Nameexact_genome_1512568488_41_6982_1
Workunit2606214
Created7 Dec 2017, 23:07:16 UTC
Sent7 Dec 2017, 23:12:59 UTC
Report deadline17 Dec 2017, 22:27:14 UTC
Received9 Dec 2017, 15:06:40 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time5 hours 30 min 48 sec
CPU time5 hours 25 min 40 sec
Validate stateValid
Credit2,492.06
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.33 MB
Peak swap size154.80 MB
Peak disk usage2.18 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
841.52112 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 179.1524505615s, input_fired_time: 1.7878074646, output_fired_time: 1.7966021299, propagate_forward_time: 66.4874267578, propagate_backward_time: 105.6408843994, weight_update_time: 0.2373791188, other_time: 3.4397277832
epoch time: 14.3479413986s, input_fired_time: 0.2242157459, output_fired_time: 0.0000000000, propagate_forward_time: 13.5110435486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6126823425
validation[          , genome  6982] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       838.66101, best error:       838.66101 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 177.5915374756s, input_fired_time: 1.7747424841, output_fired_time: 1.7625793219, propagate_forward_time: 66.0582122803, propagate_backward_time: 104.5675430298, weight_update_time: 0.2354760170, other_time: 3.4284591675
epoch time: 14.1755304337s, input_fired_time: 0.2217934877, output_fired_time: 0.0000000000, propagate_forward_time: 13.3458404541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6078968048
validation[          , genome  6982] predictions:    9650/  10000 (96.50%), best:    9742/10000 (97.42%), error:      1073.39832, best error:       838.66101 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 177.7124633789s, input_fired_time: 1.7811665535, output_fired_time: 1.7826297283, propagate_forward_time: 66.0320434570, propagate_backward_time: 104.6883850098, weight_update_time: 0.2365373373, other_time: 3.4282379150
epoch time: 14.1603364944s, input_fired_time: 0.2215432674, output_fired_time: 0.0000000000, propagate_forward_time: 13.3158788681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6229143143
validation[          , genome  6982] predictions:    9721/  10000 (97.21%), best:    9742/10000 (97.42%), error:       941.25568, best error:       838.66101 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 177.9782409668s, input_fired_time: 1.7861378193, output_fired_time: 1.7692376375, propagate_forward_time: 66.2320175171, propagate_backward_time: 104.7413711548, weight_update_time: 0.2392301708, other_time: 3.4494781494
epoch time: 14.3464746475s, input_fired_time: 0.2242958695, output_fired_time: 0.0000000000, propagate_forward_time: 13.5064153671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6157636642
validation[          , genome  6982] predictions:    9736/  10000 (97.36%), best:    9742/10000 (97.42%), error:       838.83655, best error:       838.66101 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 177.6582489014s, input_fired_time: 1.7870459557, output_fired_time: 1.7726180553, propagate_forward_time: 66.1287231445, propagate_backward_time: 104.5337829590, weight_update_time: 0.2345354259, other_time: 3.4360809326
epoch time: 14.2122211456s, input_fired_time: 0.2238142341, output_fired_time: 0.0000000000, propagate_forward_time: 13.3703451157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6180620193
validation[          , genome  6982] predictions:    9675/  10000 (96.75%), best:    9742/10000 (97.42%), error:      1064.46460, best error:       838.66101 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 179.4322662354s, input_fired_time: 1.7932711840, output_fired_time: 1.7884364128, propagate_forward_time: 66.8920211792, propagate_backward_time: 105.5229110718, weight_update_time: 0.2353836000, other_time: 3.4356231689
epoch time: 13.9658021927s, input_fired_time: 0.2188277394, output_fired_time: 0.0000000000, propagate_forward_time: 13.1397781372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6071958542
validation[          , genome  6982] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       780.38934, best error:       780.38934 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 178.7564086914s, input_fired_time: 1.7932498455, output_fired_time: 1.7902640104, propagate_forward_time: 66.7101211548, propagate_backward_time: 105.0219268799, weight_update_time: 0.2368537486, other_time: 3.4408493042
epoch time: 13.9961576462s, input_fired_time: 0.2207829356, output_fired_time: 0.0000000000, propagate_forward_time: 13.1684103012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6069641113
validation[          , genome  6982] predictions:    9719/  10000 (97.19%), best:    9763/10000 (97.63%), error:       894.39178, best error:       780.38934 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 178.5942382813s, input_fired_time: 1.7950743437, output_fired_time: 1.7812069654, propagate_forward_time: 66.5114517212, propagate_backward_time: 105.0668869019, weight_update_time: 0.2380932570, other_time: 3.4396209717
epoch time: 14.2673635483s, input_fired_time: 0.2252316475, output_fired_time: 0.0000000000, propagate_forward_time: 13.4282693863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6138620377
validation[          , genome  6982] predictions:    9720/  10000 (97.20%), best:    9763/10000 (97.63%), error:       875.07355, best error:       780.38934 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 177.2891235352s, input_fired_time: 1.7945830822, output_fired_time: 1.7715630531, propagate_forward_time: 65.9835586548, propagate_backward_time: 104.3041610718, weight_update_time: 0.2356362641, other_time: 3.4352569580
epoch time: 13.9721326828s, input_fired_time: 0.2260031849, output_fired_time: 0.0000000000, propagate_forward_time: 13.1465454102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5995836258
validation[          , genome  6982] predictions:    9755/  10000 (97.55%), best:    9763/10000 (97.63%), error:       815.56769, best error:       780.38934 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 177.6538238525s, input_fired_time: 1.7968814373, output_fired_time: 1.7786581516, propagate_forward_time: 66.1378860474, propagate_backward_time: 104.5033798218, weight_update_time: 0.2371832132, other_time: 3.4370269775
epoch time: 14.2159309387s, input_fired_time: 0.2274486572, output_fired_time: 0.0000000000, propagate_forward_time: 13.3691501617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6193323135
validation[          , genome  6982] predictions:    9696/  10000 (96.96%), best:    9763/10000 (97.63%), error:       995.64453, best error:       780.38934 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 178.4455261230s, input_fired_time: 1.8031404018, output_fired_time: 1.7796493769, propagate_forward_time: 66.3215637207, propagate_backward_time: 105.1078414917, weight_update_time: 0.2365632355, other_time: 3.4333267212
epoch time: 14.3298025131s, input_fired_time: 0.2234045714, output_fired_time: 0.0000000000, propagate_forward_time: 13.4927539825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6136436462
validation[          , genome  6982] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       732.29272, best error:       732.29272 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 179.0724639893s, input_fired_time: 1.7866032124, output_fired_time: 1.7900812626, propagate_forward_time: 66.6632843018, propagate_backward_time: 105.4091567993, weight_update_time: 0.2354054004, other_time: 3.4233322144
epoch time: 14.1505756378s, input_fired_time: 0.2247789353, output_fired_time: 0.0000000000, propagate_forward_time: 13.3137407303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6120557785
validation[          , genome  6982] predictions:    9677/  10000 (96.77%), best:    9770/10000 (97.70%), error:      1054.82593, best error:       732.29272 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 177.9223785400s, input_fired_time: 1.8022134304, output_fired_time: 1.7798169851, propagate_forward_time: 66.1662597656, propagate_backward_time: 104.7598266602, weight_update_time: 0.2332728952, other_time: 3.4142608643
epoch time: 14.1605081558s, input_fired_time: 0.2249325067, output_fired_time: 0.0000000000, propagate_forward_time: 13.3286981583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6068773270
validation[          , genome  6982] predictions:    9749/  10000 (97.49%), best:    9770/10000 (97.70%), error:       810.37311, best error:       732.29272 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 179.4449462891s, input_fired_time: 1.7988089323, output_fired_time: 1.7934421301, propagate_forward_time: 66.4676818848, propagate_backward_time: 105.9301528931, weight_update_time: 0.2418812960, other_time: 3.4548568726
epoch time: 13.7940263748s, input_fired_time: 0.2223040760, output_fired_time: 0.0000000000, propagate_forward_time: 12.9672298431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6044921875
validation[          , genome  6982] predictions:    9742/  10000 (97.42%), best:    9770/10000 (97.70%), error:       841.91412, best error:       732.29272 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 177.8349761963s, input_fired_time: 1.7951239347, output_fired_time: 1.7780959606, propagate_forward_time: 66.3888549805, propagate_backward_time: 104.4513320923, weight_update_time: 0.2393611521, other_time: 3.4215774536
epoch time: 13.9178991318s, input_fired_time: 0.2265943587, output_fired_time: 0.0000000000, propagate_forward_time: 13.0659456253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6253595352
validation[          , genome  6982] predictions:    9763/  10000 (97.63%), best:    9770/10000 (97.70%), error:       753.02832, best error:       732.29272 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 178.9371337891s, input_fired_time: 1.8057025671, output_fired_time: 1.7923225164, propagate_forward_time: 66.4388122559, propagate_backward_time: 105.4141845703, weight_update_time: 0.2405101806, other_time: 3.4860992432
epoch time: 14.3529214859s, input_fired_time: 0.2260903865, output_fired_time: 0.0000000000, propagate_forward_time: 13.5203685760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6064624786
validation[          , genome  6982] predictions:    9773/  10000 (97.73%), best:    9770/10000 (97.70%), error:       810.96259, best error:       732.29272 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 177.8897552490s, input_fired_time: 1.7984511852, output_fired_time: 1.7808961868, propagate_forward_time: 66.3108139038, propagate_backward_time: 104.5495223999, weight_update_time: 0.2375870794, other_time: 3.4500732422
epoch time: 14.0441789627s, input_fired_time: 0.2274085581, output_fired_time: 0.0000000000, propagate_forward_time: 13.2043409348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6124296188
validation[          , genome  6982] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       720.70306, best error:       720.70306 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 178.1383209229s, input_fired_time: 1.8030921221, output_fired_time: 1.7864534855, propagate_forward_time: 66.3546218872, propagate_backward_time: 104.7718811035, weight_update_time: 0.2375092655, other_time: 3.4222793579
epoch time: 13.6480998993s, input_fired_time: 0.2245278060, output_fired_time: 0.0000000000, propagate_forward_time: 12.8167333603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6068391800
validation[          , genome  6982] predictions:    9727/  10000 (97.27%), best:    9784/10000 (97.84%), error:       882.08838, best error:       720.70306 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 175.9735717773s, input_fired_time: 1.7914222479, output_fired_time: 1.7634519339, propagate_forward_time: 65.4772644043, propagate_backward_time: 103.5178909302, weight_update_time: 0.2333535254, other_time: 3.4235305786
epoch time: 14.2236328125s, input_fired_time: 0.2258357853, output_fired_time: 0.0000000000, propagate_forward_time: 13.3888731003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6089239120
validation[          , genome  6982] predictions:    9780/  10000 (97.80%), best:    9784/10000 (97.84%), error:       726.07385, best error:       720.70306 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 174.9069671631s, input_fired_time: 1.7739720345, output_fired_time: 1.7559438944, propagate_forward_time: 65.0429687500, propagate_backward_time: 102.9469223022, weight_update_time: 0.2335150838, other_time: 3.3871536255
epoch time: 14.3819074631s, input_fired_time: 0.2311556637, output_fired_time: 0.0000000000, propagate_forward_time: 13.5346584320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6160936356
validation[          , genome  6982] predictions:    9778/  10000 (97.78%), best:    9784/10000 (97.84%), error:       731.60553, best error:       720.70306 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 178.2784881592s, input_fired_time: 1.8047012091, output_fired_time: 1.7816016674, propagate_forward_time: 66.5116882324, propagate_backward_time: 104.7609329224, weight_update_time: 0.2362881452, other_time: 3.4195632935
epoch time: 13.9562797546s, input_fired_time: 0.2250407487, output_fired_time: 0.0000000000, propagate_forward_time: 13.1196126938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6116266251
validation[          , genome  6982] predictions:    9750/  10000 (97.50%), best:    9784/10000 (97.84%), error:       790.84253, best error:       720.70306 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 178.4610900879s, input_fired_time: 1.8036533594, output_fired_time: 1.7856870890, propagate_forward_time: 66.8311996460, propagate_backward_time: 104.6049880981, weight_update_time: 0.2382709086, other_time: 3.4355621338
epoch time: 13.9229793549s, input_fired_time: 0.2239045501, output_fired_time: 0.0000000000, propagate_forward_time: 13.0806884766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6183862686
validation[          , genome  6982] predictions:    9775/  10000 (97.75%), best:    9784/10000 (97.84%), error:       789.38428, best error:       720.70306 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 177.9119720459s, input_fired_time: 1.7976047993, output_fired_time: 1.7643607855, propagate_forward_time: 66.1524047852, propagate_backward_time: 104.7585372925, weight_update_time: 0.2371912897, other_time: 3.4390640259
epoch time: 13.7678394318s, input_fired_time: 0.2245483100, output_fired_time: 0.0000000000, propagate_forward_time: 12.9413490295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6019420624
validation[          , genome  6982] predictions:    9785/  10000 (97.85%), best:    9784/10000 (97.84%), error:       732.21417, best error:       720.70306 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 178.6110992432s, input_fired_time: 1.8092672825, output_fired_time: 1.7802665234, propagate_forward_time: 66.4025726318, propagate_backward_time: 105.1756515503, weight_update_time: 0.2353415638, other_time: 3.4433364868
epoch time: 14.3104333878s, input_fired_time: 0.2247032225, output_fired_time: 0.0000000000, propagate_forward_time: 13.4756898880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6100406647
validation[          , genome  6982] predictions:    9760/  10000 (97.60%), best:    9784/10000 (97.84%), error:       755.75208, best error:       720.70306 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 178.8815917969s, input_fired_time: 1.8137712479, output_fired_time: 1.7873457670, propagate_forward_time: 66.5421905518, propagate_backward_time: 105.3040237427, weight_update_time: 0.2371775806, other_time: 3.4342727661
epoch time: 13.9390573502s, input_fired_time: 0.2248072773, output_fired_time: 0.0000000000, propagate_forward_time: 13.1082849503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6059646606
validation[          , genome  6982] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       642.94672, best error:       642.94672 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 178.6236724854s, input_fired_time: 1.8170100451, output_fired_time: 1.7831934690, propagate_forward_time: 66.4331817627, propagate_backward_time: 105.1564559937, weight_update_time: 0.2345727980, other_time: 3.4338302612
epoch time: 14.0655431747s, input_fired_time: 0.2265810519, output_fired_time: 0.0000000000, propagate_forward_time: 13.2310752869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6078872681
validation[          , genome  6982] predictions:    9771/  10000 (97.71%), best:    9811/10000 (98.11%), error:       739.70599, best error:       642.94672 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 179.3391723633s, input_fired_time: 1.8178318739, output_fired_time: 1.7910550833, propagate_forward_time: 66.7615509033, propagate_backward_time: 105.5348587036, weight_update_time: 0.2391567528, other_time: 3.4338760376
epoch time: 14.0272951126s, input_fired_time: 0.2267867029, output_fired_time: 0.0000000000, propagate_forward_time: 13.1820373535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6184711456
validation[          , genome  6982] predictions:    9759/  10000 (97.59%), best:    9811/10000 (98.11%), error:       781.74805, best error:       642.94672 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 178.5802001953s, input_fired_time: 1.7935171127, output_fired_time: 1.7872654200, propagate_forward_time: 66.3287734985, propagate_backward_time: 105.2390518188, weight_update_time: 0.2362648547, other_time: 3.4315948486
epoch time: 14.2798633575s, input_fired_time: 0.2265110314, output_fired_time: 0.0000000000, propagate_forward_time: 13.4445142746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6088380814
validation[          , genome  6982] predictions:    9746/  10000 (97.46%), best:    9811/10000 (98.11%), error:       859.07257, best error:       642.94672 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 178.5924987793s, input_fired_time: 1.8071453571, output_fired_time: 1.8000837564, propagate_forward_time: 66.6329421997, propagate_backward_time: 104.8951721191, weight_update_time: 0.2376048416, other_time: 3.4571609497
epoch time: 13.7938423157s, input_fired_time: 0.2248194516, output_fired_time: 0.0000000000, propagate_forward_time: 12.9674606323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6015625000
validation[          , genome  6982] predictions:    9796/  10000 (97.96%), best:    9811/10000 (98.11%), error:       685.58942, best error:       642.94672 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 176.0008087158s, input_fired_time: 1.7958291769, output_fired_time: 1.7521243095, propagate_forward_time: 65.7230224609, propagate_backward_time: 103.3049392700, weight_update_time: 0.2384304255, other_time: 3.4249038696
epoch time: 13.2191963196s, input_fired_time: 0.2164201885, output_fired_time: 0.0000000000, propagate_forward_time: 12.4078483582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5949277878
validation[          , genome  6982] predictions:    9784/  10000 (97.84%), best:    9811/10000 (98.11%), error:       716.96844, best error:       642.94672 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 177.7836456299s, input_fired_time: 1.8032022715, output_fired_time: 1.7852851152, propagate_forward_time: 66.1912536621, propagate_backward_time: 104.5839233398, weight_update_time: 0.2354328483, other_time: 3.4199829102
epoch time: 13.3461503983s, input_fired_time: 0.2165657729, output_fired_time: 0.0000000000, propagate_forward_time: 12.5352973938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5942869186
validation[          , genome  6982] predictions:    9781/  10000 (97.81%), best:    9811/10000 (98.11%), error:       708.89294, best error:       642.94672 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 178.3674926758s, input_fired_time: 1.8117619753, output_fired_time: 1.7739132643, propagate_forward_time: 66.5818405151, propagate_backward_time: 104.7781829834, weight_update_time: 0.2387138754, other_time: 3.4217910767
epoch time: 14.4203233719s, input_fired_time: 0.2268236876, output_fired_time: 0.0000000000, propagate_forward_time: 13.5824203491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6110792160
validation[          , genome  6982] predictions:    9741/  10000 (97.41%), best:    9811/10000 (98.11%), error:       837.87482, best error:       642.94672 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 177.7902679443s, input_fired_time: 1.8053400517, output_fired_time: 1.7816632986, propagate_forward_time: 65.9027175903, propagate_backward_time: 104.8524322510, weight_update_time: 0.2361127436, other_time: 3.4481124878
epoch time: 14.2303171158s, input_fired_time: 0.2270376831, output_fired_time: 0.0000000000, propagate_forward_time: 13.3987751007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6045045853
validation[          , genome  6982] predictions:    9790/  10000 (97.90%), best:    9811/10000 (98.11%), error:       713.29541, best error:       642.94672 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 179.3031158447s, input_fired_time: 1.8225730658, output_fired_time: 1.7943304777, propagate_forward_time: 66.8277053833, propagate_backward_time: 105.4280929565, weight_update_time: 0.2374139577, other_time: 3.4304199219
epoch time: 14.0613021851s, input_fired_time: 0.2276343107, output_fired_time: 0.0000000000, propagate_forward_time: 13.2239856720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6096820831
validation[          , genome  6982] predictions:    9771/  10000 (97.71%), best:    9811/10000 (98.11%), error:       716.24011, best error:       642.94672 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 178.2401428223s, input_fired_time: 1.8073014021, output_fired_time: 1.7820991278, propagate_forward_time: 66.3578643799, propagate_backward_time: 104.8712692261, weight_update_time: 0.2386804521, other_time: 3.4216079712
epoch time: 14.1002168655s, input_fired_time: 0.2246391177, output_fired_time: 0.0000000000, propagate_forward_time: 13.2743434906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6012344360
validation[          , genome  6982] predictions:    9804/  10000 (98.04%), best:    9811/10000 (98.11%), error:       698.13702, best error:       642.94672 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 180.3000488281s, input_fired_time: 1.8235921860, output_fired_time: 1.7909071445, propagate_forward_time: 67.3383331299, propagate_backward_time: 105.8934020996, weight_update_time: 0.2392849177, other_time: 3.4538116455
epoch time: 13.8899993896s, input_fired_time: 0.2233841866, output_fired_time: 0.0000000000, propagate_forward_time: 13.0563783646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6102371216
validation[          , genome  6982] predictions:    9776/  10000 (97.76%), best:    9811/10000 (98.11%), error:       742.34344, best error:       642.94672 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 179.3602905273s, input_fired_time: 1.8199477196, output_fired_time: 1.7902053595, propagate_forward_time: 66.7316589355, propagate_backward_time: 105.5852737427, weight_update_time: 0.2384837121, other_time: 3.4332046509
epoch time: 14.1659832001s, input_fired_time: 0.2284819484, output_fired_time: 0.0000000000, propagate_forward_time: 13.3233489990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6141519547
validation[          , genome  6982] predictions:    9791/  10000 (97.91%), best:    9811/10000 (98.11%), error:       693.50543, best error:       642.94672 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 178.5958099365s, input_fired_time: 1.8010288477, output_fired_time: 1.7775564194, propagate_forward_time: 66.4154739380, propagate_backward_time: 105.1586151123, weight_update_time: 0.2382325828, other_time: 3.4431381226
epoch time: 14.1737499237s, input_fired_time: 0.2304705381, output_fired_time: 0.0000000000, propagate_forward_time: 13.3248806000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6183986664
validation[          , genome  6982] predictions:    9758/  10000 (97.58%), best:    9811/10000 (98.11%), error:       779.22369, best error:       642.94672 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 176.0341949463s, input_fired_time: 1.8060032129, output_fired_time: 1.7584731579, propagate_forward_time: 65.5039749146, propagate_backward_time: 103.5565414429, weight_update_time: 0.2314413637, other_time: 3.4092102051
epoch time: 13.8384132385s, input_fired_time: 0.2256434709, output_fired_time: 0.0000000000, propagate_forward_time: 12.9977521896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6150178909
validation[          , genome  6982] predictions:    9799/  10000 (97.99%), best:    9811/10000 (98.11%), error:       660.92340, best error:       642.94672 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 178.2056884766s, input_fired_time: 1.8161923885, output_fired_time: 1.7866053581, propagate_forward_time: 66.4999542236, propagate_backward_time: 104.6662521362, weight_update_time: 0.2355629504, other_time: 3.4366836548
epoch time: 14.1301851273s, input_fired_time: 0.2269861847, output_fired_time: 0.0000000000, propagate_forward_time: 13.3064737320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5967254639
validation[          , genome  6982] predictions:    9715/  10000 (97.15%), best:    9811/10000 (98.11%), error:       845.22723, best error:       642.94672 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 177.9836578369s, input_fired_time: 1.8141770363, output_fired_time: 1.7875516415, propagate_forward_time: 66.1305160522, propagate_backward_time: 104.8220138550, weight_update_time: 0.2375160754, other_time: 3.4293975830
epoch time: 14.3655252457s, input_fired_time: 0.2292080224, output_fired_time: 0.0000000000, propagate_forward_time: 13.5320100784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6043071747
validation[          , genome  6982] predictions:    9782/  10000 (97.82%), best:    9811/10000 (98.11%), error:       684.29431, best error:       642.94672 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 178.1458435059s, input_fired_time: 1.8119481802, output_fired_time: 1.7760552168, propagate_forward_time: 66.2601547241, propagate_backward_time: 104.8884887695, weight_update_time: 0.2352632433, other_time: 3.4091873169
epoch time: 14.1077365875s, input_fired_time: 0.2279819548, output_fired_time: 0.0000000000, propagate_forward_time: 13.2774791718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6022758484
validation[          , genome  6982] predictions:    9764/  10000 (97.64%), best:    9811/10000 (98.11%), error:       741.19055, best error:       642.94672 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 178.8271942139s, input_fired_time: 1.8222577572, output_fired_time: 1.7834429741, propagate_forward_time: 66.7021789551, propagate_backward_time: 105.0965576172, weight_update_time: 0.2400341928, other_time: 3.4227600098
epoch time: 14.3135681152s, input_fired_time: 0.2283804268, output_fired_time: 0.0000000000, propagate_forward_time: 13.4756507874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6095371246
validation[          , genome  6982] predictions:    9773/  10000 (97.73%), best:    9811/10000 (98.11%), error:       719.62451, best error:       642.94672 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 178.4304504395s, input_fired_time: 1.8040246964, output_fired_time: 1.7855881453, propagate_forward_time: 66.3168106079, propagate_backward_time: 105.1066665649, weight_update_time: 0.2370583117, other_time: 3.4173583984
epoch time: 14.0563783646s, input_fired_time: 0.2287085503, output_fired_time: 0.0000000000, propagate_forward_time: 13.2199325562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6077375412
validation[          , genome  6982] predictions:    9758/  10000 (97.58%), best:    9811/10000 (98.11%), error:       758.05975, best error:       642.94672 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 178.4474792480s, input_fired_time: 1.8210719824, output_fired_time: 1.7947391272, propagate_forward_time: 66.5044326782, propagate_backward_time: 104.9020309448, weight_update_time: 0.2374558151, other_time: 3.4252014160
epoch time: 14.3862495422s, input_fired_time: 0.2289899141, output_fired_time: 0.0000000000, propagate_forward_time: 13.5499448776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6073150635
validation[          , genome  6982] predictions:    9803/  10000 (98.03%), best:    9811/10000 (98.11%), error:       690.99957, best error:       642.94672 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 178.7560119629s, input_fired_time: 1.8159292936, output_fired_time: 1.7715100050, propagate_forward_time: 66.7133483887, propagate_backward_time: 105.0485687256, weight_update_time: 0.2347170562, other_time: 3.4066467285
epoch time: 13.7620058060s, input_fired_time: 0.2240336984, output_fired_time: 0.0000000000, propagate_forward_time: 12.9409494400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5970230103
validation[          , genome  6982] predictions:    9784/  10000 (97.84%), best:    9811/10000 (98.11%), error:       721.65643, best error:       642.94672 on epoch:    39, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 179.3700866699s, input_fired_time: 1.8283790350, output_fired_time: 1.7913305759, propagate_forward_time: 66.9757461548, propagate_backward_time: 105.3347930908, weight_update_time: 0.2404359132, other_time: 3.4398269653
epoch time: 14.3939561844s, input_fired_time: 0.2293598354, output_fired_time: 0.0000000000, propagate_forward_time: 13.5546455383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6099510193
validation[          , genome  6982] predictions:    9809/  10000 (98.09%), best:    9811/10000 (98.11%), error:       657.66925, best error:       642.94672 on epoch:    39, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 177.5999755859s, input_fired_time: 1.8099888563, output_fired_time: 1.7738889456, propagate_forward_time: 66.5181503296, propagate_backward_time: 104.0933990479, weight_update_time: 0.2346748263, other_time: 3.4045486450
epoch time: 14.4133396149s, input_fired_time: 0.2290829420, output_fired_time: 0.0000000000, propagate_forward_time: 13.5756158829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6086406708
validation[          , genome  6982] predictions:    9773/  10000 (97.73%), best:    9811/10000 (98.11%), error:       728.04071, best error:       642.94672 on epoch:    39, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 178.8882446289s, input_fired_time: 1.8217116594, output_fired_time: 1.7821606398, propagate_forward_time: 66.9215393066, propagate_backward_time: 104.9301071167, weight_update_time: 0.2414566129, other_time: 3.4327163696
epoch time: 14.2144737244s, input_fired_time: 0.2265903652, output_fired_time: 0.0000000000, propagate_forward_time: 13.3804674149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6074161530
validation[          , genome  6982] predictions:    9795/  10000 (97.95%), best:    9811/10000 (98.11%), error:       673.02551, best error:       642.94672 on epoch:    39, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 179.0883178711s, input_fired_time: 1.8198932409, output_fired_time: 1.7817111015, propagate_forward_time: 66.7769699097, propagate_backward_time: 105.2934341431, weight_update_time: 0.2344517559, other_time: 3.4163055420
epoch time: 14.3597431183s, input_fired_time: 0.2324026674, output_fired_time: 0.0000000000, propagate_forward_time: 13.5187997818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6085405350
validation[          , genome  6982] predictions:    9787/  10000 (97.87%), best:    9811/10000 (98.11%), error:       699.01007, best error:       642.94672 on epoch:    39, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 178.8894958496s, input_fired_time: 1.8295493126, output_fired_time: 1.7785373926, propagate_forward_time: 66.8025741577, propagate_backward_time: 105.0698928833, weight_update_time: 0.2348171175, other_time: 3.4089508057
epoch time: 14.1163463593s, input_fired_time: 0.2288843840, output_fired_time: 0.0000000000, propagate_forward_time: 13.2853937149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6020679474
validation[          , genome  6982] predictions:    9794/  10000 (97.94%), best:    9811/10000 (98.11%), error:       680.23926, best error:       642.94672 on epoch:    39, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 179.5196838379s, input_fired_time: 1.8279504776, output_fired_time: 1.7920818329, propagate_forward_time: 67.0961990356, propagate_backward_time: 105.3789749146, weight_update_time: 0.2370818555, other_time: 3.4244689941
epoch time: 13.8609161377s, input_fired_time: 0.2291924655, output_fired_time: 0.0000000000, propagate_forward_time: 13.0234441757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6082792282
validation[          , genome  6982] predictions:    9785/  10000 (97.85%), best:    9811/10000 (98.11%), error:       752.81830, best error:       642.94672 on epoch:    39, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 178.7138977051s, input_fired_time: 1.8206442595, output_fired_time: 1.7928596735, propagate_forward_time: 66.7551879883, propagate_backward_time: 104.9270629883, weight_update_time: 0.2370663434, other_time: 3.4181365967
epoch time: 14.4023656845s, input_fired_time: 0.2308614105, output_fired_time: 0.0000000000, propagate_forward_time: 13.5707263947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6007776260
validation[          , genome  6982] predictions:    9786/  10000 (97.86%), best:    9811/10000 (98.11%), error:       712.21985, best error:       642.94672 on epoch:    39, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 176.8169250488s, input_fired_time: 1.8110009432, output_fired_time: 1.7652531862, propagate_forward_time: 66.0296859741, propagate_backward_time: 103.8172302246, weight_update_time: 0.2335787416, other_time: 3.3937454224
epoch time: 13.7314863205s, input_fired_time: 0.2214693725, output_fired_time: 0.0000000000, propagate_forward_time: 12.9159145355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5941028595
validation[          , genome  6982] predictions:    9809/  10000 (98.09%), best:    9811/10000 (98.11%), error:       657.49780, best error:       642.94672 on epoch:    39, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 176.8522033691s, input_fired_time: 1.8085728884, output_fired_time: 1.7633230686, propagate_forward_time: 65.8730239868, propagate_backward_time: 104.0132598877, weight_update_time: 0.2343132049, other_time: 3.3940200806
epoch time: 14.0022230148s, input_fired_time: 0.2295824289, output_fired_time: 0.0000000000, propagate_forward_time: 13.1608619690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6117782593
validation[          , genome  6982] predictions:    9772/  10000 (97.72%), best:    9811/10000 (98.11%), error:       739.29962, best error:       642.94672 on epoch:    39, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 178.9872894287s, input_fired_time: 1.8228931427, output_fired_time: 1.7828034163, propagate_forward_time: 66.9843368530, propagate_backward_time: 105.0036087036, weight_update_time: 0.2381742746, other_time: 3.3936462402
epoch time: 13.8271522522s, input_fired_time: 0.2279966772, output_fired_time: 0.0000000000, propagate_forward_time: 12.9938488007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6053066254
validation[          , genome  6982] predictions:    9773/  10000 (97.73%), best:    9811/10000 (98.11%), error:       703.18250, best error:       642.94672 on epoch:    39, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 178.4347229004s, input_fired_time: 1.8181883097, output_fired_time: 1.7905563116, propagate_forward_time: 66.5409011841, propagate_backward_time: 104.8686599731, weight_update_time: 0.2384329140, other_time: 3.4164123535
epoch time: 14.1087074280s, input_fired_time: 0.2283247560, output_fired_time: 0.0000000000, propagate_forward_time: 13.2794981003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6008844376
validation[          , genome  6982] predictions:    9798/  10000 (97.98%), best:    9811/10000 (98.11%), error:       668.41791, best error:       642.94672 on epoch:    39, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 179.2795562744s, input_fired_time: 1.8325401545, output_fired_time: 1.7795161009, propagate_forward_time: 66.8944473267, propagate_backward_time: 105.3365783691, weight_update_time: 0.2397236526, other_time: 3.4364852905
epoch time: 13.8798875809s, input_fired_time: 0.2290001512, output_fired_time: 0.0000000000, propagate_forward_time: 13.0456142426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6052732468
validation[          , genome  6982] predictions:    9774/  10000 (97.74%), best:    9811/10000 (98.11%), error:       764.10907, best error:       642.94672 on epoch:    39, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 179.6796264648s, input_fired_time: 1.8229596615, output_fired_time: 1.8076653481, propagate_forward_time: 67.0425567627, propagate_backward_time: 105.5677642822, weight_update_time: 0.2376324534, other_time: 3.4386901855
epoch time: 14.2150392532s, input_fired_time: 0.2325677276, output_fired_time: 0.0000000000, propagate_forward_time: 13.3674421310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6150293350
validation[          , genome  6982] predictions:    9793/  10000 (97.93%), best:    9811/10000 (98.11%), error:       689.90216, best error:       642.94672 on epoch:    39, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 179.1925354004s, input_fired_time: 1.8320136070, output_fired_time: 1.7942233086, propagate_forward_time: 66.7629241943, propagate_backward_time: 105.3982849121, weight_update_time: 0.2375355214, other_time: 3.4050903320
epoch time: 14.1492147446s, input_fired_time: 0.2327609807, output_fired_time: 0.0000000000, propagate_forward_time: 13.3075790405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6088743210
validation[          , genome  6982] predictions:    9765/  10000 (97.65%), best:    9811/10000 (98.11%), error:       758.02386, best error:       642.94672 on epoch:    39, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 179.0141906738s, input_fired_time: 1.8295961618, output_fired_time: 1.7792294025, propagate_forward_time: 66.9387054443, propagate_backward_time: 105.0582427979, weight_update_time: 0.2347775549, other_time: 3.4084167480
epoch time: 14.1375198364s, input_fired_time: 0.2288706154, output_fired_time: 0.0000000000, propagate_forward_time: 13.3077726364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6008768082
validation[          , genome  6982] predictions:    9804/  10000 (98.04%), best:    9811/10000 (98.11%), error:       677.00836, best error:       642.94672 on epoch:    39, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 178.2988433838s, input_fired_time: 1.8286010027, output_fired_time: 1.7806763649, propagate_forward_time: 66.6581573486, propagate_backward_time: 104.6195144653, weight_update_time: 0.2356002331, other_time: 3.4119033813
epoch time: 13.6917629242s, input_fired_time: 0.2246903479, output_fired_time: 0.0000000000, propagate_forward_time: 12.8765764236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5904960632
validation[          , genome  6982] predictions:    9787/  10000 (97.87%), best:    9811/10000 (98.11%), error:       699.98578, best error:       642.94672 on epoch:    39, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 178.4179229736s, input_fired_time: 1.8213288784, output_fired_time: 1.7889467478, propagate_forward_time: 66.6146850586, propagate_backward_time: 104.7859649658, weight_update_time: 0.2359164506, other_time: 3.4069976807
epoch time: 14.2876682281s, input_fired_time: 0.2316502482, output_fired_time: 0.0000000000, propagate_forward_time: 13.4484186172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6075992584
validation[          , genome  6982] predictions:    9793/  10000 (97.93%), best:    9811/10000 (98.11%), error:       683.55255, best error:       642.94672 on epoch:    39, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 179.0545043945s, input_fired_time: 1.8371104002, output_fired_time: 1.7913533449, propagate_forward_time: 66.8512191772, propagate_backward_time: 105.1427917480, weight_update_time: 0.2394699007, other_time: 3.4320297241
epoch time: 14.2743158340s, input_fired_time: 0.2321440279, output_fired_time: 0.0000000000, propagate_forward_time: 13.4315023422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6106691360
validation[          , genome  6982] predictions:    9777/  10000 (97.77%), best:    9811/10000 (98.11%), error:       694.74426, best error:       642.94672 on epoch:    39, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 179.1047058105s, input_fired_time: 1.8346557617, output_fired_time: 1.7937308550, propagate_forward_time: 66.6025772095, propagate_backward_time: 105.4549789429, weight_update_time: 0.2381604612, other_time: 3.4187622070
epoch time: 14.4734869003s, input_fired_time: 0.2350033969, output_fired_time: 0.0000000000, propagate_forward_time: 13.6310615540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6074218750
validation[          , genome  6982] predictions:    9798/  10000 (97.98%), best:    9811/10000 (98.11%), error:       655.03394, best error:       642.94672 on epoch:    39, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 179.1419982910s, input_fired_time: 1.8351020813, output_fired_time: 1.8000853062, propagate_forward_time: 66.7524566650, propagate_backward_time: 105.3316116333, weight_update_time: 0.2378049046, other_time: 3.4227523804
epoch time: 14.1843986511s, input_fired_time: 0.2323247492, output_fired_time: 0.0000000000, propagate_forward_time: 13.3420038223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6100702286
validation[          , genome  6982] predictions:    9790/  10000 (97.90%), best:    9811/10000 (98.11%), error:       678.12714, best error:       642.94672 on epoch:    39, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 178.6630096436s, input_fired_time: 1.8277121782, output_fired_time: 1.7862145901, propagate_forward_time: 66.6037673950, propagate_backward_time: 105.0184097290, weight_update_time: 0.2354191840, other_time: 3.4269104004
epoch time: 14.2493038177s, input_fired_time: 0.2310876399, output_fired_time: 0.0000000000, propagate_forward_time: 13.4108943939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6073217392
validation[          , genome  6982] predictions:    9781/  10000 (97.81%), best:    9811/10000 (98.11%), error:       747.98706, best error:       642.94672 on epoch:    39, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 179.2753448486s, input_fired_time: 1.8266441822, output_fired_time: 1.7916784286, propagate_forward_time: 66.9284591675, propagate_backward_time: 105.3124923706, weight_update_time: 0.2368409783, other_time: 3.4160766602
epoch time: 14.3185663223s, input_fired_time: 0.2302564383, output_fired_time: 0.0000000000, propagate_forward_time: 13.4812822342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6070280075
validation[          , genome  6982] predictions:    9760/  10000 (97.60%), best:    9811/10000 (98.11%), error:       754.52869, best error:       642.94672 on epoch:    39, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 179.4043884277s, input_fired_time: 1.8286364079, output_fired_time: 1.7831200361, propagate_forward_time: 67.1773147583, propagate_backward_time: 105.1967773438, weight_update_time: 0.2361059934, other_time: 3.4185256958
epoch time: 14.2558670044s, input_fired_time: 0.2339434326, output_fired_time: 0.0000000000, propagate_forward_time: 13.4108486176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6110754013
validation[          , genome  6982] predictions:    9804/  10000 (98.04%), best:    9811/10000 (98.11%), error:       669.98010, best error:       642.94672 on epoch:    39, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 177.8648071289s, input_fired_time: 1.8264868259, output_fired_time: 1.7781447172, propagate_forward_time: 66.3495559692, propagate_backward_time: 104.5005416870, weight_update_time: 0.2344983518, other_time: 3.4100799561
epoch time: 13.6390647888s, input_fired_time: 0.2247303575, output_fired_time: 0.0000000000, propagate_forward_time: 12.8179950714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5963392258
validation[          , genome  6982] predictions:    9806/  10000 (98.06%), best:    9811/10000 (98.11%), error:       643.24200, best error:       642.94672 on epoch:    39, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 179.4877929688s, input_fired_time: 1.8360550404, output_fired_time: 1.7822159529, propagate_forward_time: 66.8712539673, propagate_backward_time: 105.5877914429, weight_update_time: 0.2355343848, other_time: 3.4104766846
epoch time: 14.2975072861s, input_fired_time: 0.2295553237, output_fired_time: 0.0000000000, propagate_forward_time: 13.4686651230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5992870331
validation[          , genome  6982] predictions:    9803/  10000 (98.03%), best:    9811/10000 (98.11%), error:       661.53473, best error:       642.94672 on epoch:    39, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 179.5850372314s, input_fired_time: 1.8390523195, output_fired_time: 1.7965700626, propagate_forward_time: 66.9172592163, propagate_backward_time: 105.5965805054, weight_update_time: 0.2358146757, other_time: 3.4355773926
epoch time: 14.5938701630s, input_fired_time: 0.2356382012, output_fired_time: 0.0000000000, propagate_forward_time: 13.7480640411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6101675034
validation[          , genome  6982] predictions:    9769/  10000 (97.69%), best:    9811/10000 (98.11%), error:       721.75458, best error:       642.94672 on epoch:    39, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 180.1816558838s, input_fired_time: 1.8379200697, output_fired_time: 1.7995769978, propagate_forward_time: 67.2953567505, propagate_backward_time: 105.8094482422, weight_update_time: 0.2352721393, other_time: 3.4393539429
epoch time: 14.0437870026s, input_fired_time: 0.2338414639, output_fired_time: 0.0000000000, propagate_forward_time: 13.2047424316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6052026749
validation[          , genome  6982] predictions:    9802/  10000 (98.02%), best:    9811/10000 (98.11%), error:       655.06580, best error:       642.94672 on epoch:    39, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 179.4535980225s, input_fired_time: 1.8436572552, output_fired_time: 1.8074722290, propagate_forward_time: 66.8973236084, propagate_backward_time: 105.4892272949, weight_update_time: 0.2341734767, other_time: 3.4159088135
epoch time: 14.3047018051s, input_fired_time: 0.2331860811, output_fired_time: 0.0000000000, propagate_forward_time: 13.4702558517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6012601852
validation[          , genome  6982] predictions:    9784/  10000 (97.84%), best:    9811/10000 (98.11%), error:       704.00616, best error:       642.94672 on epoch:    39, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 179.3973693848s, input_fired_time: 1.8403469324, output_fired_time: 1.7982009649, propagate_forward_time: 66.9523925781, propagate_backward_time: 105.3944015503, weight_update_time: 0.2338690758, other_time: 3.4120254517
epoch time: 14.0987157822s, input_fired_time: 0.2341682762, output_fired_time: 0.0000000000, propagate_forward_time: 13.2492074966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6153402328
validation[          , genome  6982] predictions:    9775/  10000 (97.75%), best:    9811/10000 (98.11%), error:       759.32959, best error:       642.94672 on epoch:    39, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 179.2280578613s, input_fired_time: 1.8441684246, output_fired_time: 1.7895641327, propagate_forward_time: 66.9739151001, propagate_backward_time: 105.1983718872, weight_update_time: 0.2385584861, other_time: 3.4220428467
epoch time: 14.5565595627s, input_fired_time: 0.2353199720, output_fired_time: 0.0000000000, propagate_forward_time: 13.7105817795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6106576920
validation[          , genome  6982] predictions:    9806/  10000 (98.06%), best:    9811/10000 (98.11%), error:       647.83020, best error:       642.94672 on epoch:    39, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 178.7738037109s, input_fired_time: 1.8386826515, output_fired_time: 1.7838681936, propagate_forward_time: 66.6680908203, propagate_backward_time: 105.0511245728, weight_update_time: 0.2333191186, other_time: 3.4320297241
epoch time: 13.9740648270s, input_fired_time: 0.2321916223, output_fired_time: 0.0000000000, propagate_forward_time: 13.1379528046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6039199829
validation[          , genome  6982] predictions:    9745/  10000 (97.45%), best:    9811/10000 (98.11%), error:       797.83954, best error:       642.94672 on epoch:    39, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 178.1566009521s, input_fired_time: 1.8224179745, output_fired_time: 1.7769439220, propagate_forward_time: 66.4826126099, propagate_backward_time: 104.6554641724, weight_update_time: 0.2375800014, other_time: 3.4191589355
epoch time: 14.4288511276s, input_fired_time: 0.2327650040, output_fired_time: 0.0000000000, propagate_forward_time: 13.5792083740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6168775558
validation[          , genome  6982] predictions:    9780/  10000 (97.80%), best:    9811/10000 (98.11%), error:       749.11694, best error:       642.94672 on epoch:    39, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 178.2581787109s, input_fired_time: 1.8368109465, output_fired_time: 1.7770216465, propagate_forward_time: 66.4602127075, propagate_backward_time: 104.7806930542, weight_update_time: 0.2364314198, other_time: 3.4034423828
epoch time: 14.3015880585s, input_fired_time: 0.2328944802, output_fired_time: 0.0000000000, propagate_forward_time: 13.4635210037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6051721573
validation[          , genome  6982] predictions:    9789/  10000 (97.89%), best:    9811/10000 (98.11%), error:       688.23541, best error:       642.94672 on epoch:    39, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 179.4743041992s, input_fired_time: 1.8416275978, output_fired_time: 1.7943805456, propagate_forward_time: 67.0483551025, propagate_backward_time: 105.3794708252, weight_update_time: 0.2391176969, other_time: 3.4104614258
epoch time: 14.2053356171s, input_fired_time: 0.2307839394, output_fired_time: 0.0000000000, propagate_forward_time: 13.3629207611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6116313934
validation[          , genome  6982] predictions:    9803/  10000 (98.03%), best:    9811/10000 (98.11%), error:       677.80353, best error:       642.94672 on epoch:    39, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 178.2865905762s, input_fired_time: 1.8310914040, output_fired_time: 1.7698651552, propagate_forward_time: 66.6381378174, propagate_backward_time: 104.6530227661, weight_update_time: 0.2355348617, other_time: 3.3944778442
epoch time: 13.9845647812s, input_fired_time: 0.2307318449, output_fired_time: 0.0000000000, propagate_forward_time: 13.1558609009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5979719162
validation[          , genome  6982] predictions:    9744/  10000 (97.44%), best:    9811/10000 (98.11%), error:       789.76385, best error:       642.94672 on epoch:    39, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 179.5649108887s, input_fired_time: 1.8413636684, output_fired_time: 1.7920742035, propagate_forward_time: 67.1316528320, propagate_backward_time: 105.3782501221, weight_update_time: 0.2362356037, other_time: 3.4215698242
epoch time: 14.2500219345s, input_fired_time: 0.2343316674, output_fired_time: 0.0000000000, propagate_forward_time: 13.4038190842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6118707657
validation[          , genome  6982] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       640.88947, best error:       640.88947 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 179.2129211426s, input_fired_time: 1.8374727964, output_fired_time: 1.7925089598, propagate_forward_time: 66.8628616333, propagate_backward_time: 105.3199844360, weight_update_time: 0.2350798994, other_time: 3.4000854492
epoch time: 14.3529329300s, input_fired_time: 0.2343890816, output_fired_time: 0.0000000000, propagate_forward_time: 13.5184869766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6000566483
validation[          , genome  6982] predictions:    9793/  10000 (97.93%), best:    9806/10000 (98.06%), error:       686.53412, best error:       640.88947 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 179.5857086182s, input_fired_time: 1.8407516479, output_fired_time: 1.7798908949, propagate_forward_time: 66.9056320190, propagate_backward_time: 105.6272201538, weight_update_time: 0.2379761636, other_time: 3.4322204590
epoch time: 13.9887428284s, input_fired_time: 0.2335976064, output_fired_time: 0.0000000000, propagate_forward_time: 13.1520366669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6031084061
validation[          , genome  6982] predictions:    9800/  10000 (98.00%), best:    9806/10000 (98.06%), error:       691.19312, best error:       640.88947 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 178.5642089844s, input_fired_time: 1.8512310982, output_fired_time: 1.7872260809, propagate_forward_time: 66.7208175659, propagate_backward_time: 104.7940826416, weight_update_time: 0.2347409576, other_time: 3.4108505249
epoch time: 13.9462528229s, input_fired_time: 0.2322989106, output_fired_time: 0.0000000000, propagate_forward_time: 13.1107234955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6032304764
validation[          , genome  6982] predictions:    9765/  10000 (97.65%), best:    9806/10000 (98.06%), error:       806.45050, best error:       640.88947 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 178.2482604980s, input_fired_time: 1.8416293859, output_fired_time: 1.7796019316, propagate_forward_time: 66.5149841309, propagate_backward_time: 104.6934585571, weight_update_time: 0.2370595485, other_time: 3.4185867310
epoch time: 14.0986843109s, input_fired_time: 0.2352193594, output_fired_time: 0.0000000000, propagate_forward_time: 13.2545843124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6088809967
validation[          , genome  6982] predictions:    9783/  10000 (97.83%), best:    9806/10000 (98.06%), error:       689.81805, best error:       640.88947 on epoch:    96, 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: 71.4135131836s, input_fired_time: 1.1725703478, output_fired_time: 0.0000000000, propagate_forward_time: 67.1417160034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0992279053
best training[          , genome  6982] predictions:   49766/  50000 (99.53%), best:    9806/10000 (98.06%), error:      1092.43469, best error:       640.88947 on epoch:    96, 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: 14.2081298828s, input_fired_time: 0.2306482494, output_fired_time: 0.0000000000, propagate_forward_time: 13.3647174835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6127643585
   testing[          , genome  6982] predictions:    9793/  10000 (97.93%), best:    9806/10000 (98.06%), error:       622.15881, best error:       640.88947 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:06:12 (5684): called boinc_finish(0)

</stderr_txt>
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