Nameexact_genome_1512568488_44_4107_1
Workunit2591875
Created7 Dec 2017, 8:22:12 UTC
Sent7 Dec 2017, 8:29:19 UTC
Report deadline11 Dec 2017, 2:56:11 UTC
Received7 Dec 2017, 18:27:16 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 4 min 48 sec
CPU time2 hours 3 min 48 sec
Validate stateValid
Credit942.17
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.40 MB
Peak swap size157.72 MB
Peak disk usage1.80 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1066635847, output_fired_time: 0.0000000000, propagate_forward_time: 4.9392976761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796113968
validation[          , genome  4107] predictions:    9545/  10000 (95.45%), best:    9596/10000 (95.96%), error:      1512.35840, best error:      1389.79919 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 67.4064941406s, input_fired_time: 0.8694424033, output_fired_time: 0.8074731827, propagate_forward_time: 24.9076633453, propagate_backward_time: 38.0563201904, weight_update_time: 0.1246385649, other_time: 2.7655944824
epoch time: 5.4920706749s, input_fired_time: 0.1038204655, output_fired_time: 0.0000000000, propagate_forward_time: 4.9221711159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660792351
validation[          , genome  4107] predictions:    9533/  10000 (95.33%), best:    9596/10000 (95.96%), error:      1611.49902, best error:      1389.79919 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 67.4200668335s, input_fired_time: 0.8639065027, output_fired_time: 0.8251609206, propagate_forward_time: 24.8929367065, propagate_backward_time: 38.1116752625, weight_update_time: 0.1289386451, other_time: 2.7263908386
epoch time: 5.5174508095s, input_fired_time: 0.1043989733, output_fired_time: 0.0000000000, propagate_forward_time: 4.9456048012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674468040
validation[          , genome  4107] predictions:    9482/  10000 (94.82%), best:    9596/10000 (95.96%), error:      1662.82947, best error:      1389.79919 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 67.5043640137s, input_fired_time: 0.8631654382, output_fired_time: 0.8086553812, propagate_forward_time: 24.9099655151, propagate_backward_time: 38.1925811768, weight_update_time: 0.1265933216, other_time: 2.7299957275
epoch time: 5.3134484291s, input_fired_time: 0.1041240767, output_fired_time: 0.0000000000, propagate_forward_time: 4.7471766472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4621477127
validation[          , genome  4107] predictions:    9549/  10000 (95.49%), best:    9596/10000 (95.96%), error:      1503.84729, best error:      1389.79919 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 67.0026702881s, input_fired_time: 0.8694604635, output_fired_time: 0.8091683388, propagate_forward_time: 24.7652893066, propagate_backward_time: 37.8363265991, weight_update_time: 0.1250986904, other_time: 2.7224273682
epoch time: 5.5352058411s, input_fired_time: 0.1058110744, output_fired_time: 0.0000000000, propagate_forward_time: 4.9606037140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687910080
validation[          , genome  4107] predictions:    9577/  10000 (95.77%), best:    9596/10000 (95.96%), error:      1480.92871, best error:      1389.79919 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 67.5009994507s, input_fired_time: 0.8628959060, output_fired_time: 0.8095108271, propagate_forward_time: 24.9451904297, propagate_backward_time: 38.1608695984, weight_update_time: 0.1366081983, other_time: 2.7225379944
epoch time: 5.6850123405s, input_fired_time: 0.1140274853, output_fired_time: 0.0000000000, propagate_forward_time: 5.0916380882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4793467522
validation[          , genome  4107] predictions:    9576/  10000 (95.76%), best:    9596/10000 (95.96%), error:      1415.73645, best error:      1389.79919 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 67.8091888428s, input_fired_time: 0.8639085293, output_fired_time: 0.8360265493, propagate_forward_time: 25.0910320282, propagate_backward_time: 38.3090553284, weight_update_time: 0.1321169287, other_time: 2.7091636658
epoch time: 5.8021187782s, input_fired_time: 0.1094533801, output_fired_time: 0.0000000000, propagate_forward_time: 5.1882686615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5043969154
validation[          , genome  4107] predictions:    9569/  10000 (95.69%), best:    9596/10000 (95.96%), error:      1456.17456, best error:      1389.79919 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 66.9713745117s, input_fired_time: 0.8637213707, output_fired_time: 0.8135691285, propagate_forward_time: 24.7476902008, propagate_backward_time: 37.8479042053, weight_update_time: 0.1246872693, other_time: 2.6984901428
epoch time: 5.4762620926s, input_fired_time: 0.1065416634, output_fired_time: 0.0000000000, propagate_forward_time: 4.8922233582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4774971008
validation[          , genome  4107] predictions:    9627/  10000 (96.27%), best:    9627/10000 (96.27%), error:      1285.33643, best error:      1285.33643 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 68.8221282959s, input_fired_time: 0.8684826493, output_fired_time: 0.8215310574, propagate_forward_time: 25.4145011902, propagate_backward_time: 38.9275970459, weight_update_time: 0.1242146790, other_time: 2.7900123596
epoch time: 5.5432643890s, input_fired_time: 0.1084392890, output_fired_time: 0.0000000000, propagate_forward_time: 4.9546322823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4801926613
validation[          , genome  4107] predictions:    9602/  10000 (96.02%), best:    9627/10000 (96.27%), error:      1309.67358, best error:      1285.33643 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 67.2579498291s, input_fired_time: 0.8639395237, output_fired_time: 0.8252142668, propagate_forward_time: 24.8073825836, propagate_backward_time: 38.0603141785, weight_update_time: 0.1245566830, other_time: 2.7011070251
epoch time: 5.8046784401s, input_fired_time: 0.1087949052, output_fired_time: 0.0000000000, propagate_forward_time: 5.1750726700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5208110809
validation[          , genome  4107] predictions:    9644/  10000 (96.44%), best:    9644/10000 (96.44%), error:      1271.24719, best error:      1271.24719 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 67.2433395386s, input_fired_time: 0.8816649914, output_fired_time: 0.8131932616, propagate_forward_time: 24.8308429718, propagate_backward_time: 37.9805450439, weight_update_time: 0.1283940375, other_time: 2.7370910645
epoch time: 5.5713000298s, input_fired_time: 0.1055264026, output_fired_time: 0.0000000000, propagate_forward_time: 4.9949784279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4707951546
validation[          , genome  4107] predictions:    9610/  10000 (96.10%), best:    9644/10000 (96.44%), error:      1370.54199, best error:      1271.24719 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 67.8272399902s, input_fired_time: 0.8777907491, output_fired_time: 0.8318173289, propagate_forward_time: 25.0408477783, propagate_backward_time: 38.3701210022, weight_update_time: 0.1303041577, other_time: 2.7066612244
epoch time: 5.5972762108s, input_fired_time: 0.1061344892, output_fired_time: 0.0000000000, propagate_forward_time: 5.0147686005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4763731956
validation[          , genome  4107] predictions:    9588/  10000 (95.88%), best:    9644/10000 (96.44%), error:      1386.46313, best error:      1271.24719 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 67.0509338379s, input_fired_time: 0.8737161756, output_fired_time: 0.8091532588, propagate_forward_time: 24.7342777252, propagate_backward_time: 37.9005241394, weight_update_time: 0.1260879636, other_time: 2.7332649231
epoch time: 5.4838318825s, input_fired_time: 0.1050182953, output_fired_time: 0.0000000000, propagate_forward_time: 4.9093794823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694342613
validation[          , genome  4107] predictions:    9626/  10000 (96.26%), best:    9644/10000 (96.44%), error:      1312.85303, best error:      1271.24719 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 67.6661224365s, input_fired_time: 0.8801304698, output_fired_time: 0.8166418076, propagate_forward_time: 25.0130939484, propagate_backward_time: 38.2895355225, weight_update_time: 0.1240676567, other_time: 2.6667251587
epoch time: 5.5716595650s, input_fired_time: 0.1071951687, output_fired_time: 0.0000000000, propagate_forward_time: 4.9881267548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4763374329
validation[          , genome  4107] predictions:    9596/  10000 (95.96%), best:    9644/10000 (96.44%), error:      1382.29211, best error:      1271.24719 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 67.2325286865s, input_fired_time: 0.8672670126, output_fired_time: 0.8048384190, propagate_forward_time: 24.8440284729, propagate_backward_time: 38.0207519531, weight_update_time: 0.1291352957, other_time: 2.6956443787
epoch time: 5.5511674881s, input_fired_time: 0.1078081653, output_fired_time: 0.0000000000, propagate_forward_time: 4.9565854073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4867739677
validation[          , genome  4107] predictions:    9572/  10000 (95.72%), best:    9644/10000 (96.44%), error:      1453.04163, best error:      1271.24719 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 66.9671554565s, input_fired_time: 0.8728547096, output_fired_time: 0.8169322014, propagate_forward_time: 24.7115211487, propagate_backward_time: 37.8345222473, weight_update_time: 0.1254038513, other_time: 2.7313232422
epoch time: 5.6115098000s, input_fired_time: 0.1110968813, output_fired_time: 0.0000000000, propagate_forward_time: 5.0098686218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4905443192
validation[          , genome  4107] predictions:    9608/  10000 (96.08%), best:    9644/10000 (96.44%), error:      1353.73169, best error:      1271.24719 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 67.7366638184s, input_fired_time: 0.8901536465, output_fired_time: 0.8206423521, propagate_forward_time: 25.0099315643, propagate_backward_time: 38.2673530579, weight_update_time: 0.1254799515, other_time: 2.7485847473
epoch time: 5.6683092117s, input_fired_time: 0.1134129986, output_fired_time: 0.0000000000, propagate_forward_time: 5.0567207336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4981756210
validation[          , genome  4107] predictions:    9553/  10000 (95.53%), best:    9644/10000 (96.44%), error:      1514.80835, best error:      1271.24719 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 67.5429077148s, input_fired_time: 0.8809363246, output_fired_time: 0.8146775961, propagate_forward_time: 24.9717082977, propagate_backward_time: 38.1442413330, weight_update_time: 0.1253314763, other_time: 2.7313461304
epoch time: 5.5404710770s, input_fired_time: 0.1076957062, output_fired_time: 0.0000000000, propagate_forward_time: 4.9630813599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4696941376
validation[          , genome  4107] predictions:    9624/  10000 (96.24%), best:    9644/10000 (96.44%), error:      1292.80701, best error:      1271.24719 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 67.1385803223s, input_fired_time: 0.8635766506, output_fired_time: 0.8069227934, propagate_forward_time: 24.8379631042, propagate_backward_time: 37.9430389404, weight_update_time: 0.1242141128, other_time: 2.6870765686
epoch time: 5.6517858505s, input_fired_time: 0.1165899709, output_fired_time: 0.0000000000, propagate_forward_time: 5.0395445824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956512451
validation[          , genome  4107] predictions:    9625/  10000 (96.25%), best:    9644/10000 (96.44%), error:      1294.51440, best error:      1271.24719 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 67.3053741455s, input_fired_time: 0.8735786080, output_fired_time: 0.8101267815, propagate_forward_time: 24.8522834778, propagate_backward_time: 38.0496139526, weight_update_time: 0.1259566396, other_time: 2.7197685242
epoch time: 5.6196608543s, input_fired_time: 0.1097117737, output_fired_time: 0.0000000000, propagate_forward_time: 5.0279417038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4820075035
validation[          , genome  4107] predictions:    9614/  10000 (96.14%), best:    9644/10000 (96.44%), error:      1357.50391, best error:      1271.24719 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 67.3693084717s, input_fired_time: 0.8746160269, output_fired_time: 0.8225026131, propagate_forward_time: 24.9311180115, propagate_backward_time: 38.0205421448, weight_update_time: 0.1247052103, other_time: 2.7205276489
epoch time: 5.5303668976s, input_fired_time: 0.1066221893, output_fired_time: 0.0000000000, propagate_forward_time: 4.9462194443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4775252342
validation[          , genome  4107] predictions:    9633/  10000 (96.33%), best:    9644/10000 (96.44%), error:      1286.40430, best error:      1271.24719 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 66.8771438599s, input_fired_time: 0.8672858477, output_fired_time: 0.8163536191, propagate_forward_time: 24.6841220856, propagate_backward_time: 37.7936935425, weight_update_time: 0.1242462024, other_time: 2.7156906128
epoch time: 5.6005492210s, input_fired_time: 0.1077561751, output_fired_time: 0.0000000000, propagate_forward_time: 5.0093441010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834489822
validation[          , genome  4107] predictions:    9564/  10000 (95.64%), best:    9644/10000 (96.44%), error:      1471.52649, best error:      1271.24719 on epoch:    23, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 67.1403732300s, input_fired_time: 0.8656930327, output_fired_time: 0.8184105158, propagate_forward_time: 24.8175449371, propagate_backward_time: 37.9458465576, weight_update_time: 0.1244312152, other_time: 2.6928787231
epoch time: 5.6098060608s, input_fired_time: 0.1064813733, output_fired_time: 0.0000000000, propagate_forward_time: 5.0163984299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4869260788
validation[          , genome  4107] predictions:    9560/  10000 (95.60%), best:    9644/10000 (96.44%), error:      1452.02856, best error:      1271.24719 on epoch:    23, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 67.0505523682s, input_fired_time: 0.8714111447, output_fired_time: 0.8095209599, propagate_forward_time: 24.7520198822, propagate_backward_time: 37.8870697021, weight_update_time: 0.1251621097, other_time: 2.7305221558
epoch time: 5.6514930725s, input_fired_time: 0.1077360883, output_fired_time: 0.0000000000, propagate_forward_time: 5.0699625015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737944603
validation[          , genome  4107] predictions:    9592/  10000 (95.92%), best:    9644/10000 (96.44%), error:      1340.53430, best error:      1271.24719 on epoch:    23, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 68.6893157959s, input_fired_time: 0.8853992224, output_fired_time: 0.8247775435, propagate_forward_time: 25.4276847839, propagate_backward_time: 38.7396697998, weight_update_time: 0.1241776943, other_time: 2.8117866516
epoch time: 5.5484447479s, input_fired_time: 0.1089190021, output_fired_time: 0.0000000000, propagate_forward_time: 4.9419541359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975714684
validation[          , genome  4107] predictions:    9625/  10000 (96.25%), best:    9644/10000 (96.44%), error:      1313.58179, best error:      1271.24719 on epoch:    23, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 67.4422683716s, input_fired_time: 0.8714457154, output_fired_time: 0.8478772640, propagate_forward_time: 24.8884754181, propagate_backward_time: 38.0892448425, weight_update_time: 0.1247905344, other_time: 2.7452278137
epoch time: 5.6905679703s, input_fired_time: 0.1120218933, output_fired_time: 0.0000000000, propagate_forward_time: 5.0979299545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806160927
validation[          , genome  4107] predictions:    9626/  10000 (96.26%), best:    9644/10000 (96.44%), error:      1319.19299, best error:      1271.24719 on epoch:    23, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 67.3384399414s, input_fired_time: 0.8668389320, output_fired_time: 0.8371692896, propagate_forward_time: 24.8350276947, propagate_backward_time: 38.1242942810, weight_update_time: 0.1251642406, other_time: 2.6751136780
epoch time: 5.5538592339s, input_fired_time: 0.1125112921, output_fired_time: 0.0000000000, propagate_forward_time: 4.9669876099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4743604660
validation[          , genome  4107] predictions:    9572/  10000 (95.72%), best:    9644/10000 (96.44%), error:      1368.15613, best error:      1271.24719 on epoch:    23, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 67.9555130005s, input_fired_time: 0.8755103946, output_fired_time: 0.8203889132, propagate_forward_time: 25.1579856873, propagate_backward_time: 38.4041862488, weight_update_time: 0.1246070564, other_time: 2.6974411011
epoch time: 5.4101619720s, input_fired_time: 0.1073266938, output_fired_time: 0.0000000000, propagate_forward_time: 4.8329358101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698996544
validation[          , genome  4107] predictions:    9618/  10000 (96.18%), best:    9644/10000 (96.44%), error:      1326.61072, best error:      1271.24719 on epoch:    23, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 66.7845306396s, input_fired_time: 0.8725786209, output_fired_time: 0.8010761142, propagate_forward_time: 24.6163730621, propagate_backward_time: 37.7855529785, weight_update_time: 0.1237638891, other_time: 2.7089462280
epoch time: 5.5881896019s, input_fired_time: 0.1076710969, output_fired_time: 0.0000000000, propagate_forward_time: 5.0051970482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4753212929
validation[          , genome  4107] predictions:    9641/  10000 (96.41%), best:    9644/10000 (96.44%), error:      1277.99329, best error:      1271.24719 on epoch:    23, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 67.5012435913s, input_fired_time: 0.8753268123, output_fired_time: 0.8120544553, propagate_forward_time: 24.9198455811, propagate_backward_time: 38.1875305176, weight_update_time: 0.1313609779, other_time: 2.7064819336
epoch time: 5.6121530533s, input_fired_time: 0.1093925834, output_fired_time: 0.0000000000, propagate_forward_time: 5.0210537910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4817066193
validation[          , genome  4107] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1248.54797, best error:      1248.54797 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 67.1638641357s, input_fired_time: 0.8789106607, output_fired_time: 0.8157694936, propagate_forward_time: 24.6960544586, propagate_backward_time: 37.9917907715, weight_update_time: 0.1296875775, other_time: 2.7813339233
epoch time: 5.5402832031s, input_fired_time: 0.1086543053, output_fired_time: 0.0000000000, propagate_forward_time: 4.9580936432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4735350609
validation[          , genome  4107] predictions:    9564/  10000 (95.64%), best:    9658/10000 (96.58%), error:      1453.49634, best error:      1248.54797 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 67.3384552002s, input_fired_time: 0.8781323433, output_fired_time: 0.8092499971, propagate_forward_time: 24.8521671295, propagate_backward_time: 38.0778274536, weight_update_time: 0.1245909333, other_time: 2.7210769653
epoch time: 5.5287623405s, input_fired_time: 0.1094272807, output_fired_time: 0.0000000000, propagate_forward_time: 4.9367642403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4825706482
validation[          , genome  4107] predictions:    9577/  10000 (95.77%), best:    9658/10000 (96.58%), error:      1438.65881, best error:      1248.54797 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 68.5134887695s, input_fired_time: 0.8880690932, output_fired_time: 0.8314847946, propagate_forward_time: 25.3023815155, propagate_backward_time: 38.7445144653, weight_update_time: 0.1239785850, other_time: 2.7470397949
epoch time: 5.6544194221s, input_fired_time: 0.1141482815, output_fired_time: 0.0000000000, propagate_forward_time: 5.0597128868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4805583954
validation[          , genome  4107] predictions:    9637/  10000 (96.37%), best:    9658/10000 (96.58%), error:      1253.36975, best error:      1248.54797 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 67.4976196289s, input_fired_time: 0.8818455338, output_fired_time: 0.8130255938, propagate_forward_time: 24.9130630493, propagate_backward_time: 38.1674919128, weight_update_time: 0.1246858761, other_time: 2.7221946716
epoch time: 5.5509281158s, input_fired_time: 0.1105214655, output_fired_time: 0.0000000000, propagate_forward_time: 4.9655108452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4748959541
validation[          , genome  4107] predictions:    9504/  10000 (95.04%), best:    9658/10000 (96.58%), error:      1621.02942, best error:      1248.54797 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 67.7388916016s, input_fired_time: 0.8708764911, output_fired_time: 0.8223893046, propagate_forward_time: 24.9601230621, propagate_backward_time: 38.4110107422, weight_update_time: 0.1278560162, other_time: 2.6744918823
epoch time: 5.5719618797s, input_fired_time: 0.1101048961, output_fired_time: 0.0000000000, propagate_forward_time: 4.9776835442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4841732979
validation[          , genome  4107] predictions:    9447/  10000 (94.47%), best:    9658/10000 (96.58%), error:      1762.59998, best error:      1248.54797 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 67.5619735718s, input_fired_time: 0.8881194592, output_fired_time: 0.8151763678, propagate_forward_time: 24.9411621094, propagate_backward_time: 38.2273330688, weight_update_time: 0.1246744916, other_time: 2.6901779175
epoch time: 5.5720229149s, input_fired_time: 0.1101458892, output_fired_time: 0.0000000000, propagate_forward_time: 4.9504542351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5114226341
validation[          , genome  4107] predictions:    9631/  10000 (96.31%), best:    9658/10000 (96.58%), error:      1288.15002, best error:      1248.54797 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 67.5057449341s, input_fired_time: 0.8850360513, output_fired_time: 0.8120679855, propagate_forward_time: 24.9267215729, propagate_backward_time: 38.1994590759, weight_update_time: 0.1296339929, other_time: 2.6824684143
epoch time: 5.6050872803s, input_fired_time: 0.1104137823, output_fired_time: 0.0000000000, propagate_forward_time: 5.0119171143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4827566147
validation[          , genome  4107] predictions:    9593/  10000 (95.93%), best:    9658/10000 (96.58%), error:      1436.36475, best error:      1248.54797 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 67.3648300171s, input_fired_time: 0.8917905092, output_fired_time: 0.8188272715, propagate_forward_time: 24.8561725616, propagate_backward_time: 38.1258964539, weight_update_time: 0.1244686842, other_time: 2.6721458435
epoch time: 5.5425291061s, input_fired_time: 0.1108956635, output_fired_time: 0.0000000000, propagate_forward_time: 4.9538922310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777412415
validation[          , genome  4107] predictions:    9600/  10000 (96.00%), best:    9658/10000 (96.58%), error:      1362.56909, best error:      1248.54797 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 66.9740982056s, input_fired_time: 0.8775834441, output_fired_time: 0.8040481806, propagate_forward_time: 24.7076797485, propagate_backward_time: 37.8844528198, weight_update_time: 0.1245377809, other_time: 2.7003326416
epoch time: 5.5384383202s, input_fired_time: 0.1101604104, output_fired_time: 0.0000000000, propagate_forward_time: 4.9499735832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783043861
validation[          , genome  4107] predictions:    9604/  10000 (96.04%), best:    9658/10000 (96.58%), error:      1287.97986, best error:      1248.54797 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 67.6218490601s, input_fired_time: 0.8841668367, output_fired_time: 0.8114814758, propagate_forward_time: 24.9438362122, propagate_backward_time: 38.2498931885, weight_update_time: 0.1261667758, other_time: 2.7324638367
epoch time: 5.6403627396s, input_fired_time: 0.1112209037, output_fired_time: 0.0000000000, propagate_forward_time: 5.0354976654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936442375
validation[          , genome  4107] predictions:    9644/  10000 (96.44%), best:    9644/10000 (96.44%), error:      1245.94910, best error:      1245.94910 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 67.3677062988s, input_fired_time: 0.8800413013, output_fired_time: 0.8139126897, propagate_forward_time: 24.8643836975, propagate_backward_time: 38.0884742737, weight_update_time: 0.1254527569, other_time: 2.7208938599
epoch time: 5.6313891411s, input_fired_time: 0.1116006002, output_fired_time: 0.0000000000, propagate_forward_time: 5.0281682014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4916205406
validation[          , genome  4107] predictions:    9580/  10000 (95.80%), best:    9644/10000 (96.44%), error:      1473.10254, best error:      1245.94910 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 67.6901550293s, input_fired_time: 0.8748518229, output_fired_time: 0.8086828589, propagate_forward_time: 25.0186843872, propagate_backward_time: 38.2611465454, weight_update_time: 0.1239012107, other_time: 2.7267837524
epoch time: 5.5899538994s, input_fired_time: 0.1091467738, output_fired_time: 0.0000000000, propagate_forward_time: 5.0039415359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4768657684
validation[          , genome  4107] predictions:    9638/  10000 (96.38%), best:    9644/10000 (96.44%), error:      1258.89844, best error:      1245.94910 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 67.2087326050s, input_fired_time: 0.8792699575, output_fired_time: 0.8127481341, propagate_forward_time: 24.8427963257, propagate_backward_time: 37.9794464111, weight_update_time: 0.1240238994, other_time: 2.6944656372
epoch time: 5.5785460472s, input_fired_time: 0.1094631851, output_fired_time: 0.0000000000, propagate_forward_time: 4.9914126396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4776701927
validation[          , genome  4107] predictions:    9623/  10000 (96.23%), best:    9644/10000 (96.44%), error:      1317.04993, best error:      1245.94910 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 67.7840347290s, input_fired_time: 0.8748505116, output_fired_time: 0.8099806905, propagate_forward_time: 25.0882129669, propagate_backward_time: 38.3331489563, weight_update_time: 0.1241052970, other_time: 2.6778450012
epoch time: 5.5196313858s, input_fired_time: 0.1084437743, output_fired_time: 0.0000000000, propagate_forward_time: 4.9432902336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678974152
validation[          , genome  4107] predictions:    9643/  10000 (96.43%), best:    9644/10000 (96.44%), error:      1254.77600, best error:      1245.94910 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 67.5315933228s, input_fired_time: 0.8818056583, output_fired_time: 0.8221338987, propagate_forward_time: 24.8938026428, propagate_backward_time: 38.2010269165, weight_update_time: 0.1256897748, other_time: 2.7328224182
epoch time: 5.5475773811s, input_fired_time: 0.1098516062, output_fired_time: 0.0000000000, propagate_forward_time: 4.9652314186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724941254
validation[          , genome  4107] predictions:    9633/  10000 (96.33%), best:    9644/10000 (96.44%), error:      1251.03552, best error:      1245.94910 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 66.8696441650s, input_fired_time: 0.8792661428, output_fired_time: 0.8054612875, propagate_forward_time: 24.6451568604, propagate_backward_time: 37.8349685669, weight_update_time: 0.1246699765, other_time: 2.7047958374
epoch time: 5.5447511673s, input_fired_time: 0.1176055670, output_fired_time: 0.0000000000, propagate_forward_time: 4.9478940964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792513847
validation[          , genome  4107] predictions:    9640/  10000 (96.40%), best:    9644/10000 (96.44%), error:      1265.89868, best error:      1245.94910 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 67.3326339722s, input_fired_time: 0.8850844502, output_fired_time: 0.8128686547, propagate_forward_time: 24.8649234772, propagate_backward_time: 38.0683479309, weight_update_time: 0.1246648878, other_time: 2.7014122009
epoch time: 5.5529427528s, input_fired_time: 0.1101725027, output_fired_time: 0.0000000000, propagate_forward_time: 4.9734635353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4693069458
validation[          , genome  4107] predictions:    9627/  10000 (96.27%), best:    9644/10000 (96.44%), error:      1283.43225, best error:      1245.94910 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 67.3221740723s, input_fired_time: 0.8745116591, output_fired_time: 0.8188266754, propagate_forward_time: 24.8878021240, propagate_backward_time: 38.0590705872, weight_update_time: 0.1239356399, other_time: 2.6819648743
epoch time: 5.5497093201s, input_fired_time: 0.1108892784, output_fired_time: 0.0000000000, propagate_forward_time: 4.9614892006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4773306847
validation[          , genome  4107] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1190.17322, best error:      1190.17322 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 68.1812896729s, input_fired_time: 0.9042501450, output_fired_time: 0.8339840174, propagate_forward_time: 25.1631889343, propagate_backward_time: 38.5705795288, weight_update_time: 0.1417225599, other_time: 2.7092857361
epoch time: 5.7156314850s, input_fired_time: 0.1099604666, output_fired_time: 0.0000000000, propagate_forward_time: 5.1118869781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937839508
validation[          , genome  4107] predictions:    9658/  10000 (96.58%), best:    9659/10000 (96.59%), error:      1224.39270, best error:      1190.17322 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 67.7420730591s, input_fired_time: 0.9000592232, output_fired_time: 0.8071970940, propagate_forward_time: 24.9761180878, propagate_backward_time: 38.3232803345, weight_update_time: 0.1236705780, other_time: 2.7354125977
epoch time: 5.5373988152s, input_fired_time: 0.1122343019, output_fired_time: 0.0000000000, propagate_forward_time: 4.9461822510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4789824486
validation[          , genome  4107] predictions:    9626/  10000 (96.26%), best:    9659/10000 (96.59%), error:      1290.84192, best error:      1190.17322 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 67.9555130005s, input_fired_time: 0.8977389336, output_fired_time: 0.8324621916, propagate_forward_time: 25.1820125580, propagate_backward_time: 38.3275604248, weight_update_time: 0.1270719916, other_time: 2.7157440186
epoch time: 5.6432228088s, input_fired_time: 0.1139653921, output_fired_time: 0.0000000000, propagate_forward_time: 5.0213489532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5079083443
validation[          , genome  4107] predictions:    9608/  10000 (96.08%), best:    9659/10000 (96.59%), error:      1355.74524, best error:      1190.17322 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 67.0345611572s, input_fired_time: 0.8831577897, output_fired_time: 0.8099322915, propagate_forward_time: 24.7747459412, propagate_backward_time: 37.8594665527, weight_update_time: 0.1250609756, other_time: 2.7072639465
epoch time: 5.6065521240s, input_fired_time: 0.1091824695, output_fired_time: 0.0000000000, propagate_forward_time: 5.0229306221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744391441
validation[          , genome  4107] predictions:    9645/  10000 (96.45%), best:    9659/10000 (96.59%), error:      1257.04590, best error:      1190.17322 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 67.3574676514s, input_fired_time: 0.8962852955, output_fired_time: 0.8156573176, propagate_forward_time: 24.8637199402, propagate_backward_time: 38.0594520569, weight_update_time: 0.1259688735, other_time: 2.7223510742
epoch time: 5.6091127396s, input_fired_time: 0.1177871823, output_fired_time: 0.0000000000, propagate_forward_time: 5.0138831139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4774422646
validation[          , genome  4107] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1190.30017, best error:      1190.17322 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 67.3666534424s, input_fired_time: 0.8876665235, output_fired_time: 0.8089027405, propagate_forward_time: 24.8902111053, propagate_backward_time: 38.0908050537, weight_update_time: 0.1244034991, other_time: 2.6890716553
epoch time: 5.5430188179s, input_fired_time: 0.1119666994, output_fired_time: 0.0000000000, propagate_forward_time: 4.9483819008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4826703072
validation[          , genome  4107] predictions:    9616/  10000 (96.16%), best:    9659/10000 (96.59%), error:      1298.67554, best error:      1190.17322 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 67.1312713623s, input_fired_time: 0.8784720898, output_fired_time: 0.8140987754, propagate_forward_time: 24.7659854889, propagate_backward_time: 38.0328140259, weight_update_time: 0.1239064559, other_time: 2.6399002075
epoch time: 5.5241413116s, input_fired_time: 0.1094929650, output_fired_time: 0.0000000000, propagate_forward_time: 4.9459767342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686717987
validation[          , genome  4107] predictions:    9628/  10000 (96.28%), best:    9659/10000 (96.59%), error:      1343.93909, best error:      1190.17322 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 66.8014450073s, input_fired_time: 0.8835775256, output_fired_time: 0.8050467968, propagate_forward_time: 24.6374988556, propagate_backward_time: 37.7628746033, weight_update_time: 0.1251581758, other_time: 2.7124519348
epoch time: 5.7074737549s, input_fired_time: 0.1111442968, output_fired_time: 0.0000000000, propagate_forward_time: 5.1040081978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4923214912
validation[          , genome  4107] predictions:    9620/  10000 (96.20%), best:    9659/10000 (96.59%), error:      1321.65845, best error:      1190.17322 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 67.7736206055s, input_fired_time: 0.8917543888, output_fired_time: 0.8180750608, propagate_forward_time: 25.0463066101, propagate_backward_time: 38.3169860840, weight_update_time: 0.1236644015, other_time: 2.7004966736
epoch time: 5.6887359619s, input_fired_time: 0.1133335680, output_fired_time: 0.0000000000, propagate_forward_time: 5.0867414474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4886608124
validation[          , genome  4107] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1194.00610, best error:      1190.17322 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 67.0331420898s, input_fired_time: 0.8971021771, output_fired_time: 0.8144521117, propagate_forward_time: 24.7080650330, propagate_backward_time: 37.8693542480, weight_update_time: 0.1252766848, other_time: 2.7441673279
epoch time: 5.5541429520s, input_fired_time: 0.1102217883, output_fired_time: 0.0000000000, propagate_forward_time: 4.9731707573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4707503319
validation[          , genome  4107] predictions:    9631/  10000 (96.31%), best:    9659/10000 (96.59%), error:      1253.96143, best error:      1190.17322 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 67.4986495972s, input_fired_time: 0.8805717230, output_fired_time: 0.8063434362, propagate_forward_time: 24.8785057068, propagate_backward_time: 38.2196006775, weight_update_time: 0.1255320013, other_time: 2.7136306763
epoch time: 5.5045814514s, input_fired_time: 0.1109541208, output_fired_time: 0.0000000000, propagate_forward_time: 4.9248423576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687848091
validation[          , genome  4107] predictions:    9648/  10000 (96.48%), best:    9659/10000 (96.59%), error:      1276.62292, best error:      1190.17322 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 67.6489639282s, input_fired_time: 0.9011704922, output_fired_time: 0.8138299584, propagate_forward_time: 24.9917488098, propagate_backward_time: 38.2449760437, weight_update_time: 0.1301569641, other_time: 2.6972427368
epoch time: 5.6157951355s, input_fired_time: 0.1109754816, output_fired_time: 0.0000000000, propagate_forward_time: 5.0367546082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680652618
validation[          , genome  4107] predictions:    9632/  10000 (96.32%), best:    9659/10000 (96.59%), error:      1269.69080, best error:      1190.17322 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 67.1792984009s, input_fired_time: 0.8931145072, output_fired_time: 0.8118701577, propagate_forward_time: 24.7849884033, propagate_backward_time: 37.9706840515, weight_update_time: 0.1254098415, other_time: 2.7186470032
epoch time: 5.6349558830s, input_fired_time: 0.1113111749, output_fired_time: 0.0000000000, propagate_forward_time: 5.0475916862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4760532379
validation[          , genome  4107] predictions:    9636/  10000 (96.36%), best:    9659/10000 (96.59%), error:      1263.46362, best error:      1190.17322 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 67.7871627808s, input_fired_time: 0.8843886852, output_fired_time: 0.8309902549, propagate_forward_time: 25.0717792511, propagate_backward_time: 38.3185005188, weight_update_time: 0.1251773685, other_time: 2.6814994812
epoch time: 5.4662342072s, input_fired_time: 0.1097328737, output_fired_time: 0.0000000000, propagate_forward_time: 4.8905086517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4659924507
validation[          , genome  4107] predictions:    9518/  10000 (95.18%), best:    9659/10000 (96.59%), error:      1596.05811, best error:      1190.17322 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 67.5647125244s, input_fired_time: 0.8821379542, output_fired_time: 0.8184764385, propagate_forward_time: 24.9301528931, propagate_backward_time: 38.2411422729, weight_update_time: 0.1250299960, other_time: 2.6928024292
epoch time: 5.5380239487s, input_fired_time: 0.1115510166, output_fired_time: 0.0000000000, propagate_forward_time: 4.9498286247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4766445160
validation[          , genome  4107] predictions:    9629/  10000 (96.29%), best:    9659/10000 (96.59%), error:      1293.42725, best error:      1190.17322 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 67.5497665405s, input_fired_time: 0.8925056458, output_fired_time: 0.8190489411, propagate_forward_time: 24.9177608490, propagate_backward_time: 38.2111968994, weight_update_time: 0.1269069314, other_time: 2.7092514038
epoch time: 5.6839456558s, input_fired_time: 0.1107770875, output_fired_time: 0.0000000000, propagate_forward_time: 5.0997872353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4733815193
validation[          , genome  4107] predictions:    9613/  10000 (96.13%), best:    9659/10000 (96.59%), error:      1350.60852, best error:      1190.17322 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 67.5114517212s, input_fired_time: 0.8989605308, output_fired_time: 0.8079838753, propagate_forward_time: 24.9714508057, propagate_backward_time: 38.1068115234, weight_update_time: 0.1304453015, other_time: 2.7262420654
epoch time: 5.6767406464s, input_fired_time: 0.1132213026, output_fired_time: 0.0000000000, propagate_forward_time: 5.0745530128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4889664650
validation[          , genome  4107] predictions:    9612/  10000 (96.12%), best:    9659/10000 (96.59%), error:      1307.28784, best error:      1190.17322 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 68.1920852661s, input_fired_time: 0.8942840695, output_fired_time: 0.8125077486, propagate_forward_time: 25.2250938416, propagate_backward_time: 38.5480804443, weight_update_time: 0.1296669245, other_time: 2.7121162415
epoch time: 5.5570859909s, input_fired_time: 0.1147331819, output_fired_time: 0.0000000000, propagate_forward_time: 4.9550752640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872775078
validation[          , genome  4107] predictions:    9594/  10000 (95.94%), best:    9659/10000 (96.59%), error:      1389.52661, best error:      1190.17322 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 67.2446212769s, input_fired_time: 0.8906115294, output_fired_time: 0.8171552420, propagate_forward_time: 24.8481540680, propagate_backward_time: 37.9486732483, weight_update_time: 0.1251327395, other_time: 2.7400321960
epoch time: 5.5397467613s, input_fired_time: 0.1130006835, output_fired_time: 0.0000000000, propagate_forward_time: 4.9430375099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4837083817
validation[          , genome  4107] predictions:    9523/  10000 (95.23%), best:    9659/10000 (96.59%), error:      1554.56421, best error:      1190.17322 on epoch:    61, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 67.3289566040s, input_fired_time: 0.8861795664, output_fired_time: 0.8134410381, propagate_forward_time: 24.9066028595, propagate_backward_time: 38.0341644287, weight_update_time: 0.1315447986, other_time: 2.6885757446
epoch time: 5.5551099777s, input_fired_time: 0.1098780558, output_fired_time: 0.0000000000, propagate_forward_time: 4.9758524895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4693794250
validation[          , genome  4107] predictions:    9649/  10000 (96.49%), best:    9659/10000 (96.59%), error:      1223.19617, best error:      1190.17322 on epoch:    61, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 68.0437088013s, input_fired_time: 0.8860906959, output_fired_time: 0.8210111856, propagate_forward_time: 25.1685619354, propagate_backward_time: 38.4552078247, weight_update_time: 0.1243856996, other_time: 2.7128295898
epoch time: 5.5831379890s, input_fired_time: 0.1126295179, output_fired_time: 0.0000000000, propagate_forward_time: 4.9896488190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4808597565
validation[          , genome  4107] predictions:    9654/  10000 (96.54%), best:    9659/10000 (96.59%), error:      1218.95947, best error:      1190.17322 on epoch:    61, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 67.7048416138s, input_fired_time: 0.8953373432, output_fired_time: 0.8277136087, propagate_forward_time: 24.8913784027, propagate_backward_time: 38.3478698730, weight_update_time: 0.1345332414, other_time: 2.7425384521
epoch time: 5.6051855087s, input_fired_time: 0.1153918803, output_fired_time: 0.0000000000, propagate_forward_time: 4.9963078499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4934859276
validation[          , genome  4107] predictions:    9589/  10000 (95.89%), best:    9659/10000 (96.59%), error:      1393.64880, best error:      1190.17322 on epoch:    61, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 67.4527664185s, input_fired_time: 0.8903096318, output_fired_time: 0.8200176954, propagate_forward_time: 24.9454574585, propagate_backward_time: 38.1007957458, weight_update_time: 0.1250981688, other_time: 2.6961860657
epoch time: 5.6012024879s, input_fired_time: 0.1122864783, output_fired_time: 0.0000000000, propagate_forward_time: 5.0129499435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4759659767
validation[          , genome  4107] predictions:    9639/  10000 (96.39%), best:    9659/10000 (96.59%), error:      1272.38538, best error:      1190.17322 on epoch:    61, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 67.3312072754s, input_fired_time: 0.8894388676, output_fired_time: 0.8202727437, propagate_forward_time: 24.8290920258, propagate_backward_time: 38.0807571411, weight_update_time: 0.1240744144, other_time: 2.7116394043
epoch time: 5.5689601898s, input_fired_time: 0.1125389040, output_fired_time: 0.0000000000, propagate_forward_time: 4.9821968079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4742245674
validation[          , genome  4107] predictions:    9610/  10000 (96.10%), best:    9659/10000 (96.59%), error:      1361.64490, best error:      1190.17322 on epoch:    61, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 66.7098693848s, input_fired_time: 0.8901762366, output_fired_time: 0.8062846661, propagate_forward_time: 24.6066341400, propagate_backward_time: 37.6914253235, weight_update_time: 0.1248718947, other_time: 2.7153511047
epoch time: 5.6844649315s, input_fired_time: 0.1167001799, output_fired_time: 0.0000000000, propagate_forward_time: 5.0792036057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4885611534
validation[          , genome  4107] predictions:    9652/  10000 (96.52%), best:    9659/10000 (96.59%), error:      1210.76685, best error:      1190.17322 on epoch:    61, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 67.8020401001s, input_fired_time: 0.8953682184, output_fired_time: 0.8393126130, propagate_forward_time: 25.0247001648, propagate_backward_time: 38.2557449341, weight_update_time: 0.1349522620, other_time: 2.7869148254
epoch time: 5.5662755966s, input_fired_time: 0.1125153750, output_fired_time: 0.0000000000, propagate_forward_time: 4.9743833542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4793767929
validation[          , genome  4107] predictions:    9580/  10000 (95.80%), best:    9659/10000 (96.59%), error:      1375.77869, best error:      1190.17322 on epoch:    61, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 67.4613418579s, input_fired_time: 0.8950855136, output_fired_time: 0.8029561639, propagate_forward_time: 24.9802932739, propagate_backward_time: 38.0308990479, weight_update_time: 0.1320451200, other_time: 2.7521057129
epoch time: 5.5230107307s, input_fired_time: 0.1138610095, output_fired_time: 0.0000000000, propagate_forward_time: 4.9261250496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4830245972
validation[          , genome  4107] predictions:    9605/  10000 (96.05%), best:    9659/10000 (96.59%), error:      1311.47791, best error:      1190.17322 on epoch:    61, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 67.5217666626s, input_fired_time: 0.9055283666, output_fired_time: 0.8218663335, propagate_forward_time: 24.9508857727, propagate_backward_time: 38.1335334778, weight_update_time: 0.1246779412, other_time: 2.7099533081
epoch time: 5.4823384285s, input_fired_time: 0.1123956889, output_fired_time: 0.0000000000, propagate_forward_time: 4.8929352760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4770073891
validation[          , genome  4107] predictions:    9622/  10000 (96.22%), best:    9659/10000 (96.59%), error:      1291.99988, best error:      1190.17322 on epoch:    61, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 67.9521026611s, input_fired_time: 0.8997373581, output_fired_time: 0.8241335750, propagate_forward_time: 25.1405849457, propagate_backward_time: 38.3531036377, weight_update_time: 0.1248079389, other_time: 2.7345428467
epoch time: 5.5584335327s, input_fired_time: 0.1103259027, output_fired_time: 0.0000000000, propagate_forward_time: 4.9674239159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806838036
validation[          , genome  4107] predictions:    9599/  10000 (95.99%), best:    9659/10000 (96.59%), error:      1380.58167, best error:      1190.17322 on epoch:    61, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 67.6625823975s, input_fired_time: 0.8993485570, output_fired_time: 0.8211647868, propagate_forward_time: 24.9562149048, propagate_backward_time: 38.2506217957, weight_update_time: 0.1258812547, other_time: 2.7352333069
epoch time: 5.5691695213s, input_fired_time: 0.1128969863, output_fired_time: 0.0000000000, propagate_forward_time: 4.9762797356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799928665
validation[          , genome  4107] predictions:    9596/  10000 (95.96%), best:    9659/10000 (96.59%), error:      1367.60999, best error:      1190.17322 on epoch:    61, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 67.1178741455s, input_fired_time: 0.8933194876, output_fired_time: 0.8155144453, propagate_forward_time: 24.7812385559, propagate_backward_time: 37.8979530334, weight_update_time: 0.1248385981, other_time: 2.7298507690
epoch time: 5.4742093086s, input_fired_time: 0.1126846075, output_fired_time: 0.0000000000, propagate_forward_time: 4.8854336739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4760909081
validation[          , genome  4107] predictions:    9657/  10000 (96.57%), best:    9659/10000 (96.59%), error:      1204.71558, best error:      1190.17322 on epoch:    61, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 67.4932861328s, input_fired_time: 0.9026219249, output_fired_time: 0.8202129602, propagate_forward_time: 24.8633441925, propagate_backward_time: 38.1907234192, weight_update_time: 0.1293065697, other_time: 2.7163887024
epoch time: 5.6060204506s, input_fired_time: 0.1108938903, output_fired_time: 0.0000000000, propagate_forward_time: 5.0117115974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834151268
validation[          , genome  4107] predictions:    9624/  10000 (96.24%), best:    9659/10000 (96.59%), error:      1311.35730, best error:      1190.17322 on epoch:    61, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 67.8682708740s, input_fired_time: 0.8874228597, output_fired_time: 0.8316688538, propagate_forward_time: 25.1264152527, propagate_backward_time: 38.3599891663, weight_update_time: 0.1242942438, other_time: 2.6627807617
epoch time: 5.5535206795s, input_fired_time: 0.1155191809, output_fired_time: 0.0000000000, propagate_forward_time: 4.9560570717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819445610
validation[          , genome  4107] predictions:    9595/  10000 (95.95%), best:    9659/10000 (96.59%), error:      1390.92090, best error:      1190.17322 on epoch:    61, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 67.5604476929s, input_fired_time: 0.9074892998, output_fired_time: 0.8083283901, propagate_forward_time: 24.9558811188, propagate_backward_time: 38.1284637451, weight_update_time: 0.1241174191, other_time: 2.7602920532
epoch time: 5.4891557693s, input_fired_time: 0.1117011011, output_fired_time: 0.0000000000, propagate_forward_time: 4.9018678665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4755868912
validation[          , genome  4107] predictions:    9573/  10000 (95.73%), best:    9659/10000 (96.59%), error:      1453.79285, best error:      1190.17322 on epoch:    61, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 67.8613891602s, input_fired_time: 0.9000175595, output_fired_time: 0.8103598952, propagate_forward_time: 25.1218624115, propagate_backward_time: 38.2662200928, weight_update_time: 0.1289620399, other_time: 2.7629318237
epoch time: 5.5273876190s, input_fired_time: 0.1132399812, output_fired_time: 0.0000000000, propagate_forward_time: 4.9413800240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727678299
validation[          , genome  4107] predictions:    9614/  10000 (96.14%), best:    9659/10000 (96.59%), error:      1268.93738, best error:      1190.17322 on epoch:    61, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 67.0704650879s, input_fired_time: 0.8946546912, output_fired_time: 0.8034152985, propagate_forward_time: 24.7259368896, propagate_backward_time: 37.9079093933, weight_update_time: 0.1257064939, other_time: 2.7385520935
epoch time: 5.5950894356s, input_fired_time: 0.1121603847, output_fired_time: 0.0000000000, propagate_forward_time: 5.0135049820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694242477
validation[          , genome  4107] predictions:    9596/  10000 (95.96%), best:    9659/10000 (96.59%), error:      1336.67603, best error:      1190.17322 on epoch:    61, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 67.2728576660s, input_fired_time: 0.9054298401, output_fired_time: 0.8091362119, propagate_forward_time: 24.8564300537, propagate_backward_time: 37.9735450745, weight_update_time: 0.1244037524, other_time: 2.7283210754
epoch time: 5.4795575142s, input_fired_time: 0.1109942719, output_fired_time: 0.0000000000, propagate_forward_time: 4.8972573280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713058472
validation[          , genome  4107] predictions:    9614/  10000 (96.14%), best:    9659/10000 (96.59%), error:      1307.95728, best error:      1190.17322 on epoch:    61, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 67.1833877563s, input_fired_time: 0.8942648172, output_fired_time: 0.8021962643, propagate_forward_time: 24.8134098053, propagate_backward_time: 37.9518775940, weight_update_time: 0.1247595847, other_time: 2.7216453552
epoch time: 5.5446419716s, input_fired_time: 0.1124696881, output_fired_time: 0.0000000000, propagate_forward_time: 4.9600281715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721441269
validation[          , genome  4107] predictions:    9654/  10000 (96.54%), best:    9659/10000 (96.59%), error:      1216.44727, best error:      1190.17322 on epoch:    61, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 67.7838134766s, input_fired_time: 0.9032706022, output_fired_time: 0.8226573467, propagate_forward_time: 25.0281200409, propagate_backward_time: 38.2944335938, weight_update_time: 0.1270750463, other_time: 2.7353363037
epoch time: 5.5740008354s, input_fired_time: 0.1114707738, output_fired_time: 0.0000000000, propagate_forward_time: 4.9982047081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4643254280
validation[          , genome  4107] predictions:    9629/  10000 (96.29%), best:    9659/10000 (96.59%), error:      1269.71204, best error:      1190.17322 on epoch:    61, 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: 27.9401874542s, input_fired_time: 0.5608345270, output_fired_time: 0.0000000000, propagate_forward_time: 24.8295116425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5498409271
best training[          , genome  4107] predictions:   48955/  50000 (97.91%), best:    9659/10000 (96.59%), error:      3747.38501, best error:      1190.17322 on epoch:    61, 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: 5.6453514099s, input_fired_time: 0.1109225005, output_fired_time: 0.0000000000, propagate_forward_time: 5.0416879654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4927411079
   testing[          , genome  4107] predictions:    9679/  10000 (96.79%), best:    9659/10000 (96.59%), error:      1114.60010, best error:      1190.17322 on epoch:    61, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:24:02 (4232): called boinc_finish(0)

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