Nameexact_genome_1512568488_44_6948_0
Workunit2606076
Created7 Dec 2017, 22:56:09 UTC
Sent7 Dec 2017, 23:01:47 UTC
Report deadline22 Dec 2017, 9:16:04 UTC
Received9 Dec 2017, 4:57:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time6 hours 56 min 2 sec
CPU time6 hours 55 min 58 sec
Validate stateValid
Credit3,606.65
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size158.73 MB
Peak swap size157.21 MB
Peak disk usage2.41 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
0, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 226.7615203857s, input_fired_time: 2.8248038292, output_fired_time: 2.6876218319, propagate_forward_time: 86.0495758057, propagate_backward_time: 131.3952484131, weight_update_time: 0.2079610974, other_time: 3.8042755127
epoch time: 18.0882186890s, input_fired_time: 0.3381543159, output_fired_time: 0.0000000000, propagate_forward_time: 17.0577316284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6923332214
validation[          , genome  6948] predictions:    9758/  10000 (97.58%), best:    9789/10000 (97.89%), error:       823.13708, best error:       711.72089 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 228.8362884521s, input_fired_time: 2.8835866451, output_fired_time: 2.7097828388, propagate_forward_time: 87.0790023804, propagate_backward_time: 132.2394104004, weight_update_time: 0.2119617909, other_time: 3.9244995117
epoch time: 18.3024883270s, input_fired_time: 0.3415722549, output_fired_time: 0.0000000000, propagate_forward_time: 17.2756290436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6852874756
validation[          , genome  6948] predictions:    9705/  10000 (97.05%), best:    9789/10000 (97.89%), error:       972.92932, best error:       711.72089 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 227.7396392822s, input_fired_time: 2.8757114410, output_fired_time: 2.6974229813, propagate_forward_time: 86.3298416138, propagate_backward_time: 131.9111175537, weight_update_time: 0.2113931924, other_time: 3.9255523682
epoch time: 18.4100532532s, input_fired_time: 0.3489180803, output_fired_time: 0.0000000000, propagate_forward_time: 17.3429908752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7181434631
validation[          , genome  6948] predictions:    9747/  10000 (97.47%), best:    9789/10000 (97.89%), error:       845.44159, best error:       711.72089 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 226.1366271973s, input_fired_time: 2.8598842621, output_fired_time: 2.6763384342, propagate_forward_time: 85.6599884033, propagate_backward_time: 131.0337524414, weight_update_time: 0.2101771235, other_time: 3.9066619873
epoch time: 18.2166175842s, input_fired_time: 0.3425722718, output_fired_time: 0.0000000000, propagate_forward_time: 17.1747379303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6993064880
validation[          , genome  6948] predictions:    9746/  10000 (97.46%), best:    9789/10000 (97.89%), error:       853.59717, best error:       711.72089 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 228.5050811768s, input_fired_time: 2.8436434269, output_fired_time: 2.7137446404, propagate_forward_time: 86.6634979248, propagate_backward_time: 132.4623565674, weight_update_time: 0.2104393542, other_time: 3.8218383789
epoch time: 18.4346446991s, input_fired_time: 0.3448326886, output_fired_time: 0.0000000000, propagate_forward_time: 17.4016094208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6882019043
validation[          , genome  6948] predictions:    9773/  10000 (97.73%), best:    9789/10000 (97.89%), error:       752.14148, best error:       711.72089 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 226.4416198730s, input_fired_time: 2.8824431896, output_fired_time: 2.6881070137, propagate_forward_time: 85.7090759277, propagate_backward_time: 131.2180175781, weight_update_time: 0.2117789686, other_time: 3.9439697266
epoch time: 18.1691169739s, input_fired_time: 0.3457027972, output_fired_time: 0.0000000000, propagate_forward_time: 17.1120414734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7113723755
validation[          , genome  6948] predictions:    9766/  10000 (97.66%), best:    9789/10000 (97.89%), error:       787.56714, best error:       711.72089 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 228.6744842529s, input_fired_time: 2.8415577412, output_fired_time: 2.7020702362, propagate_forward_time: 86.7282867432, propagate_backward_time: 132.5739288330, weight_update_time: 0.2110432833, other_time: 3.8286437988
epoch time: 18.3783836365s, input_fired_time: 0.3467048705, output_fired_time: 0.0000000000, propagate_forward_time: 17.3140125275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7176666260
validation[          , genome  6948] predictions:    9748/  10000 (97.48%), best:    9789/10000 (97.89%), error:       852.56024, best error:       711.72089 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 226.8133544922s, input_fired_time: 2.8177690506, output_fired_time: 2.6808202267, propagate_forward_time: 86.0527648926, propagate_backward_time: 131.4777069092, weight_update_time: 0.2066177875, other_time: 3.7843017578
epoch time: 18.2330284119s, input_fired_time: 0.3415282965, output_fired_time: 0.0000000000, propagate_forward_time: 17.2055511475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6859493256
validation[          , genome  6948] predictions:    9753/  10000 (97.53%), best:    9789/10000 (97.89%), error:       777.43005, best error:       711.72089 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 226.4967956543s, input_fired_time: 2.8182766438, output_fired_time: 2.6856677532, propagate_forward_time: 85.8792419434, propagate_backward_time: 131.3104705811, weight_update_time: 0.2086833417, other_time: 3.8031311035
epoch time: 18.2497978210s, input_fired_time: 0.3427657783, output_fired_time: 0.0000000000, propagate_forward_time: 17.2205848694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6864471436
validation[          , genome  6948] predictions:    8126/  10000 (81.26%), best:    9789/10000 (97.89%), error:      9612.54297, best error:       711.72089 on epoch:    12, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

resetting weights to those on epoch: 12
epoch time: 227.6342773438s, input_fired_time: 2.8721258640, output_fired_time: 2.6936585903, propagate_forward_time: 86.4102401733, propagate_backward_time: 131.7007293701, weight_update_time: 0.2130130529, other_time: 3.9575042725
epoch time: 18.2778377533s, input_fired_time: 0.3475870192, output_fired_time: 0.0000000000, propagate_forward_time: 17.2182979584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7119522095
validation[          , genome  6948] predictions:    9765/  10000 (97.65%), best:    9789/10000 (97.89%), error:       763.53870, best error:       711.72089 on epoch:    12, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 227.3479919434s, input_fired_time: 2.8127837181, output_fired_time: 2.7050311565, propagate_forward_time: 86.1213607788, propagate_backward_time: 131.9360351563, weight_update_time: 0.2087850571, other_time: 3.7727661133
epoch time: 18.3511753082s, input_fired_time: 0.3414514065, output_fired_time: 0.0000000000, propagate_forward_time: 17.3233280182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6863956451
validation[          , genome  6948] predictions:    9745/  10000 (97.45%), best:    9789/10000 (97.89%), error:       821.13922, best error:       711.72089 on epoch:    12, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 226.5826568604s, input_fired_time: 2.8070228100, output_fired_time: 2.6850147247, propagate_forward_time: 85.8647613525, propagate_backward_time: 131.4535369873, weight_update_time: 0.2080811113, other_time: 3.7723236084
epoch time: 18.2053756714s, input_fired_time: 0.3396641910, output_fired_time: 0.0000000000, propagate_forward_time: 17.1830368042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6826744080
validation[          , genome  6948] predictions:    9751/  10000 (97.51%), best:    9789/10000 (97.89%), error:       861.32080, best error:       711.72089 on epoch:    12, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 225.9897460938s, input_fired_time: 2.8779563904, output_fired_time: 2.6715216637, propagate_forward_time: 85.5497894287, propagate_backward_time: 130.9569244385, weight_update_time: 0.2109811306, other_time: 3.9335479736
epoch time: 18.2676734924s, input_fired_time: 0.3475613594, output_fired_time: 0.0000000000, propagate_forward_time: 17.2097282410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7103843689
validation[          , genome  6948] predictions:    9744/  10000 (97.44%), best:    9789/10000 (97.89%), error:       804.66827, best error:       711.72089 on epoch:    12, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 229.8025970459s, input_fired_time: 2.8961544037, output_fired_time: 2.7239224911, propagate_forward_time: 87.1340560913, propagate_backward_time: 133.0974578857, weight_update_time: 0.2135296911, other_time: 3.9510040283
epoch time: 18.4856014252s, input_fired_time: 0.3491548002, output_fired_time: 0.0000000000, propagate_forward_time: 17.4212970734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7151489258
validation[          , genome  6948] predictions:    9762/  10000 (97.62%), best:    9789/10000 (97.89%), error:       822.44952, best error:       711.72089 on epoch:    12, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 226.8711547852s, input_fired_time: 2.8208808899, output_fired_time: 2.6971409321, propagate_forward_time: 86.1856307983, propagate_backward_time: 131.3856811523, weight_update_time: 0.2076532096, other_time: 3.7818298340
epoch time: 18.1726303101s, input_fired_time: 0.3415078521, output_fired_time: 0.0000000000, propagate_forward_time: 17.1445083618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6866149902
validation[          , genome  6948] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       653.38934, best error:       653.38934 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 225.6755371094s, input_fired_time: 2.8086733818, output_fired_time: 2.6767754555, propagate_forward_time: 85.5300369263, propagate_backward_time: 130.8885192871, weight_update_time: 0.2072319686, other_time: 3.7715454102
epoch time: 18.2782211304s, input_fired_time: 0.3414223194, output_fired_time: 0.0000000000, propagate_forward_time: 17.2498950958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6869029999
validation[          , genome  6948] predictions:    9755/  10000 (97.55%), best:    9798/10000 (97.98%), error:       811.05597, best error:       653.38934 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 226.6608276367s, input_fired_time: 2.8194456100, output_fired_time: 2.6892168522, propagate_forward_time: 85.9426574707, propagate_backward_time: 131.4277648926, weight_update_time: 0.2071276009, other_time: 3.7817382813
epoch time: 18.4145298004s, input_fired_time: 0.3425654769, output_fired_time: 0.0000000000, propagate_forward_time: 17.3817768097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6901874542
validation[          , genome  6948] predictions:    9740/  10000 (97.40%), best:    9798/10000 (97.98%), error:       783.72168, best error:       653.38934 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 228.5235290527s, input_fired_time: 2.8391320705, output_fired_time: 2.7049076557, propagate_forward_time: 86.6943969727, propagate_backward_time: 132.4747161865, weight_update_time: 0.2095518112, other_time: 3.8103790283
epoch time: 18.3837833405s, input_fired_time: 0.3428204060, output_fired_time: 0.0000000000, propagate_forward_time: 17.3541793823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6867828369
validation[          , genome  6948] predictions:    9739/  10000 (97.39%), best:    9798/10000 (97.98%), error:       871.61084, best error:       653.38934 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 228.8553009033s, input_fired_time: 2.8913984299, output_fired_time: 2.7168772221, propagate_forward_time: 86.7180175781, propagate_backward_time: 132.5831451416, weight_update_time: 0.2131401896, other_time: 3.9458618164
epoch time: 18.4227008820s, input_fired_time: 0.3487248719, output_fired_time: 0.0000000000, propagate_forward_time: 17.3620262146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7119503021
validation[          , genome  6948] predictions:    9767/  10000 (97.67%), best:    9798/10000 (97.98%), error:       742.91705, best error:       653.38934 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 227.5153350830s, input_fired_time: 2.8929944038, output_fired_time: 2.6901645660, propagate_forward_time: 86.2616119385, propagate_backward_time: 131.7239379883, weight_update_time: 0.2109904140, other_time: 3.9466247559
epoch time: 18.2136878967s, input_fired_time: 0.3497715294, output_fired_time: 0.0000000000, propagate_forward_time: 17.1531181335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7107982635
validation[          , genome  6948] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       625.54755, best error:       625.54755 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 229.1185607910s, input_fired_time: 2.8581972122, output_fired_time: 2.7132096291, propagate_forward_time: 86.9460449219, propagate_backward_time: 132.7629394531, weight_update_time: 0.2115201354, other_time: 3.8381652832
epoch time: 18.4090003967s, input_fired_time: 0.3435945213, output_fired_time: 0.0000000000, propagate_forward_time: 17.3762855530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6891212463
validation[          , genome  6948] predictions:    9795/  10000 (97.95%), best:    9811/10000 (98.11%), error:       685.13531, best error:       625.54755 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 227.4977416992s, input_fired_time: 2.8339371681, output_fired_time: 2.6946463585, propagate_forward_time: 86.3570251465, propagate_backward_time: 131.8206176758, weight_update_time: 0.2086420208, other_time: 3.7915191650
epoch time: 18.3473396301s, input_fired_time: 0.3426406085, output_fired_time: 0.0000000000, propagate_forward_time: 17.3143520355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6903476715
validation[          , genome  6948] predictions:    9793/  10000 (97.93%), best:    9811/10000 (98.11%), error:       679.78656, best error:       625.54755 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 228.3170623779s, input_fired_time: 2.9053006172, output_fired_time: 2.7014646530, propagate_forward_time: 86.4892730713, propagate_backward_time: 132.2753601074, weight_update_time: 0.2130122334, other_time: 3.9456634521
epoch time: 18.4773788452s, input_fired_time: 0.3483734429, output_fired_time: 0.0000000000, propagate_forward_time: 17.4158554077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7131500244
validation[          , genome  6948] predictions:    9797/  10000 (97.97%), best:    9811/10000 (98.11%), error:       691.49506, best error:       625.54755 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 226.7456054688s, input_fired_time: 2.8472142220, output_fired_time: 2.6914227009, propagate_forward_time: 85.8682556152, propagate_backward_time: 131.5069732666, weight_update_time: 0.2087688148, other_time: 3.8317413330
epoch time: 18.0844135284s, input_fired_time: 0.3438340724, output_fired_time: 0.0000000000, propagate_forward_time: 17.0504531860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6901264191
validation[          , genome  6948] predictions:    9787/  10000 (97.87%), best:    9811/10000 (98.11%), error:       704.70471, best error:       625.54755 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 228.5265808105s, input_fired_time: 2.8596832752, output_fired_time: 2.7076001167, propagate_forward_time: 86.6154708862, propagate_backward_time: 132.5052337646, weight_update_time: 0.2118649036, other_time: 3.8386077881
epoch time: 18.3125152588s, input_fired_time: 0.3453354836, output_fired_time: 0.0000000000, propagate_forward_time: 17.2813949585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6857852936
validation[          , genome  6948] predictions:    9770/  10000 (97.70%), best:    9811/10000 (98.11%), error:       771.83429, best error:       625.54755 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 226.8076782227s, input_fired_time: 2.8342423439, output_fired_time: 2.6826810837, propagate_forward_time: 86.0335693359, propagate_backward_time: 131.4292449951, weight_update_time: 0.2089526653, other_time: 3.8279418945
epoch time: 18.3749561310s, input_fired_time: 0.3500128090, output_fired_time: 0.0000000000, propagate_forward_time: 17.3111629486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7137794495
validation[          , genome  6948] predictions:    9767/  10000 (97.67%), best:    9811/10000 (98.11%), error:       730.14862, best error:       625.54755 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 227.4581146240s, input_fired_time: 2.8979334831, output_fired_time: 2.6981744766, propagate_forward_time: 86.2127456665, propagate_backward_time: 131.7070922852, weight_update_time: 0.2105356157, other_time: 3.9421691895
epoch time: 18.3135929108s, input_fired_time: 0.3540006876, output_fired_time: 0.0000000000, propagate_forward_time: 17.2460498810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7135429382
validation[          , genome  6948] predictions:    9832/  10000 (98.32%), best:    9832/10000 (98.32%), error:       602.70752, best error:       602.70752 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 228.5202941895s, input_fired_time: 2.8350114822, output_fired_time: 2.6995482445, propagate_forward_time: 86.6835327148, propagate_backward_time: 132.5208129883, weight_update_time: 0.2095742822, other_time: 3.7813873291
epoch time: 18.3057899475s, input_fired_time: 0.3566742837, output_fired_time: 0.0000000000, propagate_forward_time: 17.2375316620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7115840912
validation[          , genome  6948] predictions:    9745/  10000 (97.45%), best:    9832/10000 (98.32%), error:       798.54663, best error:       602.70752 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 227.7307586670s, input_fired_time: 2.8927960396, output_fired_time: 2.6937940121, propagate_forward_time: 86.3266906738, propagate_backward_time: 131.8944854736, weight_update_time: 0.2117635310, other_time: 3.9230041504
epoch time: 18.2456207275s, input_fired_time: 0.3531717360, output_fired_time: 0.0000000000, propagate_forward_time: 17.1812686920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7111797333
validation[          , genome  6948] predictions:    9801/  10000 (98.01%), best:    9832/10000 (98.32%), error:       649.85144, best error:       602.70752 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 227.7976226807s, input_fired_time: 2.8348038197, output_fired_time: 2.7030687332, propagate_forward_time: 86.3885421753, propagate_backward_time: 132.0817565918, weight_update_time: 0.2083690166, other_time: 3.7894592285
epoch time: 18.1271781921s, input_fired_time: 0.3457964361, output_fired_time: 0.0000000000, propagate_forward_time: 17.0932712555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6881103516
validation[          , genome  6948] predictions:    9802/  10000 (98.02%), best:    9832/10000 (98.32%), error:       660.50763, best error:       602.70752 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 227.3109893799s, input_fired_time: 2.8955016136, output_fired_time: 2.6869227886, propagate_forward_time: 86.1389694214, propagate_backward_time: 131.6435241699, weight_update_time: 0.2121595591, other_time: 3.9460754395
epoch time: 18.2656078339s, input_fired_time: 0.3526642025, output_fired_time: 0.0000000000, propagate_forward_time: 17.2022762299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7106666565
validation[          , genome  6948] predictions:    9808/  10000 (98.08%), best:    9832/10000 (98.32%), error:       659.64990, best error:       602.70752 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 228.2316894531s, input_fired_time: 2.8781509399, output_fired_time: 2.6946363449, propagate_forward_time: 86.5367736816, propagate_backward_time: 132.2542572021, weight_update_time: 0.2108418345, other_time: 3.8678741455
epoch time: 18.3467655182s, input_fired_time: 0.3475818634, output_fired_time: 0.0000000000, propagate_forward_time: 17.3129310608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6862525940
validation[          , genome  6948] predictions:    9729/  10000 (97.29%), best:    9832/10000 (98.32%), error:       861.26483, best error:       602.70752 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 226.9243164063s, input_fired_time: 2.8762876987, output_fired_time: 2.6873741150, propagate_forward_time: 86.0142669678, propagate_backward_time: 131.4807128906, weight_update_time: 0.2093207836, other_time: 3.8656768799
epoch time: 18.1312103271s, input_fired_time: 0.3414351642, output_fired_time: 0.0000000000, propagate_forward_time: 17.1036930084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6860828400
validation[          , genome  6948] predictions:    9772/  10000 (97.72%), best:    9832/10000 (98.32%), error:       746.92310, best error:       602.70752 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 227.4164581299s, input_fired_time: 2.8965425491, output_fired_time: 2.6793267727, propagate_forward_time: 86.1716308594, propagate_backward_time: 131.7221832275, weight_update_time: 0.2117036283, other_time: 3.9467773438
epoch time: 18.2272739410s, input_fired_time: 0.3519290090, output_fired_time: 0.0000000000, propagate_forward_time: 17.1649932861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7103519440
validation[          , genome  6948] predictions:    9776/  10000 (97.76%), best:    9832/10000 (98.32%), error:       715.19373, best error:       602.70752 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 226.7679290771s, input_fired_time: 2.8346297741, output_fired_time: 2.6821866035, propagate_forward_time: 86.0705947876, propagate_backward_time: 131.4296875000, weight_update_time: 0.2070072591, other_time: 3.7508239746
epoch time: 18.2873249054s, input_fired_time: 0.3455785513, output_fired_time: 0.0000000000, propagate_forward_time: 17.2533817291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6883640289
validation[          , genome  6948] predictions:    9806/  10000 (98.06%), best:    9832/10000 (98.32%), error:       650.00549, best error:       602.70752 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 226.5704650879s, input_fired_time: 2.8336741924, output_fired_time: 2.6713597775, propagate_forward_time: 86.0591659546, propagate_backward_time: 131.2304077148, weight_update_time: 0.2063916624, other_time: 3.7758483887
epoch time: 18.3376712799s, input_fired_time: 0.3463401198, output_fired_time: 0.0000000000, propagate_forward_time: 17.3029613495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6883697510
validation[          , genome  6948] predictions:    9795/  10000 (97.95%), best:    9832/10000 (98.32%), error:       683.26746, best error:       602.70752 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 227.2365112305s, input_fired_time: 2.9007904530, output_fired_time: 2.6875607967, propagate_forward_time: 86.1630401611, propagate_backward_time: 131.5395202637, weight_update_time: 0.2123914212, other_time: 3.9456024170
epoch time: 18.3980865479s, input_fired_time: 0.3467976451, output_fired_time: 0.0000000000, propagate_forward_time: 17.3653430939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6859455109
validation[          , genome  6948] predictions:    9796/  10000 (97.96%), best:    9832/10000 (98.32%), error:       695.78418, best error:       602.70752 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 227.7899475098s, input_fired_time: 2.8330743313, output_fired_time: 2.6990265846, propagate_forward_time: 86.3396148682, propagate_backward_time: 132.1573028564, weight_update_time: 0.2067262977, other_time: 3.7609405518
epoch time: 18.3054027557s, input_fired_time: 0.3446900845, output_fired_time: 0.0000000000, propagate_forward_time: 17.2760524750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6846599579
validation[          , genome  6948] predictions:    9778/  10000 (97.78%), best:    9832/10000 (98.32%), error:       722.09381, best error:       602.70752 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 227.8352966309s, input_fired_time: 2.8607761860, output_fired_time: 2.6999070644, propagate_forward_time: 86.6950836182, propagate_backward_time: 131.7781524658, weight_update_time: 0.2084378302, other_time: 3.8013763428
epoch time: 18.4455928802s, input_fired_time: 0.3552531004, output_fired_time: 0.0000000000, propagate_forward_time: 17.3723220825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7180175781
validation[          , genome  6948] predictions:    9763/  10000 (97.63%), best:    9832/10000 (98.32%), error:       819.95233, best error:       602.70752 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 226.4305572510s, input_fired_time: 2.8338725567, output_fired_time: 2.6883540154, propagate_forward_time: 85.8976440430, propagate_backward_time: 131.2222595215, weight_update_time: 0.2077603787, other_time: 3.7884216309
epoch time: 17.9996814728s, input_fired_time: 0.3448947370, output_fired_time: 0.0000000000, propagate_forward_time: 16.9705162048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6842708588
validation[          , genome  6948] predictions:    9815/  10000 (98.15%), best:    9832/10000 (98.32%), error:       643.18890, best error:       602.70752 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 227.7511901855s, input_fired_time: 2.8825995922, output_fired_time: 2.6912767887, propagate_forward_time: 86.3937301636, propagate_backward_time: 131.9123535156, weight_update_time: 0.2100964785, other_time: 3.8712158203
epoch time: 18.1796398163s, input_fired_time: 0.3482550979, output_fired_time: 0.0000000000, propagate_forward_time: 17.1455402374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6858444214
validation[          , genome  6948] predictions:    9700/  10000 (97.00%), best:    9832/10000 (98.32%), error:      1009.93298, best error:       602.70752 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 227.5302429199s, input_fired_time: 2.8848845959, output_fired_time: 2.6916563511, propagate_forward_time: 86.2315368652, propagate_backward_time: 131.8345336914, weight_update_time: 0.2102418989, other_time: 3.8876342773
epoch time: 18.0516967773s, input_fired_time: 0.3442412019, output_fired_time: 0.0000000000, propagate_forward_time: 17.0206069946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6868476868
validation[          , genome  6948] predictions:    9792/  10000 (97.92%), best:    9832/10000 (98.32%), error:       673.44421, best error:       602.70752 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 227.4992065430s, input_fired_time: 2.8838672638, output_fired_time: 2.6961283684, propagate_forward_time: 86.1891708374, propagate_backward_time: 131.8472747803, weight_update_time: 0.2110032886, other_time: 3.8827667236
epoch time: 18.4204540253s, input_fired_time: 0.3503075540, output_fired_time: 0.0000000000, propagate_forward_time: 17.3713417053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6988048553
validation[          , genome  6948] predictions:    9792/  10000 (97.92%), best:    9832/10000 (98.32%), error:       686.61530, best error:       602.70752 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 228.8542938232s, input_fired_time: 2.9146630764, output_fired_time: 2.7078433037, propagate_forward_time: 86.7407836914, propagate_backward_time: 132.5445404053, weight_update_time: 0.2135294974, other_time: 3.9464721680
epoch time: 18.3845176697s, input_fired_time: 0.3522374332, output_fired_time: 0.0000000000, propagate_forward_time: 17.3178005219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7144794464
validation[          , genome  6948] predictions:    9762/  10000 (97.62%), best:    9832/10000 (98.32%), error:       754.48462, best error:       602.70752 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 228.0630950928s, input_fired_time: 2.9169695377, output_fired_time: 2.7010877132, propagate_forward_time: 86.4758148193, propagate_backward_time: 132.0151977539, weight_update_time: 0.2123556882, other_time: 3.9540252686
epoch time: 18.4188442230s, input_fired_time: 0.3556978405, output_fired_time: 0.0000000000, propagate_forward_time: 17.3522548676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7108917236
validation[          , genome  6948] predictions:    9742/  10000 (97.42%), best:    9832/10000 (98.32%), error:       812.53931, best error:       602.70752 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 226.9683532715s, input_fired_time: 2.8580327034, output_fired_time: 2.6879358292, propagate_forward_time: 86.0964508057, propagate_backward_time: 131.5013275146, weight_update_time: 0.2085168660, other_time: 3.8246002197
epoch time: 18.2603492737s, input_fired_time: 0.3528303504, output_fired_time: 0.0000000000, propagate_forward_time: 17.1911106110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7164077759
validation[          , genome  6948] predictions:    9796/  10000 (97.96%), best:    9832/10000 (98.32%), error:       669.78156, best error:       602.70752 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 227.1892852783s, input_fired_time: 2.8941714764, output_fired_time: 2.6836428642, propagate_forward_time: 86.0619125366, propagate_backward_time: 131.6387176514, weight_update_time: 0.2112536579, other_time: 3.9108428955
epoch time: 18.4776153564s, input_fired_time: 0.3481765091, output_fired_time: 0.0000000000, propagate_forward_time: 17.4414005280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6880378723
validation[          , genome  6948] predictions:    9801/  10000 (98.01%), best:    9832/10000 (98.32%), error:       704.89368, best error:       602.70752 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 226.4542541504s, input_fired_time: 2.8426904678, output_fired_time: 2.6758608818, propagate_forward_time: 85.9167098999, propagate_backward_time: 131.2221221924, weight_update_time: 0.2081803828, other_time: 3.7968597412
epoch time: 18.2086353302s, input_fired_time: 0.3464982808, output_fired_time: 0.0000000000, propagate_forward_time: 17.1796474457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6824893951
validation[          , genome  6948] predictions:    9801/  10000 (98.01%), best:    9832/10000 (98.32%), error:       605.67334, best error:       602.70752 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 229.3087463379s, input_fired_time: 2.8796913624, output_fired_time: 2.7172806263, propagate_forward_time: 87.0232086182, propagate_backward_time: 132.8458862305, weight_update_time: 0.2094666809, other_time: 3.8426818848
epoch time: 18.4614467621s, input_fired_time: 0.3533352315, output_fired_time: 0.0000000000, propagate_forward_time: 17.4200248718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6880874634
validation[          , genome  6948] predictions:    9795/  10000 (97.95%), best:    9832/10000 (98.32%), error:       658.86792, best error:       602.70752 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 227.1348876953s, input_fired_time: 2.8503425121, output_fired_time: 2.6981239319, propagate_forward_time: 86.2182083130, propagate_backward_time: 131.5790557861, weight_update_time: 0.2076236159, other_time: 3.7891693115
epoch time: 18.3024597168s, input_fired_time: 0.3490872383, output_fired_time: 0.0000000000, propagate_forward_time: 17.2661876678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6871852875
validation[          , genome  6948] predictions:    9799/  10000 (97.99%), best:    9832/10000 (98.32%), error:       685.06750, best error:       602.70752 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 226.6213531494s, input_fired_time: 2.8487017155, output_fired_time: 2.6799719334, propagate_forward_time: 85.8115386963, propagate_backward_time: 131.5021514893, weight_update_time: 0.2078889757, other_time: 3.7789764404
epoch time: 18.3651008606s, input_fired_time: 0.3511281013, output_fired_time: 0.0000000000, propagate_forward_time: 17.3296642303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6843090057
validation[          , genome  6948] predictions:    9790/  10000 (97.90%), best:    9832/10000 (98.32%), error:       749.85284, best error:       602.70752 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 228.9503936768s, input_fired_time: 2.9244248867, output_fired_time: 2.7044935226, propagate_forward_time: 86.8674850464, propagate_backward_time: 132.5018463135, weight_update_time: 0.2122284323, other_time: 3.9521331787
epoch time: 18.3517017365s, input_fired_time: 0.3542446792, output_fired_time: 0.0000000000, propagate_forward_time: 17.2853984833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7120590210
validation[          , genome  6948] predictions:    9770/  10000 (97.70%), best:    9832/10000 (98.32%), error:       745.92047, best error:       602.70752 on epoch:    41, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 229.1577301025s, input_fired_time: 2.9163999557, output_fired_time: 2.7076516151, propagate_forward_time: 86.8951721191, propagate_backward_time: 132.6876525879, weight_update_time: 0.2151479721, other_time: 3.9508514404
epoch time: 18.4030284882s, input_fired_time: 0.3572296500, output_fired_time: 0.0000000000, propagate_forward_time: 17.3321437836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7136554718
validation[          , genome  6948] predictions:    9815/  10000 (98.15%), best:    9832/10000 (98.32%), error:       612.87030, best error:       602.70752 on epoch:    41, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 228.2126159668s, input_fired_time: 2.9196734428, output_fired_time: 2.6960241795, propagate_forward_time: 86.5226593018, propagate_backward_time: 132.1304168701, weight_update_time: 0.2118699402, other_time: 3.9438323975
epoch time: 18.4274654388s, input_fired_time: 0.3525945842, output_fired_time: 0.0000000000, propagate_forward_time: 17.3616065979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7132644653
validation[          , genome  6948] predictions:    9783/  10000 (97.83%), best:    9832/10000 (98.32%), error:       711.89978, best error:       602.70752 on epoch:    41, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 228.6407470703s, input_fired_time: 2.8598244190, output_fired_time: 2.7097458839, propagate_forward_time: 86.7498016357, propagate_backward_time: 132.5315704346, weight_update_time: 0.2089290321, other_time: 3.7898101807
epoch time: 18.3452873230s, input_fired_time: 0.3506654203, output_fired_time: 0.0000000000, propagate_forward_time: 17.3077659607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6868553162
validation[          , genome  6948] predictions:    9813/  10000 (98.13%), best:    9832/10000 (98.32%), error:       612.71100, best error:       602.70752 on epoch:    41, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 227.7996368408s, input_fired_time: 2.9214727879, output_fired_time: 2.7043204308, propagate_forward_time: 86.3373947144, propagate_backward_time: 131.8872528076, weight_update_time: 0.2128805965, other_time: 3.9492034912
epoch time: 18.0608634949s, input_fired_time: 0.3531318605, output_fired_time: 0.0000000000, propagate_forward_time: 16.9937820435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7139492035
validation[          , genome  6948] predictions:    9811/  10000 (98.11%), best:    9832/10000 (98.32%), error:       632.78186, best error:       602.70752 on epoch:    41, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 226.0119323730s, input_fired_time: 2.8499858379, output_fired_time: 2.6739683151, propagate_forward_time: 85.6830215454, propagate_backward_time: 131.0156860352, weight_update_time: 0.2065255791, other_time: 3.7892761230
epoch time: 18.2456035614s, input_fired_time: 0.3510145545, output_fired_time: 0.0000000000, propagate_forward_time: 17.2063083649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6882801056
validation[          , genome  6948] predictions:    9790/  10000 (97.90%), best:    9832/10000 (98.32%), error:       689.59448, best error:       602.70752 on epoch:    41, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 228.5373687744s, input_fired_time: 2.9245927334, output_fired_time: 2.7071950436, propagate_forward_time: 86.6361618042, propagate_backward_time: 132.3230895996, weight_update_time: 0.2125025690, other_time: 3.9463195801
epoch time: 18.3537406921s, input_fired_time: 0.3500017524, output_fired_time: 0.0000000000, propagate_forward_time: 17.3161354065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6876029968
validation[          , genome  6948] predictions:    9802/  10000 (98.02%), best:    9832/10000 (98.32%), error:       632.57599, best error:       602.70752 on epoch:    41, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 227.3651733398s, input_fired_time: 2.8674616814, output_fired_time: 2.6847503185, propagate_forward_time: 86.2404556274, propagate_backward_time: 131.7615356445, weight_update_time: 0.2100794464, other_time: 3.8109741211
epoch time: 18.3316593170s, input_fired_time: 0.3516534567, output_fired_time: 0.0000000000, propagate_forward_time: 17.2957992554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6842060089
validation[          , genome  6948] predictions:    9824/  10000 (98.24%), best:    9824/10000 (98.24%), error:       580.92328, best error:       580.92328 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 228.9083709717s, input_fired_time: 2.8599090576, output_fired_time: 2.7105503082, propagate_forward_time: 86.8769073486, propagate_backward_time: 132.6701354980, weight_update_time: 0.2076820433, other_time: 3.7908630371
epoch time: 18.3970832825s, input_fired_time: 0.3543163836, output_fired_time: 0.0000000000, propagate_forward_time: 17.3284950256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7142715454
validation[          , genome  6948] predictions:    9786/  10000 (97.86%), best:    9824/10000 (98.24%), error:       726.00818, best error:       580.92328 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 227.3396759033s, input_fired_time: 2.8504109383, output_fired_time: 2.6842451096, propagate_forward_time: 86.3226242065, propagate_backward_time: 131.6945343018, weight_update_time: 0.2066632658, other_time: 3.7878570557
epoch time: 18.3107986450s, input_fired_time: 0.3483554423, output_fired_time: 0.0000000000, propagate_forward_time: 17.2752151489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6872272491
validation[          , genome  6948] predictions:    9770/  10000 (97.70%), best:    9824/10000 (98.24%), error:       719.23828, best error:       580.92328 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 227.0705871582s, input_fired_time: 2.9174354076, output_fired_time: 2.6909632683, propagate_forward_time: 85.9703826904, propagate_backward_time: 131.5554351807, weight_update_time: 0.2111629397, other_time: 3.9363708496
epoch time: 18.3085861206s, input_fired_time: 0.3543582559, output_fired_time: 0.0000000000, propagate_forward_time: 17.2429428101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7112846375
validation[          , genome  6948] predictions:    9813/  10000 (98.13%), best:    9824/10000 (98.24%), error:       610.73212, best error:       580.92328 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 227.7066345215s, input_fired_time: 2.8732907772, output_fired_time: 2.6869299412, propagate_forward_time: 86.4232559204, propagate_backward_time: 131.9179840088, weight_update_time: 0.2084756494, other_time: 3.8051605225
epoch time: 18.1066474915s, input_fired_time: 0.3516628742, output_fired_time: 0.0000000000, propagate_forward_time: 17.0664558411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6885280609
validation[          , genome  6948] predictions:    9794/  10000 (97.94%), best:    9824/10000 (98.24%), error:       728.81390, best error:       580.92328 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 226.5729522705s, input_fired_time: 2.8885812759, output_fired_time: 2.6900358200, propagate_forward_time: 85.8233184814, propagate_backward_time: 131.3020935059, weight_update_time: 0.2116336226, other_time: 3.8689270020
epoch time: 18.3326644897s, input_fired_time: 0.3494400382, output_fired_time: 0.0000000000, propagate_forward_time: 17.2936363220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6895885468
validation[          , genome  6948] predictions:    9817/  10000 (98.17%), best:    9824/10000 (98.24%), error:       588.42804, best error:       580.92328 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 226.6563568115s, input_fired_time: 2.9153831005, output_fired_time: 2.6778843403, propagate_forward_time: 85.7826232910, propagate_backward_time: 131.3376007080, weight_update_time: 0.2111728489, other_time: 3.9428558350
epoch time: 18.2727127075s, input_fired_time: 0.3556281924, output_fired_time: 0.0000000000, propagate_forward_time: 17.2067356110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7103481293
validation[          , genome  6948] predictions:    9748/  10000 (97.48%), best:    9824/10000 (98.24%), error:       810.48993, best error:       580.92328 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 227.0673370361s, input_fired_time: 2.9196739197, output_fired_time: 2.6826243401, propagate_forward_time: 86.0184631348, propagate_backward_time: 131.4971618652, weight_update_time: 0.2121600360, other_time: 3.9494171143
epoch time: 18.3260688782s, input_fired_time: 0.3562847972, output_fired_time: 0.0000000000, propagate_forward_time: 17.2539253235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7158584595
validation[          , genome  6948] predictions:    9795/  10000 (97.95%), best:    9824/10000 (98.24%), error:       666.81207, best error:       580.92328 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 227.4830322266s, input_fired_time: 2.9330253601, output_fired_time: 2.6919770241, propagate_forward_time: 86.0992965698, propagate_backward_time: 131.8146209717, weight_update_time: 0.2124496847, other_time: 3.9441070557
epoch time: 18.1396389008s, input_fired_time: 0.3555138111, output_fired_time: 0.0000000000, propagate_forward_time: 17.0674209595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7167034149
validation[          , genome  6948] predictions:    9804/  10000 (98.04%), best:    9824/10000 (98.24%), error:       653.72766, best error:       580.92328 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 228.1297302246s, input_fired_time: 2.9283854961, output_fired_time: 2.6945807934, propagate_forward_time: 86.4853820801, propagate_backward_time: 132.0781402588, weight_update_time: 0.2120131105, other_time: 3.9432373047
epoch time: 18.3785686493s, input_fired_time: 0.3555346727, output_fired_time: 0.0000000000, propagate_forward_time: 17.3076553345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7153778076
validation[          , genome  6948] predictions:    9789/  10000 (97.89%), best:    9824/10000 (98.24%), error:       705.91211, best error:       580.92328 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 227.4462280273s, input_fired_time: 2.9206111431, output_fired_time: 2.6883058548, propagate_forward_time: 86.1325759888, propagate_backward_time: 131.7983093262, weight_update_time: 0.2107059062, other_time: 3.9064331055
epoch time: 18.0380058289s, input_fired_time: 0.3554970920, output_fired_time: 0.0000000000, propagate_forward_time: 16.9728279114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7096805573
validation[          , genome  6948] predictions:    9780/  10000 (97.80%), best:    9824/10000 (98.24%), error:       741.26459, best error:       580.92328 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 226.8702850342s, input_fired_time: 2.8611803055, output_fired_time: 2.6788179874, propagate_forward_time: 86.0535583496, propagate_backward_time: 131.4866333008, weight_update_time: 0.2086301148, other_time: 3.7901000977
epoch time: 18.4811840057s, input_fired_time: 0.3515359759, output_fired_time: 0.0000000000, propagate_forward_time: 17.4414730072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6881752014
validation[          , genome  6948] predictions:    9820/  10000 (98.20%), best:    9824/10000 (98.24%), error:       601.29657, best error:       580.92328 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 227.4311828613s, input_fired_time: 2.8785073757, output_fired_time: 2.6827600002, propagate_forward_time: 86.2989807129, propagate_backward_time: 131.7752990723, weight_update_time: 0.2088625133, other_time: 3.7956390381
epoch time: 18.1385917664s, input_fired_time: 0.3533869088, output_fired_time: 0.0000000000, propagate_forward_time: 17.0963420868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6888618469
validation[          , genome  6948] predictions:    9816/  10000 (98.16%), best:    9824/10000 (98.24%), error:       613.17633, best error:       580.92328 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 228.6945343018s, input_fired_time: 2.8708374500, output_fired_time: 2.7097489834, propagate_forward_time: 86.7868347168, propagate_backward_time: 132.5428619385, weight_update_time: 0.2098705024, other_time: 3.7842559814
epoch time: 18.4341239929s, input_fired_time: 0.3525287807, output_fired_time: 0.0000000000, propagate_forward_time: 17.3939895630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6876049042
validation[          , genome  6948] predictions:    9812/  10000 (98.12%), best:    9824/10000 (98.24%), error:       621.26093, best error:       580.92328 on epoch:    73, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 226.2652740479s, input_fired_time: 2.8556275368, output_fired_time: 2.6782550812, propagate_forward_time: 85.6968688965, propagate_backward_time: 131.2477264404, weight_update_time: 0.2085106969, other_time: 3.7868041992
epoch time: 18.4201354980s, input_fired_time: 0.3554090261, output_fired_time: 0.0000000000, propagate_forward_time: 17.3791122437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6856136322
validation[          , genome  6948] predictions:    9781/  10000 (97.81%), best:    9824/10000 (98.24%), error:       712.39508, best error:       580.92328 on epoch:    73, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 227.1768493652s, input_fired_time: 2.9234876633, output_fired_time: 2.6876251698, propagate_forward_time: 86.0128784180, propagate_backward_time: 131.6127777100, weight_update_time: 0.2113292068, other_time: 3.9400787354
epoch time: 18.2332954407s, input_fired_time: 0.3578476608, output_fired_time: 0.0000000000, propagate_forward_time: 17.1649093628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7105388641
validation[          , genome  6948] predictions:    9790/  10000 (97.90%), best:    9824/10000 (98.24%), error:       667.39832, best error:       580.92328 on epoch:    73, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 227.4855651855s, input_fired_time: 2.9315636158, output_fired_time: 2.6846473217, propagate_forward_time: 86.1896514893, propagate_backward_time: 131.7266082764, weight_update_time: 0.2135081291, other_time: 3.9530944824
epoch time: 18.3114528656s, input_fired_time: 0.3593908846, output_fired_time: 0.0000000000, propagate_forward_time: 17.2362251282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7158374786
validation[          , genome  6948] predictions:    9806/  10000 (98.06%), best:    9824/10000 (98.24%), error:       646.92993, best error:       580.92328 on epoch:    73, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 228.8059844971s, input_fired_time: 2.9078345299, output_fired_time: 2.7037928104, propagate_forward_time: 86.7878570557, propagate_backward_time: 132.5375823975, weight_update_time: 0.2111796737, other_time: 3.8689117432
epoch time: 18.4342823029s, input_fired_time: 0.3543915153, output_fired_time: 0.0000000000, propagate_forward_time: 17.3921604156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6877307892
validation[          , genome  6948] predictions:    9780/  10000 (97.80%), best:    9824/10000 (98.24%), error:       700.87390, best error:       580.92328 on epoch:    73, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 228.8910980225s, input_fired_time: 2.9535202980, output_fired_time: 2.7115933895, propagate_forward_time: 86.8687286377, propagate_backward_time: 132.4190521240, weight_update_time: 0.2116749585, other_time: 3.9382019043
epoch time: 18.4322433472s, input_fired_time: 0.3603888750, output_fired_time: 0.0000000000, propagate_forward_time: 17.3618278503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7100257874
validation[          , genome  6948] predictions:    9827/  10000 (98.27%), best:    9824/10000 (98.24%), error:       592.99463, best error:       580.92328 on epoch:    73, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 228.4963226318s, input_fired_time: 2.8720448017, output_fired_time: 2.7070589066, propagate_forward_time: 86.5502090454, propagate_backward_time: 132.5791015625, weight_update_time: 0.2080750912, other_time: 3.7879028320
epoch time: 18.3226261139s, input_fired_time: 0.3544095457, output_fired_time: 0.0000000000, propagate_forward_time: 17.2834892273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6847267151
validation[          , genome  6948] predictions:    9775/  10000 (97.75%), best:    9824/10000 (98.24%), error:       723.14996, best error:       580.92328 on epoch:    73, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 227.7048339844s, input_fired_time: 2.9320046902, output_fired_time: 2.6928470135, propagate_forward_time: 86.3319320679, propagate_backward_time: 131.8131103516, weight_update_time: 0.2126870453, other_time: 3.9349365234
epoch time: 18.2474117279s, input_fired_time: 0.3570643365, output_fired_time: 0.0000000000, propagate_forward_time: 17.1782035828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7121429443
validation[          , genome  6948] predictions:    9814/  10000 (98.14%), best:    9824/10000 (98.24%), error:       601.65833, best error:       580.92328 on epoch:    73, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 228.4583282471s, input_fired_time: 2.9421021938, output_fired_time: 2.7012946606, propagate_forward_time: 86.5293273926, propagate_backward_time: 132.3320312500, weight_update_time: 0.2131329477, other_time: 3.9535675049
epoch time: 18.2963161469s, input_fired_time: 0.3604126275, output_fired_time: 0.0000000000, propagate_forward_time: 17.2208614349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7150421143
validation[          , genome  6948] predictions:    9836/  10000 (98.36%), best:    9824/10000 (98.24%), error:       582.58441, best error:       580.92328 on epoch:    73, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 228.4488372803s, input_fired_time: 2.9152445793, output_fired_time: 2.7003278732, propagate_forward_time: 86.6320266724, propagate_backward_time: 132.3416137695, weight_update_time: 0.2119540721, other_time: 3.8596191406
epoch time: 18.2968273163s, input_fired_time: 0.3538559079, output_fired_time: 0.0000000000, propagate_forward_time: 17.2570667267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6859054565
validation[          , genome  6948] predictions:    9824/  10000 (98.24%), best:    9824/10000 (98.24%), error:       605.31281, best error:       580.92328 on epoch:    73, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 227.0071563721s, input_fired_time: 2.9365451336, output_fired_time: 2.6808960438, propagate_forward_time: 86.0228576660, propagate_backward_time: 131.4226226807, weight_update_time: 0.2122667283, other_time: 3.9442443848
epoch time: 18.3520755768s, input_fired_time: 0.3611790240, output_fired_time: 0.0000000000, propagate_forward_time: 17.2792549133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7116413116
validation[          , genome  6948] predictions:    9794/  10000 (97.94%), best:    9824/10000 (98.24%), error:       632.74976, best error:       580.92328 on epoch:    73, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 227.3549041748s, input_fired_time: 2.8862836361, output_fired_time: 2.6901860237, propagate_forward_time: 86.2082061768, propagate_backward_time: 131.7719116211, weight_update_time: 0.2086397856, other_time: 3.7983245850
epoch time: 18.2180919647s, input_fired_time: 0.3534663618, output_fired_time: 0.0000000000, propagate_forward_time: 17.1793003082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6853256226
validation[          , genome  6948] predictions:    9815/  10000 (98.15%), best:    9824/10000 (98.24%), error:       615.01361, best error:       580.92328 on epoch:    73, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 227.8433380127s, input_fired_time: 2.9417810440, output_fired_time: 2.6896469593, propagate_forward_time: 86.3299331665, propagate_backward_time: 131.9310607910, weight_update_time: 0.2130966187, other_time: 3.9508972168
epoch time: 18.4645538330s, input_fired_time: 0.3584222496, output_fired_time: 0.0000000000, propagate_forward_time: 17.3941993713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7119331360
validation[          , genome  6948] predictions:    9791/  10000 (97.91%), best:    9824/10000 (98.24%), error:       676.75433, best error:       580.92328 on epoch:    73, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 227.5844879150s, input_fired_time: 2.8850245476, output_fired_time: 2.6992204189, propagate_forward_time: 86.3639678955, propagate_backward_time: 131.8287658691, weight_update_time: 0.2078337669, other_time: 3.8075103760
epoch time: 18.3208942413s, input_fired_time: 0.3552744985, output_fired_time: 0.0000000000, propagate_forward_time: 17.2789688110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6866512299
validation[          , genome  6948] predictions:    9812/  10000 (98.12%), best:    9824/10000 (98.24%), error:       621.48663, best error:       580.92328 on epoch:    73, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 227.2042999268s, input_fired_time: 2.8821344376, output_fired_time: 2.6847288609, propagate_forward_time: 86.2875747681, propagate_backward_time: 131.5673522949, weight_update_time: 0.2092425525, other_time: 3.7825012207
epoch time: 18.3287868500s, input_fired_time: 0.3562590480, output_fired_time: 0.0000000000, propagate_forward_time: 17.2834777832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6890506744
validation[          , genome  6948] predictions:    9839/  10000 (98.39%), best:    9824/10000 (98.24%), error:       597.86554, best error:       580.92328 on epoch:    73, 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: 91.8375320435s, input_fired_time: 1.7643400431, output_fired_time: 0.0000000000, propagate_forward_time: 86.5632934570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5098953247
best training[          , genome  6948] predictions:   49817/  50000 (99.63%), best:    9824/10000 (98.24%), error:       851.44196, best error:       580.92328 on epoch:    73, 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: 18.2590522766s, input_fired_time: 0.3495259583, output_fired_time: 0.0000000000, propagate_forward_time: 17.2259883881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6835384369
   testing[          , genome  6948] predictions:    9838/  10000 (98.38%), best:    9824/10000 (98.24%), error:       546.78821, best error:       580.92328 on epoch:    73, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:57:21 (4940): called boinc_finish(0)

</stderr_txt>
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