Nameexact_genome_1512568488_44_6030_1
Workunit2601478
Created7 Dec 2017, 17:40:32 UTC
Sent7 Dec 2017, 17:47:08 UTC
Report deadline16 Dec 2017, 1:29:49 UTC
Received9 Dec 2017, 11:02:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62426
Run time5 hours 20 min 51 sec
CPU time5 hours 8 min 13 sec
Validate stateValid
Credit2,080.33
Device peak FLOPS2.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.05 MB
Peak swap size153.42 MB
Peak disk usage1.99 MB

Stderr output

<core_client_version>7.6.22</core_client_version>
<![CDATA[
<stderr_txt>
7%), error:      1097.78918, best error:       927.22522 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 177.0521240234s, input_fired_time: 1.7980542183, output_fired_time: 1.9881168604, propagate_forward_time: 65.2807540894, propagate_backward_time: 104.6351318359, weight_update_time: 0.2075011730, other_time: 3.3500747681
epoch time: 20.5158863068s, input_fired_time: 0.2224505991, output_fired_time: 0.0000000000, propagate_forward_time: 19.5626926422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7307434082
validation[          , genome  6030] predictions:    9700/  10000 (97.00%), best:    9707/10000 (97.07%), error:       977.93481, best error:       927.22522 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 181.6946716309s, input_fired_time: 1.8751147985, output_fired_time: 1.9957783222, propagate_forward_time: 70.3958358765, propagate_backward_time: 104.0284805298, weight_update_time: 0.2079308778, other_time: 3.3994598389
epoch time: 13.6435956955s, input_fired_time: 0.2265330553, output_fired_time: 0.0000000000, propagate_forward_time: 12.8187417984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5983209610
validation[          , genome  6030] predictions:    9644/  10000 (96.44%), best:    9707/10000 (97.07%), error:      1128.47571, best error:       927.22522 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 172.0867004395s, input_fired_time: 1.8832472563, output_fired_time: 1.9773501158, propagate_forward_time: 65.0541687012, propagate_backward_time: 99.8032150269, weight_update_time: 0.2060675174, other_time: 3.3687210083
epoch time: 19.9256896973s, input_fired_time: 0.3162187338, output_fired_time: 0.0000000000, propagate_forward_time: 18.6954154968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9140548706
validation[          , genome  6030] predictions:    9706/  10000 (97.06%), best:    9707/10000 (97.07%), error:       953.24548, best error:       927.22522 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 171.7560882568s, input_fired_time: 1.7889387608, output_fired_time: 1.9793367386, propagate_forward_time: 65.0387954712, propagate_backward_time: 99.6093292236, weight_update_time: 0.2062030733, other_time: 3.3396835327
epoch time: 13.7678823471s, input_fired_time: 0.2175570726, output_fired_time: 0.0000000000, propagate_forward_time: 12.9581489563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5921764374
validation[          , genome  6030] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       872.32117, best error:       872.32117 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 171.7481842041s, input_fired_time: 1.8366234303, output_fired_time: 2.0584962368, propagate_forward_time: 64.7822265625, propagate_backward_time: 99.6824340820, weight_update_time: 0.2051699162, other_time: 3.3883972168
epoch time: 16.0034809113s, input_fired_time: 0.2261184156, output_fired_time: 0.0000000000, propagate_forward_time: 15.1073513031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6700115204
validation[          , genome  6030] predictions:    9732/  10000 (97.32%), best:    9736/10000 (97.36%), error:       914.01147, best error:       872.32117 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 193.0347747803s, input_fired_time: 1.8215494156, output_fired_time: 1.9891459942, propagate_forward_time: 85.9719009399, propagate_backward_time: 99.8056869507, weight_update_time: 0.2061046213, other_time: 3.4464874268
epoch time: 15.1706209183s, input_fired_time: 0.2202301919, output_fired_time: 0.0000000000, propagate_forward_time: 14.2588129044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6915779114
validation[          , genome  6030] predictions:    9706/  10000 (97.06%), best:    9736/10000 (97.36%), error:       922.46509, best error:       872.32117 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 170.0843811035s, input_fired_time: 1.7841764688, output_fired_time: 1.9693611860, propagate_forward_time: 64.3804931641, propagate_backward_time: 98.6254577637, weight_update_time: 0.2048368007, other_time: 3.3248901367
epoch time: 17.4227104187s, input_fired_time: 0.3208877742, output_fired_time: 0.0000000000, propagate_forward_time: 16.3344821930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7673397064
validation[          , genome  6030] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       828.01886, best error:       828.01886 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 172.3708801270s, input_fired_time: 1.8230606318, output_fired_time: 2.0400252342, propagate_forward_time: 65.2601470947, propagate_backward_time: 99.9097976685, weight_update_time: 0.2063328475, other_time: 3.3378524780
epoch time: 19.3474884033s, input_fired_time: 0.2236843407, output_fired_time: 0.0000000000, propagate_forward_time: 18.4922389984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6315650940
validation[          , genome  6030] predictions:    9687/  10000 (96.87%), best:    9753/10000 (97.53%), error:       961.87427, best error:       828.01886 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 184.6996765137s, input_fired_time: 1.8737399578, output_fired_time: 2.0214364529, propagate_forward_time: 71.3807754517, propagate_backward_time: 106.0037612915, weight_update_time: 0.2087296098, other_time: 3.4199676514
epoch time: 13.8610372543s, input_fired_time: 0.2226199806, output_fired_time: 0.0000000000, propagate_forward_time: 13.0418453217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5965719223
validation[          , genome  6030] predictions:    9744/  10000 (97.44%), best:    9753/10000 (97.53%), error:       861.23309, best error:       828.01886 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 174.6193695068s, input_fired_time: 1.8420468569, output_fired_time: 2.0049824715, propagate_forward_time: 66.0795593262, propagate_backward_time: 101.2903060913, weight_update_time: 0.2070626765, other_time: 3.4024734497
epoch time: 15.5245513916s, input_fired_time: 0.2518076599, output_fired_time: 0.0000000000, propagate_forward_time: 14.6472826004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6254615784
validation[          , genome  6030] predictions:    9741/  10000 (97.41%), best:    9753/10000 (97.53%), error:       868.48322, best error:       828.01886 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 171.8625488281s, input_fired_time: 1.9033590555, output_fired_time: 1.9774221182, propagate_forward_time: 64.9785461426, propagate_backward_time: 99.6452560425, weight_update_time: 0.2062727511, other_time: 3.3579635620
epoch time: 15.6549549103s, input_fired_time: 0.2229233235, output_fired_time: 0.0000000000, propagate_forward_time: 14.7706384659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6613931656
validation[          , genome  6030] predictions:    9698/  10000 (96.98%), best:    9753/10000 (97.53%), error:       954.46112, best error:       828.01886 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 157.8452758789s, input_fired_time: 1.7138965130, output_fired_time: 1.8752940893, propagate_forward_time: 58.2743492126, propagate_backward_time: 92.6526336670, weight_update_time: 0.1999478340, other_time: 3.3291015625
epoch time: 16.4527778625s, input_fired_time: 0.3126190901, output_fired_time: 0.0000000000, propagate_forward_time: 15.4422378540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6979217529
validation[          , genome  6030] predictions:    9708/  10000 (97.08%), best:    9753/10000 (97.53%), error:       952.81677, best error:       828.01886 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 171.7013092041s, input_fired_time: 1.8714435101, output_fired_time: 2.0036685467, propagate_forward_time: 64.6186981201, propagate_backward_time: 99.7686157227, weight_update_time: 0.2072525620, other_time: 3.4388885498
epoch time: 13.5235252380s, input_fired_time: 0.2171354890, output_fired_time: 0.0000000000, propagate_forward_time: 12.7121953964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5941944122
validation[          , genome  6030] predictions:    9716/  10000 (97.16%), best:    9753/10000 (97.53%), error:       930.82141, best error:       828.01886 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 159.6600799561s, input_fired_time: 1.7346477509, output_fired_time: 1.8912999630, propagate_forward_time: 59.2460212708, propagate_backward_time: 93.4222564697, weight_update_time: 0.2025745958, other_time: 3.3658599854
epoch time: 12.5969629288s, input_fired_time: 0.1983127296, output_fired_time: 0.0000000000, propagate_forward_time: 11.7374839783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6611661911
validation[          , genome  6030] predictions:    9715/  10000 (97.15%), best:    9753/10000 (97.53%), error:       892.53143, best error:       828.01886 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 174.8511352539s, input_fired_time: 1.8729273081, output_fired_time: 2.0513527393, propagate_forward_time: 66.2009582520, propagate_backward_time: 101.2934646606, weight_update_time: 0.2065172344, other_time: 3.4324417114
epoch time: 12.3391075134s, input_fired_time: 0.1968772560, output_fired_time: 0.0000000000, propagate_forward_time: 11.5236463547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6185836792
validation[          , genome  6030] predictions:    9733/  10000 (97.33%), best:    9753/10000 (97.53%), error:       873.76355, best error:       828.01886 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 155.9796600342s, input_fired_time: 1.6845209599, output_fired_time: 1.8199615479, propagate_forward_time: 55.6505928040, propagate_backward_time: 93.4499130249, weight_update_time: 0.1997438818, other_time: 3.3746719360
epoch time: 15.1897525787s, input_fired_time: 0.2559774518, output_fired_time: 0.0000000000, propagate_forward_time: 14.2607765198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6729984283
validation[          , genome  6030] predictions:    9724/  10000 (97.24%), best:    9753/10000 (97.53%), error:       947.28113, best error:       828.01886 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 152.8384246826s, input_fired_time: 1.6714212894, output_fired_time: 1.8421485424, propagate_forward_time: 55.7779579163, propagate_backward_time: 90.1481399536, weight_update_time: 0.1964372993, other_time: 3.3987655640
epoch time: 14.7782278061s, input_fired_time: 0.2542583048, output_fired_time: 0.0000000000, propagate_forward_time: 13.8285903931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6953792572
validation[          , genome  6030] predictions:    9739/  10000 (97.39%), best:    9753/10000 (97.53%), error:       870.67926, best error:       828.01886 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 163.8924713135s, input_fired_time: 1.7641130686, output_fired_time: 1.9199478626, propagate_forward_time: 61.4335937500, propagate_backward_time: 95.4494171143, weight_update_time: 0.2037426084, other_time: 3.3253936768
epoch time: 14.0102405548s, input_fired_time: 0.2408476174, output_fired_time: 0.0000000000, propagate_forward_time: 13.1548070908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6145858765
validation[          , genome  6030] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       809.59290, best error:       809.59290 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 170.9735412598s, input_fired_time: 1.8109173775, output_fired_time: 1.9864604473, propagate_forward_time: 64.6963348389, propagate_backward_time: 99.1823120117, weight_update_time: 0.2061719596, other_time: 3.2975158691
epoch time: 13.8235301971s, input_fired_time: 0.2285590470, output_fired_time: 0.0000000000, propagate_forward_time: 12.9993324280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5956382751
validation[          , genome  6030] predictions:    9734/  10000 (97.34%), best:    9750/10000 (97.50%), error:       841.49414, best error:       809.59290 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 174.5194244385s, input_fired_time: 1.8301645517, output_fired_time: 2.0063309669, propagate_forward_time: 64.9452514648, propagate_backward_time: 102.3561553955, weight_update_time: 0.2084546983, other_time: 3.3815155029
epoch time: 13.7703342438s, input_fired_time: 0.2240758389, output_fired_time: 0.0000000000, propagate_forward_time: 12.9434776306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6027803421
validation[          , genome  6030] predictions:    9749/  10000 (97.49%), best:    9750/10000 (97.50%), error:       833.13763, best error:       809.59290 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 169.6739196777s, input_fired_time: 1.8045171499, output_fired_time: 1.9733349085, propagate_forward_time: 63.9524154663, propagate_backward_time: 98.5895767212, weight_update_time: 0.2068544924, other_time: 3.3540802002
epoch time: 13.6471071243s, input_fired_time: 0.2202828825, output_fired_time: 0.0000000000, propagate_forward_time: 12.8194484711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6073760986
validation[          , genome  6030] predictions:    9752/  10000 (97.52%), best:    9750/10000 (97.50%), error:       814.23718, best error:       809.59290 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 171.5809936523s, input_fired_time: 1.8132958412, output_fired_time: 1.9885425568, propagate_forward_time: 64.9046630859, propagate_backward_time: 99.5248260498, weight_update_time: 0.2073005885, other_time: 3.3496704102
epoch time: 13.7902202606s, input_fired_time: 0.2240804583, output_fired_time: 0.0000000000, propagate_forward_time: 12.9692096710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5969305038
validation[          , genome  6030] predictions:    9736/  10000 (97.36%), best:    9750/10000 (97.50%), error:       841.98444, best error:       809.59290 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 174.0724945068s, input_fired_time: 1.8359751701, output_fired_time: 2.0033969879, propagate_forward_time: 65.9090347290, propagate_backward_time: 100.4387435913, weight_update_time: 0.2081671655, other_time: 3.8853454590
epoch time: 13.7601776123s, input_fired_time: 0.2242456228, output_fired_time: 0.0000000000, propagate_forward_time: 12.9418764114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5940551758
validation[          , genome  6030] predictions:    9730/  10000 (97.30%), best:    9750/10000 (97.50%), error:       855.46729, best error:       809.59290 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 172.2418518066s, input_fired_time: 1.8141404390, output_fired_time: 2.0091505051, propagate_forward_time: 65.0269775391, propagate_backward_time: 100.0288162231, weight_update_time: 0.2058442384, other_time: 3.3627548218
epoch time: 21.3293571472s, input_fired_time: 0.2869397700, output_fired_time: 0.0000000000, propagate_forward_time: 20.0625114441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9799060822
validation[          , genome  6030] predictions:    9699/  10000 (96.99%), best:    9750/10000 (97.50%), error:       972.40137, best error:       809.59290 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 170.8319091797s, input_fired_time: 1.8061755896, output_fired_time: 1.9855974913, propagate_forward_time: 64.6639709473, propagate_backward_time: 99.0453720093, weight_update_time: 0.2056825310, other_time: 3.3307876587
epoch time: 13.7392368317s, input_fired_time: 0.2238399088, output_fired_time: 0.0000000000, propagate_forward_time: 12.9187345505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5966625214
validation[          , genome  6030] predictions:    9751/  10000 (97.51%), best:    9750/10000 (97.50%), error:       832.89087, best error:       809.59290 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 169.9085693359s, input_fired_time: 1.7980047464, output_fired_time: 1.9716159105, propagate_forward_time: 64.1843414307, propagate_backward_time: 98.6596603394, weight_update_time: 0.2060186714, other_time: 3.2949447632
epoch time: 14.2908535004s, input_fired_time: 0.2254401743, output_fired_time: 0.0000000000, propagate_forward_time: 13.4612312317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6041822433
validation[          , genome  6030] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       800.27795, best error:       800.27795 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 173.6717376709s, input_fired_time: 1.8325252533, output_fired_time: 2.0366024971, propagate_forward_time: 65.5010070801, propagate_backward_time: 100.8193588257, weight_update_time: 0.2081290185, other_time: 3.4822463989
epoch time: 17.9903106689s, input_fired_time: 0.4482493699, output_fired_time: 0.0000000000, propagate_forward_time: 16.7561969757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7858638763
validation[          , genome  6030] predictions:    9723/  10000 (97.23%), best:    9744/10000 (97.44%), error:       902.50873, best error:       800.27795 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 170.2674102783s, input_fired_time: 1.7992589474, output_fired_time: 1.9730694294, propagate_forward_time: 64.4371185303, propagate_backward_time: 98.7318038940, weight_update_time: 0.2054889500, other_time: 3.3261642456
epoch time: 14.2416391373s, input_fired_time: 0.2224790603, output_fired_time: 0.0000000000, propagate_forward_time: 13.3879451752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6312150955
validation[          , genome  6030] predictions:    9748/  10000 (97.48%), best:    9744/10000 (97.44%), error:       824.81158, best error:       800.27795 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 173.8306121826s, input_fired_time: 1.8428969383, output_fired_time: 2.0313334465, propagate_forward_time: 65.8032302856, propagate_backward_time: 100.7126846313, weight_update_time: 0.2083033919, other_time: 3.4404754639
epoch time: 15.6491184235s, input_fired_time: 0.2291118205, output_fired_time: 0.0000000000, propagate_forward_time: 14.7473707199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6726360321
validation[          , genome  6030] predictions:    9759/  10000 (97.59%), best:    9744/10000 (97.44%), error:       830.08313, best error:       800.27795 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 171.4121551514s, input_fired_time: 1.7975507975, output_fired_time: 1.9679155350, propagate_forward_time: 64.7646942139, propagate_backward_time: 99.5295867920, weight_update_time: 0.2056313753, other_time: 3.3524169922
epoch time: 14.1086454391s, input_fired_time: 0.2554739714, output_fired_time: 0.0000000000, propagate_forward_time: 13.2573184967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5958528519
validation[          , genome  6030] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       782.00726, best error:       782.00726 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 170.6590881348s, input_fired_time: 1.8030389547, output_fired_time: 1.9702448845, propagate_forward_time: 64.6536331177, propagate_backward_time: 98.9323806763, weight_update_time: 0.2058127522, other_time: 3.2997894287
epoch time: 15.2448616028s, input_fired_time: 0.2213981152, output_fired_time: 0.0000000000, propagate_forward_time: 14.3308687210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6925945282
validation[          , genome  6030] predictions:    9759/  10000 (97.59%), best:    9770/10000 (97.70%), error:       822.06256, best error:       782.00726 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 173.8403472900s, input_fired_time: 1.8378447294, output_fired_time: 2.0430047512, propagate_forward_time: 65.7631378174, propagate_backward_time: 100.8257827759, weight_update_time: 0.2060170174, other_time: 3.3705825806
epoch time: 14.8459501266s, input_fired_time: 0.2279392779, output_fired_time: 0.0000000000, propagate_forward_time: 13.9451341629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6728763580
validation[          , genome  6030] predictions:    9727/  10000 (97.27%), best:    9770/10000 (97.70%), error:       849.62335, best error:       782.00726 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 171.9602966309s, input_fired_time: 1.8258448839, output_fired_time: 1.9836081266, propagate_forward_time: 64.9863433838, propagate_backward_time: 99.7607955933, weight_update_time: 0.2064476460, other_time: 3.4036941528
epoch time: 21.9324798584s, input_fired_time: 0.3708233833, output_fired_time: 0.0000000000, propagate_forward_time: 20.4848175049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0768394470
validation[          , genome  6030] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       811.53290, best error:       782.00726 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 177.3858489990s, input_fired_time: 1.9690762758, output_fired_time: 2.0397551060, propagate_forward_time: 67.0918731689, propagate_backward_time: 102.8179321289, weight_update_time: 0.2057307810, other_time: 3.4672241211
epoch time: 16.2464828491s, input_fired_time: 0.2285867482, output_fired_time: 0.0000000000, propagate_forward_time: 15.3535213470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6643753052
validation[          , genome  6030] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       761.77173, best error:       761.77173 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 172.2792510986s, input_fired_time: 1.8130131960, output_fired_time: 1.9802449942, propagate_forward_time: 65.1226425171, propagate_backward_time: 100.0227508545, weight_update_time: 0.2056341469, other_time: 3.3405990601
epoch time: 13.0124511719s, input_fired_time: 0.2347329110, output_fired_time: 0.0000000000, propagate_forward_time: 12.1219959259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6557226181
validation[          , genome  6030] predictions:    9760/  10000 (97.60%), best:    9767/10000 (97.67%), error:       784.34503, best error:       761.77173 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 171.3616638184s, input_fired_time: 1.8193100691, output_fired_time: 1.9887307882, propagate_forward_time: 64.9778289795, propagate_backward_time: 99.2732391357, weight_update_time: 0.2066954225, other_time: 3.3025665283
epoch time: 15.3510694504s, input_fired_time: 0.2272094190, output_fired_time: 0.0000000000, propagate_forward_time: 14.4941873550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6296730042
validation[          , genome  6030] predictions:    9768/  10000 (97.68%), best:    9767/10000 (97.67%), error:       766.97821, best error:       761.77173 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 160.0633239746s, input_fired_time: 1.7343779802, output_fired_time: 1.9444088936, propagate_forward_time: 59.0650138855, propagate_backward_time: 93.8375396729, weight_update_time: 0.1990266442, other_time: 3.4819793701
epoch time: 16.0708847046s, input_fired_time: 0.2256842107, output_fired_time: 0.0000000000, propagate_forward_time: 15.1171302795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7280702591
validation[          , genome  6030] predictions:    9724/  10000 (97.24%), best:    9767/10000 (97.67%), error:       932.95294, best error:       761.77173 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 171.8596801758s, input_fired_time: 1.7998085022, output_fired_time: 1.9081333876, propagate_forward_time: 65.1750259399, propagate_backward_time: 99.6045608521, weight_update_time: 0.2080870867, other_time: 3.3721618652
epoch time: 17.2649288177s, input_fired_time: 0.2556383312, output_fired_time: 0.0000000000, propagate_forward_time: 16.2161293030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7931613922
validation[          , genome  6030] predictions:    9759/  10000 (97.59%), best:    9767/10000 (97.67%), error:       823.85193, best error:       761.77173 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 170.3316955566s, input_fired_time: 1.8087183237, output_fired_time: 1.9671642780, propagate_forward_time: 64.4545974731, propagate_backward_time: 98.7656250000, weight_update_time: 0.2054588944, other_time: 3.3355941772
epoch time: 14.1840295792s, input_fired_time: 0.2239673436, output_fired_time: 0.0000000000, propagate_forward_time: 13.3311634064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6288986206
validation[          , genome  6030] predictions:    9748/  10000 (97.48%), best:    9767/10000 (97.67%), error:       841.44788, best error:       761.77173 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 171.5756988525s, input_fired_time: 1.8321105242, output_fired_time: 1.9694601297, propagate_forward_time: 64.9126968384, propagate_backward_time: 99.5077209473, weight_update_time: 0.2060975879, other_time: 3.3537063599
epoch time: 15.8472843170s, input_fired_time: 0.2564771473, output_fired_time: 0.0000000000, propagate_forward_time: 14.7770738602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8137331009
validation[          , genome  6030] predictions:    9725/  10000 (97.25%), best:    9767/10000 (97.67%), error:       908.72546, best error:       761.77173 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 183.6920318604s, input_fired_time: 2.0681726933, output_fired_time: 2.0994954109, propagate_forward_time: 69.4473724365, propagate_backward_time: 106.5535964966, weight_update_time: 0.2064367682, other_time: 3.5233840942
epoch time: 14.4276227951s, input_fired_time: 0.2775653601, output_fired_time: 0.0000000000, propagate_forward_time: 13.5239305496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6261272430
validation[          , genome  6030] predictions:    9703/  10000 (97.03%), best:    9767/10000 (97.67%), error:       975.48248, best error:       761.77173 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 169.8685607910s, input_fired_time: 1.8038055897, output_fired_time: 1.9672833681, propagate_forward_time: 64.2770233154, propagate_backward_time: 98.5191955566, weight_update_time: 0.2051859796, other_time: 3.3012542725
epoch time: 16.1220436096s, input_fired_time: 0.2724555433, output_fired_time: 0.0000000000, propagate_forward_time: 15.1914310455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6581573486
validation[          , genome  6030] predictions:    9754/  10000 (97.54%), best:    9767/10000 (97.67%), error:       794.43915, best error:       761.77173 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 169.4888153076s, input_fired_time: 1.8037410975, output_fired_time: 1.9779297113, propagate_forward_time: 63.9117927551, propagate_backward_time: 98.3878555298, weight_update_time: 0.2052561492, other_time: 3.4074935913
epoch time: 18.2201957703s, input_fired_time: 0.4504868090, output_fired_time: 0.0000000000, propagate_forward_time: 16.9463138580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8233947754
validation[          , genome  6030] predictions:    9776/  10000 (97.76%), best:    9767/10000 (97.67%), error:       767.94934, best error:       761.77173 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 180.6844635010s, input_fired_time: 2.0102109909, output_fired_time: 2.0093541145, propagate_forward_time: 68.1624908447, propagate_backward_time: 105.0039062500, weight_update_time: 0.2379344553, other_time: 3.4985046387
epoch time: 14.3708820343s, input_fired_time: 0.2241386175, output_fired_time: 0.0000000000, propagate_forward_time: 13.5228004456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6239433289
validation[          , genome  6030] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       751.44458, best error:       751.44458 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 191.1185607910s, input_fired_time: 1.9187216759, output_fired_time: 2.0900812149, propagate_forward_time: 68.1710586548, propagate_backward_time: 115.0560531616, weight_update_time: 0.2803699970, other_time: 3.8826446533
epoch time: 15.7384214401s, input_fired_time: 0.2581062913, output_fired_time: 0.0000000000, propagate_forward_time: 14.8526525497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6276626587
validation[          , genome  6030] predictions:    9740/  10000 (97.40%), best:    9775/10000 (97.75%), error:       825.90997, best error:       751.44458 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 175.4814910889s, input_fired_time: 1.8768092394, output_fired_time: 2.0322425365, propagate_forward_time: 66.0041656494, propagate_backward_time: 102.0664749146, weight_update_time: 0.2061357349, other_time: 3.5017929077
epoch time: 13.8686218262s, input_fired_time: 0.2270057797, output_fired_time: 0.0000000000, propagate_forward_time: 13.0499763489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5916395187
validation[          , genome  6030] predictions:    9752/  10000 (97.52%), best:    9775/10000 (97.75%), error:       799.78308, best error:       751.44458 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 172.3220977783s, input_fired_time: 1.8089230061, output_fired_time: 2.0587899685, propagate_forward_time: 65.1548156738, propagate_backward_time: 99.9663543701, weight_update_time: 0.2059277296, other_time: 3.3332061768
epoch time: 15.7074975967s, input_fired_time: 0.2245805115, output_fired_time: 0.0000000000, propagate_forward_time: 14.7953081131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6876087189
validation[          , genome  6030] predictions:    9752/  10000 (97.52%), best:    9775/10000 (97.75%), error:       791.39929, best error:       751.44458 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 170.7859191895s, input_fired_time: 1.8089878559, output_fired_time: 1.9229592085, propagate_forward_time: 64.6040878296, propagate_backward_time: 99.1513137817, weight_update_time: 0.2066770494, other_time: 3.2985687256
epoch time: 16.4009819031s, input_fired_time: 0.2601311803, output_fired_time: 0.0000000000, propagate_forward_time: 15.4417991638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6990509033
validation[          , genome  6030] predictions:    9755/  10000 (97.55%), best:    9775/10000 (97.75%), error:       857.36481, best error:       751.44458 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 173.0349884033s, input_fired_time: 1.8944866657, output_fired_time: 2.0427629948, propagate_forward_time: 65.1682739258, propagate_backward_time: 100.3376007080, weight_update_time: 0.2371640503, other_time: 3.5918579102
epoch time: 16.5900135040s, input_fired_time: 0.2821525633, output_fired_time: 0.0000000000, propagate_forward_time: 15.5181236267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7897377014
validation[          , genome  6030] predictions:    9734/  10000 (97.34%), best:    9775/10000 (97.75%), error:       844.18042, best error:       751.44458 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 175.8325958252s, input_fired_time: 1.8505585194, output_fired_time: 2.0522944927, propagate_forward_time: 66.3291473389, propagate_backward_time: 102.0056076050, weight_update_time: 0.2088481039, other_time: 3.5949935913
epoch time: 13.9326534271s, input_fired_time: 0.2310574502, output_fired_time: 0.0000000000, propagate_forward_time: 13.0918645859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6097316742
validation[          , genome  6030] predictions:    9682/  10000 (96.82%), best:    9775/10000 (97.75%), error:      1025.60681, best error:       751.44458 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 177.2452545166s, input_fired_time: 1.8925907612, output_fired_time: 1.9824113846, propagate_forward_time: 67.0809783936, propagate_backward_time: 102.8312759399, weight_update_time: 0.2062566727, other_time: 3.4580001831
epoch time: 15.0237245560s, input_fired_time: 0.2254112810, output_fired_time: 0.0000000000, propagate_forward_time: 14.1699075699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6284055710
validation[          , genome  6030] predictions:    9740/  10000 (97.40%), best:    9775/10000 (97.75%), error:       800.62195, best error:       751.44458 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 174.9829406738s, input_fired_time: 1.8165732622, output_fired_time: 2.0535082817, propagate_forward_time: 66.1337432861, propagate_backward_time: 101.4422683716, weight_update_time: 0.2391484082, other_time: 3.5368423462
epoch time: 14.8347558975s, input_fired_time: 0.2281313390, output_fired_time: 0.0000000000, propagate_forward_time: 13.9809064865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6257181168
validation[          , genome  6030] predictions:    9759/  10000 (97.59%), best:    9775/10000 (97.75%), error:       789.11792, best error:       751.44458 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 171.8468627930s, input_fired_time: 1.8527115583, output_fired_time: 1.9862165451, propagate_forward_time: 65.0887374878, propagate_backward_time: 99.5898895264, weight_update_time: 0.2062242776, other_time: 3.3293075562
epoch time: 14.0068187714s, input_fired_time: 0.2281891108, output_fired_time: 0.0000000000, propagate_forward_time: 13.1853485107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5932807922
validation[          , genome  6030] predictions:    9664/  10000 (96.64%), best:    9775/10000 (97.75%), error:      1055.01636, best error:       751.44458 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 170.6151885986s, input_fired_time: 1.8409838676, output_fired_time: 1.9650214911, propagate_forward_time: 64.5933151245, propagate_backward_time: 98.8908462524, weight_update_time: 0.2053891718, other_time: 3.3250122070
epoch time: 18.2776031494s, input_fired_time: 0.3252281547, output_fired_time: 0.0000000000, propagate_forward_time: 17.1993274689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7530479431
validation[          , genome  6030] predictions:    9746/  10000 (97.46%), best:    9775/10000 (97.75%), error:       787.34210, best error:       751.44458 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 178.7858428955s, input_fired_time: 1.8614630699, output_fired_time: 2.1403279305, propagate_forward_time: 67.5515823364, propagate_backward_time: 103.7251586914, weight_update_time: 0.2072074711, other_time: 3.5073013306
epoch time: 12.2667379379s, input_fired_time: 0.2083958685, output_fired_time: 0.0000000000, propagate_forward_time: 11.4117231369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6466188431
validation[          , genome  6030] predictions:    9747/  10000 (97.47%), best:    9775/10000 (97.75%), error:       857.14636, best error:       751.44458 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 172.3883666992s, input_fired_time: 1.8983645439, output_fired_time: 1.9917076826, propagate_forward_time: 65.1264190674, propagate_backward_time: 99.9321594238, weight_update_time: 0.2067994028, other_time: 3.4397125244
epoch time: 16.3038253784s, input_fired_time: 0.2581613660, output_fired_time: 0.0000000000, propagate_forward_time: 15.3216667175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7239971161
validation[          , genome  6030] predictions:    9748/  10000 (97.48%), best:    9775/10000 (97.75%), error:       830.67023, best error:       751.44458 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 169.7718811035s, input_fired_time: 1.8131532669, output_fired_time: 1.9723877907, propagate_forward_time: 64.2407989502, propagate_backward_time: 98.4509277344, weight_update_time: 0.2052610070, other_time: 3.2946166992
epoch time: 19.3498363495s, input_fired_time: 0.2601014674, output_fired_time: 0.0000000000, propagate_forward_time: 18.2371044159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8526306152
validation[          , genome  6030] predictions:    9709/  10000 (97.09%), best:    9775/10000 (97.75%), error:       916.70490, best error:       751.44458 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 173.5001678467s, input_fired_time: 1.9180618525, output_fired_time: 1.9731854200, propagate_forward_time: 65.5186538696, propagate_backward_time: 100.7227630615, weight_update_time: 0.2074387670, other_time: 3.3675003052
epoch time: 16.5838088989s, input_fired_time: 0.2589624524, output_fired_time: 0.0000000000, propagate_forward_time: 15.6001558304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7246904373
validation[          , genome  6030] predictions:    9654/  10000 (96.54%), best:    9775/10000 (97.75%), error:      1136.67639, best error:       751.44458 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 173.0388183594s, input_fired_time: 1.8599152565, output_fired_time: 2.0995080471, propagate_forward_time: 65.3643188477, propagate_backward_time: 100.2656097412, weight_update_time: 0.2056572139, other_time: 3.4494781494
epoch time: 13.7399826050s, input_fired_time: 0.2276990712, output_fired_time: 0.0000000000, propagate_forward_time: 12.9129962921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5992870331
validation[          , genome  6030] predictions:    9746/  10000 (97.46%), best:    9775/10000 (97.75%), error:       845.46399, best error:       751.44458 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 170.7070159912s, input_fired_time: 1.8243855238, output_fired_time: 1.9852070808, propagate_forward_time: 64.5893554688, propagate_backward_time: 99.0073242188, weight_update_time: 0.2063921094, other_time: 3.3007354736
epoch time: 19.5594043732s, input_fired_time: 0.2923488319, output_fired_time: 0.0000000000, propagate_forward_time: 18.4446792603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8223762512
validation[          , genome  6030] predictions:    9766/  10000 (97.66%), best:    9775/10000 (97.75%), error:       799.27173, best error:       751.44458 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 184.4785766602s, input_fired_time: 1.8421390057, output_fired_time: 2.1086816788, propagate_forward_time: 69.8680419922, propagate_backward_time: 106.9146118164, weight_update_time: 0.2380445749, other_time: 3.7451019287
epoch time: 15.7596378326s, input_fired_time: 0.2592491806, output_fired_time: 0.0000000000, propagate_forward_time: 14.8426151276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6577739716
validation[          , genome  6030] predictions:    9727/  10000 (97.27%), best:    9775/10000 (97.75%), error:       895.80042, best error:       751.44458 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 178.2942047119s, input_fired_time: 1.8198387623, output_fired_time: 1.9897902012, propagate_forward_time: 71.0237731934, propagate_backward_time: 100.0467834473, weight_update_time: 0.2060768306, other_time: 3.4140167236
epoch time: 14.8433179855s, input_fired_time: 0.2304322571, output_fired_time: 0.0000000000, propagate_forward_time: 13.9740018845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6388835907
validation[          , genome  6030] predictions:    9768/  10000 (97.68%), best:    9775/10000 (97.75%), error:       799.46875, best error:       751.44458 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 172.4045715332s, input_fired_time: 1.8276727200, output_fired_time: 1.9763532877, propagate_forward_time: 65.2260284424, propagate_backward_time: 99.9160385132, weight_update_time: 0.2057227194, other_time: 3.4584884644
epoch time: 15.7424459457s, input_fired_time: 0.2620228231, output_fired_time: 0.0000000000, propagate_forward_time: 14.8192491531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6611738205
validation[          , genome  6030] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       713.30402, best error:       713.30402 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 170.4187927246s, input_fired_time: 1.8545370102, output_fired_time: 2.0046973228, propagate_forward_time: 64.3898086548, propagate_backward_time: 98.8421859741, weight_update_time: 0.2061756402, other_time: 3.3275604248
epoch time: 17.4179668427s, input_fired_time: 0.3560719192, output_fired_time: 0.0000000000, propagate_forward_time: 16.3985939026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6633014679
validation[          , genome  6030] predictions:    9738/  10000 (97.38%), best:    9784/10000 (97.84%), error:       857.57343, best error:       713.30402 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 180.3465881348s, input_fired_time: 1.9197076559, output_fired_time: 2.1132199764, propagate_forward_time: 68.0856933594, propagate_backward_time: 104.6390151978, weight_update_time: 0.2053915262, other_time: 3.5889511108
epoch time: 19.4619579315s, input_fired_time: 0.2912093103, output_fired_time: 0.0000000000, propagate_forward_time: 18.3520736694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8186740875
validation[          , genome  6030] predictions:    9769/  10000 (97.69%), best:    9784/10000 (97.84%), error:       763.38440, best error:       713.30402 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 174.1259155273s, input_fired_time: 1.8607234955, output_fired_time: 2.0094966888, propagate_forward_time: 65.8993072510, propagate_backward_time: 100.9259414673, weight_update_time: 0.2073147893, other_time: 3.4304580688
epoch time: 14.3915424347s, input_fired_time: 0.2266246825, output_fired_time: 0.0000000000, propagate_forward_time: 13.5713949203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935230255
validation[          , genome  6030] predictions:    9722/  10000 (97.22%), best:    9784/10000 (97.84%), error:       856.46521, best error:       713.30402 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 180.2128143311s, input_fired_time: 1.8081399202, output_fired_time: 1.9627835751, propagate_forward_time: 69.0311889648, propagate_backward_time: 103.9618759155, weight_update_time: 0.2054759264, other_time: 3.4488296509
epoch time: 17.5235176086s, input_fired_time: 0.2280535698, output_fired_time: 0.0000000000, propagate_forward_time: 16.5084590912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7870044708
validation[          , genome  6030] predictions:    9767/  10000 (97.67%), best:    9784/10000 (97.84%), error:       789.89868, best error:       713.30402 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 193.4772491455s, input_fired_time: 1.9267288446, output_fired_time: 2.1731765270, propagate_forward_time: 69.4382171631, propagate_backward_time: 116.4266586304, weight_update_time: 0.2059144378, other_time: 3.5124740601
epoch time: 14.6744842529s, input_fired_time: 0.2251768261, output_fired_time: 0.0000000000, propagate_forward_time: 13.8272962570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6220111847
validation[          , genome  6030] predictions:    9740/  10000 (97.40%), best:    9784/10000 (97.84%), error:       806.95032, best error:       713.30402 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 169.8522796631s, input_fired_time: 1.8068972826, output_fired_time: 1.9543768167, propagate_forward_time: 64.0893020630, propagate_backward_time: 98.7243804932, weight_update_time: 0.2042867094, other_time: 3.2773208618
epoch time: 13.6709728241s, input_fired_time: 0.2258154601, output_fired_time: 0.0000000000, propagate_forward_time: 12.8493204117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5958366394
validation[          , genome  6030] predictions:    9759/  10000 (97.59%), best:    9784/10000 (97.84%), error:       766.84827, best error:       713.30402 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 172.2636108398s, input_fired_time: 1.8409955502, output_fired_time: 1.9541922808, propagate_forward_time: 65.1703796387, propagate_backward_time: 99.9917297363, weight_update_time: 0.2044715732, other_time: 3.3063201904
epoch time: 13.7811031342s, input_fired_time: 0.2285159528, output_fired_time: 0.0000000000, propagate_forward_time: 12.9573421478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5952453613
validation[          , genome  6030] predictions:    9706/  10000 (97.06%), best:    9784/10000 (97.84%), error:       917.04163, best error:       713.30402 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 172.0855407715s, input_fired_time: 1.8329477310, output_fired_time: 1.9699653387, propagate_forward_time: 64.5883560181, propagate_backward_time: 100.3022994995, weight_update_time: 0.2061503828, other_time: 3.3919677734
epoch time: 14.7014493942s, input_fired_time: 0.2710230947, output_fired_time: 0.0000000000, propagate_forward_time: 13.8104858398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6199407578
validation[          , genome  6030] predictions:    9730/  10000 (97.30%), best:    9784/10000 (97.84%), error:       848.02777, best error:       713.30402 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 169.4206237793s, input_fired_time: 1.8569566011, output_fired_time: 1.9654682875, propagate_forward_time: 63.6439323425, propagate_backward_time: 98.5092163086, weight_update_time: 0.2059140056, other_time: 3.4450378418
epoch time: 16.4496536255s, input_fired_time: 0.5944638848, output_fired_time: 0.0000000000, propagate_forward_time: 15.1419448853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7132444382
validation[          , genome  6030] predictions:    9702/  10000 (97.02%), best:    9784/10000 (97.84%), error:      1001.89783, best error:       713.30402 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 173.6317749023s, input_fired_time: 1.8484258652, output_fired_time: 2.0000958443, propagate_forward_time: 64.5898208618, propagate_backward_time: 101.7239303589, weight_update_time: 0.2076285630, other_time: 3.4695129395
epoch time: 29.6591701508s, input_fired_time: 0.2276028693, output_fired_time: 0.0000000000, propagate_forward_time: 28.7401313782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6914367676
validation[          , genome  6030] predictions:    9732/  10000 (97.32%), best:    9784/10000 (97.84%), error:       867.29541, best error:       713.30402 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 178.3031463623s, input_fired_time: 1.8642071486, output_fired_time: 2.0775103569, propagate_forward_time: 67.5565032959, propagate_backward_time: 103.3233642578, weight_update_time: 0.2058635354, other_time: 3.4815521240
epoch time: 22.7788639069s, input_fired_time: 0.3568714559, output_fired_time: 0.0000000000, propagate_forward_time: 21.3452243805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0767688751
validation[          , genome  6030] predictions:    9734/  10000 (97.34%), best:    9784/10000 (97.84%), error:       853.77832, best error:       713.30402 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 172.8921203613s, input_fired_time: 1.8597805500, output_fired_time: 1.9746950865, propagate_forward_time: 65.2401504517, propagate_backward_time: 100.4717178345, weight_update_time: 0.2060741931, other_time: 3.3457641602
epoch time: 18.4770832062s, input_fired_time: 0.4184157848, output_fired_time: 0.0000000000, propagate_forward_time: 17.3044433594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7542247772
validation[          , genome  6030] predictions:    9660/  10000 (96.60%), best:    9784/10000 (97.84%), error:      1083.55066, best error:       713.30402 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 174.6251220703s, input_fired_time: 1.8895490170, output_fired_time: 1.9698088169, propagate_forward_time: 66.0304489136, propagate_backward_time: 101.3703765869, weight_update_time: 0.2056815177, other_time: 3.3649520874
epoch time: 13.6783685684s, input_fired_time: 0.2272686809, output_fired_time: 0.0000000000, propagate_forward_time: 12.8573875427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5937128067
validation[          , genome  6030] predictions:    9760/  10000 (97.60%), best:    9784/10000 (97.84%), error:       776.14685, best error:       713.30402 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 174.8599090576s, input_fired_time: 1.9302943945, output_fired_time: 2.0846457481, propagate_forward_time: 66.1348190308, propagate_backward_time: 101.2983322144, weight_update_time: 0.2077737153, other_time: 3.4118194580
epoch time: 21.0699958801s, input_fired_time: 0.2937023044, output_fired_time: 0.0000000000, propagate_forward_time: 19.8594932556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9167995453
validation[          , genome  6030] predictions:    9755/  10000 (97.55%), best:    9784/10000 (97.84%), error:       793.87616, best error:       713.30402 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 171.9991607666s, input_fired_time: 1.8920103312, output_fired_time: 2.0324294567, propagate_forward_time: 64.8637771606, propagate_backward_time: 99.8445739746, weight_update_time: 0.2073778957, other_time: 3.3663711548
epoch time: 14.7974071503s, input_fired_time: 0.2382356822, output_fired_time: 0.0000000000, propagate_forward_time: 13.9064626694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6527090073
validation[          , genome  6030] predictions:    9767/  10000 (97.67%), best:    9784/10000 (97.84%), error:       801.56116, best error:       713.30402 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 169.3761138916s, input_fired_time: 1.8148293495, output_fired_time: 1.9593757391, propagate_forward_time: 63.9391708374, propagate_backward_time: 98.3507232666, weight_update_time: 0.2052858025, other_time: 3.3120040894
epoch time: 13.8943796158s, input_fired_time: 0.2297101021, output_fired_time: 0.0000000000, propagate_forward_time: 13.0694837570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5951852798
validation[          , genome  6030] predictions:    9753/  10000 (97.53%), best:    9784/10000 (97.84%), error:       832.65656, best error:       713.30402 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 164.3472747803s, input_fired_time: 1.8191584349, output_fired_time: 1.9339498281, propagate_forward_time: 61.4395408630, propagate_backward_time: 95.7813262939, weight_update_time: 0.2037933022, other_time: 3.3733062744
epoch time: 17.0687313080s, input_fired_time: 0.2923399210, output_fired_time: 0.0000000000, propagate_forward_time: 16.0501060486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7262859344
validation[          , genome  6030] predictions:    9707/  10000 (97.07%), best:    9784/10000 (97.84%), error:       975.71014, best error:       713.30402 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 183.9045562744s, input_fired_time: 1.9799897671, output_fired_time: 2.0921618938, propagate_forward_time: 69.6147460938, propagate_backward_time: 106.3771667480, weight_update_time: 0.2065591365, other_time: 3.8404846191
epoch time: 13.8334617615s, input_fired_time: 0.2307070941, output_fired_time: 0.0000000000, propagate_forward_time: 13.0041332245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5986213684
validation[          , genome  6030] predictions:    9757/  10000 (97.57%), best:    9784/10000 (97.84%), error:       792.01056, best error:       713.30402 on epoch:    77, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 172.3393859863s, input_fired_time: 1.8811566830, output_fired_time: 1.9791616201, propagate_forward_time: 65.2306671143, propagate_backward_time: 99.8637084961, weight_update_time: 0.2061900049, other_time: 3.3847045898
epoch time: 12.8354177475s, input_fired_time: 0.2057289183, output_fired_time: 0.0000000000, propagate_forward_time: 12.0424137115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5872755051
validation[          , genome  6030] predictions:    9754/  10000 (97.54%), best:    9784/10000 (97.84%), error:       789.37659, best error:       713.30402 on epoch:    77, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 191.0983428955s, input_fired_time: 1.9503053427, output_fired_time: 2.2247457504, propagate_forward_time: 72.3421859741, propagate_backward_time: 110.7899246216, weight_update_time: 0.3043597639, other_time: 3.7911834717
epoch time: 14.7046136856s, input_fired_time: 0.2316626459, output_fired_time: 0.0000000000, propagate_forward_time: 13.8224449158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6505060196
validation[          , genome  6030] predictions:    9743/  10000 (97.43%), best:    9784/10000 (97.84%), error:       841.72784, best error:       713.30402 on epoch:    77, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 170.9594879150s, input_fired_time: 1.8164381981, output_fired_time: 1.9901226759, propagate_forward_time: 64.5468673706, propagate_backward_time: 99.2935256958, weight_update_time: 0.2067266852, other_time: 3.3125305176
epoch time: 14.7037038803s, input_fired_time: 0.2284898013, output_fired_time: 0.0000000000, propagate_forward_time: 13.8469781876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6282358170
validation[          , genome  6030] predictions:    9725/  10000 (97.25%), best:    9784/10000 (97.84%), error:       880.00183, best error:       713.30402 on epoch:    77, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 177.7877044678s, input_fired_time: 1.8400115967, output_fired_time: 1.9795969725, propagate_forward_time: 71.6200103760, propagate_backward_time: 98.9894027710, weight_update_time: 0.2061196566, other_time: 3.3586807251
epoch time: 14.8896808624s, input_fired_time: 0.2326067686, output_fired_time: 0.0000000000, propagate_forward_time: 14.0217466354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6353273392
validation[          , genome  6030] predictions:    9751/  10000 (97.51%), best:    9784/10000 (97.84%), error:       899.27417, best error:       713.30402 on epoch:    77, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 172.7593688965s, input_fired_time: 1.8403109312, output_fired_time: 1.9852888584, propagate_forward_time: 65.5703964233, propagate_backward_time: 100.0658645630, weight_update_time: 0.2084069103, other_time: 3.2975006104
epoch time: 14.2538080215s, input_fired_time: 0.2295641154, output_fired_time: 0.0000000000, propagate_forward_time: 13.4186038971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6056404114
validation[          , genome  6030] predictions:    9732/  10000 (97.32%), best:    9784/10000 (97.84%), error:       873.51178, best error:       713.30402 on epoch:    77, 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: 70.4673843384s, input_fired_time: 1.1459896564, output_fired_time: 0.0000000000, propagate_forward_time: 66.2492141724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0721817017
best training[          , genome  6030] predictions:   49720/  50000 (99.44%), best:    9784/10000 (97.84%), error:      1214.73022, best error:       713.30402 on epoch:    77, 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: 17.8560295105s, input_fired_time: 0.2904062867, output_fired_time: 0.0000000000, propagate_forward_time: 16.8052406311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7603816986
   testing[          , genome  6030] predictions:    9821/  10000 (98.21%), best:    9784/10000 (97.84%), error:       637.88037, best error:       713.30402 on epoch:    77, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:02:08 (7640): called boinc_finish(0)

</stderr_txt>
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