Nameexact_genome_1512568488_43_6655_1
Workunit2604561
Created7 Dec 2017, 21:07:49 UTC
Sent7 Dec 2017, 21:14:07 UTC
Report deadline17 Dec 2017, 13:26:12 UTC
Received8 Dec 2017, 1:25:11 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53788
Run time2 hours 57 min 37 sec
CPU time2 hours 55 min 9 sec
Validate stateValid
Credit2,418.77
Device peak FLOPS3.80 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 95.2597579956s, input_fired_time: 0.9539595842, output_fired_time: 0.5960290432, propagate_forward_time: 39.2517127991, propagate_backward_time: 52.2884216309, weight_update_time: 0.1123318300, other_time: 2.1696357727
epoch time: 8.4029350281s, input_fired_time: 0.0991619825, output_fired_time: 0.0000000000, propagate_forward_time: 7.9385919571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651809692
validation[          , genome  6655] predictions:    9718/  10000 (97.18%), best:    9729/10000 (97.29%), error:       922.13025, best error:       886.96570 on epoch:     6, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 97.2434997559s, input_fired_time: 0.9873656631, output_fired_time: 0.6142813563, propagate_forward_time: 40.0301132202, propagate_backward_time: 53.4294471741, weight_update_time: 0.1144242063, other_time: 2.1822929382
epoch time: 8.4734773636s, input_fired_time: 0.1014709771, output_fired_time: 0.0000000000, propagate_forward_time: 8.0014610291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705453873
validation[          , genome  6655] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       872.24597, best error:       872.24597 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 96.3473281860s, input_fired_time: 0.9504255652, output_fired_time: 0.6004289985, propagate_forward_time: 39.8502349854, propagate_backward_time: 52.7728919983, weight_update_time: 0.1125784665, other_time: 2.1733512878
epoch time: 8.4126482010s, input_fired_time: 0.1026986465, output_fired_time: 0.0000000000, propagate_forward_time: 7.9461312294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638186455
validation[          , genome  6655] predictions:    9659/  10000 (96.59%), best:    9727/10000 (97.27%), error:      1084.84363, best error:       872.24597 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 95.5013732910s, input_fired_time: 0.9500364661, output_fired_time: 0.5990375876, propagate_forward_time: 39.4501762390, propagate_backward_time: 52.3648300171, weight_update_time: 0.1124587059, other_time: 2.1372947693
epoch time: 8.3418340683s, input_fired_time: 0.0986176878, output_fired_time: 0.0000000000, propagate_forward_time: 7.8795752525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636412621
validation[          , genome  6655] predictions:    9742/  10000 (97.42%), best:    9727/10000 (97.27%), error:       920.28400, best error:       872.24597 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 96.1003112793s, input_fired_time: 0.9714938998, output_fired_time: 0.6093823314, propagate_forward_time: 39.7145690918, propagate_backward_time: 52.5888214111, weight_update_time: 0.1127689779, other_time: 2.2160415649
epoch time: 8.4313373566s, input_fired_time: 0.1010972708, output_fired_time: 0.0000000000, propagate_forward_time: 7.9528760910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773641586
validation[          , genome  6655] predictions:    9723/  10000 (97.23%), best:    9727/10000 (97.27%), error:       897.58875, best error:       872.24597 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 96.5042114258s, input_fired_time: 0.9867233038, output_fired_time: 0.6277425289, propagate_forward_time: 39.8668708801, propagate_backward_time: 52.8738708496, weight_update_time: 0.1130332425, other_time: 2.1490058899
epoch time: 8.3220090866s, input_fired_time: 0.1007250696, output_fired_time: 0.0000000000, propagate_forward_time: 7.8592691422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620147705
validation[          , genome  6655] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       868.32050, best error:       868.32050 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 96.2452011108s, input_fired_time: 0.9832805395, output_fired_time: 0.6191995144, propagate_forward_time: 39.7512130737, propagate_backward_time: 52.7625694275, weight_update_time: 0.1126104295, other_time: 2.1289329529
epoch time: 8.4030666351s, input_fired_time: 0.0988734439, output_fired_time: 0.0000000000, propagate_forward_time: 7.9306292534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735642433
validation[          , genome  6655] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       776.11560, best error:       776.11560 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 95.6678314209s, input_fired_time: 0.9631466866, output_fired_time: 0.6026952267, propagate_forward_time: 39.5086441040, propagate_backward_time: 52.4477653503, weight_update_time: 0.1124315709, other_time: 2.1455802917
epoch time: 8.3810787201s, input_fired_time: 0.1000585184, output_fired_time: 0.0000000000, propagate_forward_time: 7.9176096916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3634104729
validation[          , genome  6655] predictions:    9732/  10000 (97.32%), best:    9769/10000 (97.69%), error:       870.80658, best error:       776.11560 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 96.2566299438s, input_fired_time: 0.9618501067, output_fired_time: 0.6009084582, propagate_forward_time: 39.6947059631, propagate_backward_time: 52.8792304993, weight_update_time: 0.1122730672, other_time: 2.1199340820
epoch time: 8.3802156448s, input_fired_time: 0.1015986875, output_fired_time: 0.0000000000, propagate_forward_time: 7.9128799438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657369614
validation[          , genome  6655] predictions:    9739/  10000 (97.39%), best:    9769/10000 (97.69%), error:       843.26733, best error:       776.11560 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 96.3195800781s, input_fired_time: 0.9469973445, output_fired_time: 0.6006736159, propagate_forward_time: 39.7794380188, propagate_backward_time: 52.8534774780, weight_update_time: 0.1196756586, other_time: 2.1389961243
epoch time: 8.3933143616s, input_fired_time: 0.1076064631, output_fired_time: 0.0000000000, propagate_forward_time: 7.9277501106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3579573631
validation[          , genome  6655] predictions:    9744/  10000 (97.44%), best:    9769/10000 (97.69%), error:       831.32513, best error:       776.11560 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 96.5218963623s, input_fired_time: 0.9595061541, output_fired_time: 0.6020301580, propagate_forward_time: 39.7941055298, propagate_backward_time: 53.0110816956, weight_update_time: 0.1195268780, other_time: 2.1551780701
epoch time: 8.3826742172s, input_fired_time: 0.0972186849, output_fired_time: 0.0000000000, propagate_forward_time: 7.9225974083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628582954
validation[          , genome  6655] predictions:    9715/  10000 (97.15%), best:    9769/10000 (97.69%), error:       894.78729, best error:       776.11560 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 95.8142242432s, input_fired_time: 0.9611290097, output_fired_time: 0.6336928010, propagate_forward_time: 39.5034942627, propagate_backward_time: 52.5763702393, weight_update_time: 0.1092969030, other_time: 2.1395416260
epoch time: 8.4247179031s, input_fired_time: 0.1002896726, output_fired_time: 0.0000000000, propagate_forward_time: 7.9450101852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794183731
validation[          , genome  6655] predictions:    9716/  10000 (97.16%), best:    9769/10000 (97.69%), error:       944.56836, best error:       776.11560 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 95.4597930908s, input_fired_time: 0.9589663148, output_fired_time: 0.6060933471, propagate_forward_time: 39.4634208679, propagate_backward_time: 52.3250808716, weight_update_time: 0.1098476648, other_time: 2.1062278748
epoch time: 8.3751411438s, input_fired_time: 0.0980179384, output_fired_time: 0.0000000000, propagate_forward_time: 7.9191751480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3579483032
validation[          , genome  6655] predictions:    9721/  10000 (97.21%), best:    9769/10000 (97.69%), error:       841.79559, best error:       776.11560 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 96.6094970703s, input_fired_time: 0.9590626955, output_fired_time: 0.6165006161, propagate_forward_time: 40.0318374634, propagate_backward_time: 52.8631515503, weight_update_time: 0.1095912457, other_time: 2.1389465332
epoch time: 8.4773187637s, input_fired_time: 0.0978046134, output_fired_time: 0.0000000000, propagate_forward_time: 8.0152206421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3642930984
validation[          , genome  6655] predictions:    9697/  10000 (96.97%), best:    9769/10000 (97.69%), error:      1007.65759, best error:       776.11560 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 97.2409439087s, input_fired_time: 0.9753234982, output_fired_time: 0.6001671553, propagate_forward_time: 39.9837226868, propagate_backward_time: 53.5158767700, weight_update_time: 0.1145715043, other_time: 2.1658515930
epoch time: 8.3355016708s, input_fired_time: 0.0982181877, output_fired_time: 0.0000000000, propagate_forward_time: 7.8545370102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827466965
validation[          , genome  6655] predictions:    9738/  10000 (97.38%), best:    9769/10000 (97.69%), error:       853.36768, best error:       776.11560 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 95.4876861572s, input_fired_time: 0.9487883449, output_fired_time: 0.6021572351, propagate_forward_time: 39.5783843994, propagate_backward_time: 52.2553062439, weight_update_time: 0.1114948168, other_time: 2.1030464172
epoch time: 8.4542951584s, input_fired_time: 0.1042155921, output_fired_time: 0.0000000000, propagate_forward_time: 7.9802117348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698678017
validation[          , genome  6655] predictions:    9739/  10000 (97.39%), best:    9769/10000 (97.69%), error:       840.74786, best error:       776.11560 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 96.8704605103s, input_fired_time: 0.9803943634, output_fired_time: 0.6042571068, propagate_forward_time: 39.9062957764, propagate_backward_time: 53.2471237183, weight_update_time: 0.1104694307, other_time: 2.1323928833
epoch time: 8.3153333664s, input_fired_time: 0.1011328250, output_fired_time: 0.0000000000, propagate_forward_time: 7.8477602005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3664407730
validation[          , genome  6655] predictions:    9703/  10000 (97.03%), best:    9769/10000 (97.69%), error:       964.66248, best error:       776.11560 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 96.4621887207s, input_fired_time: 0.9652041197, output_fired_time: 0.6070449352, propagate_forward_time: 39.7382125854, propagate_backward_time: 52.9739074707, weight_update_time: 0.1110673100, other_time: 2.1778182983
epoch time: 8.3785371780s, input_fired_time: 0.1003934368, output_fired_time: 0.0000000000, propagate_forward_time: 7.9165301323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616137505
validation[          , genome  6655] predictions:    9761/  10000 (97.61%), best:    9769/10000 (97.69%), error:       791.41846, best error:       776.11560 on epoch:    20, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 96.1985244751s, input_fired_time: 0.9607043862, output_fired_time: 0.6193590164, propagate_forward_time: 39.7323760986, propagate_backward_time: 52.7751235962, weight_update_time: 0.1099344194, other_time: 2.1109619141
epoch time: 8.4323701859s, input_fired_time: 0.0991401076, output_fired_time: 0.0000000000, propagate_forward_time: 7.9621210098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711090088
validation[          , genome  6655] predictions:    9757/  10000 (97.57%), best:    9769/10000 (97.69%), error:       807.27496, best error:       776.11560 on epoch:    20, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 95.7317810059s, input_fired_time: 0.9589871168, output_fired_time: 0.6074963212, propagate_forward_time: 39.5593261719, propagate_backward_time: 52.4912338257, weight_update_time: 0.1107424349, other_time: 2.1147384644
epoch time: 8.6145057678s, input_fired_time: 0.0984932035, output_fired_time: 0.0000000000, propagate_forward_time: 8.1539335251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620786667
validation[          , genome  6655] predictions:    9727/  10000 (97.27%), best:    9769/10000 (97.69%), error:       894.00836, best error:       776.11560 on epoch:    20, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 95.4973678589s, input_fired_time: 0.9580639005, output_fired_time: 0.6027770042, propagate_forward_time: 39.4251823425, propagate_backward_time: 52.4209060669, weight_update_time: 0.1080004945, other_time: 2.0904426575
epoch time: 8.3133974075s, input_fired_time: 0.0980635062, output_fired_time: 0.0000000000, propagate_forward_time: 7.8563899994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589439392
validation[          , genome  6655] predictions:    9684/  10000 (96.84%), best:    9769/10000 (97.69%), error:      1083.91553, best error:       776.11560 on epoch:    20, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 96.0918731689s, input_fired_time: 0.9687037468, output_fired_time: 0.6006005406, propagate_forward_time: 39.8613510132, propagate_backward_time: 52.5400466919, weight_update_time: 0.1099054143, other_time: 2.1211700439
epoch time: 8.3456554413s, input_fired_time: 0.0998995677, output_fired_time: 0.0000000000, propagate_forward_time: 7.8664879799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3792681694
validation[          , genome  6655] predictions:    9755/  10000 (97.55%), best:    9769/10000 (97.69%), error:       789.40112, best error:       776.11560 on epoch:    20, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 96.2663879395s, input_fired_time: 0.9757423401, output_fired_time: 0.5994278789, propagate_forward_time: 39.6888122559, propagate_backward_time: 52.8524665833, weight_update_time: 0.1102015451, other_time: 2.1499443054
epoch time: 8.4201765060s, input_fired_time: 0.0992598087, output_fired_time: 0.0000000000, propagate_forward_time: 7.9587864876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621306419
validation[          , genome  6655] predictions:    9752/  10000 (97.52%), best:    9769/10000 (97.69%), error:       826.66974, best error:       776.11560 on epoch:    20, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 96.0018539429s, input_fired_time: 0.9482913017, output_fired_time: 0.6116698384, propagate_forward_time: 39.6846008301, propagate_backward_time: 52.6312217712, weight_update_time: 0.1098103821, other_time: 2.1260719299
epoch time: 8.3086729050s, input_fired_time: 0.1001971811, output_fired_time: 0.0000000000, propagate_forward_time: 7.8449888229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3634872437
validation[          , genome  6655] predictions:    9683/  10000 (96.83%), best:    9769/10000 (97.69%), error:       971.08167, best error:       776.11560 on epoch:    20, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 95.2299957275s, input_fired_time: 0.9621090889, output_fired_time: 0.5968940854, propagate_forward_time: 39.3101387024, propagate_backward_time: 52.2608680725, weight_update_time: 0.1090767011, other_time: 2.0999832153
epoch time: 8.7382297516s, input_fired_time: 0.1143828779, output_fired_time: 0.0000000000, propagate_forward_time: 8.2467155457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3771314621
validation[          , genome  6655] predictions:    9728/  10000 (97.28%), best:    9769/10000 (97.69%), error:       887.66138, best error:       776.11560 on epoch:    20, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 95.9035034180s, input_fired_time: 0.9740163088, output_fired_time: 0.6114889383, propagate_forward_time: 39.6877021790, propagate_backward_time: 52.5203552246, weight_update_time: 0.1095962375, other_time: 2.1099433899
epoch time: 8.2960071564s, input_fired_time: 0.1021688879, output_fired_time: 0.0000000000, propagate_forward_time: 7.8355145454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583235741
validation[          , genome  6655] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       764.33411, best error:       764.33411 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 96.5088119507s, input_fired_time: 0.9847972393, output_fired_time: 0.6162594557, propagate_forward_time: 39.8395919800, propagate_backward_time: 52.9478302002, weight_update_time: 0.1097328290, other_time: 2.1203384399
epoch time: 8.3848199844s, input_fired_time: 0.1003133357, output_fired_time: 0.0000000000, propagate_forward_time: 7.9220056534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3625011444
validation[          , genome  6655] predictions:    9757/  10000 (97.57%), best:    9766/10000 (97.66%), error:       770.55725, best error:       764.33411 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 96.2991256714s, input_fired_time: 0.9623620510, output_fired_time: 0.6246706843, propagate_forward_time: 39.7784881592, propagate_backward_time: 52.7948532104, weight_update_time: 0.1103149801, other_time: 2.1387481689
epoch time: 8.2162895203s, input_fired_time: 0.0961343497, output_fired_time: 0.0000000000, propagate_forward_time: 7.7681531906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520021439
validation[          , genome  6655] predictions:    9732/  10000 (97.32%), best:    9766/10000 (97.66%), error:       826.27441, best error:       764.33411 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 96.1835632324s, input_fired_time: 0.9566644430, output_fired_time: 0.6018116474, propagate_forward_time: 39.7833747864, propagate_backward_time: 52.6946525574, weight_update_time: 0.1086871698, other_time: 2.1470565796
epoch time: 8.2905530930s, input_fired_time: 0.0995815098, output_fired_time: 0.0000000000, propagate_forward_time: 7.8308854103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600859642
validation[          , genome  6655] predictions:    9731/  10000 (97.31%), best:    9766/10000 (97.66%), error:       857.32495, best error:       764.33411 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 96.5187072754s, input_fired_time: 0.9592913389, output_fired_time: 0.6029788852, propagate_forward_time: 39.8255958557, propagate_backward_time: 52.9700965881, weight_update_time: 0.1085310876, other_time: 2.1607437134
epoch time: 8.3428764343s, input_fired_time: 0.0983716100, output_fired_time: 0.0000000000, propagate_forward_time: 7.8877048492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568000793
validation[          , genome  6655] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       710.10175, best error:       710.10175 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 96.9023742676s, input_fired_time: 0.9777494073, output_fired_time: 0.6112484932, propagate_forward_time: 39.9746131897, propagate_backward_time: 53.1755943298, weight_update_time: 0.1113539562, other_time: 2.1631622314
epoch time: 8.4343309402s, input_fired_time: 0.1000578701, output_fired_time: 0.0000000000, propagate_forward_time: 7.9663114548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679618835
validation[          , genome  6655] predictions:    9719/  10000 (97.19%), best:    9784/10000 (97.84%), error:       853.35553, best error:       710.10175 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 95.6338500977s, input_fired_time: 0.9568575621, output_fired_time: 0.6146659851, propagate_forward_time: 39.4097404480, propagate_backward_time: 52.5238304138, weight_update_time: 0.1099966019, other_time: 2.1287612915
epoch time: 8.4432859421s, input_fired_time: 0.0995641947, output_fired_time: 0.0000000000, propagate_forward_time: 7.9689807892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747406006
validation[          , genome  6655] predictions:    9748/  10000 (97.48%), best:    9784/10000 (97.84%), error:       792.53430, best error:       710.10175 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 95.8515472412s, input_fired_time: 0.9637165666, output_fired_time: 0.6136819720, propagate_forward_time: 39.6356315613, propagate_backward_time: 52.5135841370, weight_update_time: 0.1106809452, other_time: 2.1249313354
epoch time: 8.6160583496s, input_fired_time: 0.1026970893, output_fired_time: 0.0000000000, propagate_forward_time: 8.1432847977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700761795
validation[          , genome  6655] predictions:    9788/  10000 (97.88%), best:    9784/10000 (97.84%), error:       745.67413, best error:       710.10175 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 95.8168792725s, input_fired_time: 0.9535250664, output_fired_time: 0.6016587019, propagate_forward_time: 39.4947700500, propagate_backward_time: 52.6107177734, weight_update_time: 0.1114325821, other_time: 2.1562080383
epoch time: 8.2819223404s, input_fired_time: 0.0997941270, output_fired_time: 0.0000000000, propagate_forward_time: 7.8235387802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585891724
validation[          , genome  6655] predictions:    9738/  10000 (97.38%), best:    9784/10000 (97.84%), error:       818.25922, best error:       710.10175 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 96.4122009277s, input_fired_time: 0.9782645106, output_fired_time: 0.6305153966, propagate_forward_time: 39.7728881836, propagate_backward_time: 52.8777008057, weight_update_time: 0.1268789768, other_time: 2.1528320312
epoch time: 8.4220657349s, input_fired_time: 0.1086955592, output_fired_time: 0.0000000000, propagate_forward_time: 7.9503898621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629798889
validation[          , genome  6655] predictions:    9780/  10000 (97.80%), best:    9784/10000 (97.84%), error:       727.97363, best error:       710.10175 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 95.5014266968s, input_fired_time: 0.9556042552, output_fired_time: 0.5981184840, propagate_forward_time: 39.3896598816, propagate_backward_time: 52.4186859131, weight_update_time: 0.1101780385, other_time: 2.1393547058
epoch time: 8.3657951355s, input_fired_time: 0.0993900523, output_fired_time: 0.0000000000, propagate_forward_time: 7.9067559242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3596491814
validation[          , genome  6655] predictions:    9762/  10000 (97.62%), best:    9784/10000 (97.84%), error:       785.37195, best error:       710.10175 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 96.3588256836s, input_fired_time: 0.9591513276, output_fired_time: 0.5988600850, propagate_forward_time: 39.7048606873, propagate_backward_time: 52.9646072388, weight_update_time: 0.1106624678, other_time: 2.1313438416
epoch time: 8.6119546890s, input_fired_time: 0.1028223932, output_fired_time: 0.0000000000, propagate_forward_time: 8.1291027069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800296783
validation[          , genome  6655] predictions:    9774/  10000 (97.74%), best:    9784/10000 (97.84%), error:       742.51013, best error:       710.10175 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 96.7882080078s, input_fired_time: 0.9668524861, output_fired_time: 0.6071594357, propagate_forward_time: 40.0100059509, propagate_backward_time: 53.0372886658, weight_update_time: 0.1179547086, other_time: 2.1669006348
epoch time: 8.2871780396s, input_fired_time: 0.0995871425, output_fired_time: 0.0000000000, propagate_forward_time: 7.8304295540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3571610451
validation[          , genome  6655] predictions:    9746/  10000 (97.46%), best:    9784/10000 (97.84%), error:       806.43500, best error:       710.10175 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 95.9727249146s, input_fired_time: 0.9821942449, output_fired_time: 0.5996832252, propagate_forward_time: 39.4743957520, propagate_backward_time: 52.7889976501, weight_update_time: 0.1088625565, other_time: 2.1274528503
epoch time: 8.3559970856s, input_fired_time: 0.1019275039, output_fired_time: 0.0000000000, propagate_forward_time: 7.8894066811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646626472
validation[          , genome  6655] predictions:    9708/  10000 (97.08%), best:    9784/10000 (97.84%), error:       980.52155, best error:       710.10175 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 95.8293685913s, input_fired_time: 0.9528331161, output_fired_time: 0.6525995135, propagate_forward_time: 39.5963439941, propagate_backward_time: 52.5024795532, weight_update_time: 0.1115297154, other_time: 2.1251068115
epoch time: 8.3394289017s, input_fired_time: 0.1003095433, output_fired_time: 0.0000000000, propagate_forward_time: 7.8757562637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633632660
validation[          , genome  6655] predictions:    9746/  10000 (97.46%), best:    9784/10000 (97.84%), error:       874.57208, best error:       710.10175 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 96.9748916626s, input_fired_time: 0.9953514338, output_fired_time: 0.6087989807, propagate_forward_time: 40.0148162842, propagate_backward_time: 53.2220497131, weight_update_time: 0.1106597632, other_time: 2.1338768005
epoch time: 8.3886404037s, input_fired_time: 0.1015377417, output_fired_time: 0.0000000000, propagate_forward_time: 7.9265480042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605546951
validation[          , genome  6655] predictions:    9747/  10000 (97.47%), best:    9784/10000 (97.84%), error:       806.38281, best error:       710.10175 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 96.3860168457s, input_fired_time: 0.9837568402, output_fired_time: 0.6028305292, propagate_forward_time: 39.7567291260, propagate_backward_time: 52.8732070923, weight_update_time: 0.1130473986, other_time: 2.1694946289
epoch time: 8.2898063660s, input_fired_time: 0.1017004028, output_fired_time: 0.0000000000, propagate_forward_time: 7.8257751465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623304367
validation[          , genome  6655] predictions:    9787/  10000 (97.87%), best:    9784/10000 (97.84%), error:       733.11066, best error:       710.10175 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 97.0046157837s, input_fired_time: 1.0053367615, output_fired_time: 0.6104612350, propagate_forward_time: 39.9719009399, propagate_backward_time: 53.2228317261, weight_update_time: 0.1126084477, other_time: 2.1940917969
epoch time: 8.8228626251s, input_fired_time: 0.1097649857, output_fired_time: 0.0000000000, propagate_forward_time: 8.3187265396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943710327
validation[          , genome  6655] predictions:    9729/  10000 (97.29%), best:    9784/10000 (97.84%), error:       869.63660, best error:       710.10175 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 97.5041122437s, input_fired_time: 0.9921870828, output_fired_time: 0.6142326593, propagate_forward_time: 40.1749114990, propagate_backward_time: 53.5197181702, weight_update_time: 0.1158872694, other_time: 2.2030601501
epoch time: 8.7384805679s, input_fired_time: 0.1105444878, output_fired_time: 0.0000000000, propagate_forward_time: 8.2576913834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702449799
validation[          , genome  6655] predictions:    9762/  10000 (97.62%), best:    9784/10000 (97.84%), error:       719.25061, best error:       710.10175 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 96.6072998047s, input_fired_time: 0.9871670604, output_fired_time: 0.6104639769, propagate_forward_time: 39.9356536865, propagate_backward_time: 52.8989944458, weight_update_time: 0.1109684706, other_time: 2.1750183105
epoch time: 8.4941539764s, input_fired_time: 0.1083687171, output_fired_time: 0.0000000000, propagate_forward_time: 8.0168170929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689680099
validation[          , genome  6655] predictions:    9692/  10000 (96.92%), best:    9784/10000 (97.84%), error:       992.39636, best error:       710.10175 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 96.5062789917s, input_fired_time: 0.9754235148, output_fired_time: 0.5978308320, propagate_forward_time: 39.9113845825, propagate_backward_time: 52.8219032288, weight_update_time: 0.1196499318, other_time: 2.1997337341
epoch time: 8.3814945221s, input_fired_time: 0.1014967710, output_fired_time: 0.0000000000, propagate_forward_time: 7.9191231728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608746529
validation[          , genome  6655] predictions:    9717/  10000 (97.17%), best:    9784/10000 (97.84%), error:       907.89130, best error:       710.10175 on epoch:    43, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 95.7957992554s, input_fired_time: 0.9628997445, output_fired_time: 0.6065343022, propagate_forward_time: 39.6721076965, propagate_backward_time: 52.4546432495, weight_update_time: 0.1114183590, other_time: 2.0996131897
epoch time: 8.4752645493s, input_fired_time: 0.1092586666, output_fired_time: 0.0000000000, propagate_forward_time: 8.0079545975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3580513000
validation[          , genome  6655] predictions:    9803/  10000 (98.03%), best:    9803/10000 (98.03%), error:       651.31702, best error:       651.31702 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 96.5035400391s, input_fired_time: 0.9749044180, output_fired_time: 0.6042031646, propagate_forward_time: 39.8146972656, propagate_backward_time: 52.9834671021, weight_update_time: 0.1149738207, other_time: 2.1262664795
epoch time: 8.2958974838s, input_fired_time: 0.0998519883, output_fired_time: 0.0000000000, propagate_forward_time: 7.8385658264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3574800491
validation[          , genome  6655] predictions:    9757/  10000 (97.57%), best:    9803/10000 (98.03%), error:       791.31201, best error:       651.31702 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 98.1706619263s, input_fired_time: 1.0087547302, output_fired_time: 0.6122882962, propagate_forward_time: 40.5463409424, propagate_backward_time: 53.7748985291, weight_update_time: 0.1116489843, other_time: 2.2283821106
epoch time: 8.6540822983s, input_fired_time: 0.1080534607, output_fired_time: 0.0000000000, propagate_forward_time: 8.1620559692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839731216
validation[          , genome  6655] predictions:    9790/  10000 (97.90%), best:    9803/10000 (98.03%), error:       670.60297, best error:       651.31702 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 97.1188507080s, input_fired_time: 0.9935131669, output_fired_time: 0.6164966822, propagate_forward_time: 39.9818916321, propagate_backward_time: 53.3641662598, weight_update_time: 0.1110814139, other_time: 2.1627845764
epoch time: 8.4356622696s, input_fired_time: 0.1116084754, output_fired_time: 0.0000000000, propagate_forward_time: 7.9422893524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3817644119
validation[          , genome  6655] predictions:    9791/  10000 (97.91%), best:    9803/10000 (98.03%), error:       677.63739, best error:       651.31702 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 97.1913452148s, input_fired_time: 1.0189373493, output_fired_time: 0.6091465354, propagate_forward_time: 40.0586929321, propagate_backward_time: 53.3188552856, weight_update_time: 0.1327172965, other_time: 2.1857147217
epoch time: 8.5230922699s, input_fired_time: 0.1072774678, output_fired_time: 0.0000000000, propagate_forward_time: 8.0492610931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665533066
validation[          , genome  6655] predictions:    9731/  10000 (97.31%), best:    9803/10000 (98.03%), error:       863.37512, best error:       651.31702 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 98.0531692505s, input_fired_time: 1.0133277178, output_fired_time: 0.6457032561, propagate_forward_time: 40.3793487549, propagate_backward_time: 53.8089904785, weight_update_time: 0.1121692657, other_time: 2.2057952881
epoch time: 8.4293394089s, input_fired_time: 0.1057109311, output_fired_time: 0.0000000000, propagate_forward_time: 7.9556784630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679499626
validation[          , genome  6655] predictions:    9709/  10000 (97.09%), best:    9803/10000 (98.03%), error:       885.72192, best error:       651.31702 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 96.5608291626s, input_fired_time: 0.9815914035, output_fired_time: 0.6129331589, propagate_forward_time: 39.7935256958, propagate_backward_time: 53.0152130127, weight_update_time: 0.1118469685, other_time: 2.1575698853
epoch time: 8.4381647110s, input_fired_time: 0.1046772674, output_fired_time: 0.0000000000, propagate_forward_time: 7.9683718681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651156425
validation[          , genome  6655] predictions:    9763/  10000 (97.63%), best:    9803/10000 (98.03%), error:       797.11212, best error:       651.31702 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 97.2217483521s, input_fired_time: 1.0006980896, output_fired_time: 0.6091362834, propagate_forward_time: 40.0380630493, propagate_backward_time: 53.4056091309, weight_update_time: 0.1118567735, other_time: 2.1682434082
epoch time: 8.6181583405s, input_fired_time: 0.1173792407, output_fired_time: 0.0000000000, propagate_forward_time: 8.1175575256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832216263
validation[          , genome  6655] predictions:    9778/  10000 (97.78%), best:    9803/10000 (98.03%), error:       719.09052, best error:       651.31702 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 97.1988067627s, input_fired_time: 0.9900463820, output_fired_time: 0.6185176373, propagate_forward_time: 39.9486885071, propagate_backward_time: 53.4694976807, weight_update_time: 0.1106249392, other_time: 2.1720619202
epoch time: 8.4558801651s, input_fired_time: 0.1052582562, output_fired_time: 0.0000000000, propagate_forward_time: 7.9730587006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3775634766
validation[          , genome  6655] predictions:    9777/  10000 (97.77%), best:    9803/10000 (98.03%), error:       686.22998, best error:       651.31702 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 97.3121948242s, input_fired_time: 1.0030996799, output_fired_time: 0.6086851358, propagate_forward_time: 40.1706390381, propagate_backward_time: 53.3568725586, weight_update_time: 0.1107101440, other_time: 2.1728973389
epoch time: 8.3558483124s, input_fired_time: 0.1119524762, output_fired_time: 0.0000000000, propagate_forward_time: 7.8803005219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635950089
validation[          , genome  6655] predictions:    9776/  10000 (97.76%), best:    9803/10000 (98.03%), error:       713.81030, best error:       651.31702 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 96.7658615112s, input_fired_time: 0.9842307568, output_fired_time: 0.6154130101, propagate_forward_time: 39.9499282837, propagate_backward_time: 53.0593872070, weight_update_time: 0.1132256314, other_time: 2.1569061279
epoch time: 8.4113464355s, input_fired_time: 0.1042105332, output_fired_time: 0.0000000000, propagate_forward_time: 7.9321961403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749394417
validation[          , genome  6655] predictions:    9758/  10000 (97.58%), best:    9803/10000 (98.03%), error:       754.13159, best error:       651.31702 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 96.3288650513s, input_fired_time: 0.9833192229, output_fired_time: 0.6142759919, propagate_forward_time: 39.5588493347, propagate_backward_time: 53.0258369446, weight_update_time: 0.1118951440, other_time: 2.1465835571
epoch time: 8.4034404755s, input_fired_time: 0.1023764610, output_fired_time: 0.0000000000, propagate_forward_time: 7.9298000336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3712635040
validation[          , genome  6655] predictions:    9721/  10000 (97.21%), best:    9803/10000 (98.03%), error:       911.29626, best error:       651.31702 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 97.4429702759s, input_fired_time: 0.9966899753, output_fired_time: 0.6075440645, propagate_forward_time: 40.2159309387, propagate_backward_time: 53.4553413391, weight_update_time: 0.1124012321, other_time: 2.1674652100
epoch time: 8.3901176453s, input_fired_time: 0.1048421860, output_fired_time: 0.0000000000, propagate_forward_time: 7.9176502228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676252365
validation[          , genome  6655] predictions:    9778/  10000 (97.78%), best:    9803/10000 (98.03%), error:       684.06293, best error:       651.31702 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 96.7539062500s, input_fired_time: 0.9898966551, output_fired_time: 0.6163424253, propagate_forward_time: 39.8508033752, propagate_backward_time: 53.1436958313, weight_update_time: 0.1114013642, other_time: 2.1531677246
epoch time: 8.3064680099s, input_fired_time: 0.1006028131, output_fired_time: 0.0000000000, propagate_forward_time: 7.8421897888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636751175
validation[          , genome  6655] predictions:    9725/  10000 (97.25%), best:    9803/10000 (98.03%), error:       847.66858, best error:       651.31702 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 96.3879241943s, input_fired_time: 0.9730855227, output_fired_time: 0.6020146608, propagate_forward_time: 39.8102226257, propagate_backward_time: 52.8722190857, weight_update_time: 0.1141314209, other_time: 2.1303863525
epoch time: 8.5004653931s, input_fired_time: 0.1024160758, output_fired_time: 0.0000000000, propagate_forward_time: 8.0356578827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623914719
validation[          , genome  6655] predictions:    9759/  10000 (97.59%), best:    9803/10000 (98.03%), error:       790.15942, best error:       651.31702 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 96.0951156616s, input_fired_time: 0.9674719572, output_fired_time: 0.6003316641, propagate_forward_time: 39.6792411804, propagate_backward_time: 52.7242736816, weight_update_time: 0.1105920821, other_time: 2.1237983704
epoch time: 8.4122257233s, input_fired_time: 0.1004830524, output_fired_time: 0.0000000000, propagate_forward_time: 7.9429383278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688044548
validation[          , genome  6655] predictions:    9721/  10000 (97.21%), best:    9803/10000 (98.03%), error:       928.55719, best error:       651.31702 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 96.8897476196s, input_fired_time: 0.9795108438, output_fired_time: 0.6021361947, propagate_forward_time: 40.0496597290, propagate_backward_time: 53.0817909241, weight_update_time: 0.1110211164, other_time: 2.1766548157
epoch time: 8.4119691849s, input_fired_time: 0.1002664566, output_fired_time: 0.0000000000, propagate_forward_time: 7.9537019730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3580007553
validation[          , genome  6655] predictions:    9749/  10000 (97.49%), best:    9803/10000 (98.03%), error:       797.50586, best error:       651.31702 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 97.1981353760s, input_fired_time: 0.9922946692, output_fired_time: 0.6144546866, propagate_forward_time: 40.1257171631, propagate_backward_time: 53.3318786621, weight_update_time: 0.1105449274, other_time: 2.1337890625
epoch time: 8.5244016647s, input_fired_time: 0.1066203117, output_fired_time: 0.0000000000, propagate_forward_time: 8.0490779877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687038422
validation[          , genome  6655] predictions:    9775/  10000 (97.75%), best:    9803/10000 (98.03%), error:       717.87726, best error:       651.31702 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 98.0217895508s, input_fired_time: 1.0260823965, output_fired_time: 0.6405977607, propagate_forward_time: 40.3872375488, propagate_backward_time: 53.7831420898, weight_update_time: 0.1195943654, other_time: 2.1847305298
epoch time: 8.2627601624s, input_fired_time: 0.1005945802, output_fired_time: 0.0000000000, propagate_forward_time: 7.8102874756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3518781662
validation[          , genome  6655] predictions:    9773/  10000 (97.73%), best:    9803/10000 (98.03%), error:       742.38232, best error:       651.31702 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 96.1232604980s, input_fired_time: 0.9714409113, output_fired_time: 0.6095556021, propagate_forward_time: 39.6258583069, propagate_backward_time: 52.7902565002, weight_update_time: 0.1113516688, other_time: 2.1261444092
epoch time: 8.3729209900s, input_fired_time: 0.1010017022, output_fired_time: 0.0000000000, propagate_forward_time: 7.9082121849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637070656
validation[          , genome  6655] predictions:    9776/  10000 (97.76%), best:    9803/10000 (98.03%), error:       722.37885, best error:       651.31702 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 96.4413604736s, input_fired_time: 0.9878729582, output_fired_time: 0.6014531851, propagate_forward_time: 39.8322257996, propagate_backward_time: 52.8596839905, weight_update_time: 0.1355906874, other_time: 2.1601257324
epoch time: 8.3620500565s, input_fired_time: 0.1035698727, output_fired_time: 0.0000000000, propagate_forward_time: 7.8864121437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720679283
validation[          , genome  6655] predictions:    9792/  10000 (97.92%), best:    9803/10000 (98.03%), error:       658.14697, best error:       651.31702 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 97.3288497925s, input_fired_time: 0.9898728132, output_fired_time: 0.6107993126, propagate_forward_time: 40.1636772156, propagate_backward_time: 53.3736038208, weight_update_time: 0.1111260355, other_time: 2.1908912659
epoch time: 8.5735864639s, input_fired_time: 0.1041129678, output_fired_time: 0.0000000000, propagate_forward_time: 8.1066198349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628540039
validation[          , genome  6655] predictions:    9764/  10000 (97.64%), best:    9803/10000 (98.03%), error:       743.19946, best error:       651.31702 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 96.8687515259s, input_fired_time: 0.9870434403, output_fired_time: 0.6015899181, propagate_forward_time: 40.0683441162, propagate_backward_time: 53.0280570984, weight_update_time: 0.1106170267, other_time: 2.1837120056
epoch time: 8.3942861557s, input_fired_time: 0.1091044322, output_fired_time: 0.0000000000, propagate_forward_time: 7.9130802155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721017838
validation[          , genome  6655] predictions:    9760/  10000 (97.60%), best:    9803/10000 (98.03%), error:       749.31171, best error:       651.31702 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 96.2067184448s, input_fired_time: 0.9726734161, output_fired_time: 0.6139470339, propagate_forward_time: 39.6651382446, propagate_backward_time: 52.8275413513, weight_update_time: 0.1092537120, other_time: 2.1274223328
epoch time: 8.3991317749s, input_fired_time: 0.1024947762, output_fired_time: 0.0000000000, propagate_forward_time: 7.9305162430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661203384
validation[          , genome  6655] predictions:    9757/  10000 (97.57%), best:    9803/10000 (98.03%), error:       757.52087, best error:       651.31702 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 96.1121597290s, input_fired_time: 0.9645444751, output_fired_time: 0.5996791124, propagate_forward_time: 39.6128883362, propagate_backward_time: 52.8097991943, weight_update_time: 0.1096747667, other_time: 2.1252479553
epoch time: 8.4607009888s, input_fired_time: 0.1025316715, output_fired_time: 0.0000000000, propagate_forward_time: 8.0028438568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3553256989
validation[          , genome  6655] predictions:    9680/  10000 (96.80%), best:    9803/10000 (98.03%), error:       938.55011, best error:       651.31702 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 97.5410766602s, input_fired_time: 0.9941906333, output_fired_time: 0.6054725647, propagate_forward_time: 40.2205276489, propagate_backward_time: 53.5534439087, weight_update_time: 0.1116325930, other_time: 2.1674346924
epoch time: 8.3344802856s, input_fired_time: 0.1014699861, output_fired_time: 0.0000000000, propagate_forward_time: 7.8697519302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3632583618
validation[          , genome  6655] predictions:    9731/  10000 (97.31%), best:    9803/10000 (98.03%), error:       850.53107, best error:       651.31702 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 96.7446212769s, input_fired_time: 0.9886141419, output_fired_time: 0.6075393558, propagate_forward_time: 39.9067535400, propagate_backward_time: 53.1019897461, weight_update_time: 0.1100362837, other_time: 2.1397247314
epoch time: 8.8283510208s, input_fired_time: 0.1071123406, output_fired_time: 0.0000000000, propagate_forward_time: 8.3201847076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010543823
validation[          , genome  6655] predictions:    9757/  10000 (97.57%), best:    9803/10000 (98.03%), error:       750.53717, best error:       651.31702 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 97.5973205566s, input_fired_time: 0.9974180460, output_fired_time: 0.6082918048, propagate_forward_time: 40.1544570923, propagate_backward_time: 53.6171684265, weight_update_time: 0.1117250174, other_time: 2.2199821472
epoch time: 8.7392683029s, input_fired_time: 0.1325057447, output_fired_time: 0.0000000000, propagate_forward_time: 8.2343549728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724079132
validation[          , genome  6655] predictions:    9780/  10000 (97.80%), best:    9803/10000 (98.03%), error:       698.36096, best error:       651.31702 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 98.2439041138s, input_fired_time: 1.0483903885, output_fired_time: 0.6212018132, propagate_forward_time: 40.2331504822, propagate_backward_time: 54.1811027527, weight_update_time: 0.1121066585, other_time: 2.1600570679
epoch time: 8.3936357498s, input_fired_time: 0.1043737829, output_fired_time: 0.0000000000, propagate_forward_time: 7.9253740311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638877869
validation[          , genome  6655] predictions:    9772/  10000 (97.72%), best:    9803/10000 (98.03%), error:       730.18011, best error:       651.31702 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 98.0718154907s, input_fired_time: 0.9999275804, output_fired_time: 0.6322872639, propagate_forward_time: 40.4345321655, propagate_backward_time: 53.8352088928, weight_update_time: 0.1191792637, other_time: 2.1698570251
epoch time: 8.2386922836s, input_fired_time: 0.1006318852, output_fired_time: 0.0000000000, propagate_forward_time: 7.7854189873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3526415825
validation[          , genome  6655] predictions:    9769/  10000 (97.69%), best:    9803/10000 (98.03%), error:       697.83453, best error:       651.31702 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 97.2158508301s, input_fired_time: 0.9848638177, output_fired_time: 0.6139817238, propagate_forward_time: 40.0174980164, propagate_backward_time: 53.4064598083, weight_update_time: 0.1113459468, other_time: 2.1930465698
epoch time: 8.6081895828s, input_fired_time: 0.1076378301, output_fired_time: 0.0000000000, propagate_forward_time: 8.1273431778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732089996
validation[          , genome  6655] predictions:    9758/  10000 (97.58%), best:    9803/10000 (98.03%), error:       764.44391, best error:       651.31702 on epoch:    60, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 97.6565322876s, input_fired_time: 1.0116275549, output_fired_time: 0.6202970743, propagate_forward_time: 40.3776397705, propagate_backward_time: 53.4697570801, weight_update_time: 0.1199101955, other_time: 2.1772079468
epoch time: 8.3720359802s, input_fired_time: 0.1037491858, output_fired_time: 0.0000000000, propagate_forward_time: 7.9076857567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3606009483
validation[          , genome  6655] predictions:    9772/  10000 (97.72%), best:    9803/10000 (98.03%), error:       682.95612, best error:       651.31702 on epoch:    60, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 97.5189208984s, input_fired_time: 1.0102207661, output_fired_time: 0.6143963337, propagate_forward_time: 40.0701255798, propagate_backward_time: 53.6404724121, weight_update_time: 0.1116508171, other_time: 2.1837043762
epoch time: 8.4901008606s, input_fired_time: 0.1060219780, output_fired_time: 0.0000000000, propagate_forward_time: 8.0166883469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673906326
validation[          , genome  6655] predictions:    9784/  10000 (97.84%), best:    9803/10000 (98.03%), error:       696.72009, best error:       651.31702 on epoch:    60, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 97.6791305542s, input_fired_time: 1.0045584440, output_fired_time: 0.6233804226, propagate_forward_time: 40.3147811890, propagate_backward_time: 53.5378494263, weight_update_time: 0.1118563414, other_time: 2.1985626221
epoch time: 8.6607189178s, input_fired_time: 0.1099520922, output_fired_time: 0.0000000000, propagate_forward_time: 8.1768054962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739614487
validation[          , genome  6655] predictions:    9776/  10000 (97.76%), best:    9803/10000 (98.03%), error:       706.61737, best error:       651.31702 on epoch:    60, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 96.7244873047s, input_fired_time: 0.9929809570, output_fired_time: 0.6072954535, propagate_forward_time: 39.9330024719, propagate_backward_time: 53.0106239319, weight_update_time: 0.1141646728, other_time: 2.1805877686
epoch time: 8.6816453934s, input_fired_time: 0.1117948517, output_fired_time: 0.0000000000, propagate_forward_time: 8.1970653534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727855682
validation[          , genome  6655] predictions:    9771/  10000 (97.71%), best:    9803/10000 (98.03%), error:       705.86346, best error:       651.31702 on epoch:    60, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 97.3060760498s, input_fired_time: 1.0094742775, output_fired_time: 0.6058765054, propagate_forward_time: 40.0428352356, propagate_backward_time: 53.4700660706, weight_update_time: 0.1118450612, other_time: 2.1778259277
epoch time: 8.3325862885s, input_fired_time: 0.1032748073, output_fired_time: 0.0000000000, propagate_forward_time: 7.8545751572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747367859
validation[          , genome  6655] predictions:    9773/  10000 (97.73%), best:    9803/10000 (98.03%), error:       695.68402, best error:       651.31702 on epoch:    60, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 95.6995544434s, input_fired_time: 0.9777415395, output_fired_time: 0.6219906807, propagate_forward_time: 39.4564361572, propagate_backward_time: 52.5233955383, weight_update_time: 0.1097192466, other_time: 2.1199836731
epoch time: 8.3065080643s, input_fired_time: 0.1043920368, output_fired_time: 0.0000000000, propagate_forward_time: 7.8436579704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3584580421
validation[          , genome  6655] predictions:    9778/  10000 (97.78%), best:    9803/10000 (98.03%), error:       692.29602, best error:       651.31702 on epoch:    60, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 96.4406814575s, input_fired_time: 1.0009047985, output_fired_time: 0.5957568288, propagate_forward_time: 39.7284965515, propagate_backward_time: 52.9517059326, weight_update_time: 0.1449528784, other_time: 2.1638145447
epoch time: 8.4192571640s, input_fired_time: 0.1038613096, output_fired_time: 0.0000000000, propagate_forward_time: 7.9561333656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592629433
validation[          , genome  6655] predictions:    9776/  10000 (97.76%), best:    9803/10000 (98.03%), error:       698.11023, best error:       651.31702 on epoch:    60, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 96.1713409424s, input_fired_time: 0.9777833223, output_fired_time: 0.5985183120, propagate_forward_time: 39.5992622375, propagate_backward_time: 52.8792839050, weight_update_time: 0.1094489396, other_time: 2.1164932251
epoch time: 8.5017213821s, input_fired_time: 0.1031890288, output_fired_time: 0.0000000000, propagate_forward_time: 8.0398902893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3586416245
validation[          , genome  6655] predictions:    9779/  10000 (97.79%), best:    9803/10000 (98.03%), error:       703.42114, best error:       651.31702 on epoch:    60, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 96.4599838257s, input_fired_time: 0.9738582373, output_fired_time: 0.6068508625, propagate_forward_time: 39.8467063904, propagate_backward_time: 52.8955001831, weight_update_time: 0.1102895960, other_time: 2.1370658875
epoch time: 8.6554851532s, input_fired_time: 0.1285619885, output_fired_time: 0.0000000000, propagate_forward_time: 8.1665973663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3603258133
validation[          , genome  6655] predictions:    9769/  10000 (97.69%), best:    9803/10000 (98.03%), error:       709.21033, best error:       651.31702 on epoch:    60, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 97.0645065308s, input_fired_time: 0.9939215779, output_fired_time: 0.6164777875, propagate_forward_time: 40.0580520630, propagate_backward_time: 53.2594528198, weight_update_time: 0.1182293668, other_time: 2.1366043091
epoch time: 8.2526264191s, input_fired_time: 0.1026201472, output_fired_time: 0.0000000000, propagate_forward_time: 7.7957816124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3542246819
validation[          , genome  6655] predictions:    9770/  10000 (97.70%), best:    9803/10000 (98.03%), error:       727.55078, best error:       651.31702 on epoch:    60, 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: 42.2304534912s, input_fired_time: 0.5557217598, output_fired_time: 0.0000000000, propagate_forward_time: 39.8032798767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8714523315
best training[          , genome  6655] predictions:   49611/  50000 (99.22%), best:    9803/10000 (98.03%), error:      1466.08325, best error:       651.31702 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 8.2407102585s, input_fired_time: 0.0988769606, output_fired_time: 0.0000000000, propagate_forward_time: 7.7843289375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575043678
   testing[          , genome  6655] predictions:    9815/  10000 (98.15%), best:    9803/10000 (98.03%), error:       604.88147, best error:       651.31702 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:36:26 (22014): called boinc_finish(0)

</stderr_txt>
]]>