Nameexact_genome_1512568488_41_1859_1
Workunit2580611
Created6 Dec 2017, 21:05:18 UTC
Sent6 Dec 2017, 21:06:55 UTC
Report deadline10 Dec 2017, 16:46:26 UTC
Received6 Dec 2017, 23:04:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 56 min 53 sec
CPU time1 hours 56 min 30 sec
Validate stateValid
Credit954.78
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.32 MB
Peak swap size155.93 MB
Peak disk usage1.40 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0816706717, output_fired_time: 0.0000000000, propagate_forward_time: 4.8297195435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4431838989
validation[          , genome  1859] predictions:    9209/  10000 (92.09%), best:    9257/10000 (92.57%), error:      2618.68359, best error:      2527.64014 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 63.2532691956s, input_fired_time: 0.6155363321, output_fired_time: 0.5489915013, propagate_forward_time: 23.6239814758, propagate_backward_time: 36.0047225952, weight_update_time: 0.1100085378, other_time: 2.4600372314
epoch time: 5.1023826599s, input_fired_time: 0.0770175830, output_fired_time: 0.0000000000, propagate_forward_time: 4.5989880562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4263768196
validation[          , genome  1859] predictions:    9203/  10000 (92.03%), best:    9257/10000 (92.57%), error:      2638.99219, best error:      2527.64014 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 63.9424018860s, input_fired_time: 0.6193029881, output_fired_time: 0.5558820367, propagate_forward_time: 24.0119190216, propagate_backward_time: 36.3183097839, weight_update_time: 0.1098958850, other_time: 2.4369850159
epoch time: 5.2836661339s, input_fired_time: 0.0791009292, output_fired_time: 0.0000000000, propagate_forward_time: 4.7685241699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4360408783
validation[          , genome  1859] predictions:    9251/  10000 (92.51%), best:    9257/10000 (92.57%), error:      2536.12354, best error:      2527.64014 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 63.6704864502s, input_fired_time: 0.6171881557, output_fired_time: 0.5536580086, propagate_forward_time: 23.8044147491, propagate_backward_time: 36.2370185852, weight_update_time: 0.1098078489, other_time: 2.4582099915
epoch time: 5.1134262085s, input_fired_time: 0.0760642588, output_fired_time: 0.0000000000, propagate_forward_time: 4.6072473526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4301147461
validation[          , genome  1859] predictions:    9260/  10000 (92.60%), best:    9260/10000 (92.60%), error:      2467.73682, best error:      2467.73682 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 63.7391586304s, input_fired_time: 0.6212409735, output_fired_time: 0.5535360575, propagate_forward_time: 23.8223648071, propagate_backward_time: 36.2760581970, weight_update_time: 0.1107304618, other_time: 2.4659576416
epoch time: 5.3117036819s, input_fired_time: 0.0784424692, output_fired_time: 0.0000000000, propagate_forward_time: 4.8009853363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4322757721
validation[          , genome  1859] predictions:    9273/  10000 (92.73%), best:    9260/10000 (92.60%), error:      2470.93896, best error:      2467.73682 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 63.7669944763s, input_fired_time: 0.6232950091, output_fired_time: 0.5538300276, propagate_forward_time: 23.8237876892, propagate_backward_time: 36.2835311890, weight_update_time: 0.1112598926, other_time: 2.4825515747
epoch time: 5.3222217560s, input_fired_time: 0.0804454759, output_fired_time: 0.0000000000, propagate_forward_time: 4.7995905876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421858788
validation[          , genome  1859] predictions:    9255/  10000 (92.55%), best:    9260/10000 (92.60%), error:      2506.01074, best error:      2467.73682 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 63.9622840881s, input_fired_time: 0.6248240471, output_fired_time: 0.5559885502, propagate_forward_time: 23.9008617401, propagate_backward_time: 36.3831443787, weight_update_time: 0.1120319664, other_time: 2.4974632263
epoch time: 5.3521003723s, input_fired_time: 0.0789990649, output_fired_time: 0.0000000000, propagate_forward_time: 4.8422412872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308600426
validation[          , genome  1859] predictions:    9222/  10000 (92.22%), best:    9260/10000 (92.60%), error:      2698.64355, best error:      2467.73682 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 63.2528076172s, input_fired_time: 0.6151795983, output_fired_time: 0.5497354865, propagate_forward_time: 23.6706047058, propagate_backward_time: 35.9859962463, weight_update_time: 0.1090827957, other_time: 2.4312896729
epoch time: 5.3244204521s, input_fired_time: 0.0785203055, output_fired_time: 0.0000000000, propagate_forward_time: 4.8227019310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4231982231
validation[          , genome  1859] predictions:    9244/  10000 (92.44%), best:    9260/10000 (92.60%), error:      2523.27734, best error:      2467.73682 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 63.5668373108s, input_fired_time: 0.6116380095, output_fired_time: 0.5496777296, propagate_forward_time: 23.8349781036, propagate_backward_time: 36.1734085083, weight_update_time: 0.1090413705, other_time: 2.3971328735
epoch time: 5.2166600227s, input_fired_time: 0.0809574500, output_fired_time: 0.0000000000, propagate_forward_time: 4.6719627380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637398720
validation[          , genome  1859] predictions:    9203/  10000 (92.03%), best:    9260/10000 (92.60%), error:      2668.15210, best error:      2467.73682 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 61.8610916138s, input_fired_time: 0.6047938466, output_fired_time: 0.5366429090, propagate_forward_time: 23.0902576447, propagate_backward_time: 35.1959915161, weight_update_time: 0.1080701500, other_time: 2.4334030151
epoch time: 5.3231949806s, input_fired_time: 0.0804899931, output_fired_time: 0.0000000000, propagate_forward_time: 4.7965817451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4461231232
validation[          , genome  1859] predictions:    9276/  10000 (92.76%), best:    9276/10000 (92.76%), error:      2425.07544, best error:      2425.07544 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 63.7198371887s, input_fired_time: 0.6189398766, output_fired_time: 0.5557861924, propagate_forward_time: 23.8164005280, propagate_backward_time: 36.2816886902, weight_update_time: 0.1105251610, other_time: 2.4470252991
epoch time: 5.3322181702s, input_fired_time: 0.0786688030, output_fired_time: 0.0000000000, propagate_forward_time: 4.8217806816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317688942
validation[          , genome  1859] predictions:    9275/  10000 (92.75%), best:    9276/10000 (92.76%), error:      2468.71460, best error:      2425.07544 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 63.7253379822s, input_fired_time: 0.6187475324, output_fired_time: 0.5533342957, propagate_forward_time: 23.8791313171, propagate_backward_time: 36.2494010925, weight_update_time: 0.1101007089, other_time: 2.4247245789
epoch time: 5.3346786499s, input_fired_time: 0.0787097663, output_fired_time: 0.0000000000, propagate_forward_time: 4.8276748657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282941818
validation[          , genome  1859] predictions:    9268/  10000 (92.68%), best:    9276/10000 (92.76%), error:      2508.20605, best error:      2425.07544 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 63.4666290283s, input_fired_time: 0.6183453202, output_fired_time: 0.5510702133, propagate_forward_time: 23.7464790344, propagate_backward_time: 36.1469764709, weight_update_time: 0.1090587825, other_time: 2.4037551880
epoch time: 5.1267900467s, input_fired_time: 0.0765035525, output_fired_time: 0.0000000000, propagate_forward_time: 4.6359262466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4143600464
validation[          , genome  1859] predictions:    9270/  10000 (92.70%), best:    9276/10000 (92.76%), error:      2506.76343, best error:      2425.07544 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 63.7730751038s, input_fired_time: 0.6177334189, output_fired_time: 0.5519424081, propagate_forward_time: 23.8469924927, propagate_backward_time: 36.3425750732, weight_update_time: 0.1088396385, other_time: 2.4138336182
epoch time: 5.3074750900s, input_fired_time: 0.0781603828, output_fired_time: 0.0000000000, propagate_forward_time: 4.8062977791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230170250
validation[          , genome  1859] predictions:    9256/  10000 (92.56%), best:    9276/10000 (92.76%), error:      2548.91846, best error:      2425.07544 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 63.4385795593s, input_fired_time: 0.6198672056, output_fired_time: 0.5532752872, propagate_forward_time: 23.7455596924, propagate_backward_time: 36.0739669800, weight_update_time: 0.1098585501, other_time: 2.4459114075
epoch time: 5.2165803909s, input_fired_time: 0.0776903778, output_fired_time: 0.0000000000, propagate_forward_time: 4.7197089195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191808701
validation[          , genome  1859] predictions:    9283/  10000 (92.83%), best:    9276/10000 (92.76%), error:      2431.39233, best error:      2425.07544 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 63.6613998413s, input_fired_time: 0.6150870323, output_fired_time: 0.5530022383, propagate_forward_time: 23.8251399994, propagate_backward_time: 36.2821655273, weight_update_time: 0.1080608591, other_time: 2.3860092163
epoch time: 5.4270415306s, input_fired_time: 0.0828518420, output_fired_time: 0.0000000000, propagate_forward_time: 4.8916549683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4525346756
validation[          , genome  1859] predictions:    9265/  10000 (92.65%), best:    9276/10000 (92.76%), error:      2438.74707, best error:      2425.07544 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 63.9567298889s, input_fired_time: 0.6264983416, output_fired_time: 0.5554316044, propagate_forward_time: 23.9349670410, propagate_backward_time: 36.3494949341, weight_update_time: 0.1109690368, other_time: 2.4903373718
epoch time: 5.3059563637s, input_fired_time: 0.0806707218, output_fired_time: 0.0000000000, propagate_forward_time: 4.7766427994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486427307
validation[          , genome  1859] predictions:    9267/  10000 (92.67%), best:    9276/10000 (92.76%), error:      2476.32690, best error:      2425.07544 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 63.6554870605s, input_fired_time: 0.6219052076, output_fired_time: 0.5514789820, propagate_forward_time: 23.8371448517, propagate_backward_time: 36.1947746277, weight_update_time: 0.1101503670, other_time: 2.4501838684
epoch time: 5.2688403130s, input_fired_time: 0.0787230954, output_fired_time: 0.0000000000, propagate_forward_time: 4.7595510483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4305663109
validation[          , genome  1859] predictions:    9263/  10000 (92.63%), best:    9276/10000 (92.76%), error:      2473.33154, best error:      2425.07544 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 63.4729080200s, input_fired_time: 0.6213752627, output_fired_time: 0.5527418852, propagate_forward_time: 23.7880020142, propagate_backward_time: 36.0722198486, weight_update_time: 0.1097038984, other_time: 2.4385681152
epoch time: 5.2427310944s, input_fired_time: 0.0803020969, output_fired_time: 0.0000000000, propagate_forward_time: 4.7261004448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363284111
validation[          , genome  1859] predictions:    9277/  10000 (92.77%), best:    9276/10000 (92.76%), error:      2497.49609, best error:      2425.07544 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 63.3773078918s, input_fired_time: 0.6203504205, output_fired_time: 0.5519339442, propagate_forward_time: 23.7008590698, propagate_backward_time: 36.0616416931, weight_update_time: 0.1110729724, other_time: 2.4425239563
epoch time: 5.1266522408s, input_fired_time: 0.0770713687, output_fired_time: 0.0000000000, propagate_forward_time: 4.6159234047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4336576462
validation[          , genome  1859] predictions:    9266/  10000 (92.66%), best:    9276/10000 (92.76%), error:      2450.60889, best error:      2425.07544 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 63.3432044983s, input_fired_time: 0.6191047430, output_fired_time: 0.5539292097, propagate_forward_time: 23.6670894623, propagate_backward_time: 36.0489959717, weight_update_time: 0.1100014076, other_time: 2.4540863037
epoch time: 5.2572250366s, input_fired_time: 0.0787220374, output_fired_time: 0.0000000000, propagate_forward_time: 4.7476716042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308314323
validation[          , genome  1859] predictions:    9291/  10000 (92.91%), best:    9276/10000 (92.76%), error:      2467.69092, best error:      2425.07544 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 63.8686943054s, input_fired_time: 0.6219099760, output_fired_time: 0.5527814627, propagate_forward_time: 23.8422718048, propagate_backward_time: 36.3862457275, weight_update_time: 0.1101287976, other_time: 2.4654846191
epoch time: 5.1449203491s, input_fired_time: 0.0770785436, output_fired_time: 0.0000000000, propagate_forward_time: 4.6511611938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166808128
validation[          , genome  1859] predictions:    9255/  10000 (92.55%), best:    9276/10000 (92.76%), error:      2508.66772, best error:      2425.07544 on epoch:    23, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 62.9142379761s, input_fired_time: 0.6217286587, output_fired_time: 0.5480145216, propagate_forward_time: 23.4927330017, propagate_backward_time: 35.7832908630, weight_update_time: 0.1111206263, other_time: 2.4684715271
epoch time: 5.3429589272s, input_fired_time: 0.0794250146, output_fired_time: 0.0000000000, propagate_forward_time: 4.8379034996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4256305695
validation[          , genome  1859] predictions:    9291/  10000 (92.91%), best:    9291/10000 (92.91%), error:      2389.71777, best error:      2389.71777 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 64.0867156982s, input_fired_time: 0.6308574677, output_fired_time: 0.5604643226, propagate_forward_time: 23.9802761078, propagate_backward_time: 36.4344978333, weight_update_time: 0.1116520539, other_time: 2.4806175232
epoch time: 5.2855548859s, input_fired_time: 0.0791741461, output_fired_time: 0.0000000000, propagate_forward_time: 4.7775297165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288511276
validation[          , genome  1859] predictions:    9278/  10000 (92.78%), best:    9291/10000 (92.91%), error:      2426.15723, best error:      2389.71777 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 63.6318855286s, input_fired_time: 0.6287404299, output_fired_time: 0.5546969175, propagate_forward_time: 23.7790756226, propagate_backward_time: 36.1741867065, weight_update_time: 0.1110817716, other_time: 2.4951858521
epoch time: 5.3144865036s, input_fired_time: 0.0844728276, output_fired_time: 0.0000000000, propagate_forward_time: 4.7712583542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587554932
validation[          , genome  1859] predictions:    9298/  10000 (92.98%), best:    9291/10000 (92.91%), error:      2450.79858, best error:      2389.71777 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 63.7502136230s, input_fired_time: 0.6228826642, output_fired_time: 0.5561866164, propagate_forward_time: 23.8658752441, propagate_backward_time: 36.2705535889, weight_update_time: 0.1093577817, other_time: 2.4347152710
epoch time: 5.2323617935s, input_fired_time: 0.0790174603, output_fired_time: 0.0000000000, propagate_forward_time: 4.7195825577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337615967
validation[          , genome  1859] predictions:    9287/  10000 (92.87%), best:    9291/10000 (92.91%), error:      2395.70386, best error:      2389.71777 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 63.6511039734s, input_fired_time: 0.6269934773, output_fired_time: 0.5550109148, propagate_forward_time: 23.8316383362, propagate_backward_time: 36.1570777893, weight_update_time: 0.1109460592, other_time: 2.4803810120
epoch time: 5.3185539246s, input_fired_time: 0.0785945654, output_fired_time: 0.0000000000, propagate_forward_time: 4.8188042641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211549759
validation[          , genome  1859] predictions:    9291/  10000 (92.91%), best:    9291/10000 (92.91%), error:      2371.96826, best error:      2371.96826 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 63.6864395142s, input_fired_time: 0.6242964268, output_fired_time: 0.5522067547, propagate_forward_time: 23.8687820435, propagate_backward_time: 36.1689796448, weight_update_time: 0.1114851832, other_time: 2.4721717834
epoch time: 5.2963309288s, input_fired_time: 0.0798781514, output_fired_time: 0.0000000000, propagate_forward_time: 4.7791090012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373435974
validation[          , genome  1859] predictions:    9238/  10000 (92.38%), best:    9291/10000 (92.91%), error:      2599.24341, best error:      2371.96826 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 63.3841323853s, input_fired_time: 0.6248174310, output_fired_time: 0.5516948700, propagate_forward_time: 23.7441768646, propagate_backward_time: 36.0332908630, weight_update_time: 0.1092364565, other_time: 2.4301490784
epoch time: 5.3297877312s, input_fired_time: 0.0804582387, output_fired_time: 0.0000000000, propagate_forward_time: 4.8140473366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4352822304
validation[          , genome  1859] predictions:    9288/  10000 (92.88%), best:    9291/10000 (92.91%), error:      2387.66309, best error:      2371.96826 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 63.0267486572s, input_fired_time: 0.6311910748, output_fired_time: 0.5539957285, propagate_forward_time: 23.4714431763, propagate_backward_time: 35.8399429321, weight_update_time: 0.1117262840, other_time: 2.5301742554
epoch time: 5.3146181107s, input_fired_time: 0.0823418871, output_fired_time: 0.0000000000, propagate_forward_time: 4.7870521545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452242851
validation[          , genome  1859] predictions:    9283/  10000 (92.83%), best:    9291/10000 (92.91%), error:      2429.30005, best error:      2371.96826 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 63.0538558960s, input_fired_time: 0.6296324134, output_fired_time: 0.5506854057, propagate_forward_time: 23.5474929810, propagate_backward_time: 35.8447723389, weight_update_time: 0.1103859320, other_time: 2.4812736511
epoch time: 5.3282098770s, input_fired_time: 0.0819619894, output_fired_time: 0.0000000000, propagate_forward_time: 4.8075985909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386491776
validation[          , genome  1859] predictions:    9290/  10000 (92.90%), best:    9291/10000 (92.91%), error:      2385.17114, best error:      2371.96826 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 64.1364440918s, input_fired_time: 0.6308889389, output_fired_time: 0.5583106279, propagate_forward_time: 24.0287761688, propagate_backward_time: 36.4505462646, weight_update_time: 0.1114733964, other_time: 2.4679183960
epoch time: 5.3031210899s, input_fired_time: 0.0803599432, output_fired_time: 0.0000000000, propagate_forward_time: 4.7888188362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339423180
validation[          , genome  1859] predictions:    9289/  10000 (92.89%), best:    9291/10000 (92.91%), error:      2408.60449, best error:      2371.96826 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 63.2915992737s, input_fired_time: 0.6233834028, output_fired_time: 0.5511243939, propagate_forward_time: 23.6561965942, propagate_backward_time: 36.0261878967, weight_update_time: 0.1095964685, other_time: 2.4347076416
epoch time: 5.3163790703s, input_fired_time: 0.0809937939, output_fired_time: 0.0000000000, propagate_forward_time: 4.8034625053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4319229126
validation[          , genome  1859] predictions:    9302/  10000 (93.02%), best:    9291/10000 (92.91%), error:      2390.00854, best error:      2371.96826 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 63.8228721619s, input_fired_time: 0.6212583780, output_fired_time: 0.5533219576, propagate_forward_time: 23.9178447723, propagate_backward_time: 36.2909965515, weight_update_time: 0.1096911207, other_time: 2.4394493103
epoch time: 5.3066973686s, input_fired_time: 0.0799283162, output_fired_time: 0.0000000000, propagate_forward_time: 4.8026027679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4241662025
validation[          , genome  1859] predictions:    9279/  10000 (92.79%), best:    9279/10000 (92.79%), error:      2371.42920, best error:      2371.42920 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 63.7356376648s, input_fired_time: 0.6238301396, output_fired_time: 0.5527347922, propagate_forward_time: 23.8497352600, propagate_backward_time: 36.2679634094, weight_update_time: 0.1098395288, other_time: 2.4413757324
epoch time: 5.0143480301s, input_fired_time: 0.0783216655, output_fired_time: 0.0000000000, propagate_forward_time: 4.5138912201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221353531
validation[          , genome  1859] predictions:    9272/  10000 (92.72%), best:    9279/10000 (92.79%), error:      2413.05054, best error:      2371.42920 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 63.1650505066s, input_fired_time: 0.6281710267, output_fired_time: 0.5510293245, propagate_forward_time: 23.5917091370, propagate_backward_time: 35.9277229309, weight_update_time: 0.1094796509, other_time: 2.4664192200
epoch time: 4.9749569893s, input_fired_time: 0.0794752017, output_fired_time: 0.0000000000, propagate_forward_time: 4.4677972794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276843071
validation[          , genome  1859] predictions:    9287/  10000 (92.87%), best:    9279/10000 (92.79%), error:      2379.11890, best error:      2371.42920 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 63.8753509521s, input_fired_time: 0.6320879459, output_fired_time: 0.5568336248, propagate_forward_time: 23.8940315247, propagate_backward_time: 36.3074989319, weight_update_time: 0.1110663414, other_time: 2.4848976135
epoch time: 5.3275241852s, input_fired_time: 0.0811202675, output_fired_time: 0.0000000000, propagate_forward_time: 4.8131875992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332160950
validation[          , genome  1859] predictions:    9295/  10000 (92.95%), best:    9279/10000 (92.79%), error:      2398.89380, best error:      2371.42920 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 63.6185302734s, input_fired_time: 0.6291065216, output_fired_time: 0.5535672307, propagate_forward_time: 23.7767505646, propagate_backward_time: 36.2099990845, weight_update_time: 0.1102681458, other_time: 2.4491119385
epoch time: 5.3270859718s, input_fired_time: 0.0816808864, output_fired_time: 0.0000000000, propagate_forward_time: 4.8122711182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4331340790
validation[          , genome  1859] predictions:    9265/  10000 (92.65%), best:    9279/10000 (92.79%), error:      2471.38354, best error:      2371.42920 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 63.4643745422s, input_fired_time: 0.6298320889, output_fired_time: 0.5537302494, propagate_forward_time: 23.7493648529, propagate_backward_time: 36.0786933899, weight_update_time: 0.1095139384, other_time: 2.4527549744
epoch time: 5.0552263260s, input_fired_time: 0.0782858133, output_fired_time: 0.0000000000, propagate_forward_time: 4.5516304970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253101349
validation[          , genome  1859] predictions:    9293/  10000 (92.93%), best:    9293/10000 (92.93%), error:      2364.42822, best error:      2364.42822 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 63.5803680420s, input_fired_time: 0.6293047071, output_fired_time: 0.5528199673, propagate_forward_time: 23.8069915771, propagate_backward_time: 36.1336097717, weight_update_time: 0.1106229872, other_time: 2.4576454163
epoch time: 5.2752633095s, input_fired_time: 0.0792069063, output_fired_time: 0.0000000000, propagate_forward_time: 4.7771921158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188642502
validation[          , genome  1859] predictions:    9269/  10000 (92.69%), best:    9293/10000 (92.93%), error:      2392.44507, best error:      2364.42822 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 63.6938629150s, input_fired_time: 0.6315988302, output_fired_time: 0.5578837395, propagate_forward_time: 23.7789936066, propagate_backward_time: 36.2382507324, weight_update_time: 0.1118978932, other_time: 2.4871368408
epoch time: 5.2743988037s, input_fired_time: 0.0797496215, output_fired_time: 0.0000000000, propagate_forward_time: 4.7685008049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261484146
validation[          , genome  1859] predictions:    9295/  10000 (92.95%), best:    9295/10000 (92.95%), error:      2340.13452, best error:      2340.13452 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 63.5820198059s, input_fired_time: 0.6312517524, output_fired_time: 0.5541099310, propagate_forward_time: 23.7349777222, propagate_backward_time: 36.1578025818, weight_update_time: 0.1112445593, other_time: 2.5038757324
epoch time: 5.3458623886s, input_fired_time: 0.0826311707, output_fired_time: 0.0000000000, propagate_forward_time: 4.8245701790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386610985
validation[          , genome  1859] predictions:    9296/  10000 (92.96%), best:    9295/10000 (92.95%), error:      2367.12402, best error:      2340.13452 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 62.8406715393s, input_fired_time: 0.6311429143, output_fired_time: 0.5503895283, propagate_forward_time: 23.4592456818, propagate_backward_time: 35.7368888855, weight_update_time: 0.1100362167, other_time: 2.4630088806
epoch time: 5.2484879494s, input_fired_time: 0.0799364969, output_fired_time: 0.0000000000, propagate_forward_time: 4.7436475754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249038696
validation[          , genome  1859] predictions:    9299/  10000 (92.99%), best:    9295/10000 (92.95%), error:      2370.17139, best error:      2340.13452 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 63.6520309448s, input_fired_time: 0.6274816394, output_fired_time: 0.5544993281, propagate_forward_time: 23.8026752472, propagate_backward_time: 36.2304420471, weight_update_time: 0.1097207591, other_time: 2.4369316101
epoch time: 5.3021211624s, input_fired_time: 0.0830822289, output_fired_time: 0.0000000000, propagate_forward_time: 4.7775797844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4414591789
validation[          , genome  1859] predictions:    9294/  10000 (92.94%), best:    9295/10000 (92.95%), error:      2379.51611, best error:      2340.13452 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 63.7265434265s, input_fired_time: 0.6300650239, output_fired_time: 0.5534156561, propagate_forward_time: 23.8287010193, propagate_backward_time: 36.2661666870, weight_update_time: 0.1104467809, other_time: 2.4481925964
epoch time: 5.2864809036s, input_fired_time: 0.0808867738, output_fired_time: 0.0000000000, propagate_forward_time: 4.7842612267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4213328362
validation[          , genome  1859] predictions:    9299/  10000 (92.99%), best:    9295/10000 (92.95%), error:      2401.88135, best error:      2340.13452 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 63.3040733337s, input_fired_time: 0.6349444985, output_fired_time: 0.5519802570, propagate_forward_time: 23.6176147461, propagate_backward_time: 36.0040931702, weight_update_time: 0.1107443422, other_time: 2.4954414368
epoch time: 5.2634072304s, input_fired_time: 0.0827079788, output_fired_time: 0.0000000000, propagate_forward_time: 4.7488069534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318923950
validation[          , genome  1859] predictions:    9303/  10000 (93.03%), best:    9303/10000 (93.03%), error:      2334.38623, best error:      2334.38623 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 63.5188827515s, input_fired_time: 0.6311838627, output_fired_time: 0.5521802902, propagate_forward_time: 23.7264404297, propagate_backward_time: 36.1724853516, weight_update_time: 0.1101738513, other_time: 2.4365921021
epoch time: 5.3157310486s, input_fired_time: 0.0798033997, output_fired_time: 0.0000000000, propagate_forward_time: 4.8199801445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4159474373
validation[          , genome  1859] predictions:    9293/  10000 (92.93%), best:    9303/10000 (93.03%), error:      2338.97632, best error:      2334.38623 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 63.8165168762s, input_fired_time: 0.6322651505, output_fired_time: 0.5576777458, propagate_forward_time: 23.8265876770, propagate_backward_time: 36.3348236084, weight_update_time: 0.1115465611, other_time: 2.4651603699
epoch time: 5.3067378998s, input_fired_time: 0.0812891945, output_fired_time: 0.0000000000, propagate_forward_time: 4.7942643166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4311842918
validation[          , genome  1859] predictions:    9319/  10000 (93.19%), best:    9319/10000 (93.19%), error:      2327.77173, best error:      2327.77173 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 61.7852973938s, input_fired_time: 0.6241948605, output_fired_time: 0.5414742827, propagate_forward_time: 22.9992923737, propagate_backward_time: 35.1321487427, weight_update_time: 0.1103331670, other_time: 2.4881896973
epoch time: 5.3174462318s, input_fired_time: 0.0828759149, output_fired_time: 0.0000000000, propagate_forward_time: 4.7973542213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372162819
validation[          , genome  1859] predictions:    9295/  10000 (92.95%), best:    9319/10000 (93.19%), error:      2355.57568, best error:      2327.77173 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 63.9823150635s, input_fired_time: 0.6413792968, output_fired_time: 0.5579749942, propagate_forward_time: 23.9575786591, propagate_backward_time: 36.3069076538, weight_update_time: 0.1131081730, other_time: 2.5184707642
epoch time: 5.3702220917s, input_fired_time: 0.0846960619, output_fired_time: 0.0000000000, propagate_forward_time: 4.8375115395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4480142593
validation[          , genome  1859] predictions:    9286/  10000 (92.86%), best:    9319/10000 (93.19%), error:      2373.42798, best error:      2327.77173 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 64.1083297729s, input_fired_time: 0.6395859718, output_fired_time: 0.5600208640, propagate_forward_time: 23.9691810608, propagate_backward_time: 36.4554710388, weight_update_time: 0.1116704866, other_time: 2.4840698242
epoch time: 5.0310139656s, input_fired_time: 0.0803435445, output_fired_time: 0.0000000000, propagate_forward_time: 4.5178203583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4328498840
validation[          , genome  1859] predictions:    9309/  10000 (93.09%), best:    9319/10000 (93.19%), error:      2347.91382, best error:      2327.77173 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 63.7896041870s, input_fired_time: 0.6389667988, output_fired_time: 0.5546556711, propagate_forward_time: 23.8901271820, propagate_backward_time: 36.2245864868, weight_update_time: 0.1114411354, other_time: 2.4812698364
epoch time: 5.3122358322s, input_fired_time: 0.0811995938, output_fired_time: 0.0000000000, propagate_forward_time: 4.8051443100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258918762
validation[          , genome  1859] predictions:    9308/  10000 (93.08%), best:    9308/10000 (93.08%), error:      2322.31909, best error:      2322.31909 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 63.6279335022s, input_fired_time: 0.6363727450, output_fired_time: 0.5534815788, propagate_forward_time: 23.7713623047, propagate_backward_time: 36.1697769165, weight_update_time: 0.1119090766, other_time: 2.4969406128
epoch time: 5.3540081978s, input_fired_time: 0.0834350064, output_fired_time: 0.0000000000, propagate_forward_time: 4.8319044113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386687279
validation[          , genome  1859] predictions:    9295/  10000 (92.95%), best:    9308/10000 (93.08%), error:      2361.85229, best error:      2322.31909 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 63.9246635437s, input_fired_time: 0.6427426934, output_fired_time: 0.5584908724, propagate_forward_time: 23.9175281525, propagate_backward_time: 36.2880058289, weight_update_time: 0.1123314500, other_time: 2.5178947449
epoch time: 5.3031578064s, input_fired_time: 0.0805811360, output_fired_time: 0.0000000000, propagate_forward_time: 4.7961449623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4264316559
validation[          , genome  1859] predictions:    9306/  10000 (93.06%), best:    9308/10000 (93.08%), error:      2323.30591, best error:      2322.31909 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 64.1572036743s, input_fired_time: 0.6444718242, output_fired_time: 0.5588777065, propagate_forward_time: 23.9644050598, propagate_backward_time: 36.4537658691, weight_update_time: 0.1128005087, other_time: 2.5356864929
epoch time: 5.2897582054s, input_fired_time: 0.0828518122, output_fired_time: 0.0000000000, propagate_forward_time: 4.7635345459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433717728
validation[          , genome  1859] predictions:    9288/  10000 (92.88%), best:    9308/10000 (93.08%), error:      2408.83374, best error:      2322.31909 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 63.7447586060s, input_fired_time: 0.6341638565, output_fired_time: 0.5542121530, propagate_forward_time: 23.8342113495, propagate_backward_time: 36.2766494751, weight_update_time: 0.1097837016, other_time: 2.4455261230
epoch time: 5.2347116470s, input_fired_time: 0.0811796337, output_fired_time: 0.0000000000, propagate_forward_time: 4.7249135971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286184311
validation[          , genome  1859] predictions:    9310/  10000 (93.10%), best:    9308/10000 (93.08%), error:      2333.14429, best error:      2322.31909 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 63.7161178589s, input_fired_time: 0.6489219069, output_fired_time: 0.5611498356, propagate_forward_time: 23.7496833801, propagate_backward_time: 36.1747398376, weight_update_time: 0.1141275838, other_time: 2.5816230774
epoch time: 5.3164510727s, input_fired_time: 0.0847446993, output_fired_time: 0.0000000000, propagate_forward_time: 4.7859616280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457445145
validation[          , genome  1859] predictions:    9303/  10000 (93.03%), best:    9308/10000 (93.08%), error:      2384.49951, best error:      2322.31909 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 63.4221115112s, input_fired_time: 0.6390756965, output_fired_time: 0.5562220216, propagate_forward_time: 23.6497764587, propagate_backward_time: 36.0792045593, weight_update_time: 0.1114826202, other_time: 2.4978332520
epoch time: 5.3009834290s, input_fired_time: 0.0821539760, output_fired_time: 0.0000000000, propagate_forward_time: 4.7876915932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4311380386
validation[          , genome  1859] predictions:    9304/  10000 (93.04%), best:    9308/10000 (93.08%), error:      2368.82544, best error:      2322.31909 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 63.3536109924s, input_fired_time: 0.6375078559, output_fired_time: 0.5544904470, propagate_forward_time: 23.6792793274, propagate_backward_time: 36.0029792786, weight_update_time: 0.1102829427, other_time: 2.4793548584
epoch time: 5.3110418320s, input_fired_time: 0.0810603425, output_fired_time: 0.0000000000, propagate_forward_time: 4.7982010841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317803383
validation[          , genome  1859] predictions:    9279/  10000 (92.79%), best:    9308/10000 (93.08%), error:      2466.04199, best error:      2322.31909 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 63.7483139038s, input_fired_time: 0.6401625872, output_fired_time: 0.5544730425, propagate_forward_time: 23.8870067596, propagate_backward_time: 36.1927795410, weight_update_time: 0.1105000153, other_time: 2.4738922119
epoch time: 5.2658381462s, input_fired_time: 0.0812513456, output_fired_time: 0.0000000000, propagate_forward_time: 4.7508411407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337458611
validation[          , genome  1859] predictions:    9304/  10000 (93.04%), best:    9308/10000 (93.08%), error:      2328.57813, best error:      2322.31909 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 64.0975112915s, input_fired_time: 0.6463229656, output_fired_time: 0.5604177713, propagate_forward_time: 23.9219398499, propagate_backward_time: 36.4310760498, weight_update_time: 0.1129986569, other_time: 2.5377540588
epoch time: 5.2526698112s, input_fired_time: 0.0835359022, output_fired_time: 0.0000000000, propagate_forward_time: 4.7286686897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404654503
validation[          , genome  1859] predictions:    9297/  10000 (92.97%), best:    9308/10000 (93.08%), error:      2341.69946, best error:      2322.31909 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 64.0353393555s, input_fired_time: 0.6390754580, output_fired_time: 0.5571146011, propagate_forward_time: 23.9738941193, propagate_backward_time: 36.3999137878, weight_update_time: 0.1122858748, other_time: 2.4653434753
epoch time: 5.2935509682s, input_fired_time: 0.0843473822, output_fired_time: 0.0000000000, propagate_forward_time: 4.7685990334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406046867
validation[          , genome  1859] predictions:    9290/  10000 (92.90%), best:    9308/10000 (93.08%), error:      2342.03540, best error:      2322.31909 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 63.8389930725s, input_fired_time: 0.6387215257, output_fired_time: 0.5546604395, propagate_forward_time: 23.8477916718, propagate_backward_time: 36.3257713318, weight_update_time: 0.1113263816, other_time: 2.4720497131
epoch time: 5.2609677315s, input_fired_time: 0.0814356431, output_fired_time: 0.0000000000, propagate_forward_time: 4.7539496422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255824089
validation[          , genome  1859] predictions:    9302/  10000 (93.02%), best:    9308/10000 (93.08%), error:      2358.35107, best error:      2322.31909 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 60.5185165405s, input_fired_time: 0.6367883086, output_fired_time: 0.5370047688, propagate_forward_time: 22.4552803040, propagate_backward_time: 34.3519210815, weight_update_time: 0.1100961566, other_time: 2.5375213623
epoch time: 5.3347983360s, input_fired_time: 0.0839946195, output_fired_time: 0.0000000000, propagate_forward_time: 4.8165636063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4342403412
validation[          , genome  1859] predictions:    9307/  10000 (93.07%), best:    9307/10000 (93.07%), error:      2317.06763, best error:      2317.06763 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 63.5383911133s, input_fired_time: 0.6408330798, output_fired_time: 0.5549089909, propagate_forward_time: 23.7632732391, propagate_backward_time: 36.1112785339, weight_update_time: 0.1111994535, other_time: 2.4680976868
epoch time: 5.3020563126s, input_fired_time: 0.0820608139, output_fired_time: 0.0000000000, propagate_forward_time: 4.7992095947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207859039
validation[          , genome  1859] predictions:    9314/  10000 (93.14%), best:    9314/10000 (93.14%), error:      2305.13965, best error:      2305.13965 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 63.9769020081s, input_fired_time: 0.6435168982, output_fired_time: 0.5590195060, propagate_forward_time: 23.8750457764, propagate_backward_time: 36.3861274719, weight_update_time: 0.1121020988, other_time: 2.5131912231
epoch time: 5.3167781830s, input_fired_time: 0.0845199302, output_fired_time: 0.0000000000, propagate_forward_time: 4.7876830101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4445753098
validation[          , genome  1859] predictions:    9316/  10000 (93.16%), best:    9314/10000 (93.14%), error:      2323.78467, best error:      2305.13965 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 63.3614616394s, input_fired_time: 0.6432013512, output_fired_time: 0.5546129346, propagate_forward_time: 23.5847988129, propagate_backward_time: 36.0477371216, weight_update_time: 0.1126607209, other_time: 2.5311126709
epoch time: 5.3494787216s, input_fired_time: 0.0857646242, output_fired_time: 0.0000000000, propagate_forward_time: 4.8128108978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509034157
validation[          , genome  1859] predictions:    9305/  10000 (93.05%), best:    9314/10000 (93.14%), error:      2333.36035, best error:      2305.13965 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 63.8733978271s, input_fired_time: 0.6433916688, output_fired_time: 0.5578445792, propagate_forward_time: 23.9108123779, propagate_backward_time: 36.2796897888, weight_update_time: 0.1111164913, other_time: 2.4816589355
epoch time: 5.2950739861s, input_fired_time: 0.0824683383, output_fired_time: 0.0000000000, propagate_forward_time: 4.7781295776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4344758987
validation[          , genome  1859] predictions:    9321/  10000 (93.21%), best:    9321/10000 (93.21%), error:      2295.89014, best error:      2295.89014 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 63.6142234802s, input_fired_time: 0.6445659399, output_fired_time: 0.5569917560, propagate_forward_time: 23.7464256287, propagate_backward_time: 36.1641349792, weight_update_time: 0.1127288193, other_time: 2.5021057129
epoch time: 5.2943158150s, input_fired_time: 0.0841794387, output_fired_time: 0.0000000000, propagate_forward_time: 4.7635445595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4465918541
validation[          , genome  1859] predictions:    9309/  10000 (93.09%), best:    9309/10000 (93.09%), error:      2292.42505, best error:      2292.42505 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 63.9563102722s, input_fired_time: 0.6622945070, output_fired_time: 0.5630682707, propagate_forward_time: 23.8525543213, propagate_backward_time: 36.3250274658, weight_update_time: 0.1140477508, other_time: 2.5533638000
epoch time: 5.3211932182s, input_fired_time: 0.0836894810, output_fired_time: 0.0000000000, propagate_forward_time: 4.7970390320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404644966
validation[          , genome  1859] predictions:    9254/  10000 (92.54%), best:    9309/10000 (93.09%), error:      2480.04443, best error:      2292.42505 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 63.6724472046s, input_fired_time: 0.6417808533, output_fired_time: 0.5557776093, propagate_forward_time: 23.8288364410, propagate_backward_time: 36.1696777344, weight_update_time: 0.1107427701, other_time: 2.4763717651
epoch time: 5.3453946114s, input_fired_time: 0.0843842402, output_fired_time: 0.0000000000, propagate_forward_time: 4.8171305656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438796043
validation[          , genome  1859] predictions:    9298/  10000 (92.98%), best:    9309/10000 (93.09%), error:      2361.68677, best error:      2292.42505 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 63.5201301575s, input_fired_time: 0.6424623132, output_fired_time: 0.5515649915, propagate_forward_time: 23.7970180511, propagate_backward_time: 36.0523719788, weight_update_time: 0.1111600325, other_time: 2.4767112732
epoch time: 5.3301506042s, input_fired_time: 0.0819712132, output_fired_time: 0.0000000000, propagate_forward_time: 4.8306813240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4174981117
validation[          , genome  1859] predictions:    9296/  10000 (92.96%), best:    9309/10000 (93.09%), error:      2351.76953, best error:      2292.42505 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 63.9526748657s, input_fired_time: 0.6472085118, output_fired_time: 0.5587695837, propagate_forward_time: 23.9564647675, propagate_backward_time: 36.3086280823, weight_update_time: 0.1110765710, other_time: 2.4816017151
epoch time: 5.1868638992s, input_fired_time: 0.0813537389, output_fired_time: 0.0000000000, propagate_forward_time: 4.6760048866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4295053482
validation[          , genome  1859] predictions:    9314/  10000 (93.14%), best:    9309/10000 (93.09%), error:      2357.10010, best error:      2292.42505 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 63.8080482483s, input_fired_time: 0.6502314806, output_fired_time: 0.5562602878, propagate_forward_time: 23.8171577454, propagate_backward_time: 36.2663917542, weight_update_time: 0.1119254902, other_time: 2.5180091858
epoch time: 5.3352870941s, input_fired_time: 0.0849305466, output_fired_time: 0.0000000000, propagate_forward_time: 4.8120784760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4382781982
validation[          , genome  1859] predictions:    9311/  10000 (93.11%), best:    9309/10000 (93.09%), error:      2336.26270, best error:      2292.42505 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 64.1335449219s, input_fired_time: 0.6477760673, output_fired_time: 0.5617389679, propagate_forward_time: 23.9662590027, propagate_backward_time: 36.4433708191, weight_update_time: 0.1131435037, other_time: 2.5143966675
epoch time: 5.3274030685s, input_fired_time: 0.0843007788, output_fired_time: 0.0000000000, propagate_forward_time: 4.8060779572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370241165
validation[          , genome  1859] predictions:    9302/  10000 (93.02%), best:    9309/10000 (93.09%), error:      2333.86646, best error:      2292.42505 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 63.4254302979s, input_fired_time: 0.6364332438, output_fired_time: 0.5494566560, propagate_forward_time: 23.6906757355, propagate_backward_time: 36.0947151184, weight_update_time: 0.1108686551, other_time: 2.4541511536
epoch time: 5.3823113441s, input_fired_time: 0.0880194530, output_fired_time: 0.0000000000, propagate_forward_time: 4.8370313644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4572606087
validation[          , genome  1859] predictions:    9309/  10000 (93.09%), best:    9309/10000 (93.09%), error:      2308.07275, best error:      2292.42505 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 64.0680236816s, input_fired_time: 0.6436553597, output_fired_time: 0.5597692132, propagate_forward_time: 23.9882793427, propagate_backward_time: 36.4315032959, weight_update_time: 0.1098359674, other_time: 2.4448165894
epoch time: 5.3251662254s, input_fired_time: 0.0830868408, output_fired_time: 0.0000000000, propagate_forward_time: 4.8082427979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4338364601
validation[          , genome  1859] predictions:    9305/  10000 (93.05%), best:    9309/10000 (93.09%), error:      2338.29272, best error:      2292.42505 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 64.0537643433s, input_fired_time: 0.6481240988, output_fired_time: 0.5606072545, propagate_forward_time: 23.9003791809, propagate_backward_time: 36.4392280579, weight_update_time: 0.1121154502, other_time: 2.5054244995
epoch time: 5.3149027824s, input_fired_time: 0.0832102448, output_fired_time: 0.0000000000, propagate_forward_time: 4.8053183556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4263739586
validation[          , genome  1859] predictions:    9310/  10000 (93.10%), best:    9309/10000 (93.09%), error:      2316.97510, best error:      2292.42505 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 63.8849830627s, input_fired_time: 0.6476366520, output_fired_time: 0.5590876341, propagate_forward_time: 23.9026775360, propagate_backward_time: 36.2909278870, weight_update_time: 0.1108881608, other_time: 2.4846534729
epoch time: 5.3454246521s, input_fired_time: 0.0854876265, output_fired_time: 0.0000000000, propagate_forward_time: 4.8163814545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435553551
validation[          , genome  1859] predictions:    9300/  10000 (93.00%), best:    9309/10000 (93.09%), error:      2329.74365, best error:      2292.42505 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 63.7250251770s, input_fired_time: 0.6383270025, output_fired_time: 0.5512405634, propagate_forward_time: 23.8614139557, propagate_backward_time: 36.2630386353, weight_update_time: 0.1096444726, other_time: 2.4110031128
epoch time: 5.3151721954s, input_fired_time: 0.0868295878, output_fired_time: 0.0000000000, propagate_forward_time: 4.7740473747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4542951584
validation[          , genome  1859] predictions:    9317/  10000 (93.17%), best:    9309/10000 (93.09%), error:      2303.54199, best error:      2292.42505 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 63.5680046082s, input_fired_time: 0.6486637592, output_fired_time: 0.5555949807, propagate_forward_time: 23.7455177307, propagate_backward_time: 36.1006813049, weight_update_time: 0.1129136682, other_time: 2.5175476074
epoch time: 5.3149051666s, input_fired_time: 0.0841912329, output_fired_time: 0.0000000000, propagate_forward_time: 4.7989125252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318013191
validation[          , genome  1859] predictions:    9312/  10000 (93.12%), best:    9309/10000 (93.09%), error:      2312.25244, best error:      2292.42505 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 63.9734344482s, input_fired_time: 0.6577970982, output_fired_time: 0.5636643767, propagate_forward_time: 23.8385219574, propagate_backward_time: 36.3572502136, weight_update_time: 0.1133104637, other_time: 2.5562019348
epoch time: 5.2715177536s, input_fired_time: 0.0850186273, output_fired_time: 0.0000000000, propagate_forward_time: 4.7481245995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383745193
validation[          , genome  1859] predictions:    9306/  10000 (93.06%), best:    9309/10000 (93.09%), error:      2349.80664, best error:      2292.42505 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 64.0365219116s, input_fired_time: 0.6491165161, output_fired_time: 0.5588165522, propagate_forward_time: 23.9942378998, propagate_backward_time: 36.4024963379, weight_update_time: 0.1101150215, other_time: 2.4318542480
epoch time: 5.2427339554s, input_fired_time: 0.0857707635, output_fired_time: 0.0000000000, propagate_forward_time: 4.7170753479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398880005
validation[          , genome  1859] predictions:    9307/  10000 (93.07%), best:    9309/10000 (93.09%), error:      2309.12622, best error:      2292.42505 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 63.8563194275s, input_fired_time: 0.6474745274, output_fired_time: 0.5548774004, propagate_forward_time: 23.8992233276, propagate_backward_time: 36.2701988220, weight_update_time: 0.1111113578, other_time: 2.4845428467
epoch time: 5.3790817261s, input_fired_time: 0.0863252208, output_fired_time: 0.0000000000, propagate_forward_time: 4.8453893661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4473671913
validation[          , genome  1859] predictions:    9302/  10000 (93.02%), best:    9309/10000 (93.09%), error:      2348.15869, best error:      2292.42505 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 63.1544227600s, input_fired_time: 0.6472159624, output_fired_time: 0.5514194369, propagate_forward_time: 23.5947303772, propagate_backward_time: 35.8635978699, weight_update_time: 0.1110842749, other_time: 2.4974594116
epoch time: 5.2540812492s, input_fired_time: 0.0846110433, output_fired_time: 0.0000000000, propagate_forward_time: 4.7354927063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339776039
validation[          , genome  1859] predictions:    9312/  10000 (93.12%), best:    9309/10000 (93.09%), error:      2306.88721, best error:      2292.42505 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 64.0577087402s, input_fired_time: 0.6524215937, output_fired_time: 0.5595644712, propagate_forward_time: 23.8933353424, propagate_backward_time: 36.4562835693, weight_update_time: 0.1116075292, other_time: 2.4961090088
epoch time: 5.2165846825s, input_fired_time: 0.0850124806, output_fired_time: 0.0000000000, propagate_forward_time: 4.7076787949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238934517
validation[          , genome  1859] predictions:    9277/  10000 (92.77%), best:    9309/10000 (93.09%), error:      2424.61279, best error:      2292.42505 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 63.7903137207s, input_fired_time: 0.6537395716, output_fired_time: 0.5578337908, propagate_forward_time: 23.8338451385, propagate_backward_time: 36.2499504089, weight_update_time: 0.1118732318, other_time: 2.4949455261
epoch time: 5.2120327950s, input_fired_time: 0.0853355452, output_fired_time: 0.0000000000, propagate_forward_time: 4.6871409416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395561218
validation[          , genome  1859] predictions:    9313/  10000 (93.13%), best:    9309/10000 (93.09%), error:      2322.47607, best error:      2292.42505 on epoch:    82, 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: 26.7286987305s, input_fired_time: 0.4179041088, output_fired_time: 0.0000000000, propagate_forward_time: 23.9743785858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3364162445
best training[          , genome  1859] predictions:   47333/  50000 (94.67%), best:    9309/10000 (93.09%), error:      9526.99414, best error:      2292.42505 on epoch:    82, 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: 5.3579115868s, input_fired_time: 0.0853826478, output_fired_time: 0.0000000000, propagate_forward_time: 4.8242688179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482603073
   testing[          , genome  1859] predictions:    9380/  10000 (93.80%), best:    9309/10000 (93.09%), error:      2161.33887, best error:      2292.42505 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:03:52 (6396): called boinc_finish(0)

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