Nameexact_genome_1512568488_43_6957_1
Workunit2606063
Created7 Dec 2017, 22:56:09 UTC
Sent7 Dec 2017, 23:01:19 UTC
Report deadline19 Dec 2017, 18:24:21 UTC
Received8 Dec 2017, 16:33:07 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67163
Run time4 hours 14 min 15 sec
CPU time3 hours 54 min 50 sec
Validate stateValid
Credit2,951.92
Device peak FLOPS3.22 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.36 MB
Peak swap size154.02 MB
Peak disk usage1.31 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
54, weight_update_time: 0.1435368657, other_time: 3.4962997437
epoch time: 13.3948297501s, input_fired_time: 0.1409318745, output_fired_time: 0.0000000000, propagate_forward_time: 12.8058881760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4480094910
validation[          , genome  6957] predictions:    9667/  10000 (96.67%), best:    9729/10000 (97.29%), error:      1051.05530, best error:       955.86755 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 153.6021423340s, input_fired_time: 1.3649616241, output_fired_time: 0.9020949006, propagate_forward_time: 62.1823921204, propagate_backward_time: 86.5719299316, weight_update_time: 0.1417551339, other_time: 2.5807647705
epoch time: 12.6044788361s, input_fired_time: 0.1482692063, output_fired_time: 0.0000000000, propagate_forward_time: 12.0083208084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478883743
validation[          , genome  6957] predictions:    9682/  10000 (96.82%), best:    9729/10000 (97.29%), error:      1095.98291, best error:       955.86755 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 154.8000488281s, input_fired_time: 1.3694900274, output_fired_time: 1.9129199982, propagate_forward_time: 63.4556274414, propagate_backward_time: 84.5300521851, weight_update_time: 0.1389978528, other_time: 3.5319595337
epoch time: 12.8868064880s, input_fired_time: 0.1383381486, output_fired_time: 0.0000000000, propagate_forward_time: 12.2822704315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661979675
validation[          , genome  6957] predictions:    9706/  10000 (97.06%), best:    9729/10000 (97.29%), error:       985.89825, best error:       955.86755 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 151.3085327148s, input_fired_time: 3.3736944199, output_fired_time: 0.9046325684, propagate_forward_time: 63.4275894165, propagate_backward_time: 81.1167221069, weight_update_time: 0.1407968998, other_time: 2.4859008789
epoch time: 12.1666069031s, input_fired_time: 0.1332274526, output_fired_time: 0.0000000000, propagate_forward_time: 11.6035795212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298000336
validation[          , genome  6957] predictions:    9689/  10000 (96.89%), best:    9729/10000 (97.29%), error:       968.33142, best error:       955.86755 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 153.0404663086s, input_fired_time: 1.3674725294, output_fired_time: 0.9148805737, propagate_forward_time: 63.7930107117, propagate_backward_time: 84.4213485718, weight_update_time: 0.1515839696, other_time: 2.5437393188
epoch time: 12.9351511002s, input_fired_time: 0.1440584362, output_fired_time: 0.0000000000, propagate_forward_time: 12.3241758347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4669170380
validation[          , genome  6957] predictions:    9704/  10000 (97.04%), best:    9729/10000 (97.29%), error:       957.52454, best error:       955.86755 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 151.7771759033s, input_fired_time: 2.3574988842, output_fired_time: 0.9186915159, propagate_forward_time: 61.6675415039, propagate_backward_time: 83.3678741455, weight_update_time: 0.1378856748, other_time: 3.4655761719
epoch time: 12.6450090408s, input_fired_time: 0.1455464810, output_fired_time: 0.0000000000, propagate_forward_time: 11.0550565720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4444055557
validation[          , genome  6957] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       885.69366, best error:       885.69366 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 153.0583801270s, input_fired_time: 1.3521615267, output_fired_time: 1.8906164169, propagate_forward_time: 62.8787155151, propagate_backward_time: 83.4402542114, weight_update_time: 0.1407305300, other_time: 3.4966430664
epoch time: 13.9206829071s, input_fired_time: 0.1645072848, output_fired_time: 0.0000000000, propagate_forward_time: 13.2677927017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883832932
validation[          , genome  6957] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       885.04767, best error:       885.04767 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 152.9923553467s, input_fired_time: 1.3692935705, output_fired_time: 0.8856527209, propagate_forward_time: 61.2440032959, propagate_backward_time: 86.9439697266, weight_update_time: 0.1387339979, other_time: 2.5494384766
epoch time: 13.4427337646s, input_fired_time: 0.1347285211, output_fired_time: 0.0000000000, propagate_forward_time: 12.8740253448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339799881
validation[          , genome  6957] predictions:    9738/  10000 (97.38%), best:    9744/10000 (97.44%), error:       914.16064, best error:       885.04767 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 152.9459686279s, input_fired_time: 1.3402554989, output_fired_time: 0.9010211825, propagate_forward_time: 63.2992858887, propagate_backward_time: 84.8358001709, weight_update_time: 0.1570528746, other_time: 2.5696105957
epoch time: 15.2696504593s, input_fired_time: 0.1711419225, output_fired_time: 0.0000000000, propagate_forward_time: 14.5730342865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5254745483
validation[          , genome  6957] predictions:    9724/  10000 (97.24%), best:    9744/10000 (97.44%), error:       930.13361, best error:       885.04767 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 155.0118865967s, input_fired_time: 1.3834065199, output_fired_time: 0.9179422259, propagate_forward_time: 64.1763992310, propagate_backward_time: 85.9453277588, weight_update_time: 0.1498455107, other_time: 2.5888137817
epoch time: 13.0788993835s, input_fired_time: 0.1413509697, output_fired_time: 0.0000000000, propagate_forward_time: 12.4583702087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4791784286
validation[          , genome  6957] predictions:    9700/  10000 (97.00%), best:    9744/10000 (97.44%), error:       988.94434, best error:       885.04767 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 156.4957885742s, input_fired_time: 1.3912112713, output_fired_time: 0.9364457130, propagate_forward_time: 63.3060989380, propagate_backward_time: 88.3529205322, weight_update_time: 0.1412037909, other_time: 2.5091171265
epoch time: 13.5898895264s, input_fired_time: 0.1548343599, output_fired_time: 0.0000000000, propagate_forward_time: 12.9386854172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963693619
validation[          , genome  6957] predictions:    9717/  10000 (97.17%), best:    9744/10000 (97.44%), error:       939.17639, best error:       885.04767 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 156.3104400635s, input_fired_time: 1.4100631475, output_fired_time: 0.9373551011, propagate_forward_time: 64.3566436768, propagate_backward_time: 87.0660858154, weight_update_time: 0.1354778409, other_time: 2.5402832031
epoch time: 12.0263175964s, input_fired_time: 0.1359115094, output_fired_time: 0.0000000000, propagate_forward_time: 11.4656038284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248018265
validation[          , genome  6957] predictions:    9697/  10000 (96.97%), best:    9744/10000 (97.44%), error:       980.97461, best error:       885.04767 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 154.7381286621s, input_fired_time: 1.3683186769, output_fired_time: 0.9033292532, propagate_forward_time: 64.5590820312, propagate_backward_time: 84.3247299194, weight_update_time: 0.1411976218, other_time: 3.5826644897
epoch time: 14.4344987869s, input_fired_time: 0.1610921174, output_fired_time: 0.0000000000, propagate_forward_time: 13.7363929749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370140076
validation[          , genome  6957] predictions:    9718/  10000 (97.18%), best:    9744/10000 (97.44%), error:       974.24457, best error:       885.04767 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 154.3309326172s, input_fired_time: 2.3617765903, output_fired_time: 0.9222310185, propagate_forward_time: 60.3918342590, propagate_backward_time: 88.1035766602, weight_update_time: 0.1582183242, other_time: 2.5515289307
epoch time: 13.1774358749s, input_fired_time: 0.1621958017, output_fired_time: 0.0000000000, propagate_forward_time: 12.5538892746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4613504410
validation[          , genome  6957] predictions:    9708/  10000 (97.08%), best:    9744/10000 (97.44%), error:       945.67432, best error:       885.04767 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 156.3845214844s, input_fired_time: 1.3871208429, output_fired_time: 0.9245242476, propagate_forward_time: 61.1307640076, propagate_backward_time: 89.3929214478, weight_update_time: 0.1402135938, other_time: 3.5491867065
epoch time: 12.2985811234s, input_fired_time: 0.1389658749, output_fired_time: 0.0000000000, propagate_forward_time: 11.7216262817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379892349
validation[          , genome  6957] predictions:    9713/  10000 (97.13%), best:    9744/10000 (97.44%), error:       958.90039, best error:       885.04767 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 156.1207122803s, input_fired_time: 1.4227045774, output_fired_time: 0.9345771670, propagate_forward_time: 62.6283836365, propagate_backward_time: 88.5608520508, weight_update_time: 0.1452509761, other_time: 2.5742034912
epoch time: 13.2249794006s, input_fired_time: 0.1350650787, output_fired_time: 0.0000000000, propagate_forward_time: 12.6613998413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285144806
validation[          , genome  6957] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       821.91150, best error:       821.91150 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 151.8761596680s, input_fired_time: 1.3322551250, output_fired_time: 1.8798396587, propagate_forward_time: 61.8812599182, propagate_backward_time: 84.2860260010, weight_update_time: 0.1351988316, other_time: 2.4967803955
epoch time: 12.6914281845s, input_fired_time: 0.1547510326, output_fired_time: 0.0000000000, propagate_forward_time: 12.0968694687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398078918
validation[          , genome  6957] predictions:    9709/  10000 (97.09%), best:    9755/10000 (97.55%), error:       938.24835, best error:       821.91150 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 154.7482299805s, input_fired_time: 1.3665323257, output_fired_time: 0.9263885021, propagate_forward_time: 61.6057052612, propagate_backward_time: 87.3480529785, weight_update_time: 0.1380116343, other_time: 3.5015487671
epoch time: 12.8094673157s, input_fired_time: 0.1622287780, output_fired_time: 0.0000000000, propagate_forward_time: 12.1957960129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514427185
validation[          , genome  6957] predictions:    9733/  10000 (97.33%), best:    9755/10000 (97.55%), error:       896.65082, best error:       821.91150 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 158.0993347168s, input_fired_time: 1.4597210884, output_fired_time: 0.9349947572, propagate_forward_time: 64.9400634766, propagate_backward_time: 88.1889190674, weight_update_time: 0.1472539157, other_time: 2.5756378174
epoch time: 13.3044013977s, input_fired_time: 0.1511411518, output_fired_time: 0.0000000000, propagate_forward_time: 12.6803112030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4729490280
validation[          , genome  6957] predictions:    9733/  10000 (97.33%), best:    9755/10000 (97.55%), error:       887.83899, best error:       821.91150 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 152.3432006836s, input_fired_time: 2.3455269337, output_fired_time: 1.9028708935, propagate_forward_time: 60.9373550415, propagate_backward_time: 84.6376495361, weight_update_time: 0.1445907056, other_time: 2.5197982788
epoch time: 13.8961944580s, input_fired_time: 0.1412348151, output_fired_time: 0.0000000000, propagate_forward_time: 13.2863445282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686155319
validation[          , genome  6957] predictions:    9719/  10000 (97.19%), best:    9755/10000 (97.55%), error:       885.14490, best error:       821.91150 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 156.7696990967s, input_fired_time: 1.4064530134, output_fired_time: 0.9104303122, propagate_forward_time: 62.7224845886, propagate_backward_time: 89.1672744751, weight_update_time: 0.1457954049, other_time: 2.5630569458
epoch time: 13.9044656754s, input_fired_time: 0.1464311630, output_fired_time: 0.0000000000, propagate_forward_time: 13.2889575958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690771103
validation[          , genome  6957] predictions:    9691/  10000 (96.91%), best:    9755/10000 (97.55%), error:       955.13947, best error:       821.91150 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 153.1898956299s, input_fired_time: 1.3784245253, output_fired_time: 0.9104120731, propagate_forward_time: 61.3920364380, propagate_backward_time: 87.0069046021, weight_update_time: 0.1401459724, other_time: 2.5021209717
epoch time: 12.9543361664s, input_fired_time: 0.1481054574, output_fired_time: 0.0000000000, propagate_forward_time: 12.3537282944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4525022507
validation[          , genome  6957] predictions:    9727/  10000 (97.27%), best:    9755/10000 (97.55%), error:       931.94501, best error:       821.91150 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 151.9619293213s, input_fired_time: 1.3343710899, output_fired_time: 0.9114304185, propagate_forward_time: 63.4605941772, propagate_backward_time: 83.8033828735, weight_update_time: 0.1361535043, other_time: 2.4521484375
epoch time: 12.3688697815s, input_fired_time: 0.1354220659, output_fired_time: 0.0000000000, propagate_forward_time: 11.7982311249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4352169037
validation[          , genome  6957] predictions:    9699/  10000 (96.99%), best:    9755/10000 (97.55%), error:       998.11896, best error:       821.91150 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 155.1826629639s, input_fired_time: 1.3978447914, output_fired_time: 0.9575188756, propagate_forward_time: 65.2059402466, propagate_backward_time: 84.0586013794, weight_update_time: 0.1416466087, other_time: 3.5627593994
epoch time: 13.6063327789s, input_fired_time: 0.1435742080, output_fired_time: 0.0000000000, propagate_forward_time: 13.0028648376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4598941803
validation[          , genome  6957] predictions:    9727/  10000 (97.27%), best:    9755/10000 (97.55%), error:       910.68030, best error:       821.91150 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 148.8301544189s, input_fired_time: 1.3378335238, output_fired_time: 0.8784266710, propagate_forward_time: 57.5313529968, propagate_backward_time: 86.6724700928, weight_update_time: 0.1390314400, other_time: 2.4100646973
epoch time: 13.8213148117s, input_fired_time: 0.1571771502, output_fired_time: 0.0000000000, propagate_forward_time: 13.1761035919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880342484
validation[          , genome  6957] predictions:    9736/  10000 (97.36%), best:    9755/10000 (97.55%), error:       865.21851, best error:       821.91150 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 156.8735046387s, input_fired_time: 1.4262872934, output_fired_time: 0.9202510118, propagate_forward_time: 63.4284629822, propagate_backward_time: 88.5578460693, weight_update_time: 0.1476504207, other_time: 2.5406494141
epoch time: 12.4535341263s, input_fired_time: 0.1385523081, output_fired_time: 0.0000000000, propagate_forward_time: 11.8747882843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401931763
validation[          , genome  6957] predictions:    9693/  10000 (96.93%), best:    9755/10000 (97.55%), error:       964.97729, best error:       821.91150 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 153.6833038330s, input_fired_time: 1.4009207487, output_fired_time: 0.9388260841, propagate_forward_time: 63.5941772461, propagate_backward_time: 85.1960372925, weight_update_time: 0.1626911163, other_time: 2.5533370972
epoch time: 12.0774593353s, input_fired_time: 0.1349316686, output_fired_time: 0.0000000000, propagate_forward_time: 11.5165634155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259643555
validation[          , genome  6957] predictions:    9715/  10000 (97.15%), best:    9755/10000 (97.55%), error:       938.01892, best error:       821.91150 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 152.2246093750s, input_fired_time: 1.3825109005, output_fired_time: 0.8754009604, propagate_forward_time: 62.0349617004, propagate_backward_time: 84.4376220703, weight_update_time: 0.1394421160, other_time: 3.4941253662
epoch time: 13.0267381668s, input_fired_time: 0.1440643221, output_fired_time: 0.0000000000, propagate_forward_time: 12.4110965729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715776443
validation[          , genome  6957] predictions:    9694/  10000 (96.94%), best:    9755/10000 (97.55%), error:       999.70813, best error:       821.91150 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 153.4747619629s, input_fired_time: 2.3977551460, output_fired_time: 0.9078524709, propagate_forward_time: 63.5184364319, propagate_backward_time: 84.0838775635, weight_update_time: 0.1428167522, other_time: 2.5668487549
epoch time: 13.3302154541s, input_fired_time: 0.1431686878, output_fired_time: 0.0000000000, propagate_forward_time: 11.7474298477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4396171570
validation[          , genome  6957] predictions:    9751/  10000 (97.51%), best:    9755/10000 (97.55%), error:       830.73523, best error:       821.91150 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 151.3408813477s, input_fired_time: 1.3517043591, output_fired_time: 0.8898622990, propagate_forward_time: 57.5400733948, propagate_backward_time: 89.0633773804, weight_update_time: 0.1486448944, other_time: 2.4958724976
epoch time: 12.7802877426s, input_fired_time: 0.1443967521, output_fired_time: 0.0000000000, propagate_forward_time: 12.1779527664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4579381943
validation[          , genome  6957] predictions:    9729/  10000 (97.29%), best:    9755/10000 (97.55%), error:       868.99139, best error:       821.91150 on epoch:    29, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 156.7973785400s, input_fired_time: 1.3881092072, output_fired_time: 0.9102342129, propagate_forward_time: 64.4267425537, propagate_backward_time: 87.5173797607, weight_update_time: 0.1406072229, other_time: 2.5549163818
epoch time: 13.8273277283s, input_fired_time: 0.1682599932, output_fired_time: 0.0000000000, propagate_forward_time: 13.1556558609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5034122467
validation[          , genome  6957] predictions:    9727/  10000 (97.27%), best:    9755/10000 (97.55%), error:       926.31940, best error:       821.91150 on epoch:    29, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 150.2428894043s, input_fired_time: 1.3448668718, output_fired_time: 0.8792390823, propagate_forward_time: 62.1947708130, propagate_backward_time: 83.3628540039, weight_update_time: 0.1405015290, other_time: 2.4611587524
epoch time: 14.3137178421s, input_fired_time: 0.1442308873, output_fired_time: 0.0000000000, propagate_forward_time: 13.6895170212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799699783
validation[          , genome  6957] predictions:    9709/  10000 (97.09%), best:    9755/10000 (97.55%), error:       970.22070, best error:       821.91150 on epoch:    29, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 153.1740570068s, input_fired_time: 2.3533205986, output_fired_time: 0.8972645402, propagate_forward_time: 63.3438682556, propagate_backward_time: 84.0520782471, weight_update_time: 0.1404312104, other_time: 2.5275268555
epoch time: 14.4506597519s, input_fired_time: 0.1763543636, output_fired_time: 0.0000000000, propagate_forward_time: 13.7643842697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5099210739
validation[          , genome  6957] predictions:    9709/  10000 (97.09%), best:    9755/10000 (97.55%), error:       943.70447, best error:       821.91150 on epoch:    29, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 152.3210601807s, input_fired_time: 1.3871960640, output_fired_time: 0.8819883466, propagate_forward_time: 62.6535568237, propagate_backward_time: 84.9030151367, weight_update_time: 0.1338993460, other_time: 2.4953079224
epoch time: 13.4849910736s, input_fired_time: 0.1638984680, output_fired_time: 0.0000000000, propagate_forward_time: 12.8259487152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951438904
validation[          , genome  6957] predictions:    9714/  10000 (97.14%), best:    9755/10000 (97.55%), error:       947.82971, best error:       821.91150 on epoch:    29, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 156.0059814453s, input_fired_time: 1.4482104778, output_fired_time: 0.9401013851, propagate_forward_time: 63.0393753052, propagate_backward_time: 85.9937667847, weight_update_time: 0.1576712877, other_time: 4.5845336914
epoch time: 13.0458698273s, input_fired_time: 0.1530232877, output_fired_time: 0.0000000000, propagate_forward_time: 12.4201440811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727020264
validation[          , genome  6957] predictions:    9697/  10000 (96.97%), best:    9755/10000 (97.55%), error:       973.40784, best error:       821.91150 on epoch:    29, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 156.6132354736s, input_fired_time: 3.4218194485, output_fired_time: 0.9273290634, propagate_forward_time: 62.2141075134, propagate_backward_time: 86.4773178101, weight_update_time: 0.1464903206, other_time: 3.5726699829
epoch time: 12.9160451889s, input_fired_time: 0.1487557143, output_fired_time: 0.0000000000, propagate_forward_time: 12.3073558807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4599332809
validation[          , genome  6957] predictions:    9693/  10000 (96.93%), best:    9755/10000 (97.55%), error:      1069.25903, best error:       821.91150 on epoch:    29, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 151.6427459717s, input_fired_time: 1.3588509560, output_fired_time: 0.9041299820, propagate_forward_time: 61.7756233215, propagate_backward_time: 85.1311264038, weight_update_time: 0.1390333474, other_time: 2.4730148315
epoch time: 12.7018518448s, input_fired_time: 0.1507212222, output_fired_time: 0.0000000000, propagate_forward_time: 12.0990419388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4520883560
validation[          , genome  6957] predictions:    9729/  10000 (97.29%), best:    9755/10000 (97.55%), error:       907.10236, best error:       821.91150 on epoch:    29, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 153.5485229492s, input_fired_time: 1.3918908834, output_fired_time: 0.9063834548, propagate_forward_time: 60.9867515564, propagate_backward_time: 87.7526931763, weight_update_time: 0.1416266114, other_time: 2.5107955933
epoch time: 12.1325988770s, input_fired_time: 0.1388439387, output_fired_time: 0.0000000000, propagate_forward_time: 11.5646762848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290790558
validation[          , genome  6957] predictions:    9745/  10000 (97.45%), best:    9755/10000 (97.55%), error:       850.53033, best error:       821.91150 on epoch:    29, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 154.6451721191s, input_fired_time: 1.4093776941, output_fired_time: 0.9221655130, propagate_forward_time: 59.8468132019, propagate_backward_time: 89.8704528809, weight_update_time: 0.1386416852, other_time: 2.5963592529
epoch time: 14.5805759430s, input_fired_time: 0.1521428823, output_fired_time: 0.0000000000, propagate_forward_time: 13.9470205307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4814128876
validation[          , genome  6957] predictions:    9712/  10000 (97.12%), best:    9755/10000 (97.55%), error:       946.03412, best error:       821.91150 on epoch:    29, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 161.2163848877s, input_fired_time: 1.4703829288, output_fired_time: 0.9778113365, propagate_forward_time: 64.6571578979, propagate_backward_time: 91.4834747314, weight_update_time: 0.1365220845, other_time: 2.6275558472
epoch time: 12.4562520981s, input_fired_time: 0.1428090632, output_fired_time: 0.0000000000, propagate_forward_time: 11.8787422180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347009659
validation[          , genome  6957] predictions:    9736/  10000 (97.36%), best:    9755/10000 (97.55%), error:       858.36908, best error:       821.91150 on epoch:    29, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 154.2407684326s, input_fired_time: 1.3745745420, output_fired_time: 0.8987832069, propagate_forward_time: 65.4765167236, propagate_backward_time: 83.9362945557, weight_update_time: 0.1493061036, other_time: 2.5545959473
epoch time: 12.3731107712s, input_fired_time: 0.1429930031, output_fired_time: 0.0000000000, propagate_forward_time: 11.7912807465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4388370514
validation[          , genome  6957] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       784.20874, best error:       784.20874 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 153.9452819824s, input_fired_time: 1.3881080151, output_fired_time: 0.9163919091, propagate_forward_time: 61.5481452942, propagate_backward_time: 86.5741271973, weight_update_time: 0.1381133348, other_time: 3.5185089111
epoch time: 13.4000968933s, input_fired_time: 0.1447304487, output_fired_time: 0.0000000000, propagate_forward_time: 12.8181486130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372177124
validation[          , genome  6957] predictions:    9679/  10000 (96.79%), best:    9760/10000 (97.60%), error:       976.19727, best error:       784.20874 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 152.9995117188s, input_fired_time: 1.3830554485, output_fired_time: 0.8925646544, propagate_forward_time: 57.3265342712, propagate_backward_time: 90.8737792969, weight_update_time: 0.1422308981, other_time: 2.5235748291
epoch time: 13.2021331787s, input_fired_time: 0.1544559896, output_fired_time: 0.0000000000, propagate_forward_time: 12.5525083542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951686859
validation[          , genome  6957] predictions:    9767/  10000 (97.67%), best:    9760/10000 (97.60%), error:       786.08844, best error:       784.20874 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 153.8020324707s, input_fired_time: 1.3615826368, output_fired_time: 0.9009810090, propagate_forward_time: 66.1725845337, propagate_backward_time: 81.8116531372, weight_update_time: 0.1484611630, other_time: 3.5552215576
epoch time: 12.4560728073s, input_fired_time: 0.1399558932, output_fired_time: 0.0000000000, propagate_forward_time: 11.8719549179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4441623688
validation[          , genome  6957] predictions:    9691/  10000 (96.91%), best:    9760/10000 (97.60%), error:       950.74091, best error:       784.20874 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 155.5121307373s, input_fired_time: 1.4602557421, output_fired_time: 0.9223631024, propagate_forward_time: 64.3738861084, propagate_backward_time: 86.1940231323, weight_update_time: 0.1515678018, other_time: 2.5616073608
epoch time: 14.2820787430s, input_fired_time: 0.1524910033, output_fired_time: 0.0000000000, propagate_forward_time: 13.6465587616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4830293655
validation[          , genome  6957] predictions:    9660/  10000 (96.60%), best:    9760/10000 (97.60%), error:      1103.46716, best error:       784.20874 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 153.8205261230s, input_fired_time: 1.3855262995, output_fired_time: 0.9124817252, propagate_forward_time: 61.5814018250, propagate_backward_time: 87.4086990356, weight_update_time: 0.1375625879, other_time: 2.5324172974
epoch time: 14.2811613083s, input_fired_time: 0.1545500904, output_fired_time: 0.0000000000, propagate_forward_time: 13.6420679092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4845428467
validation[          , genome  6957] predictions:    9752/  10000 (97.52%), best:    9760/10000 (97.60%), error:       834.68982, best error:       784.20874 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 153.4928588867s, input_fired_time: 1.3648514748, output_fired_time: 0.9023610353, propagate_forward_time: 62.3600769043, propagate_backward_time: 86.3552780151, weight_update_time: 0.1357606500, other_time: 2.5102920532
epoch time: 12.9670686722s, input_fired_time: 0.1539891213, output_fired_time: 0.0000000000, propagate_forward_time: 12.3471288681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4659509659
validation[          , genome  6957] predictions:    9743/  10000 (97.43%), best:    9760/10000 (97.60%), error:       851.97211, best error:       784.20874 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 155.4543151855s, input_fired_time: 1.3885546923, output_fired_time: 1.9443057775, propagate_forward_time: 63.7999382019, propagate_backward_time: 84.7247772217, weight_update_time: 0.1494641751, other_time: 3.5967407227
epoch time: 12.4142026901s, input_fired_time: 0.1405864209, output_fired_time: 0.0000000000, propagate_forward_time: 11.8394927979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4341230392
validation[          , genome  6957] predictions:    9729/  10000 (97.29%), best:    9760/10000 (97.60%), error:       934.14398, best error:       784.20874 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 151.4376678467s, input_fired_time: 2.4068076611, output_fired_time: 1.9050483704, propagate_forward_time: 57.7143478394, propagate_backward_time: 86.9156494141, weight_update_time: 0.1561674178, other_time: 2.4958114624
epoch time: 12.3814449310s, input_fired_time: 0.1415842623, output_fired_time: 0.0000000000, propagate_forward_time: 11.7965679169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4432926178
validation[          , genome  6957] predictions:    9670/  10000 (96.70%), best:    9760/10000 (97.60%), error:      1144.02661, best error:       784.20874 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 154.7178649902s, input_fired_time: 1.3918246031, output_fired_time: 0.9297771454, propagate_forward_time: 64.6237335205, propagate_backward_time: 85.2768402100, weight_update_time: 0.1366910636, other_time: 2.4956817627
epoch time: 12.2440299988s, input_fired_time: 0.1406036764, output_fired_time: 0.0000000000, propagate_forward_time: 11.6674814224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4359445572
validation[          , genome  6957] predictions:    9750/  10000 (97.50%), best:    9760/10000 (97.60%), error:       827.39679, best error:       784.20874 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 156.5513458252s, input_fired_time: 1.3927875757, output_fired_time: 0.9015024304, propagate_forward_time: 60.4428215027, propagate_backward_time: 90.2779693604, weight_update_time: 0.1472035050, other_time: 3.5362548828
epoch time: 12.4911937714s, input_fired_time: 0.1564637572, output_fired_time: 0.0000000000, propagate_forward_time: 11.8907823563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4439477921
validation[          , genome  6957] predictions:    9754/  10000 (97.54%), best:    9760/10000 (97.60%), error:       808.63110, best error:       784.20874 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 156.1198272705s, input_fired_time: 1.4321686029, output_fired_time: 0.9269203544, propagate_forward_time: 64.0059661865, propagate_backward_time: 87.2425994873, weight_update_time: 0.1416907310, other_time: 2.5121612549
epoch time: 13.0202779770s, input_fired_time: 0.1620773077, output_fired_time: 0.0000000000, propagate_forward_time: 12.3801689148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4780321121
validation[          , genome  6957] predictions:    9768/  10000 (97.68%), best:    9760/10000 (97.60%), error:       803.96802, best error:       784.20874 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 152.3896331787s, input_fired_time: 1.3515161276, output_fired_time: 1.9027338028, propagate_forward_time: 60.0908889771, propagate_backward_time: 86.5293960571, weight_update_time: 0.1454821229, other_time: 2.5150909424
epoch time: 14.4981975555s, input_fired_time: 0.1501047164, output_fired_time: 0.0000000000, propagate_forward_time: 13.8544797897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936132431
validation[          , genome  6957] predictions:    9733/  10000 (97.33%), best:    9760/10000 (97.60%), error:       883.78040, best error:       784.20874 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 151.8471374512s, input_fired_time: 1.3680469990, output_fired_time: 1.8999605179, propagate_forward_time: 60.7707748413, propagate_backward_time: 85.2975692749, weight_update_time: 0.1352298856, other_time: 2.5107879639
epoch time: 13.1813879013s, input_fired_time: 0.1490177512, output_fired_time: 0.0000000000, propagate_forward_time: 12.5587263107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4736442566
validation[          , genome  6957] predictions:    9735/  10000 (97.35%), best:    9760/10000 (97.60%), error:       854.98639, best error:       784.20874 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 150.3479919434s, input_fired_time: 1.3408060074, output_fired_time: 0.8870604634, propagate_forward_time: 59.2030296326, propagate_backward_time: 86.4269866943, weight_update_time: 0.1379911453, other_time: 2.4901123047
epoch time: 14.7343387604s, input_fired_time: 0.1614561826, output_fired_time: 0.0000000000, propagate_forward_time: 14.0586462021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5142364502
validation[          , genome  6957] predictions:    9744/  10000 (97.44%), best:    9760/10000 (97.60%), error:       833.51569, best error:       784.20874 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 153.3433837891s, input_fired_time: 1.4686194658, output_fired_time: 0.9112063646, propagate_forward_time: 63.6144866943, propagate_backward_time: 84.8147430420, weight_update_time: 0.1405950785, other_time: 2.5343322754
epoch time: 12.2406949997s, input_fired_time: 0.1431657821, output_fired_time: 0.0000000000, propagate_forward_time: 11.6687545776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4287748337
validation[          , genome  6957] predictions:    9720/  10000 (97.20%), best:    9760/10000 (97.60%), error:       961.94916, best error:       784.20874 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 149.2877960205s, input_fired_time: 1.3471994400, output_fired_time: 0.8996699452, propagate_forward_time: 58.8698043823, propagate_backward_time: 83.7583007812, weight_update_time: 0.1441278756, other_time: 4.4128189087
epoch time: 13.0340747833s, input_fired_time: 0.1519356072, output_fired_time: 0.0000000000, propagate_forward_time: 12.4111833572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709558487
validation[          , genome  6957] predictions:    9718/  10000 (97.18%), best:    9760/10000 (97.60%), error:       974.47571, best error:       784.20874 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 154.6462402344s, input_fired_time: 1.4150100946, output_fired_time: 0.9301219583, propagate_forward_time: 60.5094566345, propagate_backward_time: 89.2630615234, weight_update_time: 0.1551732123, other_time: 2.5285949707
epoch time: 13.9344902039s, input_fired_time: 0.1843038648, output_fired_time: 0.0000000000, propagate_forward_time: 13.2583475113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4918384552
validation[          , genome  6957] predictions:    9729/  10000 (97.29%), best:    9760/10000 (97.60%), error:       915.89490, best error:       784.20874 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 150.0351257324s, input_fired_time: 1.3663440943, output_fired_time: 0.8941451311, propagate_forward_time: 59.9124679565, propagate_backward_time: 84.3984222412, weight_update_time: 0.1431198418, other_time: 3.4637374878
epoch time: 13.8055753708s, input_fired_time: 0.1529344618, output_fired_time: 0.0000000000, propagate_forward_time: 13.1986837387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539575577
validation[          , genome  6957] predictions:    9727/  10000 (97.27%), best:    9760/10000 (97.60%), error:       927.63263, best error:       784.20874 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 153.1410827637s, input_fired_time: 1.3791595697, output_fired_time: 0.9093958735, propagate_forward_time: 60.3690376282, propagate_backward_time: 87.9301147461, weight_update_time: 0.1369319409, other_time: 2.5533752441
epoch time: 11.9805974960s, input_fired_time: 1.1387667656, output_fired_time: 0.0000000000, propagate_forward_time: 10.4201622009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216690063
validation[          , genome  6957] predictions:    9753/  10000 (97.53%), best:    9760/10000 (97.60%), error:       857.44141, best error:       784.20874 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 155.3883209229s, input_fired_time: 1.4022381306, output_fired_time: 1.9494571686, propagate_forward_time: 60.8248901367, propagate_backward_time: 87.7111129761, weight_update_time: 0.1398423016, other_time: 3.5006179810
epoch time: 12.1017475128s, input_fired_time: 1.1387716532, output_fired_time: 0.0000000000, propagate_forward_time: 10.5368442535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261312485
validation[          , genome  6957] predictions:    9712/  10000 (97.12%), best:    9760/10000 (97.60%), error:       894.56525, best error:       784.20874 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 149.8137054443s, input_fired_time: 2.3302943707, output_fired_time: 0.8866500854, propagate_forward_time: 59.9270362854, propagate_backward_time: 84.2238006592, weight_update_time: 0.1365780383, other_time: 2.4459381104
epoch time: 12.8161315918s, input_fired_time: 0.1572751105, output_fired_time: 0.0000000000, propagate_forward_time: 12.2078371048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4510192871
validation[          , genome  6957] predictions:    9650/  10000 (96.50%), best:    9760/10000 (97.60%), error:      1118.05469, best error:       784.20874 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 154.0700836182s, input_fired_time: 1.3826315403, output_fired_time: 0.9332402945, propagate_forward_time: 64.2248382568, propagate_backward_time: 85.0008087158, weight_update_time: 0.1431642026, other_time: 2.5285644531
epoch time: 13.7867469788s, input_fired_time: 0.1573945582, output_fired_time: 0.0000000000, propagate_forward_time: 13.1485815048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4807710648
validation[          , genome  6957] predictions:    9748/  10000 (97.48%), best:    9760/10000 (97.60%), error:       830.70398, best error:       784.20874 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 152.6054077148s, input_fired_time: 1.3677396774, output_fired_time: 0.9028429985, propagate_forward_time: 61.2549629211, propagate_backward_time: 86.5592269897, weight_update_time: 0.1420991570, other_time: 2.5206375122
epoch time: 14.8243284225s, input_fired_time: 0.1723128110, output_fired_time: 0.0000000000, propagate_forward_time: 14.1522388458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4997768402
validation[          , genome  6957] predictions:    9756/  10000 (97.56%), best:    9760/10000 (97.60%), error:       842.30066, best error:       784.20874 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 151.6989593506s, input_fired_time: 1.3729972839, output_fired_time: 0.8815322518, propagate_forward_time: 59.8542823792, propagate_backward_time: 87.0990295410, weight_update_time: 0.1739639789, other_time: 2.4911193848
epoch time: 13.2904357910s, input_fired_time: 0.1502677649, output_fired_time: 0.0000000000, propagate_forward_time: 12.6729211807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4672470093
validation[          , genome  6957] predictions:    9701/  10000 (97.01%), best:    9760/10000 (97.60%), error:       987.07477, best error:       784.20874 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 156.4918518066s, input_fired_time: 1.4164391756, output_fired_time: 0.9615342617, propagate_forward_time: 65.3416748047, propagate_backward_time: 86.2518768311, weight_update_time: 0.1437323093, other_time: 2.5203247070
epoch time: 13.7282142639s, input_fired_time: 0.1598414034, output_fired_time: 0.0000000000, propagate_forward_time: 13.0703611374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980115891
validation[          , genome  6957] predictions:    9744/  10000 (97.44%), best:    9760/10000 (97.60%), error:       859.08301, best error:       784.20874 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 151.7882995605s, input_fired_time: 2.4030950069, output_fired_time: 1.8972938061, propagate_forward_time: 58.7072639465, propagate_backward_time: 85.2824020386, weight_update_time: 0.1336515099, other_time: 3.4982528687
epoch time: 13.0379133224s, input_fired_time: 0.1398919821, output_fired_time: 0.0000000000, propagate_forward_time: 11.4736223221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4243993759
validation[          , genome  6957] predictions:    9715/  10000 (97.15%), best:    9760/10000 (97.60%), error:       925.78674, best error:       784.20874 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 148.4352874756s, input_fired_time: 1.3338130713, output_fired_time: 0.8711515665, propagate_forward_time: 65.5003890991, propagate_backward_time: 78.3172302246, weight_update_time: 0.1413031816, other_time: 2.4126968384
epoch time: 13.1871242523s, input_fired_time: 0.1555737406, output_fired_time: 0.0000000000, propagate_forward_time: 12.5691585541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4623918533
validation[          , genome  6957] predictions:    9749/  10000 (97.49%), best:    9760/10000 (97.60%), error:       836.78296, best error:       784.20874 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 149.3759918213s, input_fired_time: 1.3725769520, output_fired_time: 0.8961198926, propagate_forward_time: 60.7490348816, propagate_backward_time: 83.8682327271, weight_update_time: 0.1383014619, other_time: 2.4900283813
epoch time: 12.8563518524s, input_fired_time: 0.1588619351, output_fired_time: 0.0000000000, propagate_forward_time: 12.2322902679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4651994705
validation[          , genome  6957] predictions:    9742/  10000 (97.42%), best:    9760/10000 (97.60%), error:       816.73096, best error:       784.20874 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 150.3707580566s, input_fired_time: 1.3714196682, output_fired_time: 1.8969727755, propagate_forward_time: 62.2215538025, propagate_backward_time: 82.4067840576, weight_update_time: 0.1354697645, other_time: 2.4740295410
epoch time: 12.7987003326s, input_fired_time: 0.1485191584, output_fired_time: 0.0000000000, propagate_forward_time: 12.1971139908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4530668259
validation[          , genome  6957] predictions:    9722/  10000 (97.22%), best:    9760/10000 (97.60%), error:       892.96155, best error:       784.20874 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 157.0483398438s, input_fired_time: 1.4346895218, output_fired_time: 0.9010625482, propagate_forward_time: 62.3827400208, propagate_backward_time: 89.7502212524, weight_update_time: 0.1444668919, other_time: 2.5796279907
epoch time: 14.4751377106s, input_fired_time: 0.1858726144, output_fired_time: 0.0000000000, propagate_forward_time: 13.8106479645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4786167145
validation[          , genome  6957] predictions:    9732/  10000 (97.32%), best:    9760/10000 (97.60%), error:       863.61603, best error:       784.20874 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 153.5619049072s, input_fired_time: 1.4084620476, output_fired_time: 0.9153683186, propagate_forward_time: 64.5195617676, propagate_backward_time: 82.1879501343, weight_update_time: 0.1398081779, other_time: 4.5305557251
epoch time: 14.3352842331s, input_fired_time: 0.2099846750, output_fired_time: 0.0000000000, propagate_forward_time: 13.6308326721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4944667816
validation[          , genome  6957] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       741.10895, best error:       741.10895 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 153.8871002197s, input_fired_time: 1.4101326466, output_fired_time: 0.9342617989, propagate_forward_time: 62.2009811401, propagate_backward_time: 85.8173141479, weight_update_time: 0.1471953839, other_time: 3.5244140625
epoch time: 13.7009248734s, input_fired_time: 0.1587217003, output_fired_time: 0.0000000000, propagate_forward_time: 13.0480899811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4941129684
validation[          , genome  6957] predictions:    9768/  10000 (97.68%), best:    9794/10000 (97.94%), error:       810.39642, best error:       741.10895 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 155.7143402100s, input_fired_time: 1.4533538818, output_fired_time: 0.9336842299, propagate_forward_time: 61.8410415649, propagate_backward_time: 88.9221725464, weight_update_time: 0.1481054872, other_time: 2.5640869141
epoch time: 12.6284818649s, input_fired_time: 0.1589584649, output_fired_time: 0.0000000000, propagate_forward_time: 12.0273571014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421663284
validation[          , genome  6957] predictions:    9730/  10000 (97.30%), best:    9794/10000 (97.94%), error:       941.75153, best error:       741.10895 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 154.5605773926s, input_fired_time: 1.4600636959, output_fired_time: 0.9239799380, propagate_forward_time: 61.7897987366, propagate_backward_time: 87.8327026367, weight_update_time: 0.1470499784, other_time: 2.5540313721
epoch time: 13.6543664932s, input_fired_time: 0.1469081789, output_fired_time: 0.0000000000, propagate_forward_time: 13.0443639755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4630947113
validation[          , genome  6957] predictions:    9779/  10000 (97.79%), best:    9794/10000 (97.94%), error:       744.61755, best error:       741.10895 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 161.5552062988s, input_fired_time: 1.4160982370, output_fired_time: 0.9758225083, propagate_forward_time: 68.3175582886, propagate_backward_time: 88.2077713013, weight_update_time: 0.1465509683, other_time: 2.6379547119
epoch time: 12.1592607498s, input_fired_time: 0.1434691548, output_fired_time: 0.0000000000, propagate_forward_time: 11.5844688416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313230515
validation[          , genome  6957] predictions:    9664/  10000 (96.64%), best:    9794/10000 (97.94%), error:      1111.21582, best error:       741.10895 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 155.8824157715s, input_fired_time: 1.4370828867, output_fired_time: 0.9325972199, propagate_forward_time: 65.0528182983, propagate_backward_time: 85.8987655640, weight_update_time: 0.1421707273, other_time: 2.5611419678
epoch time: 12.5600585938s, input_fired_time: 0.1523879915, output_fired_time: 0.0000000000, propagate_forward_time: 11.9575080872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501628876
validation[          , genome  6957] predictions:    9758/  10000 (97.58%), best:    9794/10000 (97.94%), error:       801.30835, best error:       741.10895 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 147.8899536133s, input_fired_time: 1.3535714149, output_fired_time: 0.8673445582, propagate_forward_time: 59.1069450378, propagate_backward_time: 84.1323852539, weight_update_time: 0.1371206641, other_time: 2.4297027588
epoch time: 13.2230148315s, input_fired_time: 0.1732757539, output_fired_time: 0.0000000000, propagate_forward_time: 12.5911026001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4586362839
validation[          , genome  6957] predictions:    9776/  10000 (97.76%), best:    9794/10000 (97.94%), error:       786.35522, best error:       741.10895 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 151.1140594482s, input_fired_time: 1.3907705545, output_fired_time: 0.9147232175, propagate_forward_time: 65.6131134033, propagate_backward_time: 80.7060012817, weight_update_time: 0.1357335001, other_time: 2.4894485474
epoch time: 13.5593147278s, input_fired_time: 0.1496854872, output_fired_time: 0.0000000000, propagate_forward_time: 12.9675855637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420433044
validation[          , genome  6957] predictions:    9703/  10000 (97.03%), best:    9794/10000 (97.94%), error:      1000.33380, best error:       741.10895 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 152.1694946289s, input_fired_time: 1.4247120619, output_fired_time: 0.8912679553, propagate_forward_time: 63.0346069336, propagate_backward_time: 84.3080596924, weight_update_time: 0.1405624747, other_time: 2.5108489990
epoch time: 12.4714107513s, input_fired_time: 0.1721768528, output_fired_time: 0.0000000000, propagate_forward_time: 11.8641748428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4350585938
validation[          , genome  6957] predictions:    9736/  10000 (97.36%), best:    9794/10000 (97.94%), error:       886.74927, best error:       741.10895 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 149.7882385254s, input_fired_time: 1.3767265081, output_fired_time: 0.8718146682, propagate_forward_time: 61.4935073853, propagate_backward_time: 83.6405868530, weight_update_time: 0.1329429299, other_time: 2.4056091309
epoch time: 13.3730707169s, input_fired_time: 0.1714867204, output_fired_time: 0.0000000000, propagate_forward_time: 12.7208566666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4807271957
validation[          , genome  6957] predictions:    9763/  10000 (97.63%), best:    9794/10000 (97.94%), error:       778.96881, best error:       741.10895 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 155.0101318359s, input_fired_time: 1.4179222584, output_fired_time: 0.9110696316, propagate_forward_time: 62.7449989319, propagate_backward_time: 87.3344573975, weight_update_time: 0.1600409150, other_time: 2.6016845703
epoch time: 12.3454151154s, input_fired_time: 0.1523852944, output_fired_time: 0.0000000000, propagate_forward_time: 11.7479429245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4450864792
validation[          , genome  6957] predictions:    9717/  10000 (97.17%), best:    9794/10000 (97.94%), error:       907.35248, best error:       741.10895 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 157.0676879883s, input_fired_time: 2.4751548767, output_fired_time: 0.9247945547, propagate_forward_time: 64.4913635254, propagate_backward_time: 86.5810775757, weight_update_time: 0.1423493475, other_time: 2.5952987671
epoch time: 13.4752016068s, input_fired_time: 0.1897206604, output_fired_time: 0.0000000000, propagate_forward_time: 12.7987871170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4866933823
validation[          , genome  6957] predictions:    9763/  10000 (97.63%), best:    9794/10000 (97.94%), error:       798.56146, best error:       741.10895 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 152.3409271240s, input_fired_time: 1.4270174503, output_fired_time: 0.9264169931, propagate_forward_time: 62.8623771667, propagate_backward_time: 83.6302261353, weight_update_time: 0.1386733353, other_time: 3.4948806763
epoch time: 14.0342350006s, input_fired_time: 0.1702749133, output_fired_time: 0.0000000000, propagate_forward_time: 13.4013614655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4625988007
validation[          , genome  6957] predictions:    9733/  10000 (97.33%), best:    9794/10000 (97.94%), error:       856.72968, best error:       741.10895 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 156.3199768066s, input_fired_time: 1.4606608152, output_fired_time: 0.9571334124, propagate_forward_time: 67.6538238525, propagate_backward_time: 82.5834884644, weight_update_time: 0.1415281296, other_time: 3.6648635864
epoch time: 13.2938375473s, input_fired_time: 0.1515282542, output_fired_time: 0.0000000000, propagate_forward_time: 12.7020654678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402437210
validation[          , genome  6957] predictions:    9737/  10000 (97.37%), best:    9794/10000 (97.94%), error:       880.10199, best error:       741.10895 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 151.7314147949s, input_fired_time: 1.4138035774, output_fired_time: 0.8724829555, propagate_forward_time: 63.6337165833, propagate_backward_time: 83.3004760742, weight_update_time: 0.1375503540, other_time: 2.5109405518
epoch time: 12.4952793121s, input_fired_time: 0.1552066356, output_fired_time: 0.0000000000, propagate_forward_time: 11.9082164764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318561554
validation[          , genome  6957] predictions:    9732/  10000 (97.32%), best:    9794/10000 (97.94%), error:       883.69043, best error:       741.10895 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 158.0975799561s, input_fired_time: 1.5092320442, output_fired_time: 0.9079259634, propagate_forward_time: 64.5174636841, propagate_backward_time: 88.5511627197, weight_update_time: 0.1522389650, other_time: 2.6117935181
epoch time: 12.0773439407s, input_fired_time: 0.1438205689, output_fired_time: 0.0000000000, propagate_forward_time: 11.5058374405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276857376
validation[          , genome  6957] predictions:    9737/  10000 (97.37%), best:    9794/10000 (97.94%), error:       868.52905, best error:       741.10895 on epoch:    85, 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: 68.0511322021s, input_fired_time: 0.7979130149, output_fired_time: 0.0000000000, propagate_forward_time: 64.8800888062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3731307983
best training[          , genome  6957] predictions:   49761/  50000 (99.52%), best:    9794/10000 (97.94%), error:      1127.89294, best error:       741.10895 on epoch:    85, 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: 13.2644042969s, input_fired_time: 0.1603661329, output_fired_time: 0.0000000000, propagate_forward_time: 12.6336774826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703607559
   testing[          , genome  6957] predictions:    9796/  10000 (97.96%), best:    9794/10000 (97.94%), error:       685.74927, best error:       741.10895 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:32:15 (11280): called boinc_finish(0)

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