Nameexact_genome_1512568488_41_7162_0
Workunit2607114
Created8 Dec 2017, 0:15:56 UTC
Sent8 Dec 2017, 0:21:48 UTC
Report deadline16 Dec 2017, 23:21:05 UTC
Received8 Dec 2017, 18:47:26 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time4 hours 56 min 23 sec
CPU time4 hours 47 min 53 sec
Validate stateValid
Credit2,239.46
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.84 MB
Peak swap size160.24 MB
Peak disk usage2.07 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
0000 (96.63%), error:      1140.83228, best error:      1137.85254 on epoch:     6, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 172.9187011719s, input_fired_time: 1.9169511795, output_fired_time: 1.6782535315, propagate_forward_time: 65.5671539307, propagate_backward_time: 99.8878936768, weight_update_time: 0.1874464601, other_time: 3.8684539795
epoch time: 12.6934604645s, input_fired_time: 0.2296753228, output_fired_time: 0.0000000000, propagate_forward_time: 11.8063459396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6574392319
validation[          , genome  7162] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1024.43945, best error:      1024.43945 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 166.3419952393s, input_fired_time: 1.8355394602, output_fired_time: 1.6021820307, propagate_forward_time: 61.1545104980, propagate_backward_time: 97.0814208984, weight_update_time: 0.1719858497, other_time: 4.6683349609
epoch time: 16.2355804443s, input_fired_time: 0.2838488817, output_fired_time: 0.0000000000, propagate_forward_time: 15.2041511536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7475805283
validation[          , genome  7162] predictions:    9627/  10000 (96.27%), best:    9685/10000 (96.85%), error:      1137.90308, best error:      1024.43945 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 167.4139709473s, input_fired_time: 1.8829817772, output_fired_time: 1.6503906250, propagate_forward_time: 61.8891944885, propagate_backward_time: 98.3434524536, weight_update_time: 0.1712810993, other_time: 3.6479568481
epoch time: 13.6258821487s, input_fired_time: 0.2319478393, output_fired_time: 0.0000000000, propagate_forward_time: 12.7272510529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6666831970
validation[          , genome  7162] predictions:    9634/  10000 (96.34%), best:    9685/10000 (96.85%), error:      1221.25366, best error:      1024.43945 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 167.5152740479s, input_fired_time: 1.8657864332, output_fired_time: 1.6225653887, propagate_forward_time: 61.8988723755, propagate_backward_time: 98.4032440186, weight_update_time: 0.1723572314, other_time: 3.7248153687
epoch time: 13.7126150131s, input_fired_time: 0.2340433002, output_fired_time: 0.0000000000, propagate_forward_time: 12.8437089920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6348628998
validation[          , genome  7162] predictions:    9631/  10000 (96.31%), best:    9685/10000 (96.85%), error:      1169.17419, best error:      1024.43945 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 165.1974639893s, input_fired_time: 1.8463436365, output_fired_time: 1.6037626266, propagate_forward_time: 61.1578178406, propagate_backward_time: 96.8958816528, weight_update_time: 0.1726757884, other_time: 3.6936569214
epoch time: 13.8593521118s, input_fired_time: 0.2344034612, output_fired_time: 0.0000000000, propagate_forward_time: 12.9357500076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6891984940
validation[          , genome  7162] predictions:    9655/  10000 (96.55%), best:    9685/10000 (96.85%), error:      1171.85571, best error:      1024.43945 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 165.3890838623s, input_fired_time: 1.8221045732, output_fired_time: 1.5963423252, propagate_forward_time: 63.2251777649, propagate_backward_time: 95.2385635376, weight_update_time: 0.1705822796, other_time: 3.5069046021
epoch time: 13.8468723297s, input_fired_time: 0.2362746745, output_fired_time: 0.0000000000, propagate_forward_time: 12.9658269882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6447706223
validation[          , genome  7162] predictions:    9565/  10000 (95.65%), best:    9685/10000 (96.85%), error:      1279.41675, best error:      1024.43945 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 174.2915344238s, input_fired_time: 1.9430086613, output_fired_time: 1.6712843180, propagate_forward_time: 67.2861251831, propagate_backward_time: 99.7903213501, weight_update_time: 0.1702068448, other_time: 3.6007995605
epoch time: 13.6964864731s, input_fired_time: 0.2332824171, output_fired_time: 0.0000000000, propagate_forward_time: 12.8326711655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6305332184
validation[          , genome  7162] predictions:    9697/  10000 (96.97%), best:    9685/10000 (96.85%), error:      1040.75293, best error:      1024.43945 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 168.0679779053s, input_fired_time: 1.8475399017, output_fired_time: 1.6308368444, propagate_forward_time: 63.8077392578, propagate_backward_time: 95.2044143677, weight_update_time: 0.1706678718, other_time: 5.5774459839
epoch time: 12.6596899033s, input_fired_time: 0.2314014733, output_fired_time: 0.0000000000, propagate_forward_time: 11.8132524490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6150360107
validation[          , genome  7162] predictions:    9668/  10000 (96.68%), best:    9685/10000 (96.85%), error:      1093.33667, best error:      1024.43945 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 173.3929748535s, input_fired_time: 1.8764646053, output_fired_time: 1.6653430462, propagate_forward_time: 65.7586669922, propagate_backward_time: 100.4360046387, weight_update_time: 0.1721382588, other_time: 3.6564941406
epoch time: 14.9335746765s, input_fired_time: 0.2333078235, output_fired_time: 0.0000000000, propagate_forward_time: 13.9929418564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7073249817
validation[          , genome  7162] predictions:    9684/  10000 (96.84%), best:    9684/10000 (96.84%), error:      1001.82324, best error:      1001.82324 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 180.5394134521s, input_fired_time: 1.9634504318, output_fired_time: 1.7347556353, propagate_forward_time: 67.6682434082, propagate_backward_time: 105.3347702026, weight_update_time: 0.1888523549, other_time: 3.8381881714
epoch time: 12.6591844559s, input_fired_time: 0.2255595624, output_fired_time: 0.0000000000, propagate_forward_time: 11.8333330154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6002922058
validation[          , genome  7162] predictions:    9629/  10000 (96.29%), best:    9684/10000 (96.84%), error:      1178.24670, best error:      1001.82324 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 167.2629852295s, input_fired_time: 1.8261593580, output_fired_time: 1.5974013805, propagate_forward_time: 63.4932708740, propagate_backward_time: 95.8211822510, weight_update_time: 0.1692393422, other_time: 4.5249786377
epoch time: 12.7436180115s, input_fired_time: 0.2362908423, output_fired_time: 0.0000000000, propagate_forward_time: 11.8409156799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6664113998
validation[          , genome  7162] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       977.94574, best error:       977.94574 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 173.6790771484s, input_fired_time: 1.9230867624, output_fired_time: 1.7140419483, propagate_forward_time: 65.1131973267, propagate_backward_time: 101.1333541870, weight_update_time: 0.1801264733, other_time: 3.7954101563
epoch time: 13.7391901016s, input_fired_time: 0.2306483388, output_fired_time: 0.0000000000, propagate_forward_time: 12.8882465363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6202955246
validation[          , genome  7162] predictions:    9659/  10000 (96.59%), best:    9712/10000 (97.12%), error:      1117.18237, best error:       977.94574 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 178.1456146240s, input_fired_time: 1.9364991188, output_fired_time: 1.7010692358, propagate_forward_time: 65.2888336182, propagate_backward_time: 105.4970855713, weight_update_time: 0.1758611649, other_time: 3.7221374512
epoch time: 12.8284740448s, input_fired_time: 0.2417519838, output_fired_time: 0.0000000000, propagate_forward_time: 11.8885421753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6981801987
validation[          , genome  7162] predictions:    9600/  10000 (96.00%), best:    9712/10000 (97.12%), error:      1222.20264, best error:       977.94574 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 178.5881805420s, input_fired_time: 1.9705862999, output_fired_time: 2.6306574345, propagate_forward_time: 67.1690826416, propagate_backward_time: 103.0165863037, weight_update_time: 0.1701689512, other_time: 3.8012695313
epoch time: 13.9165697098s, input_fired_time: 0.2378097326, output_fired_time: 0.0000000000, propagate_forward_time: 13.0396757126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6390838623
validation[          , genome  7162] predictions:    9634/  10000 (96.34%), best:    9712/10000 (97.12%), error:      1129.85693, best error:       977.94574 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 174.0100250244s, input_fired_time: 1.9391063452, output_fired_time: 1.6240690947, propagate_forward_time: 65.8511505127, propagate_backward_time: 100.0484695435, weight_update_time: 0.1709061265, other_time: 4.5472335815
epoch time: 12.7200975418s, input_fired_time: 0.2304264754, output_fired_time: 0.0000000000, propagate_forward_time: 11.8718433380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6178274155
validation[          , genome  7162] predictions:    9678/  10000 (96.78%), best:    9712/10000 (97.12%), error:      1057.20569, best error:       977.94574 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 166.9874725342s, input_fired_time: 1.8326230049, output_fired_time: 1.5968654156, propagate_forward_time: 62.2630348206, propagate_backward_time: 97.7797012329, weight_update_time: 0.1713783443, other_time: 3.5152511597
epoch time: 12.3146610260s, input_fired_time: 0.2264337987, output_fired_time: 0.0000000000, propagate_forward_time: 11.4813814163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6068458557
validation[          , genome  7162] predictions:    9658/  10000 (96.58%), best:    9712/10000 (97.12%), error:      1122.16223, best error:       977.94574 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 178.3222045898s, input_fired_time: 1.9392795563, output_fired_time: 1.6509393454, propagate_forward_time: 69.0041503906, propagate_backward_time: 101.9967651367, weight_update_time: 0.1877836734, other_time: 3.7310638428
epoch time: 13.7804985046s, input_fired_time: 0.2337525189, output_fired_time: 0.0000000000, propagate_forward_time: 12.9279985428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6187477112
validation[          , genome  7162] predictions:    9661/  10000 (96.61%), best:    9712/10000 (97.12%), error:      1120.71008, best error:       977.94574 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 166.3766784668s, input_fired_time: 1.8493651152, output_fired_time: 1.6038230658, propagate_forward_time: 64.4587020874, propagate_backward_time: 94.9592895508, weight_update_time: 0.1698491126, other_time: 3.5055007935
epoch time: 13.9222192764s, input_fired_time: 0.2374964207, output_fired_time: 0.0000000000, propagate_forward_time: 13.0623168945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6224060059
validation[          , genome  7162] predictions:    9677/  10000 (96.77%), best:    9712/10000 (97.12%), error:      1018.25598, best error:       977.94574 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 166.7669677734s, input_fired_time: 1.8333672285, output_fired_time: 1.5965068340, propagate_forward_time: 62.5304870605, propagate_backward_time: 97.2999572754, weight_update_time: 0.1704312712, other_time: 3.5066375732
epoch time: 13.9088792801s, input_fired_time: 0.2389786690, output_fired_time: 0.0000000000, propagate_forward_time: 13.0353736877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6345272064
validation[          , genome  7162] predictions:    9639/  10000 (96.39%), best:    9712/10000 (97.12%), error:      1123.55872, best error:       977.94574 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 165.7389373779s, input_fired_time: 1.8311365843, output_fired_time: 1.5914403200, propagate_forward_time: 62.1340065002, propagate_backward_time: 96.6356353760, weight_update_time: 0.1702352464, other_time: 3.5467224121
epoch time: 13.9678363800s, input_fired_time: 0.2407794744, output_fired_time: 0.0000000000, propagate_forward_time: 13.0810585022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6459980011
validation[          , genome  7162] predictions:    9662/  10000 (96.62%), best:    9712/10000 (97.12%), error:      1042.65576, best error:       977.94574 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 166.3192596436s, input_fired_time: 1.8530191183, output_fired_time: 1.6022214890, propagate_forward_time: 61.7287712097, propagate_backward_time: 96.5797882080, weight_update_time: 0.1699199975, other_time: 4.5554656982
epoch time: 14.8887033463s, input_fired_time: 0.2308354676, output_fired_time: 0.0000000000, propagate_forward_time: 13.9940023422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6638650894
validation[          , genome  7162] predictions:    9689/  10000 (96.89%), best:    9712/10000 (97.12%), error:       980.45709, best error:       977.94574 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 183.1860198975s, input_fired_time: 2.0362732410, output_fired_time: 1.7442796230, propagate_forward_time: 67.6663513184, propagate_backward_time: 104.8941879272, weight_update_time: 0.1920396835, other_time: 6.8449325562
epoch time: 13.4694328308s, input_fired_time: 0.2315401882, output_fired_time: 0.0000000000, propagate_forward_time: 12.6185235977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6193695068
validation[          , genome  7162] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       949.45166, best error:       949.45166 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 166.0121765137s, input_fired_time: 1.8377990723, output_fired_time: 1.6014747620, propagate_forward_time: 62.3375015259, propagate_backward_time: 96.7183227539, weight_update_time: 0.1689596921, other_time: 3.5170822144
epoch time: 13.9689569473s, input_fired_time: 0.2357556522, output_fired_time: 0.0000000000, propagate_forward_time: 13.1039323807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6292686462
validation[          , genome  7162] predictions:    9653/  10000 (96.53%), best:    9709/10000 (97.09%), error:      1133.28662, best error:       949.45166 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 174.0437927246s, input_fired_time: 1.9510369301, output_fired_time: 1.6524298191, propagate_forward_time: 66.2186508179, propagate_backward_time: 100.5251998901, weight_update_time: 0.1697093695, other_time: 3.6964721680
epoch time: 12.6684045792s, input_fired_time: 0.2368850261, output_fired_time: 0.0000000000, propagate_forward_time: 11.8095512390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6219682693
validation[          , genome  7162] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       934.70526, best error:       934.70526 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 165.8504943848s, input_fired_time: 1.8370089531, output_fired_time: 1.5964229107, propagate_forward_time: 60.3713302612, propagate_backward_time: 97.5150070190, weight_update_time: 0.1700700372, other_time: 4.5307312012
epoch time: 12.7176885605s, input_fired_time: 0.2317298204, output_fired_time: 0.0000000000, propagate_forward_time: 11.8645391464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6214199066
validation[          , genome  7162] predictions:    9692/  10000 (96.92%), best:    9714/10000 (97.14%), error:       998.21722, best error:       934.70526 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 167.4179382324s, input_fired_time: 2.8534157276, output_fired_time: 1.6022768021, propagate_forward_time: 63.5254898071, propagate_backward_time: 95.8840789795, weight_update_time: 0.1828547567, other_time: 3.5526809692
epoch time: 14.0019769669s, input_fired_time: 0.2362585664, output_fired_time: 0.0000000000, propagate_forward_time: 12.1236543655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6420640945
validation[          , genome  7162] predictions:    9676/  10000 (96.76%), best:    9714/10000 (97.14%), error:      1048.54858, best error:       934.70526 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 165.1750335693s, input_fired_time: 1.8459092379, output_fired_time: 1.5920214653, propagate_forward_time: 61.5493736267, propagate_backward_time: 96.6168518066, weight_update_time: 0.1702148020, other_time: 3.5708618164
epoch time: 12.4551448822s, input_fired_time: 0.2317811549, output_fired_time: 0.0000000000, propagate_forward_time: 11.6114292145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6119346619
validation[          , genome  7162] predictions:    9665/  10000 (96.65%), best:    9714/10000 (97.14%), error:      1049.26428, best error:       934.70526 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 173.4919281006s, input_fired_time: 1.9251208305, output_fired_time: 1.6703764200, propagate_forward_time: 62.2982177734, propagate_backward_time: 102.9044799805, weight_update_time: 0.1703291386, other_time: 4.6937255859
epoch time: 16.0541706085s, input_fired_time: 0.2476271391, output_fired_time: 0.0000000000, propagate_forward_time: 15.0648202896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7417230606
validation[          , genome  7162] predictions:    9652/  10000 (96.52%), best:    9714/10000 (97.14%), error:      1087.08545, best error:       934.70526 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 167.4205474854s, input_fired_time: 1.8506253958, output_fired_time: 1.6167454720, propagate_forward_time: 64.1325607300, propagate_backward_time: 96.2089920044, weight_update_time: 0.1709375530, other_time: 3.6116180420
epoch time: 13.8538637161s, input_fired_time: 0.2380213588, output_fired_time: 0.0000000000, propagate_forward_time: 12.9863319397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6295108795
validation[          , genome  7162] predictions:    9682/  10000 (96.82%), best:    9714/10000 (97.14%), error:       995.54248, best error:       934.70526 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 165.2144165039s, input_fired_time: 1.8441462517, output_fired_time: 1.6011532545, propagate_forward_time: 61.2512168884, propagate_backward_time: 96.0677719116, weight_update_time: 0.1826588809, other_time: 4.4501266479
epoch time: 13.8057718277s, input_fired_time: 0.2457471788, output_fired_time: 0.0000000000, propagate_forward_time: 12.9422359467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6177883148
validation[          , genome  7162] predictions:    9709/  10000 (97.09%), best:    9714/10000 (97.14%), error:       937.01855, best error:       934.70526 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 171.5589447021s, input_fired_time: 3.8225274086, output_fired_time: 1.6755549908, propagate_forward_time: 64.1558990479, propagate_backward_time: 97.2409362793, weight_update_time: 0.1775447875, other_time: 4.6640319824
epoch time: 12.3517799377s, input_fired_time: 0.2317904234, output_fired_time: 0.0000000000, propagate_forward_time: 11.4860229492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6339664459
validation[          , genome  7162] predictions:    9704/  10000 (97.04%), best:    9714/10000 (97.14%), error:       953.64301, best error:       934.70526 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 167.3536987305s, input_fired_time: 1.8597606421, output_fired_time: 1.6045007706, propagate_forward_time: 63.4433708191, propagate_backward_time: 96.8739929199, weight_update_time: 0.1711912155, other_time: 3.5720672607
epoch time: 12.6125993729s, input_fired_time: 0.2366324663, output_fired_time: 0.0000000000, propagate_forward_time: 11.7526912689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6232757568
validation[          , genome  7162] predictions:    9700/  10000 (97.00%), best:    9714/10000 (97.14%), error:       990.99652, best error:       934.70526 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 172.9557647705s, input_fired_time: 1.9099365473, output_fired_time: 1.6507049799, propagate_forward_time: 63.7846565247, propagate_backward_time: 100.9029846191, weight_update_time: 0.1782738268, other_time: 4.7074737549
epoch time: 13.3839111328s, input_fired_time: 0.2313960940, output_fired_time: 0.0000000000, propagate_forward_time: 12.5301866531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6223287582
validation[          , genome  7162] predictions:    9666/  10000 (96.66%), best:    9714/10000 (97.14%), error:      1087.03320, best error:       934.70526 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 173.5828399658s, input_fired_time: 1.9328471422, output_fired_time: 1.6407232285, propagate_forward_time: 66.1968307495, propagate_backward_time: 99.0399169922, weight_update_time: 0.1765767634, other_time: 4.7725296021
epoch time: 15.4950599670s, input_fired_time: 0.2645375431, output_fired_time: 0.0000000000, propagate_forward_time: 14.5419588089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6885633469
validation[          , genome  7162] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       899.96283, best error:       899.96283 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 166.1693420410s, input_fired_time: 1.8503670692, output_fired_time: 1.5989502668, propagate_forward_time: 60.5297927856, propagate_backward_time: 98.6497421265, weight_update_time: 0.1704753041, other_time: 3.5404815674
epoch time: 13.9267416000s, input_fired_time: 0.2405703366, output_fired_time: 0.0000000000, propagate_forward_time: 13.0574979782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6286735535
validation[          , genome  7162] predictions:    9691/  10000 (96.91%), best:    9711/10000 (97.11%), error:       985.00616, best error:       899.96283 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 171.1784210205s, input_fired_time: 1.8799504042, output_fired_time: 1.6647719145, propagate_forward_time: 64.8009719849, propagate_backward_time: 99.1637191772, weight_update_time: 0.1707049310, other_time: 3.6690216064
epoch time: 12.6300439835s, input_fired_time: 0.2362120748, output_fired_time: 0.0000000000, propagate_forward_time: 11.7656431198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281890869
validation[          , genome  7162] predictions:    9716/  10000 (97.16%), best:    9711/10000 (97.11%), error:       904.17401, best error:       899.96283 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 178.5758209229s, input_fired_time: 1.9762084484, output_fired_time: 2.6999220848, propagate_forward_time: 65.5787353516, propagate_backward_time: 103.6239471436, weight_update_time: 0.1692965627, other_time: 4.6970062256
epoch time: 14.1603851318s, input_fired_time: 0.2424142808, output_fired_time: 0.0000000000, propagate_forward_time: 13.2734785080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6444921494
validation[          , genome  7162] predictions:    9724/  10000 (97.24%), best:    9711/10000 (97.11%), error:       950.87555, best error:       899.96283 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 165.4375152588s, input_fired_time: 1.8534203768, output_fired_time: 1.6104776859, propagate_forward_time: 60.1380729675, propagate_backward_time: 97.2510833740, weight_update_time: 0.1713877320, other_time: 4.5844573975
epoch time: 14.0481004715s, input_fired_time: 0.2414128482, output_fired_time: 0.0000000000, propagate_forward_time: 13.1606798172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6460075378
validation[          , genome  7162] predictions:    9728/  10000 (97.28%), best:    9711/10000 (97.11%), error:       952.94769, best error:       899.96283 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 165.3420715332s, input_fired_time: 1.8461970091, output_fired_time: 2.6015493870, propagate_forward_time: 65.1657409668, propagate_backward_time: 92.2144699097, weight_update_time: 0.1688669026, other_time: 3.5141220093
epoch time: 13.8292617798s, input_fired_time: 0.2406397760, output_fired_time: 0.0000000000, propagate_forward_time: 12.9375095367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6511125565
validation[          , genome  7162] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       862.77301, best error:       862.77301 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 164.9849700928s, input_fired_time: 1.8458402157, output_fired_time: 1.5926338434, propagate_forward_time: 62.2262649536, propagate_backward_time: 94.7539443970, weight_update_time: 0.1695217937, other_time: 4.5662841797
epoch time: 13.8367052078s, input_fired_time: 0.2413229495, output_fired_time: 0.0000000000, propagate_forward_time: 11.9558095932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6395730972
validation[          , genome  7162] predictions:    9720/  10000 (97.20%), best:    9743/10000 (97.43%), error:       925.95831, best error:       862.77301 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 165.1941680908s, input_fired_time: 1.8615009785, output_fired_time: 1.5956532955, propagate_forward_time: 62.8189888000, propagate_backward_time: 94.4617691040, weight_update_time: 0.1678964049, other_time: 4.4562606812
epoch time: 16.4132156372s, input_fired_time: 1.2750897408, output_fired_time: 0.0000000000, propagate_forward_time: 14.4499120712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6882143021
validation[          , genome  7162] predictions:    9705/  10000 (97.05%), best:    9743/10000 (97.43%), error:       981.31146, best error:       862.77301 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 178.7096862793s, input_fired_time: 1.9886097908, output_fired_time: 2.7195653915, propagate_forward_time: 64.8371124268, propagate_backward_time: 105.3759002686, weight_update_time: 0.1939157695, other_time: 3.7884979248
epoch time: 13.5139036179s, input_fired_time: 0.2346732318, output_fired_time: 0.0000000000, propagate_forward_time: 12.6398534775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6393766403
validation[          , genome  7162] predictions:    9691/  10000 (96.91%), best:    9743/10000 (97.43%), error:      1022.52002, best error:       862.77301 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 170.5756683350s, input_fired_time: 1.8944915533, output_fired_time: 1.6550744772, propagate_forward_time: 63.9605216980, propagate_backward_time: 99.2939834595, weight_update_time: 0.1784892678, other_time: 3.7715988159
epoch time: 13.9815044403s, input_fired_time: 0.2429629713, output_fired_time: 0.0000000000, propagate_forward_time: 13.1041746140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6343669891
validation[          , genome  7162] predictions:    9606/  10000 (96.06%), best:    9743/10000 (97.43%), error:      1239.28516, best error:       862.77301 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 165.3419342041s, input_fired_time: 2.8579947948, output_fired_time: 1.5940232277, propagate_forward_time: 59.0078086853, propagate_backward_time: 98.3734817505, weight_update_time: 0.1704355627, other_time: 3.5086135864
epoch time: 13.6537799835s, input_fired_time: 0.2355798036, output_fired_time: 0.0000000000, propagate_forward_time: 12.7903528214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6278476715
validation[          , genome  7162] predictions:    9709/  10000 (97.09%), best:    9743/10000 (97.43%), error:       944.32788, best error:       862.77301 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 168.9439392090s, input_fired_time: 1.9058043957, output_fired_time: 1.6261825562, propagate_forward_time: 63.5344467163, propagate_backward_time: 98.2763519287, weight_update_time: 0.1707351804, other_time: 3.6011581421
epoch time: 14.0123643875s, input_fired_time: 0.2409442216, output_fired_time: 0.0000000000, propagate_forward_time: 13.1389608383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6324596405
validation[          , genome  7162] predictions:    9694/  10000 (96.94%), best:    9743/10000 (97.43%), error:       944.41522, best error:       862.77301 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 165.7128448486s, input_fired_time: 1.8586856127, output_fired_time: 1.6152601242, propagate_forward_time: 61.3133049011, propagate_backward_time: 97.3882598877, weight_update_time: 0.1696859300, other_time: 3.5373229980
epoch time: 13.7661046982s, input_fired_time: 0.2398230880, output_fired_time: 0.0000000000, propagate_forward_time: 12.9122285843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6140527725
validation[          , genome  7162] predictions:    9668/  10000 (96.68%), best:    9743/10000 (97.43%), error:      1036.19727, best error:       862.77301 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 173.7770996094s, input_fired_time: 1.9317934513, output_fired_time: 1.6583840847, propagate_forward_time: 63.0121841431, propagate_backward_time: 103.5613632202, weight_update_time: 0.1704135984, other_time: 3.6133728027
epoch time: 12.3948116302s, input_fired_time: 0.2330072969, output_fired_time: 0.0000000000, propagate_forward_time: 11.5457620621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6160421371
validation[          , genome  7162] predictions:    9723/  10000 (97.23%), best:    9743/10000 (97.43%), error:       935.62830, best error:       862.77301 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 167.2851104736s, input_fired_time: 1.8565695286, output_fired_time: 1.5988919735, propagate_forward_time: 66.4037933350, propagate_backward_time: 93.9448242188, weight_update_time: 0.1696684361, other_time: 3.4810333252
epoch time: 12.4406089783s, input_fired_time: 0.2334676087, output_fired_time: 0.0000000000, propagate_forward_time: 11.6043834686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6027574539
validation[          , genome  7162] predictions:    9714/  10000 (97.14%), best:    9743/10000 (97.43%), error:       983.78546, best error:       862.77301 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 166.7606048584s, input_fired_time: 1.8616914749, output_fired_time: 1.6016300917, propagate_forward_time: 62.8817710876, propagate_backward_time: 96.9212722778, weight_update_time: 0.1694754213, other_time: 3.4942398071
epoch time: 13.8128747940s, input_fired_time: 0.2392474860, output_fired_time: 0.0000000000, propagate_forward_time: 12.9423532486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6312742233
validation[          , genome  7162] predictions:    9720/  10000 (97.20%), best:    9743/10000 (97.43%), error:       947.24249, best error:       862.77301 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 165.6340332031s, input_fired_time: 1.8471431732, output_fired_time: 1.6003540754, propagate_forward_time: 59.9556770325, propagate_backward_time: 98.7500305176, weight_update_time: 0.1693575084, other_time: 3.4808349609
epoch time: 20.3619098663s, input_fired_time: 1.3638182878, output_fired_time: 0.0000000000, propagate_forward_time: 18.0969524384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9011383057
validation[          , genome  7162] predictions:    9714/  10000 (97.14%), best:    9743/10000 (97.43%), error:       913.66425, best error:       862.77301 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 178.2644500732s, input_fired_time: 2.0060212612, output_fired_time: 2.7331101894, propagate_forward_time: 66.9131774902, propagate_backward_time: 102.7128295898, weight_update_time: 0.1847273707, other_time: 3.8993072510
epoch time: 12.6075124741s, input_fired_time: 0.2354834527, output_fired_time: 0.0000000000, propagate_forward_time: 11.7468614578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6251678467
validation[          , genome  7162] predictions:    9711/  10000 (97.11%), best:    9743/10000 (97.43%), error:       919.53296, best error:       862.77301 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 173.7166748047s, input_fired_time: 1.9154267311, output_fired_time: 1.6644793749, propagate_forward_time: 64.8950042725, propagate_backward_time: 101.5936279297, weight_update_time: 0.1763048917, other_time: 3.6481475830
epoch time: 14.0243043900s, input_fired_time: 0.2423873395, output_fired_time: 0.0000000000, propagate_forward_time: 13.1434020996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6385145187
validation[          , genome  7162] predictions:    9691/  10000 (96.91%), best:    9743/10000 (97.43%), error:      1005.79645, best error:       862.77301 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 170.2123107910s, input_fired_time: 1.9414657354, output_fired_time: 2.6352024078, propagate_forward_time: 64.3991241455, propagate_backward_time: 96.6876068115, weight_update_time: 0.1768618375, other_time: 4.5489044189
epoch time: 14.2127351761s, input_fired_time: 0.2455370128, output_fired_time: 0.0000000000, propagate_forward_time: 13.3293266296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6378717422
validation[          , genome  7162] predictions:    9728/  10000 (97.28%), best:    9743/10000 (97.43%), error:       883.42432, best error:       862.77301 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 171.6425170898s, input_fired_time: 1.8866622448, output_fired_time: 1.6500469446, propagate_forward_time: 66.5916213989, propagate_backward_time: 97.8983078003, weight_update_time: 0.1822683513, other_time: 3.6158905029
epoch time: 12.6423692703s, input_fired_time: 0.2341674268, output_fired_time: 0.0000000000, propagate_forward_time: 11.7938785553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6143236160
validation[          , genome  7162] predictions:    9697/  10000 (96.97%), best:    9743/10000 (97.43%), error:      1013.06482, best error:       862.77301 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 170.1106719971s, input_fired_time: 1.8878592253, output_fired_time: 2.6470079422, propagate_forward_time: 62.6948738098, propagate_backward_time: 99.3620376587, weight_update_time: 0.1705740094, other_time: 3.5188980103
epoch time: 13.7267732620s, input_fired_time: 0.2362141460, output_fired_time: 0.0000000000, propagate_forward_time: 12.8778047562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6127548218
validation[          , genome  7162] predictions:    9679/  10000 (96.79%), best:    9743/10000 (97.43%), error:      1040.69641, best error:       862.77301 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 166.4017944336s, input_fired_time: 1.8668372631, output_fired_time: 1.6107137203, propagate_forward_time: 62.6065521240, propagate_backward_time: 96.8044738770, weight_update_time: 0.1715123504, other_time: 3.5132141113
epoch time: 13.9315519333s, input_fired_time: 0.2411240339, output_fired_time: 0.0000000000, propagate_forward_time: 13.0654573441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6249704361
validation[          , genome  7162] predictions:    9725/  10000 (97.25%), best:    9743/10000 (97.43%), error:       927.18219, best error:       862.77301 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 170.2124786377s, input_fired_time: 1.9464976788, output_fired_time: 1.6458321810, propagate_forward_time: 63.1007156372, propagate_backward_time: 99.9779434204, weight_update_time: 0.1712699682, other_time: 3.5414886475
epoch time: 16.8145065308s, input_fired_time: 0.2585128546, output_fired_time: 0.0000000000, propagate_forward_time: 15.7840118408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7719821930
validation[          , genome  7162] predictions:    9726/  10000 (97.26%), best:    9743/10000 (97.43%), error:       898.28265, best error:       862.77301 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 184.6823120117s, input_fired_time: 2.0627415180, output_fired_time: 1.7777650356, propagate_forward_time: 67.0070648193, propagate_backward_time: 109.9476013184, weight_update_time: 0.2035593092, other_time: 3.8871307373
epoch time: 13.8199462891s, input_fired_time: 0.2392724156, output_fired_time: 0.0000000000, propagate_forward_time: 12.9559583664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6247158051
validation[          , genome  7162] predictions:    9660/  10000 (96.60%), best:    9743/10000 (97.43%), error:      1143.35486, best error:       862.77301 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 166.0136260986s, input_fired_time: 1.8582229614, output_fired_time: 1.6000455618, propagate_forward_time: 61.3757362366, propagate_backward_time: 97.7014923096, weight_update_time: 0.1691821814, other_time: 3.4781188965
epoch time: 13.9998121262s, input_fired_time: 0.2432801872, output_fired_time: 0.0000000000, propagate_forward_time: 13.1314048767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6251268387
validation[          , genome  7162] predictions:    9717/  10000 (97.17%), best:    9743/10000 (97.43%), error:       953.09369, best error:       862.77301 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 176.1029052734s, input_fired_time: 1.9475535154, output_fired_time: 1.6472996473, propagate_forward_time: 65.1191177368, propagate_backward_time: 103.6200180054, weight_update_time: 0.1842399538, other_time: 3.7689208984
epoch time: 12.6508531570s, input_fired_time: 0.2347153574, output_fired_time: 0.0000000000, propagate_forward_time: 11.8057098389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6104278564
validation[          , genome  7162] predictions:    9694/  10000 (96.94%), best:    9743/10000 (97.43%), error:       978.52673, best error:       862.77301 on epoch:    53, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 185.9311065674s, input_fired_time: 2.0654463768, output_fired_time: 1.8287472725, propagate_forward_time: 68.9174957275, propagate_backward_time: 109.2655181885, weight_update_time: 0.1828025281, other_time: 3.8538970947
epoch time: 12.4750394821s, input_fired_time: 0.2341591418, output_fired_time: 0.0000000000, propagate_forward_time: 11.6374320984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6034479141
validation[          , genome  7162] predictions:    9710/  10000 (97.10%), best:    9743/10000 (97.43%), error:       977.89636, best error:       862.77301 on epoch:    53, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 165.7503356934s, input_fired_time: 1.8727635145, output_fired_time: 1.5990772247, propagate_forward_time: 62.3549385071, propagate_backward_time: 95.4079360962, weight_update_time: 0.1701652706, other_time: 4.5156326294
epoch time: 12.5466594696s, input_fired_time: 0.2368035167, output_fired_time: 0.0000000000, propagate_forward_time: 11.7014951706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6083612442
validation[          , genome  7162] predictions:    9722/  10000 (97.22%), best:    9743/10000 (97.43%), error:       904.82825, best error:       862.77301 on epoch:    53, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 166.8106079102s, input_fired_time: 1.8967789412, output_fired_time: 1.6064658165, propagate_forward_time: 60.7562866211, propagate_backward_time: 99.0249023438, weight_update_time: 0.1701155156, other_time: 3.5261840820
epoch time: 13.5213193893s, input_fired_time: 0.2348472327, output_fired_time: 0.0000000000, propagate_forward_time: 12.6681127548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6183595657
validation[          , genome  7162] predictions:    9651/  10000 (96.51%), best:    9743/10000 (97.43%), error:      1120.17212, best error:       862.77301 on epoch:    53, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 166.3654632568s, input_fired_time: 1.8670940399, output_fired_time: 1.6033477783, propagate_forward_time: 63.6611061096, propagate_backward_time: 94.7152709961, weight_update_time: 0.1699053943, other_time: 4.5186462402
epoch time: 13.8812961578s, input_fired_time: 0.2419283688, output_fired_time: 0.0000000000, propagate_forward_time: 13.0116090775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6277589798
validation[          , genome  7162] predictions:    9701/  10000 (97.01%), best:    9743/10000 (97.43%), error:       967.17090, best error:       862.77301 on epoch:    53, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 165.9831542969s, input_fired_time: 1.8577758074, output_fired_time: 1.5898817778, propagate_forward_time: 62.5889282227, propagate_backward_time: 96.4837188721, weight_update_time: 0.1679355055, other_time: 3.4628601074
epoch time: 13.6150598526s, input_fired_time: 0.2409265786, output_fired_time: 0.0000000000, propagate_forward_time: 12.7491655350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6249675751
validation[          , genome  7162] predictions:    9677/  10000 (96.77%), best:    9743/10000 (97.43%), error:      1080.85620, best error:       862.77301 on epoch:    53, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 175.4837951660s, input_fired_time: 2.0081214905, output_fired_time: 1.7087247372, propagate_forward_time: 65.9850082397, propagate_backward_time: 101.1321334839, weight_update_time: 0.1879645586, other_time: 4.6498107910
epoch time: 13.9946022034s, input_fired_time: 0.2421615571, output_fired_time: 0.0000000000, propagate_forward_time: 13.0939340591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6585063934
validation[          , genome  7162] predictions:    9697/  10000 (96.97%), best:    9743/10000 (97.43%), error:       991.42029, best error:       862.77301 on epoch:    53, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 172.0052795410s, input_fired_time: 1.9103823900, output_fired_time: 1.6310954094, propagate_forward_time: 64.2680511475, propagate_backward_time: 100.6228637695, weight_update_time: 0.1704013795, other_time: 3.5728912354
epoch time: 14.5934934616s, input_fired_time: 0.2594614625, output_fired_time: 0.0000000000, propagate_forward_time: 13.5950641632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7389678955
validation[          , genome  7162] predictions:    9685/  10000 (96.85%), best:    9743/10000 (97.43%), error:      1018.66443, best error:       862.77301 on epoch:    53, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 172.9617767334s, input_fired_time: 1.9280885458, output_fired_time: 1.7203623056, propagate_forward_time: 63.4101791382, propagate_backward_time: 102.2469635010, weight_update_time: 0.1702573001, other_time: 3.6561813354
epoch time: 13.8516979218s, input_fired_time: 0.2424924523, output_fired_time: 0.0000000000, propagate_forward_time: 12.9815692902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6276359558
validation[          , genome  7162] predictions:    9715/  10000 (97.15%), best:    9743/10000 (97.43%), error:       910.59741, best error:       862.77301 on epoch:    53, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 166.2580718994s, input_fired_time: 1.8638854027, output_fired_time: 1.5998721123, propagate_forward_time: 61.2791442871, propagate_backward_time: 98.0194168091, weight_update_time: 0.1686240286, other_time: 3.4957504272
epoch time: 13.8402223587s, input_fired_time: 0.2402165234, output_fired_time: 0.0000000000, propagate_forward_time: 12.9782514572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6217546463
validation[          , genome  7162] predictions:    9731/  10000 (97.31%), best:    9743/10000 (97.43%), error:       895.84192, best error:       862.77301 on epoch:    53, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 165.6688995361s, input_fired_time: 1.8660119772, output_fired_time: 1.5967962742, propagate_forward_time: 63.4259757996, propagate_backward_time: 95.2848968506, weight_update_time: 0.1683533639, other_time: 3.4952087402
epoch time: 13.9496335983s, input_fired_time: 0.2394336462, output_fired_time: 0.0000000000, propagate_forward_time: 13.0926408768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6175594330
validation[          , genome  7162] predictions:    9731/  10000 (97.31%), best:    9743/10000 (97.43%), error:       892.32037, best error:       862.77301 on epoch:    53, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 169.3507385254s, input_fired_time: 1.8803033829, output_fired_time: 2.6225862503, propagate_forward_time: 63.4009399414, propagate_backward_time: 97.8636856079, weight_update_time: 0.1710538417, other_time: 3.5832138062
epoch time: 20.8569660187s, input_fired_time: 0.3123640120, output_fired_time: 0.0000000000, propagate_forward_time: 18.6006832123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9439182281
validation[          , genome  7162] predictions:    9699/  10000 (96.99%), best:    9743/10000 (97.43%), error:      1002.67035, best error:       862.77301 on epoch:    53, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 170.8934936523s, input_fired_time: 1.9391607046, output_fired_time: 1.6791105270, propagate_forward_time: 61.2695465088, propagate_backward_time: 102.3934478760, weight_update_time: 0.1702362150, other_time: 3.6122283936
epoch time: 13.9004678726s, input_fired_time: 0.2437033951, output_fired_time: 0.0000000000, propagate_forward_time: 13.0265913010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6301727295
validation[          , genome  7162] predictions:    9694/  10000 (96.94%), best:    9743/10000 (97.43%), error:       976.95428, best error:       862.77301 on epoch:    53, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 172.1053924561s, input_fired_time: 1.9654045105, output_fired_time: 1.6299068928, propagate_forward_time: 64.3549804688, propagate_backward_time: 100.5122909546, weight_update_time: 0.1932940930, other_time: 3.6427993774
epoch time: 13.7468786240s, input_fired_time: 1.2496844530, output_fired_time: 0.0000000000, propagate_forward_time: 11.8696193695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6275749207
validation[          , genome  7162] predictions:    9709/  10000 (97.09%), best:    9743/10000 (97.43%), error:       936.03082, best error:       862.77301 on epoch:    53, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 173.8592071533s, input_fired_time: 1.9328898191, output_fired_time: 1.6803995371, propagate_forward_time: 66.0699005127, propagate_backward_time: 100.5486068726, weight_update_time: 0.1695012152, other_time: 3.6274032593
epoch time: 13.8344516754s, input_fired_time: 0.2469640523, output_fired_time: 0.0000000000, propagate_forward_time: 12.9574842453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6300029755
validation[          , genome  7162] predictions:    9736/  10000 (97.36%), best:    9743/10000 (97.43%), error:       932.41101, best error:       862.77301 on epoch:    53, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 168.5757446289s, input_fired_time: 1.8930995464, output_fired_time: 1.6309071779, propagate_forward_time: 62.6753196716, propagate_backward_time: 98.7384185791, weight_update_time: 0.1707097590, other_time: 3.6380004883
epoch time: 13.9426918030s, input_fired_time: 0.2422124147, output_fired_time: 0.0000000000, propagate_forward_time: 13.0690183640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6314611435
validation[          , genome  7162] predictions:    9668/  10000 (96.68%), best:    9743/10000 (97.43%), error:      1105.06848, best error:       862.77301 on epoch:    53, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 166.5946655273s, input_fired_time: 1.9291723967, output_fired_time: 1.6072947979, propagate_forward_time: 63.6341629028, propagate_backward_time: 95.9287872314, weight_update_time: 0.1692500263, other_time: 3.4952468872
epoch time: 13.8049488068s, input_fired_time: 0.2418248504, output_fired_time: 0.0000000000, propagate_forward_time: 12.9390201569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6241035461
validation[          , genome  7162] predictions:    9688/  10000 (96.88%), best:    9743/10000 (97.43%), error:      1018.84973, best error:       862.77301 on epoch:    53, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 166.2170715332s, input_fired_time: 1.8737627268, output_fired_time: 1.6031733751, propagate_forward_time: 62.6517181396, propagate_backward_time: 96.5743331909, weight_update_time: 0.1703921258, other_time: 3.5140762329
epoch time: 13.8653640747s, input_fired_time: 0.2415418774, output_fired_time: 0.0000000000, propagate_forward_time: 13.0003423691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6234798431
validation[          , genome  7162] predictions:    9703/  10000 (97.03%), best:    9743/10000 (97.43%), error:       953.13489, best error:       862.77301 on epoch:    53, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 171.8488159180s, input_fired_time: 4.0463466644, output_fired_time: 1.6229388714, propagate_forward_time: 64.8388671875, propagate_backward_time: 97.7303009033, weight_update_time: 0.1795825511, other_time: 3.6103668213
epoch time: 16.1827602386s, input_fired_time: 0.2464596182, output_fired_time: 0.0000000000, propagate_forward_time: 15.1484746933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7878255844
validation[          , genome  7162] predictions:    9708/  10000 (97.08%), best:    9743/10000 (97.43%), error:       956.74231, best error:       862.77301 on epoch:    53, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 169.6884155273s, input_fired_time: 1.8922286034, output_fired_time: 1.6172416210, propagate_forward_time: 64.3868408203, propagate_backward_time: 98.1742782593, weight_update_time: 0.1712948084, other_time: 3.6178207397
epoch time: 12.6795892715s, input_fired_time: 0.2399854213, output_fired_time: 0.0000000000, propagate_forward_time: 11.8261947632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6134090424
validation[          , genome  7162] predictions:    9723/  10000 (97.23%), best:    9743/10000 (97.43%), error:       882.53406, best error:       862.77301 on epoch:    53, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 174.3556060791s, input_fired_time: 1.9535253048, output_fired_time: 1.6846413612, propagate_forward_time: 63.1942710876, propagate_backward_time: 103.9437942505, weight_update_time: 0.1820637584, other_time: 3.5793685913
epoch time: 13.9142265320s, input_fired_time: 0.2447306812, output_fired_time: 0.0000000000, propagate_forward_time: 13.0444164276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6250791550
validation[          , genome  7162] predictions:    9711/  10000 (97.11%), best:    9743/10000 (97.43%), error:       954.37903, best error:       862.77301 on epoch:    53, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 166.4910736084s, input_fired_time: 1.8900207281, output_fired_time: 1.6095809937, propagate_forward_time: 59.7398567200, propagate_backward_time: 99.7394104004, weight_update_time: 0.1690907180, other_time: 3.5122222900
epoch time: 14.0815925598s, input_fired_time: 0.2445517629, output_fired_time: 0.0000000000, propagate_forward_time: 13.1933364868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6437044144
validation[          , genome  7162] predictions:    9717/  10000 (97.17%), best:    9743/10000 (97.43%), error:       943.62097, best error:       862.77301 on epoch:    53, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 178.2565612793s, input_fired_time: 1.9874767065, output_fired_time: 1.6860854626, propagate_forward_time: 67.0553894043, propagate_backward_time: 103.7962265015, weight_update_time: 0.1780366749, other_time: 3.7313919067
epoch time: 12.6622352600s, input_fired_time: 0.2454264760, output_fired_time: 0.0000000000, propagate_forward_time: 11.7996206284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6171884537
validation[          , genome  7162] predictions:    9632/  10000 (96.32%), best:    9743/10000 (97.43%), error:      1225.66589, best error:       862.77301 on epoch:    53, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 168.1091308594s, input_fired_time: 1.8842730522, output_fired_time: 2.5177924633, propagate_forward_time: 62.8673744202, propagate_backward_time: 97.3151779175, weight_update_time: 0.1702533662, other_time: 3.5245132446
epoch time: 13.9693708420s, input_fired_time: 0.2442566156, output_fired_time: 0.0000000000, propagate_forward_time: 13.0947751999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6303386688
validation[          , genome  7162] predictions:    9728/  10000 (97.28%), best:    9743/10000 (97.43%), error:       921.28131, best error:       862.77301 on epoch:    53, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 181.7253570557s, input_fired_time: 2.0893299580, output_fired_time: 1.7409160137, propagate_forward_time: 70.3836975098, propagate_backward_time: 103.7283554077, weight_update_time: 0.2013224810, other_time: 3.7830581665
epoch time: 18.6648845673s, input_fired_time: 0.3337565064, output_fired_time: 0.0000000000, propagate_forward_time: 17.4527053833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8784217834
validation[          , genome  7162] predictions:    9713/  10000 (97.13%), best:    9743/10000 (97.43%), error:       930.33203, best error:       862.77301 on epoch:    53, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 171.6433563232s, input_fired_time: 1.9449410439, output_fired_time: 1.6367341280, propagate_forward_time: 65.5704574585, propagate_backward_time: 98.8515319824, weight_update_time: 0.1708931178, other_time: 3.6396865845
epoch time: 13.8976993561s, input_fired_time: 0.2469912618, output_fired_time: 0.0000000000, propagate_forward_time: 13.0244941711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6262140274
validation[          , genome  7162] predictions:    9734/  10000 (97.34%), best:    9743/10000 (97.43%), error:       890.04510, best error:       862.77301 on epoch:    53, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 167.9987487793s, input_fired_time: 1.8983449936, output_fired_time: 1.6121162176, propagate_forward_time: 61.1965255737, propagate_backward_time: 99.6752700806, weight_update_time: 0.1724144220, other_time: 3.6164855957
epoch time: 13.7678127289s, input_fired_time: 0.2438088655, output_fired_time: 0.0000000000, propagate_forward_time: 12.9017877579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6222162247
validation[          , genome  7162] predictions:    9735/  10000 (97.35%), best:    9743/10000 (97.43%), error:       911.89886, best error:       862.77301 on epoch:    53, 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: 66.6741714478s, input_fired_time: 1.1941813231, output_fired_time: 0.0000000000, propagate_forward_time: 62.2390480042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2409400940
best training[          , genome  7162] predictions:   49335/  50000 (98.67%), best:    9743/10000 (97.43%), error:      2380.13696, best error:       862.77301 on epoch:    53, 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: 13.9102439880s, input_fired_time: 0.2397083193, output_fired_time: 0.0000000000, propagate_forward_time: 13.0391225815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6314134598
   testing[          , genome  7162] predictions:    9741/  10000 (97.41%), best:    9743/10000 (97.43%), error:       814.15601, best error:       862.77301 on epoch:    53, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:37:23 (10984): called boinc_finish(0)

</stderr_txt>
]]>