Nameexact_genome_1512568488_41_6283_0
Workunit2602715
Created7 Dec 2017, 19:02:46 UTC
Sent7 Dec 2017, 19:06:17 UTC
Report deadline12 Dec 2017, 5:34:15 UTC
Received8 Dec 2017, 15:13:39 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55907
Run time1 hours 55 min 10 sec
CPU time1 hours 48 min 54 sec
Validate stateValid
Credit1,109.02
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.96 MB
Peak swap size157.05 MB
Peak disk usage1.65 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
_fired_time: 0.0797772110, output_fired_time: 0.0000000000, propagate_forward_time: 4.5340447426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3182826042
validation[          , genome  6283] predictions:    9532/  10000 (95.32%), best:    9608/10000 (96.08%), error:      1602.53955, best error:      1276.09534 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 60.3370094299s, input_fired_time: 0.6492720842, output_fired_time: 0.6857451797, propagate_forward_time: 22.8133831024, propagate_backward_time: 34.3455619812, weight_update_time: 0.1204522774, other_time: 1.8430442810
epoch time: 5.0102472305s, input_fired_time: 0.0796296000, output_fired_time: 0.0000000000, propagate_forward_time: 4.6133656502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3172521591
validation[          , genome  6283] predictions:    9583/  10000 (95.83%), best:    9608/10000 (96.08%), error:      1346.58606, best error:      1276.09534 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 60.4910087585s, input_fired_time: 0.6503456831, output_fired_time: 0.6871725917, propagate_forward_time: 22.8793792725, propagate_backward_time: 34.4559249878, weight_update_time: 0.1184427515, other_time: 1.8181877136
epoch time: 5.2291445732s, input_fired_time: 0.0827882588, output_fired_time: 0.0000000000, propagate_forward_time: 4.7949447632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514113426
validation[          , genome  6283] predictions:    9646/  10000 (96.46%), best:    9646/10000 (96.46%), error:      1159.90320, best error:      1159.90320 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 60.1609420776s, input_fired_time: 0.6491501927, output_fired_time: 0.6649496555, propagate_forward_time: 22.7765922546, propagate_backward_time: 34.2267303467, weight_update_time: 0.1183410138, other_time: 1.8435173035
epoch time: 4.9236578941s, input_fired_time: 0.0807169080, output_fired_time: 0.0000000000, propagate_forward_time: 4.5251765251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3177642822
validation[          , genome  6283] predictions:    9639/  10000 (96.39%), best:    9646/10000 (96.46%), error:      1225.19897, best error:      1159.90320 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 60.9937553406s, input_fired_time: 0.6671085954, output_fired_time: 0.6635930538, propagate_forward_time: 23.1163768768, propagate_backward_time: 34.7170600891, weight_update_time: 0.1271139532, other_time: 1.8296165466
epoch time: 4.9267306328s, input_fired_time: 0.0796745345, output_fired_time: 0.0000000000, propagate_forward_time: 4.5271258354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199300766
validation[          , genome  6283] predictions:    9602/  10000 (96.02%), best:    9646/10000 (96.46%), error:      1293.84595, best error:      1159.90320 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 61.8148193359s, input_fired_time: 0.6565582752, output_fired_time: 0.6668937802, propagate_forward_time: 23.4745960236, propagate_backward_time: 35.0967102051, weight_update_time: 0.1201676503, other_time: 1.9200592041
epoch time: 5.0756201744s, input_fired_time: 0.0808502734, output_fired_time: 0.0000000000, propagate_forward_time: 4.6677975655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269724846
validation[          , genome  6283] predictions:    9607/  10000 (96.07%), best:    9646/10000 (96.46%), error:      1342.98755, best error:      1159.90320 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 61.1000938416s, input_fired_time: 0.6800306439, output_fired_time: 0.6831112504, propagate_forward_time: 23.1274528503, propagate_backward_time: 34.7922019958, weight_update_time: 0.1178924367, other_time: 1.8172950745
epoch time: 4.9395165443s, input_fired_time: 0.0795665085, output_fired_time: 0.0000000000, propagate_forward_time: 4.5397090912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3202409744
validation[          , genome  6283] predictions:    9629/  10000 (96.29%), best:    9646/10000 (96.46%), error:      1222.29907, best error:      1159.90320 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 61.6876564026s, input_fired_time: 0.6889903545, output_fired_time: 0.6910112500, propagate_forward_time: 23.2788124084, propagate_backward_time: 35.2033996582, weight_update_time: 0.1185946018, other_time: 1.8254432678
epoch time: 5.3495478630s, input_fired_time: 0.0818654746, output_fired_time: 0.0000000000, propagate_forward_time: 4.9148774147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528051376
validation[          , genome  6283] predictions:    9599/  10000 (95.99%), best:    9646/10000 (96.46%), error:      1328.74731, best error:      1159.90320 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 63.4142189026s, input_fired_time: 0.6621043086, output_fired_time: 0.7124988437, propagate_forward_time: 24.0230236053, propagate_backward_time: 36.1409225464, weight_update_time: 0.1187699735, other_time: 1.8756713867
epoch time: 4.9094610214s, input_fired_time: 0.0799806416, output_fired_time: 0.0000000000, propagate_forward_time: 4.5121784210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3173017502
validation[          , genome  6283] predictions:    9660/  10000 (96.60%), best:    9660/10000 (96.60%), error:      1153.13831, best error:      1153.13831 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 60.3185920715s, input_fired_time: 0.6636132598, output_fired_time: 0.6621546149, propagate_forward_time: 22.8635787964, propagate_backward_time: 34.3310470581, weight_update_time: 0.1250863522, other_time: 1.7981987000
epoch time: 5.0838084221s, input_fired_time: 0.0806365758, output_fired_time: 0.0000000000, propagate_forward_time: 4.6514787674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516931534
validation[          , genome  6283] predictions:    9589/  10000 (95.89%), best:    9660/10000 (96.60%), error:      1329.75562, best error:      1153.13831 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 61.5059471130s, input_fired_time: 0.6907594204, output_fired_time: 0.6755180359, propagate_forward_time: 23.2004928589, propagate_backward_time: 35.0861892700, weight_update_time: 0.1454908699, other_time: 1.8529891968
epoch time: 5.8261060715s, input_fired_time: 0.0843962952, output_fired_time: 0.0000000000, propagate_forward_time: 5.3809351921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607745171
validation[          , genome  6283] predictions:    9598/  10000 (95.98%), best:    9660/10000 (96.60%), error:      1297.49170, best error:      1153.13831 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 61.3242759705s, input_fired_time: 0.6759102345, output_fired_time: 0.6615745425, propagate_forward_time: 23.1942481995, propagate_backward_time: 34.9566917419, weight_update_time: 0.1182381436, other_time: 1.8358497620
epoch time: 4.9078183174s, input_fired_time: 0.0797520950, output_fired_time: 0.0000000000, propagate_forward_time: 4.5077018738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203644753
validation[          , genome  6283] predictions:    9617/  10000 (96.17%), best:    9660/10000 (96.60%), error:      1274.74646, best error:      1153.13831 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 61.0890502930s, input_fired_time: 0.6792222857, output_fired_time: 0.6640440226, propagate_forward_time: 23.0944232941, propagate_backward_time: 34.8345527649, weight_update_time: 0.1183872595, other_time: 1.8168067932
epoch time: 4.9302973747s, input_fired_time: 0.0804331973, output_fired_time: 0.0000000000, propagate_forward_time: 4.5324077606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3174562454
validation[          , genome  6283] predictions:    9591/  10000 (95.91%), best:    9660/10000 (96.60%), error:      1353.23486, best error:      1153.13831 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 62.9122886658s, input_fired_time: 0.6598744988, output_fired_time: 0.7297952771, propagate_forward_time: 23.8169422150, propagate_backward_time: 35.8370742798, weight_update_time: 0.1192426980, other_time: 1.8686065674
epoch time: 4.9183511734s, input_fired_time: 0.0801774561, output_fired_time: 0.0000000000, propagate_forward_time: 4.5217175484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3164563179
validation[          , genome  6283] predictions:    9644/  10000 (96.44%), best:    9660/10000 (96.60%), error:      1180.49084, best error:      1153.13831 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 60.2165641785s, input_fired_time: 0.6512034535, output_fired_time: 0.6627660990, propagate_forward_time: 22.8271579742, propagate_backward_time: 34.2822685242, weight_update_time: 0.1189218014, other_time: 1.7931709290
epoch time: 4.9509754181s, input_fired_time: 0.0799622685, output_fired_time: 0.0000000000, propagate_forward_time: 4.5521273613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3188858032
validation[          , genome  6283] predictions:    9653/  10000 (96.53%), best:    9660/10000 (96.60%), error:      1197.91626, best error:      1153.13831 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 61.4941444397s, input_fired_time: 0.7018576264, output_fired_time: 0.6681106687, propagate_forward_time: 23.3054866791, propagate_backward_time: 34.9487686157, weight_update_time: 0.1200465783, other_time: 1.8699188232
epoch time: 4.9055671692s, input_fired_time: 0.0804726705, output_fired_time: 0.0000000000, propagate_forward_time: 4.5080628395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3170318604
validation[          , genome  6283] predictions:    9657/  10000 (96.57%), best:    9660/10000 (96.60%), error:      1210.96777, best error:      1153.13831 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 62.2961158752s, input_fired_time: 0.6614536643, output_fired_time: 0.6733862162, propagate_forward_time: 23.4657726288, propagate_backward_time: 35.5531578064, weight_update_time: 0.1313693821, other_time: 1.9423484802
epoch time: 5.2015838623s, input_fired_time: 0.0816605166, output_fired_time: 0.0000000000, propagate_forward_time: 4.7369956970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3829274178
validation[          , genome  6283] predictions:    9580/  10000 (95.80%), best:    9660/10000 (96.60%), error:      1336.77344, best error:      1153.13831 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 62.0407218933s, input_fired_time: 0.6558932662, output_fired_time: 0.6997911930, propagate_forward_time: 23.4134197235, propagate_backward_time: 35.3630714417, weight_update_time: 0.1194107905, other_time: 1.9085502625
epoch time: 5.2275619507s, input_fired_time: 0.0808376372, output_fired_time: 0.0000000000, propagate_forward_time: 4.7800364494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666877747
validation[          , genome  6283] predictions:    9572/  10000 (95.72%), best:    9660/10000 (96.60%), error:      1406.41809, best error:      1153.13831 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 68.5428771973s, input_fired_time: 0.7587788701, output_fired_time: 0.7902013063, propagate_forward_time: 25.5147819519, propagate_backward_time: 39.3633117676, weight_update_time: 0.1611212641, other_time: 2.1158027649
epoch time: 5.6153583527s, input_fired_time: 0.0998156294, output_fired_time: 0.0000000000, propagate_forward_time: 5.1562194824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593230247
validation[          , genome  6283] predictions:    9623/  10000 (96.23%), best:    9660/10000 (96.60%), error:      1278.83838, best error:      1153.13831 on epoch:    22, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 61.0028877258s, input_fired_time: 0.6607859731, output_fired_time: 0.6774936914, propagate_forward_time: 23.0224990845, propagate_backward_time: 34.7888488770, weight_update_time: 0.1180623919, other_time: 1.8532600403
epoch time: 4.9233827591s, input_fired_time: 0.0816396549, output_fired_time: 0.0000000000, propagate_forward_time: 4.5226888657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3190541267
validation[          , genome  6283] predictions:    9585/  10000 (95.85%), best:    9660/10000 (96.60%), error:      1386.69189, best error:      1153.13831 on epoch:    22, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 61.7520256042s, input_fired_time: 0.7092946172, output_fired_time: 0.6673238277, propagate_forward_time: 23.3304653168, propagate_backward_time: 35.1591796875, weight_update_time: 0.1204069480, other_time: 1.8857650757
epoch time: 5.6699733734s, input_fired_time: 0.0909436047, output_fired_time: 0.0000000000, propagate_forward_time: 5.2013578415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776717186
validation[          , genome  6283] predictions:    9620/  10000 (96.20%), best:    9660/10000 (96.60%), error:      1231.94153, best error:      1153.13831 on epoch:    22, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 64.2574996948s, input_fired_time: 0.6671687365, output_fired_time: 0.7444871664, propagate_forward_time: 24.4134407043, propagate_backward_time: 36.5115127563, weight_update_time: 0.1347516328, other_time: 1.9208908081
epoch time: 4.9422650337s, input_fired_time: 0.0808726549, output_fired_time: 0.0000000000, propagate_forward_time: 4.5432977676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180947304
validation[          , genome  6283] predictions:    9640/  10000 (96.40%), best:    9660/10000 (96.60%), error:      1194.10938, best error:      1153.13831 on epoch:    22, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 63.7273025513s, input_fired_time: 0.6829851270, output_fired_time: 0.6862530708, propagate_forward_time: 24.0882244110, propagate_backward_time: 36.3560333252, weight_update_time: 0.1394437402, other_time: 1.9138107300
epoch time: 4.9169983864s, input_fired_time: 0.0808328167, output_fired_time: 0.0000000000, propagate_forward_time: 4.5191636086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3170018196
validation[          , genome  6283] predictions:    9618/  10000 (96.18%), best:    9660/10000 (96.60%), error:      1263.51392, best error:      1153.13831 on epoch:    22, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 64.0574722290s, input_fired_time: 0.7039394379, output_fired_time: 0.7167623639, propagate_forward_time: 24.2187538147, propagate_backward_time: 36.5242233276, weight_update_time: 0.1379543990, other_time: 1.8937911987
epoch time: 5.2861046791s, input_fired_time: 0.0803471133, output_fired_time: 0.0000000000, propagate_forward_time: 4.8667531013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3390045166
validation[          , genome  6283] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1124.47827, best error:      1124.47827 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 60.6064186096s, input_fired_time: 0.6869798899, output_fired_time: 0.6633688211, propagate_forward_time: 22.8925991058, propagate_backward_time: 34.5244827271, weight_update_time: 0.1377451271, other_time: 1.8389892578
epoch time: 4.9462437630s, input_fired_time: 0.0808258653, output_fired_time: 0.0000000000, propagate_forward_time: 4.5479040146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3175139427
validation[          , genome  6283] predictions:    9579/  10000 (95.79%), best:    9658/10000 (96.58%), error:      1405.31384, best error:      1124.47827 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 62.6656227112s, input_fired_time: 0.7404878139, output_fired_time: 0.6954802871, propagate_forward_time: 23.6365165710, propagate_backward_time: 35.7144088745, weight_update_time: 0.1188067570, other_time: 1.8787307739
epoch time: 7.1364727020s, input_fired_time: 0.1460603625, output_fired_time: 0.0000000000, propagate_forward_time: 6.5355696678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4548425674
validation[          , genome  6283] predictions:    9635/  10000 (96.35%), best:    9658/10000 (96.58%), error:      1142.56946, best error:      1124.47827 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 61.3403854370s, input_fired_time: 0.7106552124, output_fired_time: 0.6861420870, propagate_forward_time: 23.2612552643, propagate_backward_time: 34.8286743164, weight_update_time: 0.1186036617, other_time: 1.8536605835
epoch time: 4.9985971451s, input_fired_time: 0.0807361975, output_fired_time: 0.0000000000, propagate_forward_time: 4.5880951881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3297657967
validation[          , genome  6283] predictions:    9668/  10000 (96.68%), best:    9668/10000 (96.68%), error:      1100.93945, best error:      1100.93945 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 61.8705329895s, input_fired_time: 0.7002433538, output_fired_time: 0.6816450357, propagate_forward_time: 23.3607921600, propagate_backward_time: 35.2482414246, weight_update_time: 0.1183679029, other_time: 1.8796119690
epoch time: 4.9148540497s, input_fired_time: 0.0811455399, output_fired_time: 0.0000000000, propagate_forward_time: 4.5150208473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3186874390
validation[          , genome  6283] predictions:    9632/  10000 (96.32%), best:    9668/10000 (96.68%), error:      1188.58411, best error:      1100.93945 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 61.6166419983s, input_fired_time: 0.6576324701, output_fired_time: 0.6663617492, propagate_forward_time: 23.3352947235, propagate_backward_time: 35.1241645813, weight_update_time: 0.1182124987, other_time: 1.8331871033
epoch time: 4.9025201797s, input_fired_time: 0.0830198154, output_fired_time: 0.0000000000, propagate_forward_time: 4.5028438568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3166565895
validation[          , genome  6283] predictions:    9688/  10000 (96.88%), best:    9668/10000 (96.68%), error:      1107.18713, best error:      1100.93945 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 61.1785430908s, input_fired_time: 0.6938759089, output_fired_time: 0.6989026666, propagate_forward_time: 23.1329879761, propagate_backward_time: 34.8449440002, weight_update_time: 0.1183482930, other_time: 1.8078346252
epoch time: 4.9279365540s, input_fired_time: 0.0804062709, output_fired_time: 0.0000000000, propagate_forward_time: 4.5285263062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3190040588
validation[          , genome  6283] predictions:    9660/  10000 (96.60%), best:    9668/10000 (96.68%), error:      1127.60120, best error:      1100.93945 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 61.7290878296s, input_fired_time: 0.6547653675, output_fired_time: 0.6932460070, propagate_forward_time: 23.3897495270, propagate_backward_time: 35.1649627686, weight_update_time: 0.1178312227, other_time: 1.8263626099
epoch time: 6.4040942192s, input_fired_time: 0.1120838076, output_fired_time: 0.0000000000, propagate_forward_time: 5.9068927765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851175308
validation[          , genome  6283] predictions:    9615/  10000 (96.15%), best:    9668/10000 (96.68%), error:      1275.81689, best error:      1100.93945 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 60.9250526428s, input_fired_time: 0.6764454842, output_fired_time: 0.6782022119, propagate_forward_time: 23.0715274811, propagate_backward_time: 34.7081413269, weight_update_time: 0.1183035970, other_time: 1.7907371521
epoch time: 4.9267525673s, input_fired_time: 0.0814443752, output_fired_time: 0.0000000000, propagate_forward_time: 4.5282053947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3171029091
validation[          , genome  6283] predictions:    9657/  10000 (96.57%), best:    9668/10000 (96.68%), error:      1144.29333, best error:      1100.93945 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 60.9836463928s, input_fired_time: 0.6606643200, output_fired_time: 0.6648083925, propagate_forward_time: 23.0265350342, propagate_backward_time: 34.8161087036, weight_update_time: 0.1181529909, other_time: 1.8155288696
epoch time: 5.5768585205s, input_fired_time: 0.0824700892, output_fired_time: 0.0000000000, propagate_forward_time: 5.1343975067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599910736
validation[          , genome  6283] predictions:    9670/  10000 (96.70%), best:    9668/10000 (96.68%), error:      1134.22375, best error:      1100.93945 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 60.7378196716s, input_fired_time: 0.6574758291, output_fired_time: 0.6703031659, propagate_forward_time: 22.9778976440, propagate_backward_time: 34.5734252930, weight_update_time: 0.1178403348, other_time: 1.8587188721
epoch time: 4.9848103523s, input_fired_time: 0.0813848749, output_fired_time: 0.0000000000, propagate_forward_time: 4.5822606087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3211650848
validation[          , genome  6283] predictions:    9643/  10000 (96.43%), best:    9668/10000 (96.68%), error:      1208.95251, best error:      1100.93945 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 62.4729576111s, input_fired_time: 0.7006763220, output_fired_time: 0.6726021767, propagate_forward_time: 23.5302639008, propagate_backward_time: 35.6977615356, weight_update_time: 0.1194775328, other_time: 1.8716506958
epoch time: 4.9630327225s, input_fired_time: 0.0825778618, output_fired_time: 0.0000000000, propagate_forward_time: 4.5559506416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3245043755
validation[          , genome  6283] predictions:    9669/  10000 (96.69%), best:    9668/10000 (96.68%), error:      1142.07910, best error:      1100.93945 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 61.1457366943s, input_fired_time: 0.6752662063, output_fired_time: 0.6742258668, propagate_forward_time: 23.1130199432, propagate_backward_time: 34.8430671692, weight_update_time: 0.1198714077, other_time: 1.8401603699
epoch time: 5.6639142036s, input_fired_time: 0.0961172208, output_fired_time: 0.0000000000, propagate_forward_time: 5.2088007927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589963913
validation[          , genome  6283] predictions:    9639/  10000 (96.39%), best:    9668/10000 (96.68%), error:      1200.42761, best error:      1100.93945 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 65.9581069946s, input_fired_time: 0.7671001554, output_fired_time: 0.6960480809, propagate_forward_time: 24.7133865356, propagate_backward_time: 37.8379211426, weight_update_time: 0.1258837879, other_time: 1.9436569214
epoch time: 5.3709812164s, input_fired_time: 0.0934010744, output_fired_time: 0.0000000000, propagate_forward_time: 4.9441728592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3334074020
validation[          , genome  6283] predictions:    9663/  10000 (96.63%), best:    9668/10000 (96.68%), error:      1160.46667, best error:      1100.93945 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 62.6717147827s, input_fired_time: 0.6841114759, output_fired_time: 0.7030993700, propagate_forward_time: 23.6572475433, propagate_backward_time: 35.7520561218, weight_update_time: 0.1189610511, other_time: 1.8752021790
epoch time: 4.9862089157s, input_fired_time: 0.0825075433, output_fired_time: 0.0000000000, propagate_forward_time: 4.5660777092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3376235962
validation[          , genome  6283] predictions:    9664/  10000 (96.64%), best:    9668/10000 (96.68%), error:      1113.65161, best error:      1100.93945 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 61.9853668213s, input_fired_time: 0.6972100735, output_fired_time: 0.7329127192, propagate_forward_time: 23.4246826172, propagate_backward_time: 35.2766685486, weight_update_time: 0.1391150504, other_time: 1.8538932800
epoch time: 5.7017297745s, input_fired_time: 0.0874260142, output_fired_time: 0.0000000000, propagate_forward_time: 5.2286305428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856730461
validation[          , genome  6283] predictions:    9619/  10000 (96.19%), best:    9668/10000 (96.68%), error:      1251.68347, best error:      1100.93945 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 61.5678901672s, input_fired_time: 0.6890487671, output_fired_time: 0.6703568697, propagate_forward_time: 23.4341468811, propagate_backward_time: 34.9457817078, weight_update_time: 0.1191418394, other_time: 1.8285560608
epoch time: 5.0922226906s, input_fired_time: 0.0874564871, output_fired_time: 0.0000000000, propagate_forward_time: 4.6711549759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3336110115
validation[          , genome  6283] predictions:    9661/  10000 (96.61%), best:    9668/10000 (96.68%), error:      1159.92053, best error:      1100.93945 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 62.8483963013s, input_fired_time: 0.6827859879, output_fired_time: 0.6927901506, propagate_forward_time: 23.6650848389, propagate_backward_time: 35.8847465515, weight_update_time: 0.1373748779, other_time: 1.9229888916
epoch time: 5.0505061150s, input_fired_time: 0.0853075832, output_fired_time: 0.0000000000, propagate_forward_time: 4.6413645744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3238339424
validation[          , genome  6283] predictions:    9637/  10000 (96.37%), best:    9668/10000 (96.68%), error:      1211.64087, best error:      1100.93945 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 65.6256256104s, input_fired_time: 0.7262477875, output_fired_time: 0.7427493930, propagate_forward_time: 24.8513317108, propagate_backward_time: 37.2331237793, weight_update_time: 0.1594896019, other_time: 2.0721664429
epoch time: 5.0355386734s, input_fired_time: 0.0851775035, output_fired_time: 0.0000000000, propagate_forward_time: 4.6278657913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3224954605
validation[          , genome  6283] predictions:    9685/  10000 (96.85%), best:    9668/10000 (96.68%), error:      1105.51868, best error:      1100.93945 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 62.4047546387s, input_fired_time: 0.6760018468, output_fired_time: 0.6946062446, propagate_forward_time: 23.6191749573, propagate_backward_time: 35.5556144714, weight_update_time: 0.1398009211, other_time: 1.8593559265
epoch time: 5.0465083122s, input_fired_time: 0.0826762989, output_fired_time: 0.0000000000, propagate_forward_time: 4.6384458542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3253860474
validation[          , genome  6283] predictions:    9644/  10000 (96.44%), best:    9668/10000 (96.68%), error:      1197.92773, best error:      1100.93945 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 60.7332801819s, input_fired_time: 0.6726022363, output_fired_time: 0.6807578206, propagate_forward_time: 22.9848423004, propagate_backward_time: 34.5563430786, weight_update_time: 0.1211549565, other_time: 1.8387298584
epoch time: 5.4409260750s, input_fired_time: 0.0942145810, output_fired_time: 0.0000000000, propagate_forward_time: 4.9612627029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3854489326
validation[          , genome  6283] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:      1070.34717, best error:      1070.34717 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 63.9391555786s, input_fired_time: 0.7196675539, output_fired_time: 0.6889231205, propagate_forward_time: 24.0774230957, propagate_backward_time: 36.5385589600, weight_update_time: 0.1188023090, other_time: 1.9145812988
epoch time: 4.9127931595s, input_fired_time: 0.0811787546, output_fired_time: 0.0000000000, propagate_forward_time: 4.5135416985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180727959
validation[          , genome  6283] predictions:    9660/  10000 (96.60%), best:    9692/10000 (96.92%), error:      1147.11011, best error:      1070.34717 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 62.4965362549s, input_fired_time: 0.6877512336, output_fired_time: 0.6680597067, propagate_forward_time: 23.7225131989, propagate_backward_time: 35.6089096069, weight_update_time: 0.1198102534, other_time: 1.8093032837
epoch time: 5.8539061546s, input_fired_time: 0.1007574201, output_fired_time: 0.0000000000, propagate_forward_time: 5.3982872963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548612595
validation[          , genome  6283] predictions:    9676/  10000 (96.76%), best:    9676/10000 (96.76%), error:      1061.83569, best error:      1061.83569 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 63.9264640808s, input_fired_time: 0.7012521029, output_fired_time: 0.7053861618, propagate_forward_time: 24.2969207764, propagate_backward_time: 36.2970123291, weight_update_time: 0.1312628388, other_time: 1.9258918762
epoch time: 5.3163399696s, input_fired_time: 0.0878504515, output_fired_time: 0.0000000000, propagate_forward_time: 4.9024138451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3260755539
validation[          , genome  6283] predictions:    9679/  10000 (96.79%), best:    9676/10000 (96.76%), error:      1078.16150, best error:      1061.83569 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 62.4434509277s, input_fired_time: 0.6934380531, output_fired_time: 0.6821139455, propagate_forward_time: 23.6136932373, propagate_backward_time: 35.4961547852, weight_update_time: 0.1381520182, other_time: 1.9580497742
epoch time: 4.9308199883s, input_fired_time: 0.0822594166, output_fired_time: 0.0000000000, propagate_forward_time: 4.5252399445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3233203888
validation[          , genome  6283] predictions:    9663/  10000 (96.63%), best:    9676/10000 (96.76%), error:      1139.62329, best error:      1061.83569 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 61.6177482605s, input_fired_time: 0.6692301035, output_fired_time: 0.7427449822, propagate_forward_time: 23.2461471558, propagate_backward_time: 35.1046295166, weight_update_time: 0.1189499348, other_time: 1.8549957275
epoch time: 4.9133768082s, input_fired_time: 0.0825549588, output_fired_time: 0.0000000000, propagate_forward_time: 4.5100297928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207921982
validation[          , genome  6283] predictions:    9688/  10000 (96.88%), best:    9676/10000 (96.76%), error:      1067.96350, best error:      1061.83569 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 63.7644462585s, input_fired_time: 0.6735370755, output_fired_time: 0.7074733973, propagate_forward_time: 24.1391391754, propagate_backward_time: 36.3205413818, weight_update_time: 0.1313267052, other_time: 1.9237518311
epoch time: 4.9290828705s, input_fired_time: 0.0838106945, output_fired_time: 0.0000000000, propagate_forward_time: 4.5284662247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3168058395
validation[          , genome  6283] predictions:    9670/  10000 (96.70%), best:    9676/10000 (96.76%), error:      1125.08630, best error:      1061.83569 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 69.1078567505s, input_fired_time: 0.7540355325, output_fired_time: 0.8258803487, propagate_forward_time: 26.2269306183, propagate_backward_time: 39.2280921936, weight_update_time: 0.1733051687, other_time: 2.0729179382
epoch time: 4.9436478615s, input_fired_time: 0.0824535117, output_fired_time: 0.0000000000, propagate_forward_time: 4.5365166664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3246774673
validation[          , genome  6283] predictions:    9662/  10000 (96.62%), best:    9676/10000 (96.76%), error:      1169.68616, best error:      1061.83569 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 61.0489578247s, input_fired_time: 0.6765141487, output_fired_time: 0.6749584675, propagate_forward_time: 23.0960350037, propagate_backward_time: 34.7605781555, weight_update_time: 0.1185888499, other_time: 1.8408737183
epoch time: 5.9693570137s, input_fired_time: 0.0908669829, output_fired_time: 0.0000000000, propagate_forward_time: 5.4749913216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4034986496
validation[          , genome  6283] predictions:    9646/  10000 (96.46%), best:    9676/10000 (96.76%), error:      1185.07837, best error:      1061.83569 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 64.7585601807s, input_fired_time: 0.7322535515, output_fired_time: 0.7030373216, propagate_forward_time: 24.3708705902, propagate_backward_time: 36.9971160889, weight_update_time: 0.1304205656, other_time: 1.9552841187
epoch time: 5.1806941032s, input_fired_time: 0.0866804644, output_fired_time: 0.0000000000, propagate_forward_time: 4.7677016258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3263120651
validation[          , genome  6283] predictions:    9659/  10000 (96.59%), best:    9676/10000 (96.76%), error:      1127.91235, best error:      1061.83569 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 61.5562171936s, input_fired_time: 0.6951282620, output_fired_time: 0.6698944569, propagate_forward_time: 23.2947978973, propagate_backward_time: 35.0580940247, weight_update_time: 0.1230458170, other_time: 1.8382987976
epoch time: 4.9865527153s, input_fired_time: 0.0829606354, output_fired_time: 0.0000000000, propagate_forward_time: 4.5791158676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3244762421
validation[          , genome  6283] predictions:    9655/  10000 (96.55%), best:    9676/10000 (96.76%), error:      1159.99158, best error:      1061.83569 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 61.4791908264s, input_fired_time: 0.6989731193, output_fired_time: 0.6751739383, propagate_forward_time: 23.1875381470, propagate_backward_time: 35.0615310669, weight_update_time: 0.1183781549, other_time: 1.8559722900
epoch time: 6.6254692078s, input_fired_time: 0.0879884362, output_fired_time: 0.0000000000, propagate_forward_time: 6.0934476852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4440331459
validation[          , genome  6283] predictions:    9657/  10000 (96.57%), best:    9676/10000 (96.76%), error:      1158.98145, best error:      1061.83569 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 64.8069152832s, input_fired_time: 0.7175202966, output_fired_time: 0.6987926960, propagate_forward_time: 24.5495700836, propagate_backward_time: 36.9013557434, weight_update_time: 0.1342645139, other_time: 1.9396781921
epoch time: 5.0552549362s, input_fired_time: 0.1020261422, output_fired_time: 0.0000000000, propagate_forward_time: 4.6236205101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3296084404
validation[          , genome  6283] predictions:    9621/  10000 (96.21%), best:    9676/10000 (96.76%), error:      1225.81360, best error:      1061.83569 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 62.3097534180s, input_fired_time: 0.6804391742, output_fired_time: 0.7387493253, propagate_forward_time: 23.5324974060, propagate_backward_time: 35.5094642639, weight_update_time: 0.1343058646, other_time: 1.8486022949
epoch time: 5.2534041405s, input_fired_time: 0.0950896889, output_fired_time: 0.0000000000, propagate_forward_time: 4.7912049294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671092987
validation[          , genome  6283] predictions:    9637/  10000 (96.37%), best:    9676/10000 (96.76%), error:      1198.46326, best error:      1061.83569 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 64.9340286255s, input_fired_time: 0.7792672515, output_fired_time: 0.7084662318, propagate_forward_time: 24.3861732483, propagate_backward_time: 37.1407356262, weight_update_time: 0.1203538254, other_time: 1.9193878174
epoch time: 4.9608306885s, input_fired_time: 0.0839894041, output_fired_time: 0.0000000000, propagate_forward_time: 4.5553736687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214673996
validation[          , genome  6283] predictions:    9679/  10000 (96.79%), best:    9676/10000 (96.76%), error:      1102.15955, best error:      1061.83569 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 61.6412048340s, input_fired_time: 0.6853933930, output_fired_time: 0.6905374527, propagate_forward_time: 23.2479305267, propagate_backward_time: 35.1410331726, weight_update_time: 0.1187204942, other_time: 1.8763084412
epoch time: 5.0418348312s, input_fired_time: 0.0846667588, output_fired_time: 0.0000000000, propagate_forward_time: 4.6221241951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3350439072
validation[          , genome  6283] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1043.92505, best error:      1043.92505 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 62.0861091614s, input_fired_time: 0.6939047575, output_fired_time: 0.6867853403, propagate_forward_time: 23.3852577209, propagate_backward_time: 35.4373588562, weight_update_time: 0.1199521497, other_time: 1.8828010559
epoch time: 4.9403033257s, input_fired_time: 0.0837804526, output_fired_time: 0.0000000000, propagate_forward_time: 4.5375990868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189239502
validation[          , genome  6283] predictions:    9601/  10000 (96.01%), best:    9687/10000 (96.87%), error:      1312.65601, best error:      1043.92505 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 70.3410797119s, input_fired_time: 0.8116539717, output_fired_time: 0.8476617932, propagate_forward_time: 26.1625823975, propagate_backward_time: 40.3898162842, weight_update_time: 0.1862697005, other_time: 2.1293640137
epoch time: 5.2755393982s, input_fired_time: 0.0908374041, output_fired_time: 0.0000000000, propagate_forward_time: 4.8327226639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519792557
validation[          , genome  6283] predictions:    9681/  10000 (96.81%), best:    9687/10000 (96.87%), error:      1060.84216, best error:      1043.92505 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 64.3891983032s, input_fired_time: 0.7202811837, output_fired_time: 0.7244334221, propagate_forward_time: 24.1248340607, propagate_backward_time: 36.8460044861, weight_update_time: 0.1441664994, other_time: 1.9736442566
epoch time: 4.9659705162s, input_fired_time: 0.0834789202, output_fired_time: 0.0000000000, propagate_forward_time: 4.5641541481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3183374405
validation[          , genome  6283] predictions:    9674/  10000 (96.74%), best:    9687/10000 (96.87%), error:      1094.13843, best error:      1043.92505 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 62.7888984680s, input_fired_time: 0.7515473962, output_fired_time: 0.6838769317, propagate_forward_time: 23.5962409973, propagate_backward_time: 35.8659057617, weight_update_time: 0.1199196503, other_time: 1.8913269043
epoch time: 4.9463553429s, input_fired_time: 0.0840518773, output_fired_time: 0.0000000000, propagate_forward_time: 4.5377750397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3245282173
validation[          , genome  6283] predictions:    9381/  10000 (93.81%), best:    9687/10000 (96.87%), error:      2050.36841, best error:      1043.92505 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 68.9732666016s, input_fired_time: 0.7697286010, output_fired_time: 0.7775594592, propagate_forward_time: 25.9681777954, propagate_backward_time: 39.3316383362, weight_update_time: 0.1519957334, other_time: 2.1261634827
epoch time: 5.5368795395s, input_fired_time: 0.0891061872, output_fired_time: 0.0000000000, propagate_forward_time: 5.0694217682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783516884
validation[          , genome  6283] predictions:    9626/  10000 (96.26%), best:    9687/10000 (96.87%), error:      1234.86511, best error:      1043.92505 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 62.5854415894s, input_fired_time: 0.7094705701, output_fired_time: 0.7032395601, propagate_forward_time: 23.6159610748, propagate_backward_time: 35.6840820313, weight_update_time: 0.1230904534, other_time: 1.8726882935
epoch time: 5.1016960144s, input_fired_time: 0.0870462954, output_fired_time: 0.0000000000, propagate_forward_time: 4.6895074844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3251423836
validation[          , genome  6283] predictions:    9655/  10000 (96.55%), best:    9687/10000 (96.87%), error:      1118.47058, best error:      1043.92505 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 63.0074081421s, input_fired_time: 0.7041066885, output_fired_time: 0.7221580148, propagate_forward_time: 23.6732292175, propagate_backward_time: 36.0649909973, weight_update_time: 0.1275690943, other_time: 1.8429260254
epoch time: 4.9079065323s, input_fired_time: 0.0838021785, output_fired_time: 0.0000000000, propagate_forward_time: 4.5064787865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3176255226
validation[          , genome  6283] predictions:    9681/  10000 (96.81%), best:    9687/10000 (96.87%), error:      1045.83618, best error:      1043.92505 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 61.0023956299s, input_fired_time: 0.6701061130, output_fired_time: 0.6809186339, propagate_forward_time: 23.1157779694, propagate_backward_time: 34.7065620422, weight_update_time: 0.1184741557, other_time: 1.8290290833
epoch time: 4.9513659477s, input_fired_time: 0.0839295909, output_fired_time: 0.0000000000, propagate_forward_time: 4.5482816696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191547394
validation[          , genome  6283] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:      1033.82922, best error:      1033.82922 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 62.2311630249s, input_fired_time: 0.6804076433, output_fired_time: 0.6746864319, propagate_forward_time: 23.6272716522, propagate_backward_time: 35.3716583252, weight_update_time: 0.1231484860, other_time: 1.8771362305
epoch time: 5.5044240952s, input_fired_time: 0.1020711064, output_fired_time: 0.0000000000, propagate_forward_time: 5.0663881302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359646797
validation[          , genome  6283] predictions:    9665/  10000 (96.65%), best:    9704/10000 (97.04%), error:      1168.93726, best error:      1033.82922 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 64.7974548340s, input_fired_time: 0.7589006424, output_fired_time: 0.7078472376, propagate_forward_time: 24.4511528015, propagate_backward_time: 36.9165763855, weight_update_time: 0.1230612323, other_time: 1.9629745483
epoch time: 4.9793877602s, input_fired_time: 0.0851144120, output_fired_time: 0.0000000000, propagate_forward_time: 4.5743718147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199014664
validation[          , genome  6283] predictions:    9619/  10000 (96.19%), best:    9704/10000 (97.04%), error:      1256.38696, best error:      1033.82922 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 62.2771568298s, input_fired_time: 0.7322126627, output_fired_time: 0.7029263973, propagate_forward_time: 23.5693359375, propagate_backward_time: 35.4331283569, weight_update_time: 0.1192756146, other_time: 1.8395538330
epoch time: 4.9259667397s, input_fired_time: 0.0836253017, output_fired_time: 0.0000000000, propagate_forward_time: 4.5224399567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199014664
validation[          , genome  6283] predictions:    9651/  10000 (96.51%), best:    9704/10000 (97.04%), error:      1123.71521, best error:      1033.82922 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 63.8816070557s, input_fired_time: 0.6910485029, output_fired_time: 0.7024855614, propagate_forward_time: 24.0330753326, propagate_backward_time: 36.3973312378, weight_update_time: 0.1395322382, other_time: 2.0576705933
epoch time: 5.0306053162s, input_fired_time: 0.0858026370, output_fired_time: 0.0000000000, propagate_forward_time: 4.6123061180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324966431
validation[          , genome  6283] predictions:    9684/  10000 (96.84%), best:    9704/10000 (97.04%), error:      1098.45447, best error:      1033.82922 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 61.7078361511s, input_fired_time: 0.6837203503, output_fired_time: 0.6664270163, propagate_forward_time: 23.4071369171, propagate_backward_time: 35.0911331177, weight_update_time: 0.1292535514, other_time: 1.8594207764
epoch time: 5.9450774193s, input_fired_time: 0.0917263702, output_fired_time: 0.0000000000, propagate_forward_time: 5.4892315865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3641195297
validation[          , genome  6283] predictions:    9690/  10000 (96.90%), best:    9704/10000 (97.04%), error:      1045.48254, best error:      1033.82922 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 61.4331970215s, input_fired_time: 0.6809661984, output_fired_time: 0.6746239066, propagate_forward_time: 23.1549167633, propagate_backward_time: 35.0605010986, weight_update_time: 0.1297589391, other_time: 1.8621902466
epoch time: 5.0645442009s, input_fired_time: 0.0912128836, output_fired_time: 0.0000000000, propagate_forward_time: 4.6060729027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672585487
validation[          , genome  6283] predictions:    9706/  10000 (97.06%), best:    9704/10000 (97.04%), error:      1049.45459, best error:      1033.82922 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 63.6963348389s, input_fired_time: 0.7596957684, output_fired_time: 0.7142797112, propagate_forward_time: 23.8731498718, propagate_backward_time: 36.4379425049, weight_update_time: 0.1216147095, other_time: 1.9112663269
epoch time: 4.9746809006s, input_fired_time: 0.0840748176, output_fired_time: 0.0000000000, propagate_forward_time: 4.5695948601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210110664
validation[          , genome  6283] predictions:    9648/  10000 (96.48%), best:    9704/10000 (97.04%), error:      1172.30200, best error:      1033.82922 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 61.7555656433s, input_fired_time: 0.6841936111, output_fired_time: 0.6726390719, propagate_forward_time: 23.1805610657, propagate_backward_time: 35.3916587830, weight_update_time: 0.1200588495, other_time: 1.8265151978
epoch time: 4.9277324677s, input_fired_time: 0.0849646479, output_fired_time: 0.0000000000, propagate_forward_time: 4.5207815170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3219861984
validation[          , genome  6283] predictions:    9697/  10000 (96.97%), best:    9704/10000 (97.04%), error:      1055.37683, best error:      1033.82922 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 61.5950508118s, input_fired_time: 0.7016083598, output_fired_time: 0.6734115481, propagate_forward_time: 23.2690887451, propagate_backward_time: 35.0640411377, weight_update_time: 0.1199906915, other_time: 1.8869018555
epoch time: 5.6080923080s, input_fired_time: 0.0996244997, output_fired_time: 0.0000000000, propagate_forward_time: 5.1661028862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423647881
validation[          , genome  6283] predictions:    9564/  10000 (95.64%), best:    9704/10000 (97.04%), error:      1407.92041, best error:      1033.82922 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 64.7206268311s, input_fired_time: 0.7145473957, output_fired_time: 0.7606576681, propagate_forward_time: 24.2900180817, propagate_backward_time: 36.9618835449, weight_update_time: 0.1230711490, other_time: 1.9935226440
epoch time: 5.3641576767s, input_fired_time: 0.0861615613, output_fired_time: 0.0000000000, propagate_forward_time: 4.9409251213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370709419
validation[          , genome  6283] predictions:    9694/  10000 (96.94%), best:    9704/10000 (97.04%), error:      1049.21313, best error:      1033.82922 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 62.7767143250s, input_fired_time: 0.6909326911, output_fired_time: 0.6924862266, propagate_forward_time: 23.5636081696, propagate_backward_time: 35.8565559387, weight_update_time: 0.1533704102, other_time: 1.9731330872
epoch time: 4.9321122169s, input_fired_time: 0.0846643224, output_fired_time: 0.0000000000, propagate_forward_time: 4.5265893936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208584785
validation[          , genome  6283] predictions:    9641/  10000 (96.41%), best:    9704/10000 (97.04%), error:      1201.63403, best error:      1033.82922 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 64.2503128052s, input_fired_time: 0.6823758483, output_fired_time: 0.7133448720, propagate_forward_time: 24.1665439606, propagate_backward_time: 36.7354278564, weight_update_time: 0.1530203968, other_time: 1.9526214600
epoch time: 4.9287252426s, input_fired_time: 0.0846278146, output_fired_time: 0.0000000000, propagate_forward_time: 4.5256481171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3184494972
validation[          , genome  6283] predictions:    9681/  10000 (96.81%), best:    9704/10000 (97.04%), error:      1124.79980, best error:      1033.82922 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 63.3979835510s, input_fired_time: 0.7307733893, output_fired_time: 0.7354109883, propagate_forward_time: 23.8830013275, propagate_backward_time: 36.1369018555, weight_update_time: 0.1297784150, other_time: 1.9118957520
epoch time: 5.9815998077s, input_fired_time: 0.0890564546, output_fired_time: 0.0000000000, propagate_forward_time: 5.5082178116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3843255043
validation[          , genome  6283] predictions:    9681/  10000 (96.81%), best:    9704/10000 (97.04%), error:      1090.28564, best error:      1033.82922 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 62.3763351440s, input_fired_time: 0.6991323233, output_fired_time: 0.6771552563, propagate_forward_time: 23.6214656830, propagate_backward_time: 35.5522079468, weight_update_time: 0.1216827258, other_time: 1.8263778687
epoch time: 5.2096638680s, input_fired_time: 0.1259096265, output_fired_time: 0.0000000000, propagate_forward_time: 4.7300271988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537268639
validation[          , genome  6283] predictions:    9694/  10000 (96.94%), best:    9704/10000 (97.04%), error:      1040.02783, best error:      1033.82922 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 67.0909576416s, input_fired_time: 0.7072989941, output_fired_time: 0.7606691122, propagate_forward_time: 25.4067935944, propagate_backward_time: 38.0880851746, weight_update_time: 0.1426049471, other_time: 2.1281166077
epoch time: 5.0771021843s, input_fired_time: 0.0845432803, output_fired_time: 0.0000000000, propagate_forward_time: 4.6447386742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3478202820
validation[          , genome  6283] predictions:    9613/  10000 (96.13%), best:    9704/10000 (97.04%), error:      1245.46350, best error:      1033.82922 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 60.5143547058s, input_fired_time: 0.6825643778, output_fired_time: 0.6837466955, propagate_forward_time: 22.8318462372, propagate_backward_time: 34.5012321472, weight_update_time: 0.1180069149, other_time: 1.8149681091
epoch time: 5.0382981300s, input_fired_time: 0.0873964652, output_fired_time: 0.0000000000, propagate_forward_time: 4.6121459007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3387556076
validation[          , genome  6283] predictions:    9673/  10000 (96.73%), best:    9704/10000 (97.04%), error:      1114.93848, best error:      1033.82922 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 64.5172271729s, input_fired_time: 0.7235516310, output_fired_time: 0.6928575039, propagate_forward_time: 24.2742977142, propagate_backward_time: 36.8788871765, weight_update_time: 0.1292207986, other_time: 1.9476356506
epoch time: 4.9338235855s, input_fired_time: 0.0835012123, output_fired_time: 0.0000000000, propagate_forward_time: 4.5337924957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3165297508
validation[          , genome  6283] predictions:    9679/  10000 (96.79%), best:    9704/10000 (97.04%), error:      1058.94275, best error:      1033.82922 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 60.9514884949s, input_fired_time: 0.6772150993, output_fired_time: 0.6782342792, propagate_forward_time: 23.0367546082, propagate_backward_time: 34.7359809875, weight_update_time: 0.1183307692, other_time: 1.8233032227
epoch time: 4.9215726852s, input_fired_time: 0.0847147554, output_fired_time: 0.0000000000, propagate_forward_time: 4.5175800323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192777634
validation[          , genome  6283] predictions:    9694/  10000 (96.94%), best:    9704/10000 (97.04%), error:      1062.04492, best error:      1033.82922 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 62.3425598145s, input_fired_time: 0.6710307598, output_fired_time: 0.6729375720, propagate_forward_time: 23.5725078583, propagate_backward_time: 35.5299568176, weight_update_time: 0.1185746789, other_time: 1.8961219788
epoch time: 4.9033460617s, input_fired_time: 0.0839242041, output_fired_time: 0.0000000000, propagate_forward_time: 4.5023031235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3171186447
validation[          , genome  6283] predictions:    9521/  10000 (95.21%), best:    9704/10000 (97.04%), error:      1641.49792, best error:      1033.82922 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 61.4618911743s, input_fired_time: 0.6716176867, output_fired_time: 0.6645977497, propagate_forward_time: 23.3038864136, propagate_backward_time: 34.9682235718, weight_update_time: 0.1458651572, other_time: 1.8535652161
epoch time: 4.9149155617s, input_fired_time: 0.0843238384, output_fired_time: 0.0000000000, propagate_forward_time: 4.5095109940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210806847
validation[          , genome  6283] predictions:    9659/  10000 (96.59%), best:    9704/10000 (97.04%), error:      1071.25098, best error:      1033.82922 on epoch:    80, 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: 24.9455680847s, input_fired_time: 0.4185535610, output_fired_time: 0.0000000000, propagate_forward_time: 22.8611888885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6658248901
best training[          , genome  6283] predictions:   49322/  50000 (98.64%), best:    9704/10000 (97.04%), error:      2525.35693, best error:      1033.82922 on epoch:    80, 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: 4.9176564217s, input_fired_time: 0.0853857249, output_fired_time: 0.0000000000, propagate_forward_time: 4.5130100250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192605972
   testing[          , genome  6283] predictions:    9715/  10000 (97.15%), best:    9704/10000 (97.04%), error:       925.94354, best error:      1033.82922 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:13:13 (10016): called boinc_finish(0)

</stderr_txt>
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