Nameexact_genome_1512568488_43_7107_0
Workunit2606853
Created7 Dec 2017, 23:55:25 UTC
Sent8 Dec 2017, 0:03:47 UTC
Report deadline19 Dec 2017, 10:52:19 UTC
Received8 Dec 2017, 15:17:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time4 hours 29 min 35 sec
CPU time4 hours 29 min 35 sec
Validate stateValid
Credit2,862.59
Device peak FLOPS3.74 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.15 MB
Peak swap size153.40 MB
Peak disk usage1.22 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
5.8057174683, weight_update_time: 0.1106951609, other_time: 2.6126022339
epoch time: 10.2757406235s, input_fired_time: 0.1539057046, output_fired_time: 0.0000000000, propagate_forward_time: 9.6788129807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430217743
validation[          , genome  7107] predictions:    9697/  10000 (96.97%), best:    9716/10000 (97.16%), error:       982.31482, best error:       893.84314 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 134.6510620117s, input_fired_time: 1.4189523458, output_fired_time: 0.9424000978, propagate_forward_time: 51.3535194397, propagate_backward_time: 78.3266372681, weight_update_time: 0.1116692871, other_time: 2.6095657349
epoch time: 11.1237354279s, input_fired_time: 0.1560103446, output_fired_time: 0.0000000000, propagate_forward_time: 10.5176639557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500608444
validation[          , genome  7107] predictions:    9685/  10000 (96.85%), best:    9716/10000 (97.16%), error:       966.73230, best error:       893.84314 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 140.4028015137s, input_fired_time: 1.4229404926, output_fired_time: 0.9805625677, propagate_forward_time: 53.3364257812, propagate_backward_time: 82.0480041504, weight_update_time: 0.1121624038, other_time: 2.6148681641
epoch time: 10.9406185150s, input_fired_time: 0.1549206376, output_fired_time: 0.0000000000, propagate_forward_time: 10.3366022110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490957260
validation[          , genome  7107] predictions:    9671/  10000 (96.71%), best:    9716/10000 (97.16%), error:      1064.90015, best error:       893.84314 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 152.1439971924s, input_fired_time: 1.5138208866, output_fired_time: 1.0447586775, propagate_forward_time: 58.2874870300, propagate_backward_time: 88.4943618774, weight_update_time: 0.1191176251, other_time: 2.8035659790
epoch time: 11.3013286591s, input_fired_time: 0.1574407816, output_fired_time: 0.0000000000, propagate_forward_time: 10.6877756119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4561119080
validation[          , genome  7107] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       864.23328, best error:       864.23328 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 162.3457794189s, input_fired_time: 1.5508662462, output_fired_time: 1.0947523117, propagate_forward_time: 62.0416679382, propagate_backward_time: 94.7640304565, weight_update_time: 0.1260766536, other_time: 2.8944473267
epoch time: 11.1229686737s, input_fired_time: 0.1561430693, output_fired_time: 0.0000000000, propagate_forward_time: 10.5187635422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4480619431
validation[          , genome  7107] predictions:    9696/  10000 (96.96%), best:    9734/10000 (97.34%), error:       994.07172, best error:       864.23328 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 147.2416076660s, input_fired_time: 1.4909784794, output_fired_time: 1.0145463943, propagate_forward_time: 56.1873664856, propagate_backward_time: 85.7979507446, weight_update_time: 0.1193611696, other_time: 2.7507705688
epoch time: 10.8826141357s, input_fired_time: 0.1691394597, output_fired_time: 0.0000000000, propagate_forward_time: 10.2483806610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650936127
validation[          , genome  7107] predictions:    9731/  10000 (97.31%), best:    9734/10000 (97.34%), error:       879.75146, best error:       864.23328 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 149.3815765381s, input_fired_time: 1.5081373453, output_fired_time: 1.0171872377, propagate_forward_time: 56.9280509949, propagate_backward_time: 87.2312164307, weight_update_time: 0.1196867004, other_time: 2.6969909668
epoch time: 14.5183506012s, input_fired_time: 0.1859168112, output_fired_time: 0.0000000000, propagate_forward_time: 13.8020553589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5303783417
validation[          , genome  7107] predictions:    9691/  10000 (96.91%), best:    9734/10000 (97.34%), error:       951.96051, best error:       864.23328 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 159.8973999023s, input_fired_time: 1.5719094276, output_fired_time: 1.0669670105, propagate_forward_time: 61.1410713196, propagate_backward_time: 93.3173065186, weight_update_time: 0.1264405549, other_time: 2.8001403809
epoch time: 11.8344068527s, input_fired_time: 0.1694365144, output_fired_time: 0.0000000000, propagate_forward_time: 11.1912899017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4736804962
validation[          , genome  7107] predictions:    9712/  10000 (97.12%), best:    9734/10000 (97.34%), error:       896.20728, best error:       864.23328 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 144.6315765381s, input_fired_time: 1.4869406223, output_fired_time: 0.9865255356, propagate_forward_time: 55.4318389893, propagate_backward_time: 84.0662155151, weight_update_time: 0.1158594936, other_time: 2.6600570679
epoch time: 10.2273988724s, input_fired_time: 0.1516302079, output_fired_time: 0.0000000000, propagate_forward_time: 9.6545734406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211950302
validation[          , genome  7107] predictions:    9732/  10000 (97.32%), best:    9734/10000 (97.34%), error:       922.07111, best error:       864.23328 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 153.3823394775s, input_fired_time: 1.5235745907, output_fired_time: 1.0414824486, propagate_forward_time: 58.9102096558, propagate_backward_time: 89.2379150391, weight_update_time: 0.1206040159, other_time: 2.6691513062
epoch time: 13.3365774155s, input_fired_time: 0.1762420982, output_fired_time: 0.0000000000, propagate_forward_time: 12.6599969864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003385544
validation[          , genome  7107] predictions:    9731/  10000 (97.31%), best:    9734/10000 (97.34%), error:       874.22046, best error:       864.23328 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 152.7991943359s, input_fired_time: 1.5113426447, output_fired_time: 1.0419052839, propagate_forward_time: 58.2564239502, propagate_backward_time: 89.2352294922, weight_update_time: 0.1197423488, other_time: 2.7543029785
epoch time: 13.8418016434s, input_fired_time: 0.1805715561, output_fired_time: 0.0000000000, propagate_forward_time: 13.1294565201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5317735672
validation[          , genome  7107] predictions:    9715/  10000 (97.15%), best:    9734/10000 (97.34%), error:       879.23956, best error:       864.23328 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 143.2669677734s, input_fired_time: 1.4393311739, output_fired_time: 0.9804273844, propagate_forward_time: 54.8263244629, propagate_backward_time: 83.4763488770, weight_update_time: 0.1105153263, other_time: 2.5445404053
epoch time: 11.7359380722s, input_fired_time: 0.1599101722, output_fired_time: 0.0000000000, propagate_forward_time: 11.0992345810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4767932892
validation[          , genome  7107] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       843.92847, best error:       843.92847 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 143.5001525879s, input_fired_time: 1.4508241415, output_fired_time: 0.9809786677, propagate_forward_time: 54.9544258118, propagate_backward_time: 83.5749588013, weight_update_time: 0.1109362543, other_time: 2.5389785767
epoch time: 11.2244882584s, input_fired_time: 0.1549536586, output_fired_time: 0.0000000000, propagate_forward_time: 10.6310348511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4384994507
validation[          , genome  7107] predictions:    9714/  10000 (97.14%), best:    9740/10000 (97.40%), error:       949.45197, best error:       843.92847 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 155.1030578613s, input_fired_time: 1.5131655931, output_fired_time: 1.0451102257, propagate_forward_time: 59.3485908508, propagate_backward_time: 90.5354843140, weight_update_time: 0.1186109930, other_time: 2.6607131958
epoch time: 10.8979606628s, input_fired_time: 0.1523519009, output_fired_time: 0.0000000000, propagate_forward_time: 10.3183755875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272327423
validation[          , genome  7107] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       808.44482, best error:       808.44482 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 140.1277770996s, input_fired_time: 1.4462138414, output_fired_time: 0.9684648514, propagate_forward_time: 53.5789222717, propagate_backward_time: 81.6023483276, weight_update_time: 0.1111784726, other_time: 2.5318374634
epoch time: 10.2468023300s, input_fired_time: 0.1540561318, output_fired_time: 0.0000000000, propagate_forward_time: 9.6648693085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278764725
validation[          , genome  7107] predictions:    9745/  10000 (97.45%), best:    9741/10000 (97.41%), error:       823.46881, best error:       808.44482 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 157.9818725586s, input_fired_time: 1.5405962467, output_fired_time: 1.0627441406, propagate_forward_time: 60.4452400208, propagate_backward_time: 92.2390518188, weight_update_time: 0.1222678423, other_time: 2.6942367554
epoch time: 14.4601907730s, input_fired_time: 0.1927806735, output_fired_time: 0.0000000000, propagate_forward_time: 13.7288017273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386085510
validation[          , genome  7107] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       735.26196, best error:       735.26196 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 168.7778015137s, input_fired_time: 1.6179797649, output_fired_time: 1.1183387041, propagate_forward_time: 64.5868759155, propagate_backward_time: 98.5933303833, weight_update_time: 0.1307265908, other_time: 2.8612823486
epoch time: 10.2661399841s, input_fired_time: 0.1537513286, output_fired_time: 0.0000000000, propagate_forward_time: 9.6869802475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254083633
validation[          , genome  7107] predictions:    9735/  10000 (97.35%), best:    9780/10000 (97.80%), error:       820.16254, best error:       735.26196 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 126.4225234985s, input_fired_time: 1.4010312557, output_fired_time: 0.8986847997, propagate_forward_time: 48.0469818115, propagate_backward_time: 73.6101150513, weight_update_time: 0.1074920297, other_time: 2.4657135010
epoch time: 10.2629337311s, input_fired_time: 0.1547201723, output_fired_time: 0.0000000000, propagate_forward_time: 9.6751337051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330797195
validation[          , genome  7107] predictions:    9717/  10000 (97.17%), best:    9780/10000 (97.80%), error:       893.33746, best error:       735.26196 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 152.5168457031s, input_fired_time: 1.5185816288, output_fired_time: 1.0349276066, propagate_forward_time: 58.1328430176, propagate_backward_time: 89.1079788208, weight_update_time: 0.1196023077, other_time: 2.7225112915
epoch time: 11.1887521744s, input_fired_time: 0.1549708247, output_fired_time: 0.0000000000, propagate_forward_time: 10.5545110703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792699814
validation[          , genome  7107] predictions:    9748/  10000 (97.48%), best:    9780/10000 (97.80%), error:       817.57550, best error:       735.26196 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 153.6870727539s, input_fired_time: 1.5139745474, output_fired_time: 1.0397332907, propagate_forward_time: 58.6718673706, propagate_backward_time: 89.5716018677, weight_update_time: 0.1179255545, other_time: 2.8898925781
epoch time: 11.2925338745s, input_fired_time: 0.1560571343, output_fired_time: 0.0000000000, propagate_forward_time: 10.6888866425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4475898743
validation[          , genome  7107] predictions:    9681/  10000 (96.81%), best:    9780/10000 (97.80%), error:       990.43176, best error:       735.26196 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 158.0012817383s, input_fired_time: 1.5282564163, output_fired_time: 1.0634884834, propagate_forward_time: 60.2503776550, propagate_backward_time: 92.4128265381, weight_update_time: 0.1210405529, other_time: 2.7463226318
epoch time: 14.1182289124s, input_fired_time: 0.1855202913, output_fired_time: 0.0000000000, propagate_forward_time: 13.4115819931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5211267471
validation[          , genome  7107] predictions:    9727/  10000 (97.27%), best:    9780/10000 (97.80%), error:       877.25800, best error:       735.26196 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 158.2158508301s, input_fired_time: 1.5299699306, output_fired_time: 1.0576317310, propagate_forward_time: 60.3360404968, propagate_backward_time: 92.5575180054, weight_update_time: 0.1219627112, other_time: 2.7346878052
epoch time: 11.2754497528s, input_fired_time: 0.1566434652, output_fired_time: 0.0000000000, propagate_forward_time: 10.6776971817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4411087036
validation[          , genome  7107] predictions:    9747/  10000 (97.47%), best:    9780/10000 (97.80%), error:       817.40967, best error:       735.26196 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 135.1937713623s, input_fired_time: 1.3941038847, output_fired_time: 0.9374375343, propagate_forward_time: 51.4515571594, propagate_backward_time: 79.0129623413, weight_update_time: 0.1064321697, other_time: 2.3977127075
epoch time: 10.8485450745s, input_fired_time: 0.1525955498, output_fired_time: 0.0000000000, propagate_forward_time: 10.2713718414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245777130
validation[          , genome  7107] predictions:    9764/  10000 (97.64%), best:    9780/10000 (97.80%), error:       770.34796, best error:       735.26196 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 135.0180969238s, input_fired_time: 1.3965480328, output_fired_time: 0.9310778975, propagate_forward_time: 51.5728378296, propagate_backward_time: 78.7523727417, weight_update_time: 0.1046822667, other_time: 2.3652648926
epoch time: 10.8654346466s, input_fired_time: 0.1529401988, output_fired_time: 0.0000000000, propagate_forward_time: 10.2886848450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238100052
validation[          , genome  7107] predictions:    9742/  10000 (97.42%), best:    9780/10000 (97.80%), error:       809.07410, best error:       735.26196 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 135.0430755615s, input_fired_time: 1.4024388790, output_fired_time: 0.9344175458, propagate_forward_time: 51.8629302979, propagate_backward_time: 78.4657669067, weight_update_time: 0.1053854078, other_time: 2.3775253296
epoch time: 10.8578386307s, input_fired_time: 0.1523533463, output_fired_time: 0.0000000000, propagate_forward_time: 10.2799234390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255619049
validation[          , genome  7107] predictions:    9747/  10000 (97.47%), best:    9780/10000 (97.80%), error:       804.36932, best error:       735.26196 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 134.9533386230s, input_fired_time: 1.4017715454, output_fired_time: 0.9305446148, propagate_forward_time: 51.7196426392, propagate_backward_time: 78.5356979370, weight_update_time: 0.1048454940, other_time: 2.3656921387
epoch time: 10.8546476364s, input_fired_time: 0.1536751688, output_fired_time: 0.0000000000, propagate_forward_time: 10.2781934738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227790833
validation[          , genome  7107] predictions:    9764/  10000 (97.64%), best:    9780/10000 (97.80%), error:       780.46802, best error:       735.26196 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 136.3483734131s, input_fired_time: 1.4070130587, output_fired_time: 0.9397798181, propagate_forward_time: 51.8502769470, propagate_backward_time: 79.7537841797, weight_update_time: 0.1067777127, other_time: 2.3975219727
epoch time: 12.4720363617s, input_fired_time: 0.1732389778, output_fired_time: 0.0000000000, propagate_forward_time: 11.8149375916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838600159
validation[          , genome  7107] predictions:    9728/  10000 (97.28%), best:    9780/10000 (97.80%), error:       856.91370, best error:       735.26196 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 153.7264556885s, input_fired_time: 1.5355705023, output_fired_time: 1.0328649282, propagate_forward_time: 58.7493553162, propagate_backward_time: 89.6704788208, weight_update_time: 0.1203838661, other_time: 2.7381820679
epoch time: 11.4354009628s, input_fired_time: 0.1585781872, output_fired_time: 0.0000000000, propagate_forward_time: 10.8170537949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4597692490
validation[          , genome  7107] predictions:    9705/  10000 (97.05%), best:    9780/10000 (97.80%), error:       872.54724, best error:       735.26196 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 155.2375488281s, input_fired_time: 1.5271869898, output_fired_time: 1.0437729359, propagate_forward_time: 59.2157440186, propagate_backward_time: 90.7441787720, weight_update_time: 0.1197380051, other_time: 2.7066574097
epoch time: 14.3868417740s, input_fired_time: 0.1877649277, output_fired_time: 0.0000000000, propagate_forward_time: 13.6654539108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336227417
validation[          , genome  7107] predictions:    9732/  10000 (97.32%), best:    9780/10000 (97.80%), error:       829.17816, best error:       735.26196 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 162.2300872803s, input_fired_time: 1.5700055361, output_fired_time: 1.0871423483, propagate_forward_time: 62.1280860901, propagate_backward_time: 94.6937026978, weight_update_time: 0.1243600324, other_time: 2.7511520386
epoch time: 13.8215456009s, input_fired_time: 0.1881152540, output_fired_time: 0.0000000000, propagate_forward_time: 13.1145420074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5188884735
validation[          , genome  7107] predictions:    9742/  10000 (97.42%), best:    9780/10000 (97.80%), error:       802.45801, best error:       735.26196 on epoch:    29, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 149.9053955078s, input_fired_time: 1.4960291386, output_fired_time: 1.0120720863, propagate_forward_time: 57.5274734497, propagate_backward_time: 87.2848587036, weight_update_time: 0.1154046655, other_time: 2.5849609375
epoch time: 11.8191318512s, input_fired_time: 0.1629629433, output_fired_time: 0.0000000000, propagate_forward_time: 11.2053346634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4508342743
validation[          , genome  7107] predictions:    9751/  10000 (97.51%), best:    9780/10000 (97.80%), error:       831.94910, best error:       735.26196 on epoch:    29, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 169.6822509766s, input_fired_time: 1.6420872211, output_fired_time: 1.1266870499, propagate_forward_time: 64.9219131470, propagate_backward_time: 99.0810775757, weight_update_time: 0.1320351064, other_time: 2.9104766846
epoch time: 12.0287694931s, input_fired_time: 0.1643361151, output_fired_time: 0.0000000000, propagate_forward_time: 11.4086589813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557743073
validation[          , genome  7107] predictions:    9728/  10000 (97.28%), best:    9780/10000 (97.80%), error:       837.15607, best error:       735.26196 on epoch:    29, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 135.2286224365s, input_fired_time: 1.4066522121, output_fired_time: 0.9387822747, propagate_forward_time: 51.6066284180, propagate_backward_time: 78.8937683105, weight_update_time: 0.1062034965, other_time: 2.3827972412
epoch time: 11.0993356705s, input_fired_time: 0.1557223797, output_fired_time: 0.0000000000, propagate_forward_time: 10.5140380859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4295749664
validation[          , genome  7107] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       675.36298, best error:       675.36298 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 135.4158020020s, input_fired_time: 1.4097892046, output_fired_time: 0.9335733056, propagate_forward_time: 51.8983421326, propagate_backward_time: 78.8056945801, weight_update_time: 0.1059959978, other_time: 2.3683929443
epoch time: 11.0262956619s, input_fired_time: 0.1551000029, output_fired_time: 0.0000000000, propagate_forward_time: 10.4450368881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261589050
validation[          , genome  7107] predictions:    9743/  10000 (97.43%), best:    9788/10000 (97.88%), error:       801.94666, best error:       675.36298 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 141.7869415283s, input_fired_time: 1.4488928318, output_fired_time: 0.9728744030, propagate_forward_time: 54.2857475281, propagate_backward_time: 82.6154479980, weight_update_time: 0.1105002612, other_time: 2.4639739990
epoch time: 10.8764724731s, input_fired_time: 0.1533268243, output_fired_time: 0.0000000000, propagate_forward_time: 10.2989330292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4242124557
validation[          , genome  7107] predictions:    9766/  10000 (97.66%), best:    9788/10000 (97.88%), error:       756.04303, best error:       675.36298 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 141.4499359131s, input_fired_time: 1.4407498837, output_fired_time: 0.9711848497, propagate_forward_time: 53.7778816223, propagate_backward_time: 82.7883682251, weight_update_time: 0.1100180671, other_time: 2.4717483521
epoch time: 12.2304735184s, input_fired_time: 0.1686319411, output_fired_time: 0.0000000000, propagate_forward_time: 11.5803985596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4814434052
validation[          , genome  7107] predictions:    9766/  10000 (97.66%), best:    9788/10000 (97.88%), error:       737.66870, best error:       675.36298 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 155.2989807129s, input_fired_time: 1.5318930149, output_fired_time: 1.0488528013, propagate_forward_time: 59.3103637695, propagate_backward_time: 90.6992568970, weight_update_time: 0.1189833730, other_time: 2.7086105347
epoch time: 11.1585369110s, input_fired_time: 0.1568748206, output_fired_time: 0.0000000000, propagate_forward_time: 10.5642747879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373874664
validation[          , genome  7107] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       673.98083, best error:       673.98083 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 153.6975250244s, input_fired_time: 1.5295888186, output_fired_time: 1.0428013802, propagate_forward_time: 58.8008689880, propagate_backward_time: 89.6788101196, weight_update_time: 0.1174286753, other_time: 2.6454544067
epoch time: 11.1003675461s, input_fired_time: 0.1566054970, output_fired_time: 0.0000000000, propagate_forward_time: 10.5079526901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358091354
validation[          , genome  7107] predictions:    9744/  10000 (97.44%), best:    9786/10000 (97.86%), error:       837.79669, best error:       673.98083 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 147.2954254150s, input_fired_time: 1.4941669703, output_fired_time: 1.0001674891, propagate_forward_time: 56.5101394653, propagate_backward_time: 85.7144775391, weight_update_time: 0.1147193313, other_time: 2.5764694214
epoch time: 10.8995008469s, input_fired_time: 0.1548410356, output_fired_time: 0.0000000000, propagate_forward_time: 10.3182067871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4264526367
validation[          , genome  7107] predictions:    9779/  10000 (97.79%), best:    9786/10000 (97.86%), error:       717.20709, best error:       673.98083 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 136.1333465576s, input_fired_time: 1.4190183878, output_fired_time: 0.9383926392, propagate_forward_time: 52.1563491821, propagate_backward_time: 79.1923217773, weight_update_time: 0.1066903621, other_time: 2.4272689819
epoch time: 10.8113222122s, input_fired_time: 0.1526627839, output_fired_time: 0.0000000000, propagate_forward_time: 10.2329969406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4256620407
validation[          , genome  7107] predictions:    9758/  10000 (97.58%), best:    9786/10000 (97.86%), error:       774.74377, best error:       673.98083 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 134.9015045166s, input_fired_time: 1.4044930935, output_fired_time: 0.9322603941, propagate_forward_time: 51.4894523621, propagate_backward_time: 78.6817779541, weight_update_time: 0.1051738188, other_time: 2.3935089111
epoch time: 10.9516057968s, input_fired_time: 0.1558502913, output_fired_time: 0.0000000000, propagate_forward_time: 10.3610143661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347410202
validation[          , genome  7107] predictions:    9710/  10000 (97.10%), best:    9786/10000 (97.86%), error:       917.81482, best error:       673.98083 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 151.4512786865s, input_fired_time: 1.5018082857, output_fired_time: 1.0228213072, propagate_forward_time: 57.7896881104, propagate_backward_time: 88.5191497803, weight_update_time: 0.1179353893, other_time: 2.6177978516
epoch time: 10.4400405884s, input_fired_time: 0.1566428542, output_fired_time: 0.0000000000, propagate_forward_time: 9.8506584167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327392578
validation[          , genome  7107] predictions:    9752/  10000 (97.52%), best:    9786/10000 (97.86%), error:       769.72473, best error:       673.98083 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 134.3714904785s, input_fired_time: 1.3902953863, output_fired_time: 0.9340302348, propagate_forward_time: 51.1476974487, propagate_backward_time: 78.5363464355, weight_update_time: 0.1050174385, other_time: 2.3631210327
epoch time: 10.8296813965s, input_fired_time: 0.1544394344, output_fired_time: 0.0000000000, propagate_forward_time: 10.2517070770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235353470
validation[          , genome  7107] predictions:    9778/  10000 (97.78%), best:    9786/10000 (97.86%), error:       731.46704, best error:       673.98083 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 144.2953796387s, input_fired_time: 1.4571173191, output_fired_time: 0.9878515601, propagate_forward_time: 55.1583213806, propagate_backward_time: 84.2076034546, weight_update_time: 0.1115407273, other_time: 2.4844741821
epoch time: 11.1632843018s, input_fired_time: 0.1578337699, output_fired_time: 0.0000000000, propagate_forward_time: 10.5604839325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449663162
validation[          , genome  7107] predictions:    9767/  10000 (97.67%), best:    9786/10000 (97.86%), error:       753.65033, best error:       673.98083 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 170.2477569580s, input_fired_time: 1.6192140579, output_fired_time: 1.1252003908, propagate_forward_time: 65.1867294312, propagate_backward_time: 99.3880691528, weight_update_time: 0.1292688698, other_time: 2.9285430908
epoch time: 14.5332736969s, input_fired_time: 0.1909538656, output_fired_time: 0.0000000000, propagate_forward_time: 13.8018178940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5405015945
validation[          , genome  7107] predictions:    9780/  10000 (97.80%), best:    9786/10000 (97.86%), error:       704.07617, best error:       673.98083 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 160.4068298340s, input_fired_time: 1.5663456917, output_fired_time: 1.0782972574, propagate_forward_time: 61.6703262329, propagate_backward_time: 93.3486938477, weight_update_time: 0.1227298677, other_time: 2.7431716919
epoch time: 12.3939905167s, input_fired_time: 0.1697634012, output_fired_time: 0.0000000000, propagate_forward_time: 11.7474355698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4767913818
validation[          , genome  7107] predictions:    9737/  10000 (97.37%), best:    9786/10000 (97.86%), error:       786.95801, best error:       673.98083 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 145.0069732666s, input_fired_time: 1.4714201689, output_fired_time: 0.9876773953, propagate_forward_time: 55.5288276672, propagate_backward_time: 84.4922027588, weight_update_time: 0.1125826314, other_time: 2.5268554688
epoch time: 11.1573352814s, input_fired_time: 0.1580158919, output_fired_time: 0.0000000000, propagate_forward_time: 10.5692319870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4300870895
validation[          , genome  7107] predictions:    9768/  10000 (97.68%), best:    9786/10000 (97.86%), error:       750.76801, best error:       673.98083 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 151.4456481934s, input_fired_time: 1.5115113258, output_fired_time: 1.0269432068, propagate_forward_time: 58.0015563965, propagate_backward_time: 88.2960281372, weight_update_time: 0.1171294749, other_time: 2.6096115112
epoch time: 10.9521980286s, input_fired_time: 0.1563234925, output_fired_time: 0.0000000000, propagate_forward_time: 10.3607225418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4351520538
validation[          , genome  7107] predictions:    9691/  10000 (96.91%), best:    9786/10000 (97.86%), error:      1026.62390, best error:       673.98083 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 148.3583068848s, input_fired_time: 1.5050745010, output_fired_time: 1.0074892044, propagate_forward_time: 56.6545333862, propagate_backward_time: 86.6160430908, weight_update_time: 0.1154027209, other_time: 2.5751571655
epoch time: 14.5584926605s, input_fired_time: 0.2008213699, output_fired_time: 0.0000000000, propagate_forward_time: 13.8126058578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5450658798
validation[          , genome  7107] predictions:    9767/  10000 (97.67%), best:    9786/10000 (97.86%), error:       748.41455, best error:       673.98083 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 147.6114349365s, input_fired_time: 1.5331073999, output_fired_time: 1.0084232092, propagate_forward_time: 56.4045486450, propagate_backward_time: 85.9911346436, weight_update_time: 0.1171690449, other_time: 2.6742172241
epoch time: 11.3360977173s, input_fired_time: 0.1689869165, output_fired_time: 0.0000000000, propagate_forward_time: 10.7102918625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4568185806
validation[          , genome  7107] predictions:    9716/  10000 (97.16%), best:    9786/10000 (97.86%), error:       870.49353, best error:       673.98083 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 134.0338287354s, input_fired_time: 1.4546579123, output_fired_time: 0.9350537062, propagate_forward_time: 50.9351730347, propagate_backward_time: 78.1828308105, weight_update_time: 0.1098868623, other_time: 2.5261154175
epoch time: 10.6627674103s, input_fired_time: 0.1547739953, output_fired_time: 0.0000000000, propagate_forward_time: 10.0850591660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229345322
validation[          , genome  7107] predictions:    9781/  10000 (97.81%), best:    9786/10000 (97.86%), error:       733.69232, best error:       673.98083 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 141.3935394287s, input_fired_time: 1.4721560478, output_fired_time: 0.9682213068, propagate_forward_time: 54.3058433533, propagate_backward_time: 82.1581192017, weight_update_time: 0.1108941808, other_time: 2.4892044067
epoch time: 10.8887920380s, input_fired_time: 0.1587560624, output_fired_time: 0.0000000000, propagate_forward_time: 10.3042860031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257497787
validation[          , genome  7107] predictions:    9743/  10000 (97.43%), best:    9786/10000 (97.86%), error:       799.10431, best error:       673.98083 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 141.8322906494s, input_fired_time: 1.4928646088, output_fired_time: 0.9748244286, propagate_forward_time: 54.2401847839, propagate_backward_time: 82.5289535522, weight_update_time: 0.1126683801, other_time: 2.5954666138
epoch time: 10.9448299408s, input_fired_time: 0.1591832638, output_fired_time: 0.0000000000, propagate_forward_time: 10.3398828506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457635880
validation[          , genome  7107] predictions:    9780/  10000 (97.80%), best:    9786/10000 (97.86%), error:       715.76880, best error:       673.98083 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 159.2625427246s, input_fired_time: 1.5668735504, output_fired_time: 1.0700852871, propagate_forward_time: 60.7396202087, propagate_backward_time: 93.1298141479, weight_update_time: 0.1216734052, other_time: 2.7561416626
epoch time: 11.1984987259s, input_fired_time: 0.1605701596, output_fired_time: 0.0000000000, propagate_forward_time: 10.5937566757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4441719055
validation[          , genome  7107] predictions:    9764/  10000 (97.64%), best:    9786/10000 (97.86%), error:       768.27026, best error:       673.98083 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 159.0737609863s, input_fired_time: 1.5602194071, output_fired_time: 1.0643874407, propagate_forward_time: 60.6969375610, propagate_backward_time: 93.0475463867, weight_update_time: 0.1214847937, other_time: 2.7046585083
epoch time: 10.2577714920s, input_fired_time: 0.1623659879, output_fired_time: 0.0000000000, propagate_forward_time: 9.6599922180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354133606
validation[          , genome  7107] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       669.65948, best error:       669.65948 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 155.8285064697s, input_fired_time: 1.5483124256, output_fired_time: 1.0472069979, propagate_forward_time: 59.8355522156, propagate_backward_time: 90.7312240601, weight_update_time: 0.1198830754, other_time: 2.6662063599
epoch time: 10.9672746658s, input_fired_time: 0.1585866362, output_fired_time: 0.0000000000, propagate_forward_time: 10.3767919540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318962097
validation[          , genome  7107] predictions:    9794/  10000 (97.94%), best:    9797/10000 (97.97%), error:       693.83521, best error:       669.65948 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 149.7562561035s, input_fired_time: 1.5368236303, output_fired_time: 1.0176440477, propagate_forward_time: 57.2990226746, propagate_backward_time: 87.2700424194, weight_update_time: 0.1184556410, other_time: 2.6327285767
epoch time: 10.4038219452s, input_fired_time: 0.1636911929, output_fired_time: 0.0000000000, propagate_forward_time: 9.8048477173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4352827072
validation[          , genome  7107] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       664.87469, best error:       664.87469 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 141.3086090088s, input_fired_time: 1.5218603611, output_fired_time: 0.9715217352, propagate_forward_time: 53.8027343750, propagate_backward_time: 82.3618774414, weight_update_time: 0.1163716540, other_time: 2.6506042480
epoch time: 11.5327873230s, input_fired_time: 0.1750821322, output_fired_time: 0.0000000000, propagate_forward_time: 10.8982162476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4594888687
validation[          , genome  7107] predictions:    9761/  10000 (97.61%), best:    9796/10000 (97.96%), error:       761.40247, best error:       664.87469 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 156.2357788086s, input_fired_time: 1.5616432428, output_fired_time: 1.0534217358, propagate_forward_time: 59.8469352722, propagate_backward_time: 91.0711822510, weight_update_time: 0.1216461435, other_time: 2.7025909424
epoch time: 13.9396028519s, input_fired_time: 0.1882853657, output_fired_time: 0.0000000000, propagate_forward_time: 13.2414779663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5098390579
validation[          , genome  7107] predictions:    9790/  10000 (97.90%), best:    9796/10000 (97.96%), error:       676.69019, best error:       664.87469 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 140.3065032959s, input_fired_time: 1.5034584999, output_fired_time: 0.9661627412, propagate_forward_time: 53.4977645874, propagate_backward_time: 81.6471862793, weight_update_time: 0.1163825169, other_time: 2.6919326782
epoch time: 14.5714559555s, input_fired_time: 0.2036079019, output_fired_time: 0.0000000000, propagate_forward_time: 13.8244009018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5434474945
validation[          , genome  7107] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       661.92023, best error:       661.92023 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 153.3221740723s, input_fired_time: 1.5538971424, output_fired_time: 1.0395251513, propagate_forward_time: 58.5552787781, propagate_backward_time: 89.4738006592, weight_update_time: 0.1204546094, other_time: 2.6996765137
epoch time: 11.6160373688s, input_fired_time: 0.1661473215, output_fired_time: 0.0000000000, propagate_forward_time: 10.9851045609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4647855759
validation[          , genome  7107] predictions:    9799/  10000 (97.99%), best:    9794/10000 (97.94%), error:       679.94220, best error:       661.92023 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 163.5013275146s, input_fired_time: 1.6043769121, output_fired_time: 1.0980528593, propagate_forward_time: 62.5113143921, propagate_backward_time: 95.4294204712, weight_update_time: 0.1260234565, other_time: 2.8581695557
epoch time: 14.5303840637s, input_fired_time: 0.1956179142, output_fired_time: 0.0000000000, propagate_forward_time: 13.7939805984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5407857895
validation[          , genome  7107] predictions:    9754/  10000 (97.54%), best:    9794/10000 (97.94%), error:       771.34082, best error:       661.92023 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 157.6044769287s, input_fired_time: 1.5808919668, output_fired_time: 1.0588703156, propagate_forward_time: 60.2994537354, propagate_backward_time: 91.9260101318, weight_update_time: 0.1227242425, other_time: 2.7392578125
epoch time: 11.1427001953s, input_fired_time: 0.1618598551, output_fired_time: 0.0000000000, propagate_forward_time: 10.5446386337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362020493
validation[          , genome  7107] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       695.13666, best error:       661.92023 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 154.7504272461s, input_fired_time: 1.5425455570, output_fired_time: 1.0418131351, propagate_forward_time: 59.2401962280, propagate_backward_time: 90.2617721558, weight_update_time: 0.1195123270, other_time: 2.6641082764
epoch time: 11.5694332123s, input_fired_time: 0.1663562804, output_fired_time: 0.0000000000, propagate_forward_time: 10.9543447495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487323761
validation[          , genome  7107] predictions:    9775/  10000 (97.75%), best:    9794/10000 (97.94%), error:       703.48798, best error:       661.92023 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 143.3056793213s, input_fired_time: 1.4846897125, output_fired_time: 0.9902024269, propagate_forward_time: 54.8977775574, propagate_backward_time: 83.3941574097, weight_update_time: 0.1127348393, other_time: 2.5388412476
epoch time: 14.2287111282s, input_fired_time: 0.2035603821, output_fired_time: 0.0000000000, propagate_forward_time: 13.4855432510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396070480
validation[          , genome  7107] predictions:    9773/  10000 (97.73%), best:    9794/10000 (97.94%), error:       758.84979, best error:       661.92023 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 139.6514434814s, input_fired_time: 1.4949291945, output_fired_time: 0.9666911960, propagate_forward_time: 53.1843376160, propagate_backward_time: 81.3745422363, weight_update_time: 0.1151207238, other_time: 2.6309356689
epoch time: 10.9355516434s, input_fired_time: 0.1588763446, output_fired_time: 0.0000000000, propagate_forward_time: 10.3405656815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361095428
validation[          , genome  7107] predictions:    9767/  10000 (97.67%), best:    9794/10000 (97.94%), error:       731.51385, best error:       661.92023 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 148.5936737061s, input_fired_time: 1.5062537193, output_fired_time: 1.0061594248, propagate_forward_time: 56.7488250732, propagate_backward_time: 86.7541351318, weight_update_time: 0.1156808361, other_time: 2.5782928467
epoch time: 10.9657077789s, input_fired_time: 0.1595785916, output_fired_time: 0.0000000000, propagate_forward_time: 10.3741245270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4320049286
validation[          , genome  7107] predictions:    9756/  10000 (97.56%), best:    9794/10000 (97.94%), error:       807.58557, best error:       661.92023 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 136.5549468994s, input_fired_time: 1.4255337715, output_fired_time: 0.9517879486, propagate_forward_time: 51.8319549561, propagate_backward_time: 79.9495468140, weight_update_time: 0.1064026356, other_time: 2.3961257935
epoch time: 10.6805973053s, input_fired_time: 0.1572084427, output_fired_time: 0.0000000000, propagate_forward_time: 10.1013793945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220094681
validation[          , genome  7107] predictions:    9770/  10000 (97.70%), best:    9794/10000 (97.94%), error:       771.21759, best error:       661.92023 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 137.4116668701s, input_fired_time: 1.4575750828, output_fired_time: 0.9572207928, propagate_forward_time: 52.4964065552, propagate_backward_time: 80.0467453003, weight_update_time: 0.1087951511, other_time: 2.4537200928
epoch time: 14.1016435623s, input_fired_time: 0.1940855235, output_fired_time: 0.0000000000, propagate_forward_time: 13.3701219559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374364853
validation[          , genome  7107] predictions:    9772/  10000 (97.72%), best:    9794/10000 (97.94%), error:       717.08081, best error:       661.92023 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 145.1996612549s, input_fired_time: 1.4907284975, output_fired_time: 0.9862308502, propagate_forward_time: 55.4314537048, propagate_backward_time: 84.6605606079, weight_update_time: 0.1132028550, other_time: 2.6306838989
epoch time: 11.2794132233s, input_fired_time: 0.1676226705, output_fired_time: 0.0000000000, propagate_forward_time: 10.6699256897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418649673
validation[          , genome  7107] predictions:    9656/  10000 (96.56%), best:    9794/10000 (97.94%), error:      1056.90820, best error:       661.92023 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 143.1681213379s, input_fired_time: 1.4927010536, output_fired_time: 0.9771685004, propagate_forward_time: 54.6792449951, propagate_backward_time: 83.4567871094, weight_update_time: 0.1119622961, other_time: 2.5622100830
epoch time: 11.2005491257s, input_fired_time: 0.1636917442, output_fired_time: 0.0000000000, propagate_forward_time: 10.5883169174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4485406876
validation[          , genome  7107] predictions:    9771/  10000 (97.71%), best:    9794/10000 (97.94%), error:       758.92554, best error:       661.92023 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 139.0322723389s, input_fired_time: 1.4672214985, output_fired_time: 0.9561138153, propagate_forward_time: 53.0931701660, propagate_backward_time: 81.0203247070, weight_update_time: 0.1093163714, other_time: 2.4954376221
epoch time: 11.0985012054s, input_fired_time: 0.1642856002, output_fired_time: 0.0000000000, propagate_forward_time: 10.4942255020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399900436
validation[          , genome  7107] predictions:    9795/  10000 (97.95%), best:    9794/10000 (97.94%), error:       663.30322, best error:       661.92023 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 166.6547393799s, input_fired_time: 1.6335678101, output_fired_time: 1.1127208471, propagate_forward_time: 63.6865081787, propagate_backward_time: 97.3905258179, weight_update_time: 0.1286613643, other_time: 2.8314285278
epoch time: 12.5454607010s, input_fired_time: 0.1859244555, output_fired_time: 0.0000000000, propagate_forward_time: 11.8685131073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4910230637
validation[          , genome  7107] predictions:    9790/  10000 (97.90%), best:    9794/10000 (97.94%), error:       674.92688, best error:       661.92023 on epoch:    73, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 164.8845214844s, input_fired_time: 1.6391849518, output_fired_time: 1.0950828791, propagate_forward_time: 63.0181846619, propagate_backward_time: 96.3196029663, weight_update_time: 0.1282095313, other_time: 2.8124618530
epoch time: 13.3551168442s, input_fired_time: 0.1856627762, output_fired_time: 0.0000000000, propagate_forward_time: 12.6708068848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986467361
validation[          , genome  7107] predictions:    9781/  10000 (97.81%), best:    9794/10000 (97.94%), error:       708.89447, best error:       661.92023 on epoch:    73, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 147.5135192871s, input_fired_time: 1.5188235044, output_fired_time: 1.0095198154, propagate_forward_time: 56.1699371338, propagate_backward_time: 86.2500762939, weight_update_time: 0.1153668389, other_time: 2.5651550293
epoch time: 11.5058021545s, input_fired_time: 0.1768593639, output_fired_time: 0.0000000000, propagate_forward_time: 10.8627662659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661769867
validation[          , genome  7107] predictions:    9786/  10000 (97.86%), best:    9794/10000 (97.94%), error:       675.78381, best error:       661.92023 on epoch:    73, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 149.4695587158s, input_fired_time: 1.5575256348, output_fired_time: 1.0145120621, propagate_forward_time: 56.9766387939, propagate_backward_time: 87.2604675293, weight_update_time: 0.1195137575, other_time: 2.6604156494
epoch time: 10.4116811752s, input_fired_time: 0.1682405919, output_fired_time: 0.0000000000, propagate_forward_time: 9.7829914093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604492188
validation[          , genome  7107] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       751.32855, best error:       661.92023 on epoch:    73, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 144.8768005371s, input_fired_time: 1.5281968117, output_fired_time: 0.9872606993, propagate_forward_time: 55.1025886536, propagate_backward_time: 84.6222305298, weight_update_time: 0.1165241599, other_time: 2.6365280151
epoch time: 13.9190378189s, input_fired_time: 0.1931994259, output_fired_time: 0.0000000000, propagate_forward_time: 13.2101602554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5156784058
validation[          , genome  7107] predictions:    9788/  10000 (97.88%), best:    9794/10000 (97.94%), error:       710.94397, best error:       661.92023 on epoch:    73, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 140.9103546143s, input_fired_time: 1.4879190922, output_fired_time: 0.9669326544, propagate_forward_time: 53.6286544800, propagate_backward_time: 82.2777633667, weight_update_time: 0.1106163859, other_time: 2.5490875244
epoch time: 10.6693305969s, input_fired_time: 0.1605032086, output_fired_time: 0.0000000000, propagate_forward_time: 10.0757627487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330644608
validation[          , genome  7107] predictions:    9745/  10000 (97.45%), best:    9794/10000 (97.94%), error:       823.59760, best error:       661.92023 on epoch:    73, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 140.7314758301s, input_fired_time: 1.4950852394, output_fired_time: 0.9659669995, propagate_forward_time: 53.7624816895, propagate_backward_time: 81.9682006836, weight_update_time: 0.1111505255, other_time: 2.5397338867
epoch time: 11.7594461441s, input_fired_time: 0.1726258546, output_fired_time: 0.0000000000, propagate_forward_time: 11.1291570663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4576635361
validation[          , genome  7107] predictions:    9755/  10000 (97.55%), best:    9794/10000 (97.94%), error:       796.83459, best error:       661.92023 on epoch:    73, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 157.2423553467s, input_fired_time: 1.5997951031, output_fired_time: 1.0626451969, propagate_forward_time: 60.0785827637, propagate_backward_time: 91.7712249756, weight_update_time: 0.1217117086, other_time: 2.7301025391
epoch time: 14.2208328247s, input_fired_time: 0.2009782642, output_fired_time: 0.0000000000, propagate_forward_time: 13.4870500565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5328044891
validation[          , genome  7107] predictions:    9775/  10000 (97.75%), best:    9794/10000 (97.94%), error:       738.79468, best error:       661.92023 on epoch:    73, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 153.6333923340s, input_fired_time: 1.5650050640, output_fired_time: 1.0386035442, propagate_forward_time: 58.8137435913, propagate_backward_time: 89.5586853027, weight_update_time: 0.1196804047, other_time: 2.6573562622
epoch time: 13.2491874695s, input_fired_time: 0.1920791417, output_fired_time: 0.0000000000, propagate_forward_time: 12.5321750641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5249328613
validation[          , genome  7107] predictions:    9703/  10000 (97.03%), best:    9794/10000 (97.94%), error:       929.00153, best error:       661.92023 on epoch:    73, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 165.2592926025s, input_fired_time: 1.6435481310, output_fired_time: 1.1012058258, propagate_forward_time: 63.3444061279, propagate_backward_time: 96.3604812622, weight_update_time: 0.1284996718, other_time: 2.8096389771
epoch time: 13.3184585571s, input_fired_time: 0.1871023476, output_fired_time: 0.0000000000, propagate_forward_time: 12.6344823837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968738556
validation[          , genome  7107] predictions:    9766/  10000 (97.66%), best:    9794/10000 (97.94%), error:       719.39142, best error:       661.92023 on epoch:    73, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 159.6809997559s, input_fired_time: 1.6199896336, output_fired_time: 1.0726670027, propagate_forward_time: 61.1114807129, propagate_backward_time: 93.1081085205, weight_update_time: 0.1254426539, other_time: 2.7687530518
epoch time: 11.5879383087s, input_fired_time: 0.1794539839, output_fired_time: 0.0000000000, propagate_forward_time: 10.9433784485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4651060104
validation[          , genome  7107] predictions:    9743/  10000 (97.43%), best:    9794/10000 (97.94%), error:       791.60999, best error:       661.92023 on epoch:    73, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 155.1163482666s, input_fired_time: 1.6159331799, output_fired_time: 1.0487693548, propagate_forward_time: 59.3021049500, propagate_backward_time: 90.3774948120, weight_update_time: 0.1251018643, other_time: 2.7720413208
epoch time: 10.4707069397s, input_fired_time: 0.1675827503, output_fired_time: 0.0000000000, propagate_forward_time: 9.8542385101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488859177
validation[          , genome  7107] predictions:    9780/  10000 (97.80%), best:    9794/10000 (97.94%), error:       718.35382, best error:       661.92023 on epoch:    73, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 150.9064941406s, input_fired_time: 1.5721906424, output_fired_time: 1.0257478952, propagate_forward_time: 57.6677398682, propagate_backward_time: 87.9497299194, weight_update_time: 0.1208171695, other_time: 2.6910934448
epoch time: 11.7278432846s, input_fired_time: 0.1731754094, output_fired_time: 0.0000000000, propagate_forward_time: 11.0991439819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555234909
validation[          , genome  7107] predictions:    9786/  10000 (97.86%), best:    9794/10000 (97.94%), error:       701.23242, best error:       661.92023 on epoch:    73, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 141.3956756592s, input_fired_time: 1.5144485235, output_fired_time: 0.9748496413, propagate_forward_time: 53.9613761902, propagate_backward_time: 82.3675537109, weight_update_time: 0.1126987711, other_time: 2.5774383545
epoch time: 11.0775365829s, input_fired_time: 0.1650732458, output_fired_time: 0.0000000000, propagate_forward_time: 10.4618654251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505977631
validation[          , genome  7107] predictions:    9772/  10000 (97.72%), best:    9794/10000 (97.94%), error:       732.39337, best error:       661.92023 on epoch:    73, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 140.5209655762s, input_fired_time: 1.4837219715, output_fired_time: 0.9628018737, propagate_forward_time: 53.6520080566, propagate_backward_time: 81.8879013062, weight_update_time: 0.1090710983, other_time: 2.5345382690
epoch time: 12.1705369949s, input_fired_time: 0.1778097004, output_fired_time: 0.0000000000, propagate_forward_time: 11.5147085190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4780187607
validation[          , genome  7107] predictions:    9713/  10000 (97.13%), best:    9794/10000 (97.94%), error:       930.93982, best error:       661.92023 on epoch:    73, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 56.1805381775s, input_fired_time: 0.8375722170, output_fired_time: 0.0000000000, propagate_forward_time: 53.0632553101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2797088623
best training[          , genome  7107] predictions:   49692/  50000 (99.38%), best:    9794/10000 (97.94%), error:      1304.92200, best error:       661.92023 on epoch:    73, 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: 11.2068147659s, input_fired_time: 0.1617704183, output_fired_time: 0.0000000000, propagate_forward_time: 10.5892829895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557609558
   testing[          , genome  7107] predictions:    9819/  10000 (98.19%), best:    9794/10000 (97.94%), error:       597.20258, best error:       661.92023 on epoch:    73, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:16:42 (42704): called boinc_finish(0)

</stderr_txt>
]]>