Nameexact_genome_1512568488_43_5925_0
Workunit2600951
Created7 Dec 2017, 17:10:06 UTC
Sent7 Dec 2017, 17:15:03 UTC
Report deadline14 Dec 2017, 1:24:51 UTC
Received8 Dec 2017, 13:50:05 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time3 hours 23 min 29 sec
CPU time3 hours 23 min 16 sec
Validate stateValid
Credit1,585.04
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.58 MB
Peak swap size152.66 MB
Peak disk usage1.26 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
66710

epoch time: 111.1027297974s, input_fired_time: 0.7780966759, output_fired_time: 0.5677428246, propagate_forward_time: 45.6051330566, propagate_backward_time: 61.7044906616, weight_update_time: 0.1367151886, other_time: 2.4472656250
epoch time: 9.7112360001s, input_fired_time: 0.0899187028, output_fired_time: 0.0000000000, propagate_forward_time: 9.1868381500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4344787598
validation[          , genome  5925] predictions:    9623/  10000 (96.23%), best:    9670/10000 (96.70%), error:      1332.77637, best error:      1145.57361 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 111.7094955444s, input_fired_time: 0.7863744497, output_fired_time: 0.5728628039, propagate_forward_time: 45.8460197449, propagate_backward_time: 62.0425453186, weight_update_time: 0.1370251179, other_time: 2.4616966248
epoch time: 9.6934642792s, input_fired_time: 0.0899664015, output_fired_time: 0.0000000000, propagate_forward_time: 9.1691179276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343795776
validation[          , genome  5925] predictions:    9669/  10000 (96.69%), best:    9669/10000 (96.69%), error:      1136.43604, best error:      1136.43604 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 111.3589172363s, input_fired_time: 0.7843481302, output_fired_time: 0.5747825503, propagate_forward_time: 45.6581459045, propagate_backward_time: 61.8864898682, weight_update_time: 0.1363824308, other_time: 2.4551544189
epoch time: 9.6658344269s, input_fired_time: 0.0897128955, output_fired_time: 0.0000000000, propagate_forward_time: 9.1428461075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332752228
validation[          , genome  5925] predictions:    9636/  10000 (96.36%), best:    9669/10000 (96.69%), error:      1236.60120, best error:      1136.43604 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 111.3182830811s, input_fired_time: 0.7846014500, output_fired_time: 0.5743017197, propagate_forward_time: 45.6571311951, propagate_backward_time: 61.8456611633, weight_update_time: 0.1359800994, other_time: 2.4565849304
epoch time: 9.6672849655s, input_fired_time: 0.0897154510, output_fired_time: 0.0000000000, propagate_forward_time: 9.1384201050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391498566
validation[          , genome  5925] predictions:    9678/  10000 (96.78%), best:    9678/10000 (96.78%), error:      1092.18958, best error:      1092.18958 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 111.5702285767s, input_fired_time: 0.7834136486, output_fired_time: 0.5757005215, propagate_forward_time: 45.7751312256, propagate_backward_time: 61.9592475891, weight_update_time: 0.1375445276, other_time: 2.4767341614
epoch time: 9.0001955032s, input_fired_time: 0.0854905546, output_fired_time: 0.0000000000, propagate_forward_time: 8.4957513809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189538956
validation[          , genome  5925] predictions:    9626/  10000 (96.26%), best:    9678/10000 (96.78%), error:      1202.84302, best error:      1092.18958 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 109.2290267944s, input_fired_time: 0.7752391100, output_fired_time: 0.5641627908, propagate_forward_time: 44.8488235474, propagate_backward_time: 60.5845336914, weight_update_time: 0.1360982060, other_time: 2.4562683105
epoch time: 9.6911239624s, input_fired_time: 0.0898831412, output_fired_time: 0.0000000000, propagate_forward_time: 9.1677722931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334688187
validation[          , genome  5925] predictions:    9652/  10000 (96.52%), best:    9678/10000 (96.78%), error:      1135.01392, best error:      1092.18958 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 110.5892257690s, input_fired_time: 0.7819280624, output_fired_time: 0.5684175491, propagate_forward_time: 45.3732986450, propagate_backward_time: 61.3896217346, weight_update_time: 0.1363481432, other_time: 2.4759559631
epoch time: 9.6883068085s, input_fired_time: 0.0902366936, output_fired_time: 0.0000000000, propagate_forward_time: 9.1592597961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4388103485
validation[          , genome  5925] predictions:    9666/  10000 (96.66%), best:    9678/10000 (96.78%), error:      1106.53125, best error:      1092.18958 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 110.8620681763s, input_fired_time: 0.7856101990, output_fired_time: 0.5725172758, propagate_forward_time: 45.4543190002, propagate_backward_time: 61.5551490784, weight_update_time: 0.1360228509, other_time: 2.4944725037
epoch time: 9.4958286285s, input_fired_time: 0.0887283012, output_fired_time: 0.0000000000, propagate_forward_time: 8.9757890701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313116074
validation[          , genome  5925] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:      1048.06287, best error:      1048.06287 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 111.7799377441s, input_fired_time: 0.7900182605, output_fired_time: 0.5758320093, propagate_forward_time: 45.8279266357, propagate_backward_time: 62.0651359558, weight_update_time: 0.1397282779, other_time: 2.5210304260
epoch time: 9.1445636749s, input_fired_time: 0.0895971432, output_fired_time: 0.0000000000, propagate_forward_time: 8.6243906021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4305763245
validation[          , genome  5925] predictions:    9651/  10000 (96.51%), best:    9683/10000 (96.83%), error:      1161.83264, best error:      1048.06287 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 112.4971771240s, input_fired_time: 0.7975410223, output_fired_time: 0.5825179815, propagate_forward_time: 46.1222229004, propagate_backward_time: 62.4442367554, weight_update_time: 0.1395412683, other_time: 2.5506591797
epoch time: 9.7475547791s, input_fired_time: 0.0914907902, output_fired_time: 0.0000000000, propagate_forward_time: 9.2136631012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4424009323
validation[          , genome  5925] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1020.92401, best error:      1020.92401 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 111.8359527588s, input_fired_time: 0.7840657830, output_fired_time: 0.5702564716, propagate_forward_time: 45.9041519165, propagate_backward_time: 62.0690040588, weight_update_time: 0.1381313205, other_time: 2.5084724426
epoch time: 9.6941843033s, input_fired_time: 0.0905588344, output_fired_time: 0.0000000000, propagate_forward_time: 9.1667146683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4369106293
validation[          , genome  5925] predictions:    9637/  10000 (96.37%), best:    9685/10000 (96.85%), error:      1251.07971, best error:      1020.92401 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 111.3501129150s, input_fired_time: 0.7867730260, output_fired_time: 0.5726143718, propagate_forward_time: 45.6958084106, propagate_backward_time: 61.8074798584, weight_update_time: 0.1379397064, other_time: 2.4874343872
epoch time: 9.6701745987s, input_fired_time: 0.0898737609, output_fired_time: 0.0000000000, propagate_forward_time: 9.1441774368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361238480
validation[          , genome  5925] predictions:    9695/  10000 (96.95%), best:    9695/10000 (96.95%), error:       999.24744, best error:       999.24744 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 111.1526870728s, input_fired_time: 0.7869942188, output_fired_time: 0.5715911388, propagate_forward_time: 45.6081008911, propagate_backward_time: 61.7276954651, weight_update_time: 0.1368619651, other_time: 2.4583015442
epoch time: 9.7104997635s, input_fired_time: 0.0910260007, output_fired_time: 0.0000000000, propagate_forward_time: 9.1797733307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4397001266
validation[          , genome  5925] predictions:    9614/  10000 (96.14%), best:    9695/10000 (96.95%), error:      1346.10962, best error:       999.24744 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 111.0896072388s, input_fired_time: 0.7826653719, output_fired_time: 0.5736868978, propagate_forward_time: 45.5814781189, propagate_backward_time: 61.6924552917, weight_update_time: 0.1367732137, other_time: 2.4593238831
epoch time: 9.6498403549s, input_fired_time: 0.0892210603, output_fired_time: 0.0000000000, propagate_forward_time: 9.1287860870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318332672
validation[          , genome  5925] predictions:    9686/  10000 (96.86%), best:    9695/10000 (96.95%), error:      1069.60425, best error:       999.24744 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 111.5327911377s, input_fired_time: 0.7856447697, output_fired_time: 0.5722692013, propagate_forward_time: 45.7727470398, propagate_backward_time: 61.9399337769, weight_update_time: 0.1371173114, other_time: 2.4621963501
epoch time: 9.6816005707s, input_fired_time: 0.0904417112, output_fired_time: 0.0000000000, propagate_forward_time: 9.1591014862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4320573807
validation[          , genome  5925] predictions:    9685/  10000 (96.85%), best:    9695/10000 (96.95%), error:      1018.01306, best error:       999.24744 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 111.5852737427s, input_fired_time: 0.7876049876, output_fired_time: 0.5711801648, propagate_forward_time: 45.7932586670, propagate_backward_time: 61.9786148071, weight_update_time: 0.1367638111, other_time: 2.4546127319
epoch time: 9.5901546478s, input_fired_time: 0.0887153298, output_fired_time: 0.0000000000, propagate_forward_time: 9.0700330734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314060211
validation[          , genome  5925] predictions:    9692/  10000 (96.92%), best:    9695/10000 (96.95%), error:      1017.74231, best error:       999.24744 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 111.5615234375s, input_fired_time: 0.7808388472, output_fired_time: 0.5686096549, propagate_forward_time: 45.8104286194, propagate_backward_time: 61.9584388733, weight_update_time: 0.1354063302, other_time: 2.4432029724
epoch time: 9.6512041092s, input_fired_time: 0.0903764740, output_fired_time: 0.0000000000, propagate_forward_time: 9.1359958649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248313904
validation[          , genome  5925] predictions:    9635/  10000 (96.35%), best:    9695/10000 (96.95%), error:      1182.82605, best error:       999.24744 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 108.8277816772s, input_fired_time: 0.7709876895, output_fired_time: 0.5588183999, propagate_forward_time: 44.6851043701, propagate_backward_time: 60.4320678711, weight_update_time: 0.1338504553, other_time: 2.3808059692
epoch time: 9.6719226837s, input_fired_time: 0.0886669755, output_fired_time: 0.0000000000, propagate_forward_time: 9.1540727615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4291830063
validation[          , genome  5925] predictions:    9668/  10000 (96.68%), best:    9695/10000 (96.95%), error:      1070.98743, best error:       999.24744 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 111.2668609619s, input_fired_time: 0.7831037641, output_fired_time: 0.5711847544, propagate_forward_time: 45.6932144165, propagate_backward_time: 61.8044242859, weight_update_time: 0.1361773163, other_time: 2.4149360657
epoch time: 9.6108388901s, input_fired_time: 0.0905527100, output_fired_time: 0.0000000000, propagate_forward_time: 9.0864973068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337892532
validation[          , genome  5925] predictions:    9665/  10000 (96.65%), best:    9695/10000 (96.95%), error:      1097.02002, best error:       999.24744 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 111.4043884277s, input_fired_time: 0.7877426744, output_fired_time: 0.5721412301, propagate_forward_time: 45.6888732910, propagate_backward_time: 61.9287681580, weight_update_time: 0.1363031864, other_time: 2.4268608093
epoch time: 9.6700077057s, input_fired_time: 0.0891483650, output_fired_time: 0.0000000000, propagate_forward_time: 9.1490621567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317970276
validation[          , genome  5925] predictions:    9700/  10000 (97.00%), best:    9695/10000 (96.95%), error:      1003.70337, best error:       999.24744 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 110.8491744995s, input_fired_time: 0.7831376195, output_fired_time: 0.5668979287, propagate_forward_time: 45.5404396057, propagate_backward_time: 61.5266342163, weight_update_time: 0.1378220022, other_time: 2.4320716858
epoch time: 9.5857877731s, input_fired_time: 0.0880995169, output_fired_time: 0.0000000000, propagate_forward_time: 9.0726337433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4250545502
validation[          , genome  5925] predictions:    9679/  10000 (96.79%), best:    9695/10000 (96.95%), error:      1052.31995, best error:       999.24744 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 109.7157211304s, input_fired_time: 0.7757349014, output_fired_time: 0.5619686842, propagate_forward_time: 44.9788169861, propagate_backward_time: 61.0052528381, weight_update_time: 0.1358762980, other_time: 2.3939514160
epoch time: 9.6856708527s, input_fired_time: 0.0882549435, output_fired_time: 0.0000000000, propagate_forward_time: 9.1723747253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4250411987
validation[          , genome  5925] predictions:    9643/  10000 (96.43%), best:    9695/10000 (96.95%), error:      1179.28381, best error:       999.24744 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 107.1569976807s, input_fired_time: 0.7671464086, output_fired_time: 0.5522256494, propagate_forward_time: 44.0804595947, propagate_backward_time: 59.3899116516, weight_update_time: 0.1322938651, other_time: 2.3672599792
epoch time: 9.6922750473s, input_fired_time: 0.0894984752, output_fired_time: 0.0000000000, propagate_forward_time: 9.1760187149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267578125
validation[          , genome  5925] predictions:    9671/  10000 (96.71%), best:    9695/10000 (96.95%), error:      1089.93713, best error:       999.24744 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 110.9032669067s, input_fired_time: 0.7812813520, output_fired_time: 0.5654787421, propagate_forward_time: 45.5333366394, propagate_backward_time: 61.6181144714, weight_update_time: 0.1353008747, other_time: 2.4050636292
epoch time: 9.4913892746s, input_fired_time: 0.0888476744, output_fired_time: 0.0000000000, propagate_forward_time: 8.9783029556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4242382050
validation[          , genome  5925] predictions:    9694/  10000 (96.94%), best:    9695/10000 (96.95%), error:      1015.69470, best error:       999.24744 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 104.8057327271s, input_fired_time: 0.7601695657, output_fired_time: 0.5423848033, propagate_forward_time: 43.0478744507, propagate_backward_time: 58.1163711548, weight_update_time: 0.1297312677, other_time: 2.3389358521
epoch time: 9.6904582977s, input_fired_time: 0.0902283713, output_fired_time: 0.0000000000, propagate_forward_time: 9.1715335846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286966324
validation[          , genome  5925] predictions:    9672/  10000 (96.72%), best:    9695/10000 (96.95%), error:      1094.53320, best error:       999.24744 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 111.2786560059s, input_fired_time: 0.7851083279, output_fired_time: 0.5700318813, propagate_forward_time: 45.6863288879, propagate_backward_time: 61.8291397095, weight_update_time: 0.1360588223, other_time: 2.4080429077
epoch time: 9.6623840332s, input_fired_time: 0.0906863287, output_fired_time: 0.0000000000, propagate_forward_time: 9.1447105408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4269866943
validation[          , genome  5925] predictions:    9688/  10000 (96.88%), best:    9695/10000 (96.95%), error:      1051.17285, best error:       999.24744 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 111.3296508789s, input_fired_time: 0.7791863680, output_fired_time: 0.5668418407, propagate_forward_time: 45.7184524536, propagate_backward_time: 61.8657112122, weight_update_time: 0.1366810948, other_time: 2.3994560242
epoch time: 9.6573457718s, input_fired_time: 0.0897982866, output_fired_time: 0.0000000000, propagate_forward_time: 9.1417684555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257793427
validation[          , genome  5925] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       996.24982, best error:       996.24982 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 111.3469696045s, input_fired_time: 0.7836561799, output_fired_time: 0.5689151287, propagate_forward_time: 45.7215003967, propagate_backward_time: 61.8738365173, weight_update_time: 0.1354998797, other_time: 2.3990669250
epoch time: 9.6617527008s, input_fired_time: 0.0897678733, output_fired_time: 0.0000000000, propagate_forward_time: 9.1450452805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4269399643
validation[          , genome  5925] predictions:    9639/  10000 (96.39%), best:    9703/10000 (97.03%), error:      1072.38074, best error:       996.24982 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 109.9839096069s, input_fired_time: 0.7771481276, output_fired_time: 0.5604553819, propagate_forward_time: 45.1958694458, propagate_backward_time: 61.0682716370, weight_update_time: 0.1351448298, other_time: 2.3821678162
epoch time: 9.4828529358s, input_fired_time: 0.0881024972, output_fired_time: 0.0000000000, propagate_forward_time: 8.9728794098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218711853
validation[          , genome  5925] predictions:    9634/  10000 (96.34%), best:    9703/10000 (97.03%), error:      1153.47205, best error:       996.24982 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 110.4702606201s, input_fired_time: 0.7799116373, output_fired_time: 0.5645979047, propagate_forward_time: 45.3455810547, propagate_backward_time: 61.3830108643, weight_update_time: 0.1353201270, other_time: 2.3971557617
epoch time: 9.5322980881s, input_fired_time: 0.0889643058, output_fired_time: 0.0000000000, propagate_forward_time: 9.0202732086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230604172
validation[          , genome  5925] predictions:    9655/  10000 (96.55%), best:    9703/10000 (97.03%), error:      1091.96777, best error:       996.24982 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 111.4646148682s, input_fired_time: 0.7811903954, output_fired_time: 0.5697233677, propagate_forward_time: 45.7402992249, propagate_backward_time: 61.9838676453, weight_update_time: 0.1364099979, other_time: 2.3895301819
epoch time: 8.8259954453s, input_fired_time: 0.0842800215, output_fired_time: 0.0000000000, propagate_forward_time: 8.3368062973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049091339
validation[          , genome  5925] predictions:    9606/  10000 (96.06%), best:    9703/10000 (97.03%), error:      1216.94958, best error:       996.24982 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 110.6945037842s, input_fired_time: 0.7803034186, output_fired_time: 0.5617035627, propagate_forward_time: 45.5109786987, propagate_backward_time: 61.4434738159, weight_update_time: 0.1360553950, other_time: 2.3980407715
epoch time: 9.6842908859s, input_fired_time: 0.0905011147, output_fired_time: 0.0000000000, propagate_forward_time: 9.1690683365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4247217178
validation[          , genome  5925] predictions:    9628/  10000 (96.28%), best:    9703/10000 (97.03%), error:      1235.79688, best error:       996.24982 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 111.1512680054s, input_fired_time: 0.7855160832, output_fired_time: 0.5690436363, propagate_forward_time: 45.6066093445, propagate_backward_time: 61.7923889160, weight_update_time: 0.1362603456, other_time: 2.3977050781
epoch time: 9.6800785065s, input_fired_time: 0.0904382393, output_fired_time: 0.0000000000, propagate_forward_time: 9.1660814285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235591888
validation[          , genome  5925] predictions:    9658/  10000 (96.58%), best:    9703/10000 (97.03%), error:      1139.21240, best error:       996.24982 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 107.8986358643s, input_fired_time: 0.7704787850, output_fired_time: 0.5573012233, propagate_forward_time: 44.2460479736, propagate_backward_time: 59.9621467590, weight_update_time: 0.1331581175, other_time: 2.3626594543
epoch time: 9.5030651093s, input_fired_time: 0.0895789713, output_fired_time: 0.0000000000, propagate_forward_time: 8.9904155731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230709076
validation[          , genome  5925] predictions:    9655/  10000 (96.55%), best:    9703/10000 (97.03%), error:      1087.04663, best error:       996.24982 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 109.3875885010s, input_fired_time: 0.7779892087, output_fired_time: 0.5623077154, propagate_forward_time: 44.9102821350, propagate_backward_time: 60.7652854919, weight_update_time: 0.1323990822, other_time: 2.3717193604
epoch time: 9.2212610245s, input_fired_time: 0.0856727809, output_fired_time: 0.0000000000, propagate_forward_time: 8.7260818481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4095067978
validation[          , genome  5925] predictions:    9632/  10000 (96.32%), best:    9703/10000 (97.03%), error:      1196.54211, best error:       996.24982 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 108.1162033081s, input_fired_time: 0.7684031129, output_fired_time: 0.5539361238, propagate_forward_time: 44.4395828247, propagate_backward_time: 59.9908256531, weight_update_time: 0.1317155361, other_time: 2.3634529114
epoch time: 7.5846753120s, input_fired_time: 0.0773497373, output_fired_time: 0.0000000000, propagate_forward_time: 7.1292934418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780322075
validation[          , genome  5925] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       948.33771, best error:       948.33771 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 107.8793487549s, input_fired_time: 0.7720269561, output_fired_time: 0.5549326539, propagate_forward_time: 44.3253631592, propagate_backward_time: 59.8784408569, weight_update_time: 0.1318392456, other_time: 2.3485870361
epoch time: 9.6513319016s, input_fired_time: 0.0890452042, output_fired_time: 0.0000000000, propagate_forward_time: 9.1411457062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211406708
validation[          , genome  5925] predictions:    9673/  10000 (96.73%), best:    9709/10000 (97.09%), error:      1110.94531, best error:       948.33771 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 111.4966278076s, input_fired_time: 0.7869798541, output_fired_time: 0.5726264119, propagate_forward_time: 45.7930107117, propagate_backward_time: 61.9525985718, weight_update_time: 0.1361068338, other_time: 2.3914108276
epoch time: 9.6623106003s, input_fired_time: 0.0899002105, output_fired_time: 0.0000000000, propagate_forward_time: 9.1457843781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4266262054
validation[          , genome  5925] predictions:    9659/  10000 (96.59%), best:    9709/10000 (97.09%), error:      1130.35474, best error:       948.33771 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 110.0450515747s, input_fired_time: 0.7835254669, output_fired_time: 0.5637636781, propagate_forward_time: 45.1663246155, propagate_backward_time: 61.1388893127, weight_update_time: 0.1350992918, other_time: 2.3925476074
epoch time: 9.7072534561s, input_fired_time: 0.0908461064, output_fired_time: 0.0000000000, propagate_forward_time: 9.1857633591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4306440353
validation[          , genome  5925] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       914.61401, best error:       914.61401 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 110.9530334473s, input_fired_time: 0.7869512439, output_fired_time: 0.5659749508, propagate_forward_time: 45.5715065002, propagate_backward_time: 61.6174621582, weight_update_time: 0.1371184438, other_time: 2.4111480713
epoch time: 9.6569328308s, input_fired_time: 0.0911717266, output_fired_time: 0.0000000000, propagate_forward_time: 9.1405143738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252471924
validation[          , genome  5925] predictions:    9690/  10000 (96.90%), best:    9723/10000 (97.23%), error:      1023.11023, best error:       914.61401 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 106.3514099121s, input_fired_time: 0.7688972354, output_fired_time: 0.5468431711, propagate_forward_time: 43.7126579285, propagate_backward_time: 58.9596824646, weight_update_time: 0.1305266619, other_time: 2.3633270264
epoch time: 9.6819019318s, input_fired_time: 0.0907858759, output_fired_time: 0.0000000000, propagate_forward_time: 9.1634387970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276771545
validation[          , genome  5925] predictions:    9679/  10000 (96.79%), best:    9723/10000 (97.23%), error:      1031.48499, best error:       914.61401 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 111.3663864136s, input_fired_time: 0.7849040031, output_fired_time: 0.5655435920, propagate_forward_time: 45.7093315125, propagate_backward_time: 61.9114151001, weight_update_time: 0.1348744929, other_time: 2.3951950073
epoch time: 9.6562137604s, input_fired_time: 0.0910873041, output_fired_time: 0.0000000000, propagate_forward_time: 9.1360359192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290904999
validation[          , genome  5925] predictions:    9678/  10000 (96.78%), best:    9723/10000 (97.23%), error:      1019.02881, best error:       914.61401 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 100.1016082764s, input_fired_time: 0.7435210347, output_fired_time: 0.5273924470, propagate_forward_time: 41.2124023438, propagate_backward_time: 55.3247871399, weight_update_time: 0.1258005500, other_time: 2.2935066223
epoch time: 9.6345577240s, input_fired_time: 0.0901019722, output_fired_time: 0.0000000000, propagate_forward_time: 9.1239109039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205446243
validation[          , genome  5925] predictions:    9693/  10000 (96.93%), best:    9723/10000 (97.23%), error:       991.13922, best error:       914.61401 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 109.5850830078s, input_fired_time: 0.7797061801, output_fired_time: 0.5621976256, propagate_forward_time: 44.9951019287, propagate_backward_time: 60.8687286377, weight_update_time: 0.1337290704, other_time: 2.3793487549
epoch time: 9.6577425003s, input_fired_time: 0.0909657776, output_fired_time: 0.0000000000, propagate_forward_time: 9.1404142380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4263620377
validation[          , genome  5925] predictions:    9665/  10000 (96.65%), best:    9723/10000 (97.23%), error:      1098.46692, best error:       914.61401 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 111.6689071655s, input_fired_time: 0.7894088030, output_fired_time: 0.5687188506, propagate_forward_time: 45.8789710999, propagate_backward_time: 62.0324897766, weight_update_time: 0.1361823678, other_time: 2.3993186951
epoch time: 9.6894302368s, input_fired_time: 0.0902709663, output_fired_time: 0.0000000000, propagate_forward_time: 9.1755266190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4236326218
validation[          , genome  5925] predictions:    9713/  10000 (97.13%), best:    9723/10000 (97.23%), error:       946.48169, best error:       914.61401 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 111.6930694580s, input_fired_time: 0.7909452915, output_fired_time: 0.5727187395, propagate_forward_time: 45.8437538147, propagate_backward_time: 62.0890884399, weight_update_time: 0.1357437968, other_time: 2.3965682983
epoch time: 9.6860895157s, input_fired_time: 0.0940525606, output_fired_time: 0.0000000000, propagate_forward_time: 9.1582431793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337940216
validation[          , genome  5925] predictions:    9645/  10000 (96.45%), best:    9723/10000 (97.23%), error:      1129.60669, best error:       914.61401 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 111.7698287964s, input_fired_time: 0.7911668420, output_fired_time: 0.5727027655, propagate_forward_time: 45.8264770508, propagate_backward_time: 62.1665382385, weight_update_time: 0.1365347505, other_time: 2.4129447937
epoch time: 9.6747503281s, input_fired_time: 0.0905443430, output_fired_time: 0.0000000000, propagate_forward_time: 9.1551036835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4291019440
validation[          , genome  5925] predictions:    9704/  10000 (97.04%), best:    9723/10000 (97.23%), error:       934.77936, best error:       914.61401 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 111.9630126953s, input_fired_time: 0.7885432243, output_fired_time: 0.5763531923, propagate_forward_time: 45.9715728760, propagate_backward_time: 62.2084159851, weight_update_time: 0.1356718838, other_time: 2.4181251526
epoch time: 9.5531225204s, input_fired_time: 0.0910694674, output_fired_time: 0.0000000000, propagate_forward_time: 9.0383825302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4236707687
validation[          , genome  5925] predictions:    9709/  10000 (97.09%), best:    9723/10000 (97.23%), error:       939.45557, best error:       914.61401 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 111.7180023193s, input_fired_time: 0.7916269302, output_fired_time: 0.5727351308, propagate_forward_time: 45.9132652283, propagate_backward_time: 62.0124244690, weight_update_time: 0.1354264915, other_time: 2.4279441833
epoch time: 9.6923160553s, input_fired_time: 0.0920542181, output_fired_time: 0.0000000000, propagate_forward_time: 9.1699514389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303102493
validation[          , genome  5925] predictions:    9690/  10000 (96.90%), best:    9723/10000 (97.23%), error:      1016.44666, best error:       914.61401 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 111.2763061523s, input_fired_time: 0.7872542143, output_fired_time: 0.5639561415, propagate_forward_time: 45.7272377014, propagate_backward_time: 61.7988395691, weight_update_time: 0.1357757002, other_time: 2.3990211487
epoch time: 9.6699304581s, input_fired_time: 0.0908990577, output_fired_time: 0.0000000000, propagate_forward_time: 9.1544380188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245929718
validation[          , genome  5925] predictions:    9702/  10000 (97.02%), best:    9723/10000 (97.23%), error:       956.54620, best error:       914.61401 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 111.5547027588s, input_fired_time: 0.7900640965, output_fired_time: 0.5665200949, propagate_forward_time: 45.7823143005, propagate_backward_time: 62.0150718689, weight_update_time: 0.1366031915, other_time: 2.4007301331
epoch time: 9.7065219879s, input_fired_time: 0.0912052467, output_fired_time: 0.0000000000, propagate_forward_time: 9.1893262863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259901047
validation[          , genome  5925] predictions:    9695/  10000 (96.95%), best:    9723/10000 (97.23%), error:       991.98151, best error:       914.61401 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 111.5091781616s, input_fired_time: 0.7892444730, output_fired_time: 0.5674460530, propagate_forward_time: 45.7580261230, propagate_backward_time: 61.9856491089, weight_update_time: 0.1372730285, other_time: 2.4088134766
epoch time: 9.6459245682s, input_fired_time: 0.0910386741, output_fired_time: 0.0000000000, propagate_forward_time: 9.1292858124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4256000519
validation[          , genome  5925] predictions:    9679/  10000 (96.79%), best:    9723/10000 (97.23%), error:      1022.13153, best error:       914.61401 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 111.2585296631s, input_fired_time: 0.7956063747, output_fired_time: 0.5656675696, propagate_forward_time: 45.6766929626, propagate_backward_time: 61.8086242676, weight_update_time: 0.1352677047, other_time: 2.4119415283
epoch time: 9.6954393387s, input_fired_time: 0.0918541476, output_fired_time: 0.0000000000, propagate_forward_time: 9.1775512695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4260339737
validation[          , genome  5925] predictions:    9672/  10000 (96.72%), best:    9723/10000 (97.23%), error:      1039.77698, best error:       914.61401 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 112.1191787720s, input_fired_time: 0.7980316281, output_fired_time: 0.5701989532, propagate_forward_time: 46.0513916016, propagate_backward_time: 62.2664489746, weight_update_time: 0.1339993328, other_time: 2.4331054688
epoch time: 9.6989803314s, input_fired_time: 0.0916059837, output_fired_time: 0.0000000000, propagate_forward_time: 9.1799697876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274044037
validation[          , genome  5925] predictions:    9631/  10000 (96.31%), best:    9723/10000 (97.23%), error:      1234.42725, best error:       914.61401 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 111.7421188354s, input_fired_time: 0.7935580015, output_fired_time: 0.5657398701, propagate_forward_time: 45.9036407471, propagate_backward_time: 62.0564613342, weight_update_time: 0.1369531751, other_time: 2.4227180481
epoch time: 9.6937799454s, input_fired_time: 0.0915528983, output_fired_time: 0.0000000000, propagate_forward_time: 9.1776094437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4246177673
validation[          , genome  5925] predictions:    9701/  10000 (97.01%), best:    9723/10000 (97.23%), error:      1001.20380, best error:       914.61401 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 111.6946334839s, input_fired_time: 0.7922376394, output_fired_time: 0.5682400465, propagate_forward_time: 45.8736839294, propagate_backward_time: 62.0679855347, weight_update_time: 0.1358018667, other_time: 2.3924942017
epoch time: 9.6590328217s, input_fired_time: 0.0907186046, output_fired_time: 0.0000000000, propagate_forward_time: 9.1462240219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220905304
validation[          , genome  5925] predictions:    9713/  10000 (97.13%), best:    9723/10000 (97.23%), error:       982.79272, best error:       914.61401 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 111.6702499390s, input_fired_time: 0.7911759019, output_fired_time: 0.5712019801, propagate_forward_time: 45.8492660522, propagate_backward_time: 62.0577278137, weight_update_time: 0.1372608691, other_time: 2.4008750916
epoch time: 9.6591730118s, input_fired_time: 0.0918532610, output_fired_time: 0.0000000000, propagate_forward_time: 9.1432275772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240922928
validation[          , genome  5925] predictions:    9673/  10000 (96.73%), best:    9723/10000 (97.23%), error:      1111.98999, best error:       914.61401 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 111.6885604858s, input_fired_time: 0.7905693650, output_fired_time: 0.5726066232, propagate_forward_time: 45.7994270325, propagate_backward_time: 62.1321792603, weight_update_time: 0.1363574862, other_time: 2.3937759399
epoch time: 9.6565217972s, input_fired_time: 0.0912545547, output_fired_time: 0.0000000000, propagate_forward_time: 9.1357555389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4295120239
validation[          , genome  5925] predictions:    9717/  10000 (97.17%), best:    9723/10000 (97.23%), error:       979.88232, best error:       914.61401 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 111.3480682373s, input_fired_time: 0.7906224728, output_fired_time: 0.5710262656, propagate_forward_time: 45.7056312561, propagate_backward_time: 61.8975448608, weight_update_time: 0.1352856159, other_time: 2.3832473755
epoch time: 9.6576566696s, input_fired_time: 0.0910323784, output_fired_time: 0.0000000000, propagate_forward_time: 9.1399412155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4266834259
validation[          , genome  5925] predictions:    9699/  10000 (96.99%), best:    9723/10000 (97.23%), error:       972.09766, best error:       914.61401 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 111.7442398071s, input_fired_time: 0.7947688103, output_fired_time: 0.5700871348, propagate_forward_time: 45.8801155090, propagate_backward_time: 62.0966835022, weight_update_time: 0.1364354044, other_time: 2.4025840759
epoch time: 9.6979312897s, input_fired_time: 0.0923058167, output_fired_time: 0.0000000000, propagate_forward_time: 9.1760606766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4295644760
validation[          , genome  5925] predictions:    9702/  10000 (97.02%), best:    9723/10000 (97.23%), error:       991.14960, best error:       914.61401 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 111.6308898926s, input_fired_time: 0.7902899384, output_fired_time: 0.5715808272, propagate_forward_time: 45.8228912354, propagate_backward_time: 62.0642204285, weight_update_time: 0.1349508464, other_time: 2.3819084167
epoch time: 9.6988554001s, input_fired_time: 0.0918576568, output_fired_time: 0.0000000000, propagate_forward_time: 9.1806221008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4263753891
validation[          , genome  5925] predictions:    9684/  10000 (96.84%), best:    9723/10000 (97.23%), error:       982.19098, best error:       914.61401 on epoch:    52, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 111.7063827515s, input_fired_time: 0.7911391258, output_fired_time: 0.5698968768, propagate_forward_time: 45.8643646240, propagate_backward_time: 62.0973625183, weight_update_time: 0.1357315481, other_time: 2.3836174011
epoch time: 9.6949472427s, input_fired_time: 0.0929111540, output_fired_time: 0.0000000000, propagate_forward_time: 9.1748399734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4271965027
validation[          , genome  5925] predictions:    9686/  10000 (96.86%), best:    9723/10000 (97.23%), error:       993.96008, best error:       914.61401 on epoch:    52, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 111.5446014404s, input_fired_time: 0.7927250266, output_fired_time: 0.5662719011, propagate_forward_time: 45.8305816650, propagate_backward_time: 61.9622573853, weight_update_time: 0.1362523139, other_time: 2.3927688599
epoch time: 9.6804389954s, input_fired_time: 0.0922977403, output_fired_time: 0.0000000000, propagate_forward_time: 9.1621036530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4260377884
validation[          , genome  5925] predictions:    9719/  10000 (97.19%), best:    9723/10000 (97.23%), error:       934.04211, best error:       914.61401 on epoch:    52, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 111.3896484375s, input_fired_time: 0.7890372276, output_fired_time: 0.5642957687, propagate_forward_time: 45.7950057983, propagate_backward_time: 61.8619537354, weight_update_time: 0.1355942339, other_time: 2.3793563843
epoch time: 9.6486740112s, input_fired_time: 0.0906817764, output_fired_time: 0.0000000000, propagate_forward_time: 9.1345186234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234733582
validation[          , genome  5925] predictions:    9712/  10000 (97.12%), best:    9723/10000 (97.23%), error:       994.03802, best error:       914.61401 on epoch:    52, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 108.7667694092s, input_fired_time: 0.7788135409, output_fired_time: 0.5508121252, propagate_forward_time: 44.7357025146, propagate_backward_time: 60.3352394104, weight_update_time: 0.1331114173, other_time: 2.3661994934
epoch time: 9.6787357330s, input_fired_time: 0.0917318761, output_fired_time: 0.0000000000, propagate_forward_time: 9.1613578796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4256458282
validation[          , genome  5925] predictions:    9705/  10000 (97.05%), best:    9723/10000 (97.23%), error:       953.90448, best error:       914.61401 on epoch:    52, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 111.3402557373s, input_fired_time: 0.7889117002, output_fired_time: 0.5636314154, propagate_forward_time: 45.7670249939, propagate_backward_time: 61.8276863098, weight_update_time: 0.1343167126, other_time: 2.3930015564
epoch time: 9.6833372116s, input_fired_time: 0.0922365487, output_fired_time: 0.0000000000, propagate_forward_time: 9.1593790054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317216873
validation[          , genome  5925] predictions:    9680/  10000 (96.80%), best:    9723/10000 (97.23%), error:      1125.72314, best error:       914.61401 on epoch:    52, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 111.3600769043s, input_fired_time: 0.7950824499, output_fired_time: 0.5641390681, propagate_forward_time: 45.7203559875, propagate_backward_time: 61.8828430176, weight_update_time: 0.1343616396, other_time: 2.3976593018
epoch time: 8.8695449829s, input_fired_time: 0.0866964757, output_fired_time: 0.0000000000, propagate_forward_time: 8.3764276505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4064207077
validation[          , genome  5925] predictions:    9708/  10000 (97.08%), best:    9723/10000 (97.23%), error:       935.81622, best error:       914.61401 on epoch:    52, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 111.6892852783s, input_fired_time: 0.7947949767, output_fired_time: 0.5656048059, propagate_forward_time: 45.8747940063, propagate_backward_time: 62.0592346191, weight_update_time: 0.1357202679, other_time: 2.3948593140
epoch time: 9.6936702728s, input_fired_time: 0.0921869129, output_fired_time: 0.0000000000, propagate_forward_time: 9.1745843887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4268989563
validation[          , genome  5925] predictions:    9677/  10000 (96.77%), best:    9723/10000 (97.23%), error:      1032.58923, best error:       914.61401 on epoch:    52, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 109.9517135620s, input_fired_time: 0.7897893786, output_fired_time: 0.5624908805, propagate_forward_time: 45.1213302612, propagate_backward_time: 61.0993957520, weight_update_time: 0.1331009567, other_time: 2.3787078857
epoch time: 9.6667566299s, input_fired_time: 0.0909022465, output_fired_time: 0.0000000000, propagate_forward_time: 9.1519708633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238834381
validation[          , genome  5925] predictions:    9693/  10000 (96.93%), best:    9723/10000 (97.23%), error:      1005.19855, best error:       914.61401 on epoch:    52, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 111.3855514526s, input_fired_time: 0.7913448811, output_fired_time: 0.5625423789, propagate_forward_time: 45.7294197083, propagate_backward_time: 61.9188156128, weight_update_time: 0.1347988099, other_time: 2.3834304810
epoch time: 9.6880006790s, input_fired_time: 0.0919049829, output_fired_time: 0.0000000000, propagate_forward_time: 9.1733970642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226989746
validation[          , genome  5925] predictions:    9711/  10000 (97.11%), best:    9723/10000 (97.23%), error:       947.29602, best error:       914.61401 on epoch:    52, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 111.6035461426s, input_fired_time: 0.7910367250, output_fired_time: 0.5640416741, propagate_forward_time: 45.8557395935, propagate_backward_time: 62.0046577454, weight_update_time: 0.1341692656, other_time: 2.3880729675
epoch time: 7.6875486374s, input_fired_time: 0.0786828473, output_fired_time: 0.0000000000, propagate_forward_time: 7.2331509590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757147789
validation[          , genome  5925] predictions:    9662/  10000 (96.62%), best:    9723/10000 (97.23%), error:      1096.84937, best error:       914.61401 on epoch:    52, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 108.6421508789s, input_fired_time: 0.7838054895, output_fired_time: 0.5569149852, propagate_forward_time: 44.6065406799, propagate_backward_time: 60.3218688965, weight_update_time: 0.1334711462, other_time: 2.3730201721
epoch time: 9.6061944962s, input_fired_time: 0.0922079757, output_fired_time: 0.0000000000, propagate_forward_time: 9.0939302444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200563431
validation[          , genome  5925] predictions:    9683/  10000 (96.83%), best:    9723/10000 (97.23%), error:      1022.16187, best error:       914.61401 on epoch:    52, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 111.7177581787s, input_fired_time: 0.7947570682, output_fired_time: 0.5684069395, propagate_forward_time: 45.8863754272, propagate_backward_time: 62.0737953186, weight_update_time: 0.1347075999, other_time: 2.3944282532
epoch time: 9.6879873276s, input_fired_time: 0.0920109376, output_fired_time: 0.0000000000, propagate_forward_time: 9.1702318192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257450104
validation[          , genome  5925] predictions:    9672/  10000 (96.72%), best:    9723/10000 (97.23%), error:      1023.94525, best error:       914.61401 on epoch:    52, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 105.6330413818s, input_fired_time: 0.7738897800, output_fired_time: 0.5471795797, propagate_forward_time: 43.3574981689, propagate_backward_time: 58.6050605774, weight_update_time: 0.1296664178, other_time: 2.3494148254
epoch time: 9.7039117813s, input_fired_time: 0.0919908136, output_fired_time: 0.0000000000, propagate_forward_time: 9.1897068024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222145081
validation[          , genome  5925] predictions:    9665/  10000 (96.65%), best:    9723/10000 (97.23%), error:      1091.40344, best error:       914.61401 on epoch:    52, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 111.3013153076s, input_fired_time: 0.7926066518, output_fired_time: 0.5666040182, propagate_forward_time: 45.7440643311, propagate_backward_time: 61.8094062805, weight_update_time: 0.1346525103, other_time: 2.3886299133
epoch time: 9.6766281128s, input_fired_time: 0.0925604403, output_fired_time: 0.0000000000, propagate_forward_time: 9.1579227448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261445999
validation[          , genome  5925] predictions:    9698/  10000 (96.98%), best:    9723/10000 (97.23%), error:       981.59241, best error:       914.61401 on epoch:    52, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 108.9480972290s, input_fired_time: 0.7857679129, output_fired_time: 0.5558734536, propagate_forward_time: 44.7911567688, propagate_backward_time: 60.4470252991, weight_update_time: 0.1321788579, other_time: 2.3682785034
epoch time: 9.7330846786s, input_fired_time: 0.0916817486, output_fired_time: 0.0000000000, propagate_forward_time: 9.2187137604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226894379
validation[          , genome  5925] predictions:    9648/  10000 (96.48%), best:    9723/10000 (97.23%), error:      1086.35229, best error:       914.61401 on epoch:    52, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 111.6156768799s, input_fired_time: 0.7926060557, output_fired_time: 0.5688331723, propagate_forward_time: 45.8648262024, propagate_backward_time: 62.0127983093, weight_update_time: 0.1354591399, other_time: 2.3766212463
epoch time: 9.6907558441s, input_fired_time: 0.0921997502, output_fired_time: 0.0000000000, propagate_forward_time: 9.1764497757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221067429
validation[          , genome  5925] predictions:    9696/  10000 (96.96%), best:    9723/10000 (97.23%), error:      1007.42529, best error:       914.61401 on epoch:    52, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 111.8860092163s, input_fired_time: 0.7977262735, output_fired_time: 0.5710667968, propagate_forward_time: 45.9275894165, propagate_backward_time: 62.2023620605, weight_update_time: 0.1366172582, other_time: 2.3872604370
epoch time: 9.6826477051s, input_fired_time: 0.0921611413, output_fired_time: 0.0000000000, propagate_forward_time: 9.1649923325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254941940
validation[          , genome  5925] predictions:    9698/  10000 (96.98%), best:    9723/10000 (97.23%), error:      1016.20160, best error:       914.61401 on epoch:    52, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 111.0263595581s, input_fired_time: 0.7934426665, output_fired_time: 0.5659449697, propagate_forward_time: 45.6130676270, propagate_backward_time: 61.6786117554, weight_update_time: 0.1344957650, other_time: 2.3752899170
epoch time: 9.7094097137s, input_fired_time: 0.0929260626, output_fired_time: 0.0000000000, propagate_forward_time: 9.1893959045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4270877838
validation[          , genome  5925] predictions:    9695/  10000 (96.95%), best:    9723/10000 (97.23%), error:      1021.04907, best error:       914.61401 on epoch:    52, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 111.4662322998s, input_fired_time: 0.7933630943, output_fired_time: 0.5571298599, propagate_forward_time: 45.8829269409, propagate_backward_time: 61.8485298157, weight_update_time: 0.1347478479, other_time: 2.3842811584
epoch time: 9.7494297028s, input_fired_time: 0.0934354886, output_fired_time: 0.0000000000, propagate_forward_time: 9.2275600433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4284343719
validation[          , genome  5925] predictions:    9701/  10000 (97.01%), best:    9723/10000 (97.23%), error:      1009.26373, best error:       914.61401 on epoch:    52, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 111.6899642944s, input_fired_time: 0.8002786636, output_fired_time: 0.5687994361, propagate_forward_time: 45.9038925171, propagate_backward_time: 62.0155258179, weight_update_time: 0.1358578652, other_time: 2.4014663696
epoch time: 9.7008867264s, input_fired_time: 0.0934424326, output_fired_time: 0.0000000000, propagate_forward_time: 9.1808242798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4266204834
validation[          , genome  5925] predictions:    9688/  10000 (96.88%), best:    9723/10000 (97.23%), error:      1029.53308, best error:       914.61401 on epoch:    52, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 112.3910827637s, input_fired_time: 0.8116219640, output_fired_time: 0.5707035661, propagate_forward_time: 46.2021827698, propagate_backward_time: 62.3674468994, weight_update_time: 0.1353136003, other_time: 2.4391326904
epoch time: 9.6551704407s, input_fired_time: 0.0927934274, output_fired_time: 0.0000000000, propagate_forward_time: 9.1395301819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228467941
validation[          , genome  5925] predictions:    9643/  10000 (96.43%), best:    9723/10000 (97.23%), error:      1140.68494, best error:       914.61401 on epoch:    52, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 110.4874038696s, input_fired_time: 0.7949758172, output_fired_time: 0.5631108284, propagate_forward_time: 45.3681373596, propagate_backward_time: 61.3646926880, weight_update_time: 0.1331398040, other_time: 2.3964881897
epoch time: 9.6889114380s, input_fired_time: 0.0926140100, output_fired_time: 0.0000000000, propagate_forward_time: 9.1713094711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249877930
validation[          , genome  5925] predictions:    9689/  10000 (96.89%), best:    9723/10000 (97.23%), error:      1008.53467, best error:       914.61401 on epoch:    52, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 110.3709793091s, input_fired_time: 0.7969534397, output_fired_time: 0.5662910342, propagate_forward_time: 45.3395271301, propagate_backward_time: 61.2858047485, weight_update_time: 0.1338836402, other_time: 2.3824043274
epoch time: 9.7032976151s, input_fired_time: 0.0925001651, output_fired_time: 0.0000000000, propagate_forward_time: 9.1870079041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4237899780
validation[          , genome  5925] predictions:    9706/  10000 (97.06%), best:    9723/10000 (97.23%), error:       967.58124, best error:       914.61401 on epoch:    52, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 111.3849563599s, input_fired_time: 0.7983359098, output_fired_time: 0.5730693936, propagate_forward_time: 45.6727066040, propagate_backward_time: 61.9588127136, weight_update_time: 0.1350607723, other_time: 2.3820381165
epoch time: 9.6814632416s, input_fired_time: 0.0929897577, output_fired_time: 0.0000000000, propagate_forward_time: 9.1656370163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228363037
validation[          , genome  5925] predictions:    9695/  10000 (96.95%), best:    9723/10000 (97.23%), error:       982.67133, best error:       914.61401 on epoch:    52, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 111.7396316528s, input_fired_time: 0.7973111272, output_fired_time: 0.5719138980, propagate_forward_time: 45.8317222595, propagate_backward_time: 62.1449356079, weight_update_time: 0.1367007643, other_time: 2.3937454224
epoch time: 9.3783636093s, input_fired_time: 0.0899981856, output_fired_time: 0.0000000000, propagate_forward_time: 8.8699121475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184532166
validation[          , genome  5925] predictions:    9687/  10000 (96.87%), best:    9723/10000 (97.23%), error:      1014.84985, best error:       914.61401 on epoch:    52, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 109.5446014404s, input_fired_time: 0.7890095711, output_fired_time: 0.5587280989, propagate_forward_time: 45.0238494873, propagate_backward_time: 60.8050498962, weight_update_time: 0.1336060315, other_time: 2.3679618835
epoch time: 8.6496582031s, input_fired_time: 0.0863047317, output_fired_time: 0.0000000000, propagate_forward_time: 8.1635923386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3997612000
validation[          , genome  5925] predictions:    9687/  10000 (96.87%), best:    9723/10000 (97.23%), error:      1027.68042, best error:       914.61401 on epoch:    52, 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: 48.5134429932s, input_fired_time: 0.4604999423, output_fired_time: 0.0000000000, propagate_forward_time: 45.8764762878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1764678955
best training[          , genome  5925] predictions:   49251/  50000 (98.50%), best:    9723/10000 (97.23%), error:      2665.83765, best error:       914.61401 on epoch:    52, 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: 9.6932544708s, input_fired_time: 0.0904970840, output_fired_time: 0.0000000000, propagate_forward_time: 9.1788492203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239082336
   testing[          , genome  5925] predictions:    9719/  10000 (97.19%), best:    9723/10000 (97.23%), error:       896.12805, best error:       914.61401 on epoch:    52, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:49:47 (72791): called boinc_finish(0)

</stderr_txt>
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