Nameexact_genome_1512568488_45_7154_0
Workunit2607001
Created8 Dec 2017, 0:10:38 UTC
Sent8 Dec 2017, 0:12:56 UTC
Report deadline20 Dec 2017, 19:53:27 UTC
Received8 Dec 2017, 23:54:29 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67896
Run time3 hours 21 min 5 sec
CPU time3 hours 21 min
Validate stateValid
Credit3,204.95
Device peak FLOPS2.80 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>
10.57648 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 278.5564575195s, input_fired_time: 1.3585904837, output_fired_time: 0.9308447242, propagate_forward_time: 70.6503067017, propagate_backward_time: 203.9919281006, weight_update_time: 0.1090479493, other_time: 1.6248016357
epoch time: 17.9981670380s, input_fired_time: 0.1417026669, output_fired_time: 0.0000000000, propagate_forward_time: 17.5711727142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2852916718
validation[          , genome  7154] predictions:    9769/  10000 (97.69%), best:    9782/10000 (97.82%), error:       770.32928, best error:       710.57648 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 279.0170288086s, input_fired_time: 2.3611383438, output_fired_time: 0.9313252568, propagate_forward_time: 93.8791046143, propagate_backward_time: 173.1984710693, weight_update_time: 2.1148972511, other_time: 8.6469726563
epoch time: 17.9377937317s, input_fired_time: 0.1432885230, output_fired_time: 0.0000000000, propagate_forward_time: 15.4994802475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2950258255
validation[          , genome  7154] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       710.24493, best error:       710.24493 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 279.6905212402s, input_fired_time: 3.3657929897, output_fired_time: 0.9336001873, propagate_forward_time: 81.8211212158, propagate_backward_time: 189.9410247803, weight_update_time: 0.1090065539, other_time: 3.6289978027
epoch time: 16.9206371307s, input_fired_time: 2.1514441967, output_fired_time: 0.0000000000, propagate_forward_time: 13.4746923447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2945003510
validation[          , genome  7154] predictions:    9770/  10000 (97.70%), best:    9776/10000 (97.76%), error:       771.38513, best error:       710.24493 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 280.8991088867s, input_fired_time: 9.3938150406, output_fired_time: 3.9417803288, propagate_forward_time: 85.7910614014, propagate_backward_time: 178.1423187256, weight_update_time: 0.1091052219, other_time: 3.6301269531
epoch time: 16.9967727661s, input_fired_time: 0.1432293355, output_fired_time: 0.0000000000, propagate_forward_time: 15.5642213821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2893228531
validation[          , genome  7154] predictions:    9760/  10000 (97.60%), best:    9776/10000 (97.76%), error:       786.55078, best error:       710.24493 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 278.7273254395s, input_fired_time: 3.3686063290, output_fired_time: 3.9412038326, propagate_forward_time: 91.6598281860, propagate_backward_time: 174.1168975830, weight_update_time: 0.1103475615, other_time: 5.6408233643
epoch time: 16.9227676392s, input_fired_time: 0.1451847106, output_fired_time: 0.0000000000, propagate_forward_time: 16.4903392792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2872428894
validation[          , genome  7154] predictions:    9789/  10000 (97.89%), best:    9776/10000 (97.76%), error:       727.49884, best error:       710.24493 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 279.8029479980s, input_fired_time: 5.3750085831, output_fired_time: 3.9417672157, propagate_forward_time: 102.6738662720, propagate_backward_time: 165.1841430664, weight_update_time: 0.1097451076, other_time: 2.6281738281
epoch time: 16.9346790314s, input_fired_time: 1.1488314867, output_fired_time: 0.0000000000, propagate_forward_time: 15.4974060059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2884416580
validation[          , genome  7154] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       699.77557, best error:       699.77557 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 279.8651428223s, input_fired_time: 4.3728890419, output_fired_time: 2.9358930588, propagate_forward_time: 90.6504745483, propagate_backward_time: 175.2666625977, weight_update_time: 0.1091004461, other_time: 6.6392211914
epoch time: 18.0161361694s, input_fired_time: 0.1432923377, output_fired_time: 0.0000000000, propagate_forward_time: 16.5823707581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2904739380
validation[          , genome  7154] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       699.21234, best error:       699.21234 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 279.7680664063s, input_fired_time: 4.3742327690, output_fired_time: 2.9408247471, propagate_forward_time: 91.6547546387, propagate_backward_time: 176.1698303223, weight_update_time: 0.1099268571, other_time: 4.6284179688
epoch time: 17.0142974854s, input_fired_time: 0.1442520469, output_fired_time: 0.0000000000, propagate_forward_time: 15.5805320740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2895126343
validation[          , genome  7154] predictions:    9781/  10000 (97.81%), best:    9801/10000 (98.01%), error:       730.56531, best error:       699.21234 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 281.0359802246s, input_fired_time: 5.3882942200, output_fired_time: 4.9444956779, propagate_forward_time: 90.8143386841, propagate_backward_time: 177.2696380615, weight_update_time: 1.1120005846, other_time: 2.6192169189
epoch time: 17.0097942352s, input_fired_time: 0.1448040605, output_fired_time: 0.0000000000, propagate_forward_time: 16.5790634155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2859268188
validation[          , genome  7154] predictions:    9779/  10000 (97.79%), best:    9801/10000 (98.01%), error:       708.05011, best error:       699.21234 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 280.0676879883s, input_fired_time: 3.3707776070, output_fired_time: 0.9348016381, propagate_forward_time: 61.7614974976, propagate_backward_time: 209.3712463379, weight_update_time: 0.1096325293, other_time: 4.6293334961
epoch time: 17.0304050446s, input_fired_time: 0.1454863548, output_fired_time: 0.0000000000, propagate_forward_time: 16.5971431732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2877750397
validation[          , genome  7154] predictions:    9791/  10000 (97.91%), best:    9801/10000 (98.01%), error:       706.98907, best error:       699.21234 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 279.7484436035s, input_fired_time: 1.3679509163, output_fired_time: 4.9489173889, propagate_forward_time: 67.7640991211, propagate_backward_time: 199.1266784668, weight_update_time: 0.1094742864, other_time: 6.5408020020
epoch time: 17.9462280273s, input_fired_time: 0.1445066929, output_fired_time: 0.0000000000, propagate_forward_time: 17.5145530701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2871685028
validation[          , genome  7154] predictions:    9783/  10000 (97.83%), best:    9801/10000 (98.01%), error:       738.71240, best error:       699.21234 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 278.8315429688s, input_fired_time: 1.3678088188, output_fired_time: 0.9320976734, propagate_forward_time: 83.6510543823, propagate_backward_time: 190.2549896240, weight_update_time: 0.1097289398, other_time: 2.6255950928
epoch time: 17.0031757355s, input_fired_time: 0.1443876922, output_fired_time: 0.0000000000, propagate_forward_time: 15.5696201324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2891674042
validation[          , genome  7154] predictions:    9754/  10000 (97.54%), best:    9801/10000 (98.01%), error:       776.17279, best error:       699.21234 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 278.8434448242s, input_fired_time: 2.3717410564, output_fired_time: 1.9354161024, propagate_forward_time: 73.7044830322, propagate_backward_time: 198.2035064697, weight_update_time: 0.1093538553, other_time: 2.6282958984
epoch time: 17.0105323792s, input_fired_time: 0.1441222876, output_fired_time: 0.0000000000, propagate_forward_time: 16.5803432465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2860660553
validation[          , genome  7154] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       698.85297, best error:       698.85297 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 279.9003601074s, input_fired_time: 2.3751413822, output_fired_time: 1.9345324039, propagate_forward_time: 98.7214050293, propagate_backward_time: 175.2470092773, weight_update_time: 0.1096038818, other_time: 1.6222534180
epoch time: 17.9264926910s, input_fired_time: 1.1502281427, output_fired_time: 0.0000000000, propagate_forward_time: 14.4847030640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2915611267
validation[          , genome  7154] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       723.51111, best error:       698.85297 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 280.0846557617s, input_fired_time: 1.3709139824, output_fired_time: 3.9437582493, propagate_forward_time: 83.7657623291, propagate_backward_time: 188.3755187988, weight_update_time: 0.1098850518, other_time: 2.6287078857
epoch time: 18.1302604675s, input_fired_time: 0.1479106247, output_fired_time: 0.0000000000, propagate_forward_time: 17.6918754578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2904739380
validation[          , genome  7154] predictions:    9770/  10000 (97.70%), best:    9781/10000 (97.81%), error:       722.88190, best error:       698.85297 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 280.2089233398s, input_fired_time: 2.3752093315, output_fired_time: 3.9465701580, propagate_forward_time: 96.8181838989, propagate_backward_time: 172.4336395264, weight_update_time: 0.1093556732, other_time: 4.6353302002
epoch time: 16.9301052094s, input_fired_time: 0.1463741660, output_fired_time: 0.0000000000, propagate_forward_time: 16.4950046539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2887268066
validation[          , genome  7154] predictions:    9762/  10000 (97.62%), best:    9781/10000 (97.81%), error:       782.08295, best error:       698.85297 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 278.0158996582s, input_fired_time: 1.3732610941, output_fired_time: 1.9364905357, propagate_forward_time: 93.6420974731, propagate_backward_time: 174.4206085205, weight_update_time: 0.1105486602, other_time: 6.6434478760
epoch time: 17.9414443970s, input_fired_time: 0.1465324610, output_fired_time: 0.0000000000, propagate_forward_time: 16.5047702789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2901420593
validation[          , genome  7154] predictions:    9760/  10000 (97.60%), best:    9781/10000 (97.81%), error:       713.92157, best error:       698.85297 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 278.0464782715s, input_fired_time: 1.3761676550, output_fired_time: 2.9390845299, propagate_forward_time: 96.0422744751, propagate_backward_time: 172.0532379150, weight_update_time: 0.1097775102, other_time: 5.6357269287
epoch time: 18.0125293732s, input_fired_time: 0.1465004832, output_fired_time: 0.0000000000, propagate_forward_time: 17.5776786804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2883510590
validation[          , genome  7154] predictions:    9733/  10000 (97.33%), best:    9781/10000 (97.81%), error:       815.90088, best error:       698.85297 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 279.9792480469s, input_fired_time: 3.3852725029, output_fired_time: 0.9334656596, propagate_forward_time: 73.8157577515, propagate_backward_time: 195.3063507080, weight_update_time: 0.1089754999, other_time: 6.5383758545
epoch time: 18.0402069092s, input_fired_time: 0.1466127038, output_fired_time: 0.0000000000, propagate_forward_time: 15.5953531265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2982416153
validation[          , genome  7154] predictions:    9750/  10000 (97.50%), best:    9781/10000 (97.81%), error:       780.54681, best error:       698.85297 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 279.7944030762s, input_fired_time: 3.3817613125, output_fired_time: 0.9318823814, propagate_forward_time: 90.6884536743, propagate_backward_time: 181.1572418213, weight_update_time: 2.1172196865, other_time: 3.6350555420
epoch time: 17.0192070007s, input_fired_time: 0.1471758932, output_fired_time: 0.0000000000, propagate_forward_time: 16.5842552185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2877750397
validation[          , genome  7154] predictions:    9760/  10000 (97.60%), best:    9781/10000 (97.81%), error:       802.54230, best error:       698.85297 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 279.8128967285s, input_fired_time: 2.3775169849, output_fired_time: 0.9310797453, propagate_forward_time: 84.7591629028, propagate_backward_time: 185.0967559814, weight_update_time: 2.1159040928, other_time: 6.6483917236
epoch time: 18.0253677368s, input_fired_time: 0.1453578770, output_fired_time: 0.0000000000, propagate_forward_time: 17.5929050446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2871055603
validation[          , genome  7154] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       658.54803, best error:       658.54803 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 279.1413269043s, input_fired_time: 3.3838129044, output_fired_time: 3.9456832409, propagate_forward_time: 90.8468551636, propagate_backward_time: 178.3293457031, weight_update_time: 0.1095070988, other_time: 2.6356201172
epoch time: 18.0484237671s, input_fired_time: 0.1467112452, output_fired_time: 0.0000000000, propagate_forward_time: 17.6120033264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897090912
validation[          , genome  7154] predictions:    9750/  10000 (97.50%), best:    9792/10000 (97.92%), error:       774.52014, best error:       658.54803 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 279.9951477051s, input_fired_time: 2.3763554096, output_fired_time: 6.9527397156, propagate_forward_time: 62.6495056152, propagate_backward_time: 205.3834533691, weight_update_time: 1.1139128208, other_time: 2.6331176758
epoch time: 18.0241413116s, input_fired_time: 0.1464190036, output_fired_time: 0.0000000000, propagate_forward_time: 17.5875358582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2901859283
validation[          , genome  7154] predictions:    9775/  10000 (97.75%), best:    9792/10000 (97.92%), error:       725.32819, best error:       658.54803 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 279.7476196289s, input_fired_time: 3.3792088032, output_fired_time: 2.9351634979, propagate_forward_time: 76.6871490479, propagate_backward_time: 192.1136322021, weight_update_time: 0.1089823171, other_time: 4.6324768066
epoch time: 16.8933582306s, input_fired_time: 0.1458617598, output_fired_time: 0.0000000000, propagate_forward_time: 16.4622440338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2852516174
validation[          , genome  7154] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       638.19788, best error:       638.19788 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 280.2859802246s, input_fired_time: 4.3872923851, output_fired_time: 2.9414751530, propagate_forward_time: 74.9699325562, propagate_backward_time: 194.3479461670, weight_update_time: 0.1105192080, other_time: 3.6393280029
epoch time: 17.9158821106s, input_fired_time: 0.1487516016, output_fired_time: 0.0000000000, propagate_forward_time: 17.4812412262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2858886719
validation[          , genome  7154] predictions:    9770/  10000 (97.70%), best:    9806/10000 (98.06%), error:       702.24921, best error:       638.19788 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 277.2765197754s, input_fired_time: 6.4001193047, output_fired_time: 1.9364373684, propagate_forward_time: 76.8728027344, propagate_backward_time: 185.5175170898, weight_update_time: 0.1090753525, other_time: 6.5496520996
epoch time: 18.0294742584s, input_fired_time: 0.1473661810, output_fired_time: 0.0000000000, propagate_forward_time: 15.5864877701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2956209183
validation[          , genome  7154] predictions:    9759/  10000 (97.59%), best:    9806/10000 (98.06%), error:       748.83130, best error:       638.19788 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 279.8961486816s, input_fired_time: 5.3942914009, output_fired_time: 5.8547558784, propagate_forward_time: 81.9859466553, propagate_backward_time: 179.0226440430, weight_update_time: 2.1163275242, other_time: 7.6385040283
epoch time: 17.0502185822s, input_fired_time: 0.1469479650, output_fired_time: 0.0000000000, propagate_forward_time: 16.6136188507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2896518707
validation[          , genome  7154] predictions:    9774/  10000 (97.74%), best:    9806/10000 (98.06%), error:       736.44873, best error:       638.19788 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 282.2893066406s, input_fired_time: 4.3908324242, output_fired_time: 4.9515171051, propagate_forward_time: 73.7741470337, propagate_backward_time: 194.5349121094, weight_update_time: 0.1092617512, other_time: 4.6379089355
epoch time: 16.9287014008s, input_fired_time: 0.1466336548, output_fired_time: 0.0000000000, propagate_forward_time: 14.4873886108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2946796417
validation[          , genome  7154] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       635.47711, best error:       635.47711 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 280.2462463379s, input_fired_time: 1.3780778646, output_fired_time: 2.9415652752, propagate_forward_time: 83.9945526123, propagate_backward_time: 189.3014526367, weight_update_time: 1.1126284599, other_time: 2.6305999756
epoch time: 16.9573059082s, input_fired_time: 0.1492370963, output_fired_time: 0.0000000000, propagate_forward_time: 16.5206451416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2874240875
validation[          , genome  7154] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       626.43427, best error:       626.43427 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 280.0590209961s, input_fired_time: 2.3886969090, output_fired_time: 0.9338157177, propagate_forward_time: 83.8587036133, propagate_backward_time: 191.2542114258, weight_update_time: 0.1096210107, other_time: 1.6235961914
epoch time: 17.9230079651s, input_fired_time: 0.1466127485, output_fired_time: 0.0000000000, propagate_forward_time: 17.4906101227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2857856750
validation[          , genome  7154] predictions:    9782/  10000 (97.82%), best:    9802/10000 (98.02%), error:       697.87506, best error:       626.43427 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 279.9712219238s, input_fired_time: 3.3856575489, output_fired_time: 0.9322294593, propagate_forward_time: 85.7527236938, propagate_backward_time: 185.2680816650, weight_update_time: 0.1096755862, other_time: 4.6325531006
epoch time: 17.9336891174s, input_fired_time: 0.1466938108, output_fired_time: 0.0000000000, propagate_forward_time: 17.4999904633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2870044708
validation[          , genome  7154] predictions:    9774/  10000 (97.74%), best:    9802/10000 (98.02%), error:       724.46204, best error:       626.43427 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 280.0853576660s, input_fired_time: 2.3819537163, output_fired_time: 0.9316144586, propagate_forward_time: 73.7897109985, propagate_backward_time: 199.3556060791, weight_update_time: 0.1092489883, other_time: 3.6264801025
epoch time: 17.0385513306s, input_fired_time: 0.1463540941, output_fired_time: 0.0000000000, propagate_forward_time: 15.6033258438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2888708115
validation[          , genome  7154] predictions:    9795/  10000 (97.95%), best:    9802/10000 (98.02%), error:       689.12341, best error:       626.43427 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 280.0386352539s, input_fired_time: 2.3831312656, output_fired_time: 1.9375870228, propagate_forward_time: 88.7888031006, propagate_backward_time: 182.2966308594, weight_update_time: 0.1101320758, other_time: 4.6324920654
epoch time: 17.0139770508s, input_fired_time: 0.1467710435, output_fired_time: 0.0000000000, propagate_forward_time: 16.5808944702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2863121033
validation[          , genome  7154] predictions:    9787/  10000 (97.87%), best:    9802/10000 (98.02%), error:       750.05304, best error:       626.43427 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 280.9831542969s, input_fired_time: 2.3822445869, output_fired_time: 2.9394197464, propagate_forward_time: 68.6711654663, propagate_backward_time: 204.3704071045, weight_update_time: 0.1099853814, other_time: 2.6199188232
epoch time: 17.0360946655s, input_fired_time: 0.1474412978, output_fired_time: 0.0000000000, propagate_forward_time: 16.6024093628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2862434387
validation[          , genome  7154] predictions:    9784/  10000 (97.84%), best:    9802/10000 (98.02%), error:       767.74176, best error:       626.43427 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 279.9349670410s, input_fired_time: 6.4022645950, output_fired_time: 0.9350205660, propagate_forward_time: 72.6805496216, propagate_backward_time: 193.2761688232, weight_update_time: 0.1097306162, other_time: 6.6409759521
epoch time: 17.0355529785s, input_fired_time: 0.1474933475, output_fired_time: 0.0000000000, propagate_forward_time: 16.6008739471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2871856689
validation[          , genome  7154] predictions:    9750/  10000 (97.50%), best:    9802/10000 (98.02%), error:       814.02991, best error:       626.43427 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 281.0134277344s, input_fired_time: 3.3930456638, output_fired_time: 1.9335893393, propagate_forward_time: 63.8160743713, propagate_backward_time: 209.2472534180, weight_update_time: 0.1091654301, other_time: 2.6234741211
epoch time: 17.0109767914s, input_fired_time: 0.1483888328, output_fired_time: 0.0000000000, propagate_forward_time: 16.5759086609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2866802216
validation[          , genome  7154] predictions:    9815/  10000 (98.15%), best:    9802/10000 (98.02%), error:       665.36749, best error:       626.43427 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 280.4241333008s, input_fired_time: 4.3955087662, output_fired_time: 0.9379648566, propagate_forward_time: 81.0626373291, propagate_backward_time: 184.3641662598, weight_update_time: 0.1104358435, other_time: 9.6638641357
epoch time: 17.0049076080s, input_fired_time: 0.1472548544, output_fired_time: 0.0000000000, propagate_forward_time: 16.5720329285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2856197357
validation[          , genome  7154] predictions:    9776/  10000 (97.76%), best:    9802/10000 (98.02%), error:       751.00342, best error:       626.43427 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 280.9184265137s, input_fired_time: 1.3831870556, output_fired_time: 2.9382679462, propagate_forward_time: 76.8233261108, propagate_backward_time: 194.1374053955, weight_update_time: 2.1160266399, other_time: 5.6362457275
epoch time: 17.0124530792s, input_fired_time: 0.1475467533, output_fired_time: 0.0000000000, propagate_forward_time: 15.5766372681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2882690430
validation[          , genome  7154] predictions:    9798/  10000 (97.98%), best:    9802/10000 (98.02%), error:       629.66125, best error:       626.43427 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 279.8285522461s, input_fired_time: 1.3842113018, output_fired_time: 3.8447000980, propagate_forward_time: 88.6728973389, propagate_backward_time: 184.3079681396, weight_update_time: 0.1094516516, other_time: 1.6187744141
epoch time: 17.0337753296s, input_fired_time: 2.1568982601, output_fired_time: 0.0000000000, propagate_forward_time: 14.5912237167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2856531143
validation[          , genome  7154] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       599.62396, best error:       599.62396 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 281.1472778320s, input_fired_time: 3.3967688084, output_fired_time: 4.9512138367, propagate_forward_time: 73.7777023315, propagate_backward_time: 195.3935394287, weight_update_time: 0.1095774099, other_time: 3.6280670166
epoch time: 17.0222377777s, input_fired_time: 0.1480420232, output_fired_time: 0.0000000000, propagate_forward_time: 14.5825500488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2916450500
validation[          , genome  7154] predictions:    9791/  10000 (97.91%), best:    9811/10000 (98.11%), error:       708.52271, best error:       599.62396 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 279.9879150391s, input_fired_time: 5.4039855003, output_fired_time: 0.9362236857, propagate_forward_time: 77.7596817017, propagate_backward_time: 193.2589416504, weight_update_time: 0.1099678725, other_time: 2.6290893555
epoch time: 18.0306205750s, input_fired_time: 2.1569397449, output_fired_time: 0.0000000000, propagate_forward_time: 15.5870161057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2866649628
validation[          , genome  7154] predictions:    9798/  10000 (97.98%), best:    9811/10000 (98.11%), error:       690.25793, best error:       599.62396 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 279.9203491211s, input_fired_time: 3.2928454876, output_fired_time: 0.9341396689, propagate_forward_time: 86.7890090942, propagate_backward_time: 184.2639312744, weight_update_time: 0.1094856635, other_time: 4.6404266357
epoch time: 17.0514965057s, input_fired_time: 0.1481636912, output_fired_time: 0.0000000000, propagate_forward_time: 14.6052885056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2980451584
validation[          , genome  7154] predictions:    9813/  10000 (98.13%), best:    9811/10000 (98.11%), error:       599.69757, best error:       599.62396 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 280.0030822754s, input_fired_time: 3.3926503658, output_fired_time: 3.9424049854, propagate_forward_time: 84.6651077271, propagate_backward_time: 181.3633728027, weight_update_time: 4.1200489998, other_time: 6.6395568848
epoch time: 16.9541625977s, input_fired_time: 0.1496804655, output_fired_time: 0.0000000000, propagate_forward_time: 16.5153484344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2891330719
validation[          , genome  7154] predictions:    9755/  10000 (97.55%), best:    9811/10000 (98.11%), error:       727.46130, best error:       599.62396 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 279.9231872559s, input_fired_time: 2.3936221600, output_fired_time: 2.9425530434, propagate_forward_time: 87.8075942993, propagate_backward_time: 181.1351318359, weight_update_time: 1.1149616241, other_time: 5.6442871094
epoch time: 18.0851612091s, input_fired_time: 0.1495737433, output_fired_time: 0.0000000000, propagate_forward_time: 17.6454410553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2901458740
validation[          , genome  7154] predictions:    9804/  10000 (98.04%), best:    9811/10000 (98.11%), error:       651.85754, best error:       599.62396 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 280.2536010742s, input_fired_time: 3.3980884552, output_fired_time: 2.9438412189, propagate_forward_time: 80.8117446899, propagate_backward_time: 189.4636688232, weight_update_time: 0.1099499092, other_time: 3.6362457275
epoch time: 17.0356426239s, input_fired_time: 0.1487464309, output_fired_time: 0.0000000000, propagate_forward_time: 16.5979766846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2889194489
validation[          , genome  7154] predictions:    9777/  10000 (97.77%), best:    9811/10000 (98.11%), error:       697.23138, best error:       599.62396 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 280.3037109375s, input_fired_time: 5.4026384354, output_fired_time: 0.9328429699, propagate_forward_time: 65.9133987427, propagate_backward_time: 205.4250640869, weight_update_time: 0.1095624492, other_time: 2.6297760010
epoch time: 16.9221687317s, input_fired_time: 0.1486884505, output_fired_time: 0.0000000000, propagate_forward_time: 16.4871749878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2863044739
validation[          , genome  7154] predictions:    9812/  10000 (98.12%), best:    9811/10000 (98.11%), error:       618.44434, best error:       599.62396 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 279.9787902832s, input_fired_time: 6.4131631851, output_fired_time: 3.9462807178, propagate_forward_time: 86.7005310059, propagate_backward_time: 180.2914581299, weight_update_time: 0.1095523164, other_time: 2.6273345947
epoch time: 18.0244045258s, input_fired_time: 2.1560082436, output_fired_time: 0.0000000000, propagate_forward_time: 14.5775728226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2908239365
validation[          , genome  7154] predictions:    9784/  10000 (97.84%), best:    9811/10000 (98.11%), error:       670.65387, best error:       599.62396 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 278.8630676270s, input_fired_time: 2.3935019970, output_fired_time: 0.9349791408, propagate_forward_time: 76.8477706909, propagate_backward_time: 194.0561981201, weight_update_time: 0.1095855236, other_time: 4.6306304932
epoch time: 17.0260601044s, input_fired_time: 0.1485075057, output_fired_time: 0.0000000000, propagate_forward_time: 16.5905113220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2870407104
validation[          , genome  7154] predictions:    9804/  10000 (98.04%), best:    9811/10000 (98.11%), error:       660.23669, best error:       599.62396 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 277.8894348145s, input_fired_time: 1.3872202635, output_fired_time: 1.9383769035, propagate_forward_time: 91.5097656250, propagate_backward_time: 178.4157714844, weight_update_time: 0.1096576452, other_time: 4.6383056641
epoch time: 17.0237007141s, input_fired_time: 0.1485306174, output_fired_time: 0.0000000000, propagate_forward_time: 16.5880413055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2871284485
validation[          , genome  7154] predictions:    9804/  10000 (98.04%), best:    9811/10000 (98.11%), error:       670.94977, best error:       599.62396 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 280.2270812988s, input_fired_time: 3.3994050026, output_fired_time: 2.8482997417, propagate_forward_time: 83.9970779419, propagate_backward_time: 184.3361206055, weight_update_time: 2.1171844006, other_time: 5.6461791992
epoch time: 17.0283107758s, input_fired_time: 0.1504250467, output_fired_time: 0.0000000000, propagate_forward_time: 16.5896091461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2882766724
validation[          , genome  7154] predictions:    9797/  10000 (97.97%), best:    9811/10000 (98.11%), error:       648.50513, best error:       599.62396 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 280.9557189941s, input_fired_time: 6.4120469093, output_fired_time: 0.9343637824, propagate_forward_time: 82.7965087891, propagate_backward_time: 187.1744384766, weight_update_time: 0.1102451757, other_time: 3.6383666992
epoch time: 17.0326652527s, input_fired_time: 0.1504924595, output_fired_time: 0.0000000000, propagate_forward_time: 16.5935440063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886295319
validation[          , genome  7154] predictions:    9807/  10000 (98.07%), best:    9811/10000 (98.11%), error:       603.18854, best error:       599.62396 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 280.2026672363s, input_fired_time: 3.4029109478, output_fired_time: 1.9404921532, propagate_forward_time: 75.8247680664, propagate_backward_time: 195.3945922852, weight_update_time: 0.1097639650, other_time: 3.6398925781
epoch time: 18.0645732880s, input_fired_time: 0.1508140713, output_fired_time: 0.0000000000, propagate_forward_time: 17.6278324127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2859268188
validation[          , genome  7154] predictions:    9803/  10000 (98.03%), best:    9811/10000 (98.11%), error:       631.67432, best error:       599.62396 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 280.0877380371s, input_fired_time: 2.4017920494, output_fired_time: 0.9367210865, propagate_forward_time: 77.8353347778, propagate_backward_time: 196.2887573242, weight_update_time: 0.1089013293, other_time: 2.6251525879
epoch time: 17.0392379761s, input_fired_time: 0.1501937211, output_fired_time: 0.0000000000, propagate_forward_time: 16.6000823975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2889614105
validation[          , genome  7154] predictions:    9796/  10000 (97.96%), best:    9811/10000 (98.11%), error:       645.73187, best error:       599.62396 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 279.9755859375s, input_fired_time: 5.3074979782, output_fired_time: 2.9440927505, propagate_forward_time: 64.8141860962, propagate_backward_time: 205.2870788574, weight_update_time: 0.1099081114, other_time: 1.6227416992
epoch time: 17.9348907471s, input_fired_time: 0.1496109217, output_fired_time: 0.0000000000, propagate_forward_time: 17.4994640350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2858161926
validation[          , genome  7154] predictions:    9822/  10000 (98.22%), best:    9811/10000 (98.11%), error:       603.05408, best error:       599.62396 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 279.0151672363s, input_fired_time: 3.3997673988, output_fired_time: 0.9350207448, propagate_forward_time: 74.7188873291, propagate_backward_time: 196.3328552246, weight_update_time: 0.1090484485, other_time: 3.6286163330
epoch time: 17.9438571930s, input_fired_time: 0.1510248929, output_fired_time: 0.0000000000, propagate_forward_time: 15.4972171783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2956142426
validation[          , genome  7154] predictions:    9806/  10000 (98.06%), best:    9811/10000 (98.11%), error:       646.86639, best error:       599.62396 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 280.0527954102s, input_fired_time: 5.4148626328, output_fired_time: 0.9362604618, propagate_forward_time: 86.8914489746, propagate_backward_time: 178.1591186523, weight_update_time: 1.1150984764, other_time: 8.6511230469
epoch time: 17.9491500854s, input_fired_time: 0.1512633711, output_fired_time: 0.0000000000, propagate_forward_time: 17.5095596313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2883262634
validation[          , genome  7154] predictions:    9818/  10000 (98.18%), best:    9818/10000 (98.18%), error:       584.59210, best error:       584.59210 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 278.9153747559s, input_fired_time: 1.3959380388, output_fired_time: 0.9361596704, propagate_forward_time: 82.7631835938, propagate_backward_time: 191.1969451904, weight_update_time: 0.1092634350, other_time: 2.6231536865
epoch time: 17.9569168091s, input_fired_time: 0.1520852000, output_fired_time: 0.0000000000, propagate_forward_time: 17.5182743073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2865581512
validation[          , genome  7154] predictions:    9832/  10000 (98.32%), best:    9832/10000 (98.32%), error:       568.24585, best error:       568.24585 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 277.2562255859s, input_fired_time: 1.3971371651, output_fired_time: 2.9400861263, propagate_forward_time: 88.8958816528, propagate_backward_time: 179.3862304688, weight_update_time: 2.1156446934, other_time: 4.6369018555
epoch time: 18.0367755890s, input_fired_time: 0.1505456865, output_fired_time: 0.0000000000, propagate_forward_time: 17.5993385315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2868919373
validation[          , genome  7154] predictions:    9821/  10000 (98.21%), best:    9832/10000 (98.32%), error:       606.42688, best error:       568.24585 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 279.7544860840s, input_fired_time: 2.3990378380, output_fired_time: 1.9393967390, propagate_forward_time: 77.7360458374, propagate_backward_time: 190.0365295410, weight_update_time: 0.1092242077, other_time: 7.6434631348
epoch time: 18.0131950378s, input_fired_time: 0.1503959745, output_fired_time: 0.0000000000, propagate_forward_time: 17.5763683319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2864303589
validation[          , genome  7154] predictions:    9799/  10000 (97.99%), best:    9832/10000 (98.32%), error:       666.84998, best error:       568.24585 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 278.9103393555s, input_fired_time: 3.4068551064, output_fired_time: 0.9352882504, propagate_forward_time: 77.8565597534, propagate_backward_time: 193.1799316406, weight_update_time: 0.1088128686, other_time: 3.5316772461
epoch time: 18.0279388428s, input_fired_time: 2.1599290371, output_fired_time: 0.0000000000, propagate_forward_time: 13.5750465393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2929630280
validation[          , genome  7154] predictions:    9768/  10000 (97.68%), best:    9832/10000 (98.32%), error:       769.93213, best error:       568.24585 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 278.0125732422s, input_fired_time: 7.4182209969, output_fired_time: 1.9399912357, propagate_forward_time: 83.6509780884, propagate_backward_time: 179.3655700684, weight_update_time: 0.1092784107, other_time: 5.6378173828
epoch time: 17.9420261383s, input_fired_time: 0.1514724493, output_fired_time: 0.0000000000, propagate_forward_time: 17.5042572021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2862968445
validation[          , genome  7154] predictions:    9811/  10000 (98.11%), best:    9832/10000 (98.32%), error:       623.15558, best error:       568.24585 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 278.8583374023s, input_fired_time: 4.4083995819, output_fired_time: 4.9477915764, propagate_forward_time: 79.8516998291, propagate_backward_time: 186.0226898193, weight_update_time: 0.1093602777, other_time: 3.6277770996
epoch time: 17.9227771759s, input_fired_time: 0.1500025243, output_fired_time: 0.0000000000, propagate_forward_time: 17.4858531952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2869205475
validation[          , genome  7154] predictions:    9818/  10000 (98.18%), best:    9832/10000 (98.32%), error:       616.73987, best error:       568.24585 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 280.0289611816s, input_fired_time: 3.4067866802, output_fired_time: 3.9451467991, propagate_forward_time: 81.7690658569, propagate_backward_time: 189.2805328369, weight_update_time: 0.1101205871, other_time: 1.6273956299
epoch time: 16.9303016663s, input_fired_time: 0.1514110714, output_fired_time: 0.0000000000, propagate_forward_time: 16.4891376495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897529602
validation[          , genome  7154] predictions:    9822/  10000 (98.22%), best:    9832/10000 (98.32%), error:       600.49634, best error:       568.24585 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 280.1336669922s, input_fired_time: 1.4008134604, output_fired_time: 0.9383021593, propagate_forward_time: 76.9157562256, propagate_backward_time: 195.2363891602, weight_update_time: 0.1098487526, other_time: 5.6424102783
epoch time: 16.9346179962s, input_fired_time: 0.1515121609, output_fired_time: 0.0000000000, propagate_forward_time: 16.4958000183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2873058319
validation[          , genome  7154] predictions:    9790/  10000 (97.90%), best:    9832/10000 (98.32%), error:       713.17615, best error:       568.24585 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 280.2819519043s, input_fired_time: 1.4045670033, output_fired_time: 2.8405001163, propagate_forward_time: 83.9107971191, propagate_backward_time: 185.4819641113, weight_update_time: 0.1097847298, other_time: 6.6441040039
epoch time: 17.9319782257s, input_fired_time: 0.1509612948, output_fired_time: 0.0000000000, propagate_forward_time: 17.4935550690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2874622345
validation[          , genome  7154] predictions:    9800/  10000 (98.00%), best:    9832/10000 (98.32%), error:       663.17322, best error:       568.24585 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 279.0509948730s, input_fired_time: 4.4141960144, output_fired_time: 1.9380434752, propagate_forward_time: 83.7901840210, propagate_backward_time: 185.2799530029, weight_update_time: 0.1092045680, other_time: 3.6286163330
epoch time: 16.9292259216s, input_fired_time: 1.1555569172, output_fired_time: 0.0000000000, propagate_forward_time: 15.4854621887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2882070541
validation[          , genome  7154] predictions:    9810/  10000 (98.10%), best:    9832/10000 (98.32%), error:       587.37823, best error:       568.24585 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 279.1479797363s, input_fired_time: 2.4043428898, output_fired_time: 1.9370769262, propagate_forward_time: 83.9597320557, propagate_backward_time: 185.2093658447, weight_update_time: 0.1098126173, other_time: 5.6374511719
epoch time: 16.9511852264s, input_fired_time: 1.1563326120, output_fired_time: 0.0000000000, propagate_forward_time: 15.5056591034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2891931534
validation[          , genome  7154] predictions:    9791/  10000 (97.91%), best:    9832/10000 (98.32%), error:       671.05017, best error:       568.24585 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 279.0910339355s, input_fired_time: 1.4046056271, output_fired_time: 1.9366952181, propagate_forward_time: 79.8076477051, propagate_backward_time: 189.3022918701, weight_update_time: 0.1093816236, other_time: 6.6397857666
epoch time: 17.9323368073s, input_fired_time: 0.1527853310, output_fired_time: 0.0000000000, propagate_forward_time: 17.4921398163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2874107361
validation[          , genome  7154] predictions:    9819/  10000 (98.19%), best:    9832/10000 (98.32%), error:       590.77216, best error:       568.24585 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 280.0887145996s, input_fired_time: 8.4281806946, output_fired_time: 4.9482588768, propagate_forward_time: 77.8385086060, propagate_backward_time: 185.2417449951, weight_update_time: 0.1094384417, other_time: 3.6320037842
epoch time: 17.0331916809s, input_fired_time: 0.1522336900, output_fired_time: 0.0000000000, propagate_forward_time: 16.5937671661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2871913910
validation[          , genome  7154] predictions:    9828/  10000 (98.28%), best:    9832/10000 (98.32%), error:       569.95526, best error:       568.24585 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 280.1228027344s, input_fired_time: 4.4221920967, output_fired_time: 2.9409990311, propagate_forward_time: 82.0311431885, propagate_backward_time: 189.0997924805, weight_update_time: 0.1096268967, other_time: 1.6286773682
epoch time: 18.0330657959s, input_fired_time: 0.1524234861, output_fired_time: 0.0000000000, propagate_forward_time: 17.5938663483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2867755890
validation[          , genome  7154] predictions:    9789/  10000 (97.89%), best:    9832/10000 (98.32%), error:       662.01276, best error:       568.24585 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 280.1088256836s, input_fired_time: 1.4096077681, output_fired_time: 3.9425373077, propagate_forward_time: 78.6072921753, propagate_backward_time: 192.5196685791, weight_update_time: 0.1095885485, other_time: 3.6297149658
epoch time: 18.0257625580s, input_fired_time: 0.1527072191, output_fired_time: 0.0000000000, propagate_forward_time: 17.5860557556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2869987488
validation[          , genome  7154] predictions:    9820/  10000 (98.20%), best:    9832/10000 (98.32%), error:       599.76788, best error:       568.24585 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 279.4520263672s, input_fired_time: 3.4113667011, output_fired_time: 2.9404709339, propagate_forward_time: 87.8872985840, propagate_backward_time: 180.5864257813, weight_update_time: 0.1094153151, other_time: 4.6264648438
epoch time: 18.0311737061s, input_fired_time: 2.1588766575, output_fired_time: 0.0000000000, propagate_forward_time: 15.5860176086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2862796783
validation[          , genome  7154] predictions:    9815/  10000 (98.15%), best:    9832/10000 (98.32%), error:       611.32953, best error:       568.24585 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 282.3879394531s, input_fired_time: 3.4154586792, output_fired_time: 0.9343773723, propagate_forward_time: 92.0344543457, propagate_backward_time: 180.3660430908, weight_update_time: 0.1100724488, other_time: 5.6375885010
epoch time: 17.0398654938s, input_fired_time: 0.1534338892, output_fired_time: 0.0000000000, propagate_forward_time: 16.5994491577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2869815826
validation[          , genome  7154] predictions:    9831/  10000 (98.31%), best:    9832/10000 (98.32%), error:       572.38483, best error:       568.24585 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 279.9411621094s, input_fired_time: 3.4114868641, output_fired_time: 0.9346091747, propagate_forward_time: 85.8494033813, propagate_backward_time: 186.1162109375, weight_update_time: 0.1093632504, other_time: 3.6294555664
epoch time: 17.0278034210s, input_fired_time: 0.1525378078, output_fired_time: 0.0000000000, propagate_forward_time: 15.5841894150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2910757065
validation[          , genome  7154] predictions:    9793/  10000 (97.93%), best:    9832/10000 (98.32%), error:       643.70367, best error:       568.24585 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 280.0807189941s, input_fired_time: 3.4150898457, output_fired_time: 1.9381748438, propagate_forward_time: 83.9782180786, propagate_backward_time: 186.1130981445, weight_update_time: 0.1092186868, other_time: 4.6361389160
epoch time: 18.0385837555s, input_fired_time: 2.1614046097, output_fired_time: 0.0000000000, propagate_forward_time: 15.5905752182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2866039276
validation[          , genome  7154] predictions:    9758/  10000 (97.58%), best:    9832/10000 (98.32%), error:       746.93048, best error:       568.24585 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 279.8878173828s, input_fired_time: 3.4178748131, output_fired_time: 0.9348254204, propagate_forward_time: 89.8279953003, propagate_backward_time: 184.0789031982, weight_update_time: 0.1097857505, other_time: 1.6282196045
epoch time: 17.0359554291s, input_fired_time: 0.1527162194, output_fired_time: 0.0000000000, propagate_forward_time: 16.5951747894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2880649567
validation[          , genome  7154] predictions:    9815/  10000 (98.15%), best:    9832/10000 (98.32%), error:       599.21667, best error:       568.24585 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 281.0944824219s, input_fired_time: 4.4220733643, output_fired_time: 2.9411990643, propagate_forward_time: 87.7988433838, propagate_backward_time: 183.3045349121, weight_update_time: 0.1092019156, other_time: 2.6278533936
epoch time: 17.0572280884s, input_fired_time: 0.1535294354, output_fired_time: 0.0000000000, propagate_forward_time: 15.6118412018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2918567657
validation[          , genome  7154] predictions:    9825/  10000 (98.25%), best:    9832/10000 (98.32%), error:       590.00446, best error:       568.24585 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 280.2463378906s, input_fired_time: 2.4137339592, output_fired_time: 0.9341427088, propagate_forward_time: 80.8813552856, propagate_backward_time: 190.3734741211, weight_update_time: 0.1097699478, other_time: 5.6436462402
epoch time: 17.0409164429s, input_fired_time: 0.1529363692, output_fired_time: 0.0000000000, propagate_forward_time: 16.6002712250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2877082825
validation[          , genome  7154] predictions:    9824/  10000 (98.24%), best:    9832/10000 (98.32%), error:       629.75342, best error:       568.24585 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 280.0360412598s, input_fired_time: 4.4218578339, output_fired_time: 0.9349498749, propagate_forward_time: 84.8841018677, propagate_backward_time: 187.1652984619, weight_update_time: 0.1094878167, other_time: 2.6298675537
epoch time: 18.0481548309s, input_fired_time: 0.1538549513, output_fired_time: 0.0000000000, propagate_forward_time: 17.6071414948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2871589661
validation[          , genome  7154] predictions:    9803/  10000 (98.03%), best:    9832/10000 (98.32%), error:       658.45343, best error:       568.24585 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 280.1093750000s, input_fired_time: 3.4206943512, output_fired_time: 0.9343436956, propagate_forward_time: 79.7155380249, propagate_backward_time: 189.3966522217, weight_update_time: 2.1177358627, other_time: 6.6421356201
epoch time: 17.9614868164s, input_fired_time: 0.1546370536, output_fired_time: 0.0000000000, propagate_forward_time: 17.5202102661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2866401672
validation[          , genome  7154] predictions:    9823/  10000 (98.23%), best:    9823/10000 (98.23%), error:       568.00702, best error:       568.00702 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 281.1962585449s, input_fired_time: 3.4231863022, output_fired_time: 0.9346649647, propagate_forward_time: 81.0534973145, propagate_backward_time: 193.1550903320, weight_update_time: 0.1101312488, other_time: 2.6298217773
epoch time: 18.0722827911s, input_fired_time: 0.1546280235, output_fired_time: 0.0000000000, propagate_forward_time: 17.6300086975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2876453400
validation[          , genome  7154] predictions:    9825/  10000 (98.25%), best:    9823/10000 (98.23%), error:       592.18396, best error:       568.00702 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 280.1301574707s, input_fired_time: 2.4234752655, output_fired_time: 0.9358170629, propagate_forward_time: 70.0321044922, propagate_backward_time: 204.1085968018, weight_update_time: 0.1101316586, other_time: 2.6301727295
epoch time: 17.0470695496s, input_fired_time: 0.1548431814, output_fired_time: 0.0000000000, propagate_forward_time: 16.6057777405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2864494324
validation[          , genome  7154] predictions:    9816/  10000 (98.16%), best:    9823/10000 (98.23%), error:       605.91577, best error:       568.00702 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 280.6120300293s, input_fired_time: 6.4345054626, output_fired_time: 2.9429976940, propagate_forward_time: 66.9670715332, propagate_backward_time: 201.6359710693, weight_update_time: 0.1093017906, other_time: 2.6314849854
epoch time: 17.0593204498s, input_fired_time: 0.1549996734, output_fired_time: 0.0000000000, propagate_forward_time: 16.6128578186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2914638519
validation[          , genome  7154] predictions:    9813/  10000 (98.13%), best:    9823/10000 (98.23%), error:       583.08984, best error:       568.00702 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 278.9140014648s, input_fired_time: 6.4312462807, output_fired_time: 1.9367175102, propagate_forward_time: 77.6549835205, propagate_backward_time: 189.2634277344, weight_update_time: 0.1094400808, other_time: 3.6276397705
epoch time: 16.9290561676s, input_fired_time: 0.1545729637, output_fired_time: 0.0000000000, propagate_forward_time: 16.4877433777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2867393494
validation[          , genome  7154] predictions:    9823/  10000 (98.23%), best:    9823/10000 (98.23%), error:       584.76807, best error:       568.00702 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 279.9979858398s, input_fired_time: 1.4152880907, output_fired_time: 2.9382412434, propagate_forward_time: 82.7773742676, propagate_backward_time: 190.2419891357, weight_update_time: 0.1089341640, other_time: 2.6251068115
epoch time: 17.9419040680s, input_fired_time: 0.1547010094, output_fired_time: 0.0000000000, propagate_forward_time: 17.5002784729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2869243622
validation[          , genome  7154] predictions:    9830/  10000 (98.30%), best:    9823/10000 (98.23%), error:       573.06799, best error:       568.00702 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 280.1267395020s, input_fired_time: 1.4180395603, output_fired_time: 5.8508648872, propagate_forward_time: 97.9428482056, propagate_backward_time: 171.2859649658, weight_update_time: 0.1102493927, other_time: 3.6290435791
epoch time: 16.9296379089s, input_fired_time: 0.1528970599, output_fired_time: 0.0000000000, propagate_forward_time: 16.4887275696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2880134583
validation[          , genome  7154] predictions:    9754/  10000 (97.54%), best:    9823/10000 (98.23%), error:       793.77936, best error:       568.00702 on epoch:    94, 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: 84.9997253418s, input_fired_time: 1.7782589197, output_fired_time: 0.0000000000, propagate_forward_time: 80.7363967896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4850692749
best training[          , genome  7154] predictions:   49898/  50000 (99.80%), best:    9823/10000 (98.23%), error:       645.50897, best error:       568.00702 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 18.0340213776s, input_fired_time: 0.1518854499, output_fired_time: 0.0000000000, propagate_forward_time: 17.5947456360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2873897552
   testing[          , genome  7154] predictions:    9828/  10000 (98.28%), best:    9823/10000 (98.23%), error:       551.87097, best error:       568.00702 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:57:56 (8652): called boinc_finish(0)

</stderr_txt>
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