Nameexact_genome_1512568488_45_6672_0
Workunit2604599
Created7 Dec 2017, 21:13:17 UTC
Sent7 Dec 2017, 21:16:40 UTC
Report deadline18 Dec 2017, 4:50:09 UTC
Received8 Dec 2017, 13:37:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55826
Run time5 hours 51 min 26 sec
CPU time5 hours 44 min 57 sec
Validate stateValid
Credit2,578.73
Device peak FLOPS2.11 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size154.23 MB
Peak swap size155.35 MB
Peak disk usage1.42 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
34s, input_fired_time: 0.2173058093, output_fired_time: 0.0000000000, propagate_forward_time: 14.4938707352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5762357712
validation[          , genome  6672] predictions:    9701/  10000 (97.01%), best:    9739/10000 (97.39%), error:       971.15363, best error:       898.26709 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 190.6275329590s, input_fired_time: 2.0133438110, output_fired_time: 1.3176243305, propagate_forward_time: 71.8487701416, propagate_backward_time: 107.2300949097, weight_update_time: 0.1672482491, other_time: 8.2177047729
epoch time: 16.2474994659s, input_fired_time: 0.2147433162, output_fired_time: 0.0000000000, propagate_forward_time: 14.4656391144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5671176910
validation[          , genome  6672] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       837.65387, best error:       837.65387 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 190.7238464355s, input_fired_time: 2.0037937164, output_fired_time: 1.2826553583, propagate_forward_time: 71.8864822388, propagate_backward_time: 107.2655792236, weight_update_time: 0.1716247052, other_time: 8.2853317261
epoch time: 16.1902561188s, input_fired_time: 0.2128301710, output_fired_time: 0.0000000000, propagate_forward_time: 14.4155731201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5618524551
validation[          , genome  6672] predictions:    9715/  10000 (97.15%), best:    9765/10000 (97.65%), error:       936.81628, best error:       837.65387 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 193.4792480469s, input_fired_time: 2.0395534039, output_fired_time: 1.3300186396, propagate_forward_time: 72.8037109375, propagate_backward_time: 108.6658630371, weight_update_time: 0.1947382689, other_time: 8.6401062012
epoch time: 16.5705776215s, input_fired_time: 0.2145010382, output_fired_time: 0.0000000000, propagate_forward_time: 14.3812446594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9748325348
validation[          , genome  6672] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       821.32135, best error:       821.32135 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 190.8181457520s, input_fired_time: 2.0289192200, output_fired_time: 1.2863911390, propagate_forward_time: 71.8003540039, propagate_backward_time: 107.5044631958, weight_update_time: 0.1705710590, other_time: 8.1980209351
epoch time: 16.1638641357s, input_fired_time: 0.2237337679, output_fired_time: 0.0000000000, propagate_forward_time: 14.3357810974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6043491364
validation[          , genome  6672] predictions:    9735/  10000 (97.35%), best:    9750/10000 (97.50%), error:       831.88330, best error:       821.32135 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 190.9417572021s, input_fired_time: 2.0683460236, output_fired_time: 1.2910801172, propagate_forward_time: 72.1074295044, propagate_backward_time: 107.3192062378, weight_update_time: 0.1634525061, other_time: 8.1557006836
epoch time: 16.3031711578s, input_fired_time: 0.2191089541, output_fired_time: 0.0000000000, propagate_forward_time: 14.5149593353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5691032410
validation[          , genome  6672] predictions:    9693/  10000 (96.93%), best:    9750/10000 (97.50%), error:       953.45544, best error:       821.32135 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 190.6691741943s, input_fired_time: 2.0275349617, output_fired_time: 1.2995544672, propagate_forward_time: 71.9034805298, propagate_backward_time: 107.1753768921, weight_update_time: 0.1625203937, other_time: 8.2632141113
epoch time: 16.2306404114s, input_fired_time: 0.2182969004, output_fired_time: 0.0000000000, propagate_forward_time: 14.4195070267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5928373337
validation[          , genome  6672] predictions:    9724/  10000 (97.24%), best:    9750/10000 (97.50%), error:       934.93304, best error:       821.32135 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 190.5946044922s, input_fired_time: 2.0005826950, output_fired_time: 1.2790229321, propagate_forward_time: 71.8300933838, propagate_backward_time: 107.3075256348, weight_update_time: 0.1738601029, other_time: 8.1773834229
epoch time: 16.2287750244s, input_fired_time: 0.2159284949, output_fired_time: 0.0000000000, propagate_forward_time: 14.4165124893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5963335037
validation[          , genome  6672] predictions:    9737/  10000 (97.37%), best:    9750/10000 (97.50%), error:       876.74927, best error:       821.32135 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 191.1345214844s, input_fired_time: 2.0125603676, output_fired_time: 1.3465006351, propagate_forward_time: 71.8796844482, propagate_backward_time: 107.7439575195, weight_update_time: 0.1624190956, other_time: 8.1518249512
epoch time: 16.0376205444s, input_fired_time: 0.2150605470, output_fired_time: 0.0000000000, propagate_forward_time: 14.2476644516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5748958588
validation[          , genome  6672] predictions:    9727/  10000 (97.27%), best:    9750/10000 (97.50%), error:       967.76007, best error:       821.32135 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 189.5875091553s, input_fired_time: 2.0375492573, output_fired_time: 1.3129451275, propagate_forward_time: 71.5545120239, propagate_backward_time: 106.5179443359, weight_update_time: 0.1628248394, other_time: 8.1645584106
epoch time: 16.2165355682s, input_fired_time: 0.2193837613, output_fired_time: 0.0000000000, propagate_forward_time: 14.4138841629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5832672119
validation[          , genome  6672] predictions:    9719/  10000 (97.19%), best:    9750/10000 (97.50%), error:       926.86133, best error:       821.32135 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 191.1149291992s, input_fired_time: 2.0118062496, output_fired_time: 1.2927722931, propagate_forward_time: 72.4439239502, propagate_backward_time: 107.2437744141, weight_update_time: 0.1629642248, other_time: 8.1226501465
epoch time: 16.3352985382s, input_fired_time: 0.2190605849, output_fired_time: 0.0000000000, propagate_forward_time: 14.5240945816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5921430588
validation[          , genome  6672] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       783.09851, best error:       783.09851 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 190.7840423584s, input_fired_time: 2.0546507835, output_fired_time: 1.2919636965, propagate_forward_time: 71.7666931152, propagate_backward_time: 107.4545898438, weight_update_time: 0.1670813859, other_time: 8.2161407471
epoch time: 16.2305755615s, input_fired_time: 0.2185587138, output_fired_time: 0.0000000000, propagate_forward_time: 14.4482097626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5638065338
validation[          , genome  6672] predictions:    9665/  10000 (96.65%), best:    9762/10000 (97.62%), error:      1102.04407, best error:       783.09851 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 190.7603454590s, input_fired_time: 2.0343186855, output_fired_time: 1.2937229872, propagate_forward_time: 71.7397537231, propagate_backward_time: 107.5324859619, weight_update_time: 0.1671750993, other_time: 8.1600723267
epoch time: 16.2401218414s, input_fired_time: 0.2196301818, output_fired_time: 0.0000000000, propagate_forward_time: 14.4516019821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5688905716
validation[          , genome  6672] predictions:    9761/  10000 (97.61%), best:    9762/10000 (97.62%), error:       823.03436, best error:       783.09851 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 190.2774353027s, input_fired_time: 2.0062248707, output_fired_time: 1.3107103109, propagate_forward_time: 71.5520629883, propagate_backward_time: 107.2197799683, weight_update_time: 0.1626933515, other_time: 8.1886520386
epoch time: 16.3802375793s, input_fired_time: 0.2294954360, output_fired_time: 0.0000000000, propagate_forward_time: 14.5298233032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6209182739
validation[          , genome  6672] predictions:    9732/  10000 (97.32%), best:    9762/10000 (97.62%), error:       892.47467, best error:       783.09851 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 191.6848297119s, input_fired_time: 2.0150756836, output_fired_time: 1.2921819687, propagate_forward_time: 72.1665191650, propagate_backward_time: 107.9058609009, weight_update_time: 0.1638054103, other_time: 8.3051986694
epoch time: 16.3802375793s, input_fired_time: 0.2227105200, output_fired_time: 0.0000000000, propagate_forward_time: 14.5847692490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5727586746
validation[          , genome  6672] predictions:    9671/  10000 (96.71%), best:    9762/10000 (97.62%), error:      1002.30164, best error:       783.09851 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 191.8884735107s, input_fired_time: 2.0447931290, output_fired_time: 1.3254599571, propagate_forward_time: 72.3472900391, propagate_backward_time: 107.9936981201, weight_update_time: 0.1711980850, other_time: 8.1772308350
epoch time: 16.3814392090s, input_fired_time: 0.2225404978, output_fired_time: 0.0000000000, propagate_forward_time: 14.5621328354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5967664719
validation[          , genome  6672] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       815.76379, best error:       783.09851 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 190.9526824951s, input_fired_time: 2.0062425137, output_fired_time: 1.2970902920, propagate_forward_time: 71.9831008911, propagate_backward_time: 107.4247741699, weight_update_time: 0.1640540510, other_time: 8.2414779663
epoch time: 16.4104938507s, input_fired_time: 0.2228216082, output_fired_time: 0.0000000000, propagate_forward_time: 14.5794448853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6082267761
validation[          , genome  6672] predictions:    9761/  10000 (97.61%), best:    9762/10000 (97.62%), error:       814.42957, best error:       783.09851 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 190.7918853760s, input_fired_time: 2.0085964203, output_fired_time: 1.2984304428, propagate_forward_time: 72.0734100342, propagate_backward_time: 107.2832412720, weight_update_time: 0.1633227170, other_time: 8.1282119751
epoch time: 16.2398662567s, input_fired_time: 0.2211320102, output_fired_time: 0.0000000000, propagate_forward_time: 14.4423732758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5763607025
validation[          , genome  6672] predictions:    9707/  10000 (97.07%), best:    9762/10000 (97.62%), error:       986.27039, best error:       783.09851 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 191.7906646729s, input_fired_time: 2.0056436062, output_fired_time: 1.2878139019, propagate_forward_time: 72.4573059082, propagate_backward_time: 107.8498382568, weight_update_time: 0.1640853435, other_time: 8.1900634766
epoch time: 16.2321243286s, input_fired_time: 0.2210529745, output_fired_time: 0.0000000000, propagate_forward_time: 14.4400873184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5709848404
validation[          , genome  6672] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       733.32996, best error:       733.32996 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 191.0758056641s, input_fired_time: 2.0569174290, output_fired_time: 1.2885538340, propagate_forward_time: 72.2345046997, propagate_backward_time: 107.2681732178, weight_update_time: 0.1629272848, other_time: 8.2276535034
epoch time: 16.3484210968s, input_fired_time: 0.2239226252, output_fired_time: 0.0000000000, propagate_forward_time: 14.5449695587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5795288086
validation[          , genome  6672] predictions:    9744/  10000 (97.44%), best:    9784/10000 (97.84%), error:       856.29138, best error:       733.32996 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 191.3190917969s, input_fired_time: 2.1172575951, output_fired_time: 1.3238557577, propagate_forward_time: 72.0717086792, propagate_backward_time: 107.5897369385, weight_update_time: 0.1672967374, other_time: 8.2165298462
epoch time: 16.3614597321s, input_fired_time: 0.2228404880, output_fired_time: 0.0000000000, propagate_forward_time: 14.5326747894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6059436798
validation[          , genome  6672] predictions:    9766/  10000 (97.66%), best:    9784/10000 (97.84%), error:       784.74255, best error:       733.32996 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 191.4167022705s, input_fired_time: 2.0425117016, output_fired_time: 1.3090589046, propagate_forward_time: 72.2957534790, propagate_backward_time: 107.5871810913, weight_update_time: 0.1629955173, other_time: 8.1822052002
epoch time: 16.2062110901s, input_fired_time: 0.2224411368, output_fired_time: 0.0000000000, propagate_forward_time: 14.4222936630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5614767075
validation[          , genome  6672] predictions:    9762/  10000 (97.62%), best:    9784/10000 (97.84%), error:       792.54541, best error:       733.32996 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 191.6155853271s, input_fired_time: 2.0402617455, output_fired_time: 1.2885755301, propagate_forward_time: 72.3620223999, propagate_backward_time: 107.7608108521, weight_update_time: 0.1671104729, other_time: 8.1639099121
epoch time: 16.3761730194s, input_fired_time: 0.2223679721, output_fired_time: 0.0000000000, propagate_forward_time: 14.5455360413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6082687378
validation[          , genome  6672] predictions:    9755/  10000 (97.55%), best:    9784/10000 (97.84%), error:       805.80493, best error:       733.32996 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 191.8090209961s, input_fired_time: 2.0374619961, output_fired_time: 1.2927075624, propagate_forward_time: 72.4077606201, propagate_backward_time: 107.8740463257, weight_update_time: 0.1634198427, other_time: 8.1970443726
epoch time: 16.6859016418s, input_fired_time: 0.2334249467, output_fired_time: 0.0000000000, propagate_forward_time: 14.8600692749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5924072266
validation[          , genome  6672] predictions:    9778/  10000 (97.78%), best:    9784/10000 (97.84%), error:       748.62622, best error:       733.32996 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 192.2323303223s, input_fired_time: 2.0516972542, output_fired_time: 1.3687574863, propagate_forward_time: 72.8085479736, propagate_backward_time: 107.8464813232, weight_update_time: 0.1662520468, other_time: 8.1568450928
epoch time: 16.3163242340s, input_fired_time: 0.2237483710, output_fired_time: 0.0000000000, propagate_forward_time: 14.5031785965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5893964767
validation[          , genome  6672] predictions:    9750/  10000 (97.50%), best:    9784/10000 (97.84%), error:       827.00769, best error:       733.32996 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 191.6626281738s, input_fired_time: 2.0909152031, output_fired_time: 1.2988111973, propagate_forward_time: 72.7601928711, propagate_backward_time: 107.3080368042, weight_update_time: 0.1719578952, other_time: 8.2046737671
epoch time: 16.3180828094s, input_fired_time: 0.2246336639, output_fired_time: 0.0000000000, propagate_forward_time: 14.5219249725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5715236664
validation[          , genome  6672] predictions:    9756/  10000 (97.56%), best:    9784/10000 (97.84%), error:       766.84766, best error:       733.32996 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 191.4286193848s, input_fired_time: 2.0248327255, output_fired_time: 1.2909774780, propagate_forward_time: 72.8010864258, propagate_backward_time: 107.1568756104, weight_update_time: 0.1634394974, other_time: 8.1548614502
epoch time: 16.4354381561s, input_fired_time: 0.2219870985, output_fired_time: 0.0000000000, propagate_forward_time: 14.6404962540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5729551315
validation[          , genome  6672] predictions:    9751/  10000 (97.51%), best:    9784/10000 (97.84%), error:       812.39386, best error:       733.32996 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 191.2738037109s, input_fired_time: 2.0190470219, output_fired_time: 1.2995005846, propagate_forward_time: 72.0645370483, propagate_backward_time: 107.5540161133, weight_update_time: 0.1635231674, other_time: 8.3367080688
epoch time: 16.1538467407s, input_fired_time: 0.2329856902, output_fired_time: 0.0000000000, propagate_forward_time: 14.3383789062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5824823380
validation[          , genome  6672] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       718.74310, best error:       718.74310 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 191.9418334961s, input_fired_time: 2.1187303066, output_fired_time: 1.3117345572, propagate_forward_time: 72.8574218750, propagate_backward_time: 107.4786453247, weight_update_time: 0.1635747850, other_time: 8.1753005981
epoch time: 16.2490653992s, input_fired_time: 0.2235344797, output_fired_time: 0.0000000000, propagate_forward_time: 14.4575004578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5680313110
validation[          , genome  6672] predictions:    9755/  10000 (97.55%), best:    9798/10000 (97.98%), error:       796.15332, best error:       718.74310 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 191.8821716309s, input_fired_time: 2.1016657352, output_fired_time: 1.3516581059, propagate_forward_time: 72.3064498901, propagate_backward_time: 107.9127120972, weight_update_time: 0.1639379859, other_time: 8.2096862793
epoch time: 16.1447467804s, input_fired_time: 0.2251560092, output_fired_time: 0.0000000000, propagate_forward_time: 14.3638830185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5557079315
validation[          , genome  6672] predictions:    9771/  10000 (97.71%), best:    9798/10000 (97.98%), error:       803.02460, best error:       718.74310 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 191.1284484863s, input_fired_time: 2.0610625744, output_fired_time: 1.3103625774, propagate_forward_time: 72.2793960571, propagate_backward_time: 107.3141784668, weight_update_time: 0.1639126241, other_time: 8.1634445190
epoch time: 16.4198207855s, input_fired_time: 0.2255279422, output_fired_time: 0.0000000000, propagate_forward_time: 14.5885314941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6057605743
validation[          , genome  6672] predictions:    9786/  10000 (97.86%), best:    9798/10000 (97.98%), error:       758.98468, best error:       718.74310 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 192.1275329590s, input_fired_time: 2.0496671200, output_fired_time: 1.3036942482, propagate_forward_time: 72.3239440918, propagate_backward_time: 108.3181762695, weight_update_time: 0.1638450325, other_time: 8.1320495605
epoch time: 16.2983779907s, input_fired_time: 0.2301393002, output_fired_time: 0.0000000000, propagate_forward_time: 14.4630012512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6052379608
validation[          , genome  6672] predictions:    9735/  10000 (97.35%), best:    9798/10000 (97.98%), error:       864.87872, best error:       718.74310 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 191.9987182617s, input_fired_time: 2.0684282780, output_fired_time: 1.3072246313, propagate_forward_time: 72.3195800781, propagate_backward_time: 108.0567092896, weight_update_time: 0.1721848249, other_time: 8.2467727661
epoch time: 16.3527622223s, input_fired_time: 0.2337181866, output_fired_time: 0.0000000000, propagate_forward_time: 14.5328922272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5861511230
validation[          , genome  6672] predictions:    9778/  10000 (97.78%), best:    9798/10000 (97.98%), error:       725.14496, best error:       718.74310 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 191.7725524902s, input_fired_time: 2.0521078110, output_fired_time: 1.2864063978, propagate_forward_time: 72.3479232788, propagate_backward_time: 107.8467254639, weight_update_time: 0.1633557379, other_time: 8.2393875122
epoch time: 16.3426971436s, input_fired_time: 0.2259938419, output_fired_time: 0.0000000000, propagate_forward_time: 14.5439195633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5727834702
validation[          , genome  6672] predictions:    9785/  10000 (97.85%), best:    9798/10000 (97.98%), error:       738.16241, best error:       718.74310 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 191.7186737061s, input_fired_time: 2.0406758785, output_fired_time: 1.3042085171, propagate_forward_time: 72.1452789307, propagate_backward_time: 108.0111312866, weight_update_time: 0.1636488140, other_time: 8.2173690796
epoch time: 16.2262306213s, input_fired_time: 0.2275839895, output_fired_time: 0.0000000000, propagate_forward_time: 14.4347429276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5639038086
validation[          , genome  6672] predictions:    9777/  10000 (97.77%), best:    9798/10000 (97.98%), error:       737.75970, best error:       718.74310 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 191.3913269043s, input_fired_time: 2.1215066910, output_fired_time: 1.3003958464, propagate_forward_time: 72.4192657471, propagate_backward_time: 107.4196777344, weight_update_time: 0.1633566469, other_time: 8.1304779053
epoch time: 16.4632301331s, input_fired_time: 0.2349070609, output_fired_time: 0.0000000000, propagate_forward_time: 14.6062326431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6220903397
validation[          , genome  6672] predictions:    9754/  10000 (97.54%), best:    9798/10000 (97.98%), error:       837.84332, best error:       718.74310 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 191.8569335938s, input_fired_time: 2.0659673214, output_fired_time: 1.3019337654, propagate_forward_time: 72.7100830078, propagate_backward_time: 107.5466690063, weight_update_time: 0.1674963236, other_time: 8.2322769165
epoch time: 16.4785518646s, input_fired_time: 0.2372519076, output_fired_time: 0.0000000000, propagate_forward_time: 14.6605911255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5807094574
validation[          , genome  6672] predictions:    9761/  10000 (97.61%), best:    9798/10000 (97.98%), error:       791.15479, best error:       718.74310 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 191.9447174072s, input_fired_time: 2.1187779903, output_fired_time: 1.2945219278, propagate_forward_time: 72.3127136230, propagate_backward_time: 107.8340606689, weight_update_time: 0.1635798216, other_time: 8.3846435547
epoch time: 16.6098670959s, input_fired_time: 0.2451187670, output_fired_time: 0.0000000000, propagate_forward_time: 14.6416091919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7231388092
validation[          , genome  6672] predictions:    9756/  10000 (97.56%), best:    9798/10000 (97.98%), error:       847.64752, best error:       718.74310 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 191.7167510986s, input_fired_time: 2.0924568176, output_fired_time: 1.3023190498, propagate_forward_time: 72.5609359741, propagate_backward_time: 107.5118408203, weight_update_time: 0.1637677550, other_time: 8.2491989136
epoch time: 16.4384574890s, input_fired_time: 0.2281868160, output_fired_time: 0.0000000000, propagate_forward_time: 14.6000051498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6102647781
validation[          , genome  6672] predictions:    9718/  10000 (97.18%), best:    9798/10000 (97.98%), error:       895.74182, best error:       718.74310 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 191.6555023193s, input_fired_time: 2.0490818024, output_fired_time: 1.2999047041, propagate_forward_time: 72.3095779419, propagate_backward_time: 107.7795715332, weight_update_time: 0.1714767367, other_time: 8.2173538208
epoch time: 16.1050472260s, input_fired_time: 0.2221994102, output_fired_time: 0.0000000000, propagate_forward_time: 14.2995615005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5832862854
validation[          , genome  6672] predictions:    9754/  10000 (97.54%), best:    9798/10000 (97.98%), error:       813.62012, best error:       718.74310 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 191.4458465576s, input_fired_time: 2.0740830898, output_fired_time: 1.3073308468, propagate_forward_time: 72.2318115234, propagate_backward_time: 107.5156860352, weight_update_time: 0.1637363583, other_time: 8.3169403076
epoch time: 16.4834232330s, input_fired_time: 0.2328891307, output_fired_time: 0.0000000000, propagate_forward_time: 14.6064004898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6441335678
validation[          , genome  6672] predictions:    9761/  10000 (97.61%), best:    9798/10000 (97.98%), error:       837.07227, best error:       718.74310 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 191.8865356445s, input_fired_time: 2.1348061562, output_fired_time: 1.2975171804, propagate_forward_time: 72.6367263794, propagate_backward_time: 107.5754013062, weight_update_time: 0.1633658856, other_time: 8.2420806885
epoch time: 16.2397518158s, input_fired_time: 0.2271275073, output_fired_time: 0.0000000000, propagate_forward_time: 14.4372901917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5753345490
validation[          , genome  6672] predictions:    9736/  10000 (97.36%), best:    9798/10000 (97.98%), error:       827.17285, best error:       718.74310 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 191.0644683838s, input_fired_time: 2.0542960167, output_fired_time: 1.2777334452, propagate_forward_time: 71.8904571533, propagate_backward_time: 107.6374130249, weight_update_time: 0.1622428000, other_time: 8.2045669556
epoch time: 16.4563732147s, input_fired_time: 0.2264968008, output_fired_time: 0.0000000000, propagate_forward_time: 14.6448183060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5850572586
validation[          , genome  6672] predictions:    9722/  10000 (97.22%), best:    9798/10000 (97.98%), error:       892.41107, best error:       718.74310 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 191.4862670898s, input_fired_time: 2.0381717682, output_fired_time: 1.3004698753, propagate_forward_time: 72.0097427368, propagate_backward_time: 108.0144119263, weight_update_time: 0.1636799276, other_time: 8.1234588623
epoch time: 16.4901542664s, input_fired_time: 0.2338044494, output_fired_time: 0.0000000000, propagate_forward_time: 14.6397590637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6165904999
validation[          , genome  6672] predictions:    9743/  10000 (97.43%), best:    9798/10000 (97.98%), error:       869.15918, best error:       718.74310 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 191.8406524658s, input_fired_time: 2.0578541756, output_fired_time: 1.3081096411, propagate_forward_time: 72.0842895508, propagate_backward_time: 108.0428619385, weight_update_time: 0.1625177860, other_time: 8.3475341797
epoch time: 16.3962306976s, input_fired_time: 0.2372065336, output_fired_time: 0.0000000000, propagate_forward_time: 14.5652914047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5937318802
validation[          , genome  6672] predictions:    9729/  10000 (97.29%), best:    9798/10000 (97.98%), error:       875.21118, best error:       718.74310 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 191.3105621338s, input_fired_time: 2.0540728569, output_fired_time: 1.3200300932, propagate_forward_time: 72.0598754883, propagate_backward_time: 107.7273406982, weight_update_time: 0.1662182063, other_time: 8.1492462158
epoch time: 16.2542667389s, input_fired_time: 0.2279588133, output_fired_time: 0.0000000000, propagate_forward_time: 14.4357757568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5905323029
validation[          , genome  6672] predictions:    9768/  10000 (97.68%), best:    9798/10000 (97.98%), error:       797.14154, best error:       718.74310 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 191.0426788330s, input_fired_time: 2.0652506351, output_fired_time: 1.3060663939, propagate_forward_time: 72.3769760132, propagate_backward_time: 107.0859985352, weight_update_time: 0.1622517556, other_time: 8.2083969116
epoch time: 16.2427902222s, input_fired_time: 0.2292497307, output_fired_time: 0.0000000000, propagate_forward_time: 14.4567470551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5567932129
validation[          , genome  6672] predictions:    9723/  10000 (97.23%), best:    9798/10000 (97.98%), error:       946.38770, best error:       718.74310 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 191.1195983887s, input_fired_time: 2.0463869572, output_fired_time: 1.3282231092, propagate_forward_time: 72.3040161133, propagate_backward_time: 107.2468109131, weight_update_time: 0.1633039266, other_time: 8.1941680908
epoch time: 16.3937549591s, input_fired_time: 0.2286627740, output_fired_time: 0.0000000000, propagate_forward_time: 14.5995693207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5655231476
validation[          , genome  6672] predictions:    9753/  10000 (97.53%), best:    9798/10000 (97.98%), error:       800.65930, best error:       718.74310 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 190.7842407227s, input_fired_time: 2.1069338322, output_fired_time: 1.2846031189, propagate_forward_time: 72.0363006592, propagate_backward_time: 107.1104354858, weight_update_time: 0.1626911014, other_time: 8.2459640503
epoch time: 16.2710227966s, input_fired_time: 0.2286872566, output_fired_time: 0.0000000000, propagate_forward_time: 14.4714488983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5708866119
validation[          , genome  6672] predictions:    9771/  10000 (97.71%), best:    9798/10000 (97.98%), error:       784.50305, best error:       718.74310 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 191.5910186768s, input_fired_time: 2.0742404461, output_fired_time: 1.2952094078, propagate_forward_time: 72.3090133667, propagate_backward_time: 107.7392807007, weight_update_time: 0.1628603488, other_time: 8.1732788086
epoch time: 16.3424663544s, input_fired_time: 0.2312712222, output_fired_time: 0.0000000000, propagate_forward_time: 14.5431947708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5679998398
validation[          , genome  6672] predictions:    9773/  10000 (97.73%), best:    9798/10000 (97.98%), error:       763.45575, best error:       718.74310 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 190.7922058105s, input_fired_time: 2.0849270821, output_fired_time: 1.3226652145, propagate_forward_time: 72.4444046021, propagate_backward_time: 106.8219375610, weight_update_time: 0.1627186835, other_time: 8.1182708740
epoch time: 16.2404861450s, input_fired_time: 0.2291041911, output_fired_time: 0.0000000000, propagate_forward_time: 14.4073629379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6040182114
validation[          , genome  6672] predictions:    9790/  10000 (97.90%), best:    9798/10000 (97.98%), error:       748.31329, best error:       718.74310 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 191.2967987061s, input_fired_time: 2.1233026981, output_fired_time: 1.3247405291, propagate_forward_time: 72.1820678711, propagate_backward_time: 107.4460220337, weight_update_time: 0.1634188741, other_time: 8.2206649780
epoch time: 16.1493968964s, input_fired_time: 0.2259015888, output_fired_time: 0.0000000000, propagate_forward_time: 14.3369054794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5865898132
validation[          , genome  6672] predictions:    9745/  10000 (97.45%), best:    9798/10000 (97.98%), error:       861.21960, best error:       718.74310 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 190.9656066895s, input_fired_time: 2.0825955868, output_fired_time: 1.2988063097, propagate_forward_time: 71.9270706177, propagate_backward_time: 107.4470748901, weight_update_time: 0.1630562544, other_time: 8.2100524902
epoch time: 16.2399730682s, input_fired_time: 0.2287668735, output_fired_time: 0.0000000000, propagate_forward_time: 14.4279766083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5832290649
validation[          , genome  6672] predictions:    9765/  10000 (97.65%), best:    9798/10000 (97.98%), error:       791.52344, best error:       718.74310 on epoch:    41, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 193.3219757080s, input_fired_time: 2.0905170441, output_fired_time: 1.3077667952, propagate_forward_time: 72.9875030518, propagate_backward_time: 108.6227951050, weight_update_time: 0.1670330018, other_time: 8.3133926392
epoch time: 16.5279464722s, input_fired_time: 0.2272772640, output_fired_time: 0.0000000000, propagate_forward_time: 14.6989154816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6017532349
validation[          , genome  6672] predictions:    9774/  10000 (97.74%), best:    9798/10000 (97.98%), error:       766.17499, best error:       718.74310 on epoch:    41, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 194.6915588379s, input_fired_time: 2.1653912067, output_fired_time: 1.3344026804, propagate_forward_time: 73.4027175903, propagate_backward_time: 109.4314270020, weight_update_time: 0.1644865274, other_time: 8.3576278687
epoch time: 16.4866962433s, input_fired_time: 0.2305366695, output_fired_time: 0.0000000000, propagate_forward_time: 14.6327533722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6234054565
validation[          , genome  6672] predictions:    9750/  10000 (97.50%), best:    9798/10000 (97.98%), error:       852.05859, best error:       718.74310 on epoch:    41, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 191.7554779053s, input_fired_time: 2.0631928444, output_fired_time: 1.2983552217, propagate_forward_time: 72.3019409180, propagate_backward_time: 107.8712005615, weight_update_time: 0.1632791758, other_time: 8.2207946777
epoch time: 16.2590332031s, input_fired_time: 0.2292857021, output_fired_time: 0.0000000000, propagate_forward_time: 14.4260492325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6036977768
validation[          , genome  6672] predictions:    9745/  10000 (97.45%), best:    9798/10000 (97.98%), error:       845.69403, best error:       718.74310 on epoch:    41, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 191.2875671387s, input_fired_time: 2.0668587685, output_fired_time: 1.3051884174, propagate_forward_time: 72.3267211914, propagate_backward_time: 107.4126358032, weight_update_time: 0.1638481021, other_time: 8.1761550903
epoch time: 16.3086280823s, input_fired_time: 0.2470062077, output_fired_time: 0.0000000000, propagate_forward_time: 14.4905233383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5710992813
validation[          , genome  6672] predictions:    9776/  10000 (97.76%), best:    9798/10000 (97.98%), error:       793.95966, best error:       718.74310 on epoch:    41, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 190.5460968018s, input_fired_time: 2.0668087006, output_fired_time: 1.3454123735, propagate_forward_time: 71.6443023682, propagate_backward_time: 107.2758712769, weight_update_time: 0.1642350405, other_time: 8.2137069702
epoch time: 16.3590717316s, input_fired_time: 0.2331684530, output_fired_time: 0.0000000000, propagate_forward_time: 14.5480165482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5778875351
validation[          , genome  6672] predictions:    9772/  10000 (97.72%), best:    9798/10000 (97.98%), error:       823.73840, best error:       718.74310 on epoch:    41, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 191.2420501709s, input_fired_time: 2.1069290638, output_fired_time: 1.3141709566, propagate_forward_time: 72.0471954346, propagate_backward_time: 107.5602416992, weight_update_time: 0.1674813330, other_time: 8.2135009766
epoch time: 16.4549808502s, input_fired_time: 0.2491089702, output_fired_time: 0.0000000000, propagate_forward_time: 14.6271257401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5787458420
validation[          , genome  6672] predictions:    9768/  10000 (97.68%), best:    9798/10000 (97.98%), error:       775.38153, best error:       718.74310 on epoch:    41, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 191.3916320801s, input_fired_time: 2.0845327377, output_fired_time: 1.3241199255, propagate_forward_time: 72.4926223755, propagate_backward_time: 107.2977676392, weight_update_time: 0.1753239930, other_time: 8.1925811768
epoch time: 16.3082790375s, input_fired_time: 0.2337087393, output_fired_time: 0.0000000000, propagate_forward_time: 14.5103130341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5642566681
validation[          , genome  6672] predictions:    9760/  10000 (97.60%), best:    9798/10000 (97.98%), error:       819.83575, best error:       718.74310 on epoch:    41, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 191.6490631104s, input_fired_time: 2.1098942757, output_fired_time: 1.2915477753, propagate_forward_time: 72.4754486084, propagate_backward_time: 107.6119689941, weight_update_time: 0.1639415473, other_time: 8.1602020264
epoch time: 16.2525959015s, input_fired_time: 0.2349912375, output_fired_time: 0.0000000000, propagate_forward_time: 14.4456758499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5719289780
validation[          , genome  6672] predictions:    9765/  10000 (97.65%), best:    9798/10000 (97.98%), error:       801.31506, best error:       718.74310 on epoch:    41, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 191.7403869629s, input_fired_time: 2.0808255672, output_fired_time: 1.2973837852, propagate_forward_time: 72.4420089722, propagate_backward_time: 107.7410354614, weight_update_time: 0.1636958718, other_time: 8.1791381836
epoch time: 16.3595218658s, input_fired_time: 0.2353171855, output_fired_time: 0.0000000000, propagate_forward_time: 14.5510797501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5731248856
validation[          , genome  6672] predictions:    9749/  10000 (97.49%), best:    9798/10000 (97.98%), error:       855.38177, best error:       718.74310 on epoch:    41, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 190.9750518799s, input_fired_time: 2.0896415710, output_fired_time: 1.2940547466, propagate_forward_time: 71.9296417236, propagate_backward_time: 107.4878616333, weight_update_time: 0.1643396020, other_time: 8.1738510132
epoch time: 16.1733303070s, input_fired_time: 0.2349610478, output_fired_time: 0.0000000000, propagate_forward_time: 14.3631134033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5752553940
validation[          , genome  6672] predictions:    9769/  10000 (97.69%), best:    9798/10000 (97.98%), error:       774.93439, best error:       718.74310 on epoch:    41, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 191.7540283203s, input_fired_time: 2.0825419426, output_fired_time: 1.3020180464, propagate_forward_time: 72.8294982910, propagate_backward_time: 107.4143447876, weight_update_time: 0.1637000889, other_time: 8.1256332397
epoch time: 16.2949123383s, input_fired_time: 0.2334025651, output_fired_time: 0.0000000000, propagate_forward_time: 14.4753074646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5862026215
validation[          , genome  6672] predictions:    9771/  10000 (97.71%), best:    9798/10000 (97.98%), error:       763.50861, best error:       718.74310 on epoch:    41, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 191.3457794189s, input_fired_time: 2.0838994980, output_fired_time: 1.3059055805, propagate_forward_time: 72.5932846069, propagate_backward_time: 107.1263732910, weight_update_time: 0.1630799919, other_time: 8.2363204956
epoch time: 16.4417743683s, input_fired_time: 0.2381998450, output_fired_time: 0.0000000000, propagate_forward_time: 14.6088981628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5946769714
validation[          , genome  6672] predictions:    9743/  10000 (97.43%), best:    9798/10000 (97.98%), error:       863.95209, best error:       718.74310 on epoch:    41, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 191.9039306641s, input_fired_time: 2.0823497772, output_fired_time: 1.2971432209, propagate_forward_time: 72.4350967407, propagate_backward_time: 107.8993301392, weight_update_time: 0.1643666774, other_time: 8.1900024414
epoch time: 16.5446987152s, input_fired_time: 0.2353336811, output_fired_time: 0.0000000000, propagate_forward_time: 14.7400627136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5693016052
validation[          , genome  6672] predictions:    9767/  10000 (97.67%), best:    9798/10000 (97.98%), error:       802.81293, best error:       718.74310 on epoch:    41, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 191.1203155518s, input_fired_time: 2.0928134918, output_fired_time: 1.2928729057, propagate_forward_time: 72.0905151367, propagate_backward_time: 107.4181442261, weight_update_time: 0.1636012942, other_time: 8.2259597778
epoch time: 16.3968200684s, input_fired_time: 0.2451631725, output_fired_time: 0.0000000000, propagate_forward_time: 14.5833177567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5683393478
validation[          , genome  6672] predictions:    9753/  10000 (97.53%), best:    9798/10000 (97.98%), error:       863.91833, best error:       718.74310 on epoch:    41, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 192.2324829102s, input_fired_time: 2.1370918751, output_fired_time: 1.2961344719, propagate_forward_time: 72.5496139526, propagate_backward_time: 107.9950408936, weight_update_time: 0.1629154384, other_time: 8.2546157837
epoch time: 16.2300224304s, input_fired_time: 0.2422534376, output_fired_time: 0.0000000000, propagate_forward_time: 14.4302940369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5574750900
validation[          , genome  6672] predictions:    9777/  10000 (97.77%), best:    9798/10000 (97.98%), error:       773.37695, best error:       718.74310 on epoch:    41, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 191.2713317871s, input_fired_time: 2.0716695786, output_fired_time: 1.3003400564, propagate_forward_time: 72.5099182129, propagate_backward_time: 107.1212921143, weight_update_time: 0.1635157168, other_time: 8.2681121826
epoch time: 16.2387142181s, input_fired_time: 0.2343756706, output_fired_time: 0.0000000000, propagate_forward_time: 14.4036712646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6006679535
validation[          , genome  6672] predictions:    9732/  10000 (97.32%), best:    9798/10000 (97.98%), error:       887.42340, best error:       718.74310 on epoch:    41, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 191.2831573486s, input_fired_time: 2.0931022167, output_fired_time: 1.2933679819, propagate_forward_time: 72.3281250000, propagate_backward_time: 107.4147491455, weight_update_time: 0.1637478322, other_time: 8.1538085938
epoch time: 16.3267879486s, input_fired_time: 0.2355489433, output_fired_time: 0.0000000000, propagate_forward_time: 14.4633178711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6279220581
validation[          , genome  6672] predictions:    9757/  10000 (97.57%), best:    9798/10000 (97.98%), error:       823.12097, best error:       718.74310 on epoch:    41, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 190.8916931152s, input_fired_time: 2.0785324574, output_fired_time: 1.2933518887, propagate_forward_time: 72.0928192139, propagate_backward_time: 107.2862548828, weight_update_time: 0.1633527130, other_time: 8.1407318115
epoch time: 16.2683982849s, input_fired_time: 0.2414697856, output_fired_time: 0.0000000000, propagate_forward_time: 14.4627838135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5641441345
validation[          , genome  6672] predictions:    9788/  10000 (97.88%), best:    9798/10000 (97.98%), error:       726.53735, best error:       718.74310 on epoch:    41, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 191.3800354004s, input_fired_time: 2.1275069714, output_fired_time: 1.3134034872, propagate_forward_time: 72.1840972900, propagate_backward_time: 107.5490570068, weight_update_time: 0.1623253822, other_time: 8.2059783936
epoch time: 16.4061222076s, input_fired_time: 0.2352016121, output_fired_time: 0.0000000000, propagate_forward_time: 14.5924930573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5784282684
validation[          , genome  6672] predictions:    9785/  10000 (97.85%), best:    9798/10000 (97.98%), error:       739.01068, best error:       718.74310 on epoch:    41, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 191.3777618408s, input_fired_time: 2.0947210789, output_fired_time: 1.3098663092, propagate_forward_time: 72.3185348511, propagate_backward_time: 107.4360961914, weight_update_time: 0.1626622528, other_time: 8.2185440063
epoch time: 16.2561340332s, input_fired_time: 0.2394873500, output_fired_time: 0.0000000000, propagate_forward_time: 14.4296255112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5870218277
validation[          , genome  6672] predictions:    9751/  10000 (97.51%), best:    9798/10000 (97.98%), error:       822.42932, best error:       718.74310 on epoch:    41, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 191.6152954102s, input_fired_time: 2.1091356277, output_fired_time: 1.3113950491, propagate_forward_time: 72.2913589478, propagate_backward_time: 107.6765136719, weight_update_time: 0.1636469364, other_time: 8.2268905640
epoch time: 16.2657718658s, input_fired_time: 0.2431616187, output_fired_time: 0.0000000000, propagate_forward_time: 14.4482622147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5743474960
validation[          , genome  6672] predictions:    9774/  10000 (97.74%), best:    9798/10000 (97.98%), error:       797.08368, best error:       718.74310 on epoch:    41, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 191.6743316650s, input_fired_time: 2.1036992073, output_fired_time: 1.2980976105, propagate_forward_time: 72.3600387573, propagate_backward_time: 107.7255554199, weight_update_time: 0.1677616984, other_time: 8.1869430542
epoch time: 16.2784461975s, input_fired_time: 0.2430996299, output_fired_time: 0.0000000000, propagate_forward_time: 14.4659805298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5693664551
validation[          , genome  6672] predictions:    9749/  10000 (97.49%), best:    9798/10000 (97.98%), error:       813.34497, best error:       718.74310 on epoch:    41, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 191.4403228760s, input_fired_time: 2.1015613079, output_fired_time: 1.2910288572, propagate_forward_time: 72.2715911865, propagate_backward_time: 107.5779876709, weight_update_time: 0.1635759175, other_time: 8.1981506348
epoch time: 16.4769001007s, input_fired_time: 0.2366829515, output_fired_time: 0.0000000000, propagate_forward_time: 14.6537599564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5864572525
validation[          , genome  6672] predictions:    9680/  10000 (96.80%), best:    9798/10000 (97.98%), error:      1115.83643, best error:       718.74310 on epoch:    41, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 191.5334472656s, input_fired_time: 2.1013395786, output_fired_time: 1.3188941479, propagate_forward_time: 72.5937728882, propagate_backward_time: 107.3895950317, weight_update_time: 0.1641888916, other_time: 8.1298522949
epoch time: 16.3149471283s, input_fired_time: 0.2370829731, output_fired_time: 0.0000000000, propagate_forward_time: 14.5028114319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5750522614
validation[          , genome  6672] predictions:    9775/  10000 (97.75%), best:    9798/10000 (97.98%), error:       747.24420, best error:       718.74310 on epoch:    41, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 191.4414825439s, input_fired_time: 2.1026287079, output_fired_time: 1.3310483694, propagate_forward_time: 72.2537460327, propagate_backward_time: 107.5829391479, weight_update_time: 0.1632461995, other_time: 8.1711120605
epoch time: 16.4524726868s, input_fired_time: 0.2402254194, output_fired_time: 0.0000000000, propagate_forward_time: 14.6235733032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5886745453
validation[          , genome  6672] predictions:    9783/  10000 (97.83%), best:    9798/10000 (97.98%), error:       745.86646, best error:       718.74310 on epoch:    41, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 191.9608459473s, input_fired_time: 2.1004855633, output_fired_time: 1.3158766031, propagate_forward_time: 72.4490280151, propagate_backward_time: 107.8473129272, weight_update_time: 0.1631685942, other_time: 8.2481536865
epoch time: 16.3641319275s, input_fired_time: 0.2320743799, output_fired_time: 0.0000000000, propagate_forward_time: 14.5675706863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5644865036
validation[          , genome  6672] predictions:    9635/  10000 (96.35%), best:    9798/10000 (97.98%), error:      1172.58301, best error:       718.74310 on epoch:    41, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 191.1555786133s, input_fired_time: 2.1350018978, output_fired_time: 1.3181259632, propagate_forward_time: 72.1646728516, propagate_backward_time: 107.3310317993, weight_update_time: 0.1629758924, other_time: 8.2067489624
epoch time: 16.4550514221s, input_fired_time: 0.2326762378, output_fired_time: 0.0000000000, propagate_forward_time: 14.6165828705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6057929993
validation[          , genome  6672] predictions:    9678/  10000 (96.78%), best:    9798/10000 (97.98%), error:      1028.22754, best error:       718.74310 on epoch:    41, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 191.4485321045s, input_fired_time: 2.0982646942, output_fired_time: 1.2931431532, propagate_forward_time: 72.2507629395, propagate_backward_time: 107.5501174927, weight_update_time: 0.1677781790, other_time: 8.2562484741
epoch time: 16.2560024261s, input_fired_time: 0.2316703796, output_fired_time: 0.0000000000, propagate_forward_time: 14.4487543106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5755777359
validation[          , genome  6672] predictions:    9776/  10000 (97.76%), best:    9798/10000 (97.98%), error:       779.06036, best error:       718.74310 on epoch:    41, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 190.6329956055s, input_fired_time: 2.1271131039, output_fired_time: 1.2903120518, propagate_forward_time: 71.7941970825, propagate_backward_time: 107.2401657104, weight_update_time: 0.1622590572, other_time: 8.1812133789
epoch time: 16.0909442902s, input_fired_time: 0.2331339270, output_fired_time: 0.0000000000, propagate_forward_time: 14.3086290359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5491809845
validation[          , genome  6672] predictions:    9766/  10000 (97.66%), best:    9798/10000 (97.98%), error:       788.28998, best error:       718.74310 on epoch:    41, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 191.0691528320s, input_fired_time: 2.0848846436, output_fired_time: 1.3072113991, propagate_forward_time: 72.1334915161, propagate_backward_time: 107.3557434082, weight_update_time: 0.1631095260, other_time: 8.1878280640
epoch time: 16.4169578552s, input_fired_time: 0.2369458377, output_fired_time: 0.0000000000, propagate_forward_time: 14.5773048401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6027069092
validation[          , genome  6672] predictions:    9781/  10000 (97.81%), best:    9798/10000 (97.98%), error:       769.27148, best error:       718.74310 on epoch:    41, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 191.3564758301s, input_fired_time: 2.0998394489, output_fired_time: 1.2987282276, propagate_forward_time: 72.4784774780, propagate_backward_time: 107.3197250366, weight_update_time: 0.1888770610, other_time: 8.1597137451
epoch time: 16.3631877899s, input_fired_time: 0.2517488301, output_fired_time: 0.0000000000, propagate_forward_time: 14.5313262939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5801124573
validation[          , genome  6672] predictions:    9786/  10000 (97.86%), best:    9798/10000 (97.98%), error:       742.62360, best error:       718.74310 on epoch:    41, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 191.1057586670s, input_fired_time: 2.0862276554, output_fired_time: 1.3094762564, propagate_forward_time: 72.4054718018, propagate_backward_time: 107.1999130249, weight_update_time: 0.1636489779, other_time: 8.1046676636
epoch time: 16.5557937622s, input_fired_time: 0.2391206175, output_fired_time: 0.0000000000, propagate_forward_time: 14.6680707932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6486024857
validation[          , genome  6672] predictions:    9751/  10000 (97.51%), best:    9798/10000 (97.98%), error:       838.91565, best error:       718.74310 on epoch:    41, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 191.3263854980s, input_fired_time: 2.1154141426, output_fired_time: 1.2789529562, propagate_forward_time: 72.5683212280, propagate_backward_time: 107.2419509888, weight_update_time: 0.1629244685, other_time: 8.1217498779
epoch time: 16.4363822937s, input_fired_time: 0.2423264235, output_fired_time: 0.0000000000, propagate_forward_time: 14.6123332977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5817222595
validation[          , genome  6672] predictions:    9771/  10000 (97.71%), best:    9798/10000 (97.98%), error:       770.44049, best error:       718.74310 on epoch:    41, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 191.3447570801s, input_fired_time: 2.1075322628, output_fired_time: 1.3000245094, propagate_forward_time: 72.2438888550, propagate_backward_time: 107.5853576660, weight_update_time: 0.1713287234, other_time: 8.1079635620
epoch time: 16.3835544586s, input_fired_time: 0.2390629798, output_fired_time: 0.0000000000, propagate_forward_time: 14.5614824295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5830087662
validation[          , genome  6672] predictions:    9773/  10000 (97.73%), best:    9798/10000 (97.98%), error:       763.09009, best error:       718.74310 on epoch:    41, 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: 81.8177642822s, input_fired_time: 1.1365003586, output_fired_time: 0.0000000000, propagate_forward_time: 72.8147506714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.8665161133
best training[          , genome  6672] predictions:   49486/  50000 (98.97%), best:    9798/10000 (97.98%), error:      1866.40234, best error:       718.74310 on epoch:    41, 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: 16.5896320343s, input_fired_time: 0.2232374549, output_fired_time: 0.0000000000, propagate_forward_time: 14.5102643967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8561296463
   testing[          , genome  6672] predictions:    9792/  10000 (97.92%), best:    9798/10000 (97.98%), error:       695.34271, best error:       718.74310 on epoch:    41, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:17:11 (13517): called boinc_finish(0)

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