Nameexact_genome_1512568488_42_7150_0
Workunit2606947
Created8 Dec 2017, 0:03:03 UTC
Sent8 Dec 2017, 0:09:39 UTC
Report deadline14 Dec 2017, 0:08:01 UTC
Received8 Dec 2017, 6:36:58 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID69334
Run time3 hours 5 min 20 sec
CPU time3 hours 4 min 45 sec
Validate stateValid
Credit1,499.72
Device peak FLOPS3.21 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.05 MB
Peak swap size153.89 MB
Peak disk usage1.31 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
y: 0.0002566710

epoch time: 96.9244003296s, input_fired_time: 1.0920917988, output_fired_time: 0.7463867664, propagate_forward_time: 37.8806838989, propagate_backward_time: 54.9512939453, weight_update_time: 0.1276860684, other_time: 2.2539443970
epoch time: 8.0886240005s, input_fired_time: 0.1106091142, output_fired_time: 0.0000000000, propagate_forward_time: 7.5716490746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063658714
validation[          , genome  7150] predictions:    9683/  10000 (96.83%), best:    9701/10000 (97.01%), error:      1008.70734, best error:       996.94354 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 97.1300354004s, input_fired_time: 1.0960115194, output_fired_time: 0.7407169938, propagate_forward_time: 37.9023971558, propagate_backward_time: 55.1318016052, weight_update_time: 0.1293389201, other_time: 2.2591133118
epoch time: 8.3155050278s, input_fired_time: 0.1156636775, output_fired_time: 0.0000000000, propagate_forward_time: 7.7784099579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214315414
validation[          , genome  7150] predictions:    9690/  10000 (96.90%), best:    9701/10000 (97.01%), error:      1023.97839, best error:       996.94354 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 100.9066390991s, input_fired_time: 1.1417390108, output_fired_time: 0.7692128420, propagate_forward_time: 39.2692909241, propagate_backward_time: 57.3608436584, weight_update_time: 0.1416560709, other_time: 2.3655548096
epoch time: 8.3177299500s, input_fired_time: 0.1166818440, output_fired_time: 0.0000000000, propagate_forward_time: 7.7801871300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208607674
validation[          , genome  7150] predictions:    9617/  10000 (96.17%), best:    9701/10000 (97.01%), error:      1194.11694, best error:       996.94354 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 97.3968887329s, input_fired_time: 1.0923973322, output_fired_time: 0.7473539710, propagate_forward_time: 37.8380012512, propagate_backward_time: 55.4663696289, weight_update_time: 0.1349845827, other_time: 2.2527656555
epoch time: 8.0801134109s, input_fired_time: 0.1119318753, output_fired_time: 0.0000000000, propagate_forward_time: 7.5628490448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053325653
validation[          , genome  7150] predictions:    9637/  10000 (96.37%), best:    9701/10000 (97.01%), error:      1146.08777, best error:       996.94354 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 97.6893463135s, input_fired_time: 1.0950871706, output_fired_time: 0.7482885122, propagate_forward_time: 37.8821983337, propagate_backward_time: 55.7025794983, weight_update_time: 0.1384120136, other_time: 2.2611923218
epoch time: 8.1768445969s, input_fired_time: 0.1149436012, output_fired_time: 0.0000000000, propagate_forward_time: 7.6506428719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112582207
validation[          , genome  7150] predictions:    9660/  10000 (96.60%), best:    9701/10000 (97.01%), error:      1052.46594, best error:       996.94354 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 99.9540328979s, input_fired_time: 1.1345266104, output_fired_time: 0.7628888488, propagate_forward_time: 38.7319488525, propagate_backward_time: 56.9992141724, weight_update_time: 0.1452807039, other_time: 2.3254547119
epoch time: 8.1510553360s, input_fired_time: 0.1148852780, output_fired_time: 0.0000000000, propagate_forward_time: 7.6301188469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4060511589
validation[          , genome  7150] predictions:    9686/  10000 (96.86%), best:    9701/10000 (97.01%), error:      1019.94098, best error:       996.94354 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 98.3577804565s, input_fired_time: 1.1004618406, output_fired_time: 0.7526632547, propagate_forward_time: 38.0015792847, propagate_backward_time: 56.2264595032, weight_update_time: 0.1474126577, other_time: 2.2766151428
epoch time: 8.0890617371s, input_fired_time: 0.1129871905, output_fired_time: 0.0000000000, propagate_forward_time: 7.5691571236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4069175720
validation[          , genome  7150] predictions:    9694/  10000 (96.94%), best:    9701/10000 (97.01%), error:      1005.88226, best error:       996.94354 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 99.7737579346s, input_fired_time: 1.1158511639, output_fired_time: 0.7643367648, propagate_forward_time: 38.4827919006, propagate_backward_time: 57.0880851746, weight_update_time: 0.1553562731, other_time: 2.3226928711
epoch time: 8.3936634064s, input_fired_time: 0.1178297400, output_fired_time: 0.0000000000, propagate_forward_time: 7.8486824036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4271516800
validation[          , genome  7150] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       918.82312, best error:       918.82312 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 100.8824234009s, input_fired_time: 1.1389948130, output_fired_time: 0.7651081681, propagate_forward_time: 38.8279914856, propagate_backward_time: 57.7850914001, weight_update_time: 0.1658929884, other_time: 2.3652420044
epoch time: 8.1234216690s, input_fired_time: 0.1149633676, output_fired_time: 0.0000000000, propagate_forward_time: 7.5993008614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4091572762
validation[          , genome  7150] predictions:    9677/  10000 (96.77%), best:    9707/10000 (97.07%), error:      1044.41016, best error:       918.82312 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 98.7084350586s, input_fired_time: 1.1003032923, output_fired_time: 0.7462098002, propagate_forward_time: 37.9493865967, propagate_backward_time: 56.6192092896, weight_update_time: 0.1699729860, other_time: 2.2933273315
epoch time: 8.1130647659s, input_fired_time: 0.1150525883, output_fired_time: 0.0000000000, propagate_forward_time: 7.5893254280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4086866379
validation[          , genome  7150] predictions:    9698/  10000 (96.98%), best:    9707/10000 (97.07%), error:       999.41766, best error:       918.82312 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 100.5898208618s, input_fired_time: 1.1266573668, output_fired_time: 0.7581139803, propagate_forward_time: 38.6566238403, propagate_backward_time: 57.6885108948, weight_update_time: 0.1837148070, other_time: 2.3599128723
epoch time: 8.4478054047s, input_fired_time: 0.1165861115, output_fired_time: 0.0000000000, propagate_forward_time: 7.8936209679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4375987053
validation[          , genome  7150] predictions:    9669/  10000 (96.69%), best:    9707/10000 (97.07%), error:      1065.80774, best error:       918.82312 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 102.2333526611s, input_fired_time: 1.1540137529, output_fired_time: 0.7779297233, propagate_forward_time: 39.1862907410, propagate_backward_time: 58.6980361938, weight_update_time: 0.2011193633, other_time: 2.4170799255
epoch time: 8.1676826477s, input_fired_time: 0.1080237776, output_fired_time: 0.0000000000, propagate_forward_time: 7.6453685760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4142904282
validation[          , genome  7150] predictions:    9705/  10000 (97.05%), best:    9707/10000 (97.07%), error:       958.99408, best error:       918.82312 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 99.1499404907s, input_fired_time: 1.1165072918, output_fired_time: 0.7455022931, propagate_forward_time: 37.9753456116, propagate_backward_time: 56.9801864624, weight_update_time: 0.2054865062, other_time: 2.3324012756
epoch time: 8.1685752869s, input_fired_time: 0.1187988594, output_fired_time: 0.0000000000, propagate_forward_time: 7.6374306679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123454094
validation[          , genome  7150] predictions:    9704/  10000 (97.04%), best:    9707/10000 (97.07%), error:       962.34210, best error:       918.82312 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 99.4743804932s, input_fired_time: 1.1070697308, output_fired_time: 0.7568059564, propagate_forward_time: 38.0133323669, propagate_backward_time: 57.2338829041, weight_update_time: 0.2201073617, other_time: 2.3632888794
epoch time: 8.1136016846s, input_fired_time: 0.1172292531, output_fired_time: 0.0000000000, propagate_forward_time: 7.5901250839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4062471390
validation[          , genome  7150] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       905.94550, best error:       905.94550 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 101.5887832642s, input_fired_time: 1.1398954391, output_fired_time: 0.7613320947, propagate_forward_time: 38.8280868530, propagate_backward_time: 58.4256324768, weight_update_time: 0.2390161008, other_time: 2.4338417053
epoch time: 8.3142461777s, input_fired_time: 0.1194638833, output_fired_time: 0.0000000000, propagate_forward_time: 7.7711944580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235877991
validation[          , genome  7150] predictions:    9721/  10000 (97.21%), best:    9717/10000 (97.17%), error:       954.11609, best error:       905.94550 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 100.2223205566s, input_fired_time: 1.1243642569, output_fired_time: 0.7533189654, propagate_forward_time: 38.2774124146, propagate_backward_time: 57.6695785522, weight_update_time: 0.2478747964, other_time: 2.3976440430
epoch time: 8.1115150452s, input_fired_time: 0.1160621420, output_fired_time: 0.0000000000, propagate_forward_time: 7.5865097046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4089431763
validation[          , genome  7150] predictions:    9716/  10000 (97.16%), best:    9717/10000 (97.17%), error:       915.08191, best error:       905.94550 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 101.1057205200s, input_fired_time: 1.1317679882, output_fired_time: 0.7580651641, propagate_forward_time: 38.5343437195, propagate_backward_time: 58.2552947998, weight_update_time: 0.2603282034, other_time: 2.4262504578
epoch time: 8.5328340530s, input_fired_time: 0.1222145408, output_fired_time: 0.0000000000, propagate_forward_time: 7.9751305580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354891777
validation[          , genome  7150] predictions:    9535/  10000 (95.35%), best:    9717/10000 (97.17%), error:      1459.57898, best error:       905.94550 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 103.9481658936s, input_fired_time: 1.1633481979, output_fired_time: 0.7778181434, propagate_forward_time: 39.6026878357, propagate_backward_time: 59.8738327026, weight_update_time: 0.2779397964, other_time: 2.5304832458
epoch time: 8.4619636536s, input_fired_time: 0.1201872453, output_fired_time: 0.0000000000, propagate_forward_time: 7.9096207619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4321560860
validation[          , genome  7150] predictions:    9709/  10000 (97.09%), best:    9717/10000 (97.17%), error:       937.83282, best error:       905.94550 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 103.3903274536s, input_fired_time: 1.1542732716, output_fired_time: 0.7732576728, propagate_forward_time: 39.3794479370, propagate_backward_time: 59.5707321167, weight_update_time: 0.2854803503, other_time: 2.5126190186
epoch time: 8.5195665359s, input_fired_time: 0.1192309111, output_fired_time: 0.0000000000, propagate_forward_time: 7.9644694328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358658791
validation[          , genome  7150] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       903.57605, best error:       903.57605 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 103.8541488647s, input_fired_time: 1.1567969322, output_fired_time: 0.7744168639, propagate_forward_time: 39.5067520142, propagate_backward_time: 59.8892517090, weight_update_time: 0.2910300493, other_time: 2.5269317627
epoch time: 8.3498468399s, input_fired_time: 0.1176233664, output_fired_time: 0.0000000000, propagate_forward_time: 7.8079113960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243121147
validation[          , genome  7150] predictions:    9714/  10000 (97.14%), best:    9713/10000 (97.13%), error:       924.37653, best error:       903.57605 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 103.8515625000s, input_fired_time: 1.1624237299, output_fired_time: 0.7745825052, propagate_forward_time: 39.4646644592, propagate_backward_time: 59.9238014221, weight_update_time: 0.2942577899, other_time: 2.5260925293
epoch time: 8.5174226761s, input_fired_time: 0.1233621389, output_fired_time: 0.0000000000, propagate_forward_time: 7.9623246193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317355156
validation[          , genome  7150] predictions:    9725/  10000 (97.25%), best:    9713/10000 (97.13%), error:       966.63391, best error:       903.57605 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 103.1510086060s, input_fired_time: 1.1493699551, output_fired_time: 0.7695803046, propagate_forward_time: 39.1953697205, propagate_backward_time: 59.5310707092, weight_update_time: 0.2941300869, other_time: 2.5056228638
epoch time: 8.3878345490s, input_fired_time: 0.1205081269, output_fired_time: 0.0000000000, propagate_forward_time: 7.8429822922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243440628
validation[          , genome  7150] predictions:    9700/  10000 (97.00%), best:    9713/10000 (97.13%), error:       955.72632, best error:       903.57605 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 102.7499008179s, input_fired_time: 1.1422011852, output_fired_time: 0.7652938962, propagate_forward_time: 39.0178565979, propagate_backward_time: 59.3214950562, weight_update_time: 0.2934539914, other_time: 2.5030479431
epoch time: 8.3908853531s, input_fired_time: 0.1199563593, output_fired_time: 0.0000000000, propagate_forward_time: 7.8469166756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240126610
validation[          , genome  7150] predictions:    9736/  10000 (97.36%), best:    9713/10000 (97.13%), error:       933.79865, best error:       903.57605 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 103.7646255493s, input_fired_time: 1.1658608913, output_fired_time: 0.7742353678, propagate_forward_time: 39.3737411499, propagate_backward_time: 59.9383392334, weight_update_time: 0.2959555686, other_time: 2.5124435425
epoch time: 8.3907394409s, input_fired_time: 0.1185473278, output_fired_time: 0.0000000000, propagate_forward_time: 7.8419952393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4301967621
validation[          , genome  7150] predictions:    9701/  10000 (97.01%), best:    9713/10000 (97.13%), error:      1024.85913, best error:       903.57605 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 102.8669662476s, input_fired_time: 1.1449382305, output_fired_time: 0.7722433805, propagate_forward_time: 38.9991531372, propagate_backward_time: 59.4500389099, weight_update_time: 0.2947839499, other_time: 2.5005989075
epoch time: 8.3938817978s, input_fired_time: 0.1237235442, output_fired_time: 0.0000000000, propagate_forward_time: 7.8435697556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265880585
validation[          , genome  7150] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       888.50012, best error:       888.50012 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 103.2233734131s, input_fired_time: 1.1539885998, output_fired_time: 0.7689060569, propagate_forward_time: 39.1365203857, propagate_backward_time: 59.6642723083, weight_update_time: 0.2946416140, other_time: 2.4996833801
epoch time: 8.2177801132s, input_fired_time: 0.1194486171, output_fired_time: 0.0000000000, propagate_forward_time: 7.6823830605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4159483910
validation[          , genome  7150] predictions:    9720/  10000 (97.20%), best:    9718/10000 (97.18%), error:       919.48627, best error:       888.50012 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 102.3193359375s, input_fired_time: 1.1447873116, output_fired_time: 0.7648500800, propagate_forward_time: 38.7775993347, propagate_backward_time: 59.1502113342, weight_update_time: 0.2916773558, other_time: 2.4818878174
epoch time: 8.2907247543s, input_fired_time: 0.1202395558, output_fired_time: 0.0000000000, propagate_forward_time: 7.7594118118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110736847
validation[          , genome  7150] predictions:    9597/  10000 (95.97%), best:    9718/10000 (97.18%), error:      1337.43884, best error:       888.50012 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 102.5150146484s, input_fired_time: 1.1435550451, output_fired_time: 0.7651576996, propagate_forward_time: 38.8373870850, propagate_backward_time: 59.2822875977, weight_update_time: 0.2915742695, other_time: 2.4866256714
epoch time: 8.1513767242s, input_fired_time: 0.1174800172, output_fired_time: 0.0000000000, propagate_forward_time: 7.6237339973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101624489
validation[          , genome  7150] predictions:    9717/  10000 (97.17%), best:    9718/10000 (97.18%), error:       954.37622, best error:       888.50012 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 102.9808807373s, input_fired_time: 1.1596028805, output_fired_time: 0.7715973258, propagate_forward_time: 38.9559745789, propagate_backward_time: 59.5921134949, weight_update_time: 0.2931723893, other_time: 2.5015945435
epoch time: 8.3440656662s, input_fired_time: 0.1238557026, output_fired_time: 0.0000000000, propagate_forward_time: 7.7976064682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226036072
validation[          , genome  7150] predictions:    9698/  10000 (96.98%), best:    9718/10000 (97.18%), error:      1001.70972, best error:       888.50012 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 103.7059020996s, input_fired_time: 1.1643601656, output_fired_time: 0.7679842114, propagate_forward_time: 39.2713127136, propagate_backward_time: 59.9938774109, weight_update_time: 0.2954685986, other_time: 2.5083694458
epoch time: 8.3046512604s, input_fired_time: 0.1199683398, output_fired_time: 0.0000000000, propagate_forward_time: 7.7623262405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223566055
validation[          , genome  7150] predictions:    9726/  10000 (97.26%), best:    9718/10000 (97.18%), error:       926.28473, best error:       888.50012 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 103.0837020874s, input_fired_time: 1.1417977810, output_fired_time: 0.7673524618, propagate_forward_time: 39.0266799927, propagate_backward_time: 59.6575012207, weight_update_time: 0.2940430641, other_time: 2.4903717041
epoch time: 8.3916559219s, input_fired_time: 0.1217347234, output_fired_time: 0.0000000000, propagate_forward_time: 7.8452916145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4246296883
validation[          , genome  7150] predictions:    9683/  10000 (96.83%), best:    9718/10000 (97.18%), error:      1130.03137, best error:       888.50012 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 103.2056884766s, input_fired_time: 1.1477223635, output_fired_time: 0.7702742815, propagate_forward_time: 39.0494422913, propagate_backward_time: 59.7452049255, weight_update_time: 0.2935745716, other_time: 2.4930496216
epoch time: 8.3721551895s, input_fired_time: 0.1205635667, output_fired_time: 0.0000000000, propagate_forward_time: 7.8278203011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4237713814
validation[          , genome  7150] predictions:    9624/  10000 (96.24%), best:    9718/10000 (97.18%), error:      1253.23413, best error:       888.50012 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 102.9661712646s, input_fired_time: 1.1561630964, output_fired_time: 0.7683193684, propagate_forward_time: 38.9578819275, propagate_backward_time: 59.5954475403, weight_update_time: 0.2935802639, other_time: 2.4883575439
epoch time: 8.3956289291s, input_fired_time: 0.1190000623, output_fired_time: 0.0000000000, propagate_forward_time: 7.8499288559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4266996384
validation[          , genome  7150] predictions:    9686/  10000 (96.86%), best:    9718/10000 (97.18%), error:      1019.08295, best error:       888.50012 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 103.0131912231s, input_fired_time: 1.1513576508, output_fired_time: 0.7650036216, propagate_forward_time: 38.9690322876, propagate_backward_time: 59.6444969177, weight_update_time: 0.2934120893, other_time: 2.4832954407
epoch time: 8.4424705505s, input_fired_time: 0.1194271147, output_fired_time: 0.0000000000, propagate_forward_time: 7.8965396881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265041351
validation[          , genome  7150] predictions:    9699/  10000 (96.99%), best:    9718/10000 (97.18%), error:       968.39606, best error:       888.50012 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 103.5221862793s, input_fired_time: 1.1536190510, output_fired_time: 0.7756326795, propagate_forward_time: 39.1405830383, propagate_backward_time: 59.9584274292, weight_update_time: 0.2952274680, other_time: 2.4939231873
epoch time: 8.3447132111s, input_fired_time: 0.1190478206, output_fired_time: 0.0000000000, propagate_forward_time: 7.8031449318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225201607
validation[          , genome  7150] predictions:    9704/  10000 (97.04%), best:    9718/10000 (97.18%), error:       976.64032, best error:       888.50012 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 103.1238479614s, input_fired_time: 1.1506367922, output_fired_time: 0.7658953667, propagate_forward_time: 38.9693489075, propagate_backward_time: 59.7495002747, weight_update_time: 0.2929602563, other_time: 2.4884719849
epoch time: 8.3301782608s, input_fired_time: 0.1188106164, output_fired_time: 0.0000000000, propagate_forward_time: 7.7842292786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4271383286
validation[          , genome  7150] predictions:    9740/  10000 (97.40%), best:    9718/10000 (97.18%), error:       908.66370, best error:       888.50012 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 102.7088623047s, input_fired_time: 1.1437988281, output_fired_time: 0.7616623640, propagate_forward_time: 38.8095321655, propagate_backward_time: 59.5155143738, weight_update_time: 0.2932990491, other_time: 2.4783515930
epoch time: 8.2962713242s, input_fired_time: 0.1202259436, output_fired_time: 0.0000000000, propagate_forward_time: 7.7554783821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205670357
validation[          , genome  7150] predictions:    9701/  10000 (97.01%), best:    9718/10000 (97.18%), error:       974.64178, best error:       888.50012 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 102.6002120972s, input_fired_time: 1.1374429464, output_fired_time: 0.7664959431, propagate_forward_time: 38.7533988953, propagate_backward_time: 59.4682083130, weight_update_time: 0.2957027555, other_time: 2.4746665955
epoch time: 8.1890497208s, input_fired_time: 0.1187265068, output_fired_time: 0.0000000000, propagate_forward_time: 7.6550965309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4152264595
validation[          , genome  7150] predictions:    9652/  10000 (96.52%), best:    9718/10000 (97.18%), error:      1159.46045, best error:       888.50012 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 103.5309448242s, input_fired_time: 1.1558791399, output_fired_time: 0.7716231942, propagate_forward_time: 39.0929489136, propagate_backward_time: 60.0047416687, weight_update_time: 0.2950862944, other_time: 2.5057563782
epoch time: 8.4178400040s, input_fired_time: 0.1202247962, output_fired_time: 0.0000000000, propagate_forward_time: 7.8690505028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285645485
validation[          , genome  7150] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       873.52258, best error:       873.52258 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 103.4234848022s, input_fired_time: 1.1544625759, output_fired_time: 0.7698135376, propagate_forward_time: 39.0656509399, propagate_backward_time: 59.9384994507, weight_update_time: 0.2951235771, other_time: 2.4950561523
epoch time: 8.3960962296s, input_fired_time: 0.1205271631, output_fired_time: 0.0000000000, propagate_forward_time: 7.8480954170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274735451
validation[          , genome  7150] predictions:    9698/  10000 (96.98%), best:    9744/10000 (97.44%), error:      1022.62274, best error:       873.52258 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 103.0118331909s, input_fired_time: 1.1472367048, output_fired_time: 0.7689523101, propagate_forward_time: 38.9057044983, propagate_backward_time: 59.7055854797, weight_update_time: 0.2919081151, other_time: 2.4843521118
epoch time: 8.2986612320s, input_fired_time: 0.1209696010, output_fired_time: 0.0000000000, propagate_forward_time: 7.7559528351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217386246
validation[          , genome  7150] predictions:    9708/  10000 (97.08%), best:    9744/10000 (97.44%), error:       916.12146, best error:       873.52258 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 103.0728759766s, input_fired_time: 1.1523296833, output_fired_time: 0.7653263211, propagate_forward_time: 38.9079437256, propagate_backward_time: 59.7520599365, weight_update_time: 0.2949690521, other_time: 2.4952163696
epoch time: 8.3571510315s, input_fired_time: 0.1217047498, output_fired_time: 0.0000000000, propagate_forward_time: 7.8116726875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4237732887
validation[          , genome  7150] predictions:    9702/  10000 (97.02%), best:    9744/10000 (97.44%), error:      1006.96686, best error:       873.52258 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 102.6139526367s, input_fired_time: 1.1468001604, output_fired_time: 0.7704019547, propagate_forward_time: 38.7278862000, propagate_backward_time: 59.4873008728, weight_update_time: 0.2915083170, other_time: 2.4815673828
epoch time: 8.3005781174s, input_fired_time: 0.1203462407, output_fired_time: 0.0000000000, propagate_forward_time: 7.7571973801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230346680
validation[          , genome  7150] predictions:    9668/  10000 (96.68%), best:    9744/10000 (97.44%), error:      1097.84875, best error:       873.52258 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 102.3836135864s, input_fired_time: 1.1424745321, output_fired_time: 0.7624387741, propagate_forward_time: 38.6275520325, propagate_backward_time: 59.3815193176, weight_update_time: 0.2903076708, other_time: 2.4696350098
epoch time: 8.1849708557s, input_fired_time: 0.1191297919, output_fired_time: 0.0000000000, propagate_forward_time: 7.6469020844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189386368
validation[          , genome  7150] predictions:    9701/  10000 (97.01%), best:    9744/10000 (97.44%), error:      1003.12695, best error:       873.52258 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 102.3011703491s, input_fired_time: 1.1393902302, output_fired_time: 0.7600551248, propagate_forward_time: 38.5773849487, propagate_backward_time: 59.3440818787, weight_update_time: 0.2905910909, other_time: 2.4802589417
epoch time: 8.4576587677s, input_fired_time: 0.1224808544, output_fired_time: 0.0000000000, propagate_forward_time: 7.9053587914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298195839
validation[          , genome  7150] predictions:    9698/  10000 (96.98%), best:    9744/10000 (97.44%), error:      1000.90771, best error:       873.52258 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 102.8646011353s, input_fired_time: 1.1399462223, output_fired_time: 0.7622020841, propagate_forward_time: 38.7914962769, propagate_backward_time: 59.6921272278, weight_update_time: 0.2923251987, other_time: 2.4788322449
epoch time: 8.3013792038s, input_fired_time: 0.1169977561, output_fired_time: 0.0000000000, propagate_forward_time: 7.7590584755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253230095
validation[          , genome  7150] predictions:    9697/  10000 (96.97%), best:    9744/10000 (97.44%), error:       994.68616, best error:       873.52258 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 102.5785140991s, input_fired_time: 1.1374050379, output_fired_time: 0.7605357170, propagate_forward_time: 38.6998901367, propagate_backward_time: 59.5034866333, weight_update_time: 0.2914076149, other_time: 2.4771957397
epoch time: 8.2308883667s, input_fired_time: 0.1202966273, output_fired_time: 0.0000000000, propagate_forward_time: 7.6914873123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191045761
validation[          , genome  7150] predictions:    9695/  10000 (96.95%), best:    9744/10000 (97.44%), error:      1051.13782, best error:       873.52258 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 102.4529571533s, input_fired_time: 1.1408787966, output_fired_time: 0.7590003014, propagate_forward_time: 38.6471710205, propagate_backward_time: 59.4381141663, weight_update_time: 0.2911445498, other_time: 2.4677925110
epoch time: 8.1571512222s, input_fired_time: 0.1176545322, output_fired_time: 0.0000000000, propagate_forward_time: 7.6207127571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187836647
validation[          , genome  7150] predictions:    9729/  10000 (97.29%), best:    9744/10000 (97.44%), error:       890.43878, best error:       873.52258 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 102.0452194214s, input_fired_time: 1.1325324774, output_fired_time: 0.7571906447, propagate_forward_time: 38.5044212341, propagate_backward_time: 59.1862792969, weight_update_time: 0.2905761600, other_time: 2.4648017883
epoch time: 8.2236356735s, input_fired_time: 0.1230437011, output_fired_time: 0.0000000000, propagate_forward_time: 7.6832041740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173874855
validation[          , genome  7150] predictions:    9706/  10000 (97.06%), best:    9744/10000 (97.44%), error:       976.81439, best error:       873.52258 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 101.7771453857s, input_fired_time: 1.1302168369, output_fired_time: 0.7546654344, propagate_forward_time: 38.3599052429, propagate_backward_time: 59.0817756653, weight_update_time: 0.2898208499, other_time: 2.4505767822
epoch time: 8.1737117767s, input_fired_time: 0.1196974590, output_fired_time: 0.0000000000, propagate_forward_time: 7.6396231651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4143910408
validation[          , genome  7150] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       833.38391, best error:       833.38391 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 101.7462844849s, input_fired_time: 1.1274882555, output_fired_time: 0.7547132969, propagate_forward_time: 38.3557701111, propagate_backward_time: 59.0583686829, weight_update_time: 0.2890157104, other_time: 2.4499435425
epoch time: 8.2059507370s, input_fired_time: 0.1180804223, output_fired_time: 0.0000000000, propagate_forward_time: 7.6713991165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4164714813
validation[          , genome  7150] predictions:    9523/  10000 (95.23%), best:    9747/10000 (97.47%), error:      1609.28418, best error:       833.38391 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 101.5761871338s, input_fired_time: 1.1270118952, output_fired_time: 0.7550215125, propagate_forward_time: 38.2893104553, propagate_backward_time: 58.9455795288, weight_update_time: 0.2923355103, other_time: 2.4592628479
epoch time: 8.3236265182s, input_fired_time: 0.1197894514, output_fired_time: 0.0000000000, propagate_forward_time: 7.7753047943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285326004
validation[          , genome  7150] predictions:    9732/  10000 (97.32%), best:    9747/10000 (97.47%), error:       906.92621, best error:       833.38391 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 102.6406402588s, input_fired_time: 1.1361021996, output_fired_time: 0.7659426332, propagate_forward_time: 38.6871757507, propagate_backward_time: 59.5743064880, weight_update_time: 0.2904674113, other_time: 2.4771118164
epoch time: 8.2350788116s, input_fired_time: 0.1166924015, output_fired_time: 0.0000000000, propagate_forward_time: 7.6967911720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215950966
validation[          , genome  7150] predictions:    9678/  10000 (96.78%), best:    9747/10000 (97.47%), error:      1089.50867, best error:       833.38391 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 102.2881546021s, input_fired_time: 1.1386976242, output_fired_time: 0.7641661763, propagate_forward_time: 38.5370597839, propagate_backward_time: 59.3809432983, weight_update_time: 0.2917136252, other_time: 2.4672889709
epoch time: 8.1782979965s, input_fired_time: 0.1202350706, output_fired_time: 0.0000000000, propagate_forward_time: 7.6502385139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4078240395
validation[          , genome  7150] predictions:    9683/  10000 (96.83%), best:    9747/10000 (97.47%), error:      1030.37463, best error:       833.38391 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 102.9004058838s, input_fired_time: 1.1428843737, output_fired_time: 0.7623109221, propagate_forward_time: 38.7756271362, propagate_backward_time: 59.7339668274, weight_update_time: 0.2965054214, other_time: 2.4856147766
epoch time: 8.1887187958s, input_fired_time: 0.1192667037, output_fired_time: 0.0000000000, propagate_forward_time: 7.6630644798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063878059
validation[          , genome  7150] predictions:    9681/  10000 (96.81%), best:    9747/10000 (97.47%), error:      1072.16382, best error:       833.38391 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 102.7434616089s, input_fired_time: 1.1420487165, output_fired_time: 0.7697169185, propagate_forward_time: 38.7432289124, propagate_backward_time: 59.6068801880, weight_update_time: 0.2923071384, other_time: 2.4815864563
epoch time: 8.3506088257s, input_fired_time: 0.1208234131, output_fired_time: 0.0000000000, propagate_forward_time: 7.8035426140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4262423515
validation[          , genome  7150] predictions:    9707/  10000 (97.07%), best:    9747/10000 (97.47%), error:      1051.93457, best error:       833.38391 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 103.0471572876s, input_fired_time: 1.1498941183, output_fired_time: 0.7702112794, propagate_forward_time: 38.8715705872, propagate_backward_time: 59.7677154541, weight_update_time: 0.2960779965, other_time: 2.4877662659
epoch time: 8.2069644928s, input_fired_time: 0.1185918599, output_fired_time: 0.0000000000, propagate_forward_time: 7.6731381416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4152340889
validation[          , genome  7150] predictions:    9724/  10000 (97.24%), best:    9747/10000 (97.47%), error:       932.38977, best error:       833.38391 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 102.8186035156s, input_fired_time: 1.1467306614, output_fired_time: 0.7640787363, propagate_forward_time: 38.7327423096, propagate_backward_time: 59.6966056824, weight_update_time: 0.2923112214, other_time: 2.4784507751
epoch time: 8.4410057068s, input_fired_time: 0.1234885976, output_fired_time: 0.0000000000, propagate_forward_time: 7.8857202530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317970276
validation[          , genome  7150] predictions:    9690/  10000 (96.90%), best:    9747/10000 (97.47%), error:      1002.35565, best error:       833.38391 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 102.5042572021s, input_fired_time: 1.1475477219, output_fired_time: 0.7632738948, propagate_forward_time: 38.6369400024, propagate_backward_time: 59.4850311279, weight_update_time: 0.2905743122, other_time: 2.4714660645
epoch time: 8.1820278168s, input_fired_time: 0.1192768961, output_fired_time: 0.0000000000, propagate_forward_time: 7.6466121674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4161386490
validation[          , genome  7150] predictions:    9716/  10000 (97.16%), best:    9747/10000 (97.47%), error:      1022.97821, best error:       833.38391 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 100.6408843994s, input_fired_time: 1.1207959652, output_fired_time: 0.7458403707, propagate_forward_time: 37.9225006104, propagate_backward_time: 58.4518775940, weight_update_time: 0.2866894305, other_time: 2.3998680115
epoch time: 8.1287574768s, input_fired_time: 0.1177726611, output_fired_time: 0.0000000000, propagate_forward_time: 7.6015167236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4094676971
validation[          , genome  7150] predictions:    9737/  10000 (97.37%), best:    9747/10000 (97.47%), error:       890.35480, best error:       833.38391 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 100.6486511230s, input_fired_time: 1.1103155613, output_fired_time: 0.7459115982, propagate_forward_time: 37.8966445923, propagate_backward_time: 58.4888763428, weight_update_time: 0.2869923115, other_time: 2.4069061279
epoch time: 8.1271505356s, input_fired_time: 0.1158091277, output_fired_time: 0.0000000000, propagate_forward_time: 7.6014060974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4099349976
validation[          , genome  7150] predictions:    9693/  10000 (96.93%), best:    9747/10000 (97.47%), error:      1038.22900, best error:       833.38391 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 102.8953781128s, input_fired_time: 1.1498275995, output_fired_time: 0.7644517422, propagate_forward_time: 38.7707061768, propagate_backward_time: 59.7274284363, weight_update_time: 0.2941462994, other_time: 2.4829673767
epoch time: 8.2022962570s, input_fired_time: 0.1193925217, output_fired_time: 0.0000000000, propagate_forward_time: 7.6608104706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220933914
validation[          , genome  7150] predictions:    9723/  10000 (97.23%), best:    9747/10000 (97.47%), error:       908.42548, best error:       833.38391 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 101.6926956177s, input_fired_time: 1.1322394609, output_fired_time: 0.7563796639, propagate_forward_time: 38.3128547668, propagate_backward_time: 59.0341796875, weight_update_time: 0.2895388305, other_time: 2.4570426941
epoch time: 8.1266622543s, input_fired_time: 0.1163720340, output_fired_time: 0.0000000000, propagate_forward_time: 7.5976185799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126715660
validation[          , genome  7150] predictions:    9685/  10000 (96.85%), best:    9747/10000 (97.47%), error:      1026.42883, best error:       833.38391 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 100.6426773071s, input_fired_time: 1.1144707203, output_fired_time: 0.7458825707, propagate_forward_time: 37.8933067322, propagate_backward_time: 58.4712219238, weight_update_time: 0.2870000601, other_time: 2.4177970886
epoch time: 8.1103878021s, input_fired_time: 0.1170601100, output_fired_time: 0.0000000000, propagate_forward_time: 7.5859999657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073276520
validation[          , genome  7150] predictions:    9708/  10000 (97.08%), best:    9747/10000 (97.47%), error:       925.71741, best error:       833.38391 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 100.2027740479s, input_fired_time: 1.0960555077, output_fired_time: 0.7455349565, propagate_forward_time: 37.7500419617, propagate_backward_time: 58.2202835083, weight_update_time: 0.2842406332, other_time: 2.3908576965
epoch time: 8.2952079773s, input_fired_time: 0.1100913882, output_fired_time: 0.0000000000, propagate_forward_time: 7.7639832497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211335182
validation[          , genome  7150] predictions:    9644/  10000 (96.44%), best:    9747/10000 (97.47%), error:      1144.72681, best error:       833.38391 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 103.0053024292s, input_fired_time: 1.1442919970, output_fired_time: 0.7649269700, propagate_forward_time: 38.8638000488, propagate_backward_time: 59.7483863831, weight_update_time: 0.2922962904, other_time: 2.4838905334
epoch time: 8.2778263092s, input_fired_time: 0.1201381087, output_fired_time: 0.0000000000, propagate_forward_time: 7.7388715744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188165665
validation[          , genome  7150] predictions:    9728/  10000 (97.28%), best:    9747/10000 (97.47%), error:       896.75879, best error:       833.38391 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 101.1336898804s, input_fired_time: 1.1026067734, output_fired_time: 0.7562301159, propagate_forward_time: 38.1363258362, propagate_backward_time: 58.7115554810, weight_update_time: 0.2904587984, other_time: 2.4269676208
epoch time: 8.1442127228s, input_fired_time: 0.1149811074, output_fired_time: 0.0000000000, propagate_forward_time: 7.6219148636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073171616
validation[          , genome  7150] predictions:    9513/  10000 (95.13%), best:    9747/10000 (97.47%), error:      1606.53271, best error:       833.38391 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 100.9943389893s, input_fired_time: 1.1039057970, output_fired_time: 0.7471916080, propagate_forward_time: 38.0912513733, propagate_backward_time: 58.6403045654, weight_update_time: 0.2862555385, other_time: 2.4116859436
epoch time: 8.1522493362s, input_fired_time: 0.1140323877, output_fired_time: 0.0000000000, propagate_forward_time: 7.6300549507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4081616402
validation[          , genome  7150] predictions:    9732/  10000 (97.32%), best:    9747/10000 (97.47%), error:       976.47546, best error:       833.38391 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 102.0454254150s, input_fired_time: 1.1128799915, output_fired_time: 0.7547270656, propagate_forward_time: 38.5265808105, propagate_backward_time: 59.2087059021, weight_update_time: 0.2894464135, other_time: 2.4425315857
epoch time: 8.3349704742s, input_fired_time: 0.1197070330, output_fired_time: 0.0000000000, propagate_forward_time: 7.7942981720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209651947
validation[          , genome  7150] predictions:    9660/  10000 (96.60%), best:    9747/10000 (97.47%), error:      1120.97156, best error:       833.38391 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 102.7043380737s, input_fired_time: 1.1395812035, output_fired_time: 0.7601650953, propagate_forward_time: 38.7344284058, propagate_backward_time: 59.6018028259, weight_update_time: 0.2918009758, other_time: 2.4683647156
epoch time: 8.1541385651s, input_fired_time: 0.1164935082, output_fired_time: 0.0000000000, propagate_forward_time: 7.6297264099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4079189301
validation[          , genome  7150] predictions:    9731/  10000 (97.31%), best:    9747/10000 (97.47%), error:       879.50476, best error:       833.38391 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 100.7053756714s, input_fired_time: 1.1062361002, output_fired_time: 0.7471736073, propagate_forward_time: 37.9084053040, propagate_backward_time: 58.5477180481, weight_update_time: 0.2860635221, other_time: 2.3958358765
epoch time: 8.1028022766s, input_fired_time: 0.1158119962, output_fired_time: 0.0000000000, propagate_forward_time: 7.5820221901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049682617
validation[          , genome  7150] predictions:    9738/  10000 (97.38%), best:    9747/10000 (97.47%), error:       888.38910, best error:       833.38391 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 100.6628036499s, input_fired_time: 1.1014592648, output_fired_time: 0.7428345084, propagate_forward_time: 37.8852615356, propagate_backward_time: 58.5438232422, weight_update_time: 0.2854477763, other_time: 2.3894271851
epoch time: 8.1018342972s, input_fired_time: 0.1140910983, output_fired_time: 0.0000000000, propagate_forward_time: 7.5828485489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4048948288
validation[          , genome  7150] predictions:    9695/  10000 (96.95%), best:    9747/10000 (97.47%), error:       980.46448, best error:       833.38391 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 103.4892730713s, input_fired_time: 1.1455308199, output_fired_time: 0.7758231759, propagate_forward_time: 38.9934234619, propagate_backward_time: 60.0915832520, weight_update_time: 0.2930533588, other_time: 2.4829101562
epoch time: 8.2843227386s, input_fired_time: 0.1236428171, output_fired_time: 0.0000000000, propagate_forward_time: 7.7387719154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4219079018
validation[          , genome  7150] predictions:    9719/  10000 (97.19%), best:    9747/10000 (97.47%), error:       925.89667, best error:       833.38391 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 101.0959014893s, input_fired_time: 1.1069022417, output_fired_time: 0.7443439364, propagate_forward_time: 38.0771560669, propagate_backward_time: 58.7618751526, weight_update_time: 0.2867438495, other_time: 2.4056205750
epoch time: 8.1250581741s, input_fired_time: 0.1144776940, output_fired_time: 0.0000000000, propagate_forward_time: 7.6030774117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4075026512
validation[          , genome  7150] predictions:    9667/  10000 (96.67%), best:    9747/10000 (97.47%), error:      1085.22595, best error:       833.38391 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 101.5818481445s, input_fired_time: 1.1177036762, output_fired_time: 0.7504750490, propagate_forward_time: 38.2681961060, propagate_backward_time: 59.0137100220, weight_update_time: 0.2887068391, other_time: 2.4317626953
epoch time: 8.3546247482s, input_fired_time: 0.1201073974, output_fired_time: 0.0000000000, propagate_forward_time: 7.8081469536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4263701439
validation[          , genome  7150] predictions:    9700/  10000 (97.00%), best:    9747/10000 (97.47%), error:      1000.78790, best error:       833.38391 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 103.8954467773s, input_fired_time: 1.1610797644, output_fired_time: 0.7700548768, propagate_forward_time: 39.1295166016, propagate_backward_time: 60.3223190308, weight_update_time: 0.2956938744, other_time: 2.5124740601
epoch time: 8.3559827805s, input_fired_time: 0.1215689778, output_fired_time: 0.0000000000, propagate_forward_time: 7.8113422394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230718613
validation[          , genome  7150] predictions:    9692/  10000 (96.92%), best:    9747/10000 (97.47%), error:      1022.86420, best error:       833.38391 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 100.9426498413s, input_fired_time: 1.1265612841, output_fired_time: 0.7441463470, propagate_forward_time: 38.0393524170, propagate_backward_time: 58.6211814880, weight_update_time: 0.2872695327, other_time: 2.4114036560
epoch time: 8.0933647156s, input_fired_time: 0.1174227968, output_fired_time: 0.0000000000, propagate_forward_time: 7.5690145493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4069275856
validation[          , genome  7150] predictions:    9717/  10000 (97.17%), best:    9747/10000 (97.47%), error:       948.85187, best error:       833.38391 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 100.7925338745s, input_fired_time: 1.1139094830, output_fired_time: 0.7456002831, propagate_forward_time: 37.9777641296, propagate_backward_time: 58.5540428162, weight_update_time: 0.2852810025, other_time: 2.4012222290
epoch time: 8.1411199570s, input_fired_time: 0.1186976358, output_fired_time: 0.0000000000, propagate_forward_time: 7.6116933823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107294083
validation[          , genome  7150] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       828.28699, best error:       828.28699 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 102.0665359497s, input_fired_time: 1.1330169439, output_fired_time: 0.7595945001, propagate_forward_time: 38.4669303894, propagate_backward_time: 59.2606391907, weight_update_time: 0.2881802320, other_time: 2.4463500977
epoch time: 8.3545150757s, input_fired_time: 0.1206888705, output_fired_time: 0.0000000000, propagate_forward_time: 7.8158569336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179697037
validation[          , genome  7150] predictions:    9713/  10000 (97.13%), best:    9761/10000 (97.61%), error:       947.15857, best error:       828.28699 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 103.6305694580s, input_fired_time: 1.1505525112, output_fired_time: 0.7677510977, propagate_forward_time: 39.0431137085, propagate_backward_time: 60.1765098572, weight_update_time: 0.2928827405, other_time: 2.4926414490
epoch time: 8.1336460114s, input_fired_time: 0.1164233238, output_fired_time: 0.0000000000, propagate_forward_time: 7.6083827019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4088397026
validation[          , genome  7150] predictions:    9656/  10000 (96.56%), best:    9761/10000 (97.61%), error:      1133.99573, best error:       828.28699 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 100.5451660156s, input_fired_time: 1.1025176048, output_fired_time: 0.7426357865, propagate_forward_time: 37.9981269836, propagate_backward_time: 58.2957191467, weight_update_time: 0.2867857814, other_time: 2.4061660767
epoch time: 8.1401481628s, input_fired_time: 0.1164244786, output_fired_time: 0.0000000000, propagate_forward_time: 7.6093444824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4143791199
validation[          , genome  7150] predictions:    9445/  10000 (94.45%), best:    9761/10000 (97.61%), error:      1854.22290, best error:       828.28699 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 100.5111694336s, input_fired_time: 1.1063559055, output_fired_time: 0.7480188012, propagate_forward_time: 38.0556144714, propagate_backward_time: 58.1944122314, weight_update_time: 0.2846191525, other_time: 2.4067726135
epoch time: 8.0884990692s, input_fired_time: 0.1158178672, output_fired_time: 0.0000000000, propagate_forward_time: 7.5733337402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993473053
validation[          , genome  7150] predictions:    9511/  10000 (95.11%), best:    9761/10000 (97.61%), error:      1610.02087, best error:       828.28699 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 104.9352874756s, input_fired_time: 1.1690181494, output_fired_time: 0.7832076550, propagate_forward_time: 39.7488288879, propagate_backward_time: 60.6884155273, weight_update_time: 0.3091369867, other_time: 2.5458106995
epoch time: 8.5072031021s, input_fired_time: 0.1172708645, output_fired_time: 0.0000000000, propagate_forward_time: 7.9499506950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399819374
validation[          , genome  7150] predictions:    9545/  10000 (95.45%), best:    9761/10000 (97.61%), error:      1475.38037, best error:       828.28699 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 102.0610656738s, input_fired_time: 1.1288921833, output_fired_time: 0.7569552064, propagate_forward_time: 38.6437530518, propagate_backward_time: 59.0791053772, weight_update_time: 0.2917211056, other_time: 2.4523582458
epoch time: 8.1167869568s, input_fired_time: 0.1165002957, output_fired_time: 0.0000000000, propagate_forward_time: 7.5919642448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4083228111
validation[          , genome  7150] predictions:    9634/  10000 (96.34%), best:    9761/10000 (97.61%), error:      1240.40515, best error:       828.28699 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 100.9573287964s, input_fired_time: 1.1163837910, output_fired_time: 0.7529767752, propagate_forward_time: 38.1599693298, propagate_backward_time: 58.5049362183, weight_update_time: 0.2866961956, other_time: 2.4230613708
epoch time: 8.2334938049s, input_fired_time: 0.1169897020, output_fired_time: 0.0000000000, propagate_forward_time: 7.7031292915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133744240
validation[          , genome  7150] predictions:    9637/  10000 (96.37%), best:    9761/10000 (97.61%), error:      1228.87659, best error:       828.28699 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 100.6160125732s, input_fired_time: 1.1133261919, output_fired_time: 0.7500852346, propagate_forward_time: 38.0301551819, propagate_backward_time: 58.2990608215, weight_update_time: 0.2862574458, other_time: 2.4233856201
epoch time: 8.1314687729s, input_fired_time: 0.1155020669, output_fired_time: 0.0000000000, propagate_forward_time: 7.6081571579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4078092575
validation[          , genome  7150] predictions:    9617/  10000 (96.17%), best:    9761/10000 (97.61%), error:      1283.42200, best error:       828.28699 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 114.1800537109s, input_fired_time: 1.2705522776, output_fired_time: 0.8514947295, propagate_forward_time: 43.1001091003, propagate_backward_time: 66.1638259888, weight_update_time: 0.3200776875, other_time: 2.7940750122
epoch time: 8.5412254333s, input_fired_time: 0.1237340197, output_fired_time: 0.0000000000, propagate_forward_time: 7.9874262810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4300646782
validation[          , genome  7150] predictions:    9654/  10000 (96.54%), best:    9761/10000 (97.61%), error:      1155.92310, best error:       828.28699 on epoch:    91, 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: 43.3943367004s, input_fired_time: 0.6206424832, output_fired_time: 0.0000000000, propagate_forward_time: 40.5496101379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2240829468
best training[          , genome  7150] predictions:   49634/  50000 (99.27%), best:    9761/10000 (97.61%), error:      1574.12671, best error:       828.28699 on epoch:    91, 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: 8.1893110275s, input_fired_time: 0.1165843904, output_fired_time: 0.0000000000, propagate_forward_time: 7.6619162560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4108099937
   testing[          , genome  7150] predictions:    9789/  10000 (97.89%), best:    9761/10000 (97.61%), error:       733.15039, best error:       828.28699 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:30:38 (19062): called boinc_finish(0)

</stderr_txt>
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