Nameexact_genome_1518178202_54_18420_0
Workunit2993038
Created9 Feb 2018, 22:10:53 UTC
Sent9 Feb 2018, 22:34:20 UTC
Report deadline22 Mar 2018, 8:43:52 UTC
Received10 Feb 2018, 14:24:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID31146
Run time15 hours 50 min 8 sec
CPU time15 hours 47 min 54 sec
Validate stateInitial
Credit0.00
Device peak FLOPS4.26 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size178.60 MB
Peak swap size181.98 MB
Peak disk usage4.11 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 528.5230102539s, input_fired_time: 8.0050411224, output_fired_time: 8.5412549973, propagate_forward_time: 193.5829925537, propagate_backward_time: 311.1333618164, weight_update_time: 0.4351845384, other_time: 7.2603149414
epoch time: 41.0248794556s, input_fired_time: 0.9786311388, output_fired_time: 0.0000000000, propagate_forward_time: 38.7166252136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3296241760
validation[          , genome 18420] predictions:    9831/  10000 (98.31%), best:    9876/10000 (98.76%), error:       559.98120, best error:       397.21466 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 521.4641113281s, input_fired_time: 7.9219861031, output_fired_time: 8.4275712967, propagate_forward_time: 191.8681793213, propagate_backward_time: 306.0705871582, weight_update_time: 0.4291094542, other_time: 7.1757507324
epoch time: 40.5076141357s, input_fired_time: 0.9765945673, output_fired_time: 0.0000000000, propagate_forward_time: 38.2004318237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3305892944
validation[          , genome 18420] predictions:    9849/  10000 (98.49%), best:    9876/10000 (98.76%), error:       535.62512, best error:       397.21466 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 522.3965454102s, input_fired_time: 7.9396452904, output_fired_time: 8.3898773193, propagate_forward_time: 191.7085723877, propagate_backward_time: 307.1372070313, weight_update_time: 0.4334389865, other_time: 7.2212524414
epoch time: 40.8191909790s, input_fired_time: 0.9771163464, output_fired_time: 0.0000000000, propagate_forward_time: 38.5092773438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3327980042
validation[          , genome 18420] predictions:    9844/  10000 (98.44%), best:    9876/10000 (98.76%), error:       475.15100, best error:       397.21466 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 525.2254028320s, input_fired_time: 7.9750037193, output_fired_time: 8.4581861496, propagate_forward_time: 193.4650726318, propagate_backward_time: 308.0874938965, weight_update_time: 0.4329745770, other_time: 7.2396545410
epoch time: 40.9546394348s, input_fired_time: 0.9769061804, output_fired_time: 0.0000000000, propagate_forward_time: 38.6391220093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3386116028
validation[          , genome 18420] predictions:    9855/  10000 (98.55%), best:    9876/10000 (98.76%), error:       458.57840, best error:       397.21466 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 526.8062744141s, input_fired_time: 7.9748282433, output_fired_time: 8.5169649124, propagate_forward_time: 192.7688140869, propagate_backward_time: 310.2660827637, weight_update_time: 0.4343099892, other_time: 7.2795715332
epoch time: 41.5739288330s, input_fired_time: 0.9884350300, output_fired_time: 0.0000000000, propagate_forward_time: 39.2366409302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3488540649
validation[          , genome 18420] predictions:    9824/  10000 (98.24%), best:    9876/10000 (98.76%), error:       578.85370, best error:       397.21466 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 534.1199340820s, input_fired_time: 8.0650463104, output_fired_time: 8.6193618774, propagate_forward_time: 195.9371795654, propagate_backward_time: 314.1585083008, weight_update_time: 0.4429365098, other_time: 7.3397827148
epoch time: 40.8483581543s, input_fired_time: 0.9828152657, output_fired_time: 0.0000000000, propagate_forward_time: 38.5383071899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3272361755
validation[          , genome 18420] predictions:    9851/  10000 (98.51%), best:    9876/10000 (98.76%), error:       445.70950, best error:       397.21466 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 520.3681030273s, input_fired_time: 7.8941931725, output_fired_time: 8.3874320984, propagate_forward_time: 191.1709899902, propagate_backward_time: 305.7405395508, weight_update_time: 0.4344543219, other_time: 7.1749877930
epoch time: 39.0573196411s, input_fired_time: 0.9424258471, output_fired_time: 0.0000000000, propagate_forward_time: 36.8183097839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2965850830
validation[          , genome 18420] predictions:    9836/  10000 (98.36%), best:    9876/10000 (98.76%), error:       491.02533, best error:       397.21466 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 516.7382202148s, input_fired_time: 7.8826589584, output_fired_time: 8.3476705551, propagate_forward_time: 190.3604736328, propagate_backward_time: 303.0361328125, weight_update_time: 0.4262339473, other_time: 7.1112976074
epoch time: 39.5943222046s, input_fired_time: 0.9547113180, output_fired_time: 0.0000000000, propagate_forward_time: 37.3266525269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3129577637
validation[          , genome 18420] predictions:    9878/  10000 (98.78%), best:    9876/10000 (98.76%), error:       408.38251, best error:       397.21466 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 506.3031005859s, input_fired_time: 7.7647171021, output_fired_time: 8.1514825821, propagate_forward_time: 186.0758819580, propagate_backward_time: 297.2196655273, weight_update_time: 0.4253965318, other_time: 7.0913696289
epoch time: 38.6548309326s, input_fired_time: 0.9356507063, output_fired_time: 0.0000000000, propagate_forward_time: 36.4281425476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2910385132
validation[          , genome 18420] predictions:    9855/  10000 (98.55%), best:    9876/10000 (98.76%), error:       511.11584, best error:       397.21466 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 503.6580505371s, input_fired_time: 7.7362642288, output_fired_time: 8.1310081482, propagate_forward_time: 184.1363067627, propagate_backward_time: 296.5993347168, weight_update_time: 0.4203888774, other_time: 7.0551452637
epoch time: 37.7441787720s, input_fired_time: 0.9221795797, output_fired_time: 0.0000000000, propagate_forward_time: 35.5244598389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2975387573
validation[          , genome 18420] predictions:    9851/  10000 (98.51%), best:    9876/10000 (98.76%), error:       462.86810, best error:       397.21466 on epoch:    14, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 503.2461242676s, input_fired_time: 7.7188243866, output_fired_time: 8.0973625183, propagate_forward_time: 183.3943481445, propagate_backward_time: 297.0175781250, weight_update_time: 0.4167275429, other_time: 7.0180358887
epoch time: 38.9581069946s, input_fired_time: 0.9445393085, output_fired_time: 0.0000000000, propagate_forward_time: 36.7093772888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3041915894
validation[          , genome 18420] predictions:    9853/  10000 (98.53%), best:    9876/10000 (98.76%), error:       467.63419, best error:       397.21466 on epoch:    14, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 505.0584716797s, input_fired_time: 7.7431812286, output_fired_time: 8.1171655655, propagate_forward_time: 184.6656799316, propagate_backward_time: 297.4789733887, weight_update_time: 0.4193390310, other_time: 7.0534667969
epoch time: 39.1084518433s, input_fired_time: 0.9472219944, output_fired_time: 0.0000000000, propagate_forward_time: 36.8525161743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3087120056
validation[          , genome 18420] predictions:    9849/  10000 (98.49%), best:    9876/10000 (98.76%), error:       451.21368, best error:       397.21466 on epoch:    14, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 506.3753051758s, input_fired_time: 7.7814173698, output_fired_time: 8.1106853485, propagate_forward_time: 185.7792358398, propagate_backward_time: 297.6188659668, weight_update_time: 0.4241698682, other_time: 7.0851135254
epoch time: 38.3902435303s, input_fired_time: 0.9356008172, output_fired_time: 0.0000000000, propagate_forward_time: 36.1538085938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3008346558
validation[          , genome 18420] predictions:    9855/  10000 (98.55%), best:    9876/10000 (98.76%), error:       401.93381, best error:       397.21466 on epoch:    14, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 519.7264404297s, input_fired_time: 7.8491783142, output_fired_time: 8.3287525177, propagate_forward_time: 189.1287841797, propagate_backward_time: 307.3049926758, weight_update_time: 0.4287672937, other_time: 7.1147155762
epoch time: 40.1481208801s, input_fired_time: 0.9643556476, output_fired_time: 0.0000000000, propagate_forward_time: 37.8879013062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2958641052
validation[          , genome 18420] predictions:    9871/  10000 (98.71%), best:    9876/10000 (98.76%), error:       407.57864, best error:       397.21466 on epoch:    14, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 521.0209960938s, input_fired_time: 7.8713636398, output_fired_time: 8.3713130951, propagate_forward_time: 189.3557891846, propagate_backward_time: 308.3244018555, weight_update_time: 0.4259158969, other_time: 7.0981445313
epoch time: 40.0718231201s, input_fired_time: 0.9616847038, output_fired_time: 0.0000000000, propagate_forward_time: 37.7955360413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3146018982
validation[          , genome 18420] predictions:    9828/  10000 (98.28%), best:    9876/10000 (98.76%), error:       503.15659, best error:       397.21466 on epoch:    14, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 527.0994262695s, input_fired_time: 7.9848613739, output_fired_time: 8.4261064529, propagate_forward_time: 193.5310058594, propagate_backward_time: 309.9793395996, weight_update_time: 0.4368602037, other_time: 7.1781005859
epoch time: 41.0413436890s, input_fired_time: 0.9817508459, output_fired_time: 0.0000000000, propagate_forward_time: 38.7462158203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3133773804
validation[          , genome 18420] predictions:    9851/  10000 (98.51%), best:    9876/10000 (98.76%), error:       450.93509, best error:       397.21466 on epoch:    14, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 523.6348266602s, input_fired_time: 7.9221630096, output_fired_time: 8.3984079361, propagate_forward_time: 191.3132019043, propagate_backward_time: 308.8470153809, weight_update_time: 0.4299968481, other_time: 7.1540222168
epoch time: 40.4465904236s, input_fired_time: 0.9716424942, output_fired_time: 0.0000000000, propagate_forward_time: 38.1643753052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3105735779
validation[          , genome 18420] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       371.92059, best error:       371.92059 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 531.3778076172s, input_fired_time: 8.0210561752, output_fired_time: 8.4828653336, propagate_forward_time: 195.1139984131, propagate_backward_time: 312.5807495117, weight_update_time: 0.4358606637, other_time: 7.1791381836
epoch time: 41.5613975525s, input_fired_time: 0.9897810817, output_fired_time: 0.0000000000, propagate_forward_time: 39.2594184875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3121986389
validation[          , genome 18420] predictions:    9840/  10000 (98.40%), best:    9880/10000 (98.80%), error:       507.04938, best error:       371.92059 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 527.9522094727s, input_fired_time: 7.9781751633, output_fired_time: 8.4717311859, propagate_forward_time: 194.1371917725, propagate_backward_time: 310.2213439941, weight_update_time: 0.4324454963, other_time: 7.1437683105
epoch time: 40.7375907898s, input_fired_time: 0.9784687161, output_fired_time: 0.0000000000, propagate_forward_time: 38.4318466187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3272743225
validation[          , genome 18420] predictions:    9856/  10000 (98.56%), best:    9880/10000 (98.80%), error:       475.80246, best error:       371.92059 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 529.7111206055s, input_fired_time: 8.0141191483, output_fired_time: 8.4505453110, propagate_forward_time: 195.0142211914, propagate_backward_time: 311.0802612305, weight_update_time: 0.4320274591, other_time: 7.1519775391
epoch time: 41.3734321594s, input_fired_time: 0.9859583378, output_fired_time: 0.0000000000, propagate_forward_time: 39.0694160461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3180580139
validation[          , genome 18420] predictions:    9865/  10000 (98.65%), best:    9880/10000 (98.80%), error:       426.98297, best error:       371.92059 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 530.4927368164s, input_fired_time: 8.0211772919, output_fired_time: 8.5569229126, propagate_forward_time: 195.3047637939, propagate_backward_time: 311.4212036133, weight_update_time: 0.4354135394, other_time: 7.1886596680
epoch time: 40.4495811462s, input_fired_time: 0.9697524309, output_fired_time: 0.0000000000, propagate_forward_time: 38.1699867249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3098411560
validation[          , genome 18420] predictions:    9849/  10000 (98.49%), best:    9880/10000 (98.80%), error:       458.58414, best error:       371.92059 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 534.7397460938s, input_fired_time: 8.0381708145, output_fired_time: 8.5506658554, propagate_forward_time: 196.4075469971, propagate_backward_time: 314.5577392578, weight_update_time: 0.4367572069, other_time: 7.1856689453
epoch time: 40.6658287048s, input_fired_time: 0.9813659787, output_fired_time: 0.0000000000, propagate_forward_time: 38.3614997864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3229637146
validation[          , genome 18420] predictions:    9869/  10000 (98.69%), best:    9880/10000 (98.80%), error:       373.46463, best error:       371.92059 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 526.1721191406s, input_fired_time: 7.9529309273, output_fired_time: 8.5002307892, propagate_forward_time: 192.5350036621, propagate_backward_time: 310.0306701660, weight_update_time: 0.4298538864, other_time: 7.1532592773
epoch time: 40.4947624207s, input_fired_time: 0.9731714129, output_fired_time: 0.0000000000, propagate_forward_time: 38.2027473450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3188438416
validation[          , genome 18420] predictions:    9864/  10000 (98.64%), best:    9880/10000 (98.80%), error:       405.73145, best error:       371.92059 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 527.6477661133s, input_fired_time: 8.0287885666, output_fired_time: 8.5189886093, propagate_forward_time: 194.9398040771, propagate_backward_time: 309.0295715332, weight_update_time: 0.4302866459, other_time: 7.1305847168
epoch time: 39.7509536743s, input_fired_time: 0.9645829201, output_fired_time: 0.0000000000, propagate_forward_time: 37.4736671448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3127021790
validation[          , genome 18420] predictions:    9883/  10000 (98.83%), best:    9880/10000 (98.80%), error:       380.62311, best error:       371.92059 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 521.6190185547s, input_fired_time: 7.9260177612, output_fired_time: 8.4253463745, propagate_forward_time: 191.6347351074, propagate_backward_time: 306.4992370605, weight_update_time: 0.4297313988, other_time: 7.1336669922
epoch time: 42.1393547058s, input_fired_time: 1.0021249056, output_fired_time: 0.0000000000, propagate_forward_time: 39.8084907532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3287391663
validation[          , genome 18420] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       333.60712, best error:       333.60712 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 532.5518188477s, input_fired_time: 8.0412130356, output_fired_time: 8.5889329910, propagate_forward_time: 195.4702301025, propagate_backward_time: 313.2614135742, weight_update_time: 0.4376522899, other_time: 7.1900634766
epoch time: 41.0607948303s, input_fired_time: 0.9869093895, output_fired_time: 0.0000000000, propagate_forward_time: 38.7541885376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3196983337
validation[          , genome 18420] predictions:    9878/  10000 (98.78%), best:    9902/10000 (99.02%), error:       357.19202, best error:       333.60712 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 523.2941284180s, input_fired_time: 7.9407362938, output_fired_time: 8.3832483292, propagate_forward_time: 191.8152160645, propagate_backward_time: 308.0286865234, weight_update_time: 0.4292834699, other_time: 7.1262512207
epoch time: 40.5079994202s, input_fired_time: 0.9731792212, output_fired_time: 0.0000000000, propagate_forward_time: 38.2253303528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3094902039
validation[          , genome 18420] predictions:    9892/  10000 (98.92%), best:    9902/10000 (99.02%), error:       339.17545, best error:       333.60712 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 528.3177490234s, input_fired_time: 8.0030822754, output_fired_time: 8.4921827316, propagate_forward_time: 193.9680328369, propagate_backward_time: 310.6789550781, weight_update_time: 0.4346313775, other_time: 7.1755371094
epoch time: 41.2556457520s, input_fired_time: 0.9882962108, output_fired_time: 0.0000000000, propagate_forward_time: 38.9518432617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3155059814
validation[          , genome 18420] predictions:    9873/  10000 (98.73%), best:    9902/10000 (99.02%), error:       421.01480, best error:       333.60712 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 526.0387573242s, input_fired_time: 7.9764666557, output_fired_time: 8.4292926788, propagate_forward_time: 193.1969909668, propagate_backward_time: 309.2618408203, weight_update_time: 0.4342634380, other_time: 7.1741943359
epoch time: 40.4775962830s, input_fired_time: 0.9715369940, output_fired_time: 0.0000000000, propagate_forward_time: 38.1909027100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3151550293
validation[          , genome 18420] predictions:    9864/  10000 (98.64%), best:    9902/10000 (99.02%), error:       413.20313, best error:       333.60712 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 525.2105712891s, input_fired_time: 7.9856109619, output_fired_time: 8.4340295792, propagate_forward_time: 192.8370666504, propagate_backward_time: 308.8241271973, weight_update_time: 0.4313344657, other_time: 7.1297607422
epoch time: 40.6920051575s, input_fired_time: 0.9818097949, output_fired_time: 0.0000000000, propagate_forward_time: 38.3958244324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3143692017
validation[          , genome 18420] predictions:    9896/  10000 (98.96%), best:    9902/10000 (99.02%), error:       336.10364, best error:       333.60712 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 526.5253295898s, input_fired_time: 8.0012798309, output_fired_time: 8.4429149628, propagate_forward_time: 193.9138336182, propagate_backward_time: 308.9992370605, weight_update_time: 0.4345816374, other_time: 7.1680603027
epoch time: 39.8504676819s, input_fired_time: 0.9697499871, output_fired_time: 0.0000000000, propagate_forward_time: 37.5689201355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3117980957
validation[          , genome 18420] predictions:    9859/  10000 (98.59%), best:    9902/10000 (99.02%), error:       450.64096, best error:       333.60712 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 514.2614135742s, input_fired_time: 7.8414211273, output_fired_time: 8.2970304489, propagate_forward_time: 187.6332092285, propagate_backward_time: 303.4062194824, weight_update_time: 0.4242925644, other_time: 7.0835266113
epoch time: 39.6649093628s, input_fired_time: 0.9570693970, output_fired_time: 0.0000000000, propagate_forward_time: 37.4109115601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2969284058
validation[          , genome 18420] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       313.23233, best error:       313.23233 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 504.9380187988s, input_fired_time: 7.7628912926, output_fired_time: 8.1908683777, propagate_forward_time: 184.7524566650, propagate_backward_time: 297.1738891602, weight_update_time: 0.4216212332, other_time: 7.0579223633
epoch time: 39.5918350220s, input_fired_time: 0.9597651958, output_fired_time: 0.0000000000, propagate_forward_time: 37.3177909851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3142776489
validation[          , genome 18420] predictions:    9836/  10000 (98.36%), best:    9904/10000 (99.04%), error:       511.42404, best error:       313.23233 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 505.9332275391s, input_fired_time: 7.7472176552, output_fired_time: 8.1608667374, propagate_forward_time: 184.8230895996, propagate_backward_time: 298.1051635742, weight_update_time: 0.4246100783, other_time: 7.0968933105
epoch time: 38.5170249939s, input_fired_time: 0.9455857873, output_fired_time: 0.0000000000, propagate_forward_time: 36.2690963745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3023414612
validation[          , genome 18420] predictions:    9895/  10000 (98.95%), best:    9904/10000 (99.04%), error:       353.83844, best error:       313.23233 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 508.9113159180s, input_fired_time: 7.8441419601, output_fired_time: 8.2185153961, propagate_forward_time: 187.0949554443, propagate_backward_time: 298.6604919434, weight_update_time: 0.4254677892, other_time: 7.0932312012
epoch time: 38.7854652405s, input_fired_time: 0.9431324005, output_fired_time: 0.0000000000, propagate_forward_time: 36.5403823853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3019485474
validation[          , genome 18420] predictions:    9886/  10000 (98.86%), best:    9904/10000 (99.04%), error:       328.97610, best error:       313.23233 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 507.1316833496s, input_fired_time: 7.7700777054, output_fired_time: 8.1612443924, propagate_forward_time: 185.6210327148, propagate_backward_time: 298.5034179688, weight_update_time: 0.4216063023, other_time: 7.0758972168
epoch time: 38.7232170105s, input_fired_time: 0.9469886422, output_fired_time: 0.0000000000, propagate_forward_time: 36.4784927368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2977371216
validation[          , genome 18420] predictions:    9875/  10000 (98.75%), best:    9904/10000 (99.04%), error:       400.18726, best error:       313.23233 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 516.0038452148s, input_fired_time: 7.8802204132, output_fired_time: 8.3111000061, propagate_forward_time: 189.3346710205, propagate_backward_time: 303.3420104980, weight_update_time: 0.4312373400, other_time: 7.1358337402
epoch time: 40.0613746643s, input_fired_time: 0.9780578613, output_fired_time: 0.0000000000, propagate_forward_time: 37.7825813293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3007354736
validation[          , genome 18420] predictions:    9881/  10000 (98.81%), best:    9904/10000 (99.04%), error:       387.00171, best error:       313.23233 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 526.1632080078s, input_fired_time: 7.9902729988, output_fired_time: 8.4671516418, propagate_forward_time: 193.6172332764, propagate_backward_time: 308.9620666504, weight_update_time: 0.4292189777, other_time: 7.1264343262
epoch time: 40.6275711060s, input_fired_time: 0.9821577668, output_fired_time: 0.0000000000, propagate_forward_time: 38.3267364502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3186759949
validation[          , genome 18420] predictions:    9892/  10000 (98.92%), best:    9904/10000 (99.04%), error:       316.30414, best error:       313.23233 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 523.9602050781s, input_fired_time: 7.9997310638, output_fired_time: 8.3651142120, propagate_forward_time: 193.0169982910, propagate_backward_time: 307.4489440918, weight_update_time: 0.4302740693, other_time: 7.1293945313
epoch time: 40.2828178406s, input_fired_time: 0.9751144648, output_fired_time: 0.0000000000, propagate_forward_time: 37.9853820801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3223228455
validation[          , genome 18420] predictions:    9856/  10000 (98.56%), best:    9904/10000 (99.04%), error:       459.28503, best error:       313.23233 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 522.5545043945s, input_fired_time: 7.9798088074, output_fired_time: 8.3748903275, propagate_forward_time: 192.9281158447, propagate_backward_time: 306.1310729980, weight_update_time: 0.4295396209, other_time: 7.1406555176
epoch time: 40.8139381409s, input_fired_time: 0.9827895164, output_fired_time: 0.0000000000, propagate_forward_time: 38.5077514648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3233985901
validation[          , genome 18420] predictions:    9888/  10000 (98.88%), best:    9904/10000 (99.04%), error:       341.02930, best error:       313.23233 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 520.7155761719s, input_fired_time: 7.9419937134, output_fired_time: 8.4353303909, propagate_forward_time: 191.5343780518, propagate_backward_time: 305.6344299316, weight_update_time: 0.4321556091, other_time: 7.1694030762
epoch time: 39.5807342529s, input_fired_time: 0.9648751616, output_fired_time: 0.0000000000, propagate_forward_time: 37.3149833679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3008766174
validation[          , genome 18420] predictions:    9885/  10000 (98.85%), best:    9904/10000 (99.04%), error:       345.10873, best error:       313.23233 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 510.5144958496s, input_fired_time: 7.8438801765, output_fired_time: 8.2213830948, propagate_forward_time: 187.4030914307, propagate_backward_time: 299.9649353027, weight_update_time: 0.4226767421, other_time: 7.0812072754
epoch time: 39.4662857056s, input_fired_time: 0.9574777484, output_fired_time: 0.0000000000, propagate_forward_time: 37.2033920288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3054161072
validation[          , genome 18420] predictions:    9882/  10000 (98.82%), best:    9904/10000 (99.04%), error:       374.66464, best error:       313.23233 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 510.8036193848s, input_fired_time: 7.8459057808, output_fired_time: 8.2774829865, propagate_forward_time: 187.3031768799, propagate_backward_time: 300.3030395508, weight_update_time: 0.4223895371, other_time: 7.0739746094
epoch time: 40.1073760986s, input_fired_time: 0.9715790749, output_fired_time: 0.0000000000, propagate_forward_time: 37.8265151978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3092803955
validation[          , genome 18420] predictions:    9894/  10000 (98.94%), best:    9904/10000 (99.04%), error:       340.62256, best error:       313.23233 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 511.6245422363s, input_fired_time: 7.8800935745, output_fired_time: 8.2795238495, propagate_forward_time: 188.4356842041, propagate_backward_time: 299.9226074219, weight_update_time: 0.4255017340, other_time: 7.1066284180
epoch time: 39.8050918579s, input_fired_time: 0.9688864350, output_fired_time: 0.0000000000, propagate_forward_time: 37.5196647644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3165397644
validation[          , genome 18420] predictions:    9890/  10000 (98.90%), best:    9904/10000 (99.04%), error:       354.63458, best error:       313.23233 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 509.3864746094s, input_fired_time: 7.8389215469, output_fired_time: 8.2440929413, propagate_forward_time: 187.4073944092, propagate_backward_time: 298.7979125977, weight_update_time: 0.4252818823, other_time: 7.0981445313
epoch time: 39.7638969421s, input_fired_time: 0.9675787687, output_fired_time: 0.0000000000, propagate_forward_time: 37.4942436218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3020744324
validation[          , genome 18420] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       309.30292, best error:       309.30292 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 524.2616577148s, input_fired_time: 7.9911890030, output_fired_time: 8.4875469208, propagate_forward_time: 192.0850830078, propagate_backward_time: 308.5457458496, weight_update_time: 0.4335679412, other_time: 7.1520690918
epoch time: 41.7258872986s, input_fired_time: 1.0041623116, output_fired_time: 0.0000000000, propagate_forward_time: 39.3997497559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3219757080
validation[          , genome 18420] predictions:    9889/  10000 (98.89%), best:    9902/10000 (99.02%), error:       360.44464, best error:       309.30292 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 527.8756713867s, input_fired_time: 8.0181808472, output_fired_time: 8.4973964691, propagate_forward_time: 193.4620056152, propagate_backward_time: 310.7175903320, weight_update_time: 0.4365875721, other_time: 7.1804809570
epoch time: 41.5552635193s, input_fired_time: 0.9967867732, output_fired_time: 0.0000000000, propagate_forward_time: 39.2352905273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3231849670
validation[          , genome 18420] predictions:    9894/  10000 (98.94%), best:    9902/10000 (99.02%), error:       341.87827, best error:       309.30292 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 523.1954345703s, input_fired_time: 7.9787139893, output_fired_time: 8.4079732895, propagate_forward_time: 192.8081054688, propagate_backward_time: 306.8389587402, weight_update_time: 0.4332255423, other_time: 7.1617126465
epoch time: 39.6555252075s, input_fired_time: 0.9663854241, output_fired_time: 0.0000000000, propagate_forward_time: 37.3856506348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3034896851
validation[          , genome 18420] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       300.42654, best error:       300.42654 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 524.1387939453s, input_fired_time: 8.0081052780, output_fired_time: 8.3601264954, propagate_forward_time: 193.3591003418, propagate_backward_time: 307.2485961914, weight_update_time: 0.4344513416, other_time: 7.1628417969
epoch time: 41.0342903137s, input_fired_time: 0.9908438325, output_fired_time: 0.0000000000, propagate_forward_time: 38.7287635803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3146820068
validation[          , genome 18420] predictions:    9893/  10000 (98.93%), best:    9907/10000 (99.07%), error:       353.59125, best error:       300.42654 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 519.2819213867s, input_fired_time: 7.9219136238, output_fired_time: 8.3376741409, propagate_forward_time: 190.6382751465, propagate_backward_time: 305.2647399902, weight_update_time: 0.4273875952, other_time: 7.1193237305
epoch time: 38.6096916199s, input_fired_time: 0.9497725964, output_fired_time: 0.0000000000, propagate_forward_time: 36.3622360229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2976837158
validation[          , genome 18420] predictions:    9902/  10000 (99.02%), best:    9907/10000 (99.07%), error:       303.15900, best error:       300.42654 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 504.3493652344s, input_fired_time: 7.8008985519, output_fired_time: 8.1539011002, propagate_forward_time: 185.5358428955, propagate_backward_time: 295.8154296875, weight_update_time: 0.4188329875, other_time: 7.0432739258
epoch time: 39.3080329895s, input_fired_time: 0.9577993751, output_fired_time: 0.0000000000, propagate_forward_time: 37.0518074036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2984275818
validation[          , genome 18420] predictions:    9905/  10000 (99.05%), best:    9907/10000 (99.07%), error:       305.25107, best error:       300.42654 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 505.3299560547s, input_fired_time: 7.7770495415, output_fired_time: 8.1571102142, propagate_forward_time: 185.0896606445, propagate_backward_time: 297.2192993164, weight_update_time: 0.4229661822, other_time: 7.0868530273
epoch time: 40.1854286194s, input_fired_time: 0.9753186703, output_fired_time: 0.0000000000, propagate_forward_time: 37.8944625854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3156471252
validation[          , genome 18420] predictions:    9898/  10000 (98.98%), best:    9907/10000 (99.07%), error:       343.97214, best error:       300.42654 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 505.8334655762s, input_fired_time: 7.8128046989, output_fired_time: 8.1450328827, propagate_forward_time: 185.8728637695, propagate_backward_time: 296.9338073730, weight_update_time: 0.4207238257, other_time: 7.0689697266
epoch time: 39.2061004639s, input_fired_time: 0.9552092552, output_fired_time: 0.0000000000, propagate_forward_time: 36.9474754333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3034172058
validation[          , genome 18420] predictions:    9884/  10000 (98.84%), best:    9907/10000 (99.07%), error:       336.95319, best error:       300.42654 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 507.0614929199s, input_fired_time: 7.8047399521, output_fired_time: 8.1539363861, propagate_forward_time: 186.1277465820, propagate_backward_time: 297.9158020020, weight_update_time: 0.4233373404, other_time: 7.0592651367
epoch time: 40.3326416016s, input_fired_time: 0.9818277359, output_fired_time: 0.0000000000, propagate_forward_time: 38.0422859192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3085289001
validation[          , genome 18420] predictions:    9879/  10000 (98.79%), best:    9907/10000 (99.07%), error:       361.40375, best error:       300.42654 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 505.5816955566s, input_fired_time: 7.7922797203, output_fired_time: 8.2035617828, propagate_forward_time: 185.2761993408, propagate_backward_time: 297.2220458984, weight_update_time: 0.4242424667, other_time: 7.0876464844
epoch time: 39.8473892212s, input_fired_time: 0.9720212221, output_fired_time: 0.0000000000, propagate_forward_time: 37.5692214966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3061447144
validation[          , genome 18420] predictions:    9905/  10000 (99.05%), best:    9907/10000 (99.07%), error:       328.82108, best error:       300.42654 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 505.2801818848s, input_fired_time: 7.8146405220, output_fired_time: 8.1871061325, propagate_forward_time: 185.3682556152, propagate_backward_time: 296.8489074707, weight_update_time: 0.4212473929, other_time: 7.0612792969
epoch time: 39.6998519897s, input_fired_time: 0.9643724561, output_fired_time: 0.0000000000, propagate_forward_time: 37.4280700684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3074111938
validation[          , genome 18420] predictions:    9899/  10000 (98.99%), best:    9907/10000 (99.07%), error:       302.27493, best error:       300.42654 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 510.5361938477s, input_fired_time: 7.8709802628, output_fired_time: 8.2403821945, propagate_forward_time: 188.2089996338, propagate_backward_time: 299.1259765625, weight_update_time: 0.4231994450, other_time: 7.0898437500
epoch time: 39.5340614319s, input_fired_time: 0.9682690501, output_fired_time: 0.0000000000, propagate_forward_time: 37.2650871277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3007049561
validation[          , genome 18420] predictions:    9892/  10000 (98.92%), best:    9907/10000 (99.07%), error:       348.04047, best error:       300.42654 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 504.1234436035s, input_fired_time: 7.8327250481, output_fired_time: 8.1386699677, propagate_forward_time: 185.6361694336, propagate_backward_time: 295.4476013184, weight_update_time: 0.4236433506, other_time: 7.0682678223
epoch time: 39.9319725037s, input_fired_time: 0.9718074799, output_fired_time: 0.0000000000, propagate_forward_time: 37.6481056213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3120613098
validation[          , genome 18420] predictions:    9897/  10000 (98.97%), best:    9907/10000 (99.07%), error:       339.15204, best error:       300.42654 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 509.8277893066s, input_fired_time: 7.8267593384, output_fired_time: 8.2681388855, propagate_forward_time: 186.6494598389, propagate_backward_time: 299.9915466309, weight_update_time: 0.4255188107, other_time: 7.0918884277
epoch time: 39.6858978271s, input_fired_time: 0.9649531245, output_fired_time: 0.0000000000, propagate_forward_time: 37.4170989990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3038444519
validation[          , genome 18420] predictions:    9905/  10000 (99.05%), best:    9907/10000 (99.07%), error:       310.49228, best error:       300.42654 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 509.1713256836s, input_fired_time: 7.8455004692, output_fired_time: 8.2003927231, propagate_forward_time: 186.5963897705, propagate_backward_time: 299.4521789551, weight_update_time: 0.4233057499, other_time: 7.0768737793
epoch time: 39.9617996216s, input_fired_time: 0.9781738520, output_fired_time: 0.0000000000, propagate_forward_time: 37.6684417725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3151855469
validation[          , genome 18420] predictions:    9896/  10000 (98.96%), best:    9907/10000 (99.07%), error:       350.76700, best error:       300.42654 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 511.9164123535s, input_fired_time: 7.8759775162, output_fired_time: 8.1326675415, propagate_forward_time: 187.7820587158, propagate_backward_time: 301.0530090332, weight_update_time: 0.4229628146, other_time: 7.0727233887
epoch time: 39.1249694824s, input_fired_time: 0.9588122368, output_fired_time: 0.0000000000, propagate_forward_time: 36.8662643433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2998924255
validation[          , genome 18420] predictions:    9899/  10000 (98.99%), best:    9907/10000 (99.07%), error:       334.75449, best error:       300.42654 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 512.8096923828s, input_fired_time: 7.8460359573, output_fired_time: 8.2204751968, propagate_forward_time: 187.3206176758, propagate_backward_time: 302.3310241699, weight_update_time: 0.4248521328, other_time: 7.0915222168
epoch time: 39.7933273315s, input_fired_time: 0.9677811265, output_fired_time: 0.0000000000, propagate_forward_time: 37.5145263672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3110198975
validation[          , genome 18420] predictions:    9870/  10000 (98.70%), best:    9907/10000 (99.07%), error:       408.03455, best error:       300.42654 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 511.2876281738s, input_fired_time: 7.8375968933, output_fired_time: 8.1929225922, propagate_forward_time: 186.7433471680, propagate_backward_time: 301.3795166016, weight_update_time: 0.4292939007, other_time: 7.1342468262
epoch time: 39.5273323059s, input_fired_time: 0.9647827744, output_fired_time: 0.0000000000, propagate_forward_time: 37.2654876709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2970619202
validation[          , genome 18420] predictions:    9912/  10000 (99.12%), best:    9907/10000 (99.07%), error:       309.11893, best error:       300.42654 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 516.0131835938s, input_fired_time: 7.9096899033, output_fired_time: 8.2048835754, propagate_forward_time: 189.1172180176, propagate_backward_time: 303.6773681641, weight_update_time: 0.4279912114, other_time: 7.1040039063
epoch time: 40.3749961853s, input_fired_time: 0.9831387401, output_fired_time: 0.0000000000, propagate_forward_time: 38.0702476501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3216094971
validation[          , genome 18420] predictions:    9911/  10000 (99.11%), best:    9907/10000 (99.07%), error:       307.51505, best error:       300.42654 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 529.1190185547s, input_fired_time: 8.0452671051, output_fired_time: 8.4424505234, propagate_forward_time: 194.4428405762, propagate_backward_time: 311.0306701660, weight_update_time: 0.4344736934, other_time: 7.1577758789
epoch time: 41.1858139038s, input_fired_time: 0.9971270561, output_fired_time: 0.0000000000, propagate_forward_time: 38.8700027466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3186836243
validation[          , genome 18420] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       293.13989, best error:       293.13989 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 529.4331054688s, input_fired_time: 8.0790576935, output_fired_time: 8.5194139481, propagate_forward_time: 195.1605072021, propagate_backward_time: 310.4894714355, weight_update_time: 0.4348778427, other_time: 7.1846618652
epoch time: 40.2221603394s, input_fired_time: 0.9832235575, output_fired_time: 0.0000000000, propagate_forward_time: 37.9288253784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3101119995
validation[          , genome 18420] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       301.09482, best error:       293.13989 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 527.3031616211s, input_fired_time: 8.0314655304, output_fired_time: 8.4228582382, propagate_forward_time: 194.4815521240, propagate_backward_time: 309.2142333984, weight_update_time: 0.4330364764, other_time: 7.1530151367
epoch time: 41.6683807373s, input_fired_time: 1.0004510880, output_fired_time: 0.0000000000, propagate_forward_time: 39.3545036316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3134269714
validation[          , genome 18420] predictions:    9896/  10000 (98.96%), best:    9914/10000 (99.14%), error:       337.72644, best error:       293.13989 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 528.2408447266s, input_fired_time: 8.0393323898, output_fired_time: 8.5218219757, propagate_forward_time: 193.9043579102, propagate_backward_time: 310.6227416992, weight_update_time: 0.4332322180, other_time: 7.1526184082
epoch time: 40.7473793030s, input_fired_time: 0.9861934781, output_fired_time: 0.0000000000, propagate_forward_time: 38.4525985718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3085861206
validation[          , genome 18420] predictions:    9916/  10000 (99.16%), best:    9914/10000 (99.14%), error:       293.69424, best error:       293.13989 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 527.6262207031s, input_fired_time: 8.0236196518, output_fired_time: 8.4700822830, propagate_forward_time: 194.1071624756, propagate_backward_time: 309.8660888672, weight_update_time: 0.4335758984, other_time: 7.1592407227
epoch time: 40.9775733948s, input_fired_time: 0.9950343370, output_fired_time: 0.0000000000, propagate_forward_time: 38.6655654907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3169746399
validation[          , genome 18420] predictions:    9890/  10000 (98.90%), best:    9914/10000 (99.14%), error:       371.08621, best error:       293.13989 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 535.5516357422s, input_fired_time: 8.1237936020, output_fired_time: 8.5672864914, propagate_forward_time: 197.3265533447, propagate_backward_time: 314.3609313965, weight_update_time: 0.4345441461, other_time: 7.1731262207
epoch time: 41.8645401001s, input_fired_time: 1.0061116219, output_fired_time: 0.0000000000, propagate_forward_time: 39.5373153687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3211135864
validation[          , genome 18420] predictions:    9911/  10000 (99.11%), best:    9914/10000 (99.14%), error:       303.15781, best error:       293.13989 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 529.1256713867s, input_fired_time: 8.0577831268, output_fired_time: 8.5379972458, propagate_forward_time: 194.4785003662, propagate_backward_time: 310.8920288086, weight_update_time: 0.4337467551, other_time: 7.1593017578
epoch time: 41.5500564575s, input_fired_time: 1.0047148466, output_fired_time: 0.0000000000, propagate_forward_time: 39.2228698730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3224716187
validation[          , genome 18420] predictions:    9914/  10000 (99.14%), best:    9914/10000 (99.14%), error:       301.54562, best error:       293.13989 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 527.7545776367s, input_fired_time: 8.0451202393, output_fired_time: 8.4973697662, propagate_forward_time: 194.1364440918, propagate_backward_time: 309.9288330078, weight_update_time: 0.4324757457, other_time: 7.1468200684
epoch time: 40.9150581360s, input_fired_time: 0.9858134389, output_fired_time: 0.0000000000, propagate_forward_time: 38.6058731079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3233718872
validation[          , genome 18420] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       291.81976, best error:       291.81976 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 526.0848999023s, input_fired_time: 8.0178747177, output_fired_time: 8.4261407852, propagate_forward_time: 193.0332946777, propagate_backward_time: 309.4674987793, weight_update_time: 0.4293019772, other_time: 7.1400756836
epoch time: 41.5410232544s, input_fired_time: 0.9988332987, output_fired_time: 0.0000000000, propagate_forward_time: 39.2123069763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3298835754
validation[          , genome 18420] predictions:    9900/  10000 (99.00%), best:    9909/10000 (99.09%), error:       303.68854, best error:       291.81976 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 525.4992675781s, input_fired_time: 8.0286903381, output_fired_time: 8.4638347626, propagate_forward_time: 193.1714782715, propagate_backward_time: 308.6933898926, weight_update_time: 0.4319040477, other_time: 7.1418762207
epoch time: 41.0024185181s, input_fired_time: 0.9891342521, output_fired_time: 0.0000000000, propagate_forward_time: 38.6854019165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3278808594
validation[          , genome 18420] predictions:    9913/  10000 (99.13%), best:    9909/10000 (99.09%), error:       317.81366, best error:       291.81976 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 528.8195800781s, input_fired_time: 8.0689697266, output_fired_time: 8.5536327362, propagate_forward_time: 194.9100189209, propagate_backward_time: 310.1436462402, weight_update_time: 0.4330862463, other_time: 7.1432800293
epoch time: 41.2936973572s, input_fired_time: 0.9971063733, output_fired_time: 0.0000000000, propagate_forward_time: 38.9790878296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3175048828
validation[          , genome 18420] predictions:    9911/  10000 (99.11%), best:    9909/10000 (99.09%), error:       303.52686, best error:       291.81976 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 527.6030273438s, input_fired_time: 8.0506467819, output_fired_time: 8.4502601624, propagate_forward_time: 193.9340515137, propagate_backward_time: 310.0216064453, weight_update_time: 0.4322107136, other_time: 7.1464538574
epoch time: 39.2196350098s, input_fired_time: 0.9570213556, output_fired_time: 0.0000000000, propagate_forward_time: 36.9647674561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2978477478
validation[          , genome 18420] predictions:    9915/  10000 (99.15%), best:    9909/10000 (99.09%), error:       305.64975, best error:       291.81976 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 522.4739990234s, input_fired_time: 7.9859919548, output_fired_time: 8.4203824997, propagate_forward_time: 191.9303894043, propagate_backward_time: 306.9797973633, weight_update_time: 0.4315358400, other_time: 7.1574707031
epoch time: 41.5288391113s, input_fired_time: 1.0028247833, output_fired_time: 0.0000000000, propagate_forward_time: 39.2004356384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3255805969
validation[          , genome 18420] predictions:    9917/  10000 (99.17%), best:    9909/10000 (99.09%), error:       301.35876, best error:       291.81976 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 525.7768554688s, input_fired_time: 8.0245218277, output_fired_time: 8.4117460251, propagate_forward_time: 193.2859039307, propagate_backward_time: 308.9172058105, weight_update_time: 0.4308870137, other_time: 7.1374816895
epoch time: 38.8387680054s, input_fired_time: 0.9626835585, output_fired_time: 0.0000000000, propagate_forward_time: 36.5709953308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3050880432
validation[          , genome 18420] predictions:    9904/  10000 (99.04%), best:    9909/10000 (99.09%), error:       316.37778, best error:       291.81976 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 523.2028198242s, input_fired_time: 7.9789204597, output_fired_time: 8.4459733963, propagate_forward_time: 191.5157470703, propagate_backward_time: 308.1414489746, weight_update_time: 0.4295126498, other_time: 7.1206970215
epoch time: 40.9668045044s, input_fired_time: 0.9929999113, output_fired_time: 0.0000000000, propagate_forward_time: 38.6549949646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3188095093
validation[          , genome 18420] predictions:    9913/  10000 (99.13%), best:    9909/10000 (99.09%), error:       293.85910, best error:       291.81976 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 525.2749023438s, input_fired_time: 8.0232219696, output_fired_time: 8.4510440826, propagate_forward_time: 192.8948822021, propagate_backward_time: 308.7521667480, weight_update_time: 0.4329230487, other_time: 7.1535949707
epoch time: 39.9605712891s, input_fired_time: 0.9749407768, output_fired_time: 0.0000000000, propagate_forward_time: 37.6737480164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3118820190
validation[          , genome 18420] predictions:    9918/  10000 (99.18%), best:    9909/10000 (99.09%), error:       303.03195, best error:       291.81976 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 520.3926391602s, input_fired_time: 7.9582815170, output_fired_time: 8.3105325699, propagate_forward_time: 191.3387756348, propagate_backward_time: 305.6285705566, weight_update_time: 0.4336529374, other_time: 7.1564941406
epoch time: 41.1257019043s, input_fired_time: 0.9967387915, output_fired_time: 0.0000000000, propagate_forward_time: 38.8185615540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3104019165
validation[          , genome 18420] predictions:    9915/  10000 (99.15%), best:    9909/10000 (99.09%), error:       298.14249, best error:       291.81976 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 524.6625366211s, input_fired_time: 7.9977517128, output_fired_time: 8.4255180359, propagate_forward_time: 192.6712341309, propagate_backward_time: 308.4158325195, weight_update_time: 0.4336017966, other_time: 7.1522216797
epoch time: 40.3362884521s, input_fired_time: 0.9819894433, output_fired_time: 0.0000000000, propagate_forward_time: 38.0451812744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3091163635
validation[          , genome 18420] predictions:    9912/  10000 (99.12%), best:    9909/10000 (99.09%), error:       300.67960, best error:       291.81976 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 526.6088256836s, input_fired_time: 8.0297374725, output_fired_time: 8.4171390533, propagate_forward_time: 193.8779144287, propagate_backward_time: 309.1339111328, weight_update_time: 0.4316549003, other_time: 7.1501464844
epoch time: 40.3163223267s, input_fired_time: 0.9831042886, output_fired_time: 0.0000000000, propagate_forward_time: 38.0239410400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3092765808
validation[          , genome 18420] predictions:    9912/  10000 (99.12%), best:    9909/10000 (99.09%), error:       298.87198, best error:       291.81976 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 521.1137084961s, input_fired_time: 7.9517397881, output_fired_time: 8.4202013016, propagate_forward_time: 190.5767669678, propagate_backward_time: 307.0340576172, weight_update_time: 0.4305082560, other_time: 7.1309814453
epoch time: 40.4262924194s, input_fired_time: 0.9866868854, output_fired_time: 0.0000000000, propagate_forward_time: 38.1244087219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3151969910
validation[          , genome 18420] predictions:    9916/  10000 (99.16%), best:    9909/10000 (99.09%), error:       294.48114, best error:       291.81976 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 524.7642822266s, input_fired_time: 8.0351819992, output_fired_time: 8.3914165497, propagate_forward_time: 193.3675842285, propagate_backward_time: 307.7909240723, weight_update_time: 0.4342864156, other_time: 7.1791992188
epoch time: 39.5828742981s, input_fired_time: 0.9730172157, output_fired_time: 0.0000000000, propagate_forward_time: 37.3017616272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3080940247
validation[          , genome 18420] predictions:    9916/  10000 (99.16%), best:    9909/10000 (99.09%), error:       296.01782, best error:       291.81976 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 519.6598510742s, input_fired_time: 7.9526801109, output_fired_time: 8.3659362793, propagate_forward_time: 190.7411193848, propagate_backward_time: 305.4497070313, weight_update_time: 0.4310853779, other_time: 7.1504211426
epoch time: 40.2034454346s, input_fired_time: 0.9806157947, output_fired_time: 0.0000000000, propagate_forward_time: 37.9230690002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2997589111
validation[          , genome 18420] predictions:    9914/  10000 (99.14%), best:    9909/10000 (99.09%), error:       301.84528, best error:       291.81976 on epoch:    86, 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: 201.3685760498s, input_fired_time: 4.9215416908, output_fired_time: 0.0000000000, propagate_forward_time: 189.8297271729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.6173095703
best training[          , genome 18420] predictions:   49994/  50000 (99.99%), best:    9909/10000 (99.09%), error:       201.95746, best error:       291.81976 on epoch:    86, 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: 40.5256843567s, input_fired_time: 0.9816917777, output_fired_time: 0.0000000000, propagate_forward_time: 38.2243461609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3196449280
   testing[          , genome 18420] predictions:    9917/  10000 (99.17%), best:    9909/10000 (99.09%), error:       266.77936, best error:       291.81976 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:24:30 (2980): called boinc_finish(0)

</stderr_txt>
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