Nameexact_genome_1512568488_41_7103_1
Workunit2606815
Created7 Dec 2017, 23:55:19 UTC
Sent8 Dec 2017, 0:00:27 UTC
Report deadline15 Dec 2017, 22:40:39 UTC
Received8 Dec 2017, 6:55:56 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66845
Run time3 hours 55 min 14 sec
CPU time3 hours 49 min 37 sec
Validate stateValid
Credit1,986.15
Device peak FLOPS2.71 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.55 MB
Peak swap size152.29 MB
Peak disk usage1.13 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
ckward_time: 71.6514053345, weight_update_time: 0.1724949926, other_time: 3.0266494751
epoch time: 10.6569528580s, input_fired_time: 0.1261802167, output_fired_time: 0.0000000000, propagate_forward_time: 9.9958105087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349617004
validation[          , genome  7103] predictions:    9591/  10000 (95.91%), best:    9686/10000 (96.86%), error:      1380.79541, best error:      1084.59912 on epoch:     5, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 127.5984268188s, input_fired_time: 1.2392657995, output_fired_time: 1.0204215050, propagate_forward_time: 50.7588081360, propagate_backward_time: 71.5950851440, weight_update_time: 0.1733933091, other_time: 2.9848403931
epoch time: 10.6318254471s, input_fired_time: 0.1274847090, output_fired_time: 0.0000000000, propagate_forward_time: 9.9745607376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5297803879
validation[          , genome  7103] predictions:    9617/  10000 (96.17%), best:    9686/10000 (96.86%), error:      1212.49194, best error:      1084.59912 on epoch:     5, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 128.1558227539s, input_fired_time: 1.2144769430, output_fired_time: 1.0447181463, propagate_forward_time: 51.0802574158, propagate_backward_time: 71.8194274902, weight_update_time: 0.1719607115, other_time: 2.9969482422
epoch time: 11.4701871872s, input_fired_time: 0.1265493929, output_fired_time: 0.0000000000, propagate_forward_time: 10.7352533340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6083841324
validation[          , genome  7103] predictions:    9673/  10000 (96.73%), best:    9673/10000 (96.73%), error:      1073.52246, best error:      1073.52246 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 127.4312057495s, input_fired_time: 1.2172971964, output_fired_time: 1.0608352423, propagate_forward_time: 50.7434234619, propagate_backward_time: 71.4174118042, weight_update_time: 0.1885852814, other_time: 2.9922332764
epoch time: 10.9218425751s, input_fired_time: 0.1285503805, output_fired_time: 0.0000000000, propagate_forward_time: 10.2442741394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5490179062
validation[          , genome  7103] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       971.65063, best error:       971.65063 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 128.4779205322s, input_fired_time: 1.2098718882, output_fired_time: 1.0259077549, propagate_forward_time: 51.2507438660, propagate_backward_time: 71.9905014038, weight_update_time: 0.1772150397, other_time: 3.0008926392
epoch time: 10.7923593521s, input_fired_time: 0.1553745568, output_fired_time: 0.0000000000, propagate_forward_time: 10.1033601761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336246490
validation[          , genome  7103] predictions:    9650/  10000 (96.50%), best:    9724/10000 (97.24%), error:      1182.71436, best error:       971.65063 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 125.8237075806s, input_fired_time: 1.2143647671, output_fired_time: 1.0103219748, propagate_forward_time: 50.1033515930, propagate_backward_time: 70.5631408691, weight_update_time: 0.1719876379, other_time: 2.9325256348
epoch time: 10.6559791565s, input_fired_time: 0.1280820370, output_fired_time: 0.0000000000, propagate_forward_time: 10.0009927750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5269041061
validation[          , genome  7103] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       917.43311, best error:       917.43311 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 128.7487030029s, input_fired_time: 1.2231805325, output_fired_time: 1.0395507812, propagate_forward_time: 51.2178306580, propagate_backward_time: 72.2547912598, weight_update_time: 0.1723055243, other_time: 3.0133514404
epoch time: 11.6486902237s, input_fired_time: 0.1318260580, output_fired_time: 0.0000000000, propagate_forward_time: 10.9170980453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5997657776
validation[          , genome  7103] predictions:    9681/  10000 (96.81%), best:    9741/10000 (97.41%), error:      1048.66382, best error:       917.43311 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 126.4835815430s, input_fired_time: 1.2179223299, output_fired_time: 1.0019618273, propagate_forward_time: 50.4483146667, propagate_backward_time: 70.8295669556, weight_update_time: 0.1801193655, other_time: 2.9858169556
epoch time: 10.7688617706s, input_fired_time: 0.1283197105, output_fired_time: 0.0000000000, propagate_forward_time: 10.0951337814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454082489
validation[          , genome  7103] predictions:    9672/  10000 (96.72%), best:    9741/10000 (97.41%), error:      1109.60144, best error:       917.43311 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 128.3764495850s, input_fired_time: 1.2487099171, output_fired_time: 1.0121535063, propagate_forward_time: 51.2369461060, propagate_backward_time: 71.8869018555, weight_update_time: 0.1719687283, other_time: 2.9917373657
epoch time: 10.6845617294s, input_fired_time: 0.1297420263, output_fired_time: 0.0000000000, propagate_forward_time: 10.0211954117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336246490
validation[          , genome  7103] predictions:    9650/  10000 (96.50%), best:    9741/10000 (97.41%), error:      1172.95056, best error:       917.43311 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 128.2866668701s, input_fired_time: 1.2244873047, output_fired_time: 1.0026363134, propagate_forward_time: 51.1746215820, propagate_backward_time: 71.8904571533, weight_update_time: 0.1740959734, other_time: 2.9944610596
epoch time: 10.8638162613s, input_fired_time: 0.1290681660, output_fired_time: 0.0000000000, propagate_forward_time: 10.2029275894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318202972
validation[          , genome  7103] predictions:    9699/  10000 (96.99%), best:    9741/10000 (97.41%), error:      1014.43604, best error:       917.43311 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 128.5634613037s, input_fired_time: 1.2460625172, output_fired_time: 1.0135704279, propagate_forward_time: 51.0712966919, propagate_backward_time: 72.2122573853, weight_update_time: 0.1852746159, other_time: 3.0202713013
epoch time: 10.6220016479s, input_fired_time: 0.1270996034, output_fired_time: 0.0000000000, propagate_forward_time: 9.9628648758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5320367813
validation[          , genome  7103] predictions:    9703/  10000 (97.03%), best:    9741/10000 (97.41%), error:      1009.53638, best error:       917.43311 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 126.6219558716s, input_fired_time: 1.2450053692, output_fired_time: 1.0172772408, propagate_forward_time: 50.4184036255, propagate_backward_time: 70.9872817993, weight_update_time: 0.1759315133, other_time: 2.9539871216
epoch time: 10.7848196030s, input_fired_time: 0.1278479993, output_fired_time: 0.0000000000, propagate_forward_time: 10.1199169159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370550156
validation[          , genome  7103] predictions:    9673/  10000 (96.73%), best:    9741/10000 (97.41%), error:      1082.98572, best error:       917.43311 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 127.9019241333s, input_fired_time: 1.2233316898, output_fired_time: 1.0111238956, propagate_forward_time: 51.0069541931, propagate_backward_time: 71.6494064331, weight_update_time: 0.1818087697, other_time: 3.0111007690
epoch time: 11.8360338211s, input_fired_time: 0.1428928524, output_fired_time: 0.0000000000, propagate_forward_time: 11.0839662552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6091747284
validation[          , genome  7103] predictions:    9706/  10000 (97.06%), best:    9741/10000 (97.41%), error:       953.20465, best error:       917.43311 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 127.2089080811s, input_fired_time: 1.2105386257, output_fired_time: 1.0149776936, propagate_forward_time: 50.6522140503, propagate_backward_time: 71.3472747803, weight_update_time: 0.1819349229, other_time: 2.9839019775
epoch time: 10.7974100113s, input_fired_time: 0.1282371432, output_fired_time: 0.0000000000, propagate_forward_time: 10.1361837387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329895020
validation[          , genome  7103] predictions:    9683/  10000 (96.83%), best:    9741/10000 (97.41%), error:      1061.75891, best error:       917.43311 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 127.8516464233s, input_fired_time: 1.2373410463, output_fired_time: 1.0135730505, propagate_forward_time: 50.8110961914, propagate_backward_time: 71.7606353760, weight_update_time: 0.1765361577, other_time: 3.0289993286
epoch time: 10.9421386719s, input_fired_time: 0.1411529928, output_fired_time: 0.0000000000, propagate_forward_time: 10.2018260956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5991592407
validation[          , genome  7103] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       844.09229, best error:       844.09229 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 128.6651458740s, input_fired_time: 1.2544909716, output_fired_time: 1.0134648085, propagate_forward_time: 51.1436538696, propagate_backward_time: 72.2688446045, weight_update_time: 0.1797936410, other_time: 2.9846878052
epoch time: 11.2036590576s, input_fired_time: 0.1480607688, output_fired_time: 0.0000000000, propagate_forward_time: 10.5016212463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5539770126
validation[          , genome  7103] predictions:    9720/  10000 (97.20%), best:    9762/10000 (97.62%), error:       929.21759, best error:       844.09229 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 129.2359466553s, input_fired_time: 1.2400791645, output_fired_time: 1.0444071293, propagate_forward_time: 51.4906272888, propagate_backward_time: 72.4851684570, weight_update_time: 0.1734024435, other_time: 2.9756622314
epoch time: 10.8542957306s, input_fired_time: 0.1284977198, output_fired_time: 0.0000000000, propagate_forward_time: 10.1958179474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5299797058
validation[          , genome  7103] predictions:    9707/  10000 (97.07%), best:    9762/10000 (97.62%), error:       971.41156, best error:       844.09229 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 128.1657562256s, input_fired_time: 1.2193293571, output_fired_time: 1.0360782146, propagate_forward_time: 51.1858367920, propagate_backward_time: 71.7184982300, weight_update_time: 0.1761867255, other_time: 3.0060119629
epoch time: 10.6693258286s, input_fired_time: 0.1284935623, output_fired_time: 0.0000000000, propagate_forward_time: 10.0147600174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5260725021
validation[          , genome  7103] predictions:    9722/  10000 (97.22%), best:    9762/10000 (97.62%), error:       950.37360, best error:       844.09229 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 127.8729476929s, input_fired_time: 1.2219301462, output_fired_time: 1.0124113560, propagate_forward_time: 50.8114242554, propagate_backward_time: 71.8463058472, weight_update_time: 0.1732786149, other_time: 2.9808731079
epoch time: 11.1295242310s, input_fired_time: 0.1362315863, output_fired_time: 0.0000000000, propagate_forward_time: 10.4366121292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5566806793
validation[          , genome  7103] predictions:    9646/  10000 (96.46%), best:    9762/10000 (97.62%), error:      1122.49792, best error:       844.09229 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 127.1838455200s, input_fired_time: 1.2212105989, output_fired_time: 1.0035853386, propagate_forward_time: 50.7311363220, propagate_backward_time: 71.2962265015, weight_update_time: 0.1763790250, other_time: 2.9316787720
epoch time: 10.9112472534s, input_fired_time: 0.1291865855, output_fired_time: 0.0000000000, propagate_forward_time: 10.2538452148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5282154083
validation[          , genome  7103] predictions:    9720/  10000 (97.20%), best:    9762/10000 (97.62%), error:      1000.02069, best error:       844.09229 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 127.3557891846s, input_fired_time: 1.2495584488, output_fired_time: 1.0171231031, propagate_forward_time: 50.7117462158, propagate_backward_time: 71.4077529907, weight_update_time: 0.1799066663, other_time: 2.9696121216
epoch time: 10.7715244293s, input_fired_time: 0.1291660219, output_fired_time: 0.0000000000, propagate_forward_time: 10.1126804352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296783447
validation[          , genome  7103] predictions:    9729/  10000 (97.29%), best:    9762/10000 (97.62%), error:       933.13000, best error:       844.09229 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 126.5479888916s, input_fired_time: 1.2588704824, output_fired_time: 1.0147464275, propagate_forward_time: 50.3528823853, propagate_backward_time: 70.9811706543, weight_update_time: 0.1712807119, other_time: 2.9403152466
epoch time: 10.7716722488s, input_fired_time: 0.1547764689, output_fired_time: 0.0000000000, propagate_forward_time: 10.0872898102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296058655
validation[          , genome  7103] predictions:    9695/  10000 (96.95%), best:    9762/10000 (97.62%), error:      1012.54883, best error:       844.09229 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 127.5632476807s, input_fired_time: 1.2282503843, output_fired_time: 1.0173025131, propagate_forward_time: 50.7693328857, propagate_backward_time: 71.5302047729, weight_update_time: 0.1716920435, other_time: 3.0181579590
epoch time: 10.6193265915s, input_fired_time: 0.1284333169, output_fired_time: 0.0000000000, propagate_forward_time: 9.9624071121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5284862518
validation[          , genome  7103] predictions:    9704/  10000 (97.04%), best:    9762/10000 (97.62%), error:       959.77661, best error:       844.09229 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 126.7427978516s, input_fired_time: 1.2154725790, output_fired_time: 1.0314378738, propagate_forward_time: 50.5733070374, propagate_backward_time: 70.9596328735, weight_update_time: 0.1735974848, other_time: 2.9629440308
epoch time: 10.6375370026s, input_fired_time: 0.1286196411, output_fired_time: 0.0000000000, propagate_forward_time: 9.9820814133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5268363953
validation[          , genome  7103] predictions:    9655/  10000 (96.55%), best:    9762/10000 (97.62%), error:      1212.76685, best error:       844.09229 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 126.7089080811s, input_fired_time: 1.2292478085, output_fired_time: 1.0072581768, propagate_forward_time: 50.4520111084, propagate_backward_time: 71.0674972534, weight_update_time: 0.1826560050, other_time: 2.9528961182
epoch time: 10.7346477509s, input_fired_time: 0.1288634986, output_fired_time: 0.0000000000, propagate_forward_time: 10.0789108276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5268735886
validation[          , genome  7103] predictions:    9740/  10000 (97.40%), best:    9762/10000 (97.62%), error:       909.62268, best error:       844.09229 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 127.6772613525s, input_fired_time: 1.2659220695, output_fired_time: 1.0062867403, propagate_forward_time: 50.8541755676, propagate_backward_time: 71.5781555176, weight_update_time: 0.1717270911, other_time: 2.9727172852
epoch time: 11.4135847092s, input_fired_time: 0.1346639842, output_fired_time: 0.0000000000, propagate_forward_time: 10.6892938614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5896272659
validation[          , genome  7103] predictions:    9736/  10000 (97.36%), best:    9762/10000 (97.62%), error:       887.00879, best error:       844.09229 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 127.1110763550s, input_fired_time: 1.2270939350, output_fired_time: 1.0184501410, propagate_forward_time: 50.6624107361, propagate_backward_time: 71.2547149658, weight_update_time: 0.1722066551, other_time: 2.9484100342
epoch time: 10.6623401642s, input_fired_time: 0.1291852742, output_fired_time: 0.0000000000, propagate_forward_time: 10.0009679794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321865082
validation[          , genome  7103] predictions:    9731/  10000 (97.31%), best:    9762/10000 (97.62%), error:       915.03351, best error:       844.09229 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 126.3114013672s, input_fired_time: 1.2213770151, output_fired_time: 1.0082881451, propagate_forward_time: 50.2373428345, propagate_backward_time: 70.9093093872, weight_update_time: 0.1723055691, other_time: 2.9350891113
epoch time: 10.9975805283s, input_fired_time: 0.1309825927, output_fired_time: 0.0000000000, propagate_forward_time: 10.3327951431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5338029861
validation[          , genome  7103] predictions:    9680/  10000 (96.80%), best:    9762/10000 (97.62%), error:      1018.60742, best error:       844.09229 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 126.9052810669s, input_fired_time: 1.2357587814, output_fired_time: 1.0219004154, propagate_forward_time: 50.4893913269, propagate_backward_time: 71.1725006104, weight_update_time: 0.1803940982, other_time: 2.9857330322
epoch time: 11.3398580551s, input_fired_time: 0.1475416571, output_fired_time: 0.0000000000, propagate_forward_time: 10.6252403259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5670757294
validation[          , genome  7103] predictions:    9690/  10000 (96.90%), best:    9762/10000 (97.62%), error:       989.43640, best error:       844.09229 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 127.8918838501s, input_fired_time: 1.2453404665, output_fired_time: 1.0019598007, propagate_forward_time: 50.8555870056, propagate_backward_time: 71.7986068726, weight_update_time: 0.1723173112, other_time: 2.9903945923
epoch time: 10.6936674118s, input_fired_time: 0.1298129410, output_fired_time: 0.0000000000, propagate_forward_time: 10.0363969803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5274572372
validation[          , genome  7103] predictions:    9723/  10000 (97.23%), best:    9762/10000 (97.62%), error:       928.17114, best error:       844.09229 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 128.2111206055s, input_fired_time: 1.2421205044, output_fired_time: 1.0120393038, propagate_forward_time: 51.0806121826, propagate_backward_time: 71.8408432007, weight_update_time: 0.1804573387, other_time: 3.0355072021
epoch time: 10.7062501907s, input_fired_time: 0.1282444596, output_fired_time: 0.0000000000, propagate_forward_time: 10.0514869690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5265188217
validation[          , genome  7103] predictions:    9716/  10000 (97.16%), best:    9762/10000 (97.62%), error:       945.23999, best error:       844.09229 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 127.5825881958s, input_fired_time: 1.2270687819, output_fired_time: 1.0212005377, propagate_forward_time: 50.8390846252, propagate_backward_time: 71.5150985718, weight_update_time: 0.1764922738, other_time: 2.9801406860
epoch time: 10.9447708130s, input_fired_time: 0.1298220456, output_fired_time: 0.0000000000, propagate_forward_time: 10.2630739212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518751144
validation[          , genome  7103] predictions:    9724/  10000 (97.24%), best:    9762/10000 (97.62%), error:       987.67731, best error:       844.09229 on epoch:    28, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 126.9357299805s, input_fired_time: 1.2327209711, output_fired_time: 1.0402052402, propagate_forward_time: 50.5697212219, propagate_backward_time: 71.1250610352, weight_update_time: 0.1718815565, other_time: 2.9680175781
epoch time: 10.6255149841s, input_fired_time: 0.1302746981, output_fired_time: 0.0000000000, propagate_forward_time: 9.9650592804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301809311
validation[          , genome  7103] predictions:    9677/  10000 (96.77%), best:    9762/10000 (97.62%), error:      1071.93262, best error:       844.09229 on epoch:    28, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 126.6999206543s, input_fired_time: 1.2340439558, output_fired_time: 1.0066484213, propagate_forward_time: 50.4262504578, propagate_backward_time: 71.0912933350, weight_update_time: 0.1760917008, other_time: 2.9416809082
epoch time: 10.8324356079s, input_fired_time: 0.1299284995, output_fired_time: 0.0000000000, propagate_forward_time: 10.1361808777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5663261414
validation[          , genome  7103] predictions:    9676/  10000 (96.76%), best:    9762/10000 (97.62%), error:      1056.49365, best error:       844.09229 on epoch:    28, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 127.2352752686s, input_fired_time: 1.2243739367, output_fired_time: 1.0178418159, propagate_forward_time: 50.5621871948, propagate_backward_time: 71.4622573853, weight_update_time: 0.1755636632, other_time: 2.9686126709
epoch time: 10.6354694366s, input_fired_time: 0.1307659447, output_fired_time: 0.0000000000, propagate_forward_time: 9.9779853821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267181396
validation[          , genome  7103] predictions:    9732/  10000 (97.32%), best:    9762/10000 (97.62%), error:       933.30200, best error:       844.09229 on epoch:    28, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 127.7909774780s, input_fired_time: 1.2325794697, output_fired_time: 1.0270689726, propagate_forward_time: 50.9497680664, propagate_backward_time: 71.6064453125, weight_update_time: 0.1720340550, other_time: 2.9751129150
epoch time: 10.8274011612s, input_fired_time: 0.1314749271, output_fired_time: 0.0000000000, propagate_forward_time: 10.1678018570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5281248093
validation[          , genome  7103] predictions:    9734/  10000 (97.34%), best:    9762/10000 (97.62%), error:       890.66077, best error:       844.09229 on epoch:    28, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 127.6431350708s, input_fired_time: 1.2511577606, output_fired_time: 1.0319478512, propagate_forward_time: 50.9573936462, propagate_backward_time: 71.4312820435, weight_update_time: 0.1713871062, other_time: 2.9713516235
epoch time: 10.6595458984s, input_fired_time: 0.1300791502, output_fired_time: 0.0000000000, propagate_forward_time: 9.9940910339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5353755951
validation[          , genome  7103] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       839.40454, best error:       839.40454 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 126.5106506348s, input_fired_time: 1.2401468754, output_fired_time: 1.0115972757, propagate_forward_time: 50.4995079041, propagate_backward_time: 70.7807617188, weight_update_time: 0.1718592793, other_time: 2.9786376953
epoch time: 10.7565622330s, input_fired_time: 0.1310354024, output_fired_time: 0.0000000000, propagate_forward_time: 10.0965042114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5290222168
validation[          , genome  7103] predictions:    9689/  10000 (96.89%), best:    9737/10000 (97.37%), error:       986.28607, best error:       839.40454 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 127.3661956787s, input_fired_time: 1.2463043928, output_fired_time: 1.0679106712, propagate_forward_time: 50.7085304260, propagate_backward_time: 71.3625183105, weight_update_time: 0.1800088733, other_time: 2.9809265137
epoch time: 11.1673221588s, input_fired_time: 0.1363850683, output_fired_time: 0.0000000000, propagate_forward_time: 10.4822645187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486726761
validation[          , genome  7103] predictions:    9729/  10000 (97.29%), best:    9737/10000 (97.37%), error:       890.40851, best error:       839.40454 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 127.4753265381s, input_fired_time: 1.2394331694, output_fired_time: 1.0310505629, propagate_forward_time: 50.8594093323, propagate_backward_time: 71.3712463379, weight_update_time: 0.1716350317, other_time: 2.9741821289
epoch time: 11.0084476471s, input_fired_time: 0.1314091384, output_fired_time: 0.0000000000, propagate_forward_time: 10.3295164108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5475225449
validation[          , genome  7103] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       834.17426, best error:       834.17426 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 127.4993362427s, input_fired_time: 1.2472046614, output_fired_time: 1.0070866346, propagate_forward_time: 50.8042182922, propagate_backward_time: 71.4915695190, weight_update_time: 0.1796876639, other_time: 2.9492568970
epoch time: 10.6935119629s, input_fired_time: 0.1298157722, output_fired_time: 0.0000000000, propagate_forward_time: 10.0285072327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5351886749
validation[          , genome  7103] predictions:    9724/  10000 (97.24%), best:    9760/10000 (97.60%), error:       918.69849, best error:       834.17426 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 126.3125915527s, input_fired_time: 1.2262717485, output_fired_time: 1.0256596804, propagate_forward_time: 50.3173484802, propagate_backward_time: 70.8091888428, weight_update_time: 0.1719759554, other_time: 2.9341278076
epoch time: 10.8741397858s, input_fired_time: 0.1431889236, output_fired_time: 0.0000000000, propagate_forward_time: 10.1866588593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442924500
validation[          , genome  7103] predictions:    9730/  10000 (97.30%), best:    9760/10000 (97.60%), error:       908.63708, best error:       834.17426 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 127.8433303833s, input_fired_time: 1.2711889744, output_fired_time: 1.0495102406, propagate_forward_time: 50.9432067871, propagate_backward_time: 71.6191711426, weight_update_time: 0.1804671586, other_time: 2.9602584839
epoch time: 10.6267547607s, input_fired_time: 0.1307640523, output_fired_time: 0.0000000000, propagate_forward_time: 9.9667167664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292739868
validation[          , genome  7103] predictions:    9738/  10000 (97.38%), best:    9760/10000 (97.60%), error:       877.73248, best error:       834.17426 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 126.2355041504s, input_fired_time: 1.2331029177, output_fired_time: 1.0045907497, propagate_forward_time: 50.3785362244, propagate_backward_time: 70.6903610229, weight_update_time: 0.1715563834, other_time: 2.9289169312
epoch time: 10.8458042145s, input_fired_time: 0.1311774850, output_fired_time: 0.0000000000, propagate_forward_time: 10.1741905212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5404357910
validation[          , genome  7103] predictions:    9720/  10000 (97.20%), best:    9760/10000 (97.60%), error:       947.99097, best error:       834.17426 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 127.2527618408s, input_fired_time: 1.2542741299, output_fired_time: 1.0086964369, propagate_forward_time: 50.4469108582, propagate_backward_time: 71.5658111572, weight_update_time: 0.1724407375, other_time: 2.9770660400
epoch time: 10.7330341339s, input_fired_time: 0.1311363578, output_fired_time: 0.0000000000, propagate_forward_time: 10.0717887878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301094055
validation[          , genome  7103] predictions:    9741/  10000 (97.41%), best:    9760/10000 (97.60%), error:       856.39941, best error:       834.17426 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 129.0509643555s, input_fired_time: 1.2501139641, output_fired_time: 1.0156176090, propagate_forward_time: 51.4793395996, propagate_backward_time: 72.2770156860, weight_update_time: 0.1876389980, other_time: 3.0288772583
epoch time: 10.6754446030s, input_fired_time: 0.1312085241, output_fired_time: 0.0000000000, propagate_forward_time: 10.0130472183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5311889648
validation[          , genome  7103] predictions:    9728/  10000 (97.28%), best:    9760/10000 (97.60%), error:       948.79468, best error:       834.17426 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 126.6006622314s, input_fired_time: 1.2485343218, output_fired_time: 1.0019725561, propagate_forward_time: 50.4780502319, propagate_backward_time: 70.9339523315, weight_update_time: 0.1718682349, other_time: 2.9381484985
epoch time: 10.6260108948s, input_fired_time: 0.1304279417, output_fired_time: 0.0000000000, propagate_forward_time: 9.9684133530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5271692276
validation[          , genome  7103] predictions:    9687/  10000 (96.87%), best:    9760/10000 (97.60%), error:       983.06311, best error:       834.17426 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 128.1475982666s, input_fired_time: 1.2495177984, output_fired_time: 1.0195311308, propagate_forward_time: 51.1083145142, propagate_backward_time: 71.7743225098, weight_update_time: 0.1798998415, other_time: 2.9959106445
epoch time: 10.8047924042s, input_fired_time: 0.1306482255, output_fired_time: 0.0000000000, propagate_forward_time: 10.1358556747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5382881165
validation[          , genome  7103] predictions:    9704/  10000 (97.04%), best:    9760/10000 (97.60%), error:       929.74249, best error:       834.17426 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 127.2787322998s, input_fired_time: 1.2704417706, output_fired_time: 1.0363261700, propagate_forward_time: 50.6422843933, propagate_backward_time: 71.3455047607, weight_update_time: 0.1718945801, other_time: 2.9841766357
epoch time: 11.4562625885s, input_fired_time: 0.1401210874, output_fired_time: 0.0000000000, propagate_forward_time: 10.7527952194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5633459091
validation[          , genome  7103] predictions:    9692/  10000 (96.92%), best:    9760/10000 (97.60%), error:       936.75128, best error:       834.17426 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 129.4234161377s, input_fired_time: 1.2436504364, output_fired_time: 1.0823676586, propagate_forward_time: 51.6040649414, propagate_backward_time: 72.4309539795, weight_update_time: 0.1716331989, other_time: 3.0623779297
epoch time: 10.7627897263s, input_fired_time: 0.1339945346, output_fired_time: 0.0000000000, propagate_forward_time: 10.0995311737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292644501
validation[          , genome  7103] predictions:    9737/  10000 (97.37%), best:    9760/10000 (97.60%), error:       847.78772, best error:       834.17426 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 126.5205688477s, input_fired_time: 1.2317701578, output_fired_time: 1.0160812140, propagate_forward_time: 50.2881813049, propagate_backward_time: 71.0320968628, weight_update_time: 0.1722951978, other_time: 2.9524307251
epoch time: 10.6621789932s, input_fired_time: 0.1316830665, output_fired_time: 0.0000000000, propagate_forward_time: 10.0012989044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291967392
validation[          , genome  7103] predictions:    9722/  10000 (97.22%), best:    9760/10000 (97.60%), error:       926.92395, best error:       834.17426 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 127.9979858398s, input_fired_time: 1.2865904570, output_fired_time: 1.0331413746, propagate_forward_time: 51.0442085266, propagate_backward_time: 71.6513900757, weight_update_time: 0.1721653640, other_time: 2.9826583862
epoch time: 11.4672346115s, input_fired_time: 0.1393718868, output_fired_time: 0.0000000000, propagate_forward_time: 10.7626371384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5652256012
validation[          , genome  7103] predictions:    9655/  10000 (96.55%), best:    9760/10000 (97.60%), error:      1030.15137, best error:       834.17426 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 128.7592926025s, input_fired_time: 1.2382205725, output_fired_time: 1.0264147520, propagate_forward_time: 51.1621437073, propagate_backward_time: 72.3235473633, weight_update_time: 0.1911987662, other_time: 3.0089721680
epoch time: 10.6273660660s, input_fired_time: 0.1309842467, output_fired_time: 0.0000000000, propagate_forward_time: 9.9693679810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5270137787
validation[          , genome  7103] predictions:    9707/  10000 (97.07%), best:    9760/10000 (97.60%), error:       932.04620, best error:       834.17426 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 126.1874389648s, input_fired_time: 1.2305816412, output_fired_time: 1.0098718405, propagate_forward_time: 50.3066635132, propagate_backward_time: 70.6780395508, weight_update_time: 0.1798952073, other_time: 2.9622802734
epoch time: 10.6252412796s, input_fired_time: 0.1323667020, output_fired_time: 0.0000000000, propagate_forward_time: 9.9645395279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5283346176
validation[          , genome  7103] predictions:    9734/  10000 (97.34%), best:    9760/10000 (97.60%), error:       903.14325, best error:       834.17426 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 128.1424102783s, input_fired_time: 1.2621706724, output_fired_time: 1.0070979595, propagate_forward_time: 51.0717315674, propagate_backward_time: 71.8102798462, weight_update_time: 0.1758387089, other_time: 2.9911346436
epoch time: 11.2046117783s, input_fired_time: 0.1376781315, output_fired_time: 0.0000000000, propagate_forward_time: 10.4852437973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5816898346
validation[          , genome  7103] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       826.63837, best error:       826.63837 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 127.9954223633s, input_fired_time: 1.2579002380, output_fired_time: 1.0375298262, propagate_forward_time: 50.9422607422, propagate_backward_time: 71.7615966797, weight_update_time: 0.1721922308, other_time: 2.9961318970
epoch time: 10.6384410858s, input_fired_time: 0.1335968077, output_fired_time: 0.0000000000, propagate_forward_time: 9.9779701233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5268745422
validation[          , genome  7103] predictions:    9726/  10000 (97.26%), best:    9753/10000 (97.53%), error:       956.84003, best error:       826.63837 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 126.5149307251s, input_fired_time: 1.2392662764, output_fired_time: 1.0033198595, propagate_forward_time: 50.4799766541, propagate_backward_time: 70.8122024536, weight_update_time: 0.1719589978, other_time: 2.9801712036
epoch time: 10.6560192108s, input_fired_time: 0.1324260980, output_fired_time: 0.0000000000, propagate_forward_time: 9.9916429520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319499969
validation[          , genome  7103] predictions:    9743/  10000 (97.43%), best:    9753/10000 (97.53%), error:       883.32086, best error:       826.63837 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 127.0408477783s, input_fired_time: 1.2512179613, output_fired_time: 1.0121148825, propagate_forward_time: 50.4869537354, propagate_backward_time: 71.2914123535, weight_update_time: 0.1719625145, other_time: 2.9991455078
epoch time: 10.8153724670s, input_fired_time: 0.1326947510, output_fired_time: 0.0000000000, propagate_forward_time: 10.1554183960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5272588730
validation[          , genome  7103] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       818.81757, best error:       818.81757 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 126.7672576904s, input_fired_time: 1.2338101864, output_fired_time: 1.0025736094, propagate_forward_time: 50.4677047729, propagate_backward_time: 71.0731658936, weight_update_time: 0.1722758859, other_time: 2.9900054932
epoch time: 10.8440332413s, input_fired_time: 0.1319003999, output_fired_time: 0.0000000000, propagate_forward_time: 10.1843137741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5278186798
validation[          , genome  7103] predictions:    9735/  10000 (97.35%), best:    9743/10000 (97.43%), error:       902.34509, best error:       818.81757 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 128.4073791504s, input_fired_time: 1.2890007496, output_fired_time: 1.0677297115, propagate_forward_time: 51.1770133972, propagate_backward_time: 71.8685684204, weight_update_time: 0.1726429611, other_time: 3.0050735474
epoch time: 10.7223958969s, input_fired_time: 0.1318504810, output_fired_time: 0.0000000000, propagate_forward_time: 10.0363759995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5541696548
validation[          , genome  7103] predictions:    9739/  10000 (97.39%), best:    9743/10000 (97.43%), error:       844.08887, best error:       818.81757 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 127.1465606689s, input_fired_time: 1.2378538847, output_fired_time: 1.0053126812, propagate_forward_time: 50.6899833679, propagate_backward_time: 71.2617263794, weight_update_time: 0.1793627888, other_time: 2.9516830444
epoch time: 10.9973096848s, input_fired_time: 0.1323659569, output_fired_time: 0.0000000000, propagate_forward_time: 10.3232727051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416707993
validation[          , genome  7103] predictions:    9749/  10000 (97.49%), best:    9743/10000 (97.43%), error:       873.79645, best error:       818.81757 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 127.2309646606s, input_fired_time: 1.2381907701, output_fired_time: 1.0306625366, propagate_forward_time: 50.6500091553, propagate_backward_time: 71.2971496582, weight_update_time: 0.1724019051, other_time: 3.0149536133
epoch time: 11.6098814011s, input_fired_time: 0.1833358556, output_fired_time: 0.0000000000, propagate_forward_time: 10.8365869522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5899581909
validation[          , genome  7103] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       781.91516, best error:       781.91516 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 127.1147308350s, input_fired_time: 1.2403949499, output_fired_time: 1.0154989958, propagate_forward_time: 50.5480575562, propagate_backward_time: 71.3500976562, weight_update_time: 0.1725607663, other_time: 2.9606857300
epoch time: 10.9190826416s, input_fired_time: 0.1350740343, output_fired_time: 0.0000000000, propagate_forward_time: 10.2502670288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337419510
validation[          , genome  7103] predictions:    9768/  10000 (97.68%), best:    9769/10000 (97.69%), error:       818.01746, best error:       781.91516 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 181.6507415771s, input_fired_time: 1.7015968561, output_fired_time: 1.3673542738, propagate_forward_time: 78.5687332153, propagate_backward_time: 95.8306350708, weight_update_time: 0.2066009045, other_time: 4.1824188232
epoch time: 11.6239061356s, input_fired_time: 0.1433864087, output_fired_time: 0.0000000000, propagate_forward_time: 10.8810653687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5994539261
validation[          , genome  7103] predictions:    9727/  10000 (97.27%), best:    9769/10000 (97.69%), error:       962.27417, best error:       781.91516 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 151.8348693848s, input_fired_time: 1.4957482815, output_fired_time: 1.2690509558, propagate_forward_time: 60.5667572021, propagate_backward_time: 84.9045104980, weight_update_time: 0.2052864432, other_time: 3.5988006592
epoch time: 10.6506290436s, input_fired_time: 0.1330897063, output_fired_time: 0.0000000000, propagate_forward_time: 9.9849061966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326328278
validation[          , genome  7103] predictions:    9739/  10000 (97.39%), best:    9769/10000 (97.69%), error:       913.03033, best error:       781.91516 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 128.2526855469s, input_fired_time: 1.2645759583, output_fired_time: 1.0249502659, propagate_forward_time: 51.0803680420, propagate_backward_time: 71.8856430054, weight_update_time: 0.1789347380, other_time: 2.9971542358
epoch time: 10.8433141708s, input_fired_time: 0.1341542900, output_fired_time: 0.0000000000, propagate_forward_time: 10.1614704132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5476894379
validation[          , genome  7103] predictions:    9678/  10000 (96.78%), best:    9769/10000 (97.69%), error:      1034.41187, best error:       781.91516 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 128.2540435791s, input_fired_time: 1.2696303129, output_fired_time: 1.0171426535, propagate_forward_time: 51.0662231445, propagate_backward_time: 71.8921203613, weight_update_time: 0.1719396561, other_time: 3.0089263916
epoch time: 11.4745721817s, input_fired_time: 0.1352398992, output_fired_time: 0.0000000000, propagate_forward_time: 10.7619810104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5773515701
validation[          , genome  7103] predictions:    9720/  10000 (97.20%), best:    9769/10000 (97.69%), error:       937.27734, best error:       781.91516 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 126.1603240967s, input_fired_time: 1.2417607307, output_fired_time: 1.0079603195, propagate_forward_time: 50.2113647461, propagate_backward_time: 70.7358169556, weight_update_time: 0.1721512377, other_time: 2.9634246826
epoch time: 10.6534795761s, input_fired_time: 0.1337548494, output_fired_time: 0.0000000000, propagate_forward_time: 9.9910659790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286588669
validation[          , genome  7103] predictions:    9748/  10000 (97.48%), best:    9769/10000 (97.69%), error:       858.05939, best error:       781.91516 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 127.6971817017s, input_fired_time: 1.2584269047, output_fired_time: 1.0426641703, propagate_forward_time: 50.8879508972, propagate_backward_time: 71.5342712402, weight_update_time: 0.1889220625, other_time: 2.9738616943
epoch time: 10.6375722885s, input_fired_time: 0.1331343502, output_fired_time: 0.0000000000, propagate_forward_time: 9.9732713699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5311670303
validation[          , genome  7103] predictions:    9750/  10000 (97.50%), best:    9769/10000 (97.69%), error:       870.29242, best error:       781.91516 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 127.8166732788s, input_fired_time: 1.2611123323, output_fired_time: 1.0203764439, propagate_forward_time: 50.8639526367, propagate_backward_time: 71.7060928345, weight_update_time: 0.1725862026, other_time: 2.9651336670
epoch time: 10.6549634933s, input_fired_time: 0.1346399784, output_fired_time: 0.0000000000, propagate_forward_time: 9.9891366959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5311870575
validation[          , genome  7103] predictions:    9692/  10000 (96.92%), best:    9769/10000 (97.69%), error:       990.35236, best error:       781.91516 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 127.7044067383s, input_fired_time: 1.2803590298, output_fired_time: 1.0157667398, propagate_forward_time: 50.7906608582, propagate_backward_time: 71.6561431885, weight_update_time: 0.1719212532, other_time: 2.9614715576
epoch time: 11.5607643127s, input_fired_time: 0.1392093003, output_fired_time: 0.0000000000, propagate_forward_time: 10.8500213623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5715332031
validation[          , genome  7103] predictions:    9743/  10000 (97.43%), best:    9769/10000 (97.69%), error:       867.09680, best error:       781.91516 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 127.2773666382s, input_fired_time: 1.2919958830, output_fired_time: 1.0130622387, propagate_forward_time: 50.7100601196, propagate_backward_time: 71.2919158936, weight_update_time: 0.1717215925, other_time: 2.9703369141
epoch time: 10.6217660904s, input_fired_time: 0.1330610961, output_fired_time: 0.0000000000, propagate_forward_time: 9.9645290375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5241756439
validation[          , genome  7103] predictions:    9720/  10000 (97.20%), best:    9769/10000 (97.69%), error:       895.99207, best error:       781.91516 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 126.9986343384s, input_fired_time: 1.2443772554, output_fired_time: 1.0044825077, propagate_forward_time: 50.5376281738, propagate_backward_time: 71.2351531982, weight_update_time: 0.1722078323, other_time: 2.9769897461
epoch time: 10.6618738174s, input_fired_time: 0.1331970841, output_fired_time: 0.0000000000, propagate_forward_time: 9.9985523224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301246643
validation[          , genome  7103] predictions:    9692/  10000 (96.92%), best:    9769/10000 (97.69%), error:      1051.85278, best error:       781.91516 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 127.6410140991s, input_fired_time: 1.2563798428, output_fired_time: 1.0127743483, propagate_forward_time: 50.8741340637, propagate_backward_time: 71.5139083862, weight_update_time: 0.1830562651, other_time: 2.9838180542
epoch time: 10.8971424103s, input_fired_time: 0.1347740293, output_fired_time: 0.0000000000, propagate_forward_time: 10.2146091461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5477590561
validation[          , genome  7103] predictions:    9715/  10000 (97.15%), best:    9769/10000 (97.69%), error:       973.97589, best error:       781.91516 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 127.9374923706s, input_fired_time: 1.2772150040, output_fired_time: 1.0342094898, propagate_forward_time: 50.9851188660, propagate_backward_time: 71.6197052002, weight_update_time: 0.1723223180, other_time: 3.0212402344
epoch time: 10.6287984848s, input_fired_time: 0.1336290836, output_fired_time: 0.0000000000, propagate_forward_time: 9.9665508270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286188126
validation[          , genome  7103] predictions:    9715/  10000 (97.15%), best:    9769/10000 (97.69%), error:       938.10181, best error:       781.91516 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 126.6218948364s, input_fired_time: 1.2525157928, output_fired_time: 1.0294219255, propagate_forward_time: 50.4414024353, propagate_backward_time: 70.9597473145, weight_update_time: 0.1719881445, other_time: 2.9388122559
epoch time: 10.7410640717s, input_fired_time: 0.1375064403, output_fired_time: 0.0000000000, propagate_forward_time: 10.0721626282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5313949585
validation[          , genome  7103] predictions:    9739/  10000 (97.39%), best:    9769/10000 (97.69%), error:       859.89984, best error:       781.91516 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 127.7254867554s, input_fired_time: 1.2674576044, output_fired_time: 1.0100333691, propagate_forward_time: 50.9121017456, propagate_backward_time: 71.4998703003, weight_update_time: 0.1761012673, other_time: 3.0360260010
epoch time: 11.3053979874s, input_fired_time: 0.1478089392, output_fired_time: 0.0000000000, propagate_forward_time: 10.5739440918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5836448669
validation[          , genome  7103] predictions:    9731/  10000 (97.31%), best:    9769/10000 (97.69%), error:       875.53241, best error:       781.91516 on epoch:    75, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 127.9454650879s, input_fired_time: 1.2629446983, output_fired_time: 1.0155223608, propagate_forward_time: 50.9848403931, propagate_backward_time: 71.6936416626, weight_update_time: 0.1778305173, other_time: 2.9885101318
epoch time: 10.8482284546s, input_fired_time: 0.1437216252, output_fired_time: 0.0000000000, propagate_forward_time: 10.1747417450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5297651291
validation[          , genome  7103] predictions:    9742/  10000 (97.42%), best:    9769/10000 (97.69%), error:       901.05798, best error:       781.91516 on epoch:    75, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 127.1338424683s, input_fired_time: 1.2590240240, output_fired_time: 1.0178965330, propagate_forward_time: 50.6459197998, propagate_backward_time: 71.2408218384, weight_update_time: 0.1736598611, other_time: 2.9701766968
epoch time: 10.8684206009s, input_fired_time: 0.1352634430, output_fired_time: 0.0000000000, propagate_forward_time: 10.1817197800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5514373779
validation[          , genome  7103] predictions:    9724/  10000 (97.24%), best:    9769/10000 (97.69%), error:       924.73816, best error:       781.91516 on epoch:    75, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 127.8714828491s, input_fired_time: 1.2723015547, output_fired_time: 1.0160614252, propagate_forward_time: 50.8931121826, propagate_backward_time: 71.7000122070, weight_update_time: 0.1759490669, other_time: 2.9899978638
epoch time: 11.7147226334s, input_fired_time: 0.1387150735, output_fired_time: 0.0000000000, propagate_forward_time: 11.0020742416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5739336014
validation[          , genome  7103] predictions:    9738/  10000 (97.38%), best:    9769/10000 (97.69%), error:       897.78784, best error:       781.91516 on epoch:    75, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 126.2559356689s, input_fired_time: 1.2493381500, output_fired_time: 1.0101678371, propagate_forward_time: 50.2796783447, propagate_backward_time: 70.7503738403, weight_update_time: 0.1719993502, other_time: 2.9663772583
epoch time: 10.6794290543s, input_fired_time: 0.1345700771, output_fired_time: 0.0000000000, propagate_forward_time: 10.0114641190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333948135
validation[          , genome  7103] predictions:    9723/  10000 (97.23%), best:    9769/10000 (97.69%), error:       949.84186, best error:       781.91516 on epoch:    75, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 127.5951461792s, input_fired_time: 1.2513660192, output_fired_time: 1.0352276564, propagate_forward_time: 50.7374343872, propagate_backward_time: 71.5902862549, weight_update_time: 0.1763650477, other_time: 2.9808349609
epoch time: 11.7246122360s, input_fired_time: 0.1929326802, output_fired_time: 0.0000000000, propagate_forward_time: 10.9430828094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5885963440
validation[          , genome  7103] predictions:    9757/  10000 (97.57%), best:    9769/10000 (97.69%), error:       845.54114, best error:       781.91516 on epoch:    75, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 127.9685974121s, input_fired_time: 1.2817786932, output_fired_time: 1.0064033270, propagate_forward_time: 50.9189872742, propagate_backward_time: 71.7851104736, weight_update_time: 0.1739745885, other_time: 2.9763183594
epoch time: 10.7038612366s, input_fired_time: 0.1352182776, output_fired_time: 0.0000000000, propagate_forward_time: 10.0397243500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5289182663
validation[          , genome  7103] predictions:    9723/  10000 (97.23%), best:    9769/10000 (97.69%), error:       904.58826, best error:       781.91516 on epoch:    75, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 127.3318099976s, input_fired_time: 1.2556601763, output_fired_time: 1.0166324377, propagate_forward_time: 50.8741950989, propagate_backward_time: 71.2060012817, weight_update_time: 0.1750180125, other_time: 2.9793167114
epoch time: 11.5127286911s, input_fired_time: 0.1513081938, output_fired_time: 0.0000000000, propagate_forward_time: 10.7612857819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6001348495
validation[          , genome  7103] predictions:    9719/  10000 (97.19%), best:    9769/10000 (97.69%), error:       904.11096, best error:       781.91516 on epoch:    75, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 126.3950424194s, input_fired_time: 1.2577507496, output_fired_time: 1.0027431250, propagate_forward_time: 50.3278388977, propagate_backward_time: 70.8845291138, weight_update_time: 0.1715704203, other_time: 2.9221725464
epoch time: 10.6356124878s, input_fired_time: 0.1349936724, output_fired_time: 0.0000000000, propagate_forward_time: 9.9646444321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359745026
validation[          , genome  7103] predictions:    9752/  10000 (97.52%), best:    9769/10000 (97.69%), error:       845.84418, best error:       781.91516 on epoch:    75, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 126.9601516724s, input_fired_time: 1.2549260855, output_fired_time: 1.0310144424, propagate_forward_time: 50.6500663757, propagate_backward_time: 71.0570449829, weight_update_time: 0.1750483513, other_time: 2.9670944214
epoch time: 10.6308975220s, input_fired_time: 0.1345186979, output_fired_time: 0.0000000000, propagate_forward_time: 9.9678707123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5285081863
validation[          , genome  7103] predictions:    9735/  10000 (97.35%), best:    9769/10000 (97.69%), error:       898.97656, best error:       781.91516 on epoch:    75, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 127.0977096558s, input_fired_time: 1.2670577765, output_fired_time: 1.0367723703, propagate_forward_time: 50.6241149902, propagate_backward_time: 71.1636581421, weight_update_time: 0.1719821244, other_time: 3.0061035156
epoch time: 11.2778434753s, input_fired_time: 0.1446198076, output_fired_time: 0.0000000000, propagate_forward_time: 10.5763502121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5568733215
validation[          , genome  7103] predictions:    9737/  10000 (97.37%), best:    9769/10000 (97.69%), error:       899.04755, best error:       781.91516 on epoch:    75, 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: 54.3285713196s, input_fired_time: 0.6855947375, output_fired_time: 0.0000000000, propagate_forward_time: 50.8743858337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7685890198
best training[          , genome  7103] predictions:   49565/  50000 (99.13%), best:    9769/10000 (97.69%), error:      1799.75684, best error:       781.91516 on epoch:    75, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 11.0086317062s, input_fired_time: 0.1320944726, output_fired_time: 0.0000000000, propagate_forward_time: 10.3315382004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449991226
   testing[          , genome  7103] predictions:    9762/  10000 (97.62%), best:    9769/10000 (97.69%), error:       768.57910, best error:       781.91516 on epoch:    75, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:55:16 (7868): called boinc_finish(0)

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