: 0.8903604150, output_fired_time: 0.5339153409, propagate_forward_time: 24.6377449036, propagate_backward_time: 36.4868774414, weight_update_time: 0.0686148852, other_time: 1.6955146790
epoch time: 5.3338894844s, input_fired_time: 0.0972514674, output_fired_time: 0.0000000000, propagate_forward_time: 4.9348950386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3017430305
validation[          , genome  7099] predictions:    9681/  10000 (96.81%), best:    9746/10000 (97.46%), error:      1029.18457, best error:       877.70721 on epoch:    42, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 72.2358016968s, input_fired_time: 0.9578647614, output_fired_time: 0.5914061069, propagate_forward_time: 27.8478221893, propagate_backward_time: 40.9332313538, weight_update_time: 0.0786507875, other_time: 1.9054756165
epoch time: 5.3275609016s, input_fired_time: 0.0948179215, output_fired_time: 0.0000000000, propagate_forward_time: 4.9352664948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2974762917
validation[          , genome  7099] predictions:    9713/  10000 (97.13%), best:    9746/10000 (97.46%), error:       980.64404, best error:       877.70721 on epoch:    42, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 66.0288314819s, input_fired_time: 0.9161171913, output_fired_time: 0.5456051826, propagate_forward_time: 25.2668132782, propagate_backward_time: 37.5122375488, weight_update_time: 0.0731389448, other_time: 1.7880554199
epoch time: 5.3260531425s, input_fired_time: 0.0990337953, output_fired_time: 0.0000000000, propagate_forward_time: 4.9254631996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3015561104
validation[          , genome  7099] predictions:    9699/  10000 (96.99%), best:    9746/10000 (97.46%), error:      1048.10828, best error:       877.70721 on epoch:    42, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 65.5651779175s, input_fired_time: 0.9021827579, output_fired_time: 0.5448697209, propagate_forward_time: 25.1723613739, propagate_backward_time: 37.1829528809, weight_update_time: 0.0697209388, other_time: 1.7628097534
epoch time: 5.3178300858s, input_fired_time: 0.0957353488, output_fired_time: 0.0000000000, propagate_forward_time: 4.9213728905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3007216454
validation[          , genome  7099] predictions:    9717/  10000 (97.17%), best:    9746/10000 (97.46%), error:       937.76642, best error:       877.70721 on epoch:    42, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 66.1076431274s, input_fired_time: 0.9040117860, output_fired_time: 0.5474777818, propagate_forward_time: 25.3582191467, propagate_backward_time: 37.5237579346, weight_update_time: 0.0705240220, other_time: 1.7741737366
epoch time: 5.5632896423s, input_fired_time: 0.0991300568, output_fired_time: 0.0000000000, propagate_forward_time: 5.1477313042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3164281845
validation[          , genome  7099] predictions:    9723/  10000 (97.23%), best:    9746/10000 (97.46%), error:       944.50415, best error:       877.70721 on epoch:    42, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 66.7573165894s, input_fired_time: 0.9106434584, output_fired_time: 0.5533569455, propagate_forward_time: 25.6532154083, propagate_backward_time: 37.8635368347, weight_update_time: 0.0708287880, other_time: 1.7765617371
epoch time: 5.3167757988s, input_fired_time: 0.0948654264, output_fired_time: 0.0000000000, propagate_forward_time: 4.9243474007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2975630760
validation[          , genome  7099] predictions:    9697/  10000 (96.97%), best:    9746/10000 (97.46%), error:      1028.67334, best error:       877.70721 on epoch:    42, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 64.6497726440s, input_fired_time: 0.8960343003, output_fired_time: 0.5390933752, propagate_forward_time: 24.7782402039, propagate_backward_time: 36.7147483826, weight_update_time: 0.0690913722, other_time: 1.7216567993
epoch time: 5.3243789673s, input_fired_time: 0.0953766331, output_fired_time: 0.0000000000, propagate_forward_time: 4.9254989624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3035035133
validation[          , genome  7099] predictions:    9675/  10000 (96.75%), best:    9746/10000 (97.46%), error:      1078.27209, best error:       877.70721 on epoch:    42, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 65.5832138062s, input_fired_time: 0.9064272046, output_fired_time: 0.5448082685, propagate_forward_time: 25.1455726624, propagate_backward_time: 37.2509613037, weight_update_time: 0.0701254532, other_time: 1.7354469299
epoch time: 5.3164706230s, input_fired_time: 0.0973018110, output_fired_time: 0.0000000000, propagate_forward_time: 4.9205212593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2986474037
validation[          , genome  7099] predictions:    9729/  10000 (97.29%), best:    9746/10000 (97.46%), error:       893.30048, best error:       877.70721 on epoch:    42, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 64.1633071899s, input_fired_time: 0.8910352588, output_fired_time: 0.5322311521, propagate_forward_time: 24.5968952179, propagate_backward_time: 36.4561386108, weight_update_time: 0.0686822683, other_time: 1.6870040894
epoch time: 5.3169965744s, input_fired_time: 0.0957042351, output_fired_time: 0.0000000000, propagate_forward_time: 4.9221477509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2991447449
validation[          , genome  7099] predictions:    9708/  10000 (97.08%), best:    9746/10000 (97.46%), error:      1017.76733, best error:       877.70721 on epoch:    42, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 64.3003463745s, input_fired_time: 0.8954727650, output_fired_time: 0.5350494385, propagate_forward_time: 24.6387538910, propagate_backward_time: 36.5205383301, weight_update_time: 0.0688273609, other_time: 1.7105331421
epoch time: 5.3094077110s, input_fired_time: 0.0941724405, output_fired_time: 0.0000000000, propagate_forward_time: 4.9203901291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2948451042
validation[          , genome  7099] predictions:    9734/  10000 (97.34%), best:    9746/10000 (97.46%), error:       919.82520, best error:       877.70721 on epoch:    42, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 64.2345275879s, input_fired_time: 0.8940073252, output_fired_time: 0.5341285467, propagate_forward_time: 24.6188163757, propagate_backward_time: 36.4851150513, weight_update_time: 0.0688014701, other_time: 1.7024574280
epoch time: 5.3165893555s, input_fired_time: 0.0957154557, output_fired_time: 0.0000000000, propagate_forward_time: 4.9216947556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2991790771
validation[          , genome  7099] predictions:    9701/  10000 (97.01%), best:    9746/10000 (97.46%), error:       998.75354, best error:       877.70721 on epoch:    42, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 66.3684768677s, input_fired_time: 0.9206532836, output_fired_time: 0.5500882268, propagate_forward_time: 25.4858760834, propagate_backward_time: 37.6093788147, weight_update_time: 0.0735369995, other_time: 1.8024787903
epoch time: 5.7859959602s, input_fired_time: 0.1048078686, output_fired_time: 0.0000000000, propagate_forward_time: 5.3553180695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3258700371
validation[          , genome  7099] predictions:    9675/  10000 (96.75%), best:    9746/10000 (97.46%), error:      1115.48584, best error:       877.70721 on epoch:    42, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 66.8134536743s, input_fired_time: 0.9238193631, output_fired_time: 0.5547667146, propagate_forward_time: 25.6569995880, propagate_backward_time: 37.8783912659, weight_update_time: 0.0728877261, other_time: 1.7994804382
epoch time: 6.3871130943s, input_fired_time: 0.1099317521, output_fired_time: 0.0000000000, propagate_forward_time: 5.9215703011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556108475
validation[          , genome  7099] predictions:    9702/  10000 (97.02%), best:    9746/10000 (97.46%), error:       996.99969, best error:       877.70721 on epoch:    42, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 67.3230895996s, input_fired_time: 0.9212466478, output_fired_time: 0.5560120344, propagate_forward_time: 25.8589439392, propagate_backward_time: 38.1746635437, weight_update_time: 0.0714672804, other_time: 1.8122177124
epoch time: 5.3494062424s, input_fired_time: 0.0966708958, output_fired_time: 0.0000000000, propagate_forward_time: 4.9455981255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3071370125
validation[          , genome  7099] predictions:    9727/  10000 (97.27%), best:    9746/10000 (97.46%), error:       925.48633, best error:       877.70721 on epoch:    42, 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: 27.1811237335s, input_fired_time: 0.4750565886, output_fired_time: 0.0000000000, propagate_forward_time: 25.1239776611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5820903778
best training[          , genome  7099] predictions:   49217/  50000 (98.43%), best:    9746/10000 (97.46%), error:      2876.73096, best error:       877.70721 on epoch:    42, 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: 5.3224225044s, input_fired_time: 0.0892355293, output_fired_time: 0.0000000000, propagate_forward_time: 4.9287238121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3044633865
   testing[          , genome  7099] predictions:    9757/  10000 (97.57%), best:    9746/10000 (97.46%), error:       849.32391, best error:       877.70721 on epoch:    42, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:03:03 (7129): called boinc_finish(0)

</stderr_txt>
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