Nameexact_genome_1512568488_41_7105_1
Workunit2606817
Created7 Dec 2017, 23:55:19 UTC
Sent8 Dec 2017, 0:00:06 UTC
Report deadline20 Dec 2017, 18:51:45 UTC
Received8 Dec 2017, 13:24:59 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52260
Run time4 hours 6 min 23 sec
CPU time4 hours 2 min 28 sec
Validate stateValid
Credit3,196.47
Device peak FLOPS4.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.87 MB
Peak swap size159.82 MB
Peak disk usage2.15 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
dictions:    9680/  10000 (96.80%), best:    9715/10000 (97.15%), error:      1070.18726, best error:       966.30298 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 133.4240875244s, input_fired_time: 1.3342328072, output_fired_time: 1.1217747927, propagate_forward_time: 51.5102233887, propagate_backward_time: 77.5327835083, weight_update_time: 0.1106223688, other_time: 1.9250717163
epoch time: 10.5077562332s, input_fired_time: 0.1542202681, output_fired_time: 0.0000000000, propagate_forward_time: 10.0232515335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3302841187
validation[          , genome  7105] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       888.51685, best error:       888.51685 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 133.6761932373s, input_fired_time: 1.3288396597, output_fired_time: 1.1403419971, propagate_forward_time: 51.3408546448, propagate_backward_time: 77.9511566162, weight_update_time: 0.1099008173, other_time: 1.9150085449
epoch time: 10.8302297592s, input_fired_time: 0.1571166813, output_fired_time: 0.0000000000, propagate_forward_time: 10.3389186859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3341941833
validation[          , genome  7105] predictions:    9706/  10000 (97.06%), best:    9722/10000 (97.22%), error:      1017.99658, best error:       888.51685 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 133.8806304932s, input_fired_time: 1.3334903717, output_fired_time: 1.1247590780, propagate_forward_time: 51.6648559570, propagate_backward_time: 77.8369903564, weight_update_time: 0.1099092141, other_time: 1.9205322266
epoch time: 10.6252632141s, input_fired_time: 0.1561604440, output_fired_time: 0.0000000000, propagate_forward_time: 10.1392841339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3298187256
validation[          , genome  7105] predictions:    9680/  10000 (96.80%), best:    9722/10000 (97.22%), error:      1125.22937, best error:       888.51685 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 133.3914337158s, input_fired_time: 1.3351733685, output_fired_time: 1.1213440895, propagate_forward_time: 51.3068885803, propagate_backward_time: 77.7195739746, weight_update_time: 0.1086442322, other_time: 1.9084625244
epoch time: 11.0540008545s, input_fired_time: 0.1605531424, output_fired_time: 0.0000000000, propagate_forward_time: 10.5525207520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3409271240
validation[          , genome  7105] predictions:    9715/  10000 (97.15%), best:    9722/10000 (97.22%), error:       969.64667, best error:       888.51685 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 132.4159088135s, input_fired_time: 1.3273947239, output_fired_time: 1.1144229174, propagate_forward_time: 50.6968688965, propagate_backward_time: 77.3543930054, weight_update_time: 0.1096676812, other_time: 1.9228286743
epoch time: 10.1809616089s, input_fired_time: 0.1527864337, output_fired_time: 0.0000000000, propagate_forward_time: 9.7014904022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266849518
validation[          , genome  7105] predictions:    9665/  10000 (96.65%), best:    9722/10000 (97.22%), error:      1066.96143, best error:       888.51685 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 133.1203918457s, input_fired_time: 1.3392729759, output_fired_time: 1.1151517630, propagate_forward_time: 51.4849472046, propagate_backward_time: 77.2519454956, weight_update_time: 0.1093060300, other_time: 1.9290618896
epoch time: 10.3158617020s, input_fired_time: 0.1540151983, output_fired_time: 0.0000000000, propagate_forward_time: 9.8304758072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3313703537
validation[          , genome  7105] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       861.64856, best error:       861.64856 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 132.3452148438s, input_fired_time: 1.3314635754, output_fired_time: 1.1202017069, propagate_forward_time: 50.8620910645, propagate_backward_time: 77.1230392456, weight_update_time: 0.1090824306, other_time: 1.9084091187
epoch time: 10.6874141693s, input_fired_time: 0.1575337499, output_fired_time: 0.0000000000, propagate_forward_time: 10.1928386688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370418549
validation[          , genome  7105] predictions:    9745/  10000 (97.45%), best:    9746/10000 (97.46%), error:       890.73572, best error:       861.64856 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 133.7302398682s, input_fired_time: 1.3430057764, output_fired_time: 1.1243443489, propagate_forward_time: 51.5523681641, propagate_backward_time: 77.7791595459, weight_update_time: 0.1114514396, other_time: 1.9313659668
epoch time: 10.7817420959s, input_fired_time: 0.1598079801, output_fired_time: 0.0000000000, propagate_forward_time: 10.2804937363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3414402008
validation[          , genome  7105] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       808.99152, best error:       808.99152 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 133.7534179688s, input_fired_time: 1.3492586613, output_fired_time: 1.1109937429, propagate_forward_time: 51.9495925903, propagate_backward_time: 77.4291839600, weight_update_time: 0.1104888543, other_time: 1.9143905640
epoch time: 10.7559700012s, input_fired_time: 0.1611500084, output_fired_time: 0.0000000000, propagate_forward_time: 10.2550964355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3397235870
validation[          , genome  7105] predictions:    9746/  10000 (97.46%), best:    9765/10000 (97.65%), error:       836.87378, best error:       808.99152 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 135.5012969971s, input_fired_time: 1.3584053516, output_fired_time: 1.1398223639, propagate_forward_time: 52.3382263184, propagate_backward_time: 78.7434692383, weight_update_time: 0.1116879508, other_time: 1.9213867188
epoch time: 11.1757154465s, input_fired_time: 0.1623324305, output_fired_time: 0.0000000000, propagate_forward_time: 10.6772089005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3361740112
validation[          , genome  7105] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       797.73242, best error:       797.73242 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 134.0974273682s, input_fired_time: 1.3444582224, output_fired_time: 1.1415771246, propagate_forward_time: 51.6771354675, propagate_backward_time: 78.0054779053, weight_update_time: 0.1102214381, other_time: 1.9287872314
epoch time: 10.5267448425s, input_fired_time: 0.1566194147, output_fired_time: 0.0000000000, propagate_forward_time: 10.0398483276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3302774429
validation[          , genome  7105] predictions:    9735/  10000 (97.35%), best:    9778/10000 (97.78%), error:       845.92596, best error:       797.73242 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 132.5759277344s, input_fired_time: 1.3407511711, output_fired_time: 1.1179620028, propagate_forward_time: 51.4385604858, propagate_backward_time: 76.7524261475, weight_update_time: 0.1099308878, other_time: 1.9262313843
epoch time: 10.4012422562s, input_fired_time: 0.1552692056, output_fired_time: 0.0000000000, propagate_forward_time: 9.9082031250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3377695084
validation[          , genome  7105] predictions:    9718/  10000 (97.18%), best:    9778/10000 (97.78%), error:       908.69537, best error:       797.73242 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 132.8782958984s, input_fired_time: 1.3440483809, output_fired_time: 1.1200428009, propagate_forward_time: 51.2717628479, propagate_backward_time: 77.2176895142, weight_update_time: 0.1089909896, other_time: 1.9247512817
epoch time: 9.5814371109s, input_fired_time: 0.1484328210, output_fired_time: 0.0000000000, propagate_forward_time: 9.1086635590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3243408203
validation[          , genome  7105] predictions:    9756/  10000 (97.56%), best:    9778/10000 (97.78%), error:       846.44641, best error:       797.73242 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 132.6693267822s, input_fired_time: 1.3381301165, output_fired_time: 1.1192971468, propagate_forward_time: 50.9792709351, propagate_backward_time: 77.3208465576, weight_update_time: 0.1079262346, other_time: 1.9117813110
epoch time: 9.5492544174s, input_fired_time: 0.1483888924, output_fired_time: 0.0000000000, propagate_forward_time: 9.0768823624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3239831924
validation[          , genome  7105] predictions:    9759/  10000 (97.59%), best:    9778/10000 (97.78%), error:       804.37939, best error:       797.73242 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 132.6147155762s, input_fired_time: 1.3389449120, output_fired_time: 1.1186403036, propagate_forward_time: 50.9733772278, propagate_backward_time: 77.2695388794, weight_update_time: 0.1088722572, other_time: 1.9142227173
epoch time: 10.1948719025s, input_fired_time: 0.1546952724, output_fired_time: 0.0000000000, propagate_forward_time: 9.7116565704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3285198212
validation[          , genome  7105] predictions:    9734/  10000 (97.34%), best:    9778/10000 (97.78%), error:       874.10571, best error:       797.73242 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 133.6794891357s, input_fired_time: 1.3465290070, output_fired_time: 1.1283344030, propagate_forward_time: 51.4962921143, propagate_backward_time: 77.7804260254, weight_update_time: 0.1109298915, other_time: 1.9279022217
epoch time: 10.7508707047s, input_fired_time: 0.1600392461, output_fired_time: 0.0000000000, propagate_forward_time: 10.2580852509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3327465057
validation[          , genome  7105] predictions:    9738/  10000 (97.38%), best:    9778/10000 (97.78%), error:       872.39996, best error:       797.73242 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 132.7483978271s, input_fired_time: 1.3435826302, output_fired_time: 1.1176782846, propagate_forward_time: 50.9234542847, propagate_backward_time: 77.4328384399, weight_update_time: 0.1096576452, other_time: 1.9308471680
epoch time: 10.5364580154s, input_fired_time: 0.1568365842, output_fired_time: 0.0000000000, propagate_forward_time: 10.0438919067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3357295990
validation[          , genome  7105] predictions:    9745/  10000 (97.45%), best:    9778/10000 (97.78%), error:       877.54242, best error:       797.73242 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 134.4864959717s, input_fired_time: 1.3539253473, output_fired_time: 1.1211332083, propagate_forward_time: 51.9085731506, propagate_backward_time: 78.1948165894, weight_update_time: 0.1111259237, other_time: 1.9080429077
epoch time: 10.6845569611s, input_fired_time: 0.1589954495, output_fired_time: 0.0000000000, propagate_forward_time: 10.1850299835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405313492
validation[          , genome  7105] predictions:    9729/  10000 (97.29%), best:    9778/10000 (97.78%), error:       873.32758, best error:       797.73242 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 132.9539489746s, input_fired_time: 1.3432195187, output_fired_time: 1.1112796068, propagate_forward_time: 50.9524154663, propagate_backward_time: 77.6179504395, weight_update_time: 0.1106391996, other_time: 1.9290847778
epoch time: 10.8830165863s, input_fired_time: 0.1625303328, output_fired_time: 0.0000000000, propagate_forward_time: 10.3810300827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394565582
validation[          , genome  7105] predictions:    9738/  10000 (97.38%), best:    9778/10000 (97.78%), error:       831.87488, best error:       797.73242 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 132.8716278076s, input_fired_time: 1.3393608332, output_fired_time: 1.1205893755, propagate_forward_time: 50.9127578735, propagate_backward_time: 77.5761108398, weight_update_time: 0.1101817936, other_time: 1.9228134155
epoch time: 10.5841426849s, input_fired_time: 0.1582129598, output_fired_time: 0.0000000000, propagate_forward_time: 10.0840597153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3418703079
validation[          , genome  7105] predictions:    9727/  10000 (97.27%), best:    9778/10000 (97.78%), error:       921.24988, best error:       797.73242 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 133.6842803955s, input_fired_time: 1.3475545645, output_fired_time: 1.1278975010, propagate_forward_time: 51.4516067505, propagate_backward_time: 77.8254089355, weight_update_time: 0.1102263033, other_time: 1.9318161011
epoch time: 10.6316232681s, input_fired_time: 0.1594655216, output_fired_time: 0.0000000000, propagate_forward_time: 10.1463222504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3258352280
validation[          , genome  7105] predictions:    9709/  10000 (97.09%), best:    9778/10000 (97.78%), error:       923.00916, best error:       797.73242 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 132.6257781982s, input_fired_time: 1.3421993256, output_fired_time: 1.1198302507, propagate_forward_time: 50.8256454468, propagate_backward_time: 77.4124450684, weight_update_time: 0.1091989130, other_time: 1.9256668091
epoch time: 10.5551757813s, input_fired_time: 0.1587842405, output_fired_time: 0.0000000000, propagate_forward_time: 10.0687093735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3276824951
validation[          , genome  7105] predictions:    9729/  10000 (97.29%), best:    9778/10000 (97.78%), error:       836.39301, best error:       797.73242 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 133.0755920410s, input_fired_time: 1.3473244905, output_fired_time: 1.1181403399, propagate_forward_time: 50.9643478394, propagate_backward_time: 77.7313690186, weight_update_time: 0.1090297252, other_time: 1.9144210815
epoch time: 10.6678314209s, input_fired_time: 0.1602584869, output_fired_time: 0.0000000000, propagate_forward_time: 10.1770715714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305015564
validation[          , genome  7105] predictions:    9740/  10000 (97.40%), best:    9778/10000 (97.78%), error:       857.61896, best error:       797.73242 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 133.1551971436s, input_fired_time: 1.3536965847, output_fired_time: 1.1222989559, propagate_forward_time: 51.5465545654, propagate_backward_time: 77.2185974121, weight_update_time: 0.1104220450, other_time: 1.9140472412
epoch time: 10.6857786179s, input_fired_time: 0.1598881185, output_fired_time: 0.0000000000, propagate_forward_time: 10.1970405579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3288497925
validation[          , genome  7105] predictions:    9733/  10000 (97.33%), best:    9778/10000 (97.78%), error:       864.55658, best error:       797.73242 on epoch:    24, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 133.2048797607s, input_fired_time: 1.3477997780, output_fired_time: 1.1137604713, propagate_forward_time: 51.1614418030, propagate_backward_time: 77.6640319824, weight_update_time: 0.1094994172, other_time: 1.9178619385
epoch time: 11.0543689728s, input_fired_time: 0.1633919775, output_fired_time: 0.0000000000, propagate_forward_time: 10.5596914291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3312854767
validation[          , genome  7105] predictions:    9767/  10000 (97.67%), best:    9778/10000 (97.78%), error:       804.52155, best error:       797.73242 on epoch:    24, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 134.0309906006s, input_fired_time: 1.3546392918, output_fired_time: 1.1310193539, propagate_forward_time: 51.7091484070, propagate_backward_time: 77.9184875488, weight_update_time: 0.1096788198, other_time: 1.9176940918
epoch time: 10.8176221848s, input_fired_time: 0.1602987945, output_fired_time: 0.0000000000, propagate_forward_time: 10.3092336655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480901718
validation[          , genome  7105] predictions:    9760/  10000 (97.60%), best:    9778/10000 (97.78%), error:       844.76764, best error:       797.73242 on epoch:    24, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 133.0046081543s, input_fired_time: 1.3492639065, output_fired_time: 1.1081023216, propagate_forward_time: 51.1980285645, propagate_backward_time: 77.4153289795, weight_update_time: 0.1105151698, other_time: 1.9338836670
epoch time: 10.7006025314s, input_fired_time: 0.1603232324, output_fired_time: 0.0000000000, propagate_forward_time: 10.2043523788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359270096
validation[          , genome  7105] predictions:    9770/  10000 (97.70%), best:    9778/10000 (97.78%), error:       810.30524, best error:       797.73242 on epoch:    24, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 133.0923919678s, input_fired_time: 1.3426637650, output_fired_time: 1.1200448275, propagate_forward_time: 51.0865707397, propagate_backward_time: 77.6067428589, weight_update_time: 0.1102404892, other_time: 1.9363708496
epoch time: 10.4422502518s, input_fired_time: 0.1576540023, output_fired_time: 0.0000000000, propagate_forward_time: 9.9548435211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3297529221
validation[          , genome  7105] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       791.95538, best error:       791.95538 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 132.5448913574s, input_fired_time: 1.3440778255, output_fired_time: 1.1004947424, propagate_forward_time: 51.0391159058, propagate_backward_time: 77.1177444458, weight_update_time: 0.1105295643, other_time: 1.9434661865
epoch time: 11.0407543182s, input_fired_time: 0.1639675498, output_fired_time: 0.0000000000, propagate_forward_time: 10.5344085693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423786163
validation[          , genome  7105] predictions:    9746/  10000 (97.46%), best:    9748/10000 (97.48%), error:       835.81958, best error:       791.95538 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 133.7243652344s, input_fired_time: 1.3539072275, output_fired_time: 1.1186995506, propagate_forward_time: 51.5895576477, propagate_backward_time: 77.7218017578, weight_update_time: 0.1103678569, other_time: 1.9403991699
epoch time: 10.7716531754s, input_fired_time: 0.1613524705, output_fired_time: 0.0000000000, propagate_forward_time: 10.2692298889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410711288
validation[          , genome  7105] predictions:    9719/  10000 (97.19%), best:    9748/10000 (97.48%), error:       908.64319, best error:       791.95538 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 131.1357727051s, input_fired_time: 1.3372806311, output_fired_time: 1.0982496738, propagate_forward_time: 50.2693252563, propagate_backward_time: 76.5125579834, weight_update_time: 0.1101411581, other_time: 1.9183578491
epoch time: 9.9084005356s, input_fired_time: 0.1540097296, output_fired_time: 0.0000000000, propagate_forward_time: 9.4285573959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3258333206
validation[          , genome  7105] predictions:    9719/  10000 (97.19%), best:    9748/10000 (97.48%), error:       918.70032, best error:       791.95538 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 132.7960662842s, input_fired_time: 1.3550493717, output_fired_time: 1.1026892662, propagate_forward_time: 51.4769439697, propagate_backward_time: 76.9430618286, weight_update_time: 0.1080772206, other_time: 1.9183120728
epoch time: 10.8147325516s, input_fired_time: 0.1627589166, output_fired_time: 0.0000000000, propagate_forward_time: 10.3153648376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3366088867
validation[          , genome  7105] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       729.68884, best error:       729.68884 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 135.4964447021s, input_fired_time: 1.3679993153, output_fired_time: 1.1380201578, propagate_forward_time: 52.4453849792, propagate_backward_time: 78.6382598877, weight_update_time: 0.1117729470, other_time: 1.9067840576
epoch time: 10.9610500336s, input_fired_time: 0.1631738991, output_fired_time: 0.0000000000, propagate_forward_time: 10.4522571564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456192017
validation[          , genome  7105] predictions:    9741/  10000 (97.41%), best:    9788/10000 (97.88%), error:       864.63977, best error:       729.68884 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 133.6211090088s, input_fired_time: 1.3585629463, output_fired_time: 1.1277953386, propagate_forward_time: 51.6256752014, propagate_backward_time: 77.5883636475, weight_update_time: 0.1097086370, other_time: 1.9207153320
epoch time: 10.2418804169s, input_fired_time: 0.1570504010, output_fired_time: 0.0000000000, propagate_forward_time: 9.7524299622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324003220
validation[          , genome  7105] predictions:    9769/  10000 (97.69%), best:    9788/10000 (97.88%), error:       829.46240, best error:       729.68884 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 133.6907196045s, input_fired_time: 1.3545459509, output_fired_time: 1.1262688637, propagate_forward_time: 51.4474983215, propagate_backward_time: 77.8462219238, weight_update_time: 0.1098790765, other_time: 1.9161834717
epoch time: 10.7923545837s, input_fired_time: 0.1620312184, output_fired_time: 0.0000000000, propagate_forward_time: 10.2991132736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3312101364
validation[          , genome  7105] predictions:    9767/  10000 (97.67%), best:    9788/10000 (97.88%), error:       809.18829, best error:       729.68884 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 131.7103424072s, input_fired_time: 1.3475972414, output_fired_time: 1.1027318239, propagate_forward_time: 50.7577247620, propagate_backward_time: 76.5839157104, weight_update_time: 0.1090069115, other_time: 1.9183731079
epoch time: 10.6130256653s, input_fired_time: 0.1615875959, output_fired_time: 0.0000000000, propagate_forward_time: 10.1108589172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405790329
validation[          , genome  7105] predictions:    9758/  10000 (97.58%), best:    9788/10000 (97.88%), error:       779.44360, best error:       729.68884 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 131.4594116211s, input_fired_time: 1.3441745043, output_fired_time: 1.1089016199, propagate_forward_time: 50.3539390564, propagate_backward_time: 76.7449645996, weight_update_time: 0.1083781198, other_time: 1.9074249268
epoch time: 10.7471599579s, input_fired_time: 0.1620128453, output_fired_time: 0.0000000000, propagate_forward_time: 10.2537803650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3313665390
validation[          , genome  7105] predictions:    9787/  10000 (97.87%), best:    9788/10000 (97.88%), error:       738.30353, best error:       729.68884 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 132.7972259521s, input_fired_time: 1.3549189568, output_fired_time: 1.0994637012, propagate_forward_time: 51.3547134399, propagate_backward_time: 77.0695266724, weight_update_time: 0.1101959646, other_time: 1.9186096191
epoch time: 10.7935962677s, input_fired_time: 0.1620378643, output_fired_time: 0.0000000000, propagate_forward_time: 10.3020792007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294792175
validation[          , genome  7105] predictions:    9791/  10000 (97.91%), best:    9788/10000 (97.88%), error:       753.96338, best error:       729.68884 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 132.4636077881s, input_fired_time: 1.3546898365, output_fired_time: 1.1148489714, propagate_forward_time: 51.1160583496, propagate_backward_time: 76.9780731201, weight_update_time: 0.1097453535, other_time: 1.8999328613
epoch time: 10.8756999969s, input_fired_time: 0.1625685692, output_fired_time: 0.0000000000, propagate_forward_time: 10.3836526871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294782639
validation[          , genome  7105] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       712.02448, best error:       712.02448 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 133.0412902832s, input_fired_time: 1.3561767340, output_fired_time: 1.1157163382, propagate_forward_time: 51.2901344299, propagate_backward_time: 77.3587417603, weight_update_time: 0.1088890806, other_time: 1.9205245972
epoch time: 10.4424142838s, input_fired_time: 0.1588237435, output_fired_time: 0.0000000000, propagate_forward_time: 9.9497184753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3338718414
validation[          , genome  7105] predictions:    9761/  10000 (97.61%), best:    9789/10000 (97.89%), error:       801.85645, best error:       712.02448 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 132.2438964844s, input_fired_time: 1.3499698639, output_fired_time: 1.1094484329, propagate_forward_time: 50.8697509766, propagate_backward_time: 77.0149383545, weight_update_time: 0.1107108667, other_time: 1.8997802734
epoch time: 10.5082197189s, input_fired_time: 0.1599953175, output_fired_time: 0.0000000000, propagate_forward_time: 10.0130109787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352136612
validation[          , genome  7105] predictions:    9771/  10000 (97.71%), best:    9789/10000 (97.89%), error:       789.79224, best error:       712.02448 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 129.4367675781s, input_fired_time: 1.3304188251, output_fired_time: 1.0869604349, propagate_forward_time: 49.3220252991, propagate_backward_time: 75.7809677124, weight_update_time: 0.1093568355, other_time: 1.9164047241
epoch time: 10.8557777405s, input_fired_time: 0.1634265780, output_fired_time: 0.0000000000, propagate_forward_time: 10.3482055664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441457748
validation[          , genome  7105] predictions:    9790/  10000 (97.90%), best:    9789/10000 (97.89%), error:       716.25464, best error:       712.02448 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 133.5207214355s, input_fired_time: 1.3624858856, output_fired_time: 1.1165241003, propagate_forward_time: 51.5388832092, propagate_backward_time: 77.5825805664, weight_update_time: 0.1099052802, other_time: 1.9202423096
epoch time: 10.5410861969s, input_fired_time: 0.1603850722, output_fired_time: 0.0000000000, propagate_forward_time: 10.0424489975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3382520676
validation[          , genome  7105] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       699.66833, best error:       699.66833 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 133.0671844482s, input_fired_time: 1.3577610254, output_fired_time: 1.1151732206, propagate_forward_time: 51.3626937866, propagate_backward_time: 77.3052215576, weight_update_time: 0.1111446023, other_time: 1.9263381958
epoch time: 10.4510612488s, input_fired_time: 0.1601705849, output_fired_time: 0.0000000000, propagate_forward_time: 9.9616699219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3292207718
validation[          , genome  7105] predictions:    9775/  10000 (97.75%), best:    9795/10000 (97.95%), error:       767.79840, best error:       699.66833 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 133.0128326416s, input_fired_time: 1.3605425358, output_fired_time: 1.1136734486, propagate_forward_time: 51.3674354553, propagate_backward_time: 77.2432098389, weight_update_time: 0.1105958149, other_time: 1.9279632568
epoch time: 10.9907360077s, input_fired_time: 0.1650128812, output_fired_time: 0.0000000000, propagate_forward_time: 10.4906139374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3351087570
validation[          , genome  7105] predictions:    9797/  10000 (97.97%), best:    9795/10000 (97.95%), error:       713.85168, best error:       699.66833 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 135.4607391357s, input_fired_time: 1.3794366121, output_fired_time: 1.1374194622, propagate_forward_time: 52.5395965576, propagate_backward_time: 78.4773406982, weight_update_time: 0.1124896929, other_time: 1.9269409180
epoch time: 11.0110864639s, input_fired_time: 0.1658667475, output_fired_time: 0.0000000000, propagate_forward_time: 10.5131502151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3320693970
validation[          , genome  7105] predictions:    9759/  10000 (97.59%), best:    9795/10000 (97.95%), error:       795.25464, best error:       699.66833 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 133.7775421143s, input_fired_time: 1.3670412302, output_fired_time: 1.1195434332, propagate_forward_time: 51.5923919678, propagate_backward_time: 77.7678985596, weight_update_time: 0.1105524078, other_time: 1.9306793213
epoch time: 10.9252634048s, input_fired_time: 0.1640382856, output_fired_time: 0.0000000000, propagate_forward_time: 10.4249687195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3362560272
validation[          , genome  7105] predictions:    9791/  10000 (97.91%), best:    9795/10000 (97.95%), error:       728.37628, best error:       699.66833 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 133.9410552979s, input_fired_time: 1.3668794632, output_fired_time: 1.1313318014, propagate_forward_time: 51.8028678894, propagate_backward_time: 77.7317276001, weight_update_time: 0.1091782674, other_time: 1.9082412720
epoch time: 10.4300012589s, input_fired_time: 0.1606783122, output_fired_time: 0.0000000000, propagate_forward_time: 9.9381113052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3312120438
validation[          , genome  7105] predictions:    9790/  10000 (97.90%), best:    9795/10000 (97.95%), error:       762.87128, best error:       699.66833 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 133.7102355957s, input_fired_time: 1.3582026958, output_fired_time: 1.1118650436, propagate_forward_time: 51.1019020081, propagate_backward_time: 78.2206649780, weight_update_time: 0.1110009700, other_time: 1.9176101685
epoch time: 11.1402244568s, input_fired_time: 0.1664375216, output_fired_time: 0.0000000000, propagate_forward_time: 10.6298923492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3438949585
validation[          , genome  7105] predictions:    9759/  10000 (97.59%), best:    9795/10000 (97.95%), error:       779.76166, best error:       699.66833 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 131.0971984863s, input_fired_time: 1.3486706018, output_fired_time: 1.0975584984, propagate_forward_time: 50.2364273071, propagate_backward_time: 76.5112075806, weight_update_time: 0.1079829335, other_time: 1.9033355713
epoch time: 10.3094615936s, input_fired_time: 0.1591264307, output_fired_time: 0.0000000000, propagate_forward_time: 9.8124399185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3378953934
validation[          , genome  7105] predictions:    9783/  10000 (97.83%), best:    9795/10000 (97.95%), error:       725.01880, best error:       699.66833 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 133.8540496826s, input_fired_time: 1.3669030666, output_fired_time: 1.1356372833, propagate_forward_time: 51.6494407654, propagate_backward_time: 77.7782821655, weight_update_time: 0.1110051945, other_time: 1.9237899780
epoch time: 10.9724779129s, input_fired_time: 0.1649421453, output_fired_time: 0.0000000000, propagate_forward_time: 10.4598197937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3477163315
validation[          , genome  7105] predictions:    9757/  10000 (97.57%), best:    9795/10000 (97.95%), error:       826.46112, best error:       699.66833 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 133.8102874756s, input_fired_time: 1.3692361116, output_fired_time: 1.1166597605, propagate_forward_time: 51.7953872681, propagate_backward_time: 77.6114578247, weight_update_time: 0.1106365472, other_time: 1.9175567627
epoch time: 10.4512300491s, input_fired_time: 0.1612523794, output_fired_time: 0.0000000000, propagate_forward_time: 9.9593429565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3306350708
validation[          , genome  7105] predictions:    9771/  10000 (97.71%), best:    9795/10000 (97.95%), error:       727.83301, best error:       699.66833 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 132.0111846924s, input_fired_time: 1.3587045670, output_fired_time: 1.1086734533, propagate_forward_time: 50.9112625122, propagate_backward_time: 76.7089309692, weight_update_time: 0.1089339480, other_time: 1.9236145020
epoch time: 10.7787170410s, input_fired_time: 0.1653707176, output_fired_time: 0.0000000000, propagate_forward_time: 10.2782716751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3350744247
validation[          , genome  7105] predictions:    9755/  10000 (97.55%), best:    9795/10000 (97.95%), error:       827.08759, best error:       699.66833 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 133.5696105957s, input_fired_time: 1.3651666641, output_fired_time: 1.1192336082, propagate_forward_time: 51.3689994812, propagate_backward_time: 77.7956466675, weight_update_time: 0.1111146212, other_time: 1.9205551147
epoch time: 10.5760087967s, input_fired_time: 0.1624239683, output_fired_time: 0.0000000000, propagate_forward_time: 10.0729866028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405981064
validation[          , genome  7105] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       686.60901, best error:       686.60901 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 133.4021911621s, input_fired_time: 1.3717759848, output_fired_time: 1.1321243048, propagate_forward_time: 51.4131698608, propagate_backward_time: 77.5745391846, weight_update_time: 0.1094170809, other_time: 1.9105758667
epoch time: 10.6863374710s, input_fired_time: 0.1632459015, output_fired_time: 0.0000000000, propagate_forward_time: 10.1987876892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3243036270
validation[          , genome  7105] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       684.15723, best error:       684.15723 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 133.9206237793s, input_fired_time: 1.3714225292, output_fired_time: 1.1170436144, propagate_forward_time: 51.8382186890, propagate_backward_time: 77.6747055054, weight_update_time: 0.1107295379, other_time: 1.9192199707
epoch time: 10.9198646545s, input_fired_time: 0.1663305461, output_fired_time: 0.0000000000, propagate_forward_time: 10.4145183563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3390159607
validation[          , genome  7105] predictions:    9785/  10000 (97.85%), best:    9796/10000 (97.96%), error:       742.97461, best error:       684.15723 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 131.9628906250s, input_fired_time: 1.3582111597, output_fired_time: 1.1050748825, propagate_forward_time: 50.8448486328, propagate_backward_time: 76.7412643433, weight_update_time: 0.1085424498, other_time: 1.9134902954
epoch time: 10.8605852127s, input_fired_time: 0.1645666063, output_fired_time: 0.0000000000, propagate_forward_time: 10.3586006165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3374176025
validation[          , genome  7105] predictions:    9807/  10000 (98.07%), best:    9796/10000 (97.96%), error:       694.32532, best error:       684.15723 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 132.5199584961s, input_fired_time: 1.3669068813, output_fired_time: 1.1130255461, propagate_forward_time: 51.2872314453, propagate_backward_time: 76.8210754395, weight_update_time: 0.1103708521, other_time: 1.9317169189
epoch time: 10.9342489243s, input_fired_time: 0.1659456789, output_fired_time: 0.0000000000, propagate_forward_time: 10.4299049377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383979797
validation[          , genome  7105] predictions:    9787/  10000 (97.87%), best:    9796/10000 (97.96%), error:       700.97430, best error:       684.15723 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 133.7640991211s, input_fired_time: 1.3727208376, output_fired_time: 1.1221171618, propagate_forward_time: 51.5564613342, propagate_backward_time: 77.7894439697, weight_update_time: 0.1111458242, other_time: 1.9233551025
epoch time: 10.7108297348s, input_fired_time: 0.1649780124, output_fired_time: 0.0000000000, propagate_forward_time: 10.2168436050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3290081024
validation[          , genome  7105] predictions:    9774/  10000 (97.74%), best:    9796/10000 (97.96%), error:       823.48480, best error:       684.15723 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 132.5411376953s, input_fired_time: 1.3653186560, output_fired_time: 1.0988980532, propagate_forward_time: 51.0852737427, propagate_backward_time: 77.0636825562, weight_update_time: 0.1107852608, other_time: 1.9279632568
epoch time: 10.9946727753s, input_fired_time: 0.1667856425, output_fired_time: 0.0000000000, propagate_forward_time: 10.4871473312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3407402039
validation[          , genome  7105] predictions:    9780/  10000 (97.80%), best:    9796/10000 (97.96%), error:       728.74908, best error:       684.15723 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 133.6692962646s, input_fired_time: 1.3711084127, output_fired_time: 1.1303029060, propagate_forward_time: 51.5186195374, propagate_backward_time: 77.7444152832, weight_update_time: 0.1114449203, other_time: 1.9048461914
epoch time: 10.7655982971s, input_fired_time: 0.1639576256, output_fired_time: 0.0000000000, propagate_forward_time: 10.2743501663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3272905350
validation[          , genome  7105] predictions:    9804/  10000 (98.04%), best:    9796/10000 (97.96%), error:       687.52332, best error:       684.15723 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 132.7144012451s, input_fired_time: 1.3629105091, output_fired_time: 1.1270214319, propagate_forward_time: 50.9764213562, propagate_backward_time: 77.3375854492, weight_update_time: 0.1095823273, other_time: 1.9104614258
epoch time: 10.6217842102s, input_fired_time: 0.1634808481, output_fired_time: 0.0000000000, propagate_forward_time: 10.1224164963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3358869553
validation[          , genome  7105] predictions:    9780/  10000 (97.80%), best:    9796/10000 (97.96%), error:       709.06470, best error:       684.15723 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 133.9546203613s, input_fired_time: 1.3693554401, output_fired_time: 1.1175092459, propagate_forward_time: 51.4488487244, propagate_backward_time: 78.0915756226, weight_update_time: 0.1111344546, other_time: 1.9273300171
epoch time: 10.7591867447s, input_fired_time: 0.1653246284, output_fired_time: 0.0000000000, propagate_forward_time: 10.2530241013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408384323
validation[          , genome  7105] predictions:    9768/  10000 (97.68%), best:    9796/10000 (97.96%), error:       732.40887, best error:       684.15723 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 132.7528076172s, input_fired_time: 1.3630293608, output_fired_time: 1.1052775383, propagate_forward_time: 50.7667732239, propagate_backward_time: 77.5968856812, weight_update_time: 0.1096784249, other_time: 1.9208602905
epoch time: 10.8104209900s, input_fired_time: 0.1651764363, output_fired_time: 0.0000000000, propagate_forward_time: 10.3090333939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3362112045
validation[          , genome  7105] predictions:    9812/  10000 (98.12%), best:    9812/10000 (98.12%), error:       667.43146, best error:       667.43146 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 133.6307220459s, input_fired_time: 1.3764653206, output_fired_time: 1.1286581755, propagate_forward_time: 51.7242927551, propagate_backward_time: 77.4897766113, weight_update_time: 0.1095432565, other_time: 1.9115295410
epoch time: 10.6363506317s, input_fired_time: 0.1637254059, output_fired_time: 0.0000000000, propagate_forward_time: 10.1420402527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305845261
validation[          , genome  7105] predictions:    9813/  10000 (98.13%), best:    9812/10000 (98.12%), error:       679.25995, best error:       667.43146 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 132.7941894531s, input_fired_time: 1.3686821461, output_fired_time: 1.1226221323, propagate_forward_time: 51.0162162781, propagate_backward_time: 77.3750610352, weight_update_time: 0.1092045009, other_time: 1.9116058350
epoch time: 10.5412664413s, input_fired_time: 0.1639093906, output_fired_time: 0.0000000000, propagate_forward_time: 10.0433359146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3340215683
validation[          , genome  7105] predictions:    9802/  10000 (98.02%), best:    9812/10000 (98.12%), error:       694.82422, best error:       667.43146 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 132.5316009521s, input_fired_time: 1.3738459349, output_fired_time: 1.1100920439, propagate_forward_time: 51.2630462646, propagate_backward_time: 76.8703765869, weight_update_time: 0.1092507690, other_time: 1.9142456055
epoch time: 10.8198547363s, input_fired_time: 0.1663281024, output_fired_time: 0.0000000000, propagate_forward_time: 10.3200368881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3334894180
validation[          , genome  7105] predictions:    9788/  10000 (97.88%), best:    9812/10000 (98.12%), error:       710.19769, best error:       667.43146 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 130.1177978516s, input_fired_time: 1.3546543121, output_fired_time: 1.0984445810, propagate_forward_time: 49.8983078003, propagate_backward_time: 75.8720016479, weight_update_time: 0.1087078527, other_time: 1.8943862915
epoch time: 10.8896541595s, input_fired_time: 0.1673927903, output_fired_time: 0.0000000000, propagate_forward_time: 10.3811321259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3411293030
validation[          , genome  7105] predictions:    9778/  10000 (97.78%), best:    9812/10000 (98.12%), error:       779.15070, best error:       667.43146 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 133.4460144043s, input_fired_time: 1.3739426136, output_fired_time: 1.1177290678, propagate_forward_time: 51.3173027039, propagate_backward_time: 77.7317733765, weight_update_time: 0.1090732068, other_time: 1.9052658081
epoch time: 10.2417621613s, input_fired_time: 0.1612045467, output_fired_time: 0.0000000000, propagate_forward_time: 9.7550125122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3255453110
validation[          , genome  7105] predictions:    9793/  10000 (97.93%), best:    9812/10000 (98.12%), error:       690.59851, best error:       667.43146 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 132.6818237305s, input_fired_time: 1.3693935871, output_fired_time: 1.1079469919, propagate_forward_time: 50.8527145386, propagate_backward_time: 77.4396209717, weight_update_time: 0.1099878401, other_time: 1.9121475220
epoch time: 10.9088897705s, input_fired_time: 0.1678936630, output_fired_time: 0.0000000000, propagate_forward_time: 10.4110097885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3299865723
validation[          , genome  7105] predictions:    9785/  10000 (97.85%), best:    9812/10000 (98.12%), error:       788.12830, best error:       667.43146 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 132.5794677734s, input_fired_time: 1.3704787493, output_fired_time: 1.0983108282, propagate_forward_time: 50.8703956604, propagate_backward_time: 77.3460235596, weight_update_time: 0.1083026901, other_time: 1.8942565918
epoch time: 10.5479154587s, input_fired_time: 0.1644804478, output_fired_time: 0.0000000000, propagate_forward_time: 10.0543365479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3290987015
validation[          , genome  7105] predictions:    9769/  10000 (97.69%), best:    9812/10000 (98.12%), error:       783.14111, best error:       667.43146 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 133.1744384766s, input_fired_time: 1.3767369986, output_fired_time: 1.1139225960, propagate_forward_time: 51.2482910156, propagate_backward_time: 77.5185699463, weight_update_time: 0.1098411754, other_time: 1.9169158936
epoch time: 10.7308273315s, input_fired_time: 0.1658838987, output_fired_time: 0.0000000000, propagate_forward_time: 10.2313480377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3335952759
validation[          , genome  7105] predictions:    9732/  10000 (97.32%), best:    9812/10000 (98.12%), error:       900.82220, best error:       667.43146 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 132.9994506836s, input_fired_time: 1.3715270758, output_fired_time: 1.1072040796, propagate_forward_time: 50.9880714417, propagate_backward_time: 77.6109924316, weight_update_time: 0.1102508605, other_time: 1.9216613770
epoch time: 10.1753568649s, input_fired_time: 0.1613991112, output_fired_time: 0.0000000000, propagate_forward_time: 9.6849756241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3289823532
validation[          , genome  7105] predictions:    9800/  10000 (98.00%), best:    9812/10000 (98.12%), error:       680.69916, best error:       667.43146 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 131.7534484863s, input_fired_time: 1.3643292189, output_fired_time: 1.1023232937, propagate_forward_time: 50.4617996216, propagate_backward_time: 76.9237670898, weight_update_time: 0.1077729613, other_time: 1.9012222290
epoch time: 10.4241046906s, input_fired_time: 0.1615156680, output_fired_time: 0.0000000000, propagate_forward_time: 9.9279031754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3346862793
validation[          , genome  7105] predictions:    9804/  10000 (98.04%), best:    9812/10000 (98.12%), error:       698.64124, best error:       667.43146 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 133.3500213623s, input_fired_time: 1.3802890778, output_fired_time: 1.1230355501, propagate_forward_time: 51.5855331421, propagate_backward_time: 77.3314361572, weight_update_time: 0.1095070988, other_time: 1.9297256470
epoch time: 10.3457479477s, input_fired_time: 0.1628260314, output_fired_time: 0.0000000000, propagate_forward_time: 9.8511476517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3317747116
validation[          , genome  7105] predictions:    9794/  10000 (97.94%), best:    9812/10000 (98.12%), error:       736.20355, best error:       667.43146 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 132.6505279541s, input_fired_time: 1.3747583628, output_fired_time: 1.1113591194, propagate_forward_time: 50.9560699463, propagate_backward_time: 77.3022155762, weight_update_time: 0.1091878936, other_time: 1.9061279297
epoch time: 10.5183782578s, input_fired_time: 0.1640154123, output_fired_time: 0.0000000000, propagate_forward_time: 10.0276479721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3267145157
validation[          , genome  7105] predictions:    9780/  10000 (97.80%), best:    9812/10000 (98.12%), error:       723.16321, best error:       667.43146 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 134.4859924316s, input_fired_time: 1.3861575127, output_fired_time: 1.1331083775, propagate_forward_time: 51.9134864807, propagate_backward_time: 78.1339187622, weight_update_time: 0.1097987145, other_time: 1.9193344116
epoch time: 10.5701122284s, input_fired_time: 0.1655095220, output_fired_time: 0.0000000000, propagate_forward_time: 10.0709304810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3336725235
validation[          , genome  7105] predictions:    9795/  10000 (97.95%), best:    9812/10000 (98.12%), error:       683.92267, best error:       667.43146 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 132.7585601807s, input_fired_time: 1.3744517565, output_fired_time: 1.1080023050, propagate_forward_time: 51.0146751404, propagate_backward_time: 77.3586578369, weight_update_time: 0.1097532436, other_time: 1.9027709961
epoch time: 11.0479640961s, input_fired_time: 0.1701510251, output_fired_time: 0.0000000000, propagate_forward_time: 10.5416250229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3361883163
validation[          , genome  7105] predictions:    9806/  10000 (98.06%), best:    9812/10000 (98.12%), error:       680.96692, best error:       667.43146 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 133.3367462158s, input_fired_time: 1.3788427114, output_fired_time: 1.1112285852, propagate_forward_time: 51.1955566406, propagate_backward_time: 77.7351074219, weight_update_time: 0.1103575751, other_time: 1.9160156250
epoch time: 10.8561391830s, input_fired_time: 0.1671160311, output_fired_time: 0.0000000000, propagate_forward_time: 10.3514156342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3376073837
validation[          , genome  7105] predictions:    9786/  10000 (97.86%), best:    9812/10000 (98.12%), error:       724.81061, best error:       667.43146 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 133.6842498779s, input_fired_time: 1.3823143244, output_fired_time: 1.1273052692, propagate_forward_time: 51.4983634949, propagate_backward_time: 77.7597579956, weight_update_time: 0.1100043133, other_time: 1.9165115356
epoch time: 10.6401071548s, input_fired_time: 0.1673825830, output_fired_time: 0.0000000000, propagate_forward_time: 10.1437187195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3290061951
validation[          , genome  7105] predictions:    9780/  10000 (97.80%), best:    9812/10000 (98.12%), error:       726.98224, best error:       667.43146 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 131.2121124268s, input_fired_time: 1.3828017712, output_fired_time: 1.1034374237, propagate_forward_time: 51.1198463440, propagate_backward_time: 75.7137908936, weight_update_time: 0.1086160019, other_time: 1.8922424316
epoch time: 10.6467866898s, input_fired_time: 0.1656363308, output_fired_time: 0.0000000000, propagate_forward_time: 10.1520652771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3290853500
validation[          , genome  7105] predictions:    9797/  10000 (97.97%), best:    9812/10000 (98.12%), error:       684.50665, best error:       667.43146 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 131.0562744141s, input_fired_time: 1.3700027466, output_fired_time: 1.0958554745, propagate_forward_time: 50.4675292969, propagate_backward_time: 76.2184219360, weight_update_time: 0.1099576354, other_time: 1.9044723511
epoch time: 10.4929857254s, input_fired_time: 0.1650740355, output_fired_time: 0.0000000000, propagate_forward_time: 9.9950437546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3328676224
validation[          , genome  7105] predictions:    9806/  10000 (98.06%), best:    9812/10000 (98.12%), error:       683.52960, best error:       667.43146 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 133.4113922119s, input_fired_time: 1.3867152929, output_fired_time: 1.1205388308, propagate_forward_time: 51.4771652222, propagate_backward_time: 77.5028686523, weight_update_time: 0.1103531867, other_time: 1.9240951538
epoch time: 11.0636568069s, input_fired_time: 0.1711274236, output_fired_time: 0.0000000000, propagate_forward_time: 10.5576276779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3349018097
validation[          , genome  7105] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       660.47662, best error:       660.47662 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 133.9371032715s, input_fired_time: 1.3872883320, output_fired_time: 1.1305084229, propagate_forward_time: 51.5340042114, propagate_backward_time: 77.9842834473, weight_update_time: 0.1110448912, other_time: 1.9010238647
epoch time: 10.7406177521s, input_fired_time: 0.1669913232, output_fired_time: 0.0000000000, propagate_forward_time: 10.2383871078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352394104
validation[          , genome  7105] predictions:    9794/  10000 (97.94%), best:    9805/10000 (98.05%), error:       697.72052, best error:       660.47662 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 133.4182586670s, input_fired_time: 1.3791340590, output_fired_time: 1.1152715683, propagate_forward_time: 51.0698432922, propagate_backward_time: 77.9428482056, weight_update_time: 0.1103608981, other_time: 1.9111709595
epoch time: 10.7233190536s, input_fired_time: 0.1673783213, output_fired_time: 0.0000000000, propagate_forward_time: 10.2237348557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3322057724
validation[          , genome  7105] predictions:    9789/  10000 (97.89%), best:    9805/10000 (98.05%), error:       721.43866, best error:       660.47662 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 133.3389587402s, input_fired_time: 1.3850975037, output_fired_time: 1.1283779144, propagate_forward_time: 51.2561531067, propagate_backward_time: 77.6612777710, weight_update_time: 0.1103844717, other_time: 1.9080581665
epoch time: 10.7718439102s, input_fired_time: 0.1685243398, output_fired_time: 0.0000000000, propagate_forward_time: 10.2707843781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3325347900
validation[          , genome  7105] predictions:    9802/  10000 (98.02%), best:    9805/10000 (98.05%), error:       696.19171, best error:       660.47662 on epoch:    97, 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: 53.4924240112s, input_fired_time: 0.8440744877, output_fired_time: 0.0000000000, propagate_forward_time: 50.8926391602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7557106018
best training[          , genome  7105] predictions:   49784/  50000 (99.57%), best:    9805/10000 (98.05%), error:      1128.77600, best error:       660.47662 on epoch:    97, 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: 10.6206703186s, input_fired_time: 0.1652255207, output_fired_time: 0.0000000000, propagate_forward_time: 10.1224641800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3329801559
   testing[          , genome  7105] predictions:    9809/  10000 (98.09%), best:    9805/10000 (98.05%), error:       646.09882, best error:       660.47662 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:23:37 (3704): called boinc_finish(0)

</stderr_txt>
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