Nameexact_genome_1512568488_42_3222_0
Workunit2587339
Created7 Dec 2017, 3:40:35 UTC
Sent7 Dec 2017, 3:44:11 UTC
Report deadline10 Dec 2017, 19:58:57 UTC
Received7 Dec 2017, 11:13:26 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time2 hours 12 min 54 sec
CPU time2 hours 9 min 37 sec
Validate stateValid
Credit919.23
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.86 MB
Peak swap size156.68 MB
Peak disk usage1.73 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0595010221, output_fired_time: 0.0000000000, propagate_forward_time: 5.3681874275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261851311
validation[          , genome  3222] predictions:    9613/  10000 (96.13%), best:    9604/10000 (96.04%), error:      1384.52026, best error:      1351.19629 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 70.6618347168s, input_fired_time: 0.4773322046, output_fired_time: 0.4868997633, propagate_forward_time: 26.3937664032, propagate_backward_time: 40.8512649536, weight_update_time: 0.1515092701, other_time: 2.4525680542
epoch time: 5.9963865280s, input_fired_time: 0.0612770058, output_fired_time: 0.0000000000, propagate_forward_time: 5.4839158058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4511938095
validation[          , genome  3222] predictions:    9570/  10000 (95.70%), best:    9604/10000 (96.04%), error:      1404.80298, best error:      1351.19629 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 69.1303329468s, input_fired_time: 0.4680490792, output_fired_time: 0.4816426635, propagate_forward_time: 25.5487060547, propagate_backward_time: 40.2125053406, weight_update_time: 0.1491681188, other_time: 2.4194297791
epoch time: 6.2194442749s, input_fired_time: 0.0654783174, output_fired_time: 0.0000000000, propagate_forward_time: 5.6825160980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4714498520
validation[          , genome  3222] predictions:    9584/  10000 (95.84%), best:    9604/10000 (96.04%), error:      1400.07239, best error:      1351.19629 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 70.3244476318s, input_fired_time: 0.4770252705, output_fired_time: 0.4862135947, propagate_forward_time: 26.2321186066, propagate_backward_time: 40.6745071411, weight_update_time: 0.1520525366, other_time: 2.4545822144
epoch time: 5.9135189056s, input_fired_time: 0.0603811927, output_fired_time: 0.0000000000, propagate_forward_time: 5.4036965370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494409561
validation[          , genome  3222] predictions:    9550/  10000 (95.50%), best:    9604/10000 (96.04%), error:      1485.04590, best error:      1351.19629 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 71.1869735718s, input_fired_time: 0.4830363095, output_fired_time: 0.4896217287, propagate_forward_time: 26.7507762909, propagate_backward_time: 40.9848861694, weight_update_time: 0.1535312831, other_time: 2.4786453247
epoch time: 5.8799772263s, input_fired_time: 0.0599696673, output_fired_time: 0.0000000000, propagate_forward_time: 5.3773245811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4426827431
validation[          , genome  3222] predictions:    9576/  10000 (95.76%), best:    9604/10000 (96.04%), error:      1427.05688, best error:      1351.19629 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 70.9726638794s, input_fired_time: 0.4759750962, output_fired_time: 0.4867740870, propagate_forward_time: 26.7240428925, propagate_backward_time: 40.8899612427, weight_update_time: 0.1504663378, other_time: 2.3959121704
epoch time: 5.8331503868s, input_fired_time: 0.0605534874, output_fired_time: 0.0000000000, propagate_forward_time: 5.3332643509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393324852
validation[          , genome  3222] predictions:    9580/  10000 (95.80%), best:    9604/10000 (96.04%), error:      1393.69226, best error:      1351.19629 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 70.6785659790s, input_fired_time: 0.4818409979, output_fired_time: 0.4872195721, propagate_forward_time: 26.3110256195, propagate_backward_time: 40.9160461426, weight_update_time: 0.1535413414, other_time: 2.4824295044
epoch time: 5.7771844864s, input_fired_time: 0.0594546758, output_fired_time: 0.0000000000, propagate_forward_time: 5.2943959236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233341217
validation[          , genome  3222] predictions:    9606/  10000 (96.06%), best:    9606/10000 (96.06%), error:      1325.55786, best error:      1325.55786 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 70.6558380127s, input_fired_time: 0.4775073826, output_fired_time: 0.4851620495, propagate_forward_time: 26.5601902008, propagate_backward_time: 40.6588363647, weight_update_time: 0.1532693207, other_time: 2.4741439819
epoch time: 5.9615302086s, input_fired_time: 0.0615666620, output_fired_time: 0.0000000000, propagate_forward_time: 5.4525704384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4473929405
validation[          , genome  3222] predictions:    9599/  10000 (95.99%), best:    9606/10000 (96.06%), error:      1371.08276, best error:      1325.55786 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 68.2680206299s, input_fired_time: 0.4681853056, output_fired_time: 0.4825987220, propagate_forward_time: 24.9494953156, propagate_backward_time: 39.7947120667, weight_update_time: 0.1504005045, other_time: 2.5730323792
epoch time: 5.8565893173s, input_fired_time: 0.0589105152, output_fired_time: 0.0000000000, propagate_forward_time: 5.3736419678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240369797
validation[          , genome  3222] predictions:    9625/  10000 (96.25%), best:    9625/10000 (96.25%), error:      1273.60901, best error:      1273.60901 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 70.1300659180s, input_fired_time: 0.4759946465, output_fired_time: 0.4859648943, propagate_forward_time: 26.0911598206, propagate_backward_time: 40.5433998108, weight_update_time: 0.1541320235, other_time: 2.5335464478
epoch time: 6.2108845711s, input_fired_time: 0.0652828366, output_fired_time: 0.0000000000, propagate_forward_time: 5.6718916893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737100601
validation[          , genome  3222] predictions:    9610/  10000 (96.10%), best:    9625/10000 (96.25%), error:      1314.03870, best error:      1273.60901 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 70.7157974243s, input_fired_time: 0.4738078117, output_fired_time: 0.4855523705, propagate_forward_time: 26.4860668182, propagate_backward_time: 40.8776893616, weight_update_time: 0.1518148780, other_time: 2.3926811218
epoch time: 5.8750867844s, input_fired_time: 0.0589480028, output_fired_time: 0.0000000000, propagate_forward_time: 5.3922963142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238424301
validation[          , genome  3222] predictions:    9589/  10000 (95.89%), best:    9625/10000 (96.25%), error:      1391.75891, best error:      1273.60901 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 71.0329360962s, input_fired_time: 0.4776999652, output_fired_time: 0.4859329164, propagate_forward_time: 26.6886482239, propagate_backward_time: 40.9217033386, weight_update_time: 0.1532518566, other_time: 2.4589538574
epoch time: 5.9544134140s, input_fired_time: 0.0615907684, output_fired_time: 0.0000000000, propagate_forward_time: 5.4483566284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444661140
validation[          , genome  3222] predictions:    9634/  10000 (96.34%), best:    9625/10000 (96.25%), error:      1286.85095, best error:      1273.60901 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 71.3325500488s, input_fired_time: 0.4834381640, output_fired_time: 0.4902955890, propagate_forward_time: 26.6677227020, propagate_backward_time: 41.1875419617, weight_update_time: 0.1539298445, other_time: 2.5035514832
epoch time: 5.8946948051s, input_fired_time: 0.0622343868, output_fired_time: 0.0000000000, propagate_forward_time: 5.3888697624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435906410
validation[          , genome  3222] predictions:    9569/  10000 (95.69%), best:    9625/10000 (96.25%), error:      1508.56531, best error:      1273.60901 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 69.9205093384s, input_fired_time: 0.4727805555, output_fired_time: 0.4830092788, propagate_forward_time: 25.9873142242, propagate_backward_time: 40.5272750854, weight_update_time: 0.1499693245, other_time: 2.4501342773
epoch time: 5.9506416321s, input_fired_time: 0.0616255887, output_fired_time: 0.0000000000, propagate_forward_time: 5.4424180984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4465980530
validation[          , genome  3222] predictions:    9631/  10000 (96.31%), best:    9625/10000 (96.25%), error:      1276.19958, best error:      1273.60901 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 71.2781066895s, input_fired_time: 0.4799392819, output_fired_time: 0.4870605171, propagate_forward_time: 26.8077259064, propagate_backward_time: 41.0770072937, weight_update_time: 0.1530562341, other_time: 2.4263725281
epoch time: 5.8784589767s, input_fired_time: 0.0614015050, output_fired_time: 0.0000000000, propagate_forward_time: 5.3748602867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421973228
validation[          , genome  3222] predictions:    9638/  10000 (96.38%), best:    9638/10000 (96.38%), error:      1251.65649, best error:      1251.65649 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 71.7630691528s, input_fired_time: 0.4862925112, output_fired_time: 0.4926294386, propagate_forward_time: 26.9611434937, propagate_backward_time: 41.3393363953, weight_update_time: 0.1542328894, other_time: 2.4836692810
epoch time: 5.2944574356s, input_fired_time: 0.0584999062, output_fired_time: 0.0000000000, propagate_forward_time: 4.8027105331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332470894
validation[          , genome  3222] predictions:    9634/  10000 (96.34%), best:    9638/10000 (96.38%), error:      1255.79382, best error:      1251.65649 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 71.1179351807s, input_fired_time: 0.4787192941, output_fired_time: 0.4877965152, propagate_forward_time: 26.6580810547, propagate_backward_time: 40.9983673096, weight_update_time: 0.1531397998, other_time: 2.4949722290
epoch time: 5.8148784637s, input_fired_time: 0.0598339997, output_fired_time: 0.0000000000, propagate_forward_time: 5.3329887390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220557213
validation[          , genome  3222] predictions:    9543/  10000 (95.43%), best:    9638/10000 (96.38%), error:      1565.51123, best error:      1251.65649 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 71.5536727905s, input_fired_time: 0.4882602990, output_fired_time: 0.4917830825, propagate_forward_time: 26.8611278534, propagate_backward_time: 41.2507896423, weight_update_time: 0.1547344923, other_time: 2.4617118835
epoch time: 5.7254514694s, input_fired_time: 0.0596072711, output_fired_time: 0.0000000000, propagate_forward_time: 5.2263669968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394769669
validation[          , genome  3222] predictions:    9541/  10000 (95.41%), best:    9638/10000 (96.38%), error:      1530.04077, best error:      1251.65649 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 69.9528732300s, input_fired_time: 0.4761400223, output_fired_time: 0.4854059219, propagate_forward_time: 25.8837528229, propagate_backward_time: 40.5745353699, weight_update_time: 0.1528321356, other_time: 2.5330390930
epoch time: 5.7806491852s, input_fired_time: 0.0586851463, output_fired_time: 0.0000000000, propagate_forward_time: 5.2988791466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230847359
validation[          , genome  3222] predictions:    9605/  10000 (96.05%), best:    9638/10000 (96.38%), error:      1355.37598, best error:      1251.65649 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 71.8526535034s, input_fired_time: 0.4907054007, output_fired_time: 0.4967101514, propagate_forward_time: 26.9684677124, propagate_backward_time: 41.3712463379, weight_update_time: 0.1574746817, other_time: 2.5255203247
epoch time: 5.0847949982s, input_fired_time: 0.0572658256, output_fired_time: 0.0000000000, propagate_forward_time: 4.5574746132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700546265
validation[          , genome  3222] predictions:    9596/  10000 (95.96%), best:    9638/10000 (96.38%), error:      1312.22913, best error:      1251.65649 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 71.4165878296s, input_fired_time: 0.4863052666, output_fired_time: 0.4899480343, propagate_forward_time: 26.7975044250, propagate_backward_time: 41.1988945007, weight_update_time: 0.1540445238, other_time: 2.4439392090
epoch time: 5.8103699684s, input_fired_time: 0.0599437803, output_fired_time: 0.0000000000, propagate_forward_time: 5.3207921982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4296340942
validation[          , genome  3222] predictions:    9581/  10000 (95.81%), best:    9638/10000 (96.38%), error:      1382.45825, best error:      1251.65649 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 68.9446487427s, input_fired_time: 0.4689091146, output_fired_time: 0.4789003730, propagate_forward_time: 25.3209152222, propagate_backward_time: 40.2329864502, weight_update_time: 0.1493168771, other_time: 2.4429397583
epoch time: 5.8194150925s, input_fired_time: 0.0600080416, output_fired_time: 0.0000000000, propagate_forward_time: 5.3332762718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261307716
validation[          , genome  3222] predictions:    9634/  10000 (96.34%), best:    9638/10000 (96.38%), error:      1280.32776, best error:      1251.65649 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 69.8463287354s, input_fired_time: 0.4740062952, output_fired_time: 0.4847590029, propagate_forward_time: 25.9917392731, propagate_backward_time: 40.4914016724, weight_update_time: 0.1493770927, other_time: 2.4044265747
epoch time: 5.8644218445s, input_fired_time: 0.0606610514, output_fired_time: 0.0000000000, propagate_forward_time: 5.3687152863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4350457191
validation[          , genome  3222] predictions:    9587/  10000 (95.87%), best:    9638/10000 (96.38%), error:      1374.03662, best error:      1251.65649 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 71.3027038574s, input_fired_time: 0.4805350304, output_fired_time: 0.4874467254, propagate_forward_time: 26.8161334991, propagate_backward_time: 41.1096763611, weight_update_time: 0.1531134397, other_time: 2.4089088440
epoch time: 5.8960018158s, input_fired_time: 0.0592296682, output_fired_time: 0.0000000000, propagate_forward_time: 5.4144716263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223003387
validation[          , genome  3222] predictions:    9611/  10000 (96.11%), best:    9638/10000 (96.38%), error:      1340.38818, best error:      1251.65649 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 71.8031234741s, input_fired_time: 0.4925153255, output_fired_time: 0.4947469234, propagate_forward_time: 26.8731460571, propagate_backward_time: 41.4591789246, weight_update_time: 0.1552355886, other_time: 2.4835395813
epoch time: 5.8115630150s, input_fired_time: 0.0600129776, output_fired_time: 0.0000000000, propagate_forward_time: 5.3100056648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4415445328
validation[          , genome  3222] predictions:    9603/  10000 (96.03%), best:    9638/10000 (96.38%), error:      1331.96509, best error:      1251.65649 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 69.6972351074s, input_fired_time: 0.4821093082, output_fired_time: 0.4822587073, propagate_forward_time: 25.9064979553, propagate_backward_time: 40.3040466309, weight_update_time: 0.1522948444, other_time: 2.5223197937
epoch time: 5.8511381149s, input_fired_time: 0.0599005371, output_fired_time: 0.0000000000, propagate_forward_time: 5.3673548698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238824844
validation[          , genome  3222] predictions:    9617/  10000 (96.17%), best:    9638/10000 (96.38%), error:      1304.80273, best error:      1251.65649 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 71.6836547852s, input_fired_time: 0.4854588509, output_fired_time: 0.4896481037, propagate_forward_time: 26.9493522644, propagate_backward_time: 41.3295249939, weight_update_time: 0.1533209682, other_time: 2.4296722412
epoch time: 5.8257184029s, input_fired_time: 0.0590471253, output_fired_time: 0.0000000000, propagate_forward_time: 5.3433532715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233179092
validation[          , genome  3222] predictions:    9625/  10000 (96.25%), best:    9638/10000 (96.38%), error:      1266.97168, best error:      1251.65649 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 72.0933914185s, input_fired_time: 0.4931591451, output_fired_time: 0.4953635931, propagate_forward_time: 27.0724887848, propagate_backward_time: 41.5490226746, weight_update_time: 0.1556411088, other_time: 2.4833641052
epoch time: 6.0036320686s, input_fired_time: 0.0626378581, output_fired_time: 0.0000000000, propagate_forward_time: 5.4969015121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4440927505
validation[          , genome  3222] predictions:    9607/  10000 (96.07%), best:    9638/10000 (96.38%), error:      1303.50830, best error:      1251.65649 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 71.4194107056s, input_fired_time: 0.4901714325, output_fired_time: 0.4896261096, propagate_forward_time: 26.7715587616, propagate_backward_time: 41.1385383606, weight_update_time: 0.1548237801, other_time: 2.5295143127
epoch time: 5.2069115639s, input_fired_time: 0.0576268733, output_fired_time: 0.0000000000, propagate_forward_time: 4.7119512558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373335838
validation[          , genome  3222] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1187.71362, best error:      1187.71362 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 70.8087997437s, input_fired_time: 0.4821578562, output_fired_time: 0.4879209399, propagate_forward_time: 26.4821453094, propagate_backward_time: 40.8660583496, weight_update_time: 0.1532112360, other_time: 2.4905166626
epoch time: 5.8215427399s, input_fired_time: 0.0589940138, output_fired_time: 0.0000000000, propagate_forward_time: 5.3383665085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4241824150
validation[          , genome  3222] predictions:    9609/  10000 (96.09%), best:    9659/10000 (96.59%), error:      1268.88843, best error:      1187.71362 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 71.6962432861s, input_fired_time: 0.4888493121, output_fired_time: 0.4962131977, propagate_forward_time: 26.9393749237, propagate_backward_time: 41.2877655029, weight_update_time: 0.1534987539, other_time: 2.4840393066
epoch time: 5.2763819695s, input_fired_time: 0.0592908338, output_fired_time: 0.0000000000, propagate_forward_time: 4.7751021385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4419889450
validation[          , genome  3222] predictions:    9580/  10000 (95.80%), best:    9659/10000 (96.59%), error:      1413.41235, best error:      1187.71362 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 69.1455917358s, input_fired_time: 0.4718236029, output_fired_time: 0.4787378907, propagate_forward_time: 25.5830898285, propagate_backward_time: 40.1618576050, weight_update_time: 0.1504068375, other_time: 2.4500808716
epoch time: 6.0692491531s, input_fired_time: 0.0636251494, output_fired_time: 0.0000000000, propagate_forward_time: 5.5514755249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4541482925
validation[          , genome  3222] predictions:    9617/  10000 (96.17%), best:    9659/10000 (96.59%), error:      1268.43921, best error:      1187.71362 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 70.6990814209s, input_fired_time: 0.4811929464, output_fired_time: 0.4872361422, propagate_forward_time: 26.5243721008, propagate_backward_time: 40.7279014587, weight_update_time: 0.1523337662, other_time: 2.4783782959
epoch time: 5.8571734428s, input_fired_time: 0.0598447062, output_fired_time: 0.0000000000, propagate_forward_time: 5.3741402626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4231886864
validation[          , genome  3222] predictions:    9621/  10000 (96.21%), best:    9659/10000 (96.59%), error:      1306.68201, best error:      1187.71362 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 71.2755203247s, input_fired_time: 0.4830068648, output_fired_time: 0.4928388298, propagate_forward_time: 26.7241287231, propagate_backward_time: 41.0484924316, weight_update_time: 0.1553734243, other_time: 2.5270538330
epoch time: 5.9349818230s, input_fired_time: 0.0628480688, output_fired_time: 0.0000000000, propagate_forward_time: 5.4261341095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459996223
validation[          , genome  3222] predictions:    9626/  10000 (96.26%), best:    9659/10000 (96.59%), error:      1257.60242, best error:      1187.71362 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 71.6265258789s, input_fired_time: 0.4907804430, output_fired_time: 0.4926419258, propagate_forward_time: 26.7661743164, propagate_backward_time: 41.4245567322, weight_update_time: 0.1535593718, other_time: 2.4523658752
epoch time: 5.7266941071s, input_fired_time: 0.0592551194, output_fired_time: 0.0000000000, propagate_forward_time: 5.2457180023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217209816
validation[          , genome  3222] predictions:    9654/  10000 (96.54%), best:    9659/10000 (96.59%), error:      1207.06177, best error:      1187.71362 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 71.4797134399s, input_fired_time: 0.4842674434, output_fired_time: 0.4929090142, propagate_forward_time: 26.8854503632, propagate_backward_time: 41.1663284302, weight_update_time: 0.1536557674, other_time: 2.4507522583
epoch time: 6.0179209709s, input_fired_time: 0.0623428524, output_fired_time: 0.0000000000, propagate_forward_time: 5.4966726303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589056969
validation[          , genome  3222] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1158.43933, best error:      1158.43933 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 71.3066787720s, input_fired_time: 0.4826345742, output_fired_time: 0.4885840416, propagate_forward_time: 26.8212928772, propagate_backward_time: 41.1088790894, weight_update_time: 0.1513445079, other_time: 2.4052848816
epoch time: 6.2156920433s, input_fired_time: 0.0657871962, output_fired_time: 0.0000000000, propagate_forward_time: 5.6822867393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676179886
validation[          , genome  3222] predictions:    9567/  10000 (95.67%), best:    9653/10000 (96.53%), error:      1374.12927, best error:      1158.43933 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 68.7823181152s, input_fired_time: 0.4811652005, output_fired_time: 0.4844214618, propagate_forward_time: 25.1775665283, propagate_backward_time: 40.0075988770, weight_update_time: 0.1546259224, other_time: 2.6315689087
epoch time: 5.8827295303s, input_fired_time: 0.0604753941, output_fired_time: 0.0000000000, propagate_forward_time: 5.3993940353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228601456
validation[          , genome  3222] predictions:    9613/  10000 (96.13%), best:    9653/10000 (96.53%), error:      1309.28308, best error:      1158.43933 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 71.4490203857s, input_fired_time: 0.4878808558, output_fired_time: 0.4915097356, propagate_forward_time: 26.8062572479, propagate_backward_time: 41.1475677490, weight_update_time: 0.1566038579, other_time: 2.5158004761
epoch time: 5.7042808533s, input_fired_time: 0.0602576137, output_fired_time: 0.0000000000, propagate_forward_time: 5.2185854912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254379272
validation[          , genome  3222] predictions:    9604/  10000 (96.04%), best:    9653/10000 (96.53%), error:      1372.71985, best error:      1158.43933 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 72.0406494141s, input_fired_time: 0.4923448563, output_fired_time: 0.4887792468, propagate_forward_time: 27.1046504974, propagate_backward_time: 41.4475212097, weight_update_time: 0.1551505178, other_time: 2.5073509216
epoch time: 6.2355089188s, input_fired_time: 0.0642915517, output_fired_time: 0.0000000000, propagate_forward_time: 5.6864891052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4847283363
validation[          , genome  3222] predictions:    9624/  10000 (96.24%), best:    9653/10000 (96.53%), error:      1271.54150, best error:      1158.43933 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 70.4131622314s, input_fired_time: 0.4867962897, output_fired_time: 0.4820290506, propagate_forward_time: 26.3558864594, propagate_backward_time: 40.6013717651, weight_update_time: 0.1536892503, other_time: 2.4870758057
epoch time: 5.8177714348s, input_fired_time: 0.0603115708, output_fired_time: 0.0000000000, propagate_forward_time: 5.3342304230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232292175
validation[          , genome  3222] predictions:    9651/  10000 (96.51%), best:    9653/10000 (96.53%), error:      1222.93396, best error:      1158.43933 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 68.5432662964s, input_fired_time: 0.4694384038, output_fired_time: 0.4777771533, propagate_forward_time: 25.1869869232, propagate_backward_time: 39.9464111328, weight_update_time: 0.1497474760, other_time: 2.4626541138
epoch time: 5.7540512085s, input_fired_time: 0.0601589717, output_fired_time: 0.0000000000, propagate_forward_time: 5.2725558281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4213361740
validation[          , genome  3222] predictions:    9629/  10000 (96.29%), best:    9653/10000 (96.53%), error:      1286.53992, best error:      1158.43933 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 70.4557647705s, input_fired_time: 0.4811048508, output_fired_time: 0.4849281907, propagate_forward_time: 26.3715343475, propagate_backward_time: 40.6949386597, weight_update_time: 0.1510357112, other_time: 2.4232559204
epoch time: 5.5735511780s, input_fired_time: 0.0581468493, output_fired_time: 0.0000000000, propagate_forward_time: 5.1056847572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4097194672
validation[          , genome  3222] predictions:    9577/  10000 (95.77%), best:    9653/10000 (96.53%), error:      1421.36890, best error:      1158.43933 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 70.5237121582s, input_fired_time: 0.4730273783, output_fired_time: 0.4817928076, propagate_forward_time: 26.4833354950, propagate_backward_time: 40.7351799011, weight_update_time: 0.1484759450, other_time: 2.3503684998
epoch time: 5.8710618019s, input_fired_time: 0.0611658692, output_fired_time: 0.0000000000, propagate_forward_time: 5.3672361374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4426598549
validation[          , genome  3222] predictions:    9600/  10000 (96.00%), best:    9653/10000 (96.53%), error:      1332.05078, best error:      1158.43933 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 71.4502716064s, input_fired_time: 0.4820756018, output_fired_time: 0.4888051748, propagate_forward_time: 26.9118633270, propagate_backward_time: 41.1418495178, weight_update_time: 0.1508536488, other_time: 2.4256706238
epoch time: 6.2274141312s, input_fired_time: 0.0661554411, output_fired_time: 0.0000000000, propagate_forward_time: 5.6956110001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656476974
validation[          , genome  3222] predictions:    9635/  10000 (96.35%), best:    9653/10000 (96.53%), error:      1301.27698, best error:      1158.43933 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 71.5117416382s, input_fired_time: 0.4876927733, output_fired_time: 0.4933782220, propagate_forward_time: 26.8793773651, propagate_backward_time: 41.2588043213, weight_update_time: 0.1522233784, other_time: 2.3924865723
epoch time: 5.5827431679s, input_fired_time: 0.0596559346, output_fired_time: 0.0000000000, propagate_forward_time: 5.0781278610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449591637
validation[          , genome  3222] predictions:    9608/  10000 (96.08%), best:    9653/10000 (96.53%), error:      1292.47961, best error:      1158.43933 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 71.3902664185s, input_fired_time: 0.4808568060, output_fired_time: 0.4910843074, propagate_forward_time: 26.8808765411, propagate_backward_time: 41.0965843201, weight_update_time: 0.1545715779, other_time: 2.4408683777
epoch time: 6.0182619095s, input_fired_time: 0.0636795536, output_fired_time: 0.0000000000, propagate_forward_time: 5.4971356392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574465752
validation[          , genome  3222] predictions:    9491/  10000 (94.91%), best:    9653/10000 (96.53%), error:      1708.64087, best error:      1158.43933 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 71.5696868896s, input_fired_time: 0.4876329899, output_fired_time: 0.4906439185, propagate_forward_time: 26.9190082550, propagate_backward_time: 41.1937026978, weight_update_time: 0.1543727070, other_time: 2.4786987305
epoch time: 5.9088201523s, input_fired_time: 0.0607373714, output_fired_time: 0.0000000000, propagate_forward_time: 5.4163479805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317345619
validation[          , genome  3222] predictions:    9642/  10000 (96.42%), best:    9653/10000 (96.53%), error:      1189.33667, best error:      1158.43933 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 70.8125686646s, input_fired_time: 0.4934255183, output_fired_time: 0.4893739223, propagate_forward_time: 26.2826423645, propagate_backward_time: 41.0242080688, weight_update_time: 0.1549959630, other_time: 2.5229225159
epoch time: 5.7951169014s, input_fired_time: 0.0601830594, output_fired_time: 0.0000000000, propagate_forward_time: 5.3095746040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253592491
validation[          , genome  3222] predictions:    9632/  10000 (96.32%), best:    9653/10000 (96.53%), error:      1278.65869, best error:      1158.43933 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 71.6029739380s, input_fired_time: 0.4814527333, output_fired_time: 0.4916135371, propagate_forward_time: 27.0195865631, propagate_backward_time: 41.2203521729, weight_update_time: 0.1515124291, other_time: 2.3899688721
epoch time: 5.8502025604s, input_fired_time: 0.0611600317, output_fired_time: 0.0000000000, propagate_forward_time: 5.3638696671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251728058
validation[          , genome  3222] predictions:    9614/  10000 (96.14%), best:    9653/10000 (96.53%), error:      1316.59827, best error:      1158.43933 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 70.2188720703s, input_fired_time: 0.4835588932, output_fired_time: 0.4841900766, propagate_forward_time: 26.1737632751, propagate_backward_time: 40.5996398926, weight_update_time: 0.1517507583, other_time: 2.4777183533
epoch time: 5.8193068504s, input_fired_time: 0.0592408329, output_fired_time: 0.0000000000, propagate_forward_time: 5.3381528854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4219131470
validation[          , genome  3222] predictions:    9633/  10000 (96.33%), best:    9653/10000 (96.53%), error:      1225.53247, best error:      1158.43933 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 71.0075912476s, input_fired_time: 0.4795674384, output_fired_time: 0.4887052476, propagate_forward_time: 26.6966838837, propagate_backward_time: 40.9744453430, weight_update_time: 0.1509134620, other_time: 2.3681831360
epoch time: 5.9734425545s, input_fired_time: 0.0629070103, output_fired_time: 0.0000000000, propagate_forward_time: 5.4679923058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4425430298
validation[          , genome  3222] predictions:    9629/  10000 (96.29%), best:    9653/10000 (96.53%), error:      1313.49304, best error:      1158.43933 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 71.4566116333s, input_fired_time: 0.4819196761, output_fired_time: 0.4881229699, propagate_forward_time: 26.8853321075, propagate_backward_time: 41.1537628174, weight_update_time: 0.1543347090, other_time: 2.4474792480
epoch time: 5.0415382385s, input_fired_time: 0.0573698021, output_fired_time: 0.0000000000, propagate_forward_time: 4.5187826157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653859138
validation[          , genome  3222] predictions:    9632/  10000 (96.32%), best:    9653/10000 (96.53%), error:      1246.49683, best error:      1158.43933 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 70.3346786499s, input_fired_time: 0.4860471487, output_fired_time: 0.4843024313, propagate_forward_time: 26.1474113464, propagate_backward_time: 40.7279357910, weight_update_time: 0.1522081494, other_time: 2.4889869690
epoch time: 6.1983561516s, input_fired_time: 0.0652292743, output_fired_time: 0.0000000000, propagate_forward_time: 5.6638121605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4693145752
validation[          , genome  3222] predictions:    9635/  10000 (96.35%), best:    9653/10000 (96.53%), error:      1254.13428, best error:      1158.43933 on epoch:    49, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 71.7192535400s, input_fired_time: 0.4890883565, output_fired_time: 0.4950484931, propagate_forward_time: 26.9742393494, propagate_backward_time: 41.2883605957, weight_update_time: 0.1557861567, other_time: 2.4725151062
epoch time: 5.8515830040s, input_fired_time: 0.0608065426, output_fired_time: 0.0000000000, propagate_forward_time: 5.3547697067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4360065460
validation[          , genome  3222] predictions:    9597/  10000 (95.97%), best:    9653/10000 (96.53%), error:      1407.00525, best error:      1158.43933 on epoch:    49, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 68.6238861084s, input_fired_time: 0.4729247391, output_fired_time: 0.4793072343, propagate_forward_time: 25.1915664673, propagate_backward_time: 40.0585289001, weight_update_time: 0.1482421905, other_time: 2.4215583801
epoch time: 5.7453413010s, input_fired_time: 0.0607364886, output_fired_time: 0.0000000000, propagate_forward_time: 5.2478694916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4367351532
validation[          , genome  3222] predictions:    9668/  10000 (96.68%), best:    9653/10000 (96.53%), error:      1160.32837, best error:      1158.43933 on epoch:    49, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 70.4613571167s, input_fired_time: 0.4780328870, output_fired_time: 0.4852728546, propagate_forward_time: 26.3270359039, propagate_backward_time: 40.7592391968, weight_update_time: 0.1514610946, other_time: 2.4117736816
epoch time: 5.7256636620s, input_fired_time: 0.0605842806, output_fired_time: 0.0000000000, propagate_forward_time: 5.2375068665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4275727272
validation[          , genome  3222] predictions:    9595/  10000 (95.95%), best:    9653/10000 (96.53%), error:      1332.89478, best error:      1158.43933 on epoch:    49, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 71.7184371948s, input_fired_time: 0.4877954125, output_fired_time: 0.4960258305, propagate_forward_time: 26.9299316406, propagate_backward_time: 41.3571548462, weight_update_time: 0.1534387618, other_time: 2.4475326538
epoch time: 5.8029031754s, input_fired_time: 0.0601901561, output_fired_time: 0.0000000000, propagate_forward_time: 5.3198728561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228401184
validation[          , genome  3222] predictions:    9613/  10000 (96.13%), best:    9653/10000 (96.53%), error:      1329.09253, best error:      1158.43933 on epoch:    49, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 71.4386062622s, input_fired_time: 0.4876964688, output_fired_time: 0.4883586168, propagate_forward_time: 26.8372325897, propagate_backward_time: 41.1742591858, weight_update_time: 0.1546790749, other_time: 2.4510612488
epoch time: 6.0276827812s, input_fired_time: 0.0642812848, output_fired_time: 0.0000000000, propagate_forward_time: 5.4948401451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685611725
validation[          , genome  3222] predictions:    9625/  10000 (96.25%), best:    9653/10000 (96.53%), error:      1330.48389, best error:      1158.43933 on epoch:    49, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 71.3117599487s, input_fired_time: 0.4763959944, output_fired_time: 0.4861108065, propagate_forward_time: 26.8400039673, propagate_backward_time: 41.1473960876, weight_update_time: 0.1503292769, other_time: 2.3618507385
epoch time: 5.4067463875s, input_fired_time: 0.0608248636, output_fired_time: 0.0000000000, propagate_forward_time: 4.8842906952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4616308212
validation[          , genome  3222] predictions:    9598/  10000 (95.98%), best:    9653/10000 (96.53%), error:      1309.08521, best error:      1158.43933 on epoch:    49, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 70.5495071411s, input_fired_time: 0.4913415611, output_fired_time: 0.4849036336, propagate_forward_time: 26.4008274078, propagate_backward_time: 40.6826972961, weight_update_time: 0.1529004574, other_time: 2.4897422791
epoch time: 5.4083032608s, input_fired_time: 0.0613546595, output_fired_time: 0.0000000000, propagate_forward_time: 4.9116806984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4352679253
validation[          , genome  3222] predictions:    9631/  10000 (96.31%), best:    9653/10000 (96.53%), error:      1269.41675, best error:      1158.43933 on epoch:    49, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 71.4931564331s, input_fired_time: 0.4887576103, output_fired_time: 0.4874854982, propagate_forward_time: 26.8102111816, propagate_backward_time: 41.1956443787, weight_update_time: 0.1542767882, other_time: 2.5110588074
epoch time: 5.9215064049s, input_fired_time: 0.0630435720, output_fired_time: 0.0000000000, propagate_forward_time: 5.4092431068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492197037
validation[          , genome  3222] predictions:    9639/  10000 (96.39%), best:    9653/10000 (96.53%), error:      1239.59229, best error:      1158.43933 on epoch:    49, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 71.2814788818s, input_fired_time: 0.4844871759, output_fired_time: 0.4858604968, propagate_forward_time: 26.8783493042, propagate_backward_time: 41.0608482361, weight_update_time: 0.1498145759, other_time: 2.3719291687
epoch time: 5.5275058746s, input_fired_time: 0.0607449710, output_fired_time: 0.0000000000, propagate_forward_time: 5.0222225189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4445385933
validation[          , genome  3222] predictions:    9645/  10000 (96.45%), best:    9653/10000 (96.53%), error:      1245.58691, best error:      1158.43933 on epoch:    49, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 70.6217803955s, input_fired_time: 0.4823617935, output_fired_time: 0.4839949608, propagate_forward_time: 26.3886623383, propagate_backward_time: 40.8469161987, weight_update_time: 0.1518128067, other_time: 2.4198455811
epoch time: 5.9814815521s, input_fired_time: 0.0648681819, output_fired_time: 0.0000000000, propagate_forward_time: 5.4790906906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4375228882
validation[          , genome  3222] predictions:    9618/  10000 (96.18%), best:    9653/10000 (96.53%), error:      1272.85046, best error:      1158.43933 on epoch:    49, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 71.2147445679s, input_fired_time: 0.4899161160, output_fired_time: 0.4896572530, propagate_forward_time: 26.7087764740, propagate_backward_time: 41.0383567810, weight_update_time: 0.1536343247, other_time: 2.4880409241
epoch time: 5.9024233818s, input_fired_time: 0.0603892505, output_fired_time: 0.0000000000, propagate_forward_time: 5.4215550423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204792976
validation[          , genome  3222] predictions:    9628/  10000 (96.28%), best:    9653/10000 (96.53%), error:      1238.03687, best error:      1158.43933 on epoch:    49, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 71.2401123047s, input_fired_time: 0.4808454812, output_fired_time: 0.4881958365, propagate_forward_time: 26.7377052307, propagate_backward_time: 41.1166000366, weight_update_time: 0.1536749154, other_time: 2.4167671204
epoch time: 6.0358304977s, input_fired_time: 0.0650793090, output_fired_time: 0.0000000000, propagate_forward_time: 5.5215616226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4491896629
validation[          , genome  3222] predictions:    9635/  10000 (96.35%), best:    9653/10000 (96.53%), error:      1265.26172, best error:      1158.43933 on epoch:    49, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 70.9981231689s, input_fired_time: 0.4822096527, output_fired_time: 0.4889161587, propagate_forward_time: 26.6158485413, propagate_backward_time: 40.9648017883, weight_update_time: 0.1524447352, other_time: 2.4463500977
epoch time: 5.8954133987s, input_fired_time: 0.0658385232, output_fired_time: 0.0000000000, propagate_forward_time: 5.3690505028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4605245590
validation[          , genome  3222] predictions:    9620/  10000 (96.20%), best:    9653/10000 (96.53%), error:      1270.25659, best error:      1158.43933 on epoch:    49, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 69.9558639526s, input_fired_time: 0.4835319817, output_fired_time: 0.4823782444, propagate_forward_time: 26.1606826782, propagate_backward_time: 40.3737297058, weight_update_time: 0.1514182687, other_time: 2.4555397034
epoch time: 5.9594726563s, input_fired_time: 0.0618661456, output_fired_time: 0.0000000000, propagate_forward_time: 5.4512887001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4463176727
validation[          , genome  3222] predictions:    9643/  10000 (96.43%), best:    9653/10000 (96.53%), error:      1214.43286, best error:      1158.43933 on epoch:    49, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 70.7473678589s, input_fired_time: 0.4890232682, output_fired_time: 0.4824813008, propagate_forward_time: 26.5570144653, propagate_backward_time: 40.7666931152, weight_update_time: 0.1505969614, other_time: 2.4521560669
epoch time: 5.8153328896s, input_fired_time: 0.0611051358, output_fired_time: 0.0000000000, propagate_forward_time: 5.3325099945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217176437
validation[          , genome  3222] predictions:    9630/  10000 (96.30%), best:    9653/10000 (96.53%), error:      1264.82288, best error:      1158.43933 on epoch:    49, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 72.4152603149s, input_fired_time: 0.4961197972, output_fired_time: 0.4940445423, propagate_forward_time: 27.3327732086, propagate_backward_time: 41.6151046753, weight_update_time: 0.1550506502, other_time: 2.4772262573
epoch time: 5.9138865471s, input_fired_time: 0.0609244034, output_fired_time: 0.0000000000, propagate_forward_time: 5.4299349785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230270386
validation[          , genome  3222] predictions:    9613/  10000 (96.13%), best:    9653/10000 (96.53%), error:      1312.30945, best error:      1158.43933 on epoch:    49, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 71.0612640381s, input_fired_time: 0.4887009263, output_fired_time: 0.4867137372, propagate_forward_time: 26.6529712677, propagate_backward_time: 40.9837417603, weight_update_time: 0.1523773521, other_time: 2.4491348267
epoch time: 5.9824099541s, input_fired_time: 0.0632957518, output_fired_time: 0.0000000000, propagate_forward_time: 5.4654574394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536566734
validation[          , genome  3222] predictions:    9530/  10000 (95.30%), best:    9653/10000 (96.53%), error:      1596.94080, best error:      1158.43933 on epoch:    49, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 70.0761337280s, input_fired_time: 0.4866057932, output_fired_time: 0.4816103578, propagate_forward_time: 26.1831951141, propagate_backward_time: 40.4705886841, weight_update_time: 0.1515142024, other_time: 2.4541320801
epoch time: 5.8972582817s, input_fired_time: 0.0615421347, output_fired_time: 0.0000000000, propagate_forward_time: 5.4105505943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251656532
validation[          , genome  3222] predictions:    9648/  10000 (96.48%), best:    9653/10000 (96.53%), error:      1231.36499, best error:      1158.43933 on epoch:    49, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 71.9476013184s, input_fired_time: 0.4919303060, output_fired_time: 0.4932416081, propagate_forward_time: 27.1391601563, propagate_backward_time: 41.3939514160, weight_update_time: 0.1530108601, other_time: 2.4293212891
epoch time: 5.7800512314s, input_fired_time: 0.0598455630, output_fired_time: 0.0000000000, propagate_forward_time: 5.3024091721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4177966118
validation[          , genome  3222] predictions:    9643/  10000 (96.43%), best:    9653/10000 (96.53%), error:      1229.66028, best error:      1158.43933 on epoch:    49, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 71.4256515503s, input_fired_time: 0.4924779832, output_fired_time: 0.4911590517, propagate_forward_time: 26.8013210297, propagate_backward_time: 41.2023811340, weight_update_time: 0.1537846774, other_time: 2.4383125305
epoch time: 6.0295910835s, input_fired_time: 0.0638983101, output_fired_time: 0.0000000000, propagate_forward_time: 5.5109705925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4547224045
validation[          , genome  3222] predictions:    9578/  10000 (95.78%), best:    9653/10000 (96.53%), error:      1473.89941, best error:      1158.43933 on epoch:    49, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 68.5905532837s, input_fired_time: 0.4695751369, output_fired_time: 0.4816058576, propagate_forward_time: 25.1942749023, propagate_backward_time: 39.9802169800, weight_update_time: 0.1506848782, other_time: 2.4648818970
epoch time: 5.8464851379s, input_fired_time: 0.0608529821, output_fired_time: 0.0000000000, propagate_forward_time: 5.3609108925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4247212410
validation[          , genome  3222] predictions:    9643/  10000 (96.43%), best:    9653/10000 (96.53%), error:      1260.10242, best error:      1158.43933 on epoch:    49, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 71.1488494873s, input_fired_time: 0.4836558402, output_fired_time: 0.4893537760, propagate_forward_time: 26.7549381256, propagate_backward_time: 41.0031890869, weight_update_time: 0.1513526291, other_time: 2.4177093506
epoch time: 6.1092486382s, input_fired_time: 0.0647061691, output_fired_time: 0.0000000000, propagate_forward_time: 5.5932517052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512906075
validation[          , genome  3222] predictions:    9639/  10000 (96.39%), best:    9653/10000 (96.53%), error:      1210.10425, best error:      1158.43933 on epoch:    49, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 70.7645111084s, input_fired_time: 0.4828732610, output_fired_time: 0.4869159162, propagate_forward_time: 26.5502834320, propagate_backward_time: 40.8446998596, weight_update_time: 0.1510312706, other_time: 2.3997383118
epoch time: 5.8113956451s, input_fired_time: 0.0620071553, output_fired_time: 0.0000000000, propagate_forward_time: 5.3279838562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214048386
validation[          , genome  3222] predictions:    9640/  10000 (96.40%), best:    9653/10000 (96.53%), error:      1200.88647, best error:      1158.43933 on epoch:    49, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 71.2383499146s, input_fired_time: 0.4834890366, output_fired_time: 0.4874509573, propagate_forward_time: 26.7728271484, propagate_backward_time: 41.0968589783, weight_update_time: 0.1524973512, other_time: 2.3977241516
epoch time: 5.8812265396s, input_fired_time: 0.0623169318, output_fired_time: 0.0000000000, propagate_forward_time: 5.3823504448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365592003
validation[          , genome  3222] predictions:    9601/  10000 (96.01%), best:    9653/10000 (96.53%), error:      1314.63684, best error:      1158.43933 on epoch:    49, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 71.7119522095s, input_fired_time: 0.4987479448, output_fired_time: 0.4939760566, propagate_forward_time: 26.8585224152, propagate_backward_time: 41.3338012695, weight_update_time: 0.1579701006, other_time: 2.5269088745
epoch time: 5.8192734718s, input_fired_time: 0.0601259209, output_fired_time: 0.0000000000, propagate_forward_time: 5.3351573944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239902496
validation[          , genome  3222] predictions:    9627/  10000 (96.27%), best:    9653/10000 (96.53%), error:      1315.77820, best error:      1158.43933 on epoch:    49, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 70.8510208130s, input_fired_time: 0.4941680729, output_fired_time: 0.4898064435, propagate_forward_time: 26.5155620575, propagate_backward_time: 40.8634719849, weight_update_time: 0.1546594203, other_time: 2.4880065918
epoch time: 6.0477809906s, input_fired_time: 0.0643062741, output_fired_time: 0.0000000000, propagate_forward_time: 5.5227794647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4606952667
validation[          , genome  3222] predictions:    9620/  10000 (96.20%), best:    9653/10000 (96.53%), error:      1274.61792, best error:      1158.43933 on epoch:    49, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 71.3690948486s, input_fired_time: 0.4936200082, output_fired_time: 0.4906010032, propagate_forward_time: 26.7270412445, propagate_backward_time: 41.1875190735, weight_update_time: 0.1537994742, other_time: 2.4703102112
epoch time: 5.7968921661s, input_fired_time: 0.0606338233, output_fired_time: 0.0000000000, propagate_forward_time: 5.3146948814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215636253
validation[          , genome  3222] predictions:    9647/  10000 (96.47%), best:    9653/10000 (96.53%), error:      1215.96667, best error:      1158.43933 on epoch:    49, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 71.1160888672s, input_fired_time: 0.4843920469, output_fired_time: 0.4883853197, propagate_forward_time: 26.7156467438, propagate_backward_time: 41.0143089294, weight_update_time: 0.1509526074, other_time: 2.4133567810
epoch time: 5.8886394501s, input_fired_time: 0.0623312108, output_fired_time: 0.0000000000, propagate_forward_time: 5.3968195915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4294886589
validation[          , genome  3222] predictions:    9628/  10000 (96.28%), best:    9653/10000 (96.53%), error:      1284.20740, best error:      1158.43933 on epoch:    49, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 70.9232177734s, input_fired_time: 0.4885978103, output_fired_time: 0.4854347110, propagate_forward_time: 26.6294898987, propagate_backward_time: 40.8512954712, weight_update_time: 0.1522490382, other_time: 2.4684028625
epoch time: 5.7798285484s, input_fired_time: 0.0606115386, output_fired_time: 0.0000000000, propagate_forward_time: 5.2966923714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225244522
validation[          , genome  3222] predictions:    9630/  10000 (96.30%), best:    9653/10000 (96.53%), error:      1291.11072, best error:      1158.43933 on epoch:    49, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 71.1072998047s, input_fired_time: 0.4816494584, output_fired_time: 0.4885582626, propagate_forward_time: 26.7369823456, propagate_backward_time: 41.0368309021, weight_update_time: 0.1488553286, other_time: 2.3632774353
epoch time: 5.8701391220s, input_fired_time: 0.0616349392, output_fired_time: 0.0000000000, propagate_forward_time: 5.3860125542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224915504
validation[          , genome  3222] predictions:    9635/  10000 (96.35%), best:    9653/10000 (96.53%), error:      1229.02832, best error:      1158.43933 on epoch:    49, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 71.6666183472s, input_fired_time: 0.4893313348, output_fired_time: 0.4905264974, propagate_forward_time: 26.9144477844, propagate_backward_time: 41.3354263306, weight_update_time: 0.1534027308, other_time: 2.4368858337
epoch time: 5.9102716446s, input_fired_time: 0.0630703494, output_fired_time: 0.0000000000, propagate_forward_time: 5.4221620560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4250392914
validation[          , genome  3222] predictions:    9644/  10000 (96.44%), best:    9653/10000 (96.53%), error:      1190.92822, best error:      1158.43933 on epoch:    49, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 70.6983642578s, input_fired_time: 0.4931797385, output_fired_time: 0.4860853851, propagate_forward_time: 26.4261016846, propagate_backward_time: 40.8312606812, weight_update_time: 0.1515771449, other_time: 2.4617385864
epoch time: 5.2136907578s, input_fired_time: 0.0626396388, output_fired_time: 0.0000000000, propagate_forward_time: 4.6793203354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717307091
validation[          , genome  3222] predictions:    9645/  10000 (96.45%), best:    9653/10000 (96.53%), error:      1237.46497, best error:      1158.43933 on epoch:    49, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 71.4197998047s, input_fired_time: 0.4932921231, output_fired_time: 0.4885330796, propagate_forward_time: 26.8873958588, propagate_backward_time: 41.1449737549, weight_update_time: 0.1523916125, other_time: 2.4056015015
epoch time: 6.0578112602s, input_fired_time: 0.0661040694, output_fired_time: 0.0000000000, propagate_forward_time: 5.5413532257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4503540993
validation[          , genome  3222] predictions:    9626/  10000 (96.26%), best:    9653/10000 (96.53%), error:      1266.28723, best error:      1158.43933 on epoch:    49, 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: 29.5865001678s, input_fired_time: 0.3016021848, output_fired_time: 0.0000000000, propagate_forward_time: 27.1082401276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1766586304
best training[          , genome  3222] predictions:   48903/  50000 (97.81%), best:    9653/10000 (96.53%), error:      3945.83228, best error:      1158.43933 on epoch:    49, 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: 6.1025843620s, input_fired_time: 0.0640920252, output_fired_time: 0.0000000000, propagate_forward_time: 5.5853328705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4531593323
   testing[          , genome  3222] predictions:    9692/  10000 (96.92%), best:    9653/10000 (96.53%), error:      1122.13013, best error:      1158.43933 on epoch:    49, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:13:11 (3020): called boinc_finish(0)

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