Nameexact_genome_1512568488_44_6981_1
Workunit2606189
Created7 Dec 2017, 23:01:28 UTC
Sent7 Dec 2017, 23:09:53 UTC
Report deadline17 Dec 2017, 14:01:35 UTC
Received8 Dec 2017, 9:00:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 38 min 8 sec
CPU time2 hours 38 min
Validate stateValid
Credit2,404.81
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.84 MB
Peak swap size154.11 MB
Peak disk usage1.24 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
3, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 85.4293975830s, input_fired_time: 1.3250472546, output_fired_time: 0.8559724689, propagate_forward_time: 32.0053863525, propagate_backward_time: 49.1845283508, weight_update_time: 0.0817949399, other_time: 2.0584602356
epoch time: 6.8956289291s, input_fired_time: 0.1317719519, output_fired_time: 0.0000000000, propagate_forward_time: 6.3989963531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3648605347
validation[          , genome  6981] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       806.61432, best error:       806.61432 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 86.7501831055s, input_fired_time: 1.3376539946, output_fired_time: 0.8675806522, propagate_forward_time: 32.5626754761, propagate_backward_time: 49.8975486755, weight_update_time: 0.0834651440, other_time: 2.0847206116
epoch time: 6.9010257721s, input_fired_time: 0.1345911920, output_fired_time: 0.0000000000, propagate_forward_time: 6.4012398720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651947975
validation[          , genome  6981] predictions:    9688/  10000 (96.88%), best:    9757/10000 (97.57%), error:      1016.91498, best error:       806.61432 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 86.0436630249s, input_fired_time: 1.3253889084, output_fired_time: 0.8637322783, propagate_forward_time: 32.1791610718, propagate_backward_time: 49.6037597656, weight_update_time: 0.0824203193, other_time: 2.0716247559
epoch time: 6.9018592834s, input_fired_time: 0.1374635100, output_fired_time: 0.0000000000, propagate_forward_time: 6.3993420601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650536537
validation[          , genome  6981] predictions:    9742/  10000 (97.42%), best:    9757/10000 (97.57%), error:       873.68829, best error:       806.61432 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 86.0023422241s, input_fired_time: 1.3291114569, output_fired_time: 0.8617866635, propagate_forward_time: 32.1988754272, propagate_backward_time: 49.5249786377, weight_update_time: 0.0826276988, other_time: 2.0875930786
epoch time: 6.9055194855s, input_fired_time: 0.1368593425, output_fired_time: 0.0000000000, propagate_forward_time: 6.4030447006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656153679
validation[          , genome  6981] predictions:    9750/  10000 (97.50%), best:    9757/10000 (97.57%), error:       843.78314, best error:       806.61432 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 86.2193756104s, input_fired_time: 1.3312802315, output_fired_time: 0.8642101884, propagate_forward_time: 32.3076705933, propagate_backward_time: 49.5998191833, weight_update_time: 0.0826260298, other_time: 2.1163902283
epoch time: 6.9905452728s, input_fired_time: 0.1403830945, output_fired_time: 0.0000000000, propagate_forward_time: 6.4724044800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777575493
validation[          , genome  6981] predictions:    9702/  10000 (97.02%), best:    9757/10000 (97.57%), error:       996.19855, best error:       806.61432 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 85.6075363159s, input_fired_time: 1.3321963549, output_fired_time: 0.8596135974, propagate_forward_time: 32.0631675720, propagate_backward_time: 49.2622718811, weight_update_time: 0.0823966712, other_time: 2.0902862549
epoch time: 7.0446262360s, input_fired_time: 0.1437037587, output_fired_time: 0.0000000000, propagate_forward_time: 6.5213975906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3795247078
validation[          , genome  6981] predictions:    9740/  10000 (97.40%), best:    9757/10000 (97.57%), error:       838.90009, best error:       806.61432 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 85.9955215454s, input_fired_time: 1.3323379755, output_fired_time: 0.8625003099, propagate_forward_time: 32.2255859375, propagate_backward_time: 49.4836387634, weight_update_time: 0.0828656405, other_time: 2.0914573669
epoch time: 6.9363145828s, input_fired_time: 0.1427364945, output_fired_time: 0.0000000000, propagate_forward_time: 6.4213781357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722000122
validation[          , genome  6981] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       800.69299, best error:       800.69299 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 87.2122268677s, input_fired_time: 1.3403810263, output_fired_time: 0.8715831041, propagate_forward_time: 32.6609306335, propagate_backward_time: 50.2467117310, weight_update_time: 0.0834416598, other_time: 2.0926246643
epoch time: 6.9009470940s, input_fired_time: 0.1345739812, output_fired_time: 0.0000000000, propagate_forward_time: 6.4000887871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662843704
validation[          , genome  6981] predictions:    9732/  10000 (97.32%), best:    9741/10000 (97.41%), error:       870.93146, best error:       800.69299 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 90.0474472046s, input_fired_time: 1.3631479740, output_fired_time: 0.8931117058, propagate_forward_time: 33.8236427307, propagate_backward_time: 51.8165817261, weight_update_time: 0.0866080672, other_time: 2.1509590149
epoch time: 7.2196292877s, input_fired_time: 0.1396615654, output_fired_time: 0.0000000000, propagate_forward_time: 6.7022981644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776693344
validation[          , genome  6981] predictions:    9719/  10000 (97.19%), best:    9741/10000 (97.41%), error:       855.23932, best error:       800.69299 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 85.9275207520s, input_fired_time: 1.3330062628, output_fired_time: 0.8621934056, propagate_forward_time: 32.1989555359, propagate_backward_time: 49.4510536194, weight_update_time: 0.0824640319, other_time: 2.0823135376
epoch time: 6.9038820267s, input_fired_time: 0.1366338581, output_fired_time: 0.0000000000, propagate_forward_time: 6.4009466171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663015366
validation[          , genome  6981] predictions:    9711/  10000 (97.11%), best:    9741/10000 (97.41%), error:       908.35303, best error:       800.69299 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 85.7608566284s, input_fired_time: 1.3280986547, output_fired_time: 0.8593646288, propagate_forward_time: 32.1349105835, propagate_backward_time: 49.3575859070, weight_update_time: 0.0820467249, other_time: 2.0808906555
epoch time: 6.9002614021s, input_fired_time: 0.1324019432, output_fired_time: 0.0000000000, propagate_forward_time: 6.4020810127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657784462
validation[          , genome  6981] predictions:    9737/  10000 (97.37%), best:    9741/10000 (97.41%), error:       850.25952, best error:       800.69299 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 86.1218719482s, input_fired_time: 1.3374531269, output_fired_time: 0.8632883430, propagate_forward_time: 32.2906532288, propagate_backward_time: 49.5254631042, weight_update_time: 0.0825792402, other_time: 2.1050109863
epoch time: 6.9113650322s, input_fired_time: 0.1373379827, output_fired_time: 0.0000000000, propagate_forward_time: 6.4052901268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687367439
validation[          , genome  6981] predictions:    9728/  10000 (97.28%), best:    9741/10000 (97.41%), error:       834.40363, best error:       800.69299 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 85.5304107666s, input_fired_time: 1.3347535133, output_fired_time: 0.8587799072, propagate_forward_time: 32.0323829651, propagate_backward_time: 49.2269363403, weight_update_time: 0.0824941471, other_time: 2.0775566101
epoch time: 6.9110116959s, input_fired_time: 0.1367987543, output_fired_time: 0.0000000000, propagate_forward_time: 6.4048008919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694119453
validation[          , genome  6981] predictions:    9738/  10000 (97.38%), best:    9741/10000 (97.41%), error:       852.70233, best error:       800.69299 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 85.6003265381s, input_fired_time: 1.3349642754, output_fired_time: 0.8591230512, propagate_forward_time: 32.0670738220, propagate_backward_time: 49.2497253418, weight_update_time: 0.0823715255, other_time: 2.0894432068
epoch time: 6.9139056206s, input_fired_time: 0.1394017488, output_fired_time: 0.0000000000, propagate_forward_time: 6.4057908058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687129021
validation[          , genome  6981] predictions:    9742/  10000 (97.42%), best:    9741/10000 (97.41%), error:       854.33704, best error:       800.69299 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 86.8358764648s, input_fired_time: 1.3425832987, output_fired_time: 0.8675807714, propagate_forward_time: 32.5702056885, propagate_backward_time: 49.9755210876, weight_update_time: 0.0836148262, other_time: 2.0799827576
epoch time: 7.5567817688s, input_fired_time: 0.1502049267, output_fired_time: 0.0000000000, propagate_forward_time: 7.0120697021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3945069313
validation[          , genome  6981] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       781.58453, best error:       781.58453 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 86.1272735596s, input_fired_time: 1.3299304247, output_fired_time: 0.8625248075, propagate_forward_time: 32.2843170166, propagate_backward_time: 49.5883178711, weight_update_time: 0.0825802535, other_time: 2.0621795654
epoch time: 6.9166140556s, input_fired_time: 0.1392667890, output_fired_time: 0.0000000000, propagate_forward_time: 6.4095077515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678393364
validation[          , genome  6981] predictions:    9736/  10000 (97.36%), best:    9747/10000 (97.47%), error:       836.20837, best error:       781.58453 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 85.4411544800s, input_fired_time: 1.3244479895, output_fired_time: 0.8550622463, propagate_forward_time: 32.0387573242, propagate_backward_time: 49.1809310913, weight_update_time: 0.0819022432, other_time: 2.0419540405
epoch time: 6.9007196426s, input_fired_time: 0.1376884133, output_fired_time: 0.0000000000, propagate_forward_time: 6.3983087540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647222519
validation[          , genome  6981] predictions:    9744/  10000 (97.44%), best:    9747/10000 (97.47%), error:       824.10205, best error:       781.58453 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 85.7901077271s, input_fired_time: 1.3302960396, output_fired_time: 0.8589565158, propagate_forward_time: 32.1598052979, propagate_backward_time: 49.3736534119, weight_update_time: 0.0820312276, other_time: 2.0673942566
epoch time: 6.9080629349s, input_fired_time: 0.1358281374, output_fired_time: 0.0000000000, propagate_forward_time: 6.4058771133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663578033
validation[          , genome  6981] predictions:    9739/  10000 (97.39%), best:    9747/10000 (97.47%), error:       806.75446, best error:       781.58453 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 85.6303024292s, input_fired_time: 1.3305220604, output_fired_time: 0.8585924506, propagate_forward_time: 32.0553550720, propagate_backward_time: 49.2885589600, weight_update_time: 0.0822093189, other_time: 2.0972785950
epoch time: 6.9170494080s, input_fired_time: 0.1409285665, output_fired_time: 0.0000000000, propagate_forward_time: 6.4063086510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698120117
validation[          , genome  6981] predictions:    9694/  10000 (96.94%), best:    9747/10000 (97.47%), error:       950.51440, best error:       781.58453 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 85.7271270752s, input_fired_time: 1.3325264454, output_fired_time: 0.8607280254, propagate_forward_time: 32.0640296936, propagate_backward_time: 49.4026679993, weight_update_time: 0.0822182894, other_time: 2.0671768188
epoch time: 6.9093022346s, input_fired_time: 0.1331315339, output_fired_time: 0.0000000000, propagate_forward_time: 6.4074730873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686976433
validation[          , genome  6981] predictions:    9700/  10000 (97.00%), best:    9747/10000 (97.47%), error:       961.03448, best error:       781.58453 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 85.7580490112s, input_fired_time: 1.3277468681, output_fired_time: 0.8590809703, propagate_forward_time: 32.1131973267, propagate_backward_time: 49.3686370850, weight_update_time: 0.0824826211, other_time: 2.0893936157
epoch time: 6.9110994339s, input_fired_time: 0.1349922419, output_fired_time: 0.0000000000, propagate_forward_time: 6.4077935219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683137894
validation[          , genome  6981] predictions:    9709/  10000 (97.09%), best:    9747/10000 (97.47%), error:      1026.56067, best error:       781.58453 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 87.0776901245s, input_fired_time: 1.3493686914, output_fired_time: 0.8696674109, propagate_forward_time: 32.6506080627, propagate_backward_time: 50.0990943909, weight_update_time: 0.0840249583, other_time: 2.1089553833
epoch time: 6.9070711136s, input_fired_time: 0.1353308111, output_fired_time: 0.0000000000, propagate_forward_time: 6.4034013748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683390617
validation[          , genome  6981] predictions:    9715/  10000 (97.15%), best:    9747/10000 (97.47%), error:       950.21613, best error:       781.58453 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 85.4780426025s, input_fired_time: 1.3304331303, output_fired_time: 0.8568354249, propagate_forward_time: 32.0133552551, propagate_backward_time: 49.2127952576, weight_update_time: 0.0820218027, other_time: 2.0646209717
epoch time: 6.9066715240s, input_fired_time: 0.1387811303, output_fired_time: 0.0000000000, propagate_forward_time: 6.4005670547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673233986
validation[          , genome  6981] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       792.84161, best error:       781.58453 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 85.5864639282s, input_fired_time: 1.3331630230, output_fired_time: 0.8576063514, propagate_forward_time: 32.0317230225, propagate_backward_time: 49.2973899841, weight_update_time: 0.0821158439, other_time: 2.0665855408
epoch time: 6.9113254547s, input_fired_time: 0.1390406936, output_fired_time: 0.0000000000, propagate_forward_time: 6.4032793045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690056801
validation[          , genome  6981] predictions:    9763/  10000 (97.63%), best:    9747/10000 (97.47%), error:       791.70416, best error:       781.58453 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 86.7389526367s, input_fired_time: 1.3471258879, output_fired_time: 0.8678625226, propagate_forward_time: 32.5161705017, propagate_backward_time: 49.9045753479, weight_update_time: 0.0833864808, other_time: 2.1032257080
epoch time: 6.9156503677s, input_fired_time: 0.1421500295, output_fired_time: 0.0000000000, propagate_forward_time: 6.4025959969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3709044456
validation[          , genome  6981] predictions:    9751/  10000 (97.51%), best:    9747/10000 (97.47%), error:       855.97675, best error:       781.58453 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 85.5652236938s, input_fired_time: 1.3293746710, output_fired_time: 0.8583508134, propagate_forward_time: 32.0270423889, propagate_backward_time: 49.2851982117, weight_update_time: 0.0820377246, other_time: 2.0652542114
epoch time: 7.5998868942s, input_fired_time: 0.1521758288, output_fired_time: 0.0000000000, propagate_forward_time: 7.0487551689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3989558220
validation[          , genome  6981] predictions:    9719/  10000 (97.19%), best:    9747/10000 (97.47%), error:       898.27057, best error:       781.58453 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 85.4621353149s, input_fired_time: 1.3320231438, output_fired_time: 0.8558545113, propagate_forward_time: 32.0130538940, propagate_backward_time: 49.2124786377, weight_update_time: 0.0820169672, other_time: 2.0487213135
epoch time: 6.9151477814s, input_fired_time: 0.1384380609, output_fired_time: 0.0000000000, propagate_forward_time: 6.4092054367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675041199
validation[          , genome  6981] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       719.96527, best error:       719.96527 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 86.1412353516s, input_fired_time: 1.3380050659, output_fired_time: 0.8638368845, propagate_forward_time: 32.2365150452, propagate_backward_time: 49.6190414429, weight_update_time: 0.0824605003, other_time: 2.0838356018
epoch time: 6.9138522148s, input_fired_time: 0.1395103037, output_fired_time: 0.0000000000, propagate_forward_time: 6.4086833000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656587601
validation[          , genome  6981] predictions:    9753/  10000 (97.53%), best:    9785/10000 (97.85%), error:       747.39569, best error:       719.96527 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 85.8496780396s, input_fired_time: 1.3400403261, output_fired_time: 0.8599672914, propagate_forward_time: 32.1331939697, propagate_backward_time: 49.4345817566, weight_update_time: 0.0823199153, other_time: 2.0818901062
epoch time: 6.9083819389s, input_fired_time: 0.1361993700, output_fired_time: 0.0000000000, propagate_forward_time: 6.4068965912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652858734
validation[          , genome  6981] predictions:    9770/  10000 (97.70%), best:    9785/10000 (97.85%), error:       788.17987, best error:       719.96527 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 85.6158142090s, input_fired_time: 1.3289558887, output_fired_time: 0.8588986993, propagate_forward_time: 32.0615921021, propagate_backward_time: 49.3028373718, weight_update_time: 0.0823880583, other_time: 2.0635261536
epoch time: 6.9156775475s, input_fired_time: 0.1380946487, output_fired_time: 0.0000000000, propagate_forward_time: 6.4016208649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3759622574
validation[          , genome  6981] predictions:    9701/  10000 (97.01%), best:    9785/10000 (97.85%), error:       960.68695, best error:       719.96527 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 88.4137954712s, input_fired_time: 1.3548306227, output_fired_time: 0.8820099831, propagate_forward_time: 33.1529731750, propagate_backward_time: 50.9063072205, weight_update_time: 0.0852337703, other_time: 2.1176757812
epoch time: 7.8382530212s, input_fired_time: 0.1575012207, output_fired_time: 0.0000000000, propagate_forward_time: 7.2664895058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4142622948
validation[          , genome  6981] predictions:    9741/  10000 (97.41%), best:    9785/10000 (97.85%), error:       880.03546, best error:       719.96527 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 87.4042434692s, input_fired_time: 1.3531546593, output_fired_time: 0.8741903901, propagate_forward_time: 32.7709426880, propagate_backward_time: 50.2805252075, weight_update_time: 0.0847607702, other_time: 2.1254272461
epoch time: 6.9063224792s, input_fired_time: 0.1378742307, output_fired_time: 0.0000000000, propagate_forward_time: 6.4019112587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665370941
validation[          , genome  6981] predictions:    9747/  10000 (97.47%), best:    9785/10000 (97.85%), error:       776.80255, best error:       719.96527 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 86.2385025024s, input_fired_time: 1.3413037062, output_fired_time: 0.8664731979, propagate_forward_time: 32.2610054016, propagate_backward_time: 49.6710357666, weight_update_time: 0.0827847719, other_time: 2.0986900330
epoch time: 7.4509844780s, input_fired_time: 0.1494640857, output_fired_time: 0.0000000000, propagate_forward_time: 6.9117403030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3897800446
validation[          , genome  6981] predictions:    9701/  10000 (97.01%), best:    9785/10000 (97.85%), error:       969.47015, best error:       719.96527 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 86.1111145020s, input_fired_time: 1.3366190195, output_fired_time: 0.8661584854, propagate_forward_time: 32.2020416260, propagate_backward_time: 49.6433372498, weight_update_time: 0.0822562352, other_time: 2.0629615784
epoch time: 6.9974303246s, input_fired_time: 0.1467894167, output_fired_time: 0.0000000000, propagate_forward_time: 6.4709434509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3796973228
validation[          , genome  6981] predictions:    9701/  10000 (97.01%), best:    9785/10000 (97.85%), error:       972.16559, best error:       719.96527 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 86.2863922119s, input_fired_time: 1.3492925167, output_fired_time: 0.8657304049, propagate_forward_time: 32.3248786926, propagate_backward_time: 49.6742324829, weight_update_time: 0.0823509470, other_time: 2.0722618103
epoch time: 6.9175710678s, input_fired_time: 0.1406086683, output_fired_time: 0.0000000000, propagate_forward_time: 6.4070229530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699393272
validation[          , genome  6981] predictions:    9764/  10000 (97.64%), best:    9785/10000 (97.85%), error:       792.59625, best error:       719.96527 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 86.9757080078s, input_fired_time: 1.3538156748, output_fired_time: 0.8691300154, propagate_forward_time: 32.6081695557, propagate_backward_time: 50.0571365356, weight_update_time: 0.0834147185, other_time: 2.0874557495
epoch time: 6.9057898521s, input_fired_time: 0.1404483169, output_fired_time: 0.0000000000, propagate_forward_time: 6.3994259834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659157753
validation[          , genome  6981] predictions:    9753/  10000 (97.53%), best:    9785/10000 (97.85%), error:       826.21588, best error:       719.96527 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 85.5645904541s, input_fired_time: 1.3447976112, output_fired_time: 0.8575398326, propagate_forward_time: 32.0464363098, propagate_backward_time: 49.2601394653, weight_update_time: 0.0820780247, other_time: 2.0556831360
epoch time: 6.9045290947s, input_fired_time: 0.1393511742, output_fired_time: 0.0000000000, propagate_forward_time: 6.3999834061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651943207
validation[          , genome  6981] predictions:    9749/  10000 (97.49%), best:    9785/10000 (97.85%), error:       836.90649, best error:       719.96527 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 85.7627868652s, input_fired_time: 1.3418195248, output_fired_time: 0.8600155711, propagate_forward_time: 32.1279792786, propagate_backward_time: 49.3793869019, weight_update_time: 0.0822691694, other_time: 2.0535850525
epoch time: 6.9022812843s, input_fired_time: 0.1361287981, output_fired_time: 0.0000000000, propagate_forward_time: 6.3986282349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675241470
validation[          , genome  6981] predictions:    9739/  10000 (97.39%), best:    9785/10000 (97.85%), error:       853.29425, best error:       719.96527 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 88.1334686279s, input_fired_time: 1.3639531136, output_fired_time: 0.8803492188, propagate_forward_time: 33.0443382263, propagate_backward_time: 50.7242736816, weight_update_time: 0.0844508782, other_time: 2.1205558777
epoch time: 7.1657223701s, input_fired_time: 0.1435380280, output_fired_time: 0.0000000000, propagate_forward_time: 6.6418809891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3803033829
validation[          , genome  6981] predictions:    9714/  10000 (97.14%), best:    9785/10000 (97.85%), error:       942.89868, best error:       719.96527 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 86.8245315552s, input_fired_time: 1.3704050779, output_fired_time: 0.8701868653, propagate_forward_time: 32.5313529968, propagate_backward_time: 49.8874015808, weight_update_time: 0.0838000849, other_time: 2.1651840210
epoch time: 7.0136456490s, input_fired_time: 0.1442898661, output_fired_time: 0.0000000000, propagate_forward_time: 6.4908757210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3784799576
validation[          , genome  6981] predictions:    9758/  10000 (97.58%), best:    9785/10000 (97.85%), error:       832.84735, best error:       719.96527 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 85.6644287109s, input_fired_time: 1.3549013138, output_fired_time: 0.8586713076, propagate_forward_time: 32.0613327026, propagate_backward_time: 49.2843780518, weight_update_time: 0.0822155476, other_time: 2.1051406860
epoch time: 6.9339251518s, input_fired_time: 0.1474559456, output_fired_time: 0.0000000000, propagate_forward_time: 6.4090156555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774533272
validation[          , genome  6981] predictions:    9773/  10000 (97.73%), best:    9785/10000 (97.85%), error:       788.23224, best error:       719.96527 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 86.4857864380s, input_fired_time: 1.3662066460, output_fired_time: 0.8668097258, propagate_forward_time: 32.3891105652, propagate_backward_time: 49.7424316406, weight_update_time: 0.0827720538, other_time: 2.1212348938
epoch time: 6.9254631996s, input_fired_time: 0.1467196196, output_fired_time: 0.0000000000, propagate_forward_time: 6.4033970833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753466606
validation[          , genome  6981] predictions:    9645/  10000 (96.45%), best:    9785/10000 (97.85%), error:      1121.44434, best error:       719.96527 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 85.6537857056s, input_fired_time: 1.3577342033, output_fired_time: 0.8596822619, propagate_forward_time: 32.0413894653, propagate_backward_time: 49.2910919189, weight_update_time: 0.0822916478, other_time: 2.1038894653
epoch time: 6.9248018265s, input_fired_time: 0.1429706663, output_fired_time: 0.0000000000, propagate_forward_time: 6.4031796455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3786516190
validation[          , genome  6981] predictions:    9714/  10000 (97.14%), best:    9785/10000 (97.85%), error:       936.09253, best error:       719.96527 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 85.5214691162s, input_fired_time: 1.3532314301, output_fired_time: 0.8573522568, propagate_forward_time: 32.0192985535, propagate_backward_time: 49.1980247498, weight_update_time: 0.0820169374, other_time: 2.0935592651
epoch time: 6.9161067009s, input_fired_time: 0.1417825669, output_fired_time: 0.0000000000, propagate_forward_time: 6.4034481049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708758354
validation[          , genome  6981] predictions:    9757/  10000 (97.57%), best:    9785/10000 (97.85%), error:       767.28668, best error:       719.96527 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 85.9871673584s, input_fired_time: 1.3613114357, output_fired_time: 0.8628968596, propagate_forward_time: 32.1744461060, propagate_backward_time: 49.4788360596, weight_update_time: 0.0823762491, other_time: 2.1096725464
epoch time: 6.9190492630s, input_fired_time: 0.1434849948, output_fired_time: 0.0000000000, propagate_forward_time: 6.4037299156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3718342781
validation[          , genome  6981] predictions:    9722/  10000 (97.22%), best:    9785/10000 (97.85%), error:       884.39282, best error:       719.96527 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 87.7508392334s, input_fired_time: 1.3755158186, output_fired_time: 0.8781964779, propagate_forward_time: 32.9288787842, propagate_backward_time: 50.4213523865, weight_update_time: 0.0842195600, other_time: 2.1468925476
epoch time: 6.9169492722s, input_fired_time: 0.1420674771, output_fired_time: 0.0000000000, propagate_forward_time: 6.4026908875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721909523
validation[          , genome  6981] predictions:    9774/  10000 (97.74%), best:    9785/10000 (97.85%), error:       752.25226, best error:       719.96527 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 86.8403167725s, input_fired_time: 1.3728221655, output_fired_time: 0.8703237772, propagate_forward_time: 32.5098381042, propagate_backward_time: 49.9341354370, weight_update_time: 0.0833411589, other_time: 2.1531944275
epoch time: 6.9171810150s, input_fired_time: 0.1414926797, output_fired_time: 0.0000000000, propagate_forward_time: 6.4032082558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724799156
validation[          , genome  6981] predictions:    9705/  10000 (97.05%), best:    9785/10000 (97.85%), error:       981.77167, best error:       719.96527 on epoch:    40, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 88.7252502441s, input_fired_time: 1.3846318722, output_fired_time: 0.8887438774, propagate_forward_time: 33.2930526733, propagate_backward_time: 50.9977416992, weight_update_time: 0.0846900716, other_time: 2.1610870361
epoch time: 6.9268908501s, input_fired_time: 0.1427319646, output_fired_time: 0.0000000000, propagate_forward_time: 6.4102244377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739342690
validation[          , genome  6981] predictions:    9764/  10000 (97.64%), best:    9785/10000 (97.85%), error:       840.67200, best error:       719.96527 on epoch:    40, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 85.5840530396s, input_fired_time: 1.3589240313, output_fired_time: 0.8583452106, propagate_forward_time: 32.0198707581, propagate_backward_time: 49.2395706177, weight_update_time: 0.0820085928, other_time: 2.1073417664
epoch time: 6.9218740463s, input_fired_time: 0.1464818120, output_fired_time: 0.0000000000, propagate_forward_time: 6.4015016556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738903999
validation[          , genome  6981] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       712.68591, best error:       712.68591 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 86.0947570801s, input_fired_time: 1.3628909588, output_fired_time: 0.8639369607, propagate_forward_time: 32.2368583679, propagate_backward_time: 49.5274505615, weight_update_time: 0.0826363117, other_time: 2.1036186218
epoch time: 7.0540695190s, input_fired_time: 0.1480980664, output_fired_time: 0.0000000000, propagate_forward_time: 6.5252656937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3807058334
validation[          , genome  6981] predictions:    9763/  10000 (97.63%), best:    9769/10000 (97.69%), error:       752.34509, best error:       712.68591 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 85.6083450317s, input_fired_time: 1.3526833057, output_fired_time: 0.8610630631, propagate_forward_time: 32.0325737000, propagate_backward_time: 49.2843513489, weight_update_time: 0.0823388398, other_time: 2.0776748657
epoch time: 6.9296622276s, input_fired_time: 0.1444414705, output_fired_time: 0.0000000000, propagate_forward_time: 6.4103937149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3748269081
validation[          , genome  6981] predictions:    9759/  10000 (97.59%), best:    9769/10000 (97.69%), error:       802.64380, best error:       712.68591 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 85.6156539917s, input_fired_time: 1.3557540178, output_fired_time: 0.8598206043, propagate_forward_time: 32.0531501770, propagate_backward_time: 49.2650184631, weight_update_time: 0.0825350732, other_time: 2.0819168091
epoch time: 6.9111590385s, input_fired_time: 0.1429083645, output_fired_time: 0.0000000000, propagate_forward_time: 6.3996734619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685770035
validation[          , genome  6981] predictions:    9766/  10000 (97.66%), best:    9769/10000 (97.69%), error:       744.88721, best error:       712.68591 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 86.1645812988s, input_fired_time: 1.3613909483, output_fired_time: 0.8646032810, propagate_forward_time: 32.2343597412, propagate_backward_time: 49.6060218811, weight_update_time: 0.0828925446, other_time: 2.0982093811
epoch time: 6.9159440994s, input_fired_time: 0.1431369632, output_fired_time: 0.0000000000, propagate_forward_time: 6.4036855698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3691215515
validation[          , genome  6981] predictions:    9756/  10000 (97.56%), best:    9769/10000 (97.69%), error:       827.82086, best error:       712.68591 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 85.5954437256s, input_fired_time: 1.3581899405, output_fired_time: 0.8584983349, propagate_forward_time: 32.0274581909, propagate_backward_time: 49.2630233765, weight_update_time: 0.0820992514, other_time: 2.0882720947
epoch time: 6.9203419685s, input_fired_time: 0.1416274756, output_fired_time: 0.0000000000, propagate_forward_time: 6.4051113129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736033440
validation[          , genome  6981] predictions:    9767/  10000 (97.67%), best:    9769/10000 (97.69%), error:       758.73584, best error:       712.68591 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 85.5553588867s, input_fired_time: 1.3562262058, output_fired_time: 0.8573038578, propagate_forward_time: 32.0285453796, propagate_backward_time: 49.2393112183, weight_update_time: 0.0819486156, other_time: 2.0739707947
epoch time: 6.9131455421s, input_fired_time: 0.1409255266, output_fired_time: 0.0000000000, propagate_forward_time: 6.4034571648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687629700
validation[          , genome  6981] predictions:    9745/  10000 (97.45%), best:    9769/10000 (97.69%), error:       834.22552, best error:       712.68591 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 87.5972366333s, input_fired_time: 1.3770365715, output_fired_time: 0.8758758903, propagate_forward_time: 32.8641319275, propagate_backward_time: 50.3634948730, weight_update_time: 0.0835847184, other_time: 2.1166954041
epoch time: 6.9138216972s, input_fired_time: 0.1412097514, output_fired_time: 0.0000000000, propagate_forward_time: 6.4034719467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3691401482
validation[          , genome  6981] predictions:    9743/  10000 (97.43%), best:    9769/10000 (97.69%), error:       828.48004, best error:       712.68591 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 86.1334838867s, input_fired_time: 1.3629119396, output_fired_time: 0.8642928600, propagate_forward_time: 32.2501449585, propagate_backward_time: 49.5588264465, weight_update_time: 0.0825611651, other_time: 2.0973014832
epoch time: 6.9166560173s, input_fired_time: 0.1433644593, output_fired_time: 0.0000000000, propagate_forward_time: 6.4013772011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3719143867
validation[          , genome  6981] predictions:    9753/  10000 (97.53%), best:    9769/10000 (97.69%), error:       817.31409, best error:       712.68591 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 85.8885574341s, input_fired_time: 1.3628023863, output_fired_time: 0.8607792258, propagate_forward_time: 32.1481933594, propagate_backward_time: 49.4374160767, weight_update_time: 0.0825621709, other_time: 2.0793685913
epoch time: 6.9047942162s, input_fired_time: 0.1420963854, output_fired_time: 0.0000000000, propagate_forward_time: 6.3966293335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660683632
validation[          , genome  6981] predictions:    9641/  10000 (96.41%), best:    9769/10000 (97.69%), error:      1134.02625, best error:       712.68591 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 85.5474777222s, input_fired_time: 1.3552160263, output_fired_time: 0.8572944999, propagate_forward_time: 32.0571403503, propagate_backward_time: 49.2166748047, weight_update_time: 0.0820855871, other_time: 2.0611534119
epoch time: 7.0413117409s, input_fired_time: 0.1452686936, output_fired_time: 0.0000000000, propagate_forward_time: 6.5235042572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3725385666
validation[          , genome  6981] predictions:    9748/  10000 (97.48%), best:    9769/10000 (97.69%), error:       839.18390, best error:       712.68591 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 87.2626495361s, input_fired_time: 1.3718535900, output_fired_time: 0.8735831380, propagate_forward_time: 32.7257118225, propagate_backward_time: 50.1743240356, weight_update_time: 0.0835901946, other_time: 2.1171760559
epoch time: 6.9473319054s, input_fired_time: 0.1477005631, output_fired_time: 0.0000000000, propagate_forward_time: 6.4215726852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780584335
validation[          , genome  6981] predictions:    9761/  10000 (97.61%), best:    9769/10000 (97.69%), error:       807.14880, best error:       712.68591 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 85.8781738281s, input_fired_time: 1.3617811203, output_fired_time: 0.8610413074, propagate_forward_time: 32.1421356201, propagate_backward_time: 49.3914794922, weight_update_time: 0.0831841826, other_time: 2.1217422485
epoch time: 6.9230537415s, input_fired_time: 0.1450633407, output_fired_time: 0.0000000000, propagate_forward_time: 6.4024491310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755412102
validation[          , genome  6981] predictions:    9772/  10000 (97.72%), best:    9769/10000 (97.69%), error:       782.14612, best error:       712.68591 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 85.5148849487s, input_fired_time: 1.3542295694, output_fired_time: 0.8576588631, propagate_forward_time: 32.0189628601, propagate_backward_time: 49.1811370850, weight_update_time: 0.0828173459, other_time: 2.1028938293
epoch time: 6.9159073830s, input_fired_time: 0.1423555315, output_fired_time: 0.0000000000, propagate_forward_time: 6.4031944275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703575134
validation[          , genome  6981] predictions:    9755/  10000 (97.55%), best:    9769/10000 (97.69%), error:       817.09454, best error:       712.68591 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 85.6204528809s, input_fired_time: 1.3560872078, output_fired_time: 0.8582570553, propagate_forward_time: 32.0560455322, propagate_backward_time: 49.2444648743, weight_update_time: 0.0829095617, other_time: 2.1056022644
epoch time: 6.9141588211s, input_fired_time: 0.1411040872, output_fired_time: 0.0000000000, propagate_forward_time: 6.4018683434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711862564
validation[          , genome  6981] predictions:    9752/  10000 (97.52%), best:    9769/10000 (97.69%), error:       809.60992, best error:       712.68591 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 85.7214889526s, input_fired_time: 1.3580062389, output_fired_time: 0.8607466221, propagate_forward_time: 32.0763244629, propagate_backward_time: 49.3254737854, weight_update_time: 0.0828162804, other_time: 2.1009330750
epoch time: 6.9730997086s, input_fired_time: 0.1437668651, output_fired_time: 0.0000000000, propagate_forward_time: 6.4522371292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770956993
validation[          , genome  6981] predictions:    9782/  10000 (97.82%), best:    9769/10000 (97.69%), error:       811.56934, best error:       712.68591 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 85.5583038330s, input_fired_time: 1.3610929251, output_fired_time: 0.8576099873, propagate_forward_time: 32.0484542847, propagate_backward_time: 49.1963195801, weight_update_time: 0.0830717385, other_time: 2.0948257446
epoch time: 6.9317474365s, input_fired_time: 0.1435187012, output_fired_time: 0.0000000000, propagate_forward_time: 6.4182238579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700046539
validation[          , genome  6981] predictions:    9752/  10000 (97.52%), best:    9769/10000 (97.69%), error:       806.74561, best error:       712.68591 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 85.8770217896s, input_fired_time: 1.3663471937, output_fired_time: 0.8620930314, propagate_forward_time: 32.1317138672, propagate_backward_time: 49.4084625244, weight_update_time: 0.0833819360, other_time: 2.1084060669
epoch time: 6.9128456116s, input_fired_time: 0.1426103711, output_fired_time: 0.0000000000, propagate_forward_time: 6.4015836716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686513901
validation[          , genome  6981] predictions:    9739/  10000 (97.39%), best:    9769/10000 (97.69%), error:       854.50201, best error:       712.68591 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 85.8138198853s, input_fired_time: 1.3676446676, output_fired_time: 0.8612107038, propagate_forward_time: 32.1061782837, propagate_backward_time: 49.3775138855, weight_update_time: 0.0828911439, other_time: 2.1012687683
epoch time: 6.9238820076s, input_fired_time: 0.1442248523, output_fired_time: 0.0000000000, propagate_forward_time: 6.4086971283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3709602356
validation[          , genome  6981] predictions:    9756/  10000 (97.56%), best:    9769/10000 (97.69%), error:       815.52161, best error:       712.68591 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 85.6542816162s, input_fired_time: 1.3662139177, output_fired_time: 0.8603377938, propagate_forward_time: 32.0680541992, propagate_backward_time: 49.2483329773, weight_update_time: 0.0828310922, other_time: 2.1113471985
epoch time: 7.4395179749s, input_fired_time: 0.1544864476, output_fired_time: 0.0000000000, propagate_forward_time: 6.8897767067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952546120
validation[          , genome  6981] predictions:    9755/  10000 (97.55%), best:    9769/10000 (97.69%), error:       832.57874, best error:       712.68591 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 87.6111297607s, input_fired_time: 1.3830361366, output_fired_time: 0.8744901419, propagate_forward_time: 32.8795356750, propagate_backward_time: 50.3359603882, weight_update_time: 0.0851475298, other_time: 2.1381111145
epoch time: 6.9255113602s, input_fired_time: 0.1467670202, output_fired_time: 0.0000000000, propagate_forward_time: 6.4054551125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732891083
validation[          , genome  6981] predictions:    9753/  10000 (97.53%), best:    9769/10000 (97.69%), error:       805.61261, best error:       712.68591 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 85.8720550537s, input_fired_time: 1.3697884083, output_fired_time: 0.8601754904, propagate_forward_time: 32.1587066650, propagate_backward_time: 49.3763656616, weight_update_time: 0.0831757411, other_time: 2.1070175171
epoch time: 6.9425511360s, input_fired_time: 0.1486430317, output_fired_time: 0.0000000000, propagate_forward_time: 6.4187455177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751626015
validation[          , genome  6981] predictions:    9745/  10000 (97.45%), best:    9769/10000 (97.69%), error:       842.99286, best error:       712.68591 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 85.5985336304s, input_fired_time: 1.3648859262, output_fired_time: 0.8564838767, propagate_forward_time: 32.0532302856, propagate_backward_time: 49.2432556152, weight_update_time: 0.0824607611, other_time: 2.0806808472
epoch time: 6.9388751984s, input_fired_time: 0.1457766443, output_fired_time: 0.0000000000, propagate_forward_time: 6.4160246849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770737648
validation[          , genome  6981] predictions:    9761/  10000 (97.61%), best:    9769/10000 (97.69%), error:       827.01373, best error:       712.68591 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 85.7772979736s, input_fired_time: 1.3655756712, output_fired_time: 0.8608350158, propagate_forward_time: 32.0727539062, propagate_backward_time: 49.4035072327, weight_update_time: 0.0824341699, other_time: 2.0746269226
epoch time: 6.9201917648s, input_fired_time: 0.1439973265, output_fired_time: 0.0000000000, propagate_forward_time: 6.4071283340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690662384
validation[          , genome  6981] predictions:    9728/  10000 (97.28%), best:    9769/10000 (97.69%), error:       964.26947, best error:       712.68591 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 85.6391296387s, input_fired_time: 1.3622770309, output_fired_time: 0.8577311635, propagate_forward_time: 32.0306587219, propagate_backward_time: 49.3140068054, weight_update_time: 0.0828059316, other_time: 2.0744552612
epoch time: 6.9143805504s, input_fired_time: 0.1439518631, output_fired_time: 0.0000000000, propagate_forward_time: 6.4015874863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688411713
validation[          , genome  6981] predictions:    9714/  10000 (97.14%), best:    9769/10000 (97.69%), error:       969.80719, best error:       712.68591 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 85.9619140625s, input_fired_time: 1.3726745844, output_fired_time: 0.8613328934, propagate_forward_time: 32.1687088013, propagate_backward_time: 49.4690589905, weight_update_time: 0.0827115476, other_time: 2.0901374817
epoch time: 6.9136776924s, input_fired_time: 0.1431358159, output_fired_time: 0.0000000000, propagate_forward_time: 6.4017972946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687443733
validation[          , genome  6981] predictions:    9719/  10000 (97.19%), best:    9769/10000 (97.69%), error:       960.75934, best error:       712.68591 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 86.1444168091s, input_fired_time: 1.3748705387, output_fired_time: 0.8618753552, propagate_forward_time: 32.2730064392, propagate_backward_time: 49.5200195312, weight_update_time: 0.0832581073, other_time: 2.1146430969
epoch time: 6.9359221458s, input_fired_time: 0.1451421380, output_fired_time: 0.0000000000, propagate_forward_time: 6.4109039307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3798761368
validation[          , genome  6981] predictions:    9741/  10000 (97.41%), best:    9769/10000 (97.69%), error:       875.12390, best error:       712.68591 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 87.9332962036s, input_fired_time: 1.3869165182, output_fired_time: 0.8769743443, propagate_forward_time: 32.9463768005, propagate_backward_time: 50.5969505310, weight_update_time: 0.0848446041, other_time: 2.1260757446
epoch time: 6.9131360054s, input_fired_time: 0.1430579424, output_fired_time: 0.0000000000, propagate_forward_time: 6.4013566971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687214851
validation[          , genome  6981] predictions:    9697/  10000 (96.97%), best:    9769/10000 (97.69%), error:      1032.11938, best error:       712.68591 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 85.5309524536s, input_fired_time: 1.3707667589, output_fired_time: 0.8564314246, propagate_forward_time: 32.0248413086, propagate_backward_time: 49.1973342896, weight_update_time: 0.0826072842, other_time: 2.0815811157
epoch time: 6.9191002846s, input_fired_time: 0.1443426013, output_fired_time: 0.0000000000, propagate_forward_time: 6.4007120132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3740458488
validation[          , genome  6981] predictions:    9736/  10000 (97.36%), best:    9769/10000 (97.69%), error:       890.45953, best error:       712.68591 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 86.4349441528s, input_fired_time: 1.3747057915, output_fired_time: 0.8651213646, propagate_forward_time: 32.3688621521, propagate_backward_time: 49.7262878418, weight_update_time: 0.0833854079, other_time: 2.0999717712
epoch time: 7.2399778366s, input_fired_time: 0.1515289545, output_fired_time: 0.0000000000, propagate_forward_time: 6.7010064125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3874425888
validation[          , genome  6981] predictions:    9772/  10000 (97.72%), best:    9769/10000 (97.69%), error:       757.16779, best error:       712.68591 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 85.6986770630s, input_fired_time: 1.3757461309, output_fired_time: 0.8598095775, propagate_forward_time: 32.0947074890, propagate_backward_time: 49.2716522217, weight_update_time: 0.0828835592, other_time: 2.0967597961
epoch time: 6.9379162788s, input_fired_time: 0.1488428712, output_fired_time: 0.0000000000, propagate_forward_time: 6.4113917351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776817322
validation[          , genome  6981] predictions:    9746/  10000 (97.46%), best:    9769/10000 (97.69%), error:       872.52161, best error:       712.68591 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 85.5525894165s, input_fired_time: 1.3685362339, output_fired_time: 0.8579370379, propagate_forward_time: 32.0291061401, propagate_backward_time: 49.2099266052, weight_update_time: 0.0828391165, other_time: 2.0870780945
epoch time: 7.0746183395s, input_fired_time: 0.1528467983, output_fired_time: 0.0000000000, propagate_forward_time: 6.5388464928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3829250336
validation[          , genome  6981] predictions:    9771/  10000 (97.71%), best:    9769/10000 (97.69%), error:       786.94171, best error:       712.68591 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 88.7388000488s, input_fired_time: 1.3971232176, output_fired_time: 0.8848924637, propagate_forward_time: 33.2569732666, propagate_backward_time: 51.0600624084, weight_update_time: 0.0854767561, other_time: 2.1397438049
epoch time: 6.9262971878s, input_fired_time: 0.1457201391, output_fired_time: 0.0000000000, propagate_forward_time: 6.4105882645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699889183
validation[          , genome  6981] predictions:    9732/  10000 (97.32%), best:    9769/10000 (97.69%), error:       957.77246, best error:       712.68591 on epoch:    62, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 86.8483810425s, input_fired_time: 1.3802465200, output_fired_time: 0.8675061464, propagate_forward_time: 32.5387763977, propagate_backward_time: 49.9349288940, weight_update_time: 0.0836853981, other_time: 2.1269187927
epoch time: 7.1369738579s, input_fired_time: 0.1484692097, output_fired_time: 0.0000000000, propagate_forward_time: 6.6101531982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783512115
validation[          , genome  6981] predictions:    9748/  10000 (97.48%), best:    9769/10000 (97.69%), error:       823.75336, best error:       712.68591 on epoch:    62, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 86.0632247925s, input_fired_time: 1.3746886253, output_fired_time: 0.8609037399, propagate_forward_time: 32.2234497070, propagate_backward_time: 49.5075302124, weight_update_time: 0.0830005035, other_time: 2.0966567993
epoch time: 6.9333276749s, input_fired_time: 0.1458079666, output_fired_time: 0.0000000000, propagate_forward_time: 6.4173502922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701696396
validation[          , genome  6981] predictions:    9770/  10000 (97.70%), best:    9769/10000 (97.69%), error:       762.62799, best error:       712.68591 on epoch:    62, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 85.6869201660s, input_fired_time: 1.3751617670, output_fired_time: 0.8580944538, propagate_forward_time: 32.0694923401, propagate_backward_time: 49.3050041199, weight_update_time: 0.0825819597, other_time: 2.0791702271
epoch time: 6.9294195175s, input_fired_time: 0.1454728842, output_fired_time: 0.0000000000, propagate_forward_time: 6.4142470360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696994781
validation[          , genome  6981] predictions:    9765/  10000 (97.65%), best:    9769/10000 (97.69%), error:       813.17645, best error:       712.68591 on epoch:    62, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 86.6803207397s, input_fired_time: 1.3802251816, output_fired_time: 0.8660710454, propagate_forward_time: 32.4721069336, propagate_backward_time: 49.8472137451, weight_update_time: 0.0841600969, other_time: 2.1147003174
epoch time: 6.9182205200s, input_fired_time: 0.1446336955, output_fired_time: 0.0000000000, propagate_forward_time: 6.4061260223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674607277
validation[          , genome  6981] predictions:    9764/  10000 (97.64%), best:    9769/10000 (97.69%), error:       802.26605, best error:       712.68591 on epoch:    62, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 94.9354095459s, input_fired_time: 1.4858574867, output_fired_time: 0.9464876056, propagate_forward_time: 35.6111221313, propagate_backward_time: 54.5245094299, weight_update_time: 0.0949849859, other_time: 2.3674354553
epoch time: 9.8546161652s, input_fired_time: 0.1899905950, output_fired_time: 0.0000000000, propagate_forward_time: 9.1769599915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4876651764
validation[          , genome  6981] predictions:    9725/  10000 (97.25%), best:    9769/10000 (97.69%), error:       929.22791, best error:       712.68591 on epoch:    62, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 88.0529632568s, input_fired_time: 1.4236197472, output_fired_time: 0.8864824772, propagate_forward_time: 32.8944168091, propagate_backward_time: 50.5797195435, weight_update_time: 0.0908365548, other_time: 2.2687225342
epoch time: 6.9856991768s, input_fired_time: 0.1530265063, output_fired_time: 0.0000000000, propagate_forward_time: 6.4460406303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3866319656
validation[          , genome  6981] predictions:    9638/  10000 (96.38%), best:    9769/10000 (97.69%), error:      1223.83191, best error:       712.68591 on epoch:    62, 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: 35.2451591492s, input_fired_time: 0.7715708017, output_fired_time: 0.0000000000, propagate_forward_time: 32.4803047180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9932823181
best training[          , genome  6981] predictions:   49619/  50000 (99.24%), best:    9769/10000 (97.69%), error:      1367.29126, best error:       712.68591 on epoch:    62, 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: 7.3105373383s, input_fired_time: 0.1563031226, output_fired_time: 0.0000000000, propagate_forward_time: 6.7375926971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166417122
   testing[          , genome  6981] predictions:    9797/  10000 (97.97%), best:    9769/10000 (97.69%), error:       659.26758, best error:       712.68591 on epoch:    62, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:00:19 (6457): called boinc_finish(0)

</stderr_txt>
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