Nameexact_genome_1512568488_43_7097_0
Workunit2606763
Created7 Dec 2017, 23:49:21 UTC
Sent7 Dec 2017, 23:55:57 UTC
Report deadline17 Dec 2017, 10:01:03 UTC
Received8 Dec 2017, 13:51:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time3 hours 40 min 3 sec
CPU time3 hours 40 min 1 sec
Validate stateValid
Credit2,355.06
Device peak FLOPS3.77 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.55 MB
Peak swap size153.20 MB
Peak disk usage1.21 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, propagate_forward_time: 47.0334968567, propagate_backward_time: 65.3051071167, weight_update_time: 0.1151655614, other_time: 2.7179794312
epoch time: 13.5359153748s, input_fired_time: 0.1845396310, output_fired_time: 0.0000000000, propagate_forward_time: 12.8089256287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5424499512
validation[          , genome  7097] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       935.88037, best error:       935.88037 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 117.9807128906s, input_fired_time: 1.4115867615, output_fired_time: 0.9605581760, propagate_forward_time: 47.5360565186, propagate_backward_time: 65.4080810547, weight_update_time: 0.1151118875, other_time: 2.6644287109
epoch time: 10.7470054626s, input_fired_time: 0.1572248489, output_fired_time: 0.0000000000, propagate_forward_time: 10.1278400421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4619407654
validation[          , genome  7097] predictions:    9674/  10000 (96.74%), best:    9728/10000 (97.28%), error:      1071.64587, best error:       935.88037 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 117.9775390625s, input_fired_time: 1.4065461159, output_fired_time: 0.9572210908, propagate_forward_time: 47.2058296204, propagate_backward_time: 65.7640075684, weight_update_time: 0.1142842248, other_time: 2.6439361572
epoch time: 9.2709550858s, input_fired_time: 0.1517010480, output_fired_time: 0.0000000000, propagate_forward_time: 8.6817626953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374914169
validation[          , genome  7097] predictions:    9721/  10000 (97.21%), best:    9728/10000 (97.28%), error:       944.49225, best error:       935.88037 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 115.4310150146s, input_fired_time: 1.4037874937, output_fired_time: 0.9528851509, propagate_forward_time: 46.3425674438, propagate_backward_time: 64.0740280151, weight_update_time: 0.1130808368, other_time: 2.6577453613
epoch time: 13.5548086166s, input_fired_time: 0.1929413080, output_fired_time: 0.0000000000, propagate_forward_time: 12.8090620041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5528049469
validation[          , genome  7097] predictions:    9711/  10000 (97.11%), best:    9728/10000 (97.28%), error:       962.52997, best error:       935.88037 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 119.9017105103s, input_fired_time: 1.4199726582, output_fired_time: 0.9686173797, propagate_forward_time: 48.2584037781, propagate_backward_time: 66.6158676147, weight_update_time: 0.1156910360, other_time: 2.6388473511
epoch time: 9.6124544144s, input_fired_time: 0.1536709517, output_fired_time: 0.0000000000, propagate_forward_time: 9.0194044113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393787384
validation[          , genome  7097] predictions:    9686/  10000 (96.86%), best:    9728/10000 (97.28%), error:      1059.00476, best error:       935.88037 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 124.4078750610s, input_fired_time: 1.4367911816, output_fired_time: 1.0052422285, propagate_forward_time: 50.3264732361, propagate_backward_time: 68.9690399170, weight_update_time: 0.1174010932, other_time: 2.6703338623
epoch time: 12.0628910065s, input_fired_time: 0.1801881045, output_fired_time: 0.0000000000, propagate_forward_time: 11.3533611298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5293416977
validation[          , genome  7097] predictions:    9680/  10000 (96.80%), best:    9728/10000 (97.28%), error:      1111.90332, best error:       935.88037 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 116.7571334839s, input_fired_time: 1.4170683622, output_fired_time: 0.9574686885, propagate_forward_time: 46.8591575623, propagate_backward_time: 64.8455886841, weight_update_time: 0.1152255908, other_time: 2.6778488159
epoch time: 9.1152105331s, input_fired_time: 0.1472641528, output_fired_time: 0.0000000000, propagate_forward_time: 8.5323257446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356203079
validation[          , genome  7097] predictions:    9658/  10000 (96.58%), best:    9728/10000 (97.28%), error:      1099.78015, best error:       935.88037 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 113.2552108765s, input_fired_time: 1.4049584866, output_fired_time: 0.9396026731, propagate_forward_time: 45.7085838318, propagate_backward_time: 62.5282897949, weight_update_time: 0.1133598611, other_time: 2.6737670898
epoch time: 9.8353710175s, input_fired_time: 0.1551771760, output_fired_time: 0.0000000000, propagate_forward_time: 9.2235412598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4566526413
validation[          , genome  7097] predictions:    9710/  10000 (97.10%), best:    9728/10000 (97.28%), error:       975.49915, best error:       935.88037 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 115.9010696411s, input_fired_time: 1.4015047550, output_fired_time: 0.9462609291, propagate_forward_time: 46.5102806091, propagate_backward_time: 64.3931503296, weight_update_time: 0.1141774356, other_time: 2.6498794556
epoch time: 9.4519453049s, input_fired_time: 0.1551102251, output_fired_time: 0.0000000000, propagate_forward_time: 8.8646450043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4321899414
validation[          , genome  7097] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       852.65137, best error:       852.65137 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 120.6344528198s, input_fired_time: 1.4429150820, output_fired_time: 0.9749677777, propagate_forward_time: 48.6924095154, propagate_backward_time: 66.8603820801, weight_update_time: 0.1174142137, other_time: 2.6637725830
epoch time: 9.8137722015s, input_fired_time: 0.1572531164, output_fired_time: 0.0000000000, propagate_forward_time: 9.2042131424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4523057938
validation[          , genome  7097] predictions:    9699/  10000 (96.99%), best:    9755/10000 (97.55%), error:      1018.00909, best error:       852.65137 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 118.6200256348s, input_fired_time: 1.4196174145, output_fired_time: 0.9569362402, propagate_forward_time: 47.6038970947, propagate_backward_time: 66.0265884399, weight_update_time: 0.1167474687, other_time: 2.6129837036
epoch time: 9.5037307739s, input_fired_time: 0.1498101950, output_fired_time: 0.0000000000, propagate_forward_time: 8.9177770615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361438751
validation[          , genome  7097] predictions:    9729/  10000 (97.29%), best:    9755/10000 (97.55%), error:       886.89014, best error:       852.65137 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 114.5645294189s, input_fired_time: 1.3939422369, output_fired_time: 0.9406131506, propagate_forward_time: 45.9151268005, propagate_backward_time: 63.7750129700, weight_update_time: 0.1124789789, other_time: 2.5398368835
epoch time: 12.5739536285s, input_fired_time: 0.1750267148, output_fired_time: 0.0000000000, propagate_forward_time: 11.8930130005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5059137344
validation[          , genome  7097] predictions:    9686/  10000 (96.86%), best:    9755/10000 (97.55%), error:      1088.45728, best error:       852.65137 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 149.0103149414s, input_fired_time: 1.5837550163, output_fired_time: 1.1580150127, propagate_forward_time: 60.6277427673, propagate_backward_time: 82.7445449829, weight_update_time: 0.1352856308, other_time: 2.8962478638
epoch time: 10.2140989304s, input_fired_time: 0.1506079137, output_fired_time: 0.0000000000, propagate_forward_time: 9.6265497208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4369411469
validation[          , genome  7097] predictions:    9694/  10000 (96.94%), best:    9755/10000 (97.55%), error:       958.13116, best error:       852.65137 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 117.3182754517s, input_fired_time: 1.4087868929, output_fired_time: 0.9526232481, propagate_forward_time: 47.2145805359, propagate_backward_time: 65.1592712402, weight_update_time: 0.1141964644, other_time: 2.5830078125
epoch time: 9.8621912003s, input_fired_time: 0.1568784267, output_fired_time: 0.0000000000, propagate_forward_time: 9.2571191788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4481935501
validation[          , genome  7097] predictions:    9646/  10000 (96.46%), best:    9755/10000 (97.55%), error:      1123.20703, best error:       852.65137 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 143.8754882812s, input_fired_time: 1.5608544350, output_fired_time: 1.1248298883, propagate_forward_time: 58.5294113159, propagate_backward_time: 79.8290100098, weight_update_time: 0.1313589960, other_time: 2.8313827515
epoch time: 9.6183891296s, input_fired_time: 0.1545051038, output_fired_time: 0.0000000000, propagate_forward_time: 9.0218544006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420299530
validation[          , genome  7097] predictions:    9689/  10000 (96.89%), best:    9755/10000 (97.55%), error:      1022.78607, best error:       852.65137 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 124.3649520874s, input_fired_time: 1.4300359488, output_fired_time: 0.9965647459, propagate_forward_time: 50.2733078003, propagate_backward_time: 69.0880966187, weight_update_time: 0.1172892973, other_time: 2.5769424438
epoch time: 10.6857490540s, input_fired_time: 0.1632119268, output_fired_time: 0.0000000000, propagate_forward_time: 10.0631055832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4594316483
validation[          , genome  7097] predictions:    9691/  10000 (96.91%), best:    9755/10000 (97.55%), error:       971.69867, best error:       852.65137 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 115.6520080566s, input_fired_time: 1.4064277411, output_fired_time: 0.9359946847, propagate_forward_time: 46.4794960022, propagate_backward_time: 64.1569747925, weight_update_time: 0.1143877134, other_time: 2.6731185913
epoch time: 9.3140649796s, input_fired_time: 0.1503966153, output_fired_time: 0.0000000000, propagate_forward_time: 8.7225828171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410858154
validation[          , genome  7097] predictions:    9696/  10000 (96.96%), best:    9755/10000 (97.55%), error:       984.46545, best error:       852.65137 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 112.0088653564s, input_fired_time: 1.3848431110, output_fired_time: 0.9213155508, propagate_forward_time: 45.0138511658, propagate_backward_time: 62.1265869141, weight_update_time: 0.1122692525, other_time: 2.5622711182
epoch time: 9.8005485535s, input_fired_time: 0.1563114077, output_fired_time: 0.0000000000, propagate_forward_time: 9.1878576279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4563798904
validation[          , genome  7097] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       841.00787, best error:       841.00787 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 117.0376815796s, input_fired_time: 1.4252914190, output_fired_time: 0.9522753954, propagate_forward_time: 47.0699806213, propagate_backward_time: 64.9849472046, weight_update_time: 0.1157445312, other_time: 2.6051864624
epoch time: 9.2092866898s, input_fired_time: 0.1520506889, output_fired_time: 0.0000000000, propagate_forward_time: 8.6171302795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401054382
validation[          , genome  7097] predictions:    9703/  10000 (97.03%), best:    9743/10000 (97.43%), error:       936.39777, best error:       841.00787 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 117.8578186035s, input_fired_time: 1.4219510555, output_fired_time: 0.9576238394, propagate_forward_time: 47.3049850464, propagate_backward_time: 65.5714263916, weight_update_time: 0.1162365153, other_time: 2.6018295288
epoch time: 12.7295904160s, input_fired_time: 0.1840669811, output_fired_time: 0.0000000000, propagate_forward_time: 12.0189142227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5266094208
validation[          , genome  7097] predictions:    9744/  10000 (97.44%), best:    9743/10000 (97.43%), error:       929.97992, best error:       841.00787 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 117.8107681274s, input_fired_time: 1.4210195541, output_fired_time: 0.9501986504, propagate_forward_time: 47.4269142151, propagate_backward_time: 65.4153442383, weight_update_time: 0.1153163016, other_time: 2.5972900391
epoch time: 9.3851766586s, input_fired_time: 0.1498686224, output_fired_time: 0.0000000000, propagate_forward_time: 8.8091430664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261646271
validation[          , genome  7097] predictions:    9746/  10000 (97.46%), best:    9743/10000 (97.43%), error:       868.75189, best error:       841.00787 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 125.0155029297s, input_fired_time: 1.4651257992, output_fired_time: 1.0049688816, propagate_forward_time: 50.1884765625, propagate_backward_time: 69.6992187500, weight_update_time: 0.1203568578, other_time: 2.6577148438
epoch time: 9.4341773987s, input_fired_time: 0.1524582952, output_fired_time: 0.0000000000, propagate_forward_time: 8.8480567932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4336624146
validation[          , genome  7097] predictions:    9722/  10000 (97.22%), best:    9743/10000 (97.43%), error:       924.32733, best error:       841.00787 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 120.5396728516s, input_fired_time: 1.4328330755, output_fired_time: 0.9766230583, propagate_forward_time: 48.4609298706, propagate_backward_time: 67.0564117432, weight_update_time: 0.1176622510, other_time: 2.6128768921
epoch time: 13.0120258331s, input_fired_time: 0.1887499690, output_fired_time: 0.0000000000, propagate_forward_time: 12.2940769196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291986465
validation[          , genome  7097] predictions:    9713/  10000 (97.13%), best:    9743/10000 (97.43%), error:       924.41028, best error:       841.00787 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 124.2792892456s, input_fired_time: 1.4572585821, output_fired_time: 0.9984967113, propagate_forward_time: 50.0839385986, propagate_backward_time: 69.0460433960, weight_update_time: 0.1187893301, other_time: 2.6935501099
epoch time: 9.4794244766s, input_fired_time: 0.1520572901, output_fired_time: 0.0000000000, propagate_forward_time: 8.8943986893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4329681396
validation[          , genome  7097] predictions:    9745/  10000 (97.45%), best:    9743/10000 (97.43%), error:       968.55231, best error:       841.00787 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 136.7901306152s, input_fired_time: 1.5277258158, output_fired_time: 1.0795935392, propagate_forward_time: 55.5242805481, propagate_backward_time: 75.8813476562, weight_update_time: 0.1282858849, other_time: 2.7771911621
epoch time: 10.4190387726s, input_fired_time: 0.1626908630, output_fired_time: 0.0000000000, propagate_forward_time: 9.7786235809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777240753
validation[          , genome  7097] predictions:    9737/  10000 (97.37%), best:    9743/10000 (97.43%), error:       851.15344, best error:       841.00787 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 122.8671340942s, input_fired_time: 1.4467082024, output_fired_time: 0.9851480126, propagate_forward_time: 49.4144554138, propagate_backward_time: 68.4032135010, weight_update_time: 0.1189409643, other_time: 2.6176147461
epoch time: 9.1705112457s, input_fired_time: 0.1470504254, output_fired_time: 0.0000000000, propagate_forward_time: 8.6062269211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4172334671
validation[          , genome  7097] predictions:    9710/  10000 (97.10%), best:    9743/10000 (97.43%), error:       943.09412, best error:       841.00787 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 111.2629699707s, input_fired_time: 1.3880388737, output_fired_time: 0.9165493846, propagate_forward_time: 44.6025199890, propagate_backward_time: 61.8067703247, weight_update_time: 0.1108043194, other_time: 2.5490951538
epoch time: 9.2695283890s, input_fired_time: 0.1500009298, output_fired_time: 0.0000000000, propagate_forward_time: 8.6864585876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330692291
validation[          , genome  7097] predictions:    9738/  10000 (97.38%), best:    9743/10000 (97.43%), error:       909.48792, best error:       841.00787 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 111.8228836060s, input_fired_time: 1.3906443119, output_fired_time: 0.9167271256, propagate_forward_time: 44.9126815796, propagate_backward_time: 62.0197105408, weight_update_time: 0.1114690974, other_time: 2.5831184387
epoch time: 10.5199823380s, input_fired_time: 0.1630538702, output_fired_time: 0.0000000000, propagate_forward_time: 9.8879356384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689931870
validation[          , genome  7097] predictions:    9737/  10000 (97.37%), best:    9743/10000 (97.43%), error:       883.88574, best error:       841.00787 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 110.3719940186s, input_fired_time: 1.3855677843, output_fired_time: 0.9136057496, propagate_forward_time: 44.4058151245, propagate_backward_time: 61.1330032349, weight_update_time: 0.1104313135, other_time: 2.5340042114
epoch time: 9.3175420761s, input_fired_time: 0.1508485526, output_fired_time: 0.0000000000, propagate_forward_time: 8.7319631577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347305298
validation[          , genome  7097] predictions:    9745/  10000 (97.45%), best:    9743/10000 (97.43%), error:       873.29773, best error:       841.00787 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 121.6018218994s, input_fired_time: 1.4481925964, output_fired_time: 0.9821551442, propagate_forward_time: 49.0497283936, propagate_backward_time: 67.4780273438, weight_update_time: 0.1185792685, other_time: 2.6437149048
epoch time: 9.4719409943s, input_fired_time: 0.1513129920, output_fired_time: 0.0000000000, propagate_forward_time: 8.8839530945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4366750717
validation[          , genome  7097] predictions:    9693/  10000 (96.93%), best:    9743/10000 (97.43%), error:      1029.15308, best error:       841.00787 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 109.3358154297s, input_fired_time: 1.3636257648, output_fired_time: 0.9031297565, propagate_forward_time: 43.7712936401, propagate_backward_time: 60.7830657959, weight_update_time: 0.1102472544, other_time: 2.5147018433
epoch time: 9.1868209839s, input_fired_time: 0.1486020237, output_fired_time: 0.0000000000, propagate_forward_time: 8.6205711365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176473618
validation[          , genome  7097] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       818.88037, best error:       818.88037 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 110.6589279175s, input_fired_time: 1.3669747114, output_fired_time: 0.9058207870, propagate_forward_time: 44.2475776672, propagate_backward_time: 61.6076812744, weight_update_time: 0.1109234095, other_time: 2.5308685303
epoch time: 9.2679862976s, input_fired_time: 0.1505271345, output_fired_time: 0.0000000000, propagate_forward_time: 8.6955471039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4219121933
validation[          , genome  7097] predictions:    9732/  10000 (97.32%), best:    9757/10000 (97.57%), error:       904.61340, best error:       818.88037 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 122.1294174194s, input_fired_time: 1.4276304245, output_fired_time: 0.9876429439, propagate_forward_time: 48.9880104065, propagate_backward_time: 68.1322250366, weight_update_time: 0.1172544882, other_time: 2.5939102173
epoch time: 13.0907649994s, input_fired_time: 0.1824092716, output_fired_time: 0.0000000000, propagate_forward_time: 12.3851308823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5232248306
validation[          , genome  7097] predictions:    9719/  10000 (97.19%), best:    9757/10000 (97.57%), error:       949.20380, best error:       818.88037 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 134.3923034668s, input_fired_time: 1.4965233803, output_fired_time: 1.0608495474, propagate_forward_time: 54.5153579712, propagate_backward_time: 74.6108627319, weight_update_time: 0.1254202276, other_time: 2.7087097168
epoch time: 10.0014085770s, input_fired_time: 0.1566641629, output_fired_time: 0.0000000000, propagate_forward_time: 9.3953685760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4493761063
validation[          , genome  7097] predictions:    9752/  10000 (97.52%), best:    9757/10000 (97.57%), error:       861.39783, best error:       818.88037 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 135.0373229980s, input_fired_time: 1.5158933401, output_fired_time: 1.0737984180, propagate_forward_time: 54.7382392883, propagate_backward_time: 74.9639511108, weight_update_time: 0.1260366291, other_time: 2.7454452515
epoch time: 9.3174695969s, input_fired_time: 0.1518112123, output_fired_time: 0.0000000000, propagate_forward_time: 8.7289314270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4367265701
validation[          , genome  7097] predictions:    9724/  10000 (97.24%), best:    9757/10000 (97.57%), error:       936.58142, best error:       818.88037 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 110.9114456177s, input_fired_time: 1.3729730844, output_fired_time: 0.9129700661, propagate_forward_time: 44.4992485046, propagate_backward_time: 61.5869636536, weight_update_time: 0.1117156595, other_time: 2.5392875671
epoch time: 9.5691366196s, input_fired_time: 0.1530070752, output_fired_time: 0.0000000000, propagate_forward_time: 8.9717674255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4443616867
validation[          , genome  7097] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       849.72705, best error:       818.88037 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 117.6421127319s, input_fired_time: 1.4220364094, output_fired_time: 0.9580929875, propagate_forward_time: 47.2011260986, propagate_backward_time: 65.4858627319, weight_update_time: 0.1147750169, other_time: 2.5749969482
epoch time: 9.8648920059s, input_fired_time: 0.1567940414, output_fired_time: 0.0000000000, propagate_forward_time: 9.2512845993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4568138123
validation[          , genome  7097] predictions:    9758/  10000 (97.58%), best:    9757/10000 (97.57%), error:       845.54614, best error:       818.88037 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 118.2866821289s, input_fired_time: 1.4327666759, output_fired_time: 0.9587237835, propagate_forward_time: 47.7652397156, propagate_backward_time: 65.5159149170, weight_update_time: 0.1156064942, other_time: 2.6140289307
epoch time: 9.3391942978s, input_fired_time: 0.1496629417, output_fired_time: 0.0000000000, propagate_forward_time: 8.7516593933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378719330
validation[          , genome  7097] predictions:    9743/  10000 (97.43%), best:    9757/10000 (97.57%), error:       874.99841, best error:       818.88037 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 111.9509124756s, input_fired_time: 1.3914519548, output_fired_time: 0.9213792682, propagate_forward_time: 45.0527305603, propagate_backward_time: 62.0201606750, weight_update_time: 0.1111856923, other_time: 2.5651969910
epoch time: 9.2642908096s, input_fired_time: 0.1518803686, output_fired_time: 0.0000000000, propagate_forward_time: 8.6968593597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4155511856
validation[          , genome  7097] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       805.18335, best error:       805.18335 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 113.4067687988s, input_fired_time: 1.4052594900, output_fired_time: 0.9284753799, propagate_forward_time: 45.5094223022, propagate_backward_time: 63.0202865601, weight_update_time: 0.1115134805, other_time: 2.5433273315
epoch time: 9.1890058517s, input_fired_time: 0.1502208859, output_fired_time: 0.0000000000, propagate_forward_time: 8.6196851730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4190998077
validation[          , genome  7097] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       771.46674, best error:       771.46674 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 113.2421035767s, input_fired_time: 1.4027487040, output_fired_time: 0.9264260530, propagate_forward_time: 45.2223777771, propagate_backward_time: 63.1165580750, weight_update_time: 0.1133239791, other_time: 2.5739936829
epoch time: 10.8143310547s, input_fired_time: 0.1665977687, output_fired_time: 0.0000000000, propagate_forward_time: 10.1760892868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716444016
validation[          , genome  7097] predictions:    9721/  10000 (97.21%), best:    9766/10000 (97.66%), error:       939.59021, best error:       771.46674 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 118.8445205688s, input_fired_time: 1.4406031370, output_fired_time: 0.9688481092, propagate_forward_time: 47.8757514954, propagate_backward_time: 65.9812393188, weight_update_time: 0.1150402799, other_time: 2.5780715942
epoch time: 10.6050138474s, input_fired_time: 0.1665481329, output_fired_time: 0.0000000000, propagate_forward_time: 9.9728231430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656429291
validation[          , genome  7097] predictions:    9737/  10000 (97.37%), best:    9766/10000 (97.66%), error:       873.17889, best error:       771.46674 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 112.2389526367s, input_fired_time: 1.3964664936, output_fired_time: 0.9155591726, propagate_forward_time: 45.0607643127, propagate_backward_time: 62.2699928284, weight_update_time: 0.1125190035, other_time: 2.5961723328
epoch time: 9.5239667892s, input_fired_time: 0.1542591900, output_fired_time: 0.0000000000, propagate_forward_time: 8.9251317978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4445762634
validation[          , genome  7097] predictions:    9739/  10000 (97.39%), best:    9766/10000 (97.66%), error:       871.20520, best error:       771.46674 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 130.7702484131s, input_fired_time: 1.4895594120, output_fired_time: 1.0376938581, propagate_forward_time: 52.7232589722, propagate_backward_time: 72.7952651978, weight_update_time: 0.1237061396, other_time: 2.7244720459
epoch time: 9.2617530823s, input_fired_time: 0.1509699523, output_fired_time: 0.0000000000, propagate_forward_time: 8.6888008118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4219827652
validation[          , genome  7097] predictions:    9729/  10000 (97.29%), best:    9766/10000 (97.66%), error:       949.08167, best error:       771.46674 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 117.9912185669s, input_fired_time: 1.4245227575, output_fired_time: 0.9617770910, propagate_forward_time: 47.4459495544, propagate_backward_time: 65.5812606812, weight_update_time: 0.1157825589, other_time: 2.5777053833
epoch time: 11.4264888763s, input_fired_time: 0.1745937765, output_fired_time: 0.0000000000, propagate_forward_time: 10.7611932755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4907016754
validation[          , genome  7097] predictions:    9763/  10000 (97.63%), best:    9766/10000 (97.66%), error:       804.02716, best error:       771.46674 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 125.6582870483s, input_fired_time: 1.4771289825, output_fired_time: 1.0066821575, propagate_forward_time: 50.8350982666, propagate_backward_time: 69.6427917480, weight_update_time: 0.1211359650, other_time: 2.6965866089
epoch time: 9.2031669617s, input_fired_time: 0.1491336077, output_fired_time: 0.0000000000, propagate_forward_time: 8.6344184875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4196147919
validation[          , genome  7097] predictions:    9747/  10000 (97.47%), best:    9766/10000 (97.66%), error:       855.86969, best error:       771.46674 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 118.8363342285s, input_fired_time: 1.4305740595, output_fired_time: 0.9659532905, propagate_forward_time: 47.7393302917, propagate_backward_time: 66.1020278931, weight_update_time: 0.1158270165, other_time: 2.5984573364
epoch time: 9.5387058258s, input_fired_time: 0.1544233263, output_fired_time: 0.0000000000, propagate_forward_time: 8.9563350677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279470444
validation[          , genome  7097] predictions:    9717/  10000 (97.17%), best:    9766/10000 (97.66%), error:       990.25208, best error:       771.46674 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 118.7000274658s, input_fired_time: 1.4252407551, output_fired_time: 0.9603990316, propagate_forward_time: 47.7564201355, propagate_backward_time: 65.9202423096, weight_update_time: 0.1149711385, other_time: 2.6377258301
epoch time: 11.5713987350s, input_fired_time: 0.1680483073, output_fired_time: 0.0000000000, propagate_forward_time: 10.9068183899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965324402
validation[          , genome  7097] predictions:    9702/  10000 (97.02%), best:    9766/10000 (97.66%), error:       974.91064, best error:       771.46674 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 132.9422760010s, input_fired_time: 1.4917622805, output_fired_time: 1.0580518246, propagate_forward_time: 53.7868232727, propagate_backward_time: 73.9136047363, weight_update_time: 0.1206947193, other_time: 2.6920471191
epoch time: 10.4039793015s, input_fired_time: 0.1618036777, output_fired_time: 0.0000000000, propagate_forward_time: 9.7952814102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4468946457
validation[          , genome  7097] predictions:    9738/  10000 (97.38%), best:    9766/10000 (97.66%), error:       941.55212, best error:       771.46674 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 134.5386962891s, input_fired_time: 1.4983047247, output_fired_time: 1.0655401945, propagate_forward_time: 54.4296112061, propagate_backward_time: 74.8481063843, weight_update_time: 0.1233422607, other_time: 2.6971359253
epoch time: 9.2746572495s, input_fired_time: 0.1493983567, output_fired_time: 0.0000000000, propagate_forward_time: 8.7066020966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4186563492
validation[          , genome  7097] predictions:    9723/  10000 (97.23%), best:    9766/10000 (97.66%), error:       948.97577, best error:       771.46674 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 115.5990982056s, input_fired_time: 1.4101482630, output_fired_time: 0.9442891479, propagate_forward_time: 46.3871574402, propagate_backward_time: 64.2934188843, weight_update_time: 0.1151606068, other_time: 2.5640792847
epoch time: 9.3694314957s, input_fired_time: 0.1525520235, output_fired_time: 0.0000000000, propagate_forward_time: 8.7840490341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4328308105
validation[          , genome  7097] predictions:    9739/  10000 (97.39%), best:    9766/10000 (97.66%), error:       871.92871, best error:       771.46674 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 111.1892013550s, input_fired_time: 1.3906848431, output_fired_time: 0.9146949053, propagate_forward_time: 44.6039276123, propagate_backward_time: 61.7416648865, weight_update_time: 0.1107221171, other_time: 2.5382270813
epoch time: 9.3927574158s, input_fired_time: 0.1525246501, output_fired_time: 0.0000000000, propagate_forward_time: 8.8028707504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373617172
validation[          , genome  7097] predictions:    9567/  10000 (95.67%), best:    9766/10000 (97.66%), error:      1382.13977, best error:       771.46674 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 124.0501708984s, input_fired_time: 1.4605700970, output_fired_time: 0.9971835613, propagate_forward_time: 49.7852363586, propagate_backward_time: 69.1591262817, weight_update_time: 0.1194897965, other_time: 2.6480484009
epoch time: 12.0161867142s, input_fired_time: 0.1709092408, output_fired_time: 0.0000000000, propagate_forward_time: 11.3532953262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4919824600
validation[          , genome  7097] predictions:    9673/  10000 (96.73%), best:    9766/10000 (97.66%), error:      1031.54236, best error:       771.46674 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 141.7888488770s, input_fired_time: 1.5693477392, output_fired_time: 1.1126530170, propagate_forward_time: 57.3946990967, propagate_backward_time: 78.8427505493, weight_update_time: 0.1322459430, other_time: 2.8693923950
epoch time: 12.1953067780s, input_fired_time: 0.1808310598, output_fired_time: 0.0000000000, propagate_forward_time: 11.5070743561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5074014664
validation[          , genome  7097] predictions:    9752/  10000 (97.52%), best:    9766/10000 (97.66%), error:       845.20428, best error:       771.46674 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 136.3603363037s, input_fired_time: 1.5271843672, output_fired_time: 1.0743980408, propagate_forward_time: 55.1368522644, propagate_backward_time: 75.8537521362, weight_update_time: 0.1265081614, other_time: 2.7681350708
epoch time: 10.3032789230s, input_fired_time: 0.1541177779, output_fired_time: 0.0000000000, propagate_forward_time: 9.7049856186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4441757202
validation[          , genome  7097] predictions:    9744/  10000 (97.44%), best:    9766/10000 (97.66%), error:       860.32300, best error:       771.46674 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 129.9348754883s, input_fired_time: 1.4963557720, output_fired_time: 1.0358526707, propagate_forward_time: 52.6718864441, propagate_backward_time: 71.9814758301, weight_update_time: 0.1236451119, other_time: 2.7493133545
epoch time: 12.7384080887s, input_fired_time: 0.1793941408, output_fired_time: 0.0000000000, propagate_forward_time: 12.0481920242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5108222961
validation[          , genome  7097] predictions:    9684/  10000 (96.84%), best:    9766/10000 (97.66%), error:      1036.29785, best error:       771.46674 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 126.4653015137s, input_fired_time: 1.4709497690, output_fired_time: 1.0232338905, propagate_forward_time: 50.9765090942, propagate_backward_time: 70.3216781616, weight_update_time: 0.1197761297, other_time: 2.6729354858
epoch time: 10.8052740097s, input_fired_time: 0.1670219004, output_fired_time: 0.0000000000, propagate_forward_time: 10.1634054184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4748468399
validation[          , genome  7097] predictions:    9746/  10000 (97.46%), best:    9766/10000 (97.66%), error:       831.95538, best error:       771.46674 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 117.8545913696s, input_fired_time: 1.4251819849, output_fired_time: 0.9569356441, propagate_forward_time: 47.5077781677, propagate_backward_time: 65.3418350220, weight_update_time: 0.1150686517, other_time: 2.6228713989
epoch time: 11.4068279266s, input_fired_time: 0.1746117920, output_fired_time: 0.0000000000, propagate_forward_time: 10.7180166245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5141992569
validation[          , genome  7097] predictions:    9750/  10000 (97.50%), best:    9766/10000 (97.66%), error:       827.85242, best error:       771.46674 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 109.8030853271s, input_fired_time: 1.3720378876, output_fired_time: 0.9065685868, propagate_forward_time: 43.8771820068, propagate_backward_time: 61.1414985657, weight_update_time: 0.1087499931, other_time: 2.5057945251
epoch time: 10.7846546173s, input_fired_time: 0.1670615971, output_fired_time: 0.0000000000, propagate_forward_time: 10.1524591446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4651336670
validation[          , genome  7097] predictions:    9762/  10000 (97.62%), best:    9766/10000 (97.66%), error:       822.47766, best error:       771.46674 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 117.1897583008s, input_fired_time: 1.4218665361, output_fired_time: 0.9474485517, propagate_forward_time: 47.1162261963, propagate_backward_time: 65.0814514160, weight_update_time: 0.1156217977, other_time: 2.6227645874
epoch time: 9.3334693909s, input_fired_time: 0.1501821727, output_fired_time: 0.0000000000, propagate_forward_time: 8.7625322342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207553864
validation[          , genome  7097] predictions:    9710/  10000 (97.10%), best:    9766/10000 (97.66%), error:       928.84760, best error:       771.46674 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 118.6647338867s, input_fired_time: 1.4417124987, output_fired_time: 0.9553125501, propagate_forward_time: 47.9283142090, propagate_backward_time: 65.7583389282, weight_update_time: 0.1165607125, other_time: 2.5810546875
epoch time: 9.2757387161s, input_fired_time: 0.1510602534, output_fired_time: 0.0000000000, propagate_forward_time: 8.6981945038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4264841080
validation[          , genome  7097] predictions:    9751/  10000 (97.51%), best:    9766/10000 (97.66%), error:       827.52228, best error:       771.46674 on epoch:    53, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 119.6087799072s, input_fired_time: 1.4382230043, output_fired_time: 0.9739070535, propagate_forward_time: 47.8712272644, propagate_backward_time: 66.6767196655, weight_update_time: 0.1174425855, other_time: 2.6487045288
epoch time: 10.2606515884s, input_fired_time: 0.1612558961, output_fired_time: 0.0000000000, propagate_forward_time: 9.6450157166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4543800354
validation[          , genome  7097] predictions:    9719/  10000 (97.19%), best:    9766/10000 (97.66%), error:       940.32172, best error:       771.46674 on epoch:    53, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 113.4060363770s, input_fired_time: 1.3976702690, output_fired_time: 0.9299517274, propagate_forward_time: 45.5372314453, propagate_backward_time: 63.0199050903, weight_update_time: 0.1111580804, other_time: 2.5212783813
epoch time: 9.1445207596s, input_fired_time: 0.1533211619, output_fired_time: 0.0000000000, propagate_forward_time: 8.5551576614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4360418320
validation[          , genome  7097] predictions:    9758/  10000 (97.58%), best:    9766/10000 (97.66%), error:       868.88898, best error:       771.46674 on epoch:    53, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 118.8834228516s, input_fired_time: 1.4438303709, output_fired_time: 0.9664452672, propagate_forward_time: 47.8512687683, propagate_backward_time: 65.9905242920, weight_update_time: 0.1171351001, other_time: 2.6313476562
epoch time: 9.3164625168s, input_fired_time: 0.1510471851, output_fired_time: 0.0000000000, propagate_forward_time: 8.7422933578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4231224060
validation[          , genome  7097] predictions:    9752/  10000 (97.52%), best:    9766/10000 (97.66%), error:       830.11523, best error:       771.46674 on epoch:    53, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 119.9109268188s, input_fired_time: 1.4414510727, output_fired_time: 0.9749774337, propagate_forward_time: 48.2970886230, propagate_backward_time: 66.6085510254, weight_update_time: 0.1165536791, other_time: 2.5888595581
epoch time: 9.5190801620s, input_fired_time: 0.1525259465, output_fired_time: 0.0000000000, propagate_forward_time: 8.9372539520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293003082
validation[          , genome  7097] predictions:    9703/  10000 (97.03%), best:    9766/10000 (97.66%), error:      1001.16528, best error:       771.46674 on epoch:    53, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 124.7682342529s, input_fired_time: 1.4636874199, output_fired_time: 0.9990904927, propagate_forward_time: 50.3281402588, propagate_backward_time: 69.3186721802, weight_update_time: 0.1199258640, other_time: 2.6586456299
epoch time: 9.5993757248s, input_fired_time: 0.1570034921, output_fired_time: 0.0000000000, propagate_forward_time: 9.0068702698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4355020523
validation[          , genome  7097] predictions:    9752/  10000 (97.52%), best:    9766/10000 (97.66%), error:       803.85254, best error:       771.46674 on epoch:    53, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 132.1419677734s, input_fired_time: 1.4812250137, output_fired_time: 1.0479502678, propagate_forward_time: 53.5083274841, propagate_backward_time: 73.4588394165, weight_update_time: 0.1206253767, other_time: 2.6456222534
epoch time: 10.7025842667s, input_fired_time: 0.1608718336, output_fired_time: 0.0000000000, propagate_forward_time: 10.0862817764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4554309845
validation[          , genome  7097] predictions:    9736/  10000 (97.36%), best:    9766/10000 (97.66%), error:       876.84772, best error:       771.46674 on epoch:    53, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 135.0462341309s, input_fired_time: 1.4927698374, output_fired_time: 1.0677341223, propagate_forward_time: 54.2834663391, propagate_backward_time: 75.4948043823, weight_update_time: 0.1215339974, other_time: 2.7074661255
epoch time: 10.4474134445s, input_fired_time: 0.1548973471, output_fired_time: 0.0000000000, propagate_forward_time: 9.8309936523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615221024
validation[          , genome  7097] predictions:    9723/  10000 (97.23%), best:    9766/10000 (97.66%), error:       911.21039, best error:       771.46674 on epoch:    53, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 125.6471176147s, input_fired_time: 1.4884682894, output_fired_time: 1.0133639574, propagate_forward_time: 50.9091300964, propagate_backward_time: 69.5894393921, weight_update_time: 0.1184661165, other_time: 2.6467056274
epoch time: 9.2901191711s, input_fired_time: 0.1509928852, output_fired_time: 0.0000000000, propagate_forward_time: 8.7148962021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4242296219
validation[          , genome  7097] predictions:    9732/  10000 (97.32%), best:    9766/10000 (97.66%), error:       865.88501, best error:       771.46674 on epoch:    53, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 120.1616592407s, input_fired_time: 1.4486650229, output_fired_time: 0.9687035084, propagate_forward_time: 48.4191474915, propagate_backward_time: 66.6648483276, weight_update_time: 0.1173678190, other_time: 2.6603012085
epoch time: 9.3056259155s, input_fired_time: 0.1531410217, output_fired_time: 0.0000000000, propagate_forward_time: 8.7273302078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251546860
validation[          , genome  7097] predictions:    9752/  10000 (97.52%), best:    9766/10000 (97.66%), error:       821.48364, best error:       771.46674 on epoch:    53, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 114.8043441772s, input_fired_time: 1.4149543047, output_fired_time: 0.9418874979, propagate_forward_time: 46.1336288452, propagate_backward_time: 63.7179565430, weight_update_time: 0.1139625087, other_time: 2.5959167480
epoch time: 9.2340965271s, input_fired_time: 0.1486907303, output_fired_time: 0.0000000000, propagate_forward_time: 8.6632890701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221162796
validation[          , genome  7097] predictions:    9715/  10000 (97.15%), best:    9766/10000 (97.66%), error:       980.21844, best error:       771.46674 on epoch:    53, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 115.3730010986s, input_fired_time: 1.4174107313, output_fired_time: 0.9450355172, propagate_forward_time: 46.3653297424, propagate_backward_time: 64.0846633911, weight_update_time: 0.1142956913, other_time: 2.5605545044
epoch time: 9.5541553497s, input_fired_time: 0.1551660001, output_fired_time: 0.0000000000, propagate_forward_time: 8.9695367813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4294528961
validation[          , genome  7097] predictions:    9707/  10000 (97.07%), best:    9766/10000 (97.66%), error:       950.22229, best error:       771.46674 on epoch:    53, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 120.0856857300s, input_fired_time: 1.4349542856, output_fired_time: 0.9687093496, propagate_forward_time: 48.2286987305, propagate_backward_time: 66.8449707031, weight_update_time: 0.1164024100, other_time: 2.6083526611
epoch time: 9.1049766541s, input_fired_time: 0.1504255235, output_fired_time: 0.0000000000, propagate_forward_time: 8.5211105347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334402084
validation[          , genome  7097] predictions:    9747/  10000 (97.47%), best:    9766/10000 (97.66%), error:       858.46600, best error:       771.46674 on epoch:    53, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 114.6137390137s, input_fired_time: 1.4071295261, output_fired_time: 0.9379795790, propagate_forward_time: 46.1618194580, propagate_backward_time: 63.6158790588, weight_update_time: 0.1111376286, other_time: 2.4909324646
epoch time: 9.2547254562s, input_fired_time: 0.1506884992, output_fired_time: 0.0000000000, propagate_forward_time: 8.6819133759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221239090
validation[          , genome  7097] predictions:    9731/  10000 (97.31%), best:    9766/10000 (97.66%), error:       897.16284, best error:       771.46674 on epoch:    53, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 120.2032775879s, input_fired_time: 1.4427821636, output_fired_time: 0.9732862115, propagate_forward_time: 48.2873954773, propagate_backward_time: 66.8772659302, weight_update_time: 0.1162934601, other_time: 2.6225509644
epoch time: 9.2122697830s, input_fired_time: 0.1513430029, output_fired_time: 0.0000000000, propagate_forward_time: 8.6421365738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187898636
validation[          , genome  7097] predictions:    9736/  10000 (97.36%), best:    9766/10000 (97.66%), error:       840.51471, best error:       771.46674 on epoch:    53, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 124.5498657227s, input_fired_time: 1.4813768864, output_fired_time: 1.0018668175, propagate_forward_time: 50.1488876343, propagate_backward_time: 69.2300033569, weight_update_time: 0.1209349707, other_time: 2.6877288818
epoch time: 12.7616548538s, input_fired_time: 0.1907501817, output_fired_time: 0.0000000000, propagate_forward_time: 12.0447902679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5261144638
validation[          , genome  7097] predictions:    9720/  10000 (97.20%), best:    9766/10000 (97.66%), error:       930.70898, best error:       771.46674 on epoch:    53, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 121.9976730347s, input_fired_time: 1.4492779970, output_fired_time: 0.9859521389, propagate_forward_time: 49.0901260376, propagate_backward_time: 67.8456192017, weight_update_time: 0.1168369353, other_time: 2.6266937256
epoch time: 12.6702442169s, input_fired_time: 0.1879177541, output_fired_time: 0.0000000000, propagate_forward_time: 11.9622440338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5200824738
validation[          , genome  7097] predictions:    9736/  10000 (97.36%), best:    9766/10000 (97.66%), error:       870.45361, best error:       771.46674 on epoch:    53, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 116.7263412476s, input_fired_time: 1.4373971224, output_fired_time: 0.9480113387, propagate_forward_time: 47.2019882202, propagate_backward_time: 64.4514389038, weight_update_time: 0.1151825786, other_time: 2.6875000000
epoch time: 9.4972400665s, input_fired_time: 0.1569583416, output_fired_time: 0.0000000000, propagate_forward_time: 8.8819017410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4583797455
validation[          , genome  7097] predictions:    9722/  10000 (97.22%), best:    9766/10000 (97.66%), error:       937.57269, best error:       771.46674 on epoch:    53, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 109.6025619507s, input_fired_time: 1.3863118887, output_fired_time: 0.9097534418, propagate_forward_time: 43.9226875305, propagate_backward_time: 60.8935012817, weight_update_time: 0.1094745472, other_time: 2.4903068542
epoch time: 9.2813320160s, input_fired_time: 0.1545331180, output_fired_time: 0.0000000000, propagate_forward_time: 8.6932401657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4335584641
validation[          , genome  7097] predictions:    9751/  10000 (97.51%), best:    9766/10000 (97.66%), error:       824.13477, best error:       771.46674 on epoch:    53, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 119.5801544189s, input_fired_time: 1.4501234293, output_fired_time: 0.9668877125, propagate_forward_time: 48.3883018494, propagate_backward_time: 66.1462478638, weight_update_time: 0.1167179197, other_time: 2.6285934448
epoch time: 9.1986904144s, input_fired_time: 0.1525892764, output_fired_time: 0.0000000000, propagate_forward_time: 8.6237611771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223403931
validation[          , genome  7097] predictions:    9763/  10000 (97.63%), best:    9766/10000 (97.66%), error:       811.52802, best error:       771.46674 on epoch:    53, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 108.7365417480s, input_fired_time: 1.3893250227, output_fired_time: 0.8993492723, propagate_forward_time: 43.6967277527, propagate_backward_time: 60.2435379028, weight_update_time: 0.1087385267, other_time: 2.5075950623
epoch time: 9.1789216995s, input_fired_time: 0.1546814144, output_fired_time: 0.0000000000, propagate_forward_time: 8.5824813843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417591095
validation[          , genome  7097] predictions:    9754/  10000 (97.54%), best:    9766/10000 (97.66%), error:       790.37280, best error:       771.46674 on epoch:    53, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 113.9918670654s, input_fired_time: 1.4147453308, output_fired_time: 0.9370197654, propagate_forward_time: 45.8698005676, propagate_backward_time: 63.2320861816, weight_update_time: 0.1126508862, other_time: 2.5382080078
epoch time: 9.2855701447s, input_fired_time: 0.1537285447, output_fired_time: 0.0000000000, propagate_forward_time: 8.7030200958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288215637
validation[          , genome  7097] predictions:    9739/  10000 (97.39%), best:    9766/10000 (97.66%), error:       889.89307, best error:       771.46674 on epoch:    53, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 110.6653289795s, input_fired_time: 1.3882453442, output_fired_time: 0.9147540331, propagate_forward_time: 44.3701019287, propagate_backward_time: 61.4883842468, weight_update_time: 0.1107005477, other_time: 2.5038414001
epoch time: 9.3969697952s, input_fired_time: 0.1551109552, output_fired_time: 0.0000000000, propagate_forward_time: 8.8059730530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358854294
validation[          , genome  7097] predictions:    7923/  10000 (79.23%), best:    9766/10000 (97.66%), error:      9165.78711, best error:       771.46674 on epoch:    53, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

resetting weights to those on epoch: 53
epoch time: 110.6781463623s, input_fired_time: 1.3842383623, output_fired_time: 0.9128725529, propagate_forward_time: 44.4262619019, propagate_backward_time: 61.4440116882, weight_update_time: 0.1103155017, other_time: 2.5107612610
epoch time: 10.4433040619s, input_fired_time: 0.1640621573, output_fired_time: 0.0000000000, propagate_forward_time: 9.8084335327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4708080292
validation[          , genome  7097] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       730.16644, best error:       730.16644 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 129.5044555664s, input_fired_time: 1.4927029610, output_fired_time: 1.0348262787, propagate_forward_time: 52.1071624756, propagate_backward_time: 72.1449737549, weight_update_time: 0.1239245012, other_time: 2.7247848511
epoch time: 10.5904312134s, input_fired_time: 0.1643314064, output_fired_time: 0.0000000000, propagate_forward_time: 9.9588842392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4672155380
validation[          , genome  7097] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       725.49554, best error:       725.49554 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 119.9548645020s, input_fired_time: 1.4429125786, output_fired_time: 0.9749509096, propagate_forward_time: 48.2585182190, propagate_backward_time: 66.6013717651, weight_update_time: 0.1163355261, other_time: 2.6771163940
epoch time: 12.9604711533s, input_fired_time: 0.1981618106, output_fired_time: 0.0000000000, propagate_forward_time: 12.2280836105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342254639
validation[          , genome  7097] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       724.29785, best error:       724.29785 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 136.3915710449s, input_fired_time: 1.5169758797, output_fired_time: 1.0786473751, propagate_forward_time: 55.1088638306, propagate_backward_time: 75.9680099487, weight_update_time: 0.1251969635, other_time: 2.7190704346
epoch time: 13.2804298401s, input_fired_time: 0.1935530305, output_fired_time: 0.0000000000, propagate_forward_time: 12.5464029312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5404739380
validation[          , genome  7097] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       722.23907, best error:       722.23907 on epoch:   100, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 56.7643966675s, input_fired_time: 0.8311140537, output_fired_time: 0.0000000000, propagate_forward_time: 53.4985733032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4347076416
best training[          , genome  7097] predictions:   49696/  50000 (99.39%), best:    9784/10000 (97.84%), error:      1355.85669, best error:       722.23907 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 11.2175884247s, input_fired_time: 0.1627770513, output_fired_time: 0.0000000000, propagate_forward_time: 10.5698919296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4849195480
   testing[          , genome  7097] predictions:    9783/  10000 (97.83%), best:    9784/10000 (97.84%), error:       723.64606, best error:       722.23907 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:01:00 (41984): called boinc_finish(0)

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