Nameexact_genome_1512568488_42_6743_1
Workunit2604940
Created7 Dec 2017, 21:35:25 UTC
Sent7 Dec 2017, 21:41:03 UTC
Report deadline15 Dec 2017, 18:03:07 UTC
Received8 Dec 2017, 13:28:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time4 hours 15 min 30 sec
CPU time4 hours 14 min 26 sec
Validate stateValid
Credit1,962.17
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.06 MB
Peak swap size160.46 MB
Peak disk usage2.27 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.64%), best:    9697/10000 (96.97%), error:      1106.09082, best error:      1025.66602 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 139.4754486084s, input_fired_time: 1.9987708330, output_fired_time: 1.8433821201, propagate_forward_time: 52.3244285583, propagate_backward_time: 79.8368148804, weight_update_time: 0.1670133024, other_time: 3.4720535278
epoch time: 11.2942266464s, input_fired_time: 0.2458614111, output_fired_time: 0.0000000000, propagate_forward_time: 10.4134893417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6348762512
validation[          , genome  6743] predictions:    9662/  10000 (96.62%), best:    9697/10000 (96.97%), error:      1106.55774, best error:      1025.66602 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 139.2547912598s, input_fired_time: 2.0198462009, output_fired_time: 1.8424036503, propagate_forward_time: 52.1845893860, propagate_backward_time: 79.6904983521, weight_update_time: 0.1694395840, other_time: 3.5174484253
epoch time: 11.2705059052s, input_fired_time: 0.2461304069, output_fired_time: 0.0000000000, propagate_forward_time: 10.4142179489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6101579666
validation[          , genome  6743] predictions:    9677/  10000 (96.77%), best:    9697/10000 (96.97%), error:      1071.94763, best error:      1025.66602 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 138.3761596680s, input_fired_time: 1.9947104454, output_fired_time: 1.8306429386, propagate_forward_time: 51.9109764099, propagate_backward_time: 79.1184844971, weight_update_time: 0.1683362275, other_time: 3.5213470459
epoch time: 11.2035131454s, input_fired_time: 0.2479171157, output_fired_time: 0.0000000000, propagate_forward_time: 10.3497495651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6058464050
validation[          , genome  6743] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       960.85187, best error:       960.85187 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 139.1897583008s, input_fired_time: 2.0254821777, output_fired_time: 1.8241611719, propagate_forward_time: 52.2155799866, propagate_backward_time: 79.5253219604, weight_update_time: 0.1730495393, other_time: 3.5992202759
epoch time: 11.2575788498s, input_fired_time: 0.2547923028, output_fired_time: 0.0000000000, propagate_forward_time: 10.3798866272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6229000092
validation[          , genome  6743] predictions:    9646/  10000 (96.46%), best:    9705/10000 (97.05%), error:      1193.19263, best error:       960.85187 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 138.0028839111s, input_fired_time: 2.0073125362, output_fired_time: 1.8195607662, propagate_forward_time: 51.7989845276, propagate_backward_time: 78.8134155273, weight_update_time: 0.1697979569, other_time: 3.5636138916
epoch time: 11.5600461960s, input_fired_time: 0.2591671646, output_fired_time: 0.0000000000, propagate_forward_time: 10.6649637222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6359157562
validation[          , genome  6743] predictions:    9691/  10000 (96.91%), best:    9705/10000 (97.05%), error:      1074.74756, best error:       960.85187 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 138.8835601807s, input_fired_time: 1.9955791235, output_fired_time: 1.8548318148, propagate_forward_time: 52.0545005798, propagate_backward_time: 79.4745025635, weight_update_time: 0.1714019924, other_time: 3.5041503906
epoch time: 11.1513338089s, input_fired_time: 0.2473223209, output_fired_time: 0.0000000000, propagate_forward_time: 10.2875795364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6164321899
validation[          , genome  6743] predictions:    9656/  10000 (96.56%), best:    9705/10000 (97.05%), error:      1161.26331, best error:       960.85187 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 138.3229522705s, input_fired_time: 2.0113105774, output_fired_time: 1.8252620697, propagate_forward_time: 51.9063224792, propagate_backward_time: 79.0626373291, weight_update_time: 0.1681875139, other_time: 3.5174255371
epoch time: 11.2219781876s, input_fired_time: 0.2540668249, output_fired_time: 0.0000000000, propagate_forward_time: 10.3527641296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6151475906
validation[          , genome  6743] predictions:    9714/  10000 (97.14%), best:    9705/10000 (97.05%), error:       972.19910, best error:       960.85187 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 141.0903778076s, input_fired_time: 2.0434010029, output_fired_time: 1.8425756693, propagate_forward_time: 53.0728759766, propagate_backward_time: 80.5778274536, weight_update_time: 0.1652677059, other_time: 3.5537033081
epoch time: 11.2217874527s, input_fired_time: 0.2515419722, output_fired_time: 0.0000000000, propagate_forward_time: 10.3672714233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6029739380
validation[          , genome  6743] predictions:    9692/  10000 (96.92%), best:    9705/10000 (97.05%), error:      1014.43530, best error:       960.85187 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 139.5468292236s, input_fired_time: 2.0184197426, output_fired_time: 1.8312737942, propagate_forward_time: 52.3165588379, propagate_backward_time: 79.9166870117, weight_update_time: 0.1665351987, other_time: 3.4638977051
epoch time: 11.4885511398s, input_fired_time: 0.2515749335, output_fired_time: 0.0000000000, propagate_forward_time: 10.6021480560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6348285675
validation[          , genome  6743] predictions:    9728/  10000 (97.28%), best:    9705/10000 (97.05%), error:       979.50781, best error:       960.85187 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 138.5250549316s, input_fired_time: 1.9898306131, output_fired_time: 1.8295561075, propagate_forward_time: 52.0828552246, propagate_backward_time: 79.2053756714, weight_update_time: 0.1662998945, other_time: 3.4174270630
epoch time: 11.2604608536s, input_fired_time: 0.2545205951, output_fired_time: 0.0000000000, propagate_forward_time: 10.3915481567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6143922806
validation[          , genome  6743] predictions:    9676/  10000 (96.76%), best:    9705/10000 (97.05%), error:      1081.28650, best error:       960.85187 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 138.9256134033s, input_fired_time: 2.0002129078, output_fired_time: 1.8220436573, propagate_forward_time: 52.1632232666, propagate_backward_time: 79.4247207642, weight_update_time: 0.1686464697, other_time: 3.5154190063
epoch time: 11.3376502991s, input_fired_time: 0.2557252049, output_fired_time: 0.0000000000, propagate_forward_time: 10.4587831497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6231422424
validation[          , genome  6743] predictions:    9692/  10000 (96.92%), best:    9705/10000 (97.05%), error:      1040.50830, best error:       960.85187 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 140.0722656250s, input_fired_time: 2.0190021992, output_fired_time: 1.8775168657, propagate_forward_time: 52.5981483459, propagate_backward_time: 79.9729995728, weight_update_time: 0.1726697832, other_time: 3.6046066284
epoch time: 11.2939777374s, input_fired_time: 0.2569067180, output_fired_time: 0.0000000000, propagate_forward_time: 10.4140729904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6229982376
validation[          , genome  6743] predictions:    9687/  10000 (96.87%), best:    9705/10000 (97.05%), error:      1051.14453, best error:       960.85187 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 138.3180541992s, input_fired_time: 2.0137515068, output_fired_time: 1.8350348473, propagate_forward_time: 51.8332786560, propagate_backward_time: 79.0783843994, weight_update_time: 0.1719856709, other_time: 3.5576019287
epoch time: 11.3678445816s, input_fired_time: 0.2598314285, output_fired_time: 0.0000000000, propagate_forward_time: 10.4726648331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6353483200
validation[          , genome  6743] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:      1031.44812, best error:       960.85187 on epoch:    17, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 138.3259277344s, input_fired_time: 1.9950305223, output_fired_time: 1.8198028803, propagate_forward_time: 51.9231796265, propagate_backward_time: 79.1169052124, weight_update_time: 0.1739142984, other_time: 3.4710083008
epoch time: 11.3059244156s, input_fired_time: 0.2568121552, output_fired_time: 0.0000000000, propagate_forward_time: 10.4117574692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6373548508
validation[          , genome  6743] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       931.30371, best error:       931.30371 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 139.0412445068s, input_fired_time: 2.0208768845, output_fired_time: 1.8272573948, propagate_forward_time: 52.1917648315, propagate_backward_time: 79.4704284668, weight_update_time: 0.1687313020, other_time: 3.5309219360
epoch time: 11.2615060806s, input_fired_time: 0.2490558773, output_fired_time: 0.0000000000, propagate_forward_time: 10.3892250061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6232252121
validation[          , genome  6743] predictions:    9689/  10000 (96.89%), best:    9730/10000 (97.30%), error:      1021.12408, best error:       931.30371 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 140.6870117188s, input_fired_time: 2.0352699757, output_fired_time: 1.8373987675, propagate_forward_time: 52.9261398315, propagate_backward_time: 80.3320312500, weight_update_time: 0.1670368910, other_time: 3.5561752319
epoch time: 11.6018104553s, input_fired_time: 0.2582742274, output_fired_time: 0.0000000000, propagate_forward_time: 10.6928730011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6506633759
validation[          , genome  6743] predictions:    9703/  10000 (97.03%), best:    9730/10000 (97.30%), error:       997.95898, best error:       931.30371 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 138.2674102783s, input_fired_time: 2.0281193256, output_fired_time: 1.8395559788, propagate_forward_time: 51.8252830505, propagate_backward_time: 79.0447769165, weight_update_time: 0.1693252176, other_time: 3.5296707153
epoch time: 11.1626653671s, input_fired_time: 0.2566654980, output_fired_time: 0.0000000000, propagate_forward_time: 10.2883892059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6176109314
validation[          , genome  6743] predictions:    9651/  10000 (96.51%), best:    9730/10000 (97.30%), error:      1143.13171, best error:       931.30371 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 138.8844604492s, input_fired_time: 2.0128991604, output_fired_time: 1.8368006945, propagate_forward_time: 52.1721076965, propagate_backward_time: 79.3857192993, weight_update_time: 0.1664269865, other_time: 3.4769363403
epoch time: 11.4465074539s, input_fired_time: 0.2508417070, output_fired_time: 0.0000000000, propagate_forward_time: 10.5689058304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6267595291
validation[          , genome  6743] predictions:    9734/  10000 (97.34%), best:    9730/10000 (97.30%), error:       975.14636, best error:       931.30371 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 138.5841522217s, input_fired_time: 2.0129592419, output_fired_time: 1.8267197609, propagate_forward_time: 51.9805374146, propagate_backward_time: 79.1854019165, weight_update_time: 0.1744121909, other_time: 3.5785369873
epoch time: 11.2764549255s, input_fired_time: 0.2491361350, output_fired_time: 0.0000000000, propagate_forward_time: 10.4150466919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6122722626
validation[          , genome  6743] predictions:    9630/  10000 (96.30%), best:    9730/10000 (97.30%), error:      1200.50403, best error:       931.30371 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 139.5487365723s, input_fired_time: 2.0295383930, output_fired_time: 1.8413312435, propagate_forward_time: 52.3945121765, propagate_backward_time: 79.7035217285, weight_update_time: 0.1745338887, other_time: 3.5798339844
epoch time: 11.3882989883s, input_fired_time: 0.2538408637, output_fired_time: 0.0000000000, propagate_forward_time: 10.5281295776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6063289642
validation[          , genome  6743] predictions:    9725/  10000 (97.25%), best:    9730/10000 (97.30%), error:       967.32269, best error:       931.30371 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 138.2143249512s, input_fired_time: 2.0104560852, output_fired_time: 1.8070315123, propagate_forward_time: 51.8562622070, propagate_backward_time: 79.0158996582, weight_update_time: 0.1680968851, other_time: 3.5246734619
epoch time: 11.2297773361s, input_fired_time: 0.2548088729, output_fired_time: 0.0000000000, propagate_forward_time: 10.3519821167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6229867935
validation[          , genome  6743] predictions:    9690/  10000 (96.90%), best:    9730/10000 (97.30%), error:       989.00464, best error:       931.30371 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 139.8542327881s, input_fired_time: 2.0313401222, output_fired_time: 1.8427183628, propagate_forward_time: 52.3632965088, propagate_backward_time: 80.0578994751, weight_update_time: 0.1775003225, other_time: 3.5589828491
epoch time: 11.3276691437s, input_fired_time: 0.2499673963, output_fired_time: 0.0000000000, propagate_forward_time: 10.4657812119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6119203568
validation[          , genome  6743] predictions:    9693/  10000 (96.93%), best:    9730/10000 (97.30%), error:      1019.99927, best error:       931.30371 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 138.3866424561s, input_fired_time: 2.0280711651, output_fired_time: 1.8290400505, propagate_forward_time: 51.9697914124, propagate_backward_time: 79.0100708008, weight_update_time: 0.1699047983, other_time: 3.5496673584
epoch time: 11.2088518143s, input_fired_time: 0.2582148910, output_fired_time: 0.0000000000, propagate_forward_time: 10.3250093460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6256275177
validation[          , genome  6743] predictions:    9687/  10000 (96.87%), best:    9730/10000 (97.30%), error:      1027.54395, best error:       931.30371 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 139.3091735840s, input_fired_time: 2.0350193977, output_fired_time: 1.8429846764, propagate_forward_time: 52.2164001465, propagate_backward_time: 79.6346511841, weight_update_time: 0.1693151444, other_time: 3.5801162720
epoch time: 11.4590959549s, input_fired_time: 0.2557557225, output_fired_time: 0.0000000000, propagate_forward_time: 10.5811691284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6221714020
validation[          , genome  6743] predictions:    9645/  10000 (96.45%), best:    9730/10000 (97.30%), error:      1170.02234, best error:       931.30371 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 139.1251068115s, input_fired_time: 2.0329501629, output_fired_time: 1.8402613401, propagate_forward_time: 52.1705589294, propagate_backward_time: 79.5487136841, weight_update_time: 0.1680181921, other_time: 3.5326309204
epoch time: 11.3362369537s, input_fired_time: 0.2528140247, output_fired_time: 0.0000000000, propagate_forward_time: 10.4586849213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6247377396
validation[          , genome  6743] predictions:    9711/  10000 (97.11%), best:    9730/10000 (97.30%), error:       943.02618, best error:       931.30371 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 138.6928405762s, input_fired_time: 2.0623631477, output_fired_time: 1.8657144308, propagate_forward_time: 52.0027809143, propagate_backward_time: 79.1929473877, weight_update_time: 0.1699870378, other_time: 3.5690460205
epoch time: 11.3156356812s, input_fired_time: 0.2525531650, output_fired_time: 0.0000000000, propagate_forward_time: 10.4440097809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6190729141
validation[          , genome  6743] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       923.94293, best error:       923.94293 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 139.3793640137s, input_fired_time: 2.0335936546, output_fired_time: 1.8514515162, propagate_forward_time: 52.3539733887, propagate_backward_time: 79.5946350098, weight_update_time: 0.1684494913, other_time: 3.5457000732
epoch time: 11.2936944962s, input_fired_time: 0.2600428462, output_fired_time: 0.0000000000, propagate_forward_time: 10.4126958847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6209554672
validation[          , genome  6743] predictions:    9643/  10000 (96.43%), best:    9740/10000 (97.40%), error:      1187.04480, best error:       923.94293 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 140.3868255615s, input_fired_time: 2.0742030144, output_fired_time: 1.8355040550, propagate_forward_time: 52.7142524719, propagate_backward_time: 80.1547927856, weight_update_time: 0.1682816595, other_time: 3.6080703735
epoch time: 11.3582811356s, input_fired_time: 0.2572292089, output_fired_time: 0.0000000000, propagate_forward_time: 10.4793128967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6217393875
validation[          , genome  6743] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       842.49133, best error:       842.49133 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 139.6443176270s, input_fired_time: 2.0380344391, output_fired_time: 1.8335121870, propagate_forward_time: 52.3681449890, propagate_backward_time: 79.8855819702, weight_update_time: 0.1671909988, other_time: 3.5190353394
epoch time: 11.1173982620s, input_fired_time: 0.2535199523, output_fired_time: 0.0000000000, propagate_forward_time: 10.2558927536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6079854965
validation[          , genome  6743] predictions:    9731/  10000 (97.31%), best:    9749/10000 (97.49%), error:       936.80127, best error:       842.49133 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 138.1629791260s, input_fired_time: 2.0284521580, output_fired_time: 1.8243358135, propagate_forward_time: 51.9055023193, propagate_backward_time: 78.8789520264, weight_update_time: 0.1686350554, other_time: 3.5257263184
epoch time: 11.7177495956s, input_fired_time: 0.2601414323, output_fired_time: 0.0000000000, propagate_forward_time: 10.8085670471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6490411758
validation[          , genome  6743] predictions:    9718/  10000 (97.18%), best:    9749/10000 (97.49%), error:       949.78705, best error:       842.49133 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 138.8929443359s, input_fired_time: 1.9930554628, output_fired_time: 1.8170527220, propagate_forward_time: 52.0824928284, propagate_backward_time: 79.5040435791, weight_update_time: 0.1667218059, other_time: 3.4963073730
epoch time: 11.3662319183s, input_fired_time: 0.2590055764, output_fired_time: 0.0000000000, propagate_forward_time: 10.4812974930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6259288788
validation[          , genome  6743] predictions:    9719/  10000 (97.19%), best:    9749/10000 (97.49%), error:       959.59308, best error:       842.49133 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 139.7425689697s, input_fired_time: 2.0266923904, output_fired_time: 1.8333742619, propagate_forward_time: 52.4605751038, propagate_backward_time: 79.8796463013, weight_update_time: 0.1667732894, other_time: 3.5422897339
epoch time: 11.3519954681s, input_fired_time: 0.2621272504, output_fired_time: 0.0000000000, propagate_forward_time: 10.4680204391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6218481064
validation[          , genome  6743] predictions:    9727/  10000 (97.27%), best:    9749/10000 (97.49%), error:       920.87775, best error:       842.49133 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 138.8636779785s, input_fired_time: 2.0375301838, output_fired_time: 1.8311878443, propagate_forward_time: 52.0356788635, propagate_backward_time: 79.4164962769, weight_update_time: 0.1687424630, other_time: 3.5427780151
epoch time: 11.2129659653s, input_fired_time: 0.2550877631, output_fired_time: 0.0000000000, propagate_forward_time: 10.3434743881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6144037247
validation[          , genome  6743] predictions:    9672/  10000 (96.72%), best:    9749/10000 (97.49%), error:      1127.01953, best error:       842.49133 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 138.8585968018s, input_fired_time: 2.0459516048, output_fired_time: 1.8467142582, propagate_forward_time: 52.1979598999, propagate_backward_time: 79.1883392334, weight_update_time: 0.1698358804, other_time: 3.5796432495
epoch time: 11.3298892975s, input_fired_time: 0.2537057400, output_fired_time: 0.0000000000, propagate_forward_time: 10.4662961960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6098871231
validation[          , genome  6743] predictions:    9731/  10000 (97.31%), best:    9749/10000 (97.49%), error:       914.63379, best error:       842.49133 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 139.3617706299s, input_fired_time: 2.0312621593, output_fired_time: 1.8214820623, propagate_forward_time: 52.4141998291, propagate_backward_time: 79.6121139526, weight_update_time: 0.1661763340, other_time: 3.4827041626
epoch time: 11.1409635544s, input_fired_time: 0.2588735223, output_fired_time: 0.0000000000, propagate_forward_time: 10.2635917664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6184978485
validation[          , genome  6743] predictions:    9739/  10000 (97.39%), best:    9749/10000 (97.49%), error:       916.34772, best error:       842.49133 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 140.8202209473s, input_fired_time: 2.0292181969, output_fired_time: 1.8604420424, propagate_forward_time: 52.8981819153, propagate_backward_time: 80.5243606567, weight_update_time: 0.1714963615, other_time: 3.5080184937
epoch time: 11.2007894516s, input_fired_time: 0.2590700686, output_fired_time: 0.0000000000, propagate_forward_time: 10.3235359192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6181831360
validation[          , genome  6743] predictions:    9726/  10000 (97.26%), best:    9749/10000 (97.49%), error:       942.62494, best error:       842.49133 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 138.6351165771s, input_fired_time: 2.0225107670, output_fired_time: 1.8192878962, propagate_forward_time: 52.0154647827, propagate_backward_time: 79.3197860718, weight_update_time: 0.1662975848, other_time: 3.4580688477
epoch time: 11.4718275070s, input_fired_time: 0.2618156075, output_fired_time: 0.0000000000, propagate_forward_time: 10.5775146484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6324968338
validation[          , genome  6743] predictions:    9638/  10000 (96.38%), best:    9749/10000 (97.49%), error:      1243.10718, best error:       842.49133 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 139.0915527344s, input_fired_time: 2.0686097145, output_fired_time: 1.8557319641, propagate_forward_time: 52.2092475891, propagate_backward_time: 79.4551544189, weight_update_time: 0.1677204370, other_time: 3.5028228760
epoch time: 11.2196865082s, input_fired_time: 0.2539748549, output_fired_time: 0.0000000000, propagate_forward_time: 10.3444271088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6212844849
validation[          , genome  6743] predictions:    9703/  10000 (97.03%), best:    9749/10000 (97.49%), error:      1005.31567, best error:       842.49133 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 139.4745330811s, input_fired_time: 2.0637397766, output_fired_time: 1.8518887758, propagate_forward_time: 52.4160194397, propagate_backward_time: 79.5466766357, weight_update_time: 0.1699906588, other_time: 3.5962219238
epoch time: 11.5013952255s, input_fired_time: 0.2593133450, output_fired_time: 0.0000000000, propagate_forward_time: 10.6123247147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6297569275
validation[          , genome  6743] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       830.17706, best error:       830.17706 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 139.3403778076s, input_fired_time: 2.0347752571, output_fired_time: 1.8547087908, propagate_forward_time: 52.2225418091, propagate_backward_time: 79.6291275024, weight_update_time: 0.1685806066, other_time: 3.5992279053
epoch time: 11.2109880447s, input_fired_time: 0.2618799210, output_fired_time: 0.0000000000, propagate_forward_time: 10.3301334381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6189746857
validation[          , genome  6743] predictions:    9651/  10000 (96.51%), best:    9758/10000 (97.58%), error:      1146.58362, best error:       830.17706 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 139.0011138916s, input_fired_time: 2.0188314915, output_fired_time: 1.8184667826, propagate_forward_time: 52.1060600281, propagate_backward_time: 79.5568389893, weight_update_time: 0.1674388945, other_time: 3.5009155273
epoch time: 11.3855867386s, input_fired_time: 0.2661874890, output_fired_time: 0.0000000000, propagate_forward_time: 10.5036296844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6157693863
validation[          , genome  6743] predictions:    9737/  10000 (97.37%), best:    9758/10000 (97.58%), error:       877.56964, best error:       830.17706 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 139.1785583496s, input_fired_time: 2.0485925674, output_fired_time: 1.8434405327, propagate_forward_time: 52.2443351746, propagate_backward_time: 79.4874954224, weight_update_time: 0.1739493906, other_time: 3.5546798706
epoch time: 11.3003835678s, input_fired_time: 0.2665238082, output_fired_time: 0.0000000000, propagate_forward_time: 10.3983173370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6355428696
validation[          , genome  6743] predictions:    9713/  10000 (97.13%), best:    9758/10000 (97.58%), error:       948.84814, best error:       830.17706 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 139.8702239990s, input_fired_time: 2.0529322624, output_fired_time: 1.8564987183, propagate_forward_time: 52.4433898926, propagate_backward_time: 80.0019760132, weight_update_time: 0.1710881740, other_time: 3.5154190063
epoch time: 11.5982837677s, input_fired_time: 0.2592870593, output_fired_time: 0.0000000000, propagate_forward_time: 10.6798067093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6591901779
validation[          , genome  6743] predictions:    9733/  10000 (97.33%), best:    9758/10000 (97.58%), error:       918.19617, best error:       830.17706 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 139.7384185791s, input_fired_time: 2.0581154823, output_fired_time: 1.8583271503, propagate_forward_time: 52.3390617371, propagate_backward_time: 79.9274978638, weight_update_time: 0.1681658328, other_time: 3.5554122925
epoch time: 11.3454713821s, input_fired_time: 0.2562304437, output_fired_time: 0.0000000000, propagate_forward_time: 10.4814853668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6077556610
validation[          , genome  6743] predictions:    9714/  10000 (97.14%), best:    9758/10000 (97.58%), error:       986.31384, best error:       830.17706 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 138.8855743408s, input_fired_time: 2.0258116722, output_fired_time: 1.8194998503, propagate_forward_time: 52.1369590759, propagate_backward_time: 79.4336700439, weight_update_time: 0.1662726998, other_time: 3.4696197510
epoch time: 11.3290004730s, input_fired_time: 0.2586617172, output_fired_time: 0.0000000000, propagate_forward_time: 10.4593849182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6109542847
validation[          , genome  6743] predictions:    9735/  10000 (97.35%), best:    9758/10000 (97.58%), error:       891.89136, best error:       830.17706 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 139.1313476563s, input_fired_time: 2.0429871082, output_fired_time: 1.8358328342, propagate_forward_time: 52.1364746094, propagate_backward_time: 79.5981140137, weight_update_time: 0.1671613604, other_time: 3.5179443359
epoch time: 11.4341564178s, input_fired_time: 0.2609785199, output_fired_time: 0.0000000000, propagate_forward_time: 10.5490121841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6241655350
validation[          , genome  6743] predictions:    9734/  10000 (97.34%), best:    9758/10000 (97.58%), error:       910.33881, best error:       830.17706 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 139.1971130371s, input_fired_time: 2.0353403091, output_fired_time: 1.8243072033, propagate_forward_time: 52.1943473816, propagate_backward_time: 79.6375198364, weight_update_time: 0.1674014032, other_time: 3.5055923462
epoch time: 11.2626085281s, input_fired_time: 0.2623498440, output_fired_time: 0.0000000000, propagate_forward_time: 10.3796911240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6205673218
validation[          , genome  6743] predictions:    9766/  10000 (97.66%), best:    9758/10000 (97.58%), error:       864.76233, best error:       830.17706 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 140.3889465332s, input_fired_time: 2.0579097271, output_fired_time: 1.8432250023, propagate_forward_time: 52.6458854675, propagate_backward_time: 80.2668457031, weight_update_time: 0.1713442206, other_time: 3.5750732422
epoch time: 11.3341808319s, input_fired_time: 0.2606880963, output_fired_time: 0.0000000000, propagate_forward_time: 10.4506816864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6228113174
validation[          , genome  6743] predictions:    9700/  10000 (97.00%), best:    9758/10000 (97.58%), error:      1051.27710, best error:       830.17706 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 139.2273712158s, input_fired_time: 2.0717651844, output_fired_time: 1.8429511786, propagate_forward_time: 52.1831626892, propagate_backward_time: 79.6079711914, weight_update_time: 0.1687772870, other_time: 3.5215148926
epoch time: 11.2868232727s, input_fired_time: 0.2608927190, output_fired_time: 0.0000000000, propagate_forward_time: 10.4074192047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6185112000
validation[          , genome  6743] predictions:    9709/  10000 (97.09%), best:    9758/10000 (97.58%), error:       952.94476, best error:       830.17706 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 137.6448211670s, input_fired_time: 2.0456190109, output_fired_time: 1.8239428997, propagate_forward_time: 51.6348648071, propagate_backward_time: 78.5903167725, weight_update_time: 0.1683977991, other_time: 3.5500717163
epoch time: 11.4926080704s, input_fired_time: 0.2686734200, output_fired_time: 0.0000000000, propagate_forward_time: 10.6000623703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6238718033
validation[          , genome  6743] predictions:    9713/  10000 (97.13%), best:    9758/10000 (97.58%), error:      1008.07318, best error:       830.17706 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 138.2376098633s, input_fired_time: 2.0493118763, output_fired_time: 1.8267050982, propagate_forward_time: 51.7921752930, propagate_backward_time: 79.0018463135, weight_update_time: 0.1686237305, other_time: 3.5675659180
epoch time: 11.4729070663s, input_fired_time: 0.2740320265, output_fired_time: 0.0000000000, propagate_forward_time: 10.5442142487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6546611786
validation[          , genome  6743] predictions:    9755/  10000 (97.55%), best:    9758/10000 (97.58%), error:       881.87366, best error:       830.17706 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 138.6691741943s, input_fired_time: 2.0406467915, output_fired_time: 1.8247795105, propagate_forward_time: 52.0246505737, propagate_backward_time: 79.2236022949, weight_update_time: 0.1726145893, other_time: 3.5554885864
epoch time: 11.3962936401s, input_fired_time: 0.2562403977, output_fired_time: 0.0000000000, propagate_forward_time: 10.5175371170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6225156784
validation[          , genome  6743] predictions:    9659/  10000 (96.59%), best:    9758/10000 (97.58%), error:      1116.58875, best error:       830.17706 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 138.7320861816s, input_fired_time: 2.0699241161, output_fired_time: 1.8405815363, propagate_forward_time: 52.0054588318, propagate_backward_time: 79.2496032715, weight_update_time: 0.1696092784, other_time: 3.5665130615
epoch time: 11.4789323807s, input_fired_time: 0.2618670762, output_fired_time: 0.0000000000, propagate_forward_time: 10.5901870728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6268777847
validation[          , genome  6743] predictions:    9702/  10000 (97.02%), best:    9758/10000 (97.58%), error:       993.63696, best error:       830.17706 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 138.6142730713s, input_fired_time: 2.0455446243, output_fired_time: 1.8553701639, propagate_forward_time: 52.0208549500, propagate_backward_time: 79.1776809692, weight_update_time: 0.1687252820, other_time: 3.5148086548
epoch time: 11.3414974213s, input_fired_time: 0.2570011914, output_fired_time: 0.0000000000, propagate_forward_time: 10.4574365616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6270599365
validation[          , genome  6743] predictions:    9651/  10000 (96.51%), best:    9758/10000 (97.58%), error:      1120.28796, best error:       830.17706 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 137.9778900146s, input_fired_time: 2.0401856899, output_fired_time: 1.8310097456, propagate_forward_time: 51.7430000305, propagate_backward_time: 78.8179626465, weight_update_time: 0.1691592038, other_time: 3.5457305908
epoch time: 11.1905269623s, input_fired_time: 0.2613784969, output_fired_time: 0.0000000000, propagate_forward_time: 10.3123064041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6168422699
validation[          , genome  6743] predictions:    9713/  10000 (97.13%), best:    9758/10000 (97.58%), error:       974.70770, best error:       830.17706 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 140.5128784180s, input_fired_time: 2.0353050232, output_fired_time: 1.8800960779, propagate_forward_time: 52.6938209534, propagate_backward_time: 80.3417358398, weight_update_time: 0.1694498360, other_time: 3.5619201660
epoch time: 11.2147874832s, input_fired_time: 0.2640278041, output_fired_time: 0.0000000000, propagate_forward_time: 10.3251209259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6256389618
validation[          , genome  6743] predictions:    9719/  10000 (97.19%), best:    9758/10000 (97.58%), error:       952.92810, best error:       830.17706 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 138.7519531250s, input_fired_time: 2.0362780094, output_fired_time: 1.8242373466, propagate_forward_time: 52.1414451599, propagate_backward_time: 79.2367019653, weight_update_time: 0.1678371727, other_time: 3.5132827759
epoch time: 11.1677570343s, input_fired_time: 0.2608908415, output_fired_time: 0.0000000000, propagate_forward_time: 10.2918729782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6149930954
validation[          , genome  6743] predictions:    9716/  10000 (97.16%), best:    9758/10000 (97.58%), error:       971.86285, best error:       830.17706 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 138.7505798340s, input_fired_time: 2.0287137032, output_fired_time: 1.8479722738, propagate_forward_time: 52.0873641968, propagate_backward_time: 79.2709426880, weight_update_time: 0.1725460738, other_time: 3.5155792236
epoch time: 11.5986394882s, input_fired_time: 0.2805412710, output_fired_time: 0.0000000000, propagate_forward_time: 10.6799926758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6381053925
validation[          , genome  6743] predictions:    9743/  10000 (97.43%), best:    9758/10000 (97.58%), error:       879.17712, best error:       830.17706 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 138.2929229736s, input_fired_time: 2.0586378574, output_fired_time: 1.8167071342, propagate_forward_time: 51.8564834595, propagate_backward_time: 79.0104904175, weight_update_time: 0.1682771891, other_time: 3.5505981445
epoch time: 11.1890974045s, input_fired_time: 0.2696253359, output_fired_time: 0.0000000000, propagate_forward_time: 10.2894096375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6300621033
validation[          , genome  6743] predictions:    9668/  10000 (96.68%), best:    9758/10000 (97.58%), error:      1085.09521, best error:       830.17706 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 139.4861450195s, input_fired_time: 2.0610909462, output_fired_time: 1.8597251177, propagate_forward_time: 52.2881507874, propagate_backward_time: 79.7701568604, weight_update_time: 0.1753979176, other_time: 3.5070190430
epoch time: 11.2763853073s, input_fired_time: 0.2660383880, output_fired_time: 0.0000000000, propagate_forward_time: 10.3934974670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6168498993
validation[          , genome  6743] predictions:    9747/  10000 (97.47%), best:    9758/10000 (97.58%), error:       883.31238, best error:       830.17706 on epoch:    53, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 138.9957580566s, input_fired_time: 2.0602650642, output_fired_time: 1.8398188353, propagate_forward_time: 52.1140403748, propagate_backward_time: 79.4347915649, weight_update_time: 0.1675632447, other_time: 3.5468368530
epoch time: 11.4034385681s, input_fired_time: 0.2584474981, output_fired_time: 0.0000000000, propagate_forward_time: 10.5191020966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6258888245
validation[          , genome  6743] predictions:    9714/  10000 (97.14%), best:    9758/10000 (97.58%), error:       995.71814, best error:       830.17706 on epoch:    53, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 137.9964294434s, input_fired_time: 2.0587391853, output_fired_time: 1.8424072266, propagate_forward_time: 51.7631454468, propagate_backward_time: 78.7584609985, weight_update_time: 0.1756142080, other_time: 3.5736694336
epoch time: 11.2818069458s, input_fired_time: 0.2630483210, output_fired_time: 0.0000000000, propagate_forward_time: 10.4010620117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6176967621
validation[          , genome  6743] predictions:    9739/  10000 (97.39%), best:    9758/10000 (97.58%), error:       889.10785, best error:       830.17706 on epoch:    53, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 138.7999725342s, input_fired_time: 2.0501527786, output_fired_time: 1.8380004168, propagate_forward_time: 51.9725341797, propagate_backward_time: 79.3664703369, weight_update_time: 0.1732197255, other_time: 3.5728149414
epoch time: 11.3414487839s, input_fired_time: 0.2651687264, output_fired_time: 0.0000000000, propagate_forward_time: 10.4478178024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6284618378
validation[          , genome  6743] predictions:    9743/  10000 (97.43%), best:    9758/10000 (97.58%), error:       884.50061, best error:       830.17706 on epoch:    53, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 137.5775756836s, input_fired_time: 2.0459613800, output_fired_time: 1.8053052425, propagate_forward_time: 51.6499748230, propagate_backward_time: 78.5287704468, weight_update_time: 0.1680040956, other_time: 3.5475692749
epoch time: 11.3413524628s, input_fired_time: 0.2562492192, output_fired_time: 0.0000000000, propagate_forward_time: 10.4691543579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6159486771
validation[          , genome  6743] predictions:    9689/  10000 (96.89%), best:    9758/10000 (97.58%), error:      1030.48633, best error:       830.17706 on epoch:    53, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 139.5368957520s, input_fired_time: 2.0760085583, output_fired_time: 1.8544249535, propagate_forward_time: 52.3854408264, propagate_backward_time: 79.6727981567, weight_update_time: 0.1694431156, other_time: 3.5482254028
epoch time: 11.2026205063s, input_fired_time: 0.2588053346, output_fired_time: 0.0000000000, propagate_forward_time: 10.3385314941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6052837372
validation[          , genome  6743] predictions:    9726/  10000 (97.26%), best:    9758/10000 (97.58%), error:       966.87274, best error:       830.17706 on epoch:    53, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 139.1465454102s, input_fired_time: 2.0626626015, output_fired_time: 1.8535847664, propagate_forward_time: 52.2079162598, propagate_backward_time: 79.5354080200, weight_update_time: 0.1675927639, other_time: 3.4869613647
epoch time: 11.2482643127s, input_fired_time: 0.2647023499, output_fired_time: 0.0000000000, propagate_forward_time: 10.3346824646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6488790512
validation[          , genome  6743] predictions:    9738/  10000 (97.38%), best:    9758/10000 (97.58%), error:       915.70581, best error:       830.17706 on epoch:    53, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 137.9376068115s, input_fired_time: 2.0422194004, output_fired_time: 1.8080506325, propagate_forward_time: 51.7196769714, propagate_backward_time: 78.8524703979, weight_update_time: 0.1665735841, other_time: 3.5151901245
epoch time: 11.5945749283s, input_fired_time: 0.2615613043, output_fired_time: 0.0000000000, propagate_forward_time: 10.6687126160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6643009186
validation[          , genome  6743] predictions:    9744/  10000 (97.44%), best:    9758/10000 (97.58%), error:       926.01837, best error:       830.17706 on epoch:    53, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 139.1065521240s, input_fired_time: 2.0635774136, output_fired_time: 1.8380511999, propagate_forward_time: 52.1984291077, propagate_backward_time: 79.4070129395, weight_update_time: 0.1734484285, other_time: 3.5994720459
epoch time: 11.3129816055s, input_fired_time: 0.2662110925, output_fired_time: 0.0000000000, propagate_forward_time: 10.4391365051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6076335907
validation[          , genome  6743] predictions:    9728/  10000 (97.28%), best:    9758/10000 (97.58%), error:       917.20966, best error:       830.17706 on epoch:    53, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 138.7908477783s, input_fired_time: 2.0538098812, output_fired_time: 1.8411035538, propagate_forward_time: 52.1029243469, propagate_backward_time: 79.2613601685, weight_update_time: 0.1686373204, other_time: 3.5316543579
epoch time: 11.5119838715s, input_fired_time: 0.2706332207, output_fired_time: 0.0000000000, propagate_forward_time: 10.6037406921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6376094818
validation[          , genome  6743] predictions:    9739/  10000 (97.39%), best:    9758/10000 (97.58%), error:       866.63715, best error:       830.17706 on epoch:    53, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 138.6810913086s, input_fired_time: 2.0726704597, output_fired_time: 1.8355002403, propagate_forward_time: 52.0401268005, propagate_backward_time: 79.1781768799, weight_update_time: 0.1695466042, other_time: 3.5546112061
epoch time: 11.2301702499s, input_fired_time: 0.2648425996, output_fired_time: 0.0000000000, propagate_forward_time: 10.3516283035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6136989594
validation[          , genome  6743] predictions:    9725/  10000 (97.25%), best:    9758/10000 (97.58%), error:       899.81580, best error:       830.17706 on epoch:    53, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 137.7928009033s, input_fired_time: 2.0487794876, output_fired_time: 1.8155966997, propagate_forward_time: 51.6506996155, propagate_backward_time: 78.7217864990, weight_update_time: 0.1683611125, other_time: 3.5559387207
epoch time: 11.6065654755s, input_fired_time: 0.2741548419, output_fired_time: 0.0000000000, propagate_forward_time: 10.6967840195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6356267929
validation[          , genome  6743] predictions:    9734/  10000 (97.34%), best:    9758/10000 (97.58%), error:       941.61792, best error:       830.17706 on epoch:    53, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 139.5292205811s, input_fired_time: 2.0853147507, output_fired_time: 1.8352310658, propagate_forward_time: 52.2465667725, propagate_backward_time: 79.7824249268, weight_update_time: 0.1733513027, other_time: 3.5796813965
epoch time: 11.3257780075s, input_fired_time: 0.2741442621, output_fired_time: 0.0000000000, propagate_forward_time: 10.4298706055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6217632294
validation[          , genome  6743] predictions:    9735/  10000 (97.35%), best:    9758/10000 (97.58%), error:       921.86572, best error:       830.17706 on epoch:    53, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 138.3333892822s, input_fired_time: 2.0537290573, output_fired_time: 1.8265706301, propagate_forward_time: 51.7930335999, propagate_backward_time: 79.1116180420, weight_update_time: 0.1685361266, other_time: 3.5484466553
epoch time: 11.1340885162s, input_fired_time: 0.2587386668, output_fired_time: 0.0000000000, propagate_forward_time: 10.2556095123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6197404861
validation[          , genome  6743] predictions:    9725/  10000 (97.25%), best:    9758/10000 (97.58%), error:       964.98895, best error:       830.17706 on epoch:    53, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 138.8327941895s, input_fired_time: 2.0793764591, output_fired_time: 1.8389406204, propagate_forward_time: 52.0074844360, propagate_backward_time: 79.3675689697, weight_update_time: 0.1695969999, other_time: 3.5394210815
epoch time: 11.2086143494s, input_fired_time: 0.2638648748, output_fired_time: 0.0000000000, propagate_forward_time: 10.3264551163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6182947159
validation[          , genome  6743] predictions:    9731/  10000 (97.31%), best:    9758/10000 (97.58%), error:       926.10559, best error:       830.17706 on epoch:    53, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 138.3803710938s, input_fired_time: 2.0461039543, output_fired_time: 1.8190553188, propagate_forward_time: 51.8050918579, propagate_backward_time: 79.1689682007, weight_update_time: 0.1669829637, other_time: 3.5411529541
epoch time: 11.5731010437s, input_fired_time: 0.2662484348, output_fired_time: 0.0000000000, propagate_forward_time: 10.6332569122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6735954285
validation[          , genome  6743] predictions:    9738/  10000 (97.38%), best:    9758/10000 (97.58%), error:       911.35406, best error:       830.17706 on epoch:    53, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 139.7920379639s, input_fired_time: 2.1069269180, output_fired_time: 1.8537076712, propagate_forward_time: 52.3571815491, propagate_backward_time: 79.8558883667, weight_update_time: 0.1746253520, other_time: 3.6183242798
epoch time: 11.3708057404s, input_fired_time: 0.2597298026, output_fired_time: 0.0000000000, propagate_forward_time: 10.4924077988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6186685562
validation[          , genome  6743] predictions:    9723/  10000 (97.23%), best:    9758/10000 (97.58%), error:       966.48114, best error:       830.17706 on epoch:    53, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 138.2696990967s, input_fired_time: 2.0623071194, output_fired_time: 1.8185417652, propagate_forward_time: 51.8381118774, propagate_backward_time: 78.9970626831, weight_update_time: 0.1685751081, other_time: 3.5536804199
epoch time: 11.1487617493s, input_fired_time: 0.2632048130, output_fired_time: 0.0000000000, propagate_forward_time: 10.2657661438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6197910309
validation[          , genome  6743] predictions:    9735/  10000 (97.35%), best:    9758/10000 (97.58%), error:       903.08459, best error:       830.17706 on epoch:    53, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 138.0384979248s, input_fired_time: 2.0648214817, output_fired_time: 1.8365223408, propagate_forward_time: 51.7293434143, propagate_backward_time: 78.8149185181, weight_update_time: 0.1698173583, other_time: 3.5929031372
epoch time: 11.3339300156s, input_fired_time: 0.2657962739, output_fired_time: 0.0000000000, propagate_forward_time: 10.4561901093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6119432449
validation[          , genome  6743] predictions:    9745/  10000 (97.45%), best:    9758/10000 (97.58%), error:       885.73932, best error:       830.17706 on epoch:    53, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 139.7539367676s, input_fired_time: 2.0780560970, output_fired_time: 1.8444950581, propagate_forward_time: 52.3921241760, propagate_backward_time: 79.9459075928, weight_update_time: 0.1716869324, other_time: 3.4933624268
epoch time: 11.6016407013s, input_fired_time: 0.2758474946, output_fired_time: 0.0000000000, propagate_forward_time: 10.6890392303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6367540359
validation[          , genome  6743] predictions:    9730/  10000 (97.30%), best:    9758/10000 (97.58%), error:       897.10651, best error:       830.17706 on epoch:    53, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 139.5457458496s, input_fired_time: 2.0729839802, output_fired_time: 1.8301198483, propagate_forward_time: 52.3929138184, propagate_backward_time: 79.6947555542, weight_update_time: 0.1674008071, other_time: 3.5549697876
epoch time: 11.4015636444s, input_fired_time: 0.2687149942, output_fired_time: 0.0000000000, propagate_forward_time: 10.5156841278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6171646118
validation[          , genome  6743] predictions:    9739/  10000 (97.39%), best:    9758/10000 (97.58%), error:       864.01263, best error:       830.17706 on epoch:    53, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 137.8603057861s, input_fired_time: 2.0700516701, output_fired_time: 1.8080766201, propagate_forward_time: 51.6673316956, propagate_backward_time: 78.7571563721, weight_update_time: 0.1691782027, other_time: 3.5576934814
epoch time: 11.3486223221s, input_fired_time: 0.2630455792, output_fired_time: 0.0000000000, propagate_forward_time: 10.4792127609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6063642502
validation[          , genome  6743] predictions:    9746/  10000 (97.46%), best:    9758/10000 (97.58%), error:       873.86969, best error:       830.17706 on epoch:    53, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 138.4205322266s, input_fired_time: 2.0532059669, output_fired_time: 1.8307900429, propagate_forward_time: 51.9815063477, propagate_backward_time: 79.0358428955, weight_update_time: 0.1678650081, other_time: 3.5191802979
epoch time: 11.2872838974s, input_fired_time: 0.2612109184, output_fired_time: 0.0000000000, propagate_forward_time: 10.4144468307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6116266251
validation[          , genome  6743] predictions:    9747/  10000 (97.47%), best:    9758/10000 (97.58%), error:       875.82275, best error:       830.17706 on epoch:    53, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 140.1814880371s, input_fired_time: 2.1102900505, output_fired_time: 1.8406188488, propagate_forward_time: 52.6665573120, propagate_backward_time: 80.0716552734, weight_update_time: 0.1726423055, other_time: 3.4923629761
epoch time: 11.3849744797s, input_fired_time: 0.2708543241, output_fired_time: 0.0000000000, propagate_forward_time: 10.4714431763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6426773071
validation[          , genome  6743] predictions:    9754/  10000 (97.54%), best:    9758/10000 (97.58%), error:       844.63806, best error:       830.17706 on epoch:    53, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 139.3131103516s, input_fired_time: 2.1001489162, output_fired_time: 1.8430196047, propagate_forward_time: 52.1745834351, propagate_backward_time: 79.6284790039, weight_update_time: 0.1675703973, other_time: 3.5668869019
epoch time: 11.3334646225s, input_fired_time: 0.2679900229, output_fired_time: 0.0000000000, propagate_forward_time: 10.4459505081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6195240021
validation[          , genome  6743] predictions:    9629/  10000 (96.29%), best:    9758/10000 (97.58%), error:      1199.99023, best error:       830.17706 on epoch:    53, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 138.5577850342s, input_fired_time: 2.0544369221, output_fired_time: 1.8463730812, propagate_forward_time: 51.9619941711, propagate_backward_time: 79.1952743530, weight_update_time: 0.1684362888, other_time: 3.4997024536
epoch time: 11.3215932846s, input_fired_time: 0.2721998990, output_fired_time: 0.0000000000, propagate_forward_time: 10.4233150482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6260786057
validation[          , genome  6743] predictions:    9726/  10000 (97.26%), best:    9758/10000 (97.58%), error:       999.55438, best error:       830.17706 on epoch:    53, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 139.1716308594s, input_fired_time: 2.0946025848, output_fired_time: 1.8207150698, propagate_forward_time: 52.1417274475, propagate_backward_time: 79.5530471802, weight_update_time: 0.1686967313, other_time: 3.5615463257
epoch time: 11.4801177979s, input_fired_time: 0.2601011693, output_fired_time: 0.0000000000, propagate_forward_time: 10.6050930023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6149234772
validation[          , genome  6743] predictions:    9640/  10000 (96.40%), best:    9758/10000 (97.58%), error:      1239.34717, best error:       830.17706 on epoch:    53, 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: 56.7822685242s, input_fired_time: 1.3206179142, output_fired_time: 0.0000000000, propagate_forward_time: 52.2056236267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2560272217
best training[          , genome  6743] predictions:   49480/  50000 (98.96%), best:    9758/10000 (97.58%), error:      2021.23462, best error:       830.17706 on epoch:    53, 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: 11.3370790482s, input_fired_time: 0.2616885900, output_fired_time: 0.0000000000, propagate_forward_time: 10.4466657639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6287250519
   testing[          , genome  6743] predictions:    9767/  10000 (97.67%), best:    9758/10000 (97.58%), error:       820.59406, best error:       830.17706 on epoch:    53, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:55:51 (3592): called boinc_finish(0)

</stderr_txt>
]]>