Nameexact_genome_1512568488_45_7122_0
Workunit2606809
Created7 Dec 2017, 23:55:19 UTC
Sent7 Dec 2017, 23:59:59 UTC
Report deadline15 Dec 2017, 23:24:42 UTC
Received8 Dec 2017, 13:30:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49845
Run time2 hours 54 min 26 sec
CPU time2 hours 46 min 48 sec
Validate stateValid
Credit1,993.88
Device peak FLOPS3.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.76 MB
Peak swap size158.58 MB
Peak disk usage2.09 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
4282570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4044604301
validation[          , genome  7122] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       959.82263, best error:       959.82263 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 103.4752807617s, input_fired_time: 1.8752505779, output_fired_time: 0.8705104589, propagate_forward_time: 35.8222579956, propagate_backward_time: 62.7298965454, weight_update_time: 0.1315811127, other_time: 2.1773605347
epoch time: 7.7694334984s, input_fired_time: 0.1092399061, output_fired_time: 0.0000000000, propagate_forward_time: 7.2914843559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687090874
validation[          , genome  7122] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       941.15765, best error:       941.15765 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 106.0722427368s, input_fired_time: 0.8765408397, output_fired_time: 0.8890280128, propagate_forward_time: 39.7313537598, propagate_backward_time: 62.3491325378, weight_update_time: 0.1372516155, other_time: 2.2261848450
epoch time: 8.0340490341s, input_fired_time: 0.1130952090, output_fired_time: 0.0000000000, propagate_forward_time: 7.5159316063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4050221443
validation[          , genome  7122] predictions:    9681/  10000 (96.81%), best:    9722/10000 (97.22%), error:      1072.41138, best error:       941.15765 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 105.6947479248s, input_fired_time: 0.8766602278, output_fired_time: 0.8798353672, propagate_forward_time: 37.1161994934, propagate_backward_time: 64.6396484375, weight_update_time: 0.1359631568, other_time: 2.1824035645
epoch time: 7.9895629883s, input_fired_time: 0.1115929857, output_fired_time: 0.0000000000, propagate_forward_time: 7.4937858582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3841843605
validation[          , genome  7122] predictions:    9710/  10000 (97.10%), best:    9722/10000 (97.22%), error:       950.60638, best error:       941.15765 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 104.6100082397s, input_fired_time: 0.8847867250, output_fired_time: 1.8689674139, propagate_forward_time: 36.2993888855, propagate_backward_time: 63.3696098328, weight_update_time: 0.1354486048, other_time: 2.1872596741
epoch time: 8.4416561127s, input_fired_time: 0.1138030961, output_fired_time: 0.0000000000, propagate_forward_time: 7.9311008453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3967523575
validation[          , genome  7122] predictions:    9692/  10000 (96.92%), best:    9722/10000 (97.22%), error:      1022.95111, best error:       941.15765 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 107.6731872559s, input_fired_time: 0.9081221223, output_fired_time: 0.9025575519, propagate_forward_time: 37.9454498291, propagate_backward_time: 64.6855773926, weight_update_time: 0.1385710090, other_time: 3.2314834595
epoch time: 7.7420544624s, input_fired_time: 0.1126146764, output_fired_time: 0.0000000000, propagate_forward_time: 7.2416262627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878135681
validation[          , genome  7122] predictions:    9691/  10000 (96.91%), best:    9722/10000 (97.22%), error:       948.08759, best error:       941.15765 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 102.9876480103s, input_fired_time: 0.8756597638, output_fired_time: 0.8454543352, propagate_forward_time: 34.5153617859, propagate_backward_time: 63.6450843811, weight_update_time: 0.1327800304, other_time: 3.1060905457
epoch time: 8.9897365570s, input_fired_time: 0.1106920093, output_fired_time: 0.0000000000, propagate_forward_time: 8.5033226013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757219315
validation[          , genome  7122] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       929.63916, best error:       929.63916 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 103.8975830078s, input_fired_time: 0.8782810569, output_fired_time: 0.8734630346, propagate_forward_time: 39.6101226807, propagate_backward_time: 60.3847274780, weight_update_time: 0.1380467862, other_time: 2.1509857178
epoch time: 8.1311893463s, input_fired_time: 0.1165908203, output_fired_time: 0.0000000000, propagate_forward_time: 7.6330208778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815779686
validation[          , genome  7122] predictions:    9696/  10000 (96.96%), best:    9709/10000 (97.09%), error:      1003.31732, best error:       929.63916 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 110.6044464111s, input_fired_time: 0.9159870148, output_fired_time: 0.9242859483, propagate_forward_time: 40.5954208374, propagate_backward_time: 65.8848190308, weight_update_time: 0.1520883292, other_time: 2.2839355469
epoch time: 7.9227895737s, input_fired_time: 0.1108503044, output_fired_time: 0.0000000000, propagate_forward_time: 7.4294457436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3824934959
validation[          , genome  7122] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       868.58057, best error:       868.58057 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 104.1773223877s, input_fired_time: 0.8885567784, output_fired_time: 0.8723104596, propagate_forward_time: 36.0223541260, propagate_backward_time: 63.2476158142, weight_update_time: 0.1388626993, other_time: 3.1464881897
epoch time: 8.0125656128s, input_fired_time: 0.1103501022, output_fired_time: 0.0000000000, propagate_forward_time: 7.5069723129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952431679
validation[          , genome  7122] predictions:    9667/  10000 (96.67%), best:    9746/10000 (97.46%), error:      1065.54419, best error:       868.58057 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 109.7740783691s, input_fired_time: 1.9212080240, output_fired_time: 0.9030187726, propagate_forward_time: 38.4154129028, propagate_backward_time: 66.2458953857, weight_update_time: 0.1441445351, other_time: 2.2885437012
epoch time: 8.2708024979s, input_fired_time: 0.1232380942, output_fired_time: 0.0000000000, propagate_forward_time: 7.7408280373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067358971
validation[          , genome  7122] predictions:    9738/  10000 (97.38%), best:    9746/10000 (97.46%), error:       885.63684, best error:       868.58057 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 112.9662170410s, input_fired_time: 0.9408171177, output_fired_time: 0.9430469871, propagate_forward_time: 42.3294906616, propagate_backward_time: 66.3874740601, weight_update_time: 0.1485144049, other_time: 2.3653869629
epoch time: 7.7496294975s, input_fired_time: 0.1201976016, output_fired_time: 0.0000000000, propagate_forward_time: 7.2011137009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4283180237
validation[          , genome  7122] predictions:    9709/  10000 (97.09%), best:    9746/10000 (97.46%), error:       995.82318, best error:       868.58057 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 124.5774307251s, input_fired_time: 1.0424772501, output_fired_time: 1.0495246649, propagate_forward_time: 43.5714645386, propagate_backward_time: 76.3653945923, weight_update_time: 0.1579005271, other_time: 2.5485687256
epoch time: 9.7312030792s, input_fired_time: 0.1427030563, output_fired_time: 0.0000000000, propagate_forward_time: 9.1317472458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4567527771
validation[          , genome  7122] predictions:    9690/  10000 (96.90%), best:    9746/10000 (97.46%), error:       972.15668, best error:       868.58057 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 120.8328552246s, input_fired_time: 1.0024077892, output_fired_time: 0.9907630682, propagate_forward_time: 46.0413322449, propagate_backward_time: 68.1202468872, weight_update_time: 0.1528488696, other_time: 4.6781082153
epoch time: 9.4105310440s, input_fired_time: 0.1186687946, output_fired_time: 0.0000000000, propagate_forward_time: 8.8762092590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4156532288
validation[          , genome  7122] predictions:    9737/  10000 (97.37%), best:    9746/10000 (97.46%), error:       902.78265, best error:       868.58057 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 106.6740341187s, input_fired_time: 0.9091157913, output_fired_time: 2.9887652397, propagate_forward_time: 39.4796791077, propagate_backward_time: 59.9388885498, weight_update_time: 0.1423508525, other_time: 3.3575859070
epoch time: 8.0712966919s, input_fired_time: 0.1146009043, output_fired_time: 0.0000000000, propagate_forward_time: 7.5555243492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4011712074
validation[          , genome  7122] predictions:    9727/  10000 (97.27%), best:    9746/10000 (97.46%), error:       931.76154, best error:       868.58057 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 112.1608886719s, input_fired_time: 0.9280765057, output_fired_time: 0.9468999505, propagate_forward_time: 37.5402832031, propagate_backward_time: 68.3265686035, weight_update_time: 0.1439874768, other_time: 4.4190597534
epoch time: 8.4654312134s, input_fired_time: 0.1268568039, output_fired_time: 0.0000000000, propagate_forward_time: 7.9280786514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4104957581
validation[          , genome  7122] predictions:    9718/  10000 (97.18%), best:    9746/10000 (97.46%), error:       934.26678, best error:       868.58057 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 114.2496337891s, input_fired_time: 0.9647176862, output_fired_time: 0.9770356417, propagate_forward_time: 43.0471801758, propagate_backward_time: 66.8681488037, weight_update_time: 0.1524693966, other_time: 2.3925552368
epoch time: 8.7772836685s, input_fired_time: 0.1334114820, output_fired_time: 0.0000000000, propagate_forward_time: 8.1965036392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4473686218
validation[          , genome  7122] predictions:    9720/  10000 (97.20%), best:    9746/10000 (97.46%), error:       891.94708, best error:       868.58057 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 121.1418151855s, input_fired_time: 1.0039689541, output_fired_time: 1.0020184517, propagate_forward_time: 42.4783515930, propagate_backward_time: 74.1738891602, weight_update_time: 0.1562622339, other_time: 2.4835815430
epoch time: 9.7751426697s, input_fired_time: 0.1210924983, output_fired_time: 0.0000000000, propagate_forward_time: 9.2179460526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361038208
validation[          , genome  7122] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       859.74219, best error:       859.74219 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 120.8835296631s, input_fired_time: 1.0202890635, output_fired_time: 0.9905138612, propagate_forward_time: 42.9413604736, propagate_backward_time: 72.3853378296, weight_update_time: 1.1619595289, other_time: 3.5460281372
epoch time: 10.2162017822s, input_fired_time: 0.1313570738, output_fired_time: 0.0000000000, propagate_forward_time: 9.6583623886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4264822006
validation[          , genome  7122] predictions:    9733/  10000 (97.33%), best:    9732/10000 (97.32%), error:       911.19281, best error:       859.74219 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 121.5600051880s, input_fired_time: 2.0915992260, output_fired_time: 1.0204882622, propagate_forward_time: 43.4171752930, propagate_backward_time: 71.5784378052, weight_update_time: 0.1493578851, other_time: 3.4523086548
epoch time: 9.9713678360s, input_fired_time: 0.1259711683, output_fired_time: 0.0000000000, propagate_forward_time: 8.4443120956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4010848999
validation[          , genome  7122] predictions:    9762/  10000 (97.62%), best:    9732/10000 (97.32%), error:       863.77820, best error:       859.74219 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 123.7816314697s, input_fired_time: 1.0480751991, output_fired_time: 1.0110907555, propagate_forward_time: 45.4223480225, propagate_backward_time: 73.7467651367, weight_update_time: 0.1512593180, other_time: 2.5533523560
epoch time: 8.9060535431s, input_fired_time: 0.1306741834, output_fired_time: 0.0000000000, propagate_forward_time: 8.3376960754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376831055
validation[          , genome  7122] predictions:    9705/  10000 (97.05%), best:    9732/10000 (97.32%), error:       958.36523, best error:       859.74219 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 122.1829223633s, input_fired_time: 1.9952324629, output_fired_time: 1.0625025034, propagate_forward_time: 38.5620079041, propagate_backward_time: 78.0747909546, weight_update_time: 0.1542005241, other_time: 2.4883956909
epoch time: 10.3871831894s, input_fired_time: 0.1308956891, output_fired_time: 0.0000000000, propagate_forward_time: 9.7944288254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618587494
validation[          , genome  7122] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       856.24255, best error:       856.24255 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 121.3458328247s, input_fired_time: 1.0373537540, output_fired_time: 1.0222091675, propagate_forward_time: 43.4434890747, propagate_backward_time: 73.3359375000, weight_update_time: 0.1514317989, other_time: 2.5068435669
epoch time: 10.0859022141s, input_fired_time: 0.1327259094, output_fired_time: 0.0000000000, propagate_forward_time: 9.5269823074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261941910
validation[          , genome  7122] predictions:    9717/  10000 (97.17%), best:    9739/10000 (97.39%), error:       961.21875, best error:       856.24255 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 120.4918289185s, input_fired_time: 1.0182448626, output_fired_time: 1.0066069365, propagate_forward_time: 42.5393333435, propagate_backward_time: 72.9837646484, weight_update_time: 0.1566885561, other_time: 2.9438781738
epoch time: 8.8800344467s, input_fired_time: 0.1285446882, output_fired_time: 0.0000000000, propagate_forward_time: 8.3185157776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4329738617
validation[          , genome  7122] predictions:    9733/  10000 (97.33%), best:    9739/10000 (97.39%), error:       934.88245, best error:       856.24255 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 123.0348663330s, input_fired_time: 1.0280579329, output_fired_time: 1.0601191521, propagate_forward_time: 42.9040489197, propagate_backward_time: 75.5112152100, weight_update_time: 0.1514708102, other_time: 2.5314178467
epoch time: 11.1515417099s, input_fired_time: 0.1470233053, output_fired_time: 0.0000000000, propagate_forward_time: 10.5054788589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990396500
validation[          , genome  7122] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       840.00275, best error:       840.00275 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 124.8622055054s, input_fired_time: 1.0252872705, output_fired_time: 2.1344552040, propagate_forward_time: 48.1400032043, propagate_backward_time: 71.0396957397, weight_update_time: 0.1601586491, other_time: 2.5227737427
epoch time: 9.7910890579s, input_fired_time: 0.1323171705, output_fired_time: 0.0000000000, propagate_forward_time: 9.2343826294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243888855
validation[          , genome  7122] predictions:    9666/  10000 (96.66%), best:    9755/10000 (97.55%), error:      1127.81555, best error:       840.00275 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 120.2577514648s, input_fired_time: 1.0021513700, output_fired_time: 1.9961372614, propagate_forward_time: 42.1120376587, propagate_backward_time: 71.7165069580, weight_update_time: 0.1497758478, other_time: 3.4309158325
epoch time: 8.5387973785s, input_fired_time: 0.1238487884, output_fired_time: 0.0000000000, propagate_forward_time: 7.9832086563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317398071
validation[          , genome  7122] predictions:    9705/  10000 (97.05%), best:    9755/10000 (97.55%), error:       999.58911, best error:       840.00275 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 118.6817245483s, input_fired_time: 1.0027561188, output_fired_time: 0.9867684245, propagate_forward_time: 45.5324020386, propagate_backward_time: 67.7454986572, weight_update_time: 0.1516309679, other_time: 3.4142990112
epoch time: 8.5967111588s, input_fired_time: 0.1233198121, output_fired_time: 0.0000000000, propagate_forward_time: 8.0476341248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4257574081
validation[          , genome  7122] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       812.41107, best error:       812.41107 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 117.8432159424s, input_fired_time: 0.9821684957, output_fired_time: 0.9729315639, propagate_forward_time: 45.5781402588, propagate_backward_time: 65.7706604004, weight_update_time: 0.1479112506, other_time: 4.5393142700
epoch time: 8.9726438522s, input_fired_time: 0.1308835000, output_fired_time: 0.0000000000, propagate_forward_time: 8.4223499298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194107056
validation[          , genome  7122] predictions:    9758/  10000 (97.58%), best:    9766/10000 (97.66%), error:       832.55432, best error:       812.41107 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 116.9833221436s, input_fired_time: 0.9809252620, output_fired_time: 0.9728813767, propagate_forward_time: 45.3038215637, propagate_backward_time: 67.3137054443, weight_update_time: 0.1515800208, other_time: 2.4119873047
epoch time: 7.8311004639s, input_fired_time: 0.1128556952, output_fired_time: 0.0000000000, propagate_forward_time: 7.3456077576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726367950
validation[          , genome  7122] predictions:    9723/  10000 (97.23%), best:    9766/10000 (97.66%), error:       920.92419, best error:       812.41107 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 106.8920288086s, input_fired_time: 0.9034829736, output_fired_time: 1.8694301844, propagate_forward_time: 40.7025451660, propagate_backward_time: 61.1573371887, weight_update_time: 0.1356363147, other_time: 2.2592353821
epoch time: 7.9543366432s, input_fired_time: 0.1185093001, output_fired_time: 0.0000000000, propagate_forward_time: 7.4557938576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800334930
validation[          , genome  7122] predictions:    9717/  10000 (97.17%), best:    9766/10000 (97.66%), error:       943.50024, best error:       812.41107 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 103.1307678223s, input_fired_time: 1.8846495152, output_fired_time: 0.8669931293, propagate_forward_time: 34.8788757324, propagate_backward_time: 63.3198776245, weight_update_time: 0.1397447139, other_time: 2.1803665161
epoch time: 7.9637136459s, input_fired_time: 0.1129614040, output_fired_time: 0.0000000000, propagate_forward_time: 7.4705920219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801603317
validation[          , genome  7122] predictions:    9723/  10000 (97.23%), best:    9766/10000 (97.66%), error:       939.23956, best error:       812.41107 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 102.7317810059s, input_fired_time: 0.8992966413, output_fired_time: 0.8810229897, propagate_forward_time: 36.7438812256, propagate_backward_time: 61.0272369385, weight_update_time: 0.1342321187, other_time: 3.1803436279
epoch time: 8.9858808517s, input_fired_time: 0.1185530946, output_fired_time: 0.0000000000, propagate_forward_time: 8.4769020081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3904256821
validation[          , genome  7122] predictions:    9723/  10000 (97.23%), best:    9766/10000 (97.66%), error:       888.65070, best error:       812.41107 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 103.6825103760s, input_fired_time: 0.8749368787, output_fired_time: 0.8608192801, propagate_forward_time: 34.5708312988, propagate_backward_time: 65.1753387451, weight_update_time: 0.1367527992, other_time: 2.2005844116
epoch time: 7.7282295227s, input_fired_time: 0.1119202971, output_fired_time: 0.0000000000, propagate_forward_time: 7.2230195999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932895660
validation[          , genome  7122] predictions:    9740/  10000 (97.40%), best:    9766/10000 (97.66%), error:       877.43909, best error:       812.41107 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 104.7056503296s, input_fired_time: 1.8871551752, output_fired_time: 0.8604460359, propagate_forward_time: 40.2531089783, propagate_backward_time: 59.5067481995, weight_update_time: 0.1321699470, other_time: 2.1981964111
epoch time: 7.8608808517s, input_fired_time: 0.1149658188, output_fired_time: 0.0000000000, propagate_forward_time: 7.3615489006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3843660355
validation[          , genome  7122] predictions:    9726/  10000 (97.26%), best:    9766/10000 (97.66%), error:       902.22668, best error:       812.41107 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 103.4436264038s, input_fired_time: 1.8770980835, output_fired_time: 0.8643038869, propagate_forward_time: 36.8383293152, propagate_backward_time: 60.7068748474, weight_update_time: 0.1334119141, other_time: 3.1570205688
epoch time: 7.6455116272s, input_fired_time: 0.1102976799, output_fired_time: 0.0000000000, propagate_forward_time: 7.1572799683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779339790
validation[          , genome  7122] predictions:    9735/  10000 (97.35%), best:    9766/10000 (97.66%), error:       861.88129, best error:       812.41107 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 108.0598602295s, input_fired_time: 0.9146448970, output_fired_time: 0.9054907560, propagate_forward_time: 40.0916595459, propagate_backward_time: 63.9168090820, weight_update_time: 0.1388764530, other_time: 2.2312622070
epoch time: 8.9351224899s, input_fired_time: 0.1227159053, output_fired_time: 0.0000000000, propagate_forward_time: 8.4293861389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830204010
validation[          , genome  7122] predictions:    9702/  10000 (97.02%), best:    9766/10000 (97.66%), error:       951.08246, best error:       812.41107 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 103.2060394287s, input_fired_time: 0.8858866692, output_fired_time: 0.8640327454, propagate_forward_time: 34.7574691772, propagate_backward_time: 63.4280052185, weight_update_time: 0.1313835829, other_time: 3.2706413269
epoch time: 7.6277937889s, input_fired_time: 0.1114003956, output_fired_time: 0.0000000000, propagate_forward_time: 7.1346821785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3817110062
validation[          , genome  7122] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       811.34283, best error:       811.34283 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 105.1642150879s, input_fired_time: 0.8954278827, output_fired_time: 0.8804594278, propagate_forward_time: 38.0201301575, propagate_backward_time: 63.1699295044, weight_update_time: 0.1356899291, other_time: 2.1982650757
epoch time: 7.9490399361s, input_fired_time: 0.1166235209, output_fired_time: 0.0000000000, propagate_forward_time: 7.4507222176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816943169
validation[          , genome  7122] predictions:    9720/  10000 (97.20%), best:    9770/10000 (97.70%), error:       893.45709, best error:       811.34283 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 105.6710205078s, input_fired_time: 1.9708954096, output_fired_time: 0.8899015188, propagate_forward_time: 36.2706565857, propagate_backward_time: 63.2413482666, weight_update_time: 0.1341996491, other_time: 3.2982177734
epoch time: 7.9226608276s, input_fired_time: 0.1172403172, output_fired_time: 0.0000000000, propagate_forward_time: 7.4325971603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728232384
validation[          , genome  7122] predictions:    9757/  10000 (97.57%), best:    9770/10000 (97.70%), error:       835.58771, best error:       811.34283 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 106.7940292358s, input_fired_time: 0.9226571321, output_fired_time: 0.8715656996, propagate_forward_time: 36.7534980774, propagate_backward_time: 65.0168609619, weight_update_time: 1.1381980181, other_time: 3.2294464111
epoch time: 8.7837915421s, input_fired_time: 0.1301212162, output_fired_time: 0.0000000000, propagate_forward_time: 8.2429599762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107103348
validation[          , genome  7122] predictions:    9662/  10000 (96.62%), best:    9770/10000 (97.70%), error:      1101.23584, best error:       811.34283 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 109.0205841064s, input_fired_time: 0.9268701077, output_fired_time: 0.9217087030, propagate_forward_time: 38.4022445679, propagate_backward_time: 66.5494461060, weight_update_time: 0.1381396055, other_time: 2.2203140259
epoch time: 7.7185721397s, input_fired_time: 0.1127607822, output_fired_time: 0.0000000000, propagate_forward_time: 7.2287645340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770465851
validation[          , genome  7122] predictions:    9739/  10000 (97.39%), best:    9770/10000 (97.70%), error:       855.16492, best error:       811.34283 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 104.8308410645s, input_fired_time: 0.8765721917, output_fired_time: 0.8700859547, propagate_forward_time: 37.8778724670, propagate_backward_time: 61.0942306519, weight_update_time: 0.1401311904, other_time: 4.1120834351
epoch time: 7.8731970787s, input_fired_time: 0.1110898033, output_fired_time: 0.0000000000, propagate_forward_time: 7.3844189644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776884079
validation[          , genome  7122] predictions:    9742/  10000 (97.42%), best:    9770/10000 (97.70%), error:       866.09406, best error:       811.34283 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 102.8458557129s, input_fired_time: 0.8847633004, output_fired_time: 0.8567382097, propagate_forward_time: 37.0833473206, propagate_backward_time: 61.8518638611, weight_update_time: 0.1357240230, other_time: 2.1691474915
epoch time: 7.6625647545s, input_fired_time: 0.1136158630, output_fired_time: 0.0000000000, propagate_forward_time: 7.1715497971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773989677
validation[          , genome  7122] predictions:    9751/  10000 (97.51%), best:    9770/10000 (97.70%), error:       881.58081, best error:       811.34283 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 103.7286300659s, input_fired_time: 0.8935031891, output_fired_time: 0.8814491034, propagate_forward_time: 36.1282920837, propagate_backward_time: 63.6394920349, weight_update_time: 0.1392650902, other_time: 2.1859016418
epoch time: 8.7215824127s, input_fired_time: 0.1197837889, output_fired_time: 0.0000000000, propagate_forward_time: 8.2078571320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939418793
validation[          , genome  7122] predictions:    9758/  10000 (97.58%), best:    9770/10000 (97.70%), error:       838.89063, best error:       811.34283 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 105.1960449219s, input_fired_time: 0.8811779618, output_fired_time: 0.8511825204, propagate_forward_time: 37.4237403870, propagate_backward_time: 63.8613052368, weight_update_time: 0.1324922442, other_time: 2.1786422729
epoch time: 7.8404345512s, input_fired_time: 0.1110880971, output_fired_time: 0.0000000000, propagate_forward_time: 7.3347110748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3946352005
validation[          , genome  7122] predictions:    9754/  10000 (97.54%), best:    9770/10000 (97.70%), error:       839.24933, best error:       811.34283 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 104.0938873291s, input_fired_time: 0.8926929235, output_fired_time: 0.8761884570, propagate_forward_time: 37.0018577576, propagate_backward_time: 63.1717071533, weight_update_time: 0.1322884262, other_time: 2.1514434814
epoch time: 9.0482130051s, input_fired_time: 0.1154171079, output_fired_time: 0.0000000000, propagate_forward_time: 7.4571475983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4756479263
validation[          , genome  7122] predictions:    9736/  10000 (97.36%), best:    9770/10000 (97.70%), error:       888.55963, best error:       811.34283 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 105.9114685059s, input_fired_time: 1.8868048191, output_fired_time: 0.8784252405, propagate_forward_time: 38.2048721313, propagate_backward_time: 62.7527618408, weight_update_time: 0.1425215304, other_time: 2.1886062622
epoch time: 7.6142592430s, input_fired_time: 0.1100583896, output_fired_time: 0.0000000000, propagate_forward_time: 7.1250143051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3791866302
validation[          , genome  7122] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       772.38177, best error:       772.38177 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 104.2108230591s, input_fired_time: 0.8780864477, output_fired_time: 0.8569216728, propagate_forward_time: 39.0001716614, propagate_backward_time: 61.2819938660, weight_update_time: 0.1356255710, other_time: 2.1936492920
epoch time: 7.8838129044s, input_fired_time: 0.1187681407, output_fired_time: 0.0000000000, propagate_forward_time: 7.3757758141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892688751
validation[          , genome  7122] predictions:    9742/  10000 (97.42%), best:    9782/10000 (97.82%), error:       845.60443, best error:       772.38177 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 105.1945953369s, input_fired_time: 0.9000038505, output_fired_time: 0.8854949474, propagate_forward_time: 36.9474258423, propagate_backward_time: 63.2777900696, weight_update_time: 0.1393534243, other_time: 3.1838798523
epoch time: 7.9547443390s, input_fired_time: 0.1149594933, output_fired_time: 0.0000000000, propagate_forward_time: 7.4655518532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742327690
validation[          , genome  7122] predictions:    9732/  10000 (97.32%), best:    9782/10000 (97.82%), error:       895.31720, best error:       772.38177 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 103.2715682983s, input_fired_time: 0.8880126476, output_fired_time: 0.8562933803, propagate_forward_time: 33.3237953186, propagate_backward_time: 65.0377655029, weight_update_time: 0.1309728473, other_time: 3.1656951904
epoch time: 8.9047927856s, input_fired_time: 0.1154354066, output_fired_time: 0.0000000000, propagate_forward_time: 8.4065885544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827686310
validation[          , genome  7122] predictions:    9731/  10000 (97.31%), best:    9782/10000 (97.82%), error:       902.16943, best error:       772.38177 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 105.8263015747s, input_fired_time: 0.9126306772, output_fired_time: 0.8878071904, propagate_forward_time: 37.3930892944, propagate_backward_time: 64.4280242920, weight_update_time: 0.1334398538, other_time: 2.2047500610
epoch time: 8.1672830582s, input_fired_time: 0.1169322804, output_fired_time: 0.0000000000, propagate_forward_time: 7.6245288849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258222580
validation[          , genome  7122] predictions:    9694/  10000 (96.94%), best:    9782/10000 (97.82%), error:      1018.70306, best error:       772.38177 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 106.3012008667s, input_fired_time: 0.9350234270, output_fired_time: 0.8844804764, propagate_forward_time: 40.6404953003, propagate_backward_time: 61.6011810303, weight_update_time: 0.1439025998, other_time: 2.2400207520
epoch time: 7.7320642471s, input_fired_time: 0.1126868948, output_fired_time: 0.0000000000, propagate_forward_time: 7.2353825569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839945793
validation[          , genome  7122] predictions:    9761/  10000 (97.61%), best:    9782/10000 (97.82%), error:       786.93866, best error:       772.38177 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 103.8388061523s, input_fired_time: 0.8916350007, output_fired_time: 0.8615419269, propagate_forward_time: 39.8191566467, propagate_backward_time: 59.0735092163, weight_update_time: 0.1363433897, other_time: 3.1929664612
epoch time: 7.5351476669s, input_fired_time: 0.1114424020, output_fired_time: 0.0000000000, propagate_forward_time: 7.0426845551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3810205460
validation[          , genome  7122] predictions:    9756/  10000 (97.56%), best:    9782/10000 (97.82%), error:       807.47162, best error:       772.38177 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 101.2680587769s, input_fired_time: 0.8735764027, output_fired_time: 0.8441153765, propagate_forward_time: 37.9739074707, propagate_backward_time: 59.4427490234, weight_update_time: 0.1359543055, other_time: 2.1337127686
epoch time: 8.2016210556s, input_fired_time: 0.1035533771, output_fired_time: 0.0000000000, propagate_forward_time: 7.7402725220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577947617
validation[          , genome  7122] predictions:    9725/  10000 (97.25%), best:    9782/10000 (97.82%), error:       939.57745, best error:       772.38177 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 105.4423828125s, input_fired_time: 0.9104069471, output_fired_time: 0.8743004203, propagate_forward_time: 36.2330245972, propagate_backward_time: 65.2088623047, weight_update_time: 0.1390572339, other_time: 2.2157897949
epoch time: 8.0923004150s, input_fired_time: 0.1151012108, output_fired_time: 0.0000000000, propagate_forward_time: 7.5807061195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964929581
validation[          , genome  7122] predictions:    9768/  10000 (97.68%), best:    9782/10000 (97.82%), error:       799.62860, best error:       772.38177 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 103.9432296753s, input_fired_time: 1.8529665470, output_fired_time: 0.8703873754, propagate_forward_time: 37.2256278992, propagate_backward_time: 60.8553352356, weight_update_time: 0.1360099316, other_time: 3.1389160156
epoch time: 8.6279754639s, input_fired_time: 0.1115764976, output_fired_time: 0.0000000000, propagate_forward_time: 8.1308736801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855257034
validation[          , genome  7122] predictions:    9751/  10000 (97.51%), best:    9782/10000 (97.82%), error:       820.52527, best error:       772.38177 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 105.4526824951s, input_fired_time: 0.9005719423, output_fired_time: 1.8499745131, propagate_forward_time: 37.1214942932, propagate_backward_time: 62.3200225830, weight_update_time: 0.1324057281, other_time: 3.2606201172
epoch time: 8.0176324844s, input_fired_time: 0.1164485887, output_fired_time: 0.0000000000, propagate_forward_time: 7.5102977753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908863068
validation[          , genome  7122] predictions:    9766/  10000 (97.66%), best:    9782/10000 (97.82%), error:       780.02924, best error:       772.38177 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 105.1891708374s, input_fired_time: 0.8953481317, output_fired_time: 1.8656709194, propagate_forward_time: 33.9705162048, propagate_backward_time: 66.2544937134, weight_update_time: 0.1335012317, other_time: 2.2031478882
epoch time: 8.1307163239s, input_fired_time: 0.1165399030, output_fired_time: 0.0000000000, propagate_forward_time: 7.6345543861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3796219826
validation[          , genome  7122] predictions:    9734/  10000 (97.34%), best:    9782/10000 (97.82%), error:       900.82117, best error:       772.38177 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 102.1589050293s, input_fired_time: 0.8888459206, output_fired_time: 0.8660270572, propagate_forward_time: 34.6236724854, propagate_backward_time: 63.3739471436, weight_update_time: 0.1340762973, other_time: 2.4064102173
epoch time: 7.8543844223s, input_fired_time: 0.1133897901, output_fired_time: 0.0000000000, propagate_forward_time: 7.3530092239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879852295
validation[          , genome  7122] predictions:    9751/  10000 (97.51%), best:    9782/10000 (97.82%), error:       786.07056, best error:       772.38177 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 103.7760620117s, input_fired_time: 0.8994745016, output_fired_time: 0.8642169833, propagate_forward_time: 37.7848014832, propagate_backward_time: 62.0600013733, weight_update_time: 0.1351537853, other_time: 2.1675682068
epoch time: 9.5407352448s, input_fired_time: 0.1157344878, output_fired_time: 0.0000000000, propagate_forward_time: 9.0290155411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3959856033
validation[          , genome  7122] predictions:    9700/  10000 (97.00%), best:    9782/10000 (97.82%), error:       984.28503, best error:       772.38177 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 106.5453186035s, input_fired_time: 0.9208343029, output_fired_time: 0.8771948218, propagate_forward_time: 40.6450691223, propagate_backward_time: 60.8163261414, weight_update_time: 0.1384305507, other_time: 3.2858924866
epoch time: 8.7079963684s, input_fired_time: 0.1123884916, output_fired_time: 0.0000000000, propagate_forward_time: 7.2332606316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3623471260
validation[          , genome  7122] predictions:    9751/  10000 (97.51%), best:    9782/10000 (97.82%), error:       842.54877, best error:       772.38177 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 105.4364318848s, input_fired_time: 0.9242463708, output_fired_time: 0.8807584047, propagate_forward_time: 40.3105659485, propagate_backward_time: 60.1699867249, weight_update_time: 1.1168972254, other_time: 3.1508712769
epoch time: 8.0646944046s, input_fired_time: 0.1207612976, output_fired_time: 0.0000000000, propagate_forward_time: 7.5649075508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3790254593
validation[          , genome  7122] predictions:    9718/  10000 (97.18%), best:    9782/10000 (97.82%), error:       897.22333, best error:       772.38177 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 104.8843917847s, input_fired_time: 1.9791166782, output_fired_time: 0.8790566325, propagate_forward_time: 37.2513122559, propagate_backward_time: 61.5725517273, weight_update_time: 1.1249299049, other_time: 3.2023506165
epoch time: 7.6492719650s, input_fired_time: 0.1111323982, output_fired_time: 0.0000000000, propagate_forward_time: 7.1693496704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687896729
validation[          , genome  7122] predictions:    9720/  10000 (97.20%), best:    9782/10000 (97.82%), error:       972.27325, best error:       772.38177 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 104.2493438721s, input_fired_time: 0.8907597661, output_fired_time: 0.8777689934, propagate_forward_time: 36.5826416016, propagate_backward_time: 63.7394676208, weight_update_time: 0.1336129457, other_time: 2.1587028503
epoch time: 7.7722501755s, input_fired_time: 0.1158492640, output_fired_time: 0.0000000000, propagate_forward_time: 7.2790441513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773565292
validation[          , genome  7122] predictions:    9760/  10000 (97.60%), best:    9782/10000 (97.82%), error:       829.79163, best error:       772.38177 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 105.4431762695s, input_fired_time: 1.8895945549, output_fired_time: 0.8776776791, propagate_forward_time: 40.0512046814, propagate_backward_time: 60.4307861328, weight_update_time: 0.1346825063, other_time: 2.1939125061
epoch time: 8.1245670319s, input_fired_time: 0.1157229915, output_fired_time: 0.0000000000, propagate_forward_time: 6.5483207703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4605236053
validation[          , genome  7122] predictions:    9710/  10000 (97.10%), best:    9782/10000 (97.82%), error:       967.64343, best error:       772.38177 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 103.1703643799s, input_fired_time: 0.8928922415, output_fired_time: 0.8720846772, propagate_forward_time: 37.8293724060, propagate_backward_time: 61.4107589722, weight_update_time: 0.1373128593, other_time: 2.1652565002
epoch time: 8.0577278137s, input_fired_time: 0.1201153994, output_fired_time: 0.0000000000, propagate_forward_time: 7.5262985229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113140106
validation[          , genome  7122] predictions:    9754/  10000 (97.54%), best:    9782/10000 (97.82%), error:       829.68420, best error:       772.38177 on epoch:    61, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 108.6667404175s, input_fired_time: 0.9469250441, output_fired_time: 0.9177296162, propagate_forward_time: 39.6528167725, propagate_backward_time: 63.9228553772, weight_update_time: 0.1444900036, other_time: 3.2264137268
epoch time: 7.9102873802s, input_fired_time: 0.1143497974, output_fired_time: 0.0000000000, propagate_forward_time: 7.4074058533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3885316849
validation[          , genome  7122] predictions:    9741/  10000 (97.41%), best:    9782/10000 (97.82%), error:       876.28699, best error:       772.38177 on epoch:    61, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 104.7640304565s, input_fired_time: 0.9178726077, output_fired_time: 0.8781105876, propagate_forward_time: 40.1958541870, propagate_backward_time: 60.5741310120, weight_update_time: 0.1347585768, other_time: 2.1980628967
epoch time: 7.8564801216s, input_fired_time: 0.1119801849, output_fired_time: 0.0000000000, propagate_forward_time: 7.3667020798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777980804
validation[          , genome  7122] predictions:    9755/  10000 (97.55%), best:    9782/10000 (97.82%), error:       823.63568, best error:       772.38177 on epoch:    61, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 105.0178298950s, input_fired_time: 0.8980806470, output_fired_time: 0.8605216146, propagate_forward_time: 37.9420089722, propagate_backward_time: 62.0230903625, weight_update_time: 0.1398548782, other_time: 3.2941322327
epoch time: 7.8157067299s, input_fired_time: 0.1142451838, output_fired_time: 0.0000000000, propagate_forward_time: 7.3204989433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809623718
validation[          , genome  7122] predictions:    9759/  10000 (97.59%), best:    9782/10000 (97.82%), error:       822.15424, best error:       772.38177 on epoch:    61, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 104.6089630127s, input_fired_time: 0.9114701748, output_fired_time: 0.8762741089, propagate_forward_time: 36.1855163574, propagate_backward_time: 61.3795356750, weight_update_time: 0.1383704990, other_time: 5.2561683655
epoch time: 7.8898048401s, input_fired_time: 0.1177142039, output_fired_time: 0.0000000000, propagate_forward_time: 6.2847805023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4873099327
validation[          , genome  7122] predictions:    9746/  10000 (97.46%), best:    9782/10000 (97.82%), error:       865.13251, best error:       772.38177 on epoch:    61, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 111.4886398315s, input_fired_time: 2.0558009148, output_fired_time: 0.9471586347, propagate_forward_time: 43.2444610596, propagate_backward_time: 62.9567680359, weight_update_time: 0.1469926387, other_time: 2.2844505310
epoch time: 9.7523403168s, input_fired_time: 0.1266391724, output_fired_time: 0.0000000000, propagate_forward_time: 9.2085590363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171419144
validation[          , genome  7122] predictions:    9784/  10000 (97.84%), best:    9782/10000 (97.82%), error:       788.88611, best error:       772.38177 on epoch:    61, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 106.2557144165s, input_fired_time: 0.9089704752, output_fired_time: 0.8637741804, propagate_forward_time: 39.7588615417, propagate_backward_time: 61.5655441284, weight_update_time: 0.1336639374, other_time: 3.1585617065
epoch time: 8.0044784546s, input_fired_time: 0.1268752217, output_fired_time: 0.0000000000, propagate_forward_time: 7.4935956001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3840074539
validation[          , genome  7122] predictions:    9704/  10000 (97.04%), best:    9782/10000 (97.82%), error:       958.17279, best error:       772.38177 on epoch:    61, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 103.6432571411s, input_fired_time: 0.8926376104, output_fired_time: 1.9629522562, propagate_forward_time: 38.8218955994, propagate_backward_time: 59.7836265564, weight_update_time: 0.1390009224, other_time: 2.1821441650
epoch time: 8.9936933517s, input_fired_time: 0.1210996881, output_fired_time: 0.0000000000, propagate_forward_time: 8.4847679138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878259659
validation[          , genome  7122] predictions:    9709/  10000 (97.09%), best:    9782/10000 (97.82%), error:       968.77942, best error:       772.38177 on epoch:    61, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 104.7106323242s, input_fired_time: 0.9156578779, output_fired_time: 0.8689124584, propagate_forward_time: 37.8272056580, propagate_backward_time: 62.9351348877, weight_update_time: 0.1340349764, other_time: 2.1637268066
epoch time: 7.7417960167s, input_fired_time: 0.1150921658, output_fired_time: 0.0000000000, propagate_forward_time: 7.2464084625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3802952766
validation[          , genome  7122] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       765.95612, best error:       765.95612 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 104.4026641846s, input_fired_time: 0.9257286787, output_fired_time: 1.8544356823, propagate_forward_time: 37.3364143372, propagate_backward_time: 61.1240997314, weight_update_time: 0.1404867023, other_time: 3.1619873047
epoch time: 7.7705421448s, input_fired_time: 0.1167107001, output_fired_time: 0.0000000000, propagate_forward_time: 7.2789888382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3748426437
validation[          , genome  7122] predictions:    9780/  10000 (97.80%), best:    9777/10000 (97.77%), error:       770.32257, best error:       765.95612 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 104.2172622681s, input_fired_time: 0.8906036019, output_fired_time: 0.8556159139, propagate_forward_time: 39.7676658630, propagate_backward_time: 60.5011558533, weight_update_time: 0.1412853301, other_time: 2.2022247314
epoch time: 8.1482219696s, input_fired_time: 0.1197067052, output_fired_time: 0.0000000000, propagate_forward_time: 7.6504321098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780827522
validation[          , genome  7122] predictions:    9746/  10000 (97.46%), best:    9777/10000 (97.77%), error:       890.99127, best error:       765.95612 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 105.8579483032s, input_fired_time: 0.9191608429, output_fired_time: 0.8785721064, propagate_forward_time: 41.3912506104, propagate_backward_time: 60.4646186829, weight_update_time: 0.1403727680, other_time: 2.2043495178
epoch time: 8.8651618958s, input_fired_time: 0.1191462949, output_fired_time: 0.0000000000, propagate_forward_time: 8.3677816391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3782339096
validation[          , genome  7122] predictions:    9657/  10000 (96.57%), best:    9777/10000 (97.77%), error:      1101.61646, best error:       765.95612 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 104.2911834717s, input_fired_time: 1.8907241821, output_fired_time: 1.3269854784, propagate_forward_time: 40.3572082520, propagate_backward_time: 58.5495262146, weight_update_time: 0.1347626299, other_time: 2.1667366028
epoch time: 7.7729964256s, input_fired_time: 0.1170848981, output_fired_time: 0.0000000000, propagate_forward_time: 7.2577342987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981771469
validation[          , genome  7122] predictions:    9727/  10000 (97.27%), best:    9777/10000 (97.77%), error:       919.81622, best error:       765.95612 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 105.1319427490s, input_fired_time: 0.8986595273, output_fired_time: 0.8713576198, propagate_forward_time: 36.9298973083, propagate_backward_time: 64.2872085571, weight_update_time: 0.1336042285, other_time: 2.1448135376
epoch time: 7.9721508026s, input_fired_time: 0.1206647903, output_fired_time: 0.0000000000, propagate_forward_time: 7.4679846764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835015297
validation[          , genome  7122] predictions:    9734/  10000 (97.34%), best:    9777/10000 (97.77%), error:       884.02100, best error:       765.95612 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 104.3189163208s, input_fired_time: 2.8753347397, output_fired_time: 0.8557587862, propagate_forward_time: 38.1817474365, propagate_backward_time: 60.2323722839, weight_update_time: 0.1303195953, other_time: 2.1737022400
epoch time: 7.8120908737s, input_fired_time: 0.1146142110, output_fired_time: 0.0000000000, propagate_forward_time: 7.3123831749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3850936890
validation[          , genome  7122] predictions:    9743/  10000 (97.43%), best:    9777/10000 (97.77%), error:       837.15149, best error:       765.95612 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 107.1935577393s, input_fired_time: 0.9170743823, output_fired_time: 0.8961802721, propagate_forward_time: 36.7051506042, propagate_backward_time: 66.4677124023, weight_update_time: 0.1377303898, other_time: 2.2074432373
epoch time: 7.9600629807s, input_fired_time: 0.1193973795, output_fired_time: 0.0000000000, propagate_forward_time: 6.3743810654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4662847519
validation[          , genome  7122] predictions:    9721/  10000 (97.21%), best:    9777/10000 (97.77%), error:       995.62976, best error:       765.95612 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 102.9192581177s, input_fired_time: 0.9175699353, output_fired_time: 0.8682850599, propagate_forward_time: 37.6920967102, propagate_backward_time: 60.2752418518, weight_update_time: 0.1352054924, other_time: 3.1660614014
epoch time: 8.7803840637s, input_fired_time: 0.1200288907, output_fired_time: 0.0000000000, propagate_forward_time: 8.2751121521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852434158
validation[          , genome  7122] predictions:    9768/  10000 (97.68%), best:    9777/10000 (97.77%), error:       796.63715, best error:       765.95612 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 105.5705871582s, input_fired_time: 0.9099704027, output_fired_time: 0.8672801852, propagate_forward_time: 35.0411033630, propagate_backward_time: 65.5765686035, weight_update_time: 0.1348108947, other_time: 3.1756591797
epoch time: 7.8174824715s, input_fired_time: 0.1184285134, output_fired_time: 0.0000000000, propagate_forward_time: 7.3078851700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3911685944
validation[          , genome  7122] predictions:    9756/  10000 (97.56%), best:    9777/10000 (97.77%), error:       807.52106, best error:       765.95612 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 104.1522293091s, input_fired_time: 0.9268069267, output_fired_time: 0.8879860640, propagate_forward_time: 38.2751388550, propagate_backward_time: 60.9179420471, weight_update_time: 0.1370913237, other_time: 3.1443595886
epoch time: 8.9120874405s, input_fired_time: 0.1164331958, output_fired_time: 0.0000000000, propagate_forward_time: 8.4063043594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3893499374
validation[          , genome  7122] predictions:    9766/  10000 (97.66%), best:    9777/10000 (97.77%), error:       788.00580, best error:       765.95612 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 104.9152450562s, input_fired_time: 0.9004729390, output_fired_time: 1.8489053249, propagate_forward_time: 38.9933624268, propagate_backward_time: 61.0032615662, weight_update_time: 0.1345851123, other_time: 2.1692390442
epoch time: 7.8153476715s, input_fired_time: 0.1165693104, output_fired_time: 0.0000000000, propagate_forward_time: 7.3185114861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3802666664
validation[          , genome  7122] predictions:    9751/  10000 (97.51%), best:    9777/10000 (97.77%), error:       812.23022, best error:       765.95612 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 107.4445266724s, input_fired_time: 0.9355134368, output_fired_time: 0.8994829059, propagate_forward_time: 36.7642593384, propagate_backward_time: 66.6377716064, weight_update_time: 0.1377554834, other_time: 2.2074966431
epoch time: 7.5798497200s, input_fired_time: 0.1163410023, output_fired_time: 0.0000000000, propagate_forward_time: 7.0941648483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693437576
validation[          , genome  7122] predictions:    9649/  10000 (96.49%), best:    9777/10000 (97.77%), error:      1146.47327, best error:       765.95612 on epoch:    88, 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: 41.4399681091s, input_fired_time: 0.5938543081, output_fired_time: 0.0000000000, propagate_forward_time: 38.8457984924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0003166199
best training[          , genome  7122] predictions:   49670/  50000 (99.34%), best:    9777/10000 (97.77%), error:      1414.85083, best error:       765.95612 on epoch:    88, 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: 7.8466496468s, input_fired_time: 0.1145949066, output_fired_time: 0.0000000000, propagate_forward_time: 7.3587746620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732800484
   testing[          , genome  7122] predictions:    9791/  10000 (97.91%), best:    9777/10000 (97.77%), error:       699.91205, best error:       765.95612 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:30:07 (468): called boinc_finish(0)

</stderr_txt>
]]>