Nameexact_genome_1512568488_42_4721_0
Workunit2594838
Created7 Dec 2017, 11:25:17 UTC
Sent7 Dec 2017, 11:26:53 UTC
Report deadline11 Dec 2017, 4:17:02 UTC
Received7 Dec 2017, 13:31:37 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time2 hours 4 min 15 sec
CPU time2 hours 3 min 56 sec
Validate stateValid
Credit925.37
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.07 MB
Peak swap size157.85 MB
Peak disk usage2.05 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0571105294, output_fired_time: 0.0000000000, propagate_forward_time: 5.2516961098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023938179
validation[          , genome  4721] predictions:    9441/  10000 (94.41%), best:    9601/10000 (96.01%), error:      1764.15820, best error:      1349.78540 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 66.8626480103s, input_fired_time: 0.4674224257, output_fired_time: 0.4414654374, propagate_forward_time: 25.8710460663, propagate_backward_time: 37.7947998047, weight_update_time: 0.1253268719, other_time: 2.2879104614
epoch time: 5.7124943733s, input_fired_time: 0.0573189184, output_fired_time: 0.0000000000, propagate_forward_time: 5.2482743263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4069013596
validation[          , genome  4721] predictions:    9614/  10000 (96.14%), best:    9614/10000 (96.14%), error:      1333.38306, best error:      1333.38306 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 67.5370635986s, input_fired_time: 0.4686344266, output_fired_time: 0.4443360865, propagate_forward_time: 26.1387844086, propagate_backward_time: 38.1867027283, weight_update_time: 0.1262382120, other_time: 2.2986030579
epoch time: 5.6351594925s, input_fired_time: 0.0575518794, output_fired_time: 0.0000000000, propagate_forward_time: 5.1701135635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074940681
validation[          , genome  4721] predictions:    9439/  10000 (94.39%), best:    9614/10000 (96.14%), error:      1761.04553, best error:      1333.38306 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 67.5669326782s, input_fired_time: 0.4702028334, output_fired_time: 0.4463528991, propagate_forward_time: 26.1632003784, propagate_backward_time: 38.1917991638, weight_update_time: 0.1263780296, other_time: 2.2953834534
epoch time: 5.7273559570s, input_fired_time: 0.0578452684, output_fired_time: 0.0000000000, propagate_forward_time: 5.2631258965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063849449
validation[          , genome  4721] predictions:    9508/  10000 (95.08%), best:    9614/10000 (96.14%), error:      1575.64380, best error:      1333.38306 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 67.8437500000s, input_fired_time: 0.4699886441, output_fired_time: 0.4453558624, propagate_forward_time: 26.1993808746, propagate_backward_time: 38.4219970703, weight_update_time: 0.1267737597, other_time: 2.3070297241
epoch time: 5.7689447403s, input_fired_time: 0.0578032881, output_fired_time: 0.0000000000, propagate_forward_time: 5.2978253365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133162498
validation[          , genome  4721] predictions:    9559/  10000 (95.59%), best:    9614/10000 (96.14%), error:      1487.42053, best error:      1333.38306 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 67.5019454956s, input_fired_time: 0.4691058099, output_fired_time: 0.4440810382, propagate_forward_time: 26.1510639191, propagate_backward_time: 38.1468467712, weight_update_time: 0.1264450550, other_time: 2.2908439636
epoch time: 5.7237062454s, input_fired_time: 0.0583152734, output_fired_time: 0.0000000000, propagate_forward_time: 5.2512302399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4141607285
validation[          , genome  4721] predictions:    9580/  10000 (95.80%), best:    9614/10000 (96.14%), error:      1387.05847, best error:      1333.38306 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 67.5890426636s, input_fired_time: 0.4686588347, output_fired_time: 0.4446007609, propagate_forward_time: 26.1634254456, propagate_backward_time: 38.2437133789, weight_update_time: 0.1255808175, other_time: 2.2686424255
epoch time: 5.7014245987s, input_fired_time: 0.0574187711, output_fired_time: 0.0000000000, propagate_forward_time: 5.2327446938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112610817
validation[          , genome  4721] predictions:    9424/  10000 (94.24%), best:    9614/10000 (96.14%), error:      1784.18811, best error:      1333.38306 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 67.4644393921s, input_fired_time: 0.4703579545, output_fired_time: 0.4448987544, propagate_forward_time: 26.1275177002, propagate_backward_time: 38.1226043701, weight_update_time: 0.1265828460, other_time: 2.2990570068
epoch time: 5.7677211761s, input_fired_time: 0.0591825955, output_fired_time: 0.0000000000, propagate_forward_time: 5.2947611809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4137773514
validation[          , genome  4721] predictions:    9469/  10000 (94.69%), best:    9614/10000 (96.14%), error:      1822.79419, best error:      1333.38306 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 67.4670257568s, input_fired_time: 0.4696671367, output_fired_time: 0.4453934431, propagate_forward_time: 26.1353282928, propagate_backward_time: 38.1339378357, weight_update_time: 0.1255352497, other_time: 2.2826957703
epoch time: 5.7504310608s, input_fired_time: 0.0581616722, output_fired_time: 0.0000000000, propagate_forward_time: 5.2786612511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4136080742
validation[          , genome  4721] predictions:    9496/  10000 (94.96%), best:    9614/10000 (96.14%), error:      1629.19824, best error:      1333.38306 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 67.3193740845s, input_fired_time: 0.4713625312, output_fired_time: 0.4441092908, propagate_forward_time: 26.0730743408, propagate_backward_time: 38.0466804504, weight_update_time: 0.1253294498, other_time: 2.2841529846
epoch time: 5.4697127342s, input_fired_time: 0.0564807728, output_fired_time: 0.0000000000, propagate_forward_time: 5.0133452415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998866081
validation[          , genome  4721] predictions:    9655/  10000 (96.55%), best:    9655/10000 (96.55%), error:      1127.65942, best error:      1127.65942 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 67.1276626587s, input_fired_time: 0.4702315331, output_fired_time: 0.4426503479, propagate_forward_time: 26.0039539337, propagate_backward_time: 37.9089927673, weight_update_time: 0.1259197891, other_time: 2.3018379211
epoch time: 5.6131029129s, input_fired_time: 0.0577771589, output_fired_time: 0.0000000000, propagate_forward_time: 5.1440410614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112849236
validation[          , genome  4721] predictions:    9528/  10000 (95.28%), best:    9655/10000 (96.55%), error:      1473.09985, best error:      1127.65942 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 67.4167022705s, input_fired_time: 0.4706145525, output_fired_time: 0.4423409402, propagate_forward_time: 26.1507453918, propagate_backward_time: 38.0459823608, weight_update_time: 0.1263744235, other_time: 2.3070182800
epoch time: 5.7294487953s, input_fired_time: 0.0579661094, output_fired_time: 0.0000000000, propagate_forward_time: 5.2657599449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4057226181
validation[          , genome  4721] predictions:    9552/  10000 (95.52%), best:    9655/10000 (96.55%), error:      1429.74414, best error:      1127.65942 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 67.5714111328s, input_fired_time: 0.4711357057, output_fired_time: 0.4451365769, propagate_forward_time: 26.1297054291, propagate_backward_time: 38.2381782532, weight_update_time: 0.1259494573, other_time: 2.2872505188
epoch time: 5.7200818062s, input_fired_time: 0.0582097992, output_fired_time: 0.0000000000, propagate_forward_time: 5.2547903061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4070816040
validation[          , genome  4721] predictions:    9562/  10000 (95.62%), best:    9655/10000 (96.55%), error:      1378.56812, best error:      1127.65942 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 67.6106491089s, input_fired_time: 0.4716135561, output_fired_time: 0.4463428259, propagate_forward_time: 26.1152591705, propagate_backward_time: 38.2838363647, weight_update_time: 0.1260472685, other_time: 2.2936019897
epoch time: 5.5496435165s, input_fired_time: 0.0575913154, output_fired_time: 0.0000000000, propagate_forward_time: 5.0890126228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030394554
validation[          , genome  4721] predictions:    9575/  10000 (95.75%), best:    9655/10000 (96.55%), error:      1434.52991, best error:      1127.65942 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 67.7560653687s, input_fired_time: 0.4726710320, output_fired_time: 0.4463249445, propagate_forward_time: 26.2161865234, propagate_backward_time: 38.3191604614, weight_update_time: 0.1264793724, other_time: 2.3017196655
epoch time: 5.5745911598s, input_fired_time: 0.0573926531, output_fired_time: 0.0000000000, propagate_forward_time: 5.1145048141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4026937485
validation[          , genome  4721] predictions:    9597/  10000 (95.97%), best:    9655/10000 (96.55%), error:      1303.40076, best error:      1127.65942 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 67.5149230957s, input_fired_time: 0.4716092050, output_fired_time: 0.4441812038, propagate_forward_time: 26.0288581848, propagate_backward_time: 38.2611389160, weight_update_time: 0.1269678175, other_time: 2.3091316223
epoch time: 5.7661886215s, input_fired_time: 0.0584458411, output_fired_time: 0.0000000000, propagate_forward_time: 5.3051137924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4026288986
validation[          , genome  4721] predictions:    9604/  10000 (96.04%), best:    9655/10000 (96.55%), error:      1260.25720, best error:      1127.65942 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 67.5641174316s, input_fired_time: 0.4727909565, output_fired_time: 0.4447290003, propagate_forward_time: 26.1833343506, propagate_backward_time: 38.1674346924, weight_update_time: 0.1264895648, other_time: 2.2958221436
epoch time: 5.7146954536s, input_fired_time: 0.0584284365, output_fired_time: 0.0000000000, propagate_forward_time: 5.2503619194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4059052467
validation[          , genome  4721] predictions:    9601/  10000 (96.01%), best:    9655/10000 (96.55%), error:      1274.95093, best error:      1127.65942 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 67.7913665771s, input_fired_time: 0.4721499085, output_fired_time: 0.4468806386, propagate_forward_time: 26.2633209229, propagate_backward_time: 38.3189811707, weight_update_time: 0.1264379025, other_time: 2.2900276184
epoch time: 5.6822190285s, input_fired_time: 0.0574459098, output_fired_time: 0.0000000000, propagate_forward_time: 5.2195386887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4052343369
validation[          , genome  4721] predictions:    9517/  10000 (95.17%), best:    9655/10000 (96.55%), error:      1655.11365, best error:      1127.65942 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 67.3625335693s, input_fired_time: 0.4716404676, output_fired_time: 0.4441421330, propagate_forward_time: 26.0654563904, propagate_backward_time: 38.0862579346, weight_update_time: 0.1258542240, other_time: 2.2950325012
epoch time: 5.6902451515s, input_fired_time: 0.0581278875, output_fired_time: 0.0000000000, propagate_forward_time: 5.2259850502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4061322212
validation[          , genome  4721] predictions:    9596/  10000 (95.96%), best:    9655/10000 (96.55%), error:      1370.93311, best error:      1127.65942 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 67.1262512207s, input_fired_time: 0.4711197317, output_fired_time: 0.4434438050, propagate_forward_time: 25.9580688477, propagate_backward_time: 37.9641799927, weight_update_time: 0.1254896820, other_time: 2.2894363403
epoch time: 5.7160596848s, input_fired_time: 0.0578504056, output_fired_time: 0.0000000000, propagate_forward_time: 5.2499489784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082603455
validation[          , genome  4721] predictions:    9565/  10000 (95.65%), best:    9655/10000 (96.55%), error:      1363.51746, best error:      1127.65942 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 67.4919433594s, input_fired_time: 0.4727894664, output_fired_time: 0.4434016645, propagate_forward_time: 26.2071189880, propagate_backward_time: 38.0796432495, weight_update_time: 0.1262719929, other_time: 2.2889900208
epoch time: 5.7380042076s, input_fired_time: 0.0591493323, output_fired_time: 0.0000000000, propagate_forward_time: 5.2695732117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4092817307
validation[          , genome  4721] predictions:    9622/  10000 (96.22%), best:    9655/10000 (96.55%), error:      1190.90991, best error:      1127.65942 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 67.4953384399s, input_fired_time: 0.4725616276, output_fired_time: 0.4435490966, propagate_forward_time: 26.1490039825, propagate_backward_time: 38.1418228149, weight_update_time: 0.1258956939, other_time: 2.2883987427
epoch time: 5.5071253777s, input_fired_time: 0.0568309873, output_fired_time: 0.0000000000, propagate_forward_time: 5.0459885597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043059349
validation[          , genome  4721] predictions:    9557/  10000 (95.57%), best:    9655/10000 (96.55%), error:      1442.55542, best error:      1127.65942 on epoch:    23, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 67.3706359863s, input_fired_time: 0.4739190936, output_fired_time: 0.4451407194, propagate_forward_time: 26.0507926941, propagate_backward_time: 38.1021766663, weight_update_time: 0.1257559210, other_time: 2.2986068726
epoch time: 5.6709237099s, input_fired_time: 0.0584642664, output_fired_time: 0.0000000000, propagate_forward_time: 5.2052097321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4072499275
validation[          , genome  4721] predictions:    9592/  10000 (95.92%), best:    9655/10000 (96.55%), error:      1303.48511, best error:      1127.65942 on epoch:    23, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 67.4346313477s, input_fired_time: 0.4728171229, output_fired_time: 0.4446096718, propagate_forward_time: 26.1125946045, propagate_backward_time: 38.1232833862, weight_update_time: 0.1258746982, other_time: 2.2813262939
epoch time: 5.7499027252s, input_fired_time: 0.0583383180, output_fired_time: 0.0000000000, propagate_forward_time: 5.2842407227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073238373
validation[          , genome  4721] predictions:    9641/  10000 (96.41%), best:    9655/10000 (96.55%), error:      1155.66687, best error:      1127.65942 on epoch:    23, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 66.9379043579s, input_fired_time: 0.4722513258, output_fired_time: 0.4416875839, propagate_forward_time: 25.9035167694, propagate_backward_time: 37.8254776001, weight_update_time: 0.1254369617, other_time: 2.2949676514
epoch time: 5.6265506744s, input_fired_time: 0.0578974895, output_fired_time: 0.0000000000, propagate_forward_time: 5.1604685783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4081845284
validation[          , genome  4721] predictions:    9648/  10000 (96.48%), best:    9655/10000 (96.55%), error:      1203.26953, best error:      1127.65942 on epoch:    23, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 67.1068191528s, input_fired_time: 0.4700058699, output_fired_time: 0.4423304498, propagate_forward_time: 25.9396228790, propagate_backward_time: 37.9784469604, weight_update_time: 0.1250191480, other_time: 2.2764129639
epoch time: 5.7444200516s, input_fired_time: 0.0589783229, output_fired_time: 0.0000000000, propagate_forward_time: 5.2787184715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067230225
validation[          , genome  4721] predictions:    9640/  10000 (96.40%), best:    9655/10000 (96.55%), error:      1184.91638, best error:      1127.65942 on epoch:    23, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 67.5185852051s, input_fired_time: 0.4742779434, output_fired_time: 0.4450799227, propagate_forward_time: 26.1698265076, propagate_backward_time: 38.1469268799, weight_update_time: 0.1256924272, other_time: 2.2824668884
epoch time: 5.7275195122s, input_fired_time: 0.0589701347, output_fired_time: 0.0000000000, propagate_forward_time: 5.2612376213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073119164
validation[          , genome  4721] predictions:    9621/  10000 (96.21%), best:    9655/10000 (96.55%), error:      1235.34558, best error:      1127.65942 on epoch:    23, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 67.9125366211s, input_fired_time: 0.4765452147, output_fired_time: 0.4469822049, propagate_forward_time: 26.2697658539, propagate_backward_time: 38.4066963196, weight_update_time: 0.1270650923, other_time: 2.3125419617
epoch time: 5.6995592117s, input_fired_time: 0.0588917807, output_fired_time: 0.0000000000, propagate_forward_time: 5.2306590080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4100084305
validation[          , genome  4721] predictions:    9659/  10000 (96.59%), best:    9655/10000 (96.55%), error:      1148.76514, best error:      1127.65942 on epoch:    23, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 67.6544342041s, input_fired_time: 0.4757263362, output_fired_time: 0.4459173977, propagate_forward_time: 26.1503677368, propagate_backward_time: 38.2846679688, weight_update_time: 0.1268828064, other_time: 2.2977600098
epoch time: 5.7461609840s, input_fired_time: 0.0595246181, output_fired_time: 0.0000000000, propagate_forward_time: 5.2758646011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107718468
validation[          , genome  4721] predictions:    9612/  10000 (96.12%), best:    9655/10000 (96.55%), error:      1235.35107, best error:      1127.65942 on epoch:    23, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 67.3036041260s, input_fired_time: 0.4745291770, output_fired_time: 0.4444051385, propagate_forward_time: 26.0645351410, propagate_backward_time: 38.0185203552, weight_update_time: 0.1259996295, other_time: 2.3016166687
epoch time: 5.7436141968s, input_fired_time: 0.0591457449, output_fired_time: 0.0000000000, propagate_forward_time: 5.2721819878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122862816
validation[          , genome  4721] predictions:    9616/  10000 (96.16%), best:    9655/10000 (96.55%), error:      1323.39417, best error:      1127.65942 on epoch:    23, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 67.7181777954s, input_fired_time: 0.4742904902, output_fired_time: 0.4468545020, propagate_forward_time: 26.1719226837, propagate_backward_time: 38.3286361694, weight_update_time: 0.1261363328, other_time: 2.2964782715
epoch time: 5.6409430504s, input_fired_time: 0.0582359098, output_fired_time: 0.0000000000, propagate_forward_time: 5.1732730865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4094338417
validation[          , genome  4721] predictions:    9643/  10000 (96.43%), best:    9655/10000 (96.55%), error:      1259.97937, best error:      1127.65942 on epoch:    23, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 67.7749710083s, input_fired_time: 0.4744321108, output_fired_time: 0.4458594918, propagate_forward_time: 26.2149639130, propagate_backward_time: 38.3395805359, weight_update_time: 0.1265556812, other_time: 2.3001289368
epoch time: 5.7199068069s, input_fired_time: 0.0586455092, output_fired_time: 0.0000000000, propagate_forward_time: 5.2553839684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4058771133
validation[          , genome  4721] predictions:    9589/  10000 (95.89%), best:    9655/10000 (96.55%), error:      1361.44507, best error:      1127.65942 on epoch:    23, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 67.2885894775s, input_fired_time: 0.4758647978, output_fired_time: 0.4426185489, propagate_forward_time: 26.0051441193, propagate_backward_time: 38.0682487488, weight_update_time: 0.1262167245, other_time: 2.2967109680
epoch time: 5.6972689629s, input_fired_time: 0.0584699027, output_fired_time: 0.0000000000, propagate_forward_time: 5.2363066673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4024925232
validation[          , genome  4721] predictions:    9564/  10000 (95.64%), best:    9655/10000 (96.55%), error:      1407.24500, best error:      1127.65942 on epoch:    23, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 67.7387542725s, input_fired_time: 0.4749669731, output_fired_time: 0.4460180998, propagate_forward_time: 26.2173748016, propagate_backward_time: 38.3115692139, weight_update_time: 0.1263938695, other_time: 2.2888259888
epoch time: 5.6821570396s, input_fired_time: 0.0591831170, output_fired_time: 0.0000000000, propagate_forward_time: 5.2055058479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4174680710
validation[          , genome  4721] predictions:    9675/  10000 (96.75%), best:    9675/10000 (96.75%), error:      1071.17114, best error:      1071.17114 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 67.4378280640s, input_fired_time: 0.4773789644, output_fired_time: 0.4435303211, propagate_forward_time: 26.1200981140, propagate_backward_time: 38.0992507935, weight_update_time: 0.1264813840, other_time: 2.2975730896
epoch time: 5.7171182632s, input_fired_time: 0.0593725480, output_fired_time: 0.0000000000, propagate_forward_time: 5.2520413399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4057044983
validation[          , genome  4721] predictions:    9631/  10000 (96.31%), best:    9675/10000 (96.75%), error:      1180.97534, best error:      1071.17114 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 67.6770401001s, input_fired_time: 0.4776970446, output_fired_time: 0.4468421042, propagate_forward_time: 26.2382564545, propagate_backward_time: 38.2052268982, weight_update_time: 0.1277214885, other_time: 2.3090171814
epoch time: 5.7597761154s, input_fired_time: 0.0600222833, output_fired_time: 0.0000000000, propagate_forward_time: 5.2911691666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4085845947
validation[          , genome  4721] predictions:    9646/  10000 (96.46%), best:    9675/10000 (96.75%), error:      1182.75134, best error:      1071.17114 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 67.4748916626s, input_fired_time: 0.4769270122, output_fired_time: 0.4437863529, propagate_forward_time: 26.1233615875, propagate_backward_time: 38.1236190796, weight_update_time: 0.1264005303, other_time: 2.3071975708
epoch time: 5.7113351822s, input_fired_time: 0.0584663153, output_fired_time: 0.0000000000, propagate_forward_time: 5.2444610596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4084076881
validation[          , genome  4721] predictions:    9540/  10000 (95.40%), best:    9675/10000 (96.75%), error:      1442.12646, best error:      1071.17114 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 67.7456207275s, input_fired_time: 0.4776533246, output_fired_time: 0.4468208253, propagate_forward_time: 26.2554626465, propagate_backward_time: 38.2682533264, weight_update_time: 0.1272330731, other_time: 2.2974281311
epoch time: 5.7270426750s, input_fired_time: 0.0595696606, output_fired_time: 0.0000000000, propagate_forward_time: 5.2586288452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4088439941
validation[          , genome  4721] predictions:    9580/  10000 (95.80%), best:    9675/10000 (96.75%), error:      1351.35901, best error:      1071.17114 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 67.2492675781s, input_fired_time: 0.4756224453, output_fired_time: 0.4422396123, propagate_forward_time: 25.9202919006, propagate_backward_time: 38.1254272461, weight_update_time: 0.1257446408, other_time: 2.2856864929
epoch time: 5.7301731110s, input_fired_time: 0.0589081608, output_fired_time: 0.0000000000, propagate_forward_time: 5.2673454285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4039196968
validation[          , genome  4721] predictions:    9627/  10000 (96.27%), best:    9675/10000 (96.75%), error:      1197.34473, best error:      1071.17114 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 67.0217742920s, input_fired_time: 0.4754304290, output_fired_time: 0.4422696829, propagate_forward_time: 25.8523063660, propagate_backward_time: 37.9485015869, weight_update_time: 0.1261163801, other_time: 2.3032646179
epoch time: 5.7366623878s, input_fired_time: 0.0593658835, output_fired_time: 0.0000000000, propagate_forward_time: 5.2686657906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4086308479
validation[          , genome  4721] predictions:    9666/  10000 (96.66%), best:    9675/10000 (96.75%), error:      1106.94519, best error:      1071.17114 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 67.4932861328s, input_fired_time: 0.4775117934, output_fired_time: 0.4445107281, propagate_forward_time: 26.1490402222, propagate_backward_time: 38.1215858459, weight_update_time: 0.1261194795, other_time: 2.3006401062
epoch time: 5.6645817757s, input_fired_time: 0.0588559285, output_fired_time: 0.0000000000, propagate_forward_time: 5.2032823563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4024434090
validation[          , genome  4721] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1059.17590, best error:      1059.17590 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 67.5585403442s, input_fired_time: 0.4766141176, output_fired_time: 0.4440278709, propagate_forward_time: 26.1296329498, propagate_backward_time: 38.2170104980, weight_update_time: 0.1262167245, other_time: 2.2912521362
epoch time: 5.7731714249s, input_fired_time: 0.0592056476, output_fired_time: 0.0000000000, propagate_forward_time: 5.3092670441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4046988487
validation[          , genome  4721] predictions:    9572/  10000 (95.72%), best:    9677/10000 (96.77%), error:      1476.67151, best error:      1059.17590 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 67.3277969360s, input_fired_time: 0.4765805006, output_fired_time: 0.4442577958, propagate_forward_time: 26.0760879517, propagate_backward_time: 38.0480422974, weight_update_time: 0.1257892102, other_time: 2.2828292847
epoch time: 5.6547784805s, input_fired_time: 0.0593623146, output_fired_time: 0.0000000000, propagate_forward_time: 5.1809711456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4144449234
validation[          , genome  4721] predictions:    9633/  10000 (96.33%), best:    9677/10000 (96.77%), error:      1174.23975, best error:      1059.17590 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 67.5525512695s, input_fired_time: 0.4777667820, output_fired_time: 0.4448767304, propagate_forward_time: 26.1451568604, propagate_backward_time: 38.1799392700, weight_update_time: 0.1264543086, other_time: 2.3048095703
epoch time: 5.6335358620s, input_fired_time: 0.0590919890, output_fired_time: 0.0000000000, propagate_forward_time: 5.1706943512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037494659
validation[          , genome  4721] predictions:    9635/  10000 (96.35%), best:    9677/10000 (96.77%), error:      1217.82104, best error:      1059.17590 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 67.9982910156s, input_fired_time: 0.4788906872, output_fired_time: 0.4467758834, propagate_forward_time: 26.2910461426, propagate_backward_time: 38.4869079590, weight_update_time: 0.1268879324, other_time: 2.2946701050
epoch time: 5.7065987587s, input_fired_time: 0.0595036261, output_fired_time: 0.0000000000, propagate_forward_time: 5.2371816635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4099135399
validation[          , genome  4721] predictions:    9602/  10000 (96.02%), best:    9677/10000 (96.77%), error:      1336.96631, best error:      1059.17590 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 67.1666717529s, input_fired_time: 0.4752112925, output_fired_time: 0.4448962212, propagate_forward_time: 25.9960136414, propagate_backward_time: 37.9783363342, weight_update_time: 0.1253918856, other_time: 2.2722167969
epoch time: 5.7416634560s, input_fired_time: 0.0597560406, output_fired_time: 0.0000000000, propagate_forward_time: 5.2781996727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037079811
validation[          , genome  4721] predictions:    9659/  10000 (96.59%), best:    9677/10000 (96.77%), error:      1134.33362, best error:      1059.17590 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 67.3670425415s, input_fired_time: 0.4780939817, output_fired_time: 0.4442412555, propagate_forward_time: 26.0934734344, propagate_backward_time: 38.0711441040, weight_update_time: 0.1253806353, other_time: 2.2800827026
epoch time: 5.7117862701s, input_fired_time: 0.0592455864, output_fired_time: 0.0000000000, propagate_forward_time: 5.2539534569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3985872269
validation[          , genome  4721] predictions:    9658/  10000 (96.58%), best:    9677/10000 (96.77%), error:      1158.52673, best error:      1059.17590 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 67.7673797607s, input_fired_time: 0.4769627750, output_fired_time: 0.4454928637, propagate_forward_time: 26.2225456238, propagate_backward_time: 38.3582382202, weight_update_time: 0.1258905530, other_time: 2.2641410828
epoch time: 5.5130724907s, input_fired_time: 0.0582005642, output_fired_time: 0.0000000000, propagate_forward_time: 5.0511665344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037055969
validation[          , genome  4721] predictions:    9662/  10000 (96.62%), best:    9677/10000 (96.77%), error:      1148.13855, best error:      1059.17590 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 67.6522979736s, input_fired_time: 0.4767548144, output_fired_time: 0.4467604756, propagate_forward_time: 26.1492614746, propagate_backward_time: 38.3059005737, weight_update_time: 0.1263954192, other_time: 2.2736206055
epoch time: 5.7214784622s, input_fired_time: 0.0594933815, output_fired_time: 0.0000000000, propagate_forward_time: 5.2531156540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4088692665
validation[          , genome  4721] predictions:    9655/  10000 (96.55%), best:    9677/10000 (96.77%), error:      1132.22021, best error:      1059.17590 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 67.2548522949s, input_fired_time: 0.4786325097, output_fired_time: 0.4437418580, propagate_forward_time: 26.0487785339, propagate_backward_time: 37.9955024719, weight_update_time: 0.1256494373, other_time: 2.2882003784
epoch time: 5.6722846031s, input_fired_time: 0.0591411293, output_fired_time: 0.0000000000, propagate_forward_time: 5.2100200653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4031233788
validation[          , genome  4721] predictions:    9583/  10000 (95.83%), best:    9677/10000 (96.77%), error:      1330.96350, best error:      1059.17590 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 66.7940902710s, input_fired_time: 0.4754098952, output_fired_time: 0.4406757653, propagate_forward_time: 25.8727798462, propagate_backward_time: 37.7321357727, weight_update_time: 0.1246254519, other_time: 2.2730903625
epoch time: 5.7081522942s, input_fired_time: 0.0599546880, output_fired_time: 0.0000000000, propagate_forward_time: 5.2434706688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4047269821
validation[          , genome  4721] predictions:    9640/  10000 (96.40%), best:    9677/10000 (96.77%), error:      1232.49304, best error:      1059.17590 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 67.7436904907s, input_fired_time: 0.4799313843, output_fired_time: 0.4455378056, propagate_forward_time: 26.2221374512, propagate_backward_time: 38.2994308472, weight_update_time: 0.1266964525, other_time: 2.2966461182
epoch time: 5.7576832771s, input_fired_time: 0.0595118105, output_fired_time: 0.0000000000, propagate_forward_time: 5.2933363914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4048352242
validation[          , genome  4721] predictions:    9680/  10000 (96.80%), best:    9677/10000 (96.77%), error:      1099.11780, best error:      1059.17590 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 67.2426223755s, input_fired_time: 0.4769602418, output_fired_time: 0.4421777129, propagate_forward_time: 26.0010852814, propagate_backward_time: 38.0314979553, weight_update_time: 0.1261281371, other_time: 2.2909049988
epoch time: 5.7124190331s, input_fired_time: 0.0599971972, output_fired_time: 0.0000000000, propagate_forward_time: 5.2474403381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049816132
validation[          , genome  4721] predictions:    9542/  10000 (95.42%), best:    9677/10000 (96.77%), error:      1501.69702, best error:      1059.17590 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 67.7440032959s, input_fired_time: 0.4806403816, output_fired_time: 0.4466312528, propagate_forward_time: 26.2848587036, propagate_backward_time: 38.2343673706, weight_update_time: 0.1263175905, other_time: 2.2975082397
epoch time: 5.6828503609s, input_fired_time: 0.0596833266, output_fired_time: 0.0000000000, propagate_forward_time: 5.2159719467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4071950912
validation[          , genome  4721] predictions:    9657/  10000 (96.57%), best:    9677/10000 (96.77%), error:      1139.28198, best error:      1059.17590 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 67.6825790405s, input_fired_time: 0.4800353646, output_fired_time: 0.4451430142, propagate_forward_time: 26.2132625580, propagate_backward_time: 38.2497787476, weight_update_time: 0.1262530535, other_time: 2.2943572998
epoch time: 5.6446723938s, input_fired_time: 0.0601400435, output_fired_time: 0.0000000000, propagate_forward_time: 5.1755819321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4089503288
validation[          , genome  4721] predictions:    9592/  10000 (95.92%), best:    9677/10000 (96.77%), error:      1291.77991, best error:      1059.17590 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 67.8413467407s, input_fired_time: 0.4801225066, output_fired_time: 0.4457771480, propagate_forward_time: 26.2816410065, propagate_backward_time: 38.3411712646, weight_update_time: 0.1264173985, other_time: 2.2926330566
epoch time: 5.7149200439s, input_fired_time: 0.0600816645, output_fired_time: 0.0000000000, propagate_forward_time: 5.2435421944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112963676
validation[          , genome  4721] predictions:    9636/  10000 (96.36%), best:    9677/10000 (96.77%), error:      1201.87878, best error:      1059.17590 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 67.9360961914s, input_fired_time: 0.4823610187, output_fired_time: 0.4468179941, propagate_forward_time: 26.2847175598, propagate_backward_time: 38.4088516235, weight_update_time: 0.1270067543, other_time: 2.3133506775
epoch time: 5.6887698174s, input_fired_time: 0.0600248389, output_fired_time: 0.0000000000, propagate_forward_time: 5.2205481529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4081969261
validation[          , genome  4721] predictions:    9649/  10000 (96.49%), best:    9677/10000 (96.77%), error:      1159.47498, best error:      1059.17590 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 67.4280395508s, input_fired_time: 0.4805578291, output_fired_time: 0.4438888431, propagate_forward_time: 26.0913639069, propagate_backward_time: 38.1063537598, weight_update_time: 0.1261634976, other_time: 2.3058776855
epoch time: 5.7262568474s, input_fired_time: 0.0596577302, output_fired_time: 0.0000000000, propagate_forward_time: 5.2623600960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042391777
validation[          , genome  4721] predictions:    9641/  10000 (96.41%), best:    9677/10000 (96.77%), error:      1242.08887, best error:      1059.17590 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 67.3719940186s, input_fired_time: 0.4791598618, output_fired_time: 0.4427258074, propagate_forward_time: 26.0754146576, propagate_backward_time: 38.0923309326, weight_update_time: 0.1261901259, other_time: 2.2823638916
epoch time: 5.7381129265s, input_fired_time: 0.0601743460, output_fired_time: 0.0000000000, propagate_forward_time: 5.2709436417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4069948196
validation[          , genome  4721] predictions:    9643/  10000 (96.43%), best:    9677/10000 (96.77%), error:      1151.19092, best error:      1059.17590 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 67.4168853760s, input_fired_time: 0.4810510874, output_fired_time: 0.4448816180, propagate_forward_time: 26.0580596924, propagate_backward_time: 38.1510581970, weight_update_time: 0.1258818656, other_time: 2.2818336487
epoch time: 5.6315398216s, input_fired_time: 0.0604119077, output_fired_time: 0.0000000000, propagate_forward_time: 5.1661500931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049777985
validation[          , genome  4721] predictions:    9672/  10000 (96.72%), best:    9677/10000 (96.77%), error:      1117.10486, best error:      1059.17590 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 67.8063583374s, input_fired_time: 0.4823764265, output_fired_time: 0.4460094571, propagate_forward_time: 26.2259998322, propagate_backward_time: 38.3581924438, weight_update_time: 0.1263124645, other_time: 2.2937850952
epoch time: 5.7533450127s, input_fired_time: 0.0605665520, output_fired_time: 0.0000000000, propagate_forward_time: 5.2834920883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4092864990
validation[          , genome  4721] predictions:    9604/  10000 (96.04%), best:    9677/10000 (96.77%), error:      1283.36365, best error:      1059.17590 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 67.8605651855s, input_fired_time: 0.4818167090, output_fired_time: 0.4465295076, propagate_forward_time: 26.3126850128, propagate_backward_time: 38.3349990845, weight_update_time: 0.1263713390, other_time: 2.2845306396
epoch time: 5.6633086205s, input_fired_time: 0.0605670437, output_fired_time: 0.0000000000, propagate_forward_time: 5.1904387474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123029709
validation[          , genome  4721] predictions:    9582/  10000 (95.82%), best:    9677/10000 (96.77%), error:      1298.51428, best error:      1059.17590 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 67.7073669434s, input_fired_time: 0.4813987911, output_fired_time: 0.4463643134, propagate_forward_time: 26.2292747498, propagate_backward_time: 38.2668914795, weight_update_time: 0.1264389157, other_time: 2.2834358215
epoch time: 5.7154936790s, input_fired_time: 0.0597498976, output_fired_time: 0.0000000000, propagate_forward_time: 5.2518320084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4039115906
validation[          , genome  4721] predictions:    9608/  10000 (96.08%), best:    9677/10000 (96.77%), error:      1257.12305, best error:      1059.17590 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 67.6821975708s, input_fired_time: 0.4836644530, output_fired_time: 0.4451748431, propagate_forward_time: 26.2140979767, propagate_backward_time: 38.2299842834, weight_update_time: 0.1268188059, other_time: 2.3092765808
epoch time: 5.7316083908s, input_fired_time: 0.0598210581, output_fired_time: 0.0000000000, propagate_forward_time: 5.2696189880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021682739
validation[          , genome  4721] predictions:    9669/  10000 (96.69%), best:    9677/10000 (96.77%), error:      1063.69592, best error:      1059.17590 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 67.3781280518s, input_fired_time: 0.4816530049, output_fired_time: 0.4445522726, propagate_forward_time: 26.0780830383, propagate_backward_time: 38.0667343140, weight_update_time: 0.1267072558, other_time: 2.3071098328
epoch time: 5.7281708717s, input_fired_time: 0.0601733252, output_fired_time: 0.0000000000, propagate_forward_time: 5.2576012611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103960991
validation[          , genome  4721] predictions:    9654/  10000 (96.54%), best:    9677/10000 (96.77%), error:      1163.12976, best error:      1059.17590 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 67.6923294067s, input_fired_time: 0.4813188910, output_fired_time: 0.4445436597, propagate_forward_time: 26.1408042908, propagate_backward_time: 38.3283691406, weight_update_time: 0.1264722496, other_time: 2.2972984314
epoch time: 5.7698478699s, input_fired_time: 0.0600944646, output_fired_time: 0.0000000000, propagate_forward_time: 5.2968163490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4129371643
validation[          , genome  4721] predictions:    9651/  10000 (96.51%), best:    9677/10000 (96.77%), error:      1173.97302, best error:      1059.17590 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 67.8484649658s, input_fired_time: 0.4798941016, output_fired_time: 0.4471660852, propagate_forward_time: 26.2431621552, propagate_backward_time: 38.4145240784, weight_update_time: 0.1263626367, other_time: 2.2637138367
epoch time: 5.6428656578s, input_fired_time: 0.0599055365, output_fired_time: 0.0000000000, propagate_forward_time: 5.1855978966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3973622322
validation[          , genome  4721] predictions:    9638/  10000 (96.38%), best:    9677/10000 (96.77%), error:      1212.55396, best error:      1059.17590 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 67.4221725464s, input_fired_time: 0.4825212955, output_fired_time: 0.4442605376, propagate_forward_time: 26.0592517853, propagate_backward_time: 38.1370124817, weight_update_time: 0.1261307001, other_time: 2.2991294861
epoch time: 5.7256398201s, input_fired_time: 0.0601344109, output_fired_time: 0.0000000000, propagate_forward_time: 5.2542557716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112496376
validation[          , genome  4721] predictions:    9652/  10000 (96.52%), best:    9677/10000 (96.77%), error:      1145.14575, best error:      1059.17590 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 67.4449081421s, input_fired_time: 0.4822503626, output_fired_time: 0.4449008107, propagate_forward_time: 26.1307125092, propagate_backward_time: 38.0865631104, weight_update_time: 0.1263242662, other_time: 2.3004760742
epoch time: 5.7317323685s, input_fired_time: 0.0608634911, output_fired_time: 0.0000000000, propagate_forward_time: 5.2601256371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107432365
validation[          , genome  4721] predictions:    9638/  10000 (96.38%), best:    9677/10000 (96.77%), error:      1220.04297, best error:      1059.17590 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 66.7374572754s, input_fired_time: 0.4809380174, output_fired_time: 0.4391939044, propagate_forward_time: 25.8769798279, propagate_backward_time: 37.6410217285, weight_update_time: 0.1258757859, other_time: 2.2993202209
epoch time: 5.6417675018s, input_fired_time: 0.0594437234, output_fired_time: 0.0000000000, propagate_forward_time: 5.1789488792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033746719
validation[          , genome  4721] predictions:    9650/  10000 (96.50%), best:    9677/10000 (96.77%), error:      1176.87891, best error:      1059.17590 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 67.6563186646s, input_fired_time: 0.4851104021, output_fired_time: 0.4461469054, propagate_forward_time: 26.2181129456, propagate_backward_time: 38.1990356445, weight_update_time: 0.1265433729, other_time: 2.3079185486
epoch time: 5.7141156197s, input_fired_time: 0.0606371723, output_fired_time: 0.0000000000, propagate_forward_time: 5.2484765053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4050021172
validation[          , genome  4721] predictions:    9596/  10000 (95.96%), best:    9677/10000 (96.77%), error:      1390.03455, best error:      1059.17590 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 67.6515502930s, input_fired_time: 0.4822022021, output_fired_time: 0.4456040263, propagate_forward_time: 26.1601772308, propagate_backward_time: 38.2783050537, weight_update_time: 0.1263744086, other_time: 2.2852630615
epoch time: 5.6764731407s, input_fired_time: 0.0601236671, output_fired_time: 0.0000000000, propagate_forward_time: 5.2137131691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4026365280
validation[          , genome  4721] predictions:    9597/  10000 (95.97%), best:    9677/10000 (96.77%), error:      1317.87292, best error:      1059.17590 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 67.2471618652s, input_fired_time: 0.4821023643, output_fired_time: 0.4423225522, propagate_forward_time: 26.0025024414, propagate_backward_time: 38.0292930603, weight_update_time: 0.1256509870, other_time: 2.2909431458
epoch time: 5.6442151070s, input_fired_time: 0.0601528399, output_fired_time: 0.0000000000, propagate_forward_time: 5.1817665100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022955894
validation[          , genome  4721] predictions:    9460/  10000 (94.60%), best:    9677/10000 (96.77%), error:      1744.50891, best error:      1059.17590 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 67.7184829712s, input_fired_time: 0.4838011265, output_fired_time: 0.4454209208, propagate_forward_time: 26.1752548218, propagate_backward_time: 38.2997055054, weight_update_time: 0.1268531531, other_time: 2.3143005371
epoch time: 5.7029814720s, input_fired_time: 0.0608204827, output_fired_time: 0.0000000000, propagate_forward_time: 5.2328019142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4093589783
validation[          , genome  4721] predictions:    9647/  10000 (96.47%), best:    9677/10000 (96.77%), error:      1141.44861, best error:      1059.17590 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 67.6154174805s, input_fired_time: 0.4838373363, output_fired_time: 0.4448149204, propagate_forward_time: 26.1328697205, propagate_backward_time: 38.2649726868, weight_update_time: 0.1261951923, other_time: 2.2889175415
epoch time: 5.7181210518s, input_fired_time: 0.0609172247, output_fired_time: 0.0000000000, propagate_forward_time: 5.2460989952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4111046791
validation[          , genome  4721] predictions:    9636/  10000 (96.36%), best:    9677/10000 (96.77%), error:      1215.69897, best error:      1059.17590 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 67.5072860718s, input_fired_time: 0.4821029007, output_fired_time: 0.4431801140, propagate_forward_time: 26.1336555481, propagate_backward_time: 38.1666641235, weight_update_time: 0.1259591281, other_time: 2.2816810608
epoch time: 5.7394404411s, input_fired_time: 0.0601477064, output_fired_time: 0.0000000000, propagate_forward_time: 5.2699861526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4093065262
validation[          , genome  4721] predictions:    9621/  10000 (96.21%), best:    9677/10000 (96.77%), error:      1280.47620, best error:      1059.17590 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 67.6483154297s, input_fired_time: 0.4830483496, output_fired_time: 0.4457362294, propagate_forward_time: 26.1748180389, propagate_backward_time: 38.2733955383, weight_update_time: 0.1256724149, other_time: 2.2713127136
epoch time: 5.5018687248s, input_fired_time: 0.0591324233, output_fired_time: 0.0000000000, propagate_forward_time: 5.0383925438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043436050
validation[          , genome  4721] predictions:    9637/  10000 (96.37%), best:    9677/10000 (96.77%), error:      1204.79883, best error:      1059.17590 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 67.2606964111s, input_fired_time: 0.4804171324, output_fired_time: 0.4446648955, propagate_forward_time: 25.9545135498, propagate_backward_time: 38.1018753052, weight_update_time: 0.1258301735, other_time: 2.2792282104
epoch time: 5.6777329445s, input_fired_time: 0.0604415908, output_fired_time: 0.0000000000, propagate_forward_time: 5.2124891281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4048023224
validation[          , genome  4721] predictions:    9661/  10000 (96.61%), best:    9677/10000 (96.77%), error:      1121.72229, best error:      1059.17590 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 67.5863037109s, input_fired_time: 0.4838407636, output_fired_time: 0.4450498521, propagate_forward_time: 26.1125316620, propagate_backward_time: 38.2540740967, weight_update_time: 0.1258475929, other_time: 2.2908020020
epoch time: 5.6984815598s, input_fired_time: 0.0608348064, output_fired_time: 0.0000000000, propagate_forward_time: 5.2259817123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4116649628
validation[          , genome  4721] predictions:    9657/  10000 (96.57%), best:    9677/10000 (96.77%), error:      1169.20471, best error:      1059.17590 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 67.7578735352s, input_fired_time: 0.4864251018, output_fired_time: 0.4460547864, propagate_forward_time: 26.1880645752, propagate_backward_time: 38.3221206665, weight_update_time: 0.1268208772, other_time: 2.3152084351
epoch time: 5.6633262634s, input_fired_time: 0.0615700446, output_fired_time: 0.0000000000, propagate_forward_time: 5.1817255020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200305939
validation[          , genome  4721] predictions:    9672/  10000 (96.72%), best:    9677/10000 (96.77%), error:      1073.06104, best error:      1059.17590 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 67.3021697998s, input_fired_time: 0.4836603403, output_fired_time: 0.4446997941, propagate_forward_time: 26.0400714874, propagate_backward_time: 38.0442810059, weight_update_time: 0.1259873360, other_time: 2.2894592285
epoch time: 5.7146062851s, input_fired_time: 0.0611676238, output_fired_time: 0.0000000000, propagate_forward_time: 5.2450752258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4083633423
validation[          , genome  4721] predictions:    9654/  10000 (96.54%), best:    9677/10000 (96.77%), error:      1132.86011, best error:      1059.17590 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 67.4290695190s, input_fired_time: 0.4854527414, output_fired_time: 0.4427877665, propagate_forward_time: 26.1081237793, propagate_backward_time: 38.0939216614, weight_update_time: 0.1263780445, other_time: 2.2987861633
epoch time: 5.6633782387s, input_fired_time: 0.0603391975, output_fired_time: 0.0000000000, propagate_forward_time: 5.1982054710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4048337936
validation[          , genome  4721] predictions:    9671/  10000 (96.71%), best:    9677/10000 (96.77%), error:      1095.79333, best error:      1059.17590 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 67.6087341309s, input_fired_time: 0.4853362739, output_fired_time: 0.4454335570, propagate_forward_time: 26.1559638977, propagate_backward_time: 38.2261276245, weight_update_time: 0.1261015236, other_time: 2.2958717346
epoch time: 5.7405714989s, input_fired_time: 0.0610283576, output_fired_time: 0.0000000000, propagate_forward_time: 5.2749781609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4045648575
validation[          , genome  4721] predictions:    9650/  10000 (96.50%), best:    9677/10000 (96.77%), error:      1156.32239, best error:      1059.17590 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 67.4944229126s, input_fired_time: 0.4826303422, output_fired_time: 0.4447739720, propagate_forward_time: 26.1231918335, propagate_backward_time: 38.1631011963, weight_update_time: 0.1262392700, other_time: 2.2807312012
epoch time: 5.6795616150s, input_fired_time: 0.0614773780, output_fired_time: 0.0000000000, propagate_forward_time: 5.2068638802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112205505
validation[          , genome  4721] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:      1046.07703, best error:      1046.07703 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 67.4868087769s, input_fired_time: 0.4843351543, output_fired_time: 0.4448957145, propagate_forward_time: 26.1023368835, propagate_backward_time: 38.1667556763, weight_update_time: 0.1257641464, other_time: 2.2884864807
epoch time: 5.7690463066s, input_fired_time: 0.0611241013, output_fired_time: 0.0000000000, propagate_forward_time: 5.2949237823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4129981995
validation[          , genome  4721] predictions:    9647/  10000 (96.47%), best:    9680/10000 (96.80%), error:      1200.58997, best error:      1046.07703 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 67.4052352905s, input_fired_time: 0.4855484962, output_fired_time: 0.4446520209, propagate_forward_time: 26.1343154907, propagate_backward_time: 38.0643081665, weight_update_time: 0.1260221303, other_time: 2.2764129639
epoch time: 5.6510648727s, input_fired_time: 0.0604605339, output_fired_time: 0.0000000000, propagate_forward_time: 5.1834831238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4071211815
validation[          , genome  4721] predictions:    9667/  10000 (96.67%), best:    9680/10000 (96.80%), error:      1088.99597, best error:      1046.07703 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 67.8087005615s, input_fired_time: 0.4861676693, output_fired_time: 0.4475124478, propagate_forward_time: 26.2259597778, propagate_backward_time: 38.3440933228, weight_update_time: 0.1271076053, other_time: 2.3049697876
epoch time: 5.7279047966s, input_fired_time: 0.0611261353, output_fired_time: 0.0000000000, propagate_forward_time: 5.2588891983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4078893661
validation[          , genome  4721] predictions:    9666/  10000 (96.66%), best:    9680/10000 (96.80%), error:      1100.11829, best error:      1046.07703 on epoch:    97, 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: 28.4159164429s, input_fired_time: 0.3061006963, output_fired_time: 0.0000000000, propagate_forward_time: 25.9897365570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1200790405
best training[          , genome  4721] predictions:   49273/  50000 (98.55%), best:    9680/10000 (96.80%), error:      2781.41431, best error:      1046.07703 on epoch:    97, 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: 5.6617021561s, input_fired_time: 0.0609351695, output_fired_time: 0.0000000000, propagate_forward_time: 5.1901335716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4106335640
   testing[          , genome  4721] predictions:    9706/  10000 (97.06%), best:    9680/10000 (96.80%), error:      1026.12036, best error:      1046.07703 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:31:13 (1068): called boinc_finish(0)

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