Nameexact_genome_1512568488_43_7114_0
Workunit2606860
Created7 Dec 2017, 23:55:25 UTC
Sent8 Dec 2017, 0:03:25 UTC
Report deadline20 Dec 2017, 6:51:49 UTC
Received8 Dec 2017, 11:53:17 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID63887
Run time3 hours 12 min 8 sec
CPU time3 hours 9 min 31 sec
Validate stateValid
Credit3,070.90
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.33 MB
Peak swap size159.21 MB
Peak disk usage2.08 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
.5173792839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668656349
validation[          , genome  7114] predictions:    9699/  10000 (96.99%), best:    9715/10000 (97.15%), error:       999.09540, best error:       914.45386 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 104.2321014404s, input_fired_time: 1.3397104740, output_fired_time: 1.0322057009, propagate_forward_time: 37.8076896667, propagate_backward_time: 61.8800086975, weight_update_time: 0.1067285016, other_time: 2.1724815369
epoch time: 8.1289644241s, input_fired_time: 0.1600180268, output_fired_time: 0.0000000000, propagate_forward_time: 7.6013851166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675613403
validation[          , genome  7114] predictions:    9705/  10000 (97.05%), best:    9715/10000 (97.15%), error:       970.67194, best error:       914.45386 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 103.8068923950s, input_fired_time: 1.3442620039, output_fired_time: 1.0346952677, propagate_forward_time: 37.6861190796, propagate_backward_time: 61.5762367249, weight_update_time: 0.1160577983, other_time: 2.1655769348
epoch time: 8.0388288498s, input_fired_time: 0.1554145813, output_fired_time: 0.0000000000, propagate_forward_time: 7.5129919052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3704223633
validation[          , genome  7114] predictions:    9632/  10000 (96.32%), best:    9715/10000 (97.15%), error:      1242.30566, best error:       914.45386 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 103.5987319946s, input_fired_time: 1.3449300528, output_fired_time: 1.0325983763, propagate_forward_time: 37.6437644958, propagate_backward_time: 61.4578475952, weight_update_time: 0.1056915894, other_time: 2.1195869446
epoch time: 7.9764866829s, input_fired_time: 0.1529730558, output_fired_time: 0.0000000000, propagate_forward_time: 7.4620270729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614864349
validation[          , genome  7114] predictions:    9709/  10000 (97.09%), best:    9715/10000 (97.15%), error:       921.28052, best error:       914.45386 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 103.6102981567s, input_fired_time: 1.3448795080, output_fired_time: 1.0363184214, propagate_forward_time: 37.6611328125, propagate_backward_time: 61.4303665161, weight_update_time: 0.1068772972, other_time: 2.1376037598
epoch time: 8.0716562271s, input_fired_time: 0.1575265080, output_fired_time: 0.0000000000, propagate_forward_time: 7.5415239334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726058006
validation[          , genome  7114] predictions:    9685/  10000 (96.85%), best:    9715/10000 (97.15%), error:      1051.51245, best error:       914.45386 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 103.5816955566s, input_fired_time: 1.3287768364, output_fired_time: 1.0289604664, propagate_forward_time: 37.6250457764, propagate_backward_time: 61.4659461975, weight_update_time: 0.1067547128, other_time: 2.1329689026
epoch time: 8.0667982101s, input_fired_time: 0.1504579931, output_fired_time: 0.0000000000, propagate_forward_time: 7.5421285629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742117882
validation[          , genome  7114] predictions:    9674/  10000 (96.74%), best:    9715/10000 (97.15%), error:      1030.75513, best error:       914.45386 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 104.4196624756s, input_fired_time: 1.3666496277, output_fired_time: 1.0383912325, propagate_forward_time: 37.9842681885, propagate_backward_time: 61.8816757202, weight_update_time: 0.1063262075, other_time: 2.1486740112
epoch time: 8.0254850388s, input_fired_time: 0.1508594006, output_fired_time: 0.0000000000, propagate_forward_time: 7.5112218857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3634037971
validation[          , genome  7114] predictions:    9641/  10000 (96.41%), best:    9715/10000 (97.15%), error:      1151.47510, best error:       914.45386 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 104.2453460693s, input_fired_time: 1.3498193026, output_fired_time: 1.0374662876, propagate_forward_time: 37.8735237122, propagate_backward_time: 61.8368034363, weight_update_time: 0.1090213731, other_time: 2.1477279663
epoch time: 8.0002012253s, input_fired_time: 0.1512052119, output_fired_time: 0.0000000000, propagate_forward_time: 7.4786715508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703246117
validation[          , genome  7114] predictions:    9700/  10000 (97.00%), best:    9715/10000 (97.15%), error:      1084.91235, best error:       914.45386 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 103.4191360474s, input_fired_time: 1.3419877291, output_fired_time: 1.0330733061, propagate_forward_time: 37.5806655884, propagate_backward_time: 61.3261985779, weight_update_time: 0.1072248742, other_time: 2.1372108459
epoch time: 7.9910855293s, input_fired_time: 0.1509564072, output_fired_time: 0.0000000000, propagate_forward_time: 7.4778513908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622775078
validation[          , genome  7114] predictions:    9700/  10000 (97.00%), best:    9715/10000 (97.15%), error:       983.34894, best error:       914.45386 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 103.8052062988s, input_fired_time: 1.3424468040, output_fired_time: 1.0265728235, propagate_forward_time: 37.6645812988, propagate_backward_time: 61.6226577759, weight_update_time: 0.1078727394, other_time: 2.1489486694
epoch time: 8.1989498138s, input_fired_time: 0.1565922052, output_fired_time: 0.0000000000, propagate_forward_time: 7.6556286812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3867287636
validation[          , genome  7114] predictions:    9686/  10000 (96.86%), best:    9715/10000 (97.15%), error:       984.29669, best error:       914.45386 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 103.3760757446s, input_fired_time: 1.3364033699, output_fired_time: 1.0187357664, propagate_forward_time: 37.5827140808, propagate_backward_time: 61.3034400940, weight_update_time: 0.1060267240, other_time: 2.1347808838
epoch time: 8.1019487381s, input_fired_time: 0.1537039578, output_fired_time: 0.0000000000, propagate_forward_time: 7.5734200478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3748245239
validation[          , genome  7114] predictions:    9693/  10000 (96.93%), best:    9715/10000 (97.15%), error:      1005.77869, best error:       914.45386 on epoch:    13, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 103.8481979370s, input_fired_time: 1.3440259695, output_fired_time: 1.0336936712, propagate_forward_time: 37.6857566833, propagate_backward_time: 61.6239585876, weight_update_time: 0.1065796018, other_time: 2.1607666016
epoch time: 8.0829200745s, input_fired_time: 0.1526504010, output_fired_time: 0.0000000000, propagate_forward_time: 7.5538043976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3764653206
validation[          , genome  7114] predictions:    9683/  10000 (96.83%), best:    9715/10000 (97.15%), error:      1105.72974, best error:       914.45386 on epoch:    13, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 103.7593917847s, input_fired_time: 1.3387914896, output_fired_time: 1.0265550613, propagate_forward_time: 37.7202453613, propagate_backward_time: 61.5373878479, weight_update_time: 0.1061467156, other_time: 2.1364097595
epoch time: 8.0343618393s, input_fired_time: 0.1538458914, output_fired_time: 0.0000000000, propagate_forward_time: 7.5101885796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703274727
validation[          , genome  7114] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       865.22522, best error:       865.22522 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 103.5398101807s, input_fired_time: 1.3599739075, output_fired_time: 1.0300953388, propagate_forward_time: 37.6485443115, propagate_backward_time: 61.3709106445, weight_update_time: 0.1062192693, other_time: 2.1302871704
epoch time: 8.1752452850s, input_fired_time: 0.1557949036, output_fired_time: 0.0000000000, propagate_forward_time: 7.6346969604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847532272
validation[          , genome  7114] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       839.40680, best error:       839.40680 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 103.7578125000s, input_fired_time: 1.3582454920, output_fired_time: 1.0253261328, propagate_forward_time: 37.7308731079, propagate_backward_time: 61.4905433655, weight_update_time: 0.1068108901, other_time: 2.1528205872
epoch time: 8.0667400360s, input_fired_time: 0.1538835019, output_fired_time: 0.0000000000, propagate_forward_time: 7.5503644943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624920845
validation[          , genome  7114] predictions:    9703/  10000 (97.03%), best:    9760/10000 (97.60%), error:       978.69476, best error:       839.40680 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 103.8407287598s, input_fired_time: 1.3493783474, output_fired_time: 1.0345141888, propagate_forward_time: 37.7095832825, propagate_backward_time: 61.6044921875, weight_update_time: 0.1078075841, other_time: 2.1427574158
epoch time: 8.0544986725s, input_fired_time: 0.1580007076, output_fired_time: 0.0000000000, propagate_forward_time: 7.5209708214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755269051
validation[          , genome  7114] predictions:    9713/  10000 (97.13%), best:    9760/10000 (97.60%), error:       933.48486, best error:       839.40680 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 103.7513732910s, input_fired_time: 1.3546136618, output_fired_time: 1.0294176340, propagate_forward_time: 37.7052726746, propagate_backward_time: 61.4714241028, weight_update_time: 0.1057212874, other_time: 2.1906433105
epoch time: 8.0500383377s, input_fired_time: 0.1558010429, output_fired_time: 0.0000000000, propagate_forward_time: 7.5300836563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3641538620
validation[          , genome  7114] predictions:    9704/  10000 (97.04%), best:    9760/10000 (97.60%), error:       920.31818, best error:       839.40680 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 104.2553100586s, input_fired_time: 1.3518264294, output_fired_time: 1.0368453264, propagate_forward_time: 37.8662528992, propagate_backward_time: 61.8307609558, weight_update_time: 0.1081080139, other_time: 2.1696205139
epoch time: 8.0790128708s, input_fired_time: 0.1564671099, output_fired_time: 0.0000000000, propagate_forward_time: 7.5460009575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765449524
validation[          , genome  7114] predictions:    9718/  10000 (97.18%), best:    9760/10000 (97.60%), error:       920.17523, best error:       839.40680 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 104.2888259888s, input_fired_time: 1.3675827980, output_fired_time: 1.0301192999, propagate_forward_time: 37.9065055847, propagate_backward_time: 61.8130455017, weight_update_time: 0.1066438332, other_time: 2.1715698242
epoch time: 8.1533946991s, input_fired_time: 0.1572546512, output_fired_time: 0.0000000000, propagate_forward_time: 7.6103777885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857622147
validation[          , genome  7114] predictions:    9743/  10000 (97.43%), best:    9760/10000 (97.60%), error:       857.94995, best error:       839.40680 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 103.7312393188s, input_fired_time: 1.3506917953, output_fired_time: 1.0197910070, propagate_forward_time: 37.6916542053, propagate_backward_time: 61.5371971130, weight_update_time: 0.1063460037, other_time: 2.1319046021
epoch time: 8.0175514221s, input_fired_time: 0.1540175974, output_fired_time: 0.0000000000, propagate_forward_time: 7.4966831207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668508530
validation[          , genome  7114] predictions:    9731/  10000 (97.31%), best:    9760/10000 (97.60%), error:       904.84155, best error:       839.40680 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 103.4410858154s, input_fired_time: 1.3545755148, output_fired_time: 1.0307055712, propagate_forward_time: 37.5643386841, propagate_backward_time: 61.3553848267, weight_update_time: 0.1065447256, other_time: 2.1360778809
epoch time: 8.0216960907s, input_fired_time: 0.1567063183, output_fired_time: 0.0000000000, propagate_forward_time: 7.4941024780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708872795
validation[          , genome  7114] predictions:    9709/  10000 (97.09%), best:    9760/10000 (97.60%), error:       972.77576, best error:       839.40680 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 103.5956649780s, input_fired_time: 1.3581904173, output_fired_time: 1.0173839331, propagate_forward_time: 37.6473464966, propagate_backward_time: 61.4342384338, weight_update_time: 0.1147815436, other_time: 2.1385002136
epoch time: 8.1533632278s, input_fired_time: 0.1609150022, output_fired_time: 0.0000000000, propagate_forward_time: 7.6122837067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801646233
validation[          , genome  7114] predictions:    9736/  10000 (97.36%), best:    9760/10000 (97.60%), error:       858.32159, best error:       839.40680 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 104.7936096191s, input_fired_time: 1.3721539974, output_fired_time: 1.0508229733, propagate_forward_time: 38.0401153564, propagate_backward_time: 62.1098442078, weight_update_time: 0.1077510118, other_time: 2.2206764221
epoch time: 8.1686210632s, input_fired_time: 0.1568530798, output_fired_time: 0.0000000000, propagate_forward_time: 7.6301074028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816609383
validation[          , genome  7114] predictions:    9716/  10000 (97.16%), best:    9760/10000 (97.60%), error:       902.03717, best error:       839.40680 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 104.0918960571s, input_fired_time: 1.3765292168, output_fired_time: 1.0295487642, propagate_forward_time: 37.7810935974, propagate_backward_time: 61.7141685486, weight_update_time: 0.1078845039, other_time: 2.1905593872
epoch time: 8.0763969421s, input_fired_time: 0.1581482291, output_fired_time: 0.0000000000, propagate_forward_time: 7.5429964066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3752522469
validation[          , genome  7114] predictions:    9732/  10000 (97.32%), best:    9760/10000 (97.60%), error:       900.07642, best error:       839.40680 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 104.3162078857s, input_fired_time: 1.3934478760, output_fired_time: 1.0252132416, propagate_forward_time: 37.8669013977, propagate_backward_time: 61.8266105652, weight_update_time: 0.1072950140, other_time: 2.2040290833
epoch time: 8.0565853119s, input_fired_time: 0.1566094905, output_fired_time: 0.0000000000, propagate_forward_time: 7.5177416801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3822340965
validation[          , genome  7114] predictions:    9740/  10000 (97.40%), best:    9760/10000 (97.60%), error:       868.83295, best error:       839.40680 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 104.3640899658s, input_fired_time: 1.3918236494, output_fired_time: 1.0320147276, propagate_forward_time: 37.8689613342, propagate_backward_time: 61.8686561584, weight_update_time: 0.1078048050, other_time: 2.2026329041
epoch time: 7.9654765129s, input_fired_time: 0.1550120413, output_fired_time: 0.0000000000, propagate_forward_time: 7.4374361038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730282784
validation[          , genome  7114] predictions:    9704/  10000 (97.04%), best:    9760/10000 (97.60%), error:       998.73456, best error:       839.40680 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 104.0948181152s, input_fired_time: 1.3894090652, output_fired_time: 1.0307825804, propagate_forward_time: 37.8163261414, propagate_backward_time: 61.6745910645, weight_update_time: 0.1074345484, other_time: 2.1837043762
epoch time: 8.0778093338s, input_fired_time: 0.1595190018, output_fired_time: 0.0000000000, propagate_forward_time: 7.5330686569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852214813
validation[          , genome  7114] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       820.41296, best error:       820.41296 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 103.9888381958s, input_fired_time: 1.4181712866, output_fired_time: 1.0279020071, propagate_forward_time: 37.7239761353, propagate_backward_time: 61.6099128723, weight_update_time: 0.1114114523, other_time: 2.2088737488
epoch time: 8.5680723190s, input_fired_time: 0.2114611119, output_fired_time: 0.0000000000, propagate_forward_time: 7.9757261276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808851242
validation[          , genome  7114] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       797.40088, best error:       797.40088 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 104.1323928833s, input_fired_time: 1.3895276785, output_fired_time: 1.0373181105, propagate_forward_time: 37.7989540100, propagate_backward_time: 61.6791801453, weight_update_time: 0.1096390411, other_time: 2.2274169922
epoch time: 8.0581474304s, input_fired_time: 0.1574995071, output_fired_time: 0.0000000000, propagate_forward_time: 7.5199050903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3807430267
validation[          , genome  7114] predictions:    9730/  10000 (97.30%), best:    9764/10000 (97.64%), error:       887.84637, best error:       797.40088 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 103.9054031372s, input_fired_time: 1.3878171444, output_fired_time: 1.0385749340, propagate_forward_time: 37.7382698059, propagate_backward_time: 61.5624313354, weight_update_time: 0.1069038287, other_time: 2.1783103943
epoch time: 8.1010503769s, input_fired_time: 0.1585385948, output_fired_time: 0.0000000000, propagate_forward_time: 7.5480222702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3944892883
validation[          , genome  7114] predictions:    9750/  10000 (97.50%), best:    9764/10000 (97.64%), error:       815.84772, best error:       797.40088 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 103.9466018677s, input_fired_time: 1.3789794445, output_fired_time: 1.0240890980, propagate_forward_time: 37.7392272949, propagate_backward_time: 61.6114883423, weight_update_time: 0.1090460345, other_time: 2.1928176880
epoch time: 7.9976744652s, input_fired_time: 0.1571061015, output_fired_time: 0.0000000000, propagate_forward_time: 7.4718055725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687629700
validation[          , genome  7114] predictions:    9681/  10000 (96.81%), best:    9764/10000 (97.64%), error:      1012.54523, best error:       797.40088 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 103.9941406250s, input_fired_time: 1.3894022703, output_fired_time: 1.0331720114, propagate_forward_time: 37.7667884827, propagate_backward_time: 61.6050720215, weight_update_time: 0.1078722328, other_time: 2.1997032166
epoch time: 8.0772285461s, input_fired_time: 0.1579451859, output_fired_time: 0.0000000000, propagate_forward_time: 7.5420751572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772082329
validation[          , genome  7114] predictions:    9725/  10000 (97.25%), best:    9764/10000 (97.64%), error:       908.38245, best error:       797.40088 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 104.4661254883s, input_fired_time: 1.3874448538, output_fired_time: 1.0709780455, propagate_forward_time: 37.8535766602, propagate_backward_time: 61.9695281982, weight_update_time: 0.1104668826, other_time: 2.1846008301
epoch time: 8.1829233170s, input_fired_time: 0.1640531123, output_fired_time: 0.0000000000, propagate_forward_time: 7.6360940933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827762604
validation[          , genome  7114] predictions:    9755/  10000 (97.55%), best:    9764/10000 (97.64%), error:       823.00159, best error:       797.40088 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 103.9385757446s, input_fired_time: 1.3940554857, output_fired_time: 1.0346775055, propagate_forward_time: 37.7451972961, propagate_backward_time: 61.5484161377, weight_update_time: 0.1081075370, other_time: 2.2162284851
epoch time: 8.2300281525s, input_fired_time: 0.1656291932, output_fired_time: 0.0000000000, propagate_forward_time: 7.6811280251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832707405
validation[          , genome  7114] predictions:    9735/  10000 (97.35%), best:    9764/10000 (97.64%), error:       877.15674, best error:       797.40088 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 103.9552764893s, input_fired_time: 1.3869637251, output_fired_time: 1.0320098400, propagate_forward_time: 37.6803512573, propagate_backward_time: 61.6641998291, weight_update_time: 0.1086495221, other_time: 2.1917495728
epoch time: 8.1271800995s, input_fired_time: 0.1576221883, output_fired_time: 0.0000000000, propagate_forward_time: 7.5823760033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871817589
validation[          , genome  7114] predictions:    9737/  10000 (97.37%), best:    9764/10000 (97.64%), error:       860.58392, best error:       797.40088 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 104.1447830200s, input_fired_time: 1.3751931190, output_fired_time: 1.0349482298, propagate_forward_time: 37.9084014893, propagate_backward_time: 61.6380653381, weight_update_time: 0.1095044911, other_time: 2.1881752014
epoch time: 8.1578884125s, input_fired_time: 0.1601749808, output_fired_time: 0.0000000000, propagate_forward_time: 7.6149435043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827700615
validation[          , genome  7114] predictions:    9757/  10000 (97.57%), best:    9764/10000 (97.64%), error:       812.63062, best error:       797.40088 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 104.5880966187s, input_fired_time: 1.4110051394, output_fired_time: 1.0372500420, propagate_forward_time: 38.0232391357, propagate_backward_time: 61.9128684998, weight_update_time: 0.1074490175, other_time: 2.2037391663
epoch time: 8.1749315262s, input_fired_time: 0.1649913937, output_fired_time: 0.0000000000, propagate_forward_time: 7.6237072945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3862328529
validation[          , genome  7114] predictions:    9755/  10000 (97.55%), best:    9764/10000 (97.64%), error:       827.95819, best error:       797.40088 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 104.4323883057s, input_fired_time: 1.3871158361, output_fired_time: 1.0321005583, propagate_forward_time: 37.9577407837, propagate_backward_time: 61.8606643677, weight_update_time: 0.1070720330, other_time: 2.1947708130
epoch time: 8.0873575211s, input_fired_time: 0.1597586125, output_fired_time: 0.0000000000, propagate_forward_time: 7.5505723953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770265579
validation[          , genome  7114] predictions:    9743/  10000 (97.43%), best:    9764/10000 (97.64%), error:       831.78735, best error:       797.40088 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 104.4458541870s, input_fired_time: 1.3887685537, output_fired_time: 1.0427532196, propagate_forward_time: 37.9383659363, propagate_backward_time: 61.8647956848, weight_update_time: 0.1080524325, other_time: 2.2111625671
epoch time: 8.1147041321s, input_fired_time: 0.1587904990, output_fired_time: 0.0000000000, propagate_forward_time: 7.5661740303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3897395134
validation[          , genome  7114] predictions:    9718/  10000 (97.18%), best:    9764/10000 (97.64%), error:       933.77509, best error:       797.40088 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 103.7861099243s, input_fired_time: 1.3946008682, output_fired_time: 1.0319303274, propagate_forward_time: 37.6535720825, propagate_backward_time: 61.5237731934, weight_update_time: 0.1073730439, other_time: 2.1822357178
epoch time: 8.0968389511s, input_fired_time: 0.1595892906, output_fired_time: 0.0000000000, propagate_forward_time: 7.5591087341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3781409264
validation[          , genome  7114] predictions:    9765/  10000 (97.65%), best:    9764/10000 (97.64%), error:       798.53400, best error:       797.40088 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 103.9673080444s, input_fired_time: 1.4030797482, output_fired_time: 1.0281059742, propagate_forward_time: 37.7516212463, propagate_backward_time: 61.5927200317, weight_update_time: 0.1068896130, other_time: 2.1917839050
epoch time: 8.1745576859s, input_fired_time: 0.1615954936, output_fired_time: 0.0000000000, propagate_forward_time: 7.6339035034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3790588379
validation[          , genome  7114] predictions:    9741/  10000 (97.41%), best:    9764/10000 (97.64%), error:       906.56421, best error:       797.40088 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 103.9611968994s, input_fired_time: 1.3843826056, output_fired_time: 1.0374017954, propagate_forward_time: 37.7088737488, propagate_backward_time: 61.6208534241, weight_update_time: 0.1083078235, other_time: 2.2096862793
epoch time: 8.0701837540s, input_fired_time: 0.1615287662, output_fired_time: 0.0000000000, propagate_forward_time: 7.5235676765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3850874901
validation[          , genome  7114] predictions:    9746/  10000 (97.46%), best:    9764/10000 (97.64%), error:       840.46246, best error:       797.40088 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 104.0759963989s, input_fired_time: 1.4044406414, output_fired_time: 1.0382190943, propagate_forward_time: 37.7460556030, propagate_backward_time: 61.6919288635, weight_update_time: 0.1137204170, other_time: 2.1953544617
epoch time: 8.1048107147s, input_fired_time: 0.1694895774, output_fired_time: 0.0000000000, propagate_forward_time: 7.5594992638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758220673
validation[          , genome  7114] predictions:    9727/  10000 (97.27%), best:    9764/10000 (97.64%), error:       896.50604, best error:       797.40088 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 104.4491348267s, input_fired_time: 1.3959101439, output_fired_time: 1.0285328627, propagate_forward_time: 37.9069595337, propagate_backward_time: 61.9378852844, weight_update_time: 0.1100337356, other_time: 2.1798439026
epoch time: 8.0832452774s, input_fired_time: 0.1585571021, output_fired_time: 0.0000000000, propagate_forward_time: 7.5482153893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3764729500
validation[          , genome  7114] predictions:    9750/  10000 (97.50%), best:    9764/10000 (97.64%), error:       863.68933, best error:       797.40088 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 104.3044891357s, input_fired_time: 1.3927142620, output_fired_time: 1.0468021631, propagate_forward_time: 37.8686523438, propagate_backward_time: 61.8055419922, weight_update_time: 0.1084224358, other_time: 2.1907806396
epoch time: 8.1445026398s, input_fired_time: 0.1613653898, output_fired_time: 0.0000000000, propagate_forward_time: 7.6070551872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760819435
validation[          , genome  7114] predictions:    9726/  10000 (97.26%), best:    9764/10000 (97.64%), error:       882.52905, best error:       797.40088 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 104.9407119751s, input_fired_time: 1.4005078077, output_fired_time: 1.0370258093, propagate_forward_time: 38.1117095947, propagate_backward_time: 62.1758613586, weight_update_time: 0.1088602394, other_time: 2.2156105042
epoch time: 8.0716457367s, input_fired_time: 0.1635815352, output_fired_time: 0.0000000000, propagate_forward_time: 7.5329380035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751263618
validation[          , genome  7114] predictions:    9750/  10000 (97.50%), best:    9764/10000 (97.64%), error:       823.42999, best error:       797.40088 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 104.2821655273s, input_fired_time: 1.4098470211, output_fired_time: 1.0306214094, propagate_forward_time: 37.8333396912, propagate_backward_time: 61.8235931396, weight_update_time: 0.1095280796, other_time: 2.1847686768
epoch time: 8.0504255295s, input_fired_time: 0.1587790847, output_fired_time: 0.0000000000, propagate_forward_time: 7.5219039917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697423935
validation[          , genome  7114] predictions:    9724/  10000 (97.24%), best:    9764/10000 (97.64%), error:       905.54388, best error:       797.40088 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 104.5097198486s, input_fired_time: 1.4013873339, output_fired_time: 1.0326904058, propagate_forward_time: 37.9399757385, propagate_backward_time: 61.9660415649, weight_update_time: 0.1071634218, other_time: 2.1696243286
epoch time: 8.0926637650s, input_fired_time: 0.1608476639, output_fired_time: 0.0000000000, propagate_forward_time: 7.5543947220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774213791
validation[          , genome  7114] predictions:    9756/  10000 (97.56%), best:    9764/10000 (97.64%), error:       805.94513, best error:       797.40088 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 104.7364654541s, input_fired_time: 1.4009114504, output_fired_time: 1.1039720774, propagate_forward_time: 37.9613380432, propagate_backward_time: 62.0536460876, weight_update_time: 0.1074191108, other_time: 2.2166023254
epoch time: 8.1053581238s, input_fired_time: 0.1622497886, output_fired_time: 0.0000000000, propagate_forward_time: 7.5603151321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827934265
validation[          , genome  7114] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       770.44086, best error:       770.44086 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 104.8559341431s, input_fired_time: 1.4138303995, output_fired_time: 1.0300954580, propagate_forward_time: 38.0968589783, propagate_backward_time: 62.0940055847, weight_update_time: 0.1095404103, other_time: 2.2211341858
epoch time: 8.2660121918s, input_fired_time: 0.1646585912, output_fired_time: 0.0000000000, propagate_forward_time: 7.7148547173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864989281
validation[          , genome  7114] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       836.02515, best error:       770.44086 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 104.4516525269s, input_fired_time: 1.4093937874, output_fired_time: 1.0376919508, propagate_forward_time: 37.9299049377, propagate_backward_time: 61.8758201599, weight_update_time: 0.1085959300, other_time: 2.1988410950
epoch time: 8.0507164001s, input_fired_time: 0.1710813046, output_fired_time: 0.0000000000, propagate_forward_time: 7.4939813614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856534958
validation[          , genome  7114] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       793.88074, best error:       770.44086 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 104.3296432495s, input_fired_time: 1.4389243126, output_fired_time: 1.0432026386, propagate_forward_time: 37.8342742920, propagate_backward_time: 61.8055419922, weight_update_time: 0.1085438430, other_time: 2.2076950073
epoch time: 8.1150150299s, input_fired_time: 0.1614657044, output_fired_time: 0.0000000000, propagate_forward_time: 7.5703310966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832182884
validation[          , genome  7114] predictions:    9710/  10000 (97.10%), best:    9770/10000 (97.70%), error:       957.40411, best error:       770.44086 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 103.9271392822s, input_fired_time: 1.3872531652, output_fired_time: 1.0311361551, propagate_forward_time: 37.7835960388, propagate_backward_time: 61.5461463928, weight_update_time: 0.1068805382, other_time: 2.1790084839
epoch time: 8.0994606018s, input_fired_time: 0.1613396853, output_fired_time: 0.0000000000, propagate_forward_time: 7.5582818985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3798389435
validation[          , genome  7114] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       789.29193, best error:       770.44086 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 104.7132186890s, input_fired_time: 1.4084531069, output_fired_time: 1.0354894400, propagate_forward_time: 37.8741989136, propagate_backward_time: 62.1921157837, weight_update_time: 0.1067843586, other_time: 2.2029571533
epoch time: 8.0588436127s, input_fired_time: 0.1622496247, output_fired_time: 0.0000000000, propagate_forward_time: 7.5161070824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3804869652
validation[          , genome  7114] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       795.04248, best error:       770.44086 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 104.0115051270s, input_fired_time: 1.4147940874, output_fired_time: 1.0264524221, propagate_forward_time: 37.7951965332, propagate_backward_time: 61.5731887817, weight_update_time: 0.1090194210, other_time: 2.2018737793
epoch time: 8.1438703537s, input_fired_time: 0.1628472060, output_fired_time: 0.0000000000, propagate_forward_time: 7.5868682861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941550255
validation[          , genome  7114] predictions:    9759/  10000 (97.59%), best:    9770/10000 (97.70%), error:       792.62958, best error:       770.44086 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 105.0477066040s, input_fired_time: 1.4075951576, output_fired_time: 1.0478788614, propagate_forward_time: 38.2170715332, propagate_backward_time: 62.1894874573, weight_update_time: 0.1078771278, other_time: 2.1856727600
epoch time: 8.0984134674s, input_fired_time: 0.1605599821, output_fired_time: 0.0000000000, propagate_forward_time: 7.5580353737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3798179626
validation[          , genome  7114] predictions:    9765/  10000 (97.65%), best:    9770/10000 (97.70%), error:       814.94470, best error:       770.44086 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 104.1339797974s, input_fired_time: 1.3983039856, output_fired_time: 1.0553054810, propagate_forward_time: 37.7925643921, propagate_backward_time: 61.6820983887, weight_update_time: 0.1137474626, other_time: 2.2057037354
epoch time: 8.1271877289s, input_fired_time: 0.1611433029, output_fired_time: 0.0000000000, propagate_forward_time: 7.5869789124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3790655136
validation[          , genome  7114] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       760.77924, best error:       760.77924 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 104.5779190063s, input_fired_time: 1.4223587513, output_fired_time: 1.0340014696, propagate_forward_time: 37.9811592102, propagate_backward_time: 61.9339332581, weight_update_time: 0.1087839156, other_time: 2.2064628601
epoch time: 8.0622425079s, input_fired_time: 0.1618567109, output_fired_time: 0.0000000000, propagate_forward_time: 7.5216484070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787374496
validation[          , genome  7114] predictions:    9704/  10000 (97.04%), best:    9777/10000 (97.77%), error:       977.53784, best error:       760.77924 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 104.3184738159s, input_fired_time: 1.4023720026, output_fired_time: 1.0264112949, propagate_forward_time: 38.0718460083, propagate_backward_time: 61.6467933655, weight_update_time: 0.1083707437, other_time: 2.1710472107
epoch time: 8.0896854401s, input_fired_time: 0.1630383134, output_fired_time: 0.0000000000, propagate_forward_time: 7.5539550781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726921082
validation[          , genome  7114] predictions:    9737/  10000 (97.37%), best:    9777/10000 (97.77%), error:       885.14313, best error:       760.77924 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 104.1431427002s, input_fired_time: 1.4037531614, output_fired_time: 1.0279901028, propagate_forward_time: 37.7358856201, propagate_backward_time: 61.7953033447, weight_update_time: 0.1085077599, other_time: 2.1802062988
epoch time: 8.0395059586s, input_fired_time: 0.1624472141, output_fired_time: 0.0000000000, propagate_forward_time: 7.5040030479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730559349
validation[          , genome  7114] predictions:    9757/  10000 (97.57%), best:    9777/10000 (97.77%), error:       797.74487, best error:       760.77924 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 103.7215499878s, input_fired_time: 1.3794791698, output_fired_time: 1.0480909348, propagate_forward_time: 37.6995887756, propagate_backward_time: 61.4462966919, weight_update_time: 0.1085179895, other_time: 2.1480979919
epoch time: 8.0806627274s, input_fired_time: 0.1618970931, output_fired_time: 0.0000000000, propagate_forward_time: 7.5474734306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3712921143
validation[          , genome  7114] predictions:    9747/  10000 (97.47%), best:    9777/10000 (97.77%), error:       867.70160, best error:       760.77924 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 103.9454574585s, input_fired_time: 1.3787145615, output_fired_time: 1.0237761736, propagate_forward_time: 37.7663726807, propagate_backward_time: 61.6471290588, weight_update_time: 0.1066639945, other_time: 2.1294670105
epoch time: 8.1540670395s, input_fired_time: 0.1631890088, output_fired_time: 0.0000000000, propagate_forward_time: 7.6162319183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746461868
validation[          , genome  7114] predictions:    9749/  10000 (97.49%), best:    9777/10000 (97.77%), error:       804.43683, best error:       760.77924 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 103.7950210571s, input_fired_time: 1.3832168579, output_fired_time: 1.0263427496, propagate_forward_time: 37.7255897522, propagate_backward_time: 61.5053215027, weight_update_time: 0.1054452807, other_time: 2.1545486450
epoch time: 8.0259485245s, input_fired_time: 0.1593542248, output_fired_time: 0.0000000000, propagate_forward_time: 7.5034022331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3631920815
validation[          , genome  7114] predictions:    9762/  10000 (97.62%), best:    9777/10000 (97.77%), error:       812.29285, best error:       760.77924 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 104.0939025879s, input_fired_time: 1.4066317081, output_fired_time: 1.0227864981, propagate_forward_time: 37.8787879944, propagate_backward_time: 61.6419982910, weight_update_time: 0.1067332849, other_time: 2.1436958313
epoch time: 8.0978116989s, input_fired_time: 0.1646336466, output_fired_time: 0.0000000000, propagate_forward_time: 7.5606465340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3725314140
validation[          , genome  7114] predictions:    9763/  10000 (97.63%), best:    9777/10000 (97.77%), error:       789.58337, best error:       760.77924 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 104.2083358765s, input_fired_time: 1.3959535360, output_fired_time: 1.0407524109, propagate_forward_time: 37.8972930908, propagate_backward_time: 61.7188644409, weight_update_time: 0.1068003476, other_time: 2.1554794312
epoch time: 8.1283760071s, input_fired_time: 0.1633325964, output_fired_time: 0.0000000000, propagate_forward_time: 7.5918440819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731994629
validation[          , genome  7114] predictions:    9744/  10000 (97.44%), best:    9777/10000 (97.77%), error:       841.83185, best error:       760.77924 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 104.1150665283s, input_fired_time: 1.3830629587, output_fired_time: 1.0289568901, propagate_forward_time: 37.8018150330, propagate_backward_time: 61.7240524292, weight_update_time: 0.1131818891, other_time: 2.1771812439
epoch time: 8.1667804718s, input_fired_time: 0.1631645858, output_fired_time: 0.0000000000, propagate_forward_time: 7.6231384277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3804779053
validation[          , genome  7114] predictions:    9745/  10000 (97.45%), best:    9777/10000 (97.77%), error:       839.85779, best error:       760.77924 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 103.7352981567s, input_fired_time: 1.3805454969, output_fired_time: 1.0206378698, propagate_forward_time: 37.7235870361, propagate_backward_time: 61.4657363892, weight_update_time: 0.1087319925, other_time: 2.1447906494
epoch time: 8.0377864838s, input_fired_time: 0.1625314504, output_fired_time: 0.0000000000, propagate_forward_time: 7.5007262230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745288849
validation[          , genome  7114] predictions:    9759/  10000 (97.59%), best:    9777/10000 (97.77%), error:       813.85083, best error:       760.77924 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 103.8137512207s, input_fired_time: 1.3911979198, output_fired_time: 1.0250172615, propagate_forward_time: 37.7193870544, propagate_backward_time: 61.5254402161, weight_update_time: 0.1065996066, other_time: 2.1527099609
epoch time: 8.1405191422s, input_fired_time: 0.1636081338, output_fired_time: 0.0000000000, propagate_forward_time: 7.6012778282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756332397
validation[          , genome  7114] predictions:    9765/  10000 (97.65%), best:    9777/10000 (97.77%), error:       776.88330, best error:       760.77924 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 103.6757278442s, input_fired_time: 1.3796787262, output_fired_time: 1.0214505196, propagate_forward_time: 37.6560287476, propagate_backward_time: 61.4676856995, weight_update_time: 0.1073601022, other_time: 2.1508827209
epoch time: 8.0371761322s, input_fired_time: 0.1623644829, output_fired_time: 0.0000000000, propagate_forward_time: 7.5107011795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3641104698
validation[          , genome  7114] predictions:    9758/  10000 (97.58%), best:    9777/10000 (97.77%), error:       804.84247, best error:       760.77924 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 104.4617462158s, input_fired_time: 1.3811401129, output_fired_time: 1.0249058008, propagate_forward_time: 37.7489738464, propagate_backward_time: 62.1249198914, weight_update_time: 0.1077685654, other_time: 2.1818122864
epoch time: 8.1108341217s, input_fired_time: 0.1682343036, output_fired_time: 0.0000000000, propagate_forward_time: 7.5629000664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3796997070
validation[          , genome  7114] predictions:    9757/  10000 (97.57%), best:    9777/10000 (97.77%), error:       824.89008, best error:       760.77924 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 104.0787124634s, input_fired_time: 1.3944947720, output_fired_time: 1.0334197283, propagate_forward_time: 37.7598266602, propagate_backward_time: 61.7746620178, weight_update_time: 0.1058236286, other_time: 2.1163139343
epoch time: 8.0756521225s, input_fired_time: 0.1636034846, output_fired_time: 0.0000000000, propagate_forward_time: 7.5365781784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754706383
validation[          , genome  7114] predictions:    9731/  10000 (97.31%), best:    9777/10000 (97.77%), error:       847.30499, best error:       760.77924 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 103.2784576416s, input_fired_time: 1.3888796568, output_fired_time: 1.0155988932, propagate_forward_time: 37.5252151489, propagate_backward_time: 61.1956100464, weight_update_time: 0.1058265120, other_time: 2.1531524658
epoch time: 8.0442295074s, input_fired_time: 0.1617838740, output_fired_time: 0.0000000000, propagate_forward_time: 7.5231018066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593440056
validation[          , genome  7114] predictions:    9763/  10000 (97.63%), best:    9777/10000 (97.77%), error:       772.78864, best error:       760.77924 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 104.1734848022s, input_fired_time: 1.3826135397, output_fired_time: 1.0201654434, propagate_forward_time: 37.8581466675, propagate_backward_time: 61.7486114502, weight_update_time: 0.1069686264, other_time: 2.1639480591
epoch time: 8.0395727158s, input_fired_time: 0.1621094197, output_fired_time: 0.0000000000, propagate_forward_time: 7.5079846382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694787025
validation[          , genome  7114] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       752.11133, best error:       752.11133 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 103.9637832642s, input_fired_time: 1.3890020847, output_fired_time: 1.0383433104, propagate_forward_time: 37.7313575745, propagate_backward_time: 61.6585578918, weight_update_time: 0.1058274955, other_time: 2.1465225220
epoch time: 7.9938035011s, input_fired_time: 0.1623957902, output_fired_time: 0.0000000000, propagate_forward_time: 7.4721059799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593015671
validation[          , genome  7114] predictions:    9729/  10000 (97.29%), best:    9762/10000 (97.62%), error:       896.39630, best error:       752.11133 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 103.7258453369s, input_fired_time: 1.3956596851, output_fired_time: 1.0184093714, propagate_forward_time: 37.6763305664, propagate_backward_time: 61.4983825684, weight_update_time: 0.1075585261, other_time: 2.1370620728
epoch time: 8.0858182907s, input_fired_time: 0.1687071919, output_fired_time: 0.0000000000, propagate_forward_time: 7.5356354713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814754486
validation[          , genome  7114] predictions:    9736/  10000 (97.36%), best:    9762/10000 (97.62%), error:       863.86621, best error:       752.11133 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 103.5675277710s, input_fired_time: 1.3909204006, output_fired_time: 1.0202051401, propagate_forward_time: 37.6126136780, propagate_backward_time: 61.3950271606, weight_update_time: 0.1057868823, other_time: 2.1487617493
epoch time: 8.0794820786s, input_fired_time: 0.1672827899, output_fired_time: 0.0000000000, propagate_forward_time: 7.5484266281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637728691
validation[          , genome  7114] predictions:    9686/  10000 (96.86%), best:    9762/10000 (97.62%), error:      1032.92078, best error:       752.11133 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 103.8967437744s, input_fired_time: 1.3972804546, output_fired_time: 1.0316689014, propagate_forward_time: 37.7250518799, propagate_backward_time: 61.5936813354, weight_update_time: 0.1062066108, other_time: 2.1490631104
epoch time: 8.1040124893s, input_fired_time: 0.1642908007, output_fired_time: 0.0000000000, propagate_forward_time: 7.5722436905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674778938
validation[          , genome  7114] predictions:    9759/  10000 (97.59%), best:    9762/10000 (97.62%), error:       830.91455, best error:       752.11133 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 104.0367126465s, input_fired_time: 1.4076715708, output_fired_time: 1.0386874676, propagate_forward_time: 37.7423324585, propagate_backward_time: 61.7001304626, weight_update_time: 0.1131652594, other_time: 2.1478919983
epoch time: 8.2217960358s, input_fired_time: 0.1723472625, output_fired_time: 0.0000000000, propagate_forward_time: 7.6716790199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777699471
validation[          , genome  7114] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       741.84662, best error:       741.84662 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 103.9980087280s, input_fired_time: 1.3998283148, output_fired_time: 1.0237388611, propagate_forward_time: 37.7322502136, propagate_backward_time: 61.6754188538, weight_update_time: 0.1064936146, other_time: 2.1667785645
epoch time: 8.0464086533s, input_fired_time: 0.1644278765, output_fired_time: 0.0000000000, propagate_forward_time: 7.5079045296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3740763664
validation[          , genome  7114] predictions:    9773/  10000 (97.73%), best:    9768/10000 (97.68%), error:       771.96478, best error:       741.84662 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 103.6214141846s, input_fired_time: 1.3818219900, output_fired_time: 1.0380014181, propagate_forward_time: 37.6580276489, propagate_backward_time: 61.4098777771, weight_update_time: 0.1064879000, other_time: 2.1336860657
epoch time: 8.0732269287s, input_fired_time: 0.1655307561, output_fired_time: 0.0000000000, propagate_forward_time: 7.5262737274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814225197
validation[          , genome  7114] predictions:    9766/  10000 (97.66%), best:    9768/10000 (97.68%), error:       768.49359, best error:       741.84662 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 104.6670837402s, input_fired_time: 1.4066693783, output_fired_time: 1.0271275043, propagate_forward_time: 38.1616249084, propagate_backward_time: 61.9079589844, weight_update_time: 0.1066889018, other_time: 2.1636962891
epoch time: 8.1237354279s, input_fired_time: 0.1656952798, output_fired_time: 0.0000000000, propagate_forward_time: 7.5809130669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3771271706
validation[          , genome  7114] predictions:    9749/  10000 (97.49%), best:    9768/10000 (97.68%), error:       864.04810, best error:       741.84662 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 104.0317764282s, input_fired_time: 1.4111566544, output_fired_time: 1.0238494873, propagate_forward_time: 37.8054618835, propagate_backward_time: 61.6519966125, weight_update_time: 0.1066243201, other_time: 2.1393127441
epoch time: 7.9689993858s, input_fired_time: 0.1623633802, output_fired_time: 0.0000000000, propagate_forward_time: 7.4435567856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630790710
validation[          , genome  7114] predictions:    9755/  10000 (97.55%), best:    9768/10000 (97.68%), error:       825.33832, best error:       741.84662 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 103.4559402466s, input_fired_time: 1.3948438168, output_fired_time: 1.0236710310, propagate_forward_time: 37.5506286621, propagate_backward_time: 61.3457794189, weight_update_time: 0.1064584032, other_time: 2.1410140991
epoch time: 7.9945516586s, input_fired_time: 0.1647817940, output_fired_time: 0.0000000000, propagate_forward_time: 7.4682741165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614959717
validation[          , genome  7114] predictions:    9763/  10000 (97.63%), best:    9768/10000 (97.68%), error:       782.71460, best error:       741.84662 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 103.8402175903s, input_fired_time: 1.3869960308, output_fired_time: 1.0318858624, propagate_forward_time: 37.7102203369, propagate_backward_time: 61.5487899780, weight_update_time: 0.1073798984, other_time: 2.1623306274
epoch time: 8.1486997604s, input_fired_time: 0.1649453640, output_fired_time: 0.0000000000, propagate_forward_time: 7.6086168289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751373291
validation[          , genome  7114] predictions:    9761/  10000 (97.61%), best:    9768/10000 (97.68%), error:       816.90387, best error:       741.84662 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 104.1403961182s, input_fired_time: 1.4007842541, output_fired_time: 1.0395150185, propagate_forward_time: 37.8425292969, propagate_backward_time: 61.7091064453, weight_update_time: 0.1084716097, other_time: 2.1484603882
epoch time: 8.1095647812s, input_fired_time: 0.1640845686, output_fired_time: 0.0000000000, propagate_forward_time: 7.5798721313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656082153
validation[          , genome  7114] predictions:    9743/  10000 (97.43%), best:    9768/10000 (97.68%), error:       829.13879, best error:       741.84662 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 104.4563217163s, input_fired_time: 1.3936916590, output_fired_time: 1.0235168934, propagate_forward_time: 37.7454414368, propagate_backward_time: 62.1603317261, weight_update_time: 0.1064162850, other_time: 2.1333389282
epoch time: 8.1171522141s, input_fired_time: 0.1658748090, output_fired_time: 0.0000000000, propagate_forward_time: 7.5821242332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3691530228
validation[          , genome  7114] predictions:    9742/  10000 (97.42%), best:    9768/10000 (97.68%), error:       836.46771, best error:       741.84662 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 104.0203781128s, input_fired_time: 1.4163155556, output_fired_time: 1.0277779102, propagate_forward_time: 37.8033485413, propagate_backward_time: 61.6235733032, weight_update_time: 0.1061312184, other_time: 2.1493644714
epoch time: 8.0611343384s, input_fired_time: 0.1649888009, output_fired_time: 0.0000000000, propagate_forward_time: 7.5310149193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651304245
validation[          , genome  7114] predictions:    9744/  10000 (97.44%), best:    9768/10000 (97.68%), error:       851.30750, best error:       741.84662 on epoch:    91, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 40.2397880554s, input_fired_time: 0.8235239387, output_fired_time: 0.0000000000, propagate_forward_time: 37.5195007324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8967628479
best training[          , genome  7114] predictions:   49694/  50000 (99.39%), best:    9768/10000 (97.68%), error:      1432.94519, best error:       741.84662 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 8.1979475021s, input_fired_time: 0.1662109047, output_fired_time: 0.0000000000, propagate_forward_time: 7.6562433243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754930496
   testing[          , genome  7114] predictions:    9789/  10000 (97.89%), best:    9768/10000 (97.68%), error:       737.88922, best error:       741.84662 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:53:09 (3612): called boinc_finish(0)

</stderr_txt>
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