Nameexact_genome_1512568488_44_7052_1
Workunit2606580
Created7 Dec 2017, 23:35:12 UTC
Sent7 Dec 2017, 23:44:04 UTC
Report deadline17 Dec 2017, 23:15:01 UTC
Received9 Dec 2017, 7:00:05 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time4 hours 51 min 54 sec
CPU time4 hours 51 min 25 sec
Validate stateValid
Credit2,494.96
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.44 MB
Peak swap size160.00 MB
Peak disk usage2.20 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000 (97.20%), best:    9720/10000 (97.20%), error:       928.55988, best error:       928.55988 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 159.1759338379s, input_fired_time: 1.9230697155, output_fired_time: 1.7908402681, propagate_forward_time: 60.5814666748, propagate_backward_time: 91.4418106079, weight_update_time: 0.1729875207, other_time: 3.4387435913
epoch time: 12.4743194580s, input_fired_time: 0.2308290452, output_fired_time: 0.0000000000, propagate_forward_time: 11.6370973587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6063928604
validation[          , genome  7052] predictions:    9734/  10000 (97.34%), best:    9720/10000 (97.20%), error:       932.01440, best error:       928.55988 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 159.6956634521s, input_fired_time: 1.9201900959, output_fired_time: 1.8011533022, propagate_forward_time: 60.7853889465, propagate_backward_time: 91.7608337402, weight_update_time: 0.1722789407, other_time: 3.4281005859
epoch time: 12.9885902405s, input_fired_time: 0.2391107231, output_fired_time: 0.0000000000, propagate_forward_time: 12.1297798157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6196994781
validation[          , genome  7052] predictions:    9688/  10000 (96.88%), best:    9720/10000 (97.20%), error:      1017.51495, best error:       928.55988 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 159.6573791504s, input_fired_time: 1.9212980270, output_fired_time: 1.7996778488, propagate_forward_time: 60.6883277893, propagate_backward_time: 91.8119201660, weight_update_time: 0.1726936400, other_time: 3.4361572266
epoch time: 13.1701431274s, input_fired_time: 0.2409871668, output_fired_time: 0.0000000000, propagate_forward_time: 12.3015127182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6276435852
validation[          , genome  7052] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       841.07104, best error:       841.07104 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 159.9364318848s, input_fired_time: 1.9235414267, output_fired_time: 1.8003116846, propagate_forward_time: 60.8472557068, propagate_backward_time: 91.9214401245, weight_update_time: 0.1733315736, other_time: 3.4438858032
epoch time: 13.0479660034s, input_fired_time: 0.2394911647, output_fired_time: 0.0000000000, propagate_forward_time: 12.1816911697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6267833710
validation[          , genome  7052] predictions:    9666/  10000 (96.66%), best:    9769/10000 (97.69%), error:      1067.64026, best error:       841.07104 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 158.9109802246s, input_fired_time: 1.9232712984, output_fired_time: 1.7847129107, propagate_forward_time: 60.4972801208, propagate_backward_time: 91.2670593262, weight_update_time: 0.1721401960, other_time: 3.4386444092
epoch time: 13.1031589508s, input_fired_time: 0.2398720980, output_fired_time: 0.0000000000, propagate_forward_time: 12.2473716736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6159152985
validation[          , genome  7052] predictions:    9711/  10000 (97.11%), best:    9769/10000 (97.69%), error:      1004.25598, best error:       841.07104 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 159.2078247070s, input_fired_time: 1.9259098768, output_fired_time: 1.7956213951, propagate_forward_time: 60.4533538818, propagate_backward_time: 91.5871505737, weight_update_time: 0.1720547080, other_time: 3.4457931519
epoch time: 13.0354795456s, input_fired_time: 0.2388844192, output_fired_time: 0.0000000000, propagate_forward_time: 12.1747770309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6218185425
validation[          , genome  7052] predictions:    9673/  10000 (96.73%), best:    9769/10000 (97.69%), error:      1087.55872, best error:       841.07104 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 158.9200744629s, input_fired_time: 1.9225630760, output_fired_time: 1.7882727385, propagate_forward_time: 60.4953880310, propagate_backward_time: 91.2734375000, weight_update_time: 0.1723823994, other_time: 3.4404144287
epoch time: 13.1425952911s, input_fired_time: 0.2430843413, output_fired_time: 0.0000000000, propagate_forward_time: 12.2664022446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6331090927
validation[          , genome  7052] predictions:    9690/  10000 (96.90%), best:    9769/10000 (97.69%), error:      1041.83032, best error:       841.07104 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 159.0265045166s, input_fired_time: 1.9246865511, output_fired_time: 1.7852929831, propagate_forward_time: 60.6086463928, propagate_backward_time: 91.3109664917, weight_update_time: 0.1713588685, other_time: 3.3969192505
epoch time: 12.8300266266s, input_fired_time: 0.2365932018, output_fired_time: 0.0000000000, propagate_forward_time: 11.9833288193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6101045609
validation[          , genome  7052] predictions:    9656/  10000 (96.56%), best:    9769/10000 (97.69%), error:      1047.18494, best error:       841.07104 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 159.8126678467s, input_fired_time: 1.9294512272, output_fired_time: 1.7967416048, propagate_forward_time: 60.7255592346, propagate_backward_time: 91.9402008057, weight_update_time: 0.1728421450, other_time: 3.4207153320
epoch time: 13.0257997513s, input_fired_time: 0.2384809256, output_fired_time: 0.0000000000, propagate_forward_time: 12.1792612076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6080579758
validation[          , genome  7052] predictions:    9713/  10000 (97.13%), best:    9769/10000 (97.69%), error:       935.66827, best error:       841.07104 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 158.3126525879s, input_fired_time: 1.9249235392, output_fired_time: 1.7831923962, propagate_forward_time: 60.0964431763, propagate_backward_time: 91.0711669922, weight_update_time: 0.1716768593, other_time: 3.4369277954
epoch time: 13.0970554352s, input_fired_time: 0.2410066128, output_fired_time: 0.0000000000, propagate_forward_time: 12.2307167053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6253318787
validation[          , genome  7052] predictions:    9721/  10000 (97.21%), best:    9769/10000 (97.69%), error:       962.58966, best error:       841.07104 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 159.5362548828s, input_fired_time: 1.9286438227, output_fired_time: 1.7969255447, propagate_forward_time: 60.7070121765, propagate_backward_time: 91.6972503662, weight_update_time: 0.1716911495, other_time: 3.4064178467
epoch time: 12.6370868683s, input_fired_time: 0.2356158197, output_fired_time: 0.0000000000, propagate_forward_time: 11.7864723206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6149988174
validation[          , genome  7052] predictions:    9719/  10000 (97.19%), best:    9769/10000 (97.69%), error:       916.36603, best error:       841.07104 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 159.0816955566s, input_fired_time: 1.9339663982, output_fired_time: 1.7950688601, propagate_forward_time: 60.3992195129, propagate_backward_time: 91.5191192627, weight_update_time: 0.1723910570, other_time: 3.4343261719
epoch time: 12.9172477722s, input_fired_time: 0.2389115542, output_fired_time: 0.0000000000, propagate_forward_time: 12.0694179535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6089181900
validation[          , genome  7052] predictions:    9696/  10000 (96.96%), best:    9769/10000 (97.69%), error:      1037.64954, best error:       841.07104 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 159.8162994385s, input_fired_time: 1.9406850338, output_fired_time: 1.7933439016, propagate_forward_time: 60.7597656250, propagate_backward_time: 91.8731002808, weight_update_time: 0.1730668843, other_time: 3.4493942261
epoch time: 13.0725011826s, input_fired_time: 0.2392038405, output_fired_time: 0.0000000000, propagate_forward_time: 12.2261075974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6071901321
validation[          , genome  7052] predictions:    9717/  10000 (97.17%), best:    9769/10000 (97.69%), error:       914.07153, best error:       841.07104 on epoch:    17, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 159.5805664063s, input_fired_time: 1.9342331886, output_fired_time: 1.8013193607, propagate_forward_time: 60.6712989807, propagate_backward_time: 91.7428894043, weight_update_time: 0.1729393899, other_time: 3.4308319092
epoch time: 12.9076442719s, input_fired_time: 0.2415524572, output_fired_time: 0.0000000000, propagate_forward_time: 12.0352067947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6308851242
validation[          , genome  7052] predictions:    9758/  10000 (97.58%), best:    9769/10000 (97.69%), error:       846.88617, best error:       841.07104 on epoch:    17, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 159.4236907959s, input_fired_time: 1.9332532883, output_fired_time: 1.7971644402, propagate_forward_time: 60.5777053833, propagate_backward_time: 91.6984329224, weight_update_time: 0.1722317934, other_time: 3.4171295166
epoch time: 13.0453176498s, input_fired_time: 0.2396882623, output_fired_time: 0.0000000000, propagate_forward_time: 12.1938533783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6117763519
validation[          , genome  7052] predictions:    9729/  10000 (97.29%), best:    9769/10000 (97.69%), error:       857.40247, best error:       841.07104 on epoch:    17, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 158.9824676514s, input_fired_time: 1.9351519346, output_fired_time: 1.7869746685, propagate_forward_time: 60.3888359070, propagate_backward_time: 91.4372024536, weight_update_time: 0.1725261956, other_time: 3.4343032837
epoch time: 12.8203258514s, input_fired_time: 0.2394609153, output_fired_time: 0.0000000000, propagate_forward_time: 11.9803628922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6005020142
validation[          , genome  7052] predictions:    9710/  10000 (97.10%), best:    9769/10000 (97.69%), error:       933.57391, best error:       841.07104 on epoch:    17, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 159.6698760986s, input_fired_time: 1.9379469156, output_fired_time: 1.8017252684, propagate_forward_time: 60.7667312622, propagate_backward_time: 91.7536926270, weight_update_time: 0.1719670892, other_time: 3.4097824097
epoch time: 12.9534940720s, input_fired_time: 0.2431765199, output_fired_time: 0.0000000000, propagate_forward_time: 12.0836877823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6266298294
validation[          , genome  7052] predictions:    9706/  10000 (97.06%), best:    9769/10000 (97.69%), error:       916.65729, best error:       841.07104 on epoch:    17, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 159.4666137695s, input_fired_time: 1.9386872053, output_fired_time: 1.7958258390, propagate_forward_time: 60.6421661377, propagate_backward_time: 91.6708984375, weight_update_time: 0.1726285815, other_time: 3.4190368652
epoch time: 13.0713119507s, input_fired_time: 0.2424428165, output_fired_time: 0.0000000000, propagate_forward_time: 12.2032585144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6256103516
validation[          , genome  7052] predictions:    9728/  10000 (97.28%), best:    9769/10000 (97.69%), error:       868.35675, best error:       841.07104 on epoch:    17, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 158.6349487305s, input_fired_time: 1.9408600330, output_fired_time: 1.7877095938, propagate_forward_time: 60.2319526672, propagate_backward_time: 91.2354660034, weight_update_time: 0.1722159684, other_time: 3.4389724731
epoch time: 13.0579938889s, input_fired_time: 0.2436833382, output_fired_time: 0.0000000000, propagate_forward_time: 12.2019262314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6123838425
validation[          , genome  7052] predictions:    9750/  10000 (97.50%), best:    9769/10000 (97.69%), error:       867.83313, best error:       841.07104 on epoch:    17, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 158.5891571045s, input_fired_time: 1.9417964220, output_fired_time: 1.7936576605, propagate_forward_time: 60.2201957703, propagate_backward_time: 91.1969604492, weight_update_time: 0.1719998866, other_time: 3.4365386963
epoch time: 13.0000543594s, input_fired_time: 0.2424284816, output_fired_time: 0.0000000000, propagate_forward_time: 12.1478099823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6098155975
validation[          , genome  7052] predictions:    9727/  10000 (97.27%), best:    9769/10000 (97.69%), error:       911.02454, best error:       841.07104 on epoch:    17, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 160.1723022461s, input_fired_time: 1.9499735832, output_fired_time: 1.8032950163, propagate_forward_time: 60.8945007324, propagate_backward_time: 92.1002578735, weight_update_time: 0.1731738895, other_time: 3.4242782593
epoch time: 12.7067975998s, input_fired_time: 0.2410353273, output_fired_time: 0.0000000000, propagate_forward_time: 11.8449354172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6208267212
validation[          , genome  7052] predictions:    9645/  10000 (96.45%), best:    9769/10000 (97.69%), error:      1157.00427, best error:       841.07104 on epoch:    17, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 159.9412841797s, input_fired_time: 1.9562683105, output_fired_time: 1.8025456667, propagate_forward_time: 60.8798942566, propagate_backward_time: 91.8701782227, weight_update_time: 0.1727018505, other_time: 3.4323883057
epoch time: 13.0355300903s, input_fired_time: 0.2456689477, output_fired_time: 0.0000000000, propagate_forward_time: 12.1649312973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6249294281
validation[          , genome  7052] predictions:    9730/  10000 (97.30%), best:    9769/10000 (97.69%), error:       892.35669, best error:       841.07104 on epoch:    17, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 159.5551757813s, input_fired_time: 1.9612195492, output_fired_time: 1.7928141356, propagate_forward_time: 60.6142654419, propagate_backward_time: 91.7221298218, weight_update_time: 0.1732736975, other_time: 3.4647521973
epoch time: 13.0906610489s, input_fired_time: 0.2433172762, output_fired_time: 0.0000000000, propagate_forward_time: 12.2340002060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6133432388
validation[          , genome  7052] predictions:    9731/  10000 (97.31%), best:    9769/10000 (97.69%), error:       901.30750, best error:       841.07104 on epoch:    17, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 159.4966125488s, input_fired_time: 1.9519424438, output_fired_time: 1.7945715189, propagate_forward_time: 60.5015830994, propagate_backward_time: 91.7972183228, weight_update_time: 0.1733459085, other_time: 3.4513015747
epoch time: 13.0634918213s, input_fired_time: 0.2455235124, output_fired_time: 0.0000000000, propagate_forward_time: 12.1922473907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6257209778
validation[          , genome  7052] predictions:    9724/  10000 (97.24%), best:    9769/10000 (97.69%), error:       932.69989, best error:       841.07104 on epoch:    17, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 159.6467437744s, input_fired_time: 1.9530631304, output_fired_time: 1.7968794107, propagate_forward_time: 60.7149658203, propagate_backward_time: 91.7579193115, weight_update_time: 0.1725441515, other_time: 3.4239196777
epoch time: 12.7577085495s, input_fired_time: 0.2448927462, output_fired_time: 0.0000000000, propagate_forward_time: 11.8930063248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6198091507
validation[          , genome  7052] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       816.47913, best error:       816.47913 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 158.7286376953s, input_fired_time: 1.9480770826, output_fired_time: 1.7868446112, propagate_forward_time: 60.1672592163, propagate_backward_time: 91.3847351074, weight_update_time: 0.1726644188, other_time: 3.4417190552
epoch time: 13.0165882111s, input_fired_time: 0.2464072406, output_fired_time: 0.0000000000, propagate_forward_time: 12.1478481293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6223325729
validation[          , genome  7052] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       802.56073, best error:       802.56073 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 158.7108764648s, input_fired_time: 1.9483755827, output_fired_time: 1.7832400799, propagate_forward_time: 60.2413825989, propagate_backward_time: 91.3196105957, weight_update_time: 0.1718181521, other_time: 3.4182739258
epoch time: 13.0274009705s, input_fired_time: 0.2453473508, output_fired_time: 0.0000000000, propagate_forward_time: 12.1739559174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6080980301
validation[          , genome  7052] predictions:    9752/  10000 (97.52%), best:    9755/10000 (97.55%), error:       826.00989, best error:       802.56073 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 159.4405364990s, input_fired_time: 1.9470602274, output_fired_time: 1.7998402119, propagate_forward_time: 60.6477165222, propagate_backward_time: 91.6365585327, weight_update_time: 0.1721790433, other_time: 3.4093551636
epoch time: 13.0174932480s, input_fired_time: 0.2465848774, output_fired_time: 0.0000000000, propagate_forward_time: 12.1486701965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6222381592
validation[          , genome  7052] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       770.92450, best error:       770.92450 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 159.1990814209s, input_fired_time: 1.9486889839, output_fired_time: 1.7917430401, propagate_forward_time: 60.5193443298, propagate_backward_time: 91.5188446045, weight_update_time: 0.1716865599, other_time: 3.4204559326
epoch time: 12.5691413879s, input_fired_time: 0.2387451679, output_fired_time: 0.0000000000, propagate_forward_time: 11.7230443954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6073522568
validation[          , genome  7052] predictions:    9729/  10000 (97.29%), best:    9774/10000 (97.74%), error:       885.12994, best error:       770.92450 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 159.0359344482s, input_fired_time: 1.9535452127, output_fired_time: 1.7945874929, propagate_forward_time: 60.5168647766, propagate_backward_time: 91.3522872925, weight_update_time: 0.1725932956, other_time: 3.4186477661
epoch time: 13.1106576920s, input_fired_time: 0.2472914159, output_fired_time: 0.0000000000, propagate_forward_time: 12.2369194031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6264467239
validation[          , genome  7052] predictions:    9733/  10000 (97.33%), best:    9774/10000 (97.74%), error:       871.07526, best error:       770.92450 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 157.8808898926s, input_fired_time: 1.9501814842, output_fired_time: 1.7862917185, propagate_forward_time: 59.9471435547, propagate_backward_time: 90.7549362183, weight_update_time: 0.1717122197, other_time: 3.4423446655
epoch time: 13.0563936234s, input_fired_time: 0.2483968437, output_fired_time: 0.0000000000, propagate_forward_time: 12.1889123917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6190843582
validation[          , genome  7052] predictions:    9691/  10000 (96.91%), best:    9774/10000 (97.74%), error:       920.66003, best error:       770.92450 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 158.3699798584s, input_fired_time: 1.9468992949, output_fired_time: 1.7766405344, propagate_forward_time: 60.2173500061, propagate_backward_time: 91.0203323364, weight_update_time: 0.1715267748, other_time: 3.4087600708
epoch time: 13.1058664322s, input_fired_time: 0.2459310591, output_fired_time: 0.0000000000, propagate_forward_time: 12.2421741486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6177616119
validation[          , genome  7052] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       753.17505, best error:       753.17505 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 159.2969055176s, input_fired_time: 1.9562903643, output_fired_time: 1.7920078039, propagate_forward_time: 60.5033073425, propagate_backward_time: 91.6103515625, weight_update_time: 0.1720393002, other_time: 3.4349517822
epoch time: 12.9535207748s, input_fired_time: 0.2459802330, output_fired_time: 0.0000000000, propagate_forward_time: 12.0824155807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6251249313
validation[          , genome  7052] predictions:    9719/  10000 (97.19%), best:    9778/10000 (97.78%), error:       860.43280, best error:       753.17505 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 159.7983551025s, input_fired_time: 1.9672446251, output_fired_time: 1.8006261587, propagate_forward_time: 60.7471847534, propagate_backward_time: 91.7923202515, weight_update_time: 0.1746991575, other_time: 3.4909820557
epoch time: 12.9082183838s, input_fired_time: 0.2436280996, output_fired_time: 0.0000000000, propagate_forward_time: 12.0475101471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6170797348
validation[          , genome  7052] predictions:    9757/  10000 (97.57%), best:    9778/10000 (97.78%), error:       768.62219, best error:       753.17505 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 159.4089508057s, input_fired_time: 1.9556572437, output_fired_time: 1.7965854406, propagate_forward_time: 60.4507484436, propagate_backward_time: 91.7684097290, weight_update_time: 0.1727340519, other_time: 3.4375534058
epoch time: 12.4343118668s, input_fired_time: 0.2408612221, output_fired_time: 0.0000000000, propagate_forward_time: 11.5754575729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6179933548
validation[          , genome  7052] predictions:    9772/  10000 (97.72%), best:    9778/10000 (97.78%), error:       776.63171, best error:       753.17505 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 159.3164978027s, input_fired_time: 1.9581845999, output_fired_time: 1.7861268520, propagate_forward_time: 60.5446395874, propagate_backward_time: 91.5950927734, weight_update_time: 0.1727187634, other_time: 3.4324417114
epoch time: 13.0342721939s, input_fired_time: 0.2451251596, output_fired_time: 0.0000000000, propagate_forward_time: 12.1729001999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6162471771
validation[          , genome  7052] predictions:    9765/  10000 (97.65%), best:    9778/10000 (97.78%), error:       864.40356, best error:       753.17505 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 159.7152557373s, input_fired_time: 1.9640275240, output_fired_time: 1.7970887423, propagate_forward_time: 60.6845130920, propagate_backward_time: 91.8337936401, weight_update_time: 0.1734570414, other_time: 3.4358291626
epoch time: 13.0522842407s, input_fired_time: 0.2444442213, output_fired_time: 0.0000000000, propagate_forward_time: 12.1988534927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6089868546
validation[          , genome  7052] predictions:    9759/  10000 (97.59%), best:    9778/10000 (97.78%), error:       812.64362, best error:       753.17505 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 157.7328033447s, input_fired_time: 1.9529852867, output_fired_time: 1.7850744724, propagate_forward_time: 59.7846145630, propagate_backward_time: 90.7623748779, weight_update_time: 0.1722907424, other_time: 3.4477462769
epoch time: 12.8948431015s, input_fired_time: 0.2443336546, output_fired_time: 0.0000000000, propagate_forward_time: 12.0358076096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6147022247
validation[          , genome  7052] predictions:    9743/  10000 (97.43%), best:    9778/10000 (97.78%), error:       900.63501, best error:       753.17505 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 159.3047637939s, input_fired_time: 1.9639303684, output_fired_time: 1.7927443981, propagate_forward_time: 60.5599403381, propagate_backward_time: 91.5500488281, weight_update_time: 0.1727612913, other_time: 3.4381103516
epoch time: 13.0600681305s, input_fired_time: 0.2492871881, output_fired_time: 0.0000000000, propagate_forward_time: 12.1828660965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6279144287
validation[          , genome  7052] predictions:    9764/  10000 (97.64%), best:    9778/10000 (97.78%), error:       783.75659, best error:       753.17505 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 159.5585174561s, input_fired_time: 1.9678596258, output_fired_time: 1.7951718569, propagate_forward_time: 60.6288719177, propagate_backward_time: 91.7063751221, weight_update_time: 0.1733648628, other_time: 3.4602355957
epoch time: 13.0267553329s, input_fired_time: 0.2466914058, output_fired_time: 0.0000000000, propagate_forward_time: 12.1673574448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6127061844
validation[          , genome  7052] predictions:    9718/  10000 (97.18%), best:    9778/10000 (97.78%), error:       889.89813, best error:       753.17505 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 158.7521667480s, input_fired_time: 1.9598765373, output_fired_time: 1.7882041931, propagate_forward_time: 60.2715568542, propagate_backward_time: 91.2754211426, weight_update_time: 0.1725216657, other_time: 3.4571075439
epoch time: 13.0709362030s, input_fired_time: 0.2485063970, output_fired_time: 0.0000000000, propagate_forward_time: 12.2000637054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6223659515
validation[          , genome  7052] predictions:    9745/  10000 (97.45%), best:    9778/10000 (97.78%), error:       870.75549, best error:       753.17505 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 159.4577178955s, input_fired_time: 1.9630223513, output_fired_time: 1.7979038954, propagate_forward_time: 60.5158195496, propagate_backward_time: 91.7394943237, weight_update_time: 0.1738881171, other_time: 3.4414749146
epoch time: 13.0615282059s, input_fired_time: 0.2488335669, output_fired_time: 0.0000000000, propagate_forward_time: 12.1849699020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6277246475
validation[          , genome  7052] predictions:    9751/  10000 (97.51%), best:    9778/10000 (97.78%), error:       829.22321, best error:       753.17505 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 158.3343811035s, input_fired_time: 1.9620659351, output_fired_time: 1.7840983868, propagate_forward_time: 60.1466407776, propagate_backward_time: 90.9784545898, weight_update_time: 0.1729788333, other_time: 3.4631195068
epoch time: 13.1114664078s, input_fired_time: 0.2478238791, output_fired_time: 0.0000000000, propagate_forward_time: 12.2584257126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6052169800
validation[          , genome  7052] predictions:    9730/  10000 (97.30%), best:    9778/10000 (97.78%), error:       907.45380, best error:       753.17505 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 159.7674560547s, input_fired_time: 1.9754528999, output_fired_time: 1.8001201153, propagate_forward_time: 60.7931365967, propagate_backward_time: 91.7252731323, weight_update_time: 0.1740356237, other_time: 3.4734725952
epoch time: 12.9048795700s, input_fired_time: 0.2447693199, output_fired_time: 0.0000000000, propagate_forward_time: 12.0508203506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6092901230
validation[          , genome  7052] predictions:    9749/  10000 (97.49%), best:    9778/10000 (97.78%), error:       819.20734, best error:       753.17505 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 159.3263397217s, input_fired_time: 1.9736856222, output_fired_time: 1.7899924517, propagate_forward_time: 60.7124137878, propagate_backward_time: 91.4011077881, weight_update_time: 0.1733797789, other_time: 3.4491424561
epoch time: 12.9652938843s, input_fired_time: 0.2491658926, output_fired_time: 0.0000000000, propagate_forward_time: 12.0838212967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6323070526
validation[          , genome  7052] predictions:    9757/  10000 (97.57%), best:    9778/10000 (97.78%), error:       819.65955, best error:       753.17505 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 158.7651062012s, input_fired_time: 1.9663624763, output_fired_time: 1.7930204868, propagate_forward_time: 60.3165397644, propagate_backward_time: 91.2377319336, weight_update_time: 0.1725170016, other_time: 3.4514465332
epoch time: 12.9810447693s, input_fired_time: 0.2477752566, output_fired_time: 0.0000000000, propagate_forward_time: 12.1217451096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6115245819
validation[          , genome  7052] predictions:    9732/  10000 (97.32%), best:    9778/10000 (97.78%), error:       871.90436, best error:       753.17505 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 158.9848327637s, input_fired_time: 1.9722567797, output_fired_time: 1.7967698574, propagate_forward_time: 60.2889251709, propagate_backward_time: 91.4618301392, weight_update_time: 0.1739321053, other_time: 3.4650497437
epoch time: 13.0902166367s, input_fired_time: 0.2533863187, output_fired_time: 0.0000000000, propagate_forward_time: 12.2061767578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6306533813
validation[          , genome  7052] predictions:    9761/  10000 (97.61%), best:    9778/10000 (97.78%), error:       767.45557, best error:       753.17505 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 160.2238769531s, input_fired_time: 1.9803099632, output_fired_time: 1.8095386028, propagate_forward_time: 60.8995552063, propagate_backward_time: 92.0856323242, weight_update_time: 0.1733817756, other_time: 3.4488372803
epoch time: 12.8737077713s, input_fired_time: 0.2476928234, output_fired_time: 0.0000000000, propagate_forward_time: 12.0064029694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6196117401
validation[          , genome  7052] predictions:    9765/  10000 (97.65%), best:    9778/10000 (97.78%), error:       770.37036, best error:       753.17505 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 159.7360687256s, input_fired_time: 1.9846105576, output_fired_time: 1.8021569252, propagate_forward_time: 60.7230644226, propagate_backward_time: 91.7783889771, weight_update_time: 0.1739090830, other_time: 3.4478530884
epoch time: 13.0718250275s, input_fired_time: 0.2498140335, output_fired_time: 0.0000000000, propagate_forward_time: 12.2013006210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6207103729
validation[          , genome  7052] predictions:    9770/  10000 (97.70%), best:    9778/10000 (97.78%), error:       818.14197, best error:       753.17505 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 159.9169158936s, input_fired_time: 1.9836103916, output_fired_time: 1.8054387569, propagate_forward_time: 60.8569984436, propagate_backward_time: 91.8127441406, weight_update_time: 0.1742270887, other_time: 3.4581298828
epoch time: 12.9568748474s, input_fired_time: 0.2492278069, output_fired_time: 0.0000000000, propagate_forward_time: 12.0775499344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6300973892
validation[          , genome  7052] predictions:    9746/  10000 (97.46%), best:    9778/10000 (97.78%), error:       845.21350, best error:       753.17505 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 160.0472259521s, input_fired_time: 1.9885057211, output_fired_time: 1.8073774576, propagate_forward_time: 60.9240989685, propagate_backward_time: 91.8487243652, weight_update_time: 0.1744958758, other_time: 3.4785156250
epoch time: 12.9743728638s, input_fired_time: 0.2490137666, output_fired_time: 0.0000000000, propagate_forward_time: 12.1056575775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6197013855
validation[          , genome  7052] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       733.71265, best error:       733.71265 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 158.7396545410s, input_fired_time: 1.9780163765, output_fired_time: 1.7958348989, propagate_forward_time: 60.2441711426, propagate_backward_time: 91.2540512085, weight_update_time: 0.1740294248, other_time: 3.4675827026
epoch time: 12.1035003662s, input_fired_time: 0.2396446615, output_fired_time: 0.0000000000, propagate_forward_time: 11.2410230637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6228322983
validation[          , genome  7052] predictions:    9753/  10000 (97.53%), best:    9782/10000 (97.82%), error:       812.07739, best error:       733.71265 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 160.0785522461s, input_fired_time: 1.9920357466, output_fired_time: 1.8051718473, propagate_forward_time: 60.9252548218, propagate_backward_time: 91.8700561523, weight_update_time: 0.1747108847, other_time: 3.4860305786
epoch time: 13.0247621536s, input_fired_time: 0.2492001504, output_fired_time: 0.0000000000, propagate_forward_time: 12.1658515930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6097106934
validation[          , genome  7052] predictions:    9766/  10000 (97.66%), best:    9782/10000 (97.82%), error:       772.09753, best error:       733.71265 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 159.8461303711s, input_fired_time: 1.9812364578, output_fired_time: 1.8008321524, propagate_forward_time: 60.7731857300, propagate_backward_time: 91.8232421875, weight_update_time: 0.1740908772, other_time: 3.4676437378
epoch time: 13.0109395981s, input_fired_time: 0.2482519150, output_fired_time: 0.0000000000, propagate_forward_time: 12.1570425034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6056451797
validation[          , genome  7052] predictions:    9738/  10000 (97.38%), best:    9782/10000 (97.82%), error:       852.19708, best error:       733.71265 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 159.3968353271s, input_fired_time: 1.9829168320, output_fired_time: 1.8014914989, propagate_forward_time: 60.5313568115, propagate_backward_time: 91.6051788330, weight_update_time: 0.1740945280, other_time: 3.4758911133
epoch time: 12.9382133484s, input_fired_time: 0.2529654205, output_fired_time: 0.0000000000, propagate_forward_time: 12.0425748825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6426734924
validation[          , genome  7052] predictions:    9760/  10000 (97.60%), best:    9782/10000 (97.82%), error:       846.99084, best error:       733.71265 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 159.0343170166s, input_fired_time: 1.9849267006, output_fired_time: 1.7923548222, propagate_forward_time: 60.3886375427, propagate_backward_time: 91.3701629639, weight_update_time: 0.1740811616, other_time: 3.4982299805
epoch time: 13.0147285461s, input_fired_time: 0.2507381737, output_fired_time: 0.0000000000, propagate_forward_time: 12.1464776993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6175127029
validation[          , genome  7052] predictions:    9775/  10000 (97.75%), best:    9782/10000 (97.82%), error:       785.41534, best error:       733.71265 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 160.4823760986s, input_fired_time: 1.9950284958, output_fired_time: 1.8061391115, propagate_forward_time: 61.0242385864, propagate_backward_time: 92.2261428833, weight_update_time: 0.1734227687, other_time: 3.4308319092
epoch time: 13.0085439682s, input_fired_time: 0.2507504523, output_fired_time: 0.0000000000, propagate_forward_time: 12.1412582397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6165351868
validation[          , genome  7052] predictions:    9738/  10000 (97.38%), best:    9782/10000 (97.82%), error:       868.12769, best error:       733.71265 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 160.2601165771s, input_fired_time: 1.9937754869, output_fired_time: 1.8099886179, propagate_forward_time: 60.9641761780, propagate_backward_time: 92.0098724365, weight_update_time: 0.1747508496, other_time: 3.4823150635
epoch time: 12.9741296768s, input_fired_time: 0.2503126860, output_fired_time: 0.0000000000, propagate_forward_time: 12.1015472412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6222696304
validation[          , genome  7052] predictions:    9759/  10000 (97.59%), best:    9782/10000 (97.82%), error:       825.87378, best error:       733.71265 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 159.0612030029s, input_fired_time: 1.9845235348, output_fired_time: 1.7964942455, propagate_forward_time: 60.3291511536, propagate_backward_time: 91.4580078125, weight_update_time: 0.1741938293, other_time: 3.4930267334
epoch time: 13.0954217911s, input_fired_time: 0.2515343428, output_fired_time: 0.0000000000, propagate_forward_time: 12.2290849686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6148023605
validation[          , genome  7052] predictions:    9781/  10000 (97.81%), best:    9782/10000 (97.82%), error:       743.56873, best error:       733.71265 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 159.7319793701s, input_fired_time: 1.9953392744, output_fired_time: 1.8090754747, propagate_forward_time: 60.7502784729, propagate_backward_time: 91.6623077393, weight_update_time: 0.1760974228, other_time: 3.5149688721
epoch time: 13.0756359100s, input_fired_time: 0.2509430945, output_fired_time: 0.0000000000, propagate_forward_time: 12.2025051117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6221876144
validation[          , genome  7052] predictions:    9758/  10000 (97.58%), best:    9782/10000 (97.82%), error:       811.01257, best error:       733.71265 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 159.3592071533s, input_fired_time: 1.9874401093, output_fired_time: 1.8004813194, propagate_forward_time: 60.3621711731, propagate_backward_time: 91.6973953247, weight_update_time: 0.1757712662, other_time: 3.5117263794
epoch time: 12.8946256638s, input_fired_time: 0.2494126409, output_fired_time: 0.0000000000, propagate_forward_time: 12.0297365189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6154766083
validation[          , genome  7052] predictions:    9779/  10000 (97.79%), best:    9782/10000 (97.82%), error:       750.05249, best error:       733.71265 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 159.7307281494s, input_fired_time: 2.0015902519, output_fired_time: 1.8043214083, propagate_forward_time: 60.7637405396, propagate_backward_time: 91.6674041748, weight_update_time: 0.1754410267, other_time: 3.4936752319
epoch time: 12.8227062225s, input_fired_time: 0.2508215904, output_fired_time: 0.0000000000, propagate_forward_time: 11.9422111511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6296730042
validation[          , genome  7052] predictions:    9768/  10000 (97.68%), best:    9782/10000 (97.82%), error:       765.06567, best error:       733.71265 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 160.1451721191s, input_fired_time: 1.9967844486, output_fired_time: 1.8083904982, propagate_forward_time: 60.9349594116, propagate_backward_time: 91.9234848022, weight_update_time: 0.1746187359, other_time: 3.4815521240
epoch time: 12.9274177551s, input_fired_time: 0.2518400252, output_fired_time: 0.0000000000, propagate_forward_time: 12.0554800034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6200981140
validation[          , genome  7052] predictions:    9753/  10000 (97.53%), best:    9782/10000 (97.82%), error:       820.56439, best error:       733.71265 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 160.2316436768s, input_fired_time: 1.9994441271, output_fired_time: 1.8049759865, propagate_forward_time: 60.8456649780, propagate_backward_time: 92.1118621826, weight_update_time: 0.1768736094, other_time: 3.4696884155
epoch time: 13.0851345062s, input_fired_time: 0.2516905069, output_fired_time: 0.0000000000, propagate_forward_time: 12.2180891037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6153545380
validation[          , genome  7052] predictions:    9719/  10000 (97.19%), best:    9782/10000 (97.82%), error:       910.56281, best error:       733.71265 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 158.8785400391s, input_fired_time: 1.9925695658, output_fired_time: 1.7921769619, propagate_forward_time: 60.2104263306, propagate_backward_time: 91.3713226318, weight_update_time: 0.1752925366, other_time: 3.5120468140
epoch time: 13.2182474136s, input_fired_time: 0.2588242888, output_fired_time: 0.0000000000, propagate_forward_time: 12.3208332062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6385898590
validation[          , genome  7052] predictions:    9749/  10000 (97.49%), best:    9782/10000 (97.82%), error:       789.86243, best error:       733.71265 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 159.3265686035s, input_fired_time: 2.0028002262, output_fired_time: 1.7984694242, propagate_forward_time: 60.5026016235, propagate_backward_time: 91.5116729736, weight_update_time: 0.1747339666, other_time: 3.5110244751
epoch time: 13.0834484100s, input_fired_time: 0.2539586425, output_fired_time: 0.0000000000, propagate_forward_time: 12.2069101334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6225795746
validation[          , genome  7052] predictions:    9696/  10000 (96.96%), best:    9782/10000 (97.82%), error:       936.80396, best error:       733.71265 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 160.5190887451s, input_fired_time: 2.0103631020, output_fired_time: 1.8150733709, propagate_forward_time: 61.0105018616, propagate_backward_time: 92.1507492065, weight_update_time: 0.1764881015, other_time: 3.5324020386
epoch time: 13.0826673508s, input_fired_time: 0.2515661716, output_fired_time: 0.0000000000, propagate_forward_time: 12.2171449661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6139564514
validation[          , genome  7052] predictions:    9774/  10000 (97.74%), best:    9782/10000 (97.82%), error:       768.02069, best error:       733.71265 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 159.7800750732s, input_fired_time: 2.0145952702, output_fired_time: 1.8027390242, propagate_forward_time: 60.5554962158, propagate_backward_time: 91.8249740601, weight_update_time: 0.1765812784, other_time: 3.5822677612
epoch time: 12.8990688324s, input_fired_time: 0.2511216998, output_fired_time: 0.0000000000, propagate_forward_time: 12.0333652496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6145820618
validation[          , genome  7052] predictions:    9764/  10000 (97.64%), best:    9782/10000 (97.82%), error:       778.95636, best error:       733.71265 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 159.2572937012s, input_fired_time: 1.9981927872, output_fired_time: 1.8009161949, propagate_forward_time: 60.5268974304, propagate_backward_time: 91.4332885742, weight_update_time: 0.1748875678, other_time: 3.4979858398
epoch time: 13.1558418274s, input_fired_time: 0.2543406487, output_fired_time: 0.0000000000, propagate_forward_time: 12.2731046677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6283960342
validation[          , genome  7052] predictions:    9777/  10000 (97.77%), best:    9782/10000 (97.82%), error:       757.63458, best error:       733.71265 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 160.2803649902s, input_fired_time: 2.0076274872, output_fired_time: 1.8028049469, propagate_forward_time: 60.9526824951, propagate_backward_time: 92.0186538696, weight_update_time: 0.1762607247, other_time: 3.4985885620
epoch time: 12.0053272247s, input_fired_time: 0.2418631911, output_fired_time: 0.0000000000, propagate_forward_time: 11.1601076126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6033563614
validation[          , genome  7052] predictions:    9761/  10000 (97.61%), best:    9782/10000 (97.82%), error:       817.13354, best error:       733.71265 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 159.1399383545s, input_fired_time: 2.0010471344, output_fired_time: 1.7936325073, propagate_forward_time: 60.4226875305, propagate_backward_time: 91.4213714600, weight_update_time: 0.1747360080, other_time: 3.5011901855
epoch time: 13.0443696976s, input_fired_time: 0.2561868429, output_fired_time: 0.0000000000, propagate_forward_time: 12.1502437592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6379394531
validation[          , genome  7052] predictions:    9730/  10000 (97.30%), best:    9782/10000 (97.82%), error:       857.83582, best error:       733.71265 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 158.1594848633s, input_fired_time: 1.9956316948, output_fired_time: 1.7885050774, propagate_forward_time: 59.9933471680, propagate_backward_time: 90.9011917114, weight_update_time: 0.1734631509, other_time: 3.4808120728
epoch time: 12.9962148666s, input_fired_time: 0.2537564635, output_fired_time: 0.0000000000, propagate_forward_time: 12.1251821518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6172761917
validation[          , genome  7052] predictions:    9784/  10000 (97.84%), best:    9782/10000 (97.82%), error:       749.97839, best error:       733.71265 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 160.1089324951s, input_fired_time: 2.0005848408, output_fired_time: 1.8027913570, propagate_forward_time: 60.7628479004, propagate_backward_time: 92.0721282959, weight_update_time: 0.1745327711, other_time: 3.4705810547
epoch time: 13.1105279922s, input_fired_time: 0.2524022162, output_fired_time: 0.0000000000, propagate_forward_time: 12.2260570526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6320686340
validation[          , genome  7052] predictions:    9779/  10000 (97.79%), best:    9782/10000 (97.82%), error:       755.12885, best error:       733.71265 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 159.3391113281s, input_fired_time: 2.0005040169, output_fired_time: 1.7963423729, propagate_forward_time: 60.5437469482, propagate_backward_time: 91.5348281860, weight_update_time: 0.1737238020, other_time: 3.4636917114
epoch time: 13.0387783051s, input_fired_time: 0.2541870177, output_fired_time: 0.0000000000, propagate_forward_time: 12.1683635712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6162281036
validation[          , genome  7052] predictions:    9788/  10000 (97.88%), best:    9782/10000 (97.82%), error:       762.62299, best error:       733.71265 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 158.3400878906s, input_fired_time: 2.0018427372, output_fired_time: 1.7858918905, propagate_forward_time: 60.1229705811, propagate_backward_time: 90.9450149536, weight_update_time: 0.1740898639, other_time: 3.4843673706
epoch time: 13.0695390701s, input_fired_time: 0.2548024058, output_fired_time: 0.0000000000, propagate_forward_time: 12.1929244995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6218118668
validation[          , genome  7052] predictions:    9680/  10000 (96.80%), best:    9782/10000 (97.82%), error:      1020.24072, best error:       733.71265 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 158.8687896729s, input_fired_time: 1.9993119240, output_fired_time: 1.7854224443, propagate_forward_time: 60.4560432434, propagate_backward_time: 91.1754684448, weight_update_time: 0.1727914214, other_time: 3.4525527954
epoch time: 13.1369104385s, input_fired_time: 0.2577398717, output_fired_time: 0.0000000000, propagate_forward_time: 12.2549610138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6242094040
validation[          , genome  7052] predictions:    9749/  10000 (97.49%), best:    9782/10000 (97.82%), error:       866.81268, best error:       733.71265 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 159.3972778320s, input_fired_time: 2.0061106682, output_fired_time: 1.7984948158, propagate_forward_time: 60.5625648499, propagate_backward_time: 91.5224304199, weight_update_time: 0.1750887930, other_time: 3.5076904297
epoch time: 12.9669790268s, input_fired_time: 0.2557235658, output_fired_time: 0.0000000000, propagate_forward_time: 12.0978069305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6134481430
validation[          , genome  7052] predictions:    9776/  10000 (97.76%), best:    9782/10000 (97.82%), error:       760.74384, best error:       733.71265 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 160.1037445068s, input_fired_time: 2.0082924366, output_fired_time: 1.8001499176, propagate_forward_time: 60.8497543335, propagate_backward_time: 91.9877014160, weight_update_time: 0.1739526093, other_time: 3.4578475952
epoch time: 12.7756576538s, input_fired_time: 0.2516603470, output_fired_time: 0.0000000000, propagate_forward_time: 11.9005069733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6234903336
validation[          , genome  7052] predictions:    9756/  10000 (97.56%), best:    9782/10000 (97.82%), error:       854.13135, best error:       733.71265 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 159.5406036377s, input_fired_time: 2.0076045990, output_fired_time: 1.7941337824, propagate_forward_time: 60.4762268066, propagate_backward_time: 91.7967834473, weight_update_time: 0.1735302210, other_time: 3.4658660889
epoch time: 12.9081687927s, input_fired_time: 0.2515685558, output_fired_time: 0.0000000000, propagate_forward_time: 12.0455408096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6110591888
validation[          , genome  7052] predictions:    9763/  10000 (97.63%), best:    9782/10000 (97.82%), error:       792.99725, best error:       733.71265 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 160.2077636719s, input_fired_time: 2.0102634430, output_fired_time: 1.7972222567, propagate_forward_time: 60.8749465942, propagate_backward_time: 92.0681228638, weight_update_time: 0.1741671711, other_time: 3.4571990967
epoch time: 13.0778255463s, input_fired_time: 0.2570322156, output_fired_time: 0.0000000000, propagate_forward_time: 12.2041463852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6166467667
validation[          , genome  7052] predictions:    9766/  10000 (97.66%), best:    9782/10000 (97.82%), error:       786.25726, best error:       733.71265 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 160.3016815186s, input_fired_time: 2.0088751316, output_fired_time: 1.8076173067, propagate_forward_time: 60.9566764832, propagate_backward_time: 92.0896377563, weight_update_time: 0.1736700386, other_time: 3.4388656616
epoch time: 13.0920190811s, input_fired_time: 0.2550717294, output_fired_time: 0.0000000000, propagate_forward_time: 12.2214441299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6155033112
validation[          , genome  7052] predictions:    9755/  10000 (97.55%), best:    9782/10000 (97.82%), error:       809.16565, best error:       733.71265 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 158.8237915039s, input_fired_time: 2.0110683441, output_fired_time: 1.7848540545, propagate_forward_time: 60.4298896790, propagate_backward_time: 91.1226654053, weight_update_time: 0.1731058061, other_time: 3.4753265381
epoch time: 12.8786792755s, input_fired_time: 0.2527728379, output_fired_time: 0.0000000000, propagate_forward_time: 12.0088834763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6170225143
validation[          , genome  7052] predictions:    9721/  10000 (97.21%), best:    9782/10000 (97.82%), error:       896.86823, best error:       733.71265 on epoch:    65, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 159.5503234863s, input_fired_time: 2.0096192360, output_fired_time: 1.7984929085, propagate_forward_time: 60.5981903076, propagate_backward_time: 91.6792449951, weight_update_time: 0.1737836897, other_time: 3.4647827148
epoch time: 12.9183645248s, input_fired_time: 0.2527472079, output_fired_time: 0.0000000000, propagate_forward_time: 12.0531892776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6124277115
validation[          , genome  7052] predictions:    9772/  10000 (97.72%), best:    9782/10000 (97.82%), error:       767.87158, best error:       733.71265 on epoch:    65, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 159.9384002686s, input_fired_time: 2.0057554245, output_fired_time: 1.7985337973, propagate_forward_time: 60.7258758545, propagate_backward_time: 91.9755020142, weight_update_time: 0.1736167818, other_time: 3.4327316284
epoch time: 13.1474981308s, input_fired_time: 0.2555038929, output_fired_time: 0.0000000000, propagate_forward_time: 12.2861328125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6058616638
validation[          , genome  7052] predictions:    9752/  10000 (97.52%), best:    9782/10000 (97.82%), error:       790.50409, best error:       733.71265 on epoch:    65, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 159.4079742432s, input_fired_time: 2.0128591061, output_fired_time: 1.7940949202, propagate_forward_time: 60.5638351440, propagate_backward_time: 91.5737152100, weight_update_time: 0.1746177524, other_time: 3.4634628296
epoch time: 12.9710903168s, input_fired_time: 0.2565832138, output_fired_time: 0.0000000000, propagate_forward_time: 12.0837020874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6308050156
validation[          , genome  7052] predictions:    9660/  10000 (96.60%), best:    9782/10000 (97.82%), error:      1081.99622, best error:       733.71265 on epoch:    65, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 160.3644256592s, input_fired_time: 2.0325143337, output_fired_time: 1.8113589287, propagate_forward_time: 60.8288536072, propagate_backward_time: 92.1106719971, weight_update_time: 0.1783522516, other_time: 3.5810241699
epoch time: 13.1132259369s, input_fired_time: 0.2601861358, output_fired_time: 0.0000000000, propagate_forward_time: 12.2118444443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6411952972
validation[          , genome  7052] predictions:    9650/  10000 (96.50%), best:    9782/10000 (97.82%), error:      1089.86414, best error:       733.71265 on epoch:    65, 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: 65.3797073364s, input_fired_time: 1.2711580992, output_fired_time: 0.0000000000, propagate_forward_time: 60.7863349915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3222160339
best training[          , genome  7052] predictions:   49616/  50000 (99.23%), best:    9782/10000 (97.82%), error:      1607.26147, best error:       733.71265 on epoch:    65, 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: 12.9762287140s, input_fired_time: 0.2517780960, output_fired_time: 0.0000000000, propagate_forward_time: 12.0867395401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6377115250
   testing[          , genome  7052] predictions:    9797/  10000 (97.97%), best:    9782/10000 (97.82%), error:       706.44556, best error:       733.71265 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:59:26 (7016): called boinc_finish(0)

</stderr_txt>
]]>