Nameexact_genome_1512568488_43_5507_0
Workunit2598853
Created7 Dec 2017, 15:07:49 UTC
Sent7 Dec 2017, 15:13:55 UTC
Report deadline12 Dec 2017, 11:51:26 UTC
Received9 Dec 2017, 3:22:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time2 hours 51 min 18 sec
CPU time2 hours 47 min 26 sec
Validate stateValid
Credit1,214.85
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.75 MB
Peak swap size156.51 MB
Peak disk usage1.66 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0815895721, output_fired_time: 0.0000000000, propagate_forward_time: 6.8040513992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4579472542
validation[          , genome  5507] predictions:    9536/  10000 (95.36%), best:    9559/10000 (95.59%), error:      1583.74121, best error:      1484.59619 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 91.7400131226s, input_fired_time: 0.6536903381, output_fired_time: 0.6745396852, propagate_forward_time: 34.8590126038, propagate_backward_time: 53.0371818542, weight_update_time: 0.1528639793, other_time: 2.5155868530
epoch time: 7.3370037079s, input_fired_time: 0.0808866546, output_fired_time: 0.0000000000, propagate_forward_time: 6.7954092026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4607076645
validation[          , genome  5507] predictions:    9505/  10000 (95.05%), best:    9559/10000 (95.59%), error:      1673.30920, best error:      1484.59619 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 92.1147689819s, input_fired_time: 0.6681719422, output_fired_time: 0.6800310016, propagate_forward_time: 34.9865913391, propagate_backward_time: 53.1639785767, weight_update_time: 0.1565409005, other_time: 2.6159934998
epoch time: 7.5612664223s, input_fired_time: 0.0826670006, output_fired_time: 0.0000000000, propagate_forward_time: 7.0105590820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680404663
validation[          , genome  5507] predictions:    9530/  10000 (95.30%), best:    9559/10000 (95.59%), error:      1584.35059, best error:      1484.59619 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 91.0430221558s, input_fired_time: 0.6516366601, output_fired_time: 0.6701997519, propagate_forward_time: 34.6625938416, propagate_backward_time: 52.5348587036, weight_update_time: 0.1526782811, other_time: 2.5237388611
epoch time: 7.6236324310s, input_fired_time: 0.0824478716, output_fired_time: 0.0000000000, propagate_forward_time: 7.0903029442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4508814812
validation[          , genome  5507] predictions:    9531/  10000 (95.31%), best:    9559/10000 (95.59%), error:      1672.98865, best error:      1484.59619 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 91.6562118530s, input_fired_time: 0.6607360840, output_fired_time: 0.6739764810, propagate_forward_time: 34.8337097168, propagate_backward_time: 52.8958396912, weight_update_time: 0.1549153328, other_time: 2.5919532776
epoch time: 7.6302547455s, input_fired_time: 0.0825406909, output_fired_time: 0.0000000000, propagate_forward_time: 7.0902214050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574928284
validation[          , genome  5507] predictions:    9579/  10000 (95.79%), best:    9559/10000 (95.59%), error:      1497.09460, best error:      1484.59619 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 92.4281997681s, input_fired_time: 0.6644848585, output_fired_time: 0.6774705648, propagate_forward_time: 35.1261215210, propagate_backward_time: 53.3864669800, weight_update_time: 0.1577455401, other_time: 2.5736618042
epoch time: 7.8363161087s, input_fired_time: 0.0866273195, output_fired_time: 0.0000000000, propagate_forward_time: 7.2662672997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834213257
validation[          , genome  5507] predictions:    9581/  10000 (95.81%), best:    9581/10000 (95.81%), error:      1429.53320, best error:      1429.53320 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 91.3109359741s, input_fired_time: 0.6653746367, output_fired_time: 0.6787810326, propagate_forward_time: 34.4628791809, propagate_backward_time: 52.8735389709, weight_update_time: 0.1567716449, other_time: 2.6303634644
epoch time: 7.3358201981s, input_fired_time: 0.0799533427, output_fired_time: 0.0000000000, propagate_forward_time: 6.8164587021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394083023
validation[          , genome  5507] predictions:    9544/  10000 (95.44%), best:    9581/10000 (95.81%), error:      1545.47278, best error:      1429.53320 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 92.0674819946s, input_fired_time: 0.6616182923, output_fired_time: 0.6785318851, propagate_forward_time: 35.0051116943, propagate_backward_time: 53.1824150085, weight_update_time: 0.1561154574, other_time: 2.5397987366
epoch time: 7.4903988838s, input_fired_time: 0.0820569023, output_fired_time: 0.0000000000, propagate_forward_time: 6.9573383331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4510035515
validation[          , genome  5507] predictions:    9592/  10000 (95.92%), best:    9592/10000 (95.92%), error:      1410.40405, best error:      1410.40405 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 91.5083312988s, input_fired_time: 0.6637908816, output_fired_time: 0.6772927642, propagate_forward_time: 34.6713142395, propagate_backward_time: 52.8798599243, weight_update_time: 0.1560543031, other_time: 2.6160774231
epoch time: 7.2434067726s, input_fired_time: 0.0819435418, output_fired_time: 0.0000000000, propagate_forward_time: 6.7017383575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4597249031
validation[          , genome  5507] predictions:    9573/  10000 (95.73%), best:    9592/10000 (95.92%), error:      1467.78235, best error:      1410.40405 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 91.5982971191s, input_fired_time: 0.6603697538, output_fired_time: 0.6771455407, propagate_forward_time: 34.6293067932, propagate_backward_time: 53.0534553528, weight_update_time: 0.1568763554, other_time: 2.5780181885
epoch time: 7.6635184288s, input_fired_time: 0.0829192325, output_fired_time: 0.0000000000, propagate_forward_time: 7.1299023628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4506969452
validation[          , genome  5507] predictions:    9538/  10000 (95.38%), best:    9592/10000 (95.92%), error:      1604.68481, best error:      1410.40405 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 90.4561691284s, input_fired_time: 0.6598473191, output_fired_time: 0.6726519465, propagate_forward_time: 34.0801544189, propagate_backward_time: 52.4208450317, weight_update_time: 0.1535271555, other_time: 2.6226654053
epoch time: 7.5396823883s, input_fired_time: 0.0821135640, output_fired_time: 0.0000000000, propagate_forward_time: 7.0032510757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4543175697
validation[          , genome  5507] predictions:    9557/  10000 (95.57%), best:    9592/10000 (95.92%), error:      1514.35449, best error:      1410.40405 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 91.8233795166s, input_fired_time: 0.6726888418, output_fired_time: 0.6745858192, propagate_forward_time: 34.7383995056, propagate_backward_time: 53.0880775452, weight_update_time: 0.1575759500, other_time: 2.6496276855
epoch time: 7.6482667923s, input_fired_time: 0.0828058198, output_fired_time: 0.0000000000, propagate_forward_time: 7.1060848236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593763351
validation[          , genome  5507] predictions:    9594/  10000 (95.94%), best:    9592/10000 (95.92%), error:      1412.08032, best error:      1410.40405 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 90.9712982178s, input_fired_time: 0.6652889252, output_fired_time: 0.6698014736, propagate_forward_time: 34.5052680969, propagate_backward_time: 52.5176162720, weight_update_time: 0.1553023756, other_time: 2.6133232117
epoch time: 7.6104531288s, input_fired_time: 0.0826982856, output_fired_time: 0.0000000000, propagate_forward_time: 7.0693235397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4584312439
validation[          , genome  5507] predictions:    9577/  10000 (95.77%), best:    9592/10000 (95.92%), error:      1458.72754, best error:      1410.40405 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 92.4321899414s, input_fired_time: 0.6697975397, output_fired_time: 0.6813222766, propagate_forward_time: 35.1364097595, propagate_backward_time: 53.3657989502, weight_update_time: 0.1566577554, other_time: 2.5788612366
epoch time: 7.4551167488s, input_fired_time: 0.0822487846, output_fired_time: 0.0000000000, propagate_forward_time: 6.9209218025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519462585
validation[          , genome  5507] predictions:    9581/  10000 (95.81%), best:    9592/10000 (95.92%), error:      1433.70801, best error:      1410.40405 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 92.7109909058s, input_fired_time: 0.6773974299, output_fired_time: 0.6848564744, propagate_forward_time: 35.2330055237, propagate_backward_time: 53.4803123474, weight_update_time: 0.1573656946, other_time: 2.6354141235
epoch time: 6.7321248055s, input_fired_time: 0.0811343342, output_fired_time: 0.0000000000, propagate_forward_time: 6.1160526276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349378586
validation[          , genome  5507] predictions:    9562/  10000 (95.62%), best:    9592/10000 (95.92%), error:      1490.36536, best error:      1410.40405 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 91.5301666260s, input_fired_time: 0.6697121263, output_fired_time: 0.6824258566, propagate_forward_time: 34.5358772278, propagate_backward_time: 52.9797325134, weight_update_time: 0.1572608501, other_time: 2.6624145508
epoch time: 7.4589281082s, input_fired_time: 0.0818091631, output_fired_time: 0.0000000000, propagate_forward_time: 6.9273710251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4497480392
validation[          , genome  5507] predictions:    9553/  10000 (95.53%), best:    9592/10000 (95.92%), error:      1545.21814, best error:      1410.40405 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 89.7126922607s, input_fired_time: 0.6571116447, output_fired_time: 0.6638723612, propagate_forward_time: 33.8830184937, propagate_backward_time: 51.9352722168, weight_update_time: 0.1540511101, other_time: 2.5734176636
epoch time: 7.5033640862s, input_fired_time: 0.0830767751, output_fired_time: 0.0000000000, propagate_forward_time: 6.9661870003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4541001320
validation[          , genome  5507] predictions:    9569/  10000 (95.69%), best:    9592/10000 (95.92%), error:      1459.60828, best error:      1410.40405 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 92.8522033691s, input_fired_time: 0.6782557368, output_fired_time: 0.6830014586, propagate_forward_time: 35.2443161011, propagate_backward_time: 53.5990829468, weight_update_time: 0.1595902443, other_time: 2.6475524902
epoch time: 7.8548498154s, input_fired_time: 0.0896565244, output_fired_time: 0.0000000000, propagate_forward_time: 7.2733278275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4918656349
validation[          , genome  5507] predictions:    9578/  10000 (95.78%), best:    9592/10000 (95.92%), error:      1421.45459, best error:      1410.40405 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 91.9450759888s, input_fired_time: 0.6661795378, output_fired_time: 0.6765154004, propagate_forward_time: 34.8849105835, propagate_backward_time: 53.0981979370, weight_update_time: 0.1550166011, other_time: 2.6192779541
epoch time: 7.5766768456s, input_fired_time: 0.0830205157, output_fired_time: 0.0000000000, propagate_forward_time: 7.0408854485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4527707100
validation[          , genome  5507] predictions:    9549/  10000 (95.49%), best:    9592/10000 (95.92%), error:      1499.52356, best error:      1410.40405 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 92.0068054199s, input_fired_time: 0.6697604656, output_fired_time: 0.6809468269, propagate_forward_time: 34.8519935608, propagate_backward_time: 53.2077865601, weight_update_time: 0.1564368159, other_time: 2.5963172913
epoch time: 7.6089868546s, input_fired_time: 0.0855583623, output_fired_time: 0.0000000000, propagate_forward_time: 7.0534305573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4699978828
validation[          , genome  5507] predictions:    9572/  10000 (95.72%), best:    9592/10000 (95.92%), error:      1510.05225, best error:      1410.40405 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 91.7493667603s, input_fired_time: 0.6667883992, output_fired_time: 0.6788382530, propagate_forward_time: 34.8671836853, propagate_backward_time: 52.9689712524, weight_update_time: 0.1553977877, other_time: 2.5675849915
epoch time: 7.5609989166s, input_fired_time: 0.0816573501, output_fired_time: 0.0000000000, propagate_forward_time: 7.0271062851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4522352219
validation[          , genome  5507] predictions:    9599/  10000 (95.99%), best:    9599/10000 (95.99%), error:      1396.77576, best error:      1396.77576 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 92.3525543213s, input_fired_time: 0.6725679040, output_fired_time: 0.6810607314, propagate_forward_time: 35.0439720154, propagate_backward_time: 53.3331298828, weight_update_time: 0.1570773721, other_time: 2.6218223572
epoch time: 7.0638113022s, input_fired_time: 0.0818328261, output_fired_time: 0.0000000000, propagate_forward_time: 6.5114855766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704928398
validation[          , genome  5507] predictions:    9579/  10000 (95.79%), best:    9579/10000 (95.79%), error:      1365.61511, best error:      1365.61511 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 92.7184906006s, input_fired_time: 0.6697245836, output_fired_time: 0.6845430136, propagate_forward_time: 35.3142471313, propagate_backward_time: 53.4387474060, weight_update_time: 0.1574737430, other_time: 2.6112327576
epoch time: 7.4328026772s, input_fired_time: 0.0848424807, output_fired_time: 0.0000000000, propagate_forward_time: 6.8688998222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4790601730
validation[          , genome  5507] predictions:    9597/  10000 (95.97%), best:    9597/10000 (95.97%), error:      1338.93164, best error:      1338.93164 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 92.2488174438s, input_fired_time: 0.6609389782, output_fired_time: 0.6764493585, propagate_forward_time: 35.1041603088, propagate_backward_time: 53.2683944702, weight_update_time: 0.1559489518, other_time: 2.5388679504
epoch time: 7.5896868706s, input_fired_time: 0.0831200629, output_fired_time: 0.0000000000, propagate_forward_time: 7.0484223366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581446648
validation[          , genome  5507] predictions:    9593/  10000 (95.93%), best:    9597/10000 (95.97%), error:      1419.38452, best error:      1338.93164 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 92.4670867920s, input_fired_time: 0.6711493731, output_fired_time: 0.6814923286, propagate_forward_time: 35.0591697693, propagate_backward_time: 53.4273567200, weight_update_time: 0.1576575190, other_time: 2.6279144287
epoch time: 7.1947221756s, input_fired_time: 0.0829464123, output_fired_time: 0.0000000000, propagate_forward_time: 6.6514263153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603495598
validation[          , genome  5507] predictions:    9564/  10000 (95.64%), best:    9597/10000 (95.97%), error:      1430.14209, best error:      1338.93164 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 90.8420715332s, input_fired_time: 0.6633613706, output_fired_time: 0.6720032096, propagate_forward_time: 34.3525314331, propagate_backward_time: 52.5556373596, weight_update_time: 0.1548175514, other_time: 2.5985374451
epoch time: 7.6827797890s, input_fired_time: 0.0855244547, output_fired_time: 0.0000000000, propagate_forward_time: 7.1330361366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642190933
validation[          , genome  5507] predictions:    9529/  10000 (95.29%), best:    9597/10000 (95.97%), error:      1604.38208, best error:      1338.93164 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 91.9120635986s, input_fired_time: 0.6628693342, output_fired_time: 0.6795256734, propagate_forward_time: 34.8545036316, propagate_backward_time: 53.1495323181, weight_update_time: 0.1559235305, other_time: 2.5656280518
epoch time: 7.1014094353s, input_fired_time: 0.0806330889, output_fired_time: 0.0000000000, propagate_forward_time: 6.5530023575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677739143
validation[          , genome  5507] predictions:    9613/  10000 (96.13%), best:    9597/10000 (95.97%), error:      1387.19275, best error:      1338.93164 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 93.8108673096s, input_fired_time: 0.6818920970, output_fired_time: 0.6897706389, propagate_forward_time: 35.7470436096, propagate_backward_time: 54.0821075439, weight_update_time: 0.1590457112, other_time: 2.6100502014
epoch time: 7.2978129387s, input_fired_time: 0.0824599266, output_fired_time: 0.0000000000, propagate_forward_time: 6.7521624565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631905556
validation[          , genome  5507] predictions:    9617/  10000 (96.17%), best:    9597/10000 (95.97%), error:      1344.60669, best error:      1338.93164 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 89.6095428467s, input_fired_time: 0.6556751728, output_fired_time: 0.6669989228, propagate_forward_time: 33.5442123413, propagate_backward_time: 52.1246719360, weight_update_time: 0.1541729718, other_time: 2.6179809570
epoch time: 7.5139040947s, input_fired_time: 0.0843702406, output_fired_time: 0.0000000000, propagate_forward_time: 6.9573335648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722003937
validation[          , genome  5507] predictions:    9585/  10000 (95.85%), best:    9597/10000 (95.97%), error:      1360.78833, best error:      1338.93164 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 92.7930221558s, input_fired_time: 0.6726998091, output_fired_time: 0.6843801737, propagate_forward_time: 35.3534584045, propagate_backward_time: 53.5057716370, weight_update_time: 0.1556040347, other_time: 2.5767135620
epoch time: 7.5416302681s, input_fired_time: 0.0835414305, output_fired_time: 0.0000000000, propagate_forward_time: 6.9998512268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582376480
validation[          , genome  5507] predictions:    9593/  10000 (95.93%), best:    9597/10000 (95.97%), error:      1353.33130, best error:      1338.93164 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 91.8758926392s, input_fired_time: 0.6678543091, output_fired_time: 0.6788778901, propagate_forward_time: 34.9639663696, propagate_backward_time: 53.0106925964, weight_update_time: 0.1550188214, other_time: 2.5545005798
epoch time: 7.0918426514s, input_fired_time: 0.0849932879, output_fired_time: 0.0000000000, propagate_forward_time: 6.5018959045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5049533844
validation[          , genome  5507] predictions:    9579/  10000 (95.79%), best:    9597/10000 (95.97%), error:      1400.93164, best error:      1338.93164 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 91.2266235352s, input_fired_time: 0.6645089984, output_fired_time: 0.6783273816, propagate_forward_time: 34.3469619751, propagate_backward_time: 52.8832702637, weight_update_time: 0.1563146412, other_time: 2.6535491943
epoch time: 7.3027524948s, input_fired_time: 0.0836449787, output_fired_time: 0.0000000000, propagate_forward_time: 6.7557711601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4633364677
validation[          , genome  5507] predictions:    9592/  10000 (95.92%), best:    9597/10000 (95.97%), error:      1400.28564, best error:      1338.93164 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 93.0648345947s, input_fired_time: 0.6775958538, output_fired_time: 0.6920487285, propagate_forward_time: 35.3540306091, propagate_backward_time: 53.7233734131, weight_update_time: 0.1564943939, other_time: 2.6177864075
epoch time: 7.6972513199s, input_fired_time: 0.0856539086, output_fired_time: 0.0000000000, propagate_forward_time: 7.1443767548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4672207832
validation[          , genome  5507] predictions:    9608/  10000 (96.08%), best:    9597/10000 (95.97%), error:      1349.75854, best error:      1338.93164 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 92.7784881592s, input_fired_time: 0.6780264974, output_fired_time: 0.6819048524, propagate_forward_time: 35.2753257751, propagate_backward_time: 53.5346832275, weight_update_time: 0.1598088741, other_time: 2.6085472107
epoch time: 7.5911397934s, input_fired_time: 0.0837587565, output_fired_time: 0.0000000000, propagate_forward_time: 7.0342459679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731349945
validation[          , genome  5507] predictions:    9587/  10000 (95.87%), best:    9597/10000 (95.97%), error:      1352.60840, best error:      1338.93164 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 92.6422805786s, input_fired_time: 0.6745840907, output_fired_time: 0.6848473549, propagate_forward_time: 35.2394256592, propagate_backward_time: 53.3541030884, weight_update_time: 0.1571920514, other_time: 2.6893234253
epoch time: 7.6296262741s, input_fired_time: 0.0845139548, output_fired_time: 0.0000000000, propagate_forward_time: 7.0837569237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4613552094
validation[          , genome  5507] predictions:    9600/  10000 (96.00%), best:    9597/10000 (95.97%), error:      1348.94873, best error:      1338.93164 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 92.5006637573s, input_fired_time: 0.6713941693, output_fired_time: 0.6826786399, propagate_forward_time: 35.1174049377, propagate_backward_time: 53.4361038208, weight_update_time: 0.1571702510, other_time: 2.5930824280
epoch time: 7.6435480118s, input_fired_time: 0.0850205123, output_fired_time: 0.0000000000, propagate_forward_time: 7.1089549065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4495725632
validation[          , genome  5507] predictions:    9613/  10000 (96.13%), best:    9597/10000 (95.97%), error:      1369.91418, best error:      1338.93164 on epoch:    36, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 92.0037994385s, input_fired_time: 0.6682029366, output_fired_time: 0.6765579581, propagate_forward_time: 34.9738464355, propagate_backward_time: 53.1059875488, weight_update_time: 0.1544426531, other_time: 2.5792007446
epoch time: 7.3582706451s, input_fired_time: 0.0840600431, output_fired_time: 0.0000000000, propagate_forward_time: 6.8005175591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4736928940
validation[          , genome  5507] predictions:    9632/  10000 (96.32%), best:    9632/10000 (96.32%), error:      1266.74500, best error:      1266.74500 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 90.8160552979s, input_fired_time: 0.6593126655, output_fired_time: 0.6700983644, propagate_forward_time: 34.4651641846, propagate_backward_time: 52.4415206909, weight_update_time: 0.1542448848, other_time: 2.5799636841
epoch time: 8.0833644867s, input_fired_time: 0.0932477936, output_fired_time: 0.0000000000, propagate_forward_time: 7.4757652283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143513680
validation[          , genome  5507] predictions:    9583/  10000 (95.83%), best:    9632/10000 (96.32%), error:      1412.20837, best error:      1266.74500 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 91.0864715576s, input_fired_time: 0.6706020832, output_fired_time: 0.6719277501, propagate_forward_time: 34.5372581482, propagate_backward_time: 52.6086387634, weight_update_time: 0.1557378471, other_time: 2.5980453491
epoch time: 7.5981073380s, input_fired_time: 0.0851834342, output_fired_time: 0.0000000000, propagate_forward_time: 7.0484967232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644269943
validation[          , genome  5507] predictions:    9613/  10000 (96.13%), best:    9632/10000 (96.32%), error:      1324.77466, best error:      1266.74500 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 91.6559524536s, input_fired_time: 0.6636813283, output_fired_time: 0.6797586083, propagate_forward_time: 34.6994171143, propagate_backward_time: 53.0527420044, weight_update_time: 0.1547451168, other_time: 2.5603561401
epoch time: 8.2713594437s, input_fired_time: 0.0933455974, output_fired_time: 0.0000000000, propagate_forward_time: 7.6661748886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5118389130
validation[          , genome  5507] predictions:    9572/  10000 (95.72%), best:    9632/10000 (96.32%), error:      1437.16821, best error:      1266.74500 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 92.7062072754s, input_fired_time: 0.6770562530, output_fired_time: 0.6858035326, propagate_forward_time: 35.2184944153, propagate_backward_time: 53.5412025452, weight_update_time: 0.1565506011, other_time: 2.5836486816
epoch time: 7.4923963547s, input_fired_time: 0.0854418427, output_fired_time: 0.0000000000, propagate_forward_time: 6.9533081055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536461830
validation[          , genome  5507] predictions:    9611/  10000 (96.11%), best:    9632/10000 (96.32%), error:      1323.90796, best error:      1266.74500 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 93.0241088867s, input_fired_time: 0.6843423843, output_fired_time: 0.6849822998, propagate_forward_time: 35.4321594238, propagate_backward_time: 53.5722312927, weight_update_time: 0.1596491933, other_time: 2.6503944397
epoch time: 7.5733332634s, input_fired_time: 0.0843152925, output_fired_time: 0.0000000000, propagate_forward_time: 7.0224504471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665675163
validation[          , genome  5507] predictions:    9586/  10000 (95.86%), best:    9632/10000 (96.32%), error:      1425.23804, best error:      1266.74500 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 92.8374557495s, input_fired_time: 0.6749497652, output_fired_time: 0.6823603511, propagate_forward_time: 35.4235572815, propagate_backward_time: 53.5083503723, weight_update_time: 0.1546913087, other_time: 2.5482406616
epoch time: 7.9514813423s, input_fired_time: 0.0878788680, output_fired_time: 0.0000000000, propagate_forward_time: 7.3725781441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4910244942
validation[          , genome  5507] predictions:    9530/  10000 (95.30%), best:    9632/10000 (96.32%), error:      1579.49670, best error:      1266.74500 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 90.8631362915s, input_fired_time: 0.6702687740, output_fired_time: 0.6717849970, propagate_forward_time: 34.2126541138, propagate_backward_time: 52.6505622864, weight_update_time: 0.1561899930, other_time: 2.6578712463
epoch time: 7.7154607773s, input_fired_time: 0.0866720006, output_fired_time: 0.0000000000, propagate_forward_time: 7.1458005905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829883575
validation[          , genome  5507] predictions:    9581/  10000 (95.81%), best:    9632/10000 (96.32%), error:      1415.81677, best error:      1266.74500 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 89.8509368896s, input_fired_time: 0.6596389413, output_fired_time: 0.6685642004, propagate_forward_time: 33.9452362061, propagate_backward_time: 52.0124969482, weight_update_time: 0.1540771276, other_time: 2.5650024414
epoch time: 7.1803507805s, input_fired_time: 0.0826157182, output_fired_time: 0.0000000000, propagate_forward_time: 6.5978717804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4998631477
validation[          , genome  5507] predictions:    9595/  10000 (95.95%), best:    9632/10000 (96.32%), error:      1412.83398, best error:      1266.74500 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 91.2225723267s, input_fired_time: 0.6746519208, output_fired_time: 0.6756441593, propagate_forward_time: 34.4776992798, propagate_backward_time: 52.7764892578, weight_update_time: 0.1542368680, other_time: 2.6180877686
epoch time: 7.5920491219s, input_fired_time: 0.0849910527, output_fired_time: 0.0000000000, propagate_forward_time: 7.0428752899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4641828537
validation[          , genome  5507] predictions:    9573/  10000 (95.73%), best:    9632/10000 (96.32%), error:      1440.23486, best error:      1266.74500 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 92.8197708130s, input_fired_time: 0.6749340296, output_fired_time: 0.6857895255, propagate_forward_time: 35.2814903259, propagate_backward_time: 53.5538291931, weight_update_time: 0.1576085687, other_time: 2.6237258911
epoch time: 7.6461701393s, input_fired_time: 0.0876824260, output_fired_time: 0.0000000000, propagate_forward_time: 7.0856513977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4728364944
validation[          , genome  5507] predictions:    9571/  10000 (95.71%), best:    9632/10000 (96.32%), error:      1458.99890, best error:      1266.74500 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 91.0131607056s, input_fired_time: 0.6726039648, output_fired_time: 0.6729642153, propagate_forward_time: 34.2978286743, propagate_backward_time: 52.7067985535, weight_update_time: 0.1567840874, other_time: 2.6629600525
epoch time: 7.0066847801s, input_fired_time: 0.0806696862, output_fired_time: 0.0000000000, propagate_forward_time: 6.4830942154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4429206848
validation[          , genome  5507] predictions:    9598/  10000 (95.98%), best:    9632/10000 (96.32%), error:      1370.70056, best error:      1266.74500 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 90.7833328247s, input_fired_time: 0.6709504128, output_fired_time: 0.6691600084, propagate_forward_time: 34.4148216248, propagate_backward_time: 52.4706382751, weight_update_time: 0.1535695940, other_time: 2.5577621460
epoch time: 7.9987173080s, input_fired_time: 0.0899480656, output_fired_time: 0.0000000000, propagate_forward_time: 7.4109487534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4978203773
validation[          , genome  5507] predictions:    9580/  10000 (95.80%), best:    9632/10000 (96.32%), error:      1429.46887, best error:      1266.74500 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 91.7770156860s, input_fired_time: 0.6691678166, output_fired_time: 0.6802359819, propagate_forward_time: 34.7343788147, propagate_backward_time: 53.1293182373, weight_update_time: 0.1550429016, other_time: 2.5639152527
epoch time: 7.5483479500s, input_fired_time: 0.0865260139, output_fired_time: 0.0000000000, propagate_forward_time: 6.9917073250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701147079
validation[          , genome  5507] predictions:    9587/  10000 (95.87%), best:    9632/10000 (96.32%), error:      1430.01746, best error:      1266.74500 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 92.1935348511s, input_fired_time: 0.6736804247, output_fired_time: 0.6797448993, propagate_forward_time: 34.9615898132, propagate_backward_time: 53.2757492065, weight_update_time: 0.1567403227, other_time: 2.6027641296
epoch time: 7.3841872215s, input_fired_time: 0.0858167857, output_fired_time: 0.0000000000, propagate_forward_time: 6.8257150650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726552963
validation[          , genome  5507] predictions:    9578/  10000 (95.78%), best:    9632/10000 (96.32%), error:      1438.71118, best error:      1266.74500 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 91.3330917358s, input_fired_time: 0.6633833647, output_fired_time: 0.6732652187, propagate_forward_time: 34.7216453552, propagate_backward_time: 52.7077369690, weight_update_time: 0.1547134519, other_time: 2.5670623779
epoch time: 7.6041951180s, input_fired_time: 0.0862849727, output_fired_time: 0.0000000000, propagate_forward_time: 7.0534548759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644551277
validation[          , genome  5507] predictions:    9599/  10000 (95.99%), best:    9632/10000 (96.32%), error:      1348.21790, best error:      1266.74500 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 91.6864929199s, input_fired_time: 0.6700859070, output_fired_time: 0.6744199991, propagate_forward_time: 34.7698059082, propagate_backward_time: 53.0046997070, weight_update_time: 0.1548960805, other_time: 2.5674743652
epoch time: 7.7319483757s, input_fired_time: 0.0873227566, output_fired_time: 0.0000000000, propagate_forward_time: 7.1765952110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680304527
validation[          , genome  5507] predictions:    9602/  10000 (96.02%), best:    9632/10000 (96.32%), error:      1325.41431, best error:      1266.74500 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 91.3552551270s, input_fired_time: 0.6686810255, output_fired_time: 0.6766467094, propagate_forward_time: 34.5681800842, propagate_backward_time: 52.8491744995, weight_update_time: 0.1564600766, other_time: 2.5925788879
epoch time: 7.2226028442s, input_fired_time: 0.0826893002, output_fired_time: 0.0000000000, propagate_forward_time: 6.6702771187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4696364403
validation[          , genome  5507] predictions:    9567/  10000 (95.67%), best:    9632/10000 (96.32%), error:      1426.03296, best error:      1266.74500 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 90.9991607666s, input_fired_time: 0.6784904003, output_fired_time: 0.6763752103, propagate_forward_time: 34.5058937073, propagate_backward_time: 52.5194396973, weight_update_time: 0.1558481604, other_time: 2.6189613342
epoch time: 7.5939002037s, input_fired_time: 0.0843171626, output_fired_time: 0.0000000000, propagate_forward_time: 7.0414009094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681820869
validation[          , genome  5507] predictions:    9606/  10000 (96.06%), best:    9632/10000 (96.32%), error:      1353.31311, best error:      1266.74500 on epoch:    50, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 90.8870925903s, input_fired_time: 0.6638321877, output_fired_time: 0.6735270023, propagate_forward_time: 34.1783065796, propagate_backward_time: 52.7702102661, weight_update_time: 0.1538078934, other_time: 2.6012115479
epoch time: 7.6397757530s, input_fired_time: 0.0853539631, output_fired_time: 0.0000000000, propagate_forward_time: 7.0912427902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631791115
validation[          , genome  5507] predictions:    9613/  10000 (96.13%), best:    9632/10000 (96.32%), error:      1331.76599, best error:      1266.74500 on epoch:    50, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 91.3416824341s, input_fired_time: 0.6678803563, output_fired_time: 0.6772596836, propagate_forward_time: 34.4881668091, propagate_backward_time: 52.8920974731, weight_update_time: 0.1576264501, other_time: 2.6162796021
epoch time: 7.4174995422s, input_fired_time: 0.0826844573, output_fired_time: 0.0000000000, propagate_forward_time: 6.8847208023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500942230
validation[          , genome  5507] predictions:    9591/  10000 (95.91%), best:    9632/10000 (96.32%), error:      1373.86462, best error:      1266.74500 on epoch:    50, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 92.5328216553s, input_fired_time: 0.6811250448, output_fired_time: 0.6846057773, propagate_forward_time: 35.1735267639, propagate_backward_time: 53.3803367615, weight_update_time: 0.1558026522, other_time: 2.6132278442
epoch time: 7.5929150581s, input_fired_time: 0.0837538540, output_fired_time: 0.0000000000, propagate_forward_time: 7.0659604073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4432005882
validation[          , genome  5507] predictions:    9612/  10000 (96.12%), best:    9632/10000 (96.32%), error:      1381.11584, best error:      1266.74500 on epoch:    50, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 91.3302307129s, input_fired_time: 0.6737965941, output_fired_time: 0.6732768416, propagate_forward_time: 34.5120544434, propagate_backward_time: 52.8676757813, weight_update_time: 0.1555695832, other_time: 2.6034240723
epoch time: 7.3137207031s, input_fired_time: 0.0855544060, output_fired_time: 0.0000000000, propagate_forward_time: 6.7566151619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715509415
validation[          , genome  5507] predictions:    9586/  10000 (95.86%), best:    9632/10000 (96.32%), error:      1385.96326, best error:      1266.74500 on epoch:    50, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 91.8816375732s, input_fired_time: 0.6718704104, output_fired_time: 0.6793885827, propagate_forward_time: 34.7525329590, propagate_backward_time: 53.2068786621, weight_update_time: 0.1552544832, other_time: 2.5709686279
epoch time: 6.8405632973s, input_fired_time: 0.0832776353, output_fired_time: 0.0000000000, propagate_forward_time: 6.2448348999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5124506950
validation[          , genome  5507] predictions:    9567/  10000 (95.67%), best:    9632/10000 (96.32%), error:      1405.56958, best error:      1266.74500 on epoch:    50, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 91.7600250244s, input_fired_time: 0.6708512902, output_fired_time: 0.6746253967, propagate_forward_time: 34.8403282166, propagate_backward_time: 52.9995079041, weight_update_time: 0.1555379778, other_time: 2.5747146606
epoch time: 7.6155872345s, input_fired_time: 0.0860274732, output_fired_time: 0.0000000000, propagate_forward_time: 7.0650734901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644861221
validation[          , genome  5507] predictions:    9615/  10000 (96.15%), best:    9632/10000 (96.32%), error:      1287.17834, best error:      1266.74500 on epoch:    50, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 91.8329849243s, input_fired_time: 0.6731062531, output_fired_time: 0.6745150089, propagate_forward_time: 34.9184303284, propagate_backward_time: 52.9915275574, weight_update_time: 0.1553102732, other_time: 2.5754089355
epoch time: 7.5502996445s, input_fired_time: 0.0838859677, output_fired_time: 0.0000000000, propagate_forward_time: 7.0120673180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4543461800
validation[          , genome  5507] predictions:    9609/  10000 (96.09%), best:    9632/10000 (96.32%), error:      1372.70032, best error:      1266.74500 on epoch:    50, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 91.8849716187s, input_fired_time: 0.6746554375, output_fired_time: 0.6759718657, propagate_forward_time: 34.9184913635, propagate_backward_time: 53.0753936768, weight_update_time: 0.1548349112, other_time: 2.5404624939
epoch time: 7.4873743057s, input_fired_time: 0.0852669030, output_fired_time: 0.0000000000, propagate_forward_time: 6.9402832985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618239403
validation[          , genome  5507] predictions:    9604/  10000 (96.04%), best:    9632/10000 (96.32%), error:      1338.63391, best error:      1266.74500 on epoch:    50, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 92.7396163940s, input_fired_time: 0.6859119534, output_fired_time: 0.6818726659, propagate_forward_time: 35.0701103210, propagate_backward_time: 53.6754455566, weight_update_time: 0.1577610970, other_time: 2.6262779236
epoch time: 7.5875391960s, input_fired_time: 0.0856566206, output_fired_time: 0.0000000000, propagate_forward_time: 7.0297222137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721603394
validation[          , genome  5507] predictions:    9615/  10000 (96.15%), best:    9632/10000 (96.32%), error:      1345.12219, best error:      1266.74500 on epoch:    50, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 92.0872726440s, input_fired_time: 0.6774175167, output_fired_time: 0.6779031157, propagate_forward_time: 35.0988197327, propagate_backward_time: 53.0658264160, weight_update_time: 0.1560722440, other_time: 2.5673103333
epoch time: 7.4345531464s, input_fired_time: 0.0871281326, output_fired_time: 0.0000000000, propagate_forward_time: 6.8708028793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4766221046
validation[          , genome  5507] predictions:    9627/  10000 (96.27%), best:    9632/10000 (96.32%), error:      1308.42126, best error:      1266.74500 on epoch:    50, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 91.4677505493s, input_fired_time: 0.6856481433, output_fired_time: 0.6739105582, propagate_forward_time: 34.6493110657, propagate_backward_time: 52.8132286072, weight_update_time: 0.1571676135, other_time: 2.6456527710
epoch time: 7.5617537498s, input_fired_time: 0.0847107992, output_fired_time: 0.0000000000, propagate_forward_time: 7.0230193138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540238380
validation[          , genome  5507] predictions:    9616/  10000 (96.16%), best:    9632/10000 (96.32%), error:      1298.25928, best error:      1266.74500 on epoch:    50, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 92.0104675293s, input_fired_time: 0.6792211533, output_fired_time: 0.6800230145, propagate_forward_time: 34.8710708618, propagate_backward_time: 53.1680831909, weight_update_time: 0.1564609557, other_time: 2.6120681763
epoch time: 7.6549015045s, input_fired_time: 0.0857770965, output_fired_time: 0.0000000000, propagate_forward_time: 7.1075158119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4616084099
validation[          , genome  5507] predictions:    9599/  10000 (95.99%), best:    9632/10000 (96.32%), error:      1351.23694, best error:      1266.74500 on epoch:    50, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 90.0341873169s, input_fired_time: 0.6692776084, output_fired_time: 0.6699463129, propagate_forward_time: 33.8713302612, propagate_backward_time: 52.1893920898, weight_update_time: 0.1540984511, other_time: 2.6342391968
epoch time: 7.6461873055s, input_fired_time: 0.0872254372, output_fired_time: 0.0000000000, propagate_forward_time: 7.0836062431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4753556252
validation[          , genome  5507] predictions:    9617/  10000 (96.17%), best:    9632/10000 (96.32%), error:      1329.10071, best error:      1266.74500 on epoch:    50, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 89.2018127441s, input_fired_time: 0.6728720069, output_fired_time: 0.6743090749, propagate_forward_time: 33.2308197021, propagate_backward_time: 51.9448394775, weight_update_time: 0.1560315043, other_time: 2.6789703369
epoch time: 7.8932008743s, input_fired_time: 0.0910580680, output_fired_time: 0.0000000000, propagate_forward_time: 7.3154454231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4866971970
validation[          , genome  5507] predictions:    9607/  10000 (96.07%), best:    9632/10000 (96.32%), error:      1349.84753, best error:      1266.74500 on epoch:    50, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 92.3528137207s, input_fired_time: 0.6778488159, output_fired_time: 0.6814766526, propagate_forward_time: 35.0839385986, propagate_backward_time: 53.2917175293, weight_update_time: 0.1570456326, other_time: 2.6178283691
epoch time: 7.8044028282s, input_fired_time: 0.0884140059, output_fired_time: 0.0000000000, propagate_forward_time: 7.2336845398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4823040962
validation[          , genome  5507] predictions:    9603/  10000 (96.03%), best:    9632/10000 (96.32%), error:      1359.14453, best error:      1266.74500 on epoch:    50, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 92.0184097290s, input_fired_time: 0.6772341728, output_fired_time: 0.6738076210, propagate_forward_time: 35.0101928711, propagate_backward_time: 53.0872039795, weight_update_time: 0.1567390859, other_time: 2.5699768066
epoch time: 7.5791420937s, input_fired_time: 0.0856324956, output_fired_time: 0.0000000000, propagate_forward_time: 7.0412740707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4522356987
validation[          , genome  5507] predictions:    9632/  10000 (96.32%), best:    9632/10000 (96.32%), error:      1297.27478, best error:      1266.74500 on epoch:    50, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 89.9357299805s, input_fired_time: 0.6723724604, output_fired_time: 0.6675350070, propagate_forward_time: 33.7941589355, propagate_backward_time: 52.1721763611, weight_update_time: 0.1549960226, other_time: 2.6294898987
epoch time: 7.4282808304s, input_fired_time: 0.0849611759, output_fired_time: 0.0000000000, propagate_forward_time: 6.9007678032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4425520897
validation[          , genome  5507] predictions:    9601/  10000 (96.01%), best:    9632/10000 (96.32%), error:      1363.51855, best error:      1266.74500 on epoch:    50, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 90.7449645996s, input_fired_time: 0.6754162312, output_fired_time: 0.6702069640, propagate_forward_time: 34.3448333740, propagate_backward_time: 52.4444923401, weight_update_time: 0.1558057368, other_time: 2.6100196838
epoch time: 7.9779853821s, input_fired_time: 0.0930705816, output_fired_time: 0.0000000000, propagate_forward_time: 7.3926873207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4922275543
validation[          , genome  5507] predictions:    9597/  10000 (95.97%), best:    9632/10000 (96.32%), error:      1381.33838, best error:      1266.74500 on epoch:    50, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 91.1719360352s, input_fired_time: 0.6723362803, output_fired_time: 0.6735107899, propagate_forward_time: 34.5635223389, propagate_backward_time: 52.6884994507, weight_update_time: 0.1553268135, other_time: 2.5740737915
epoch time: 7.5279784203s, input_fired_time: 0.0834837928, output_fired_time: 0.0000000000, propagate_forward_time: 6.9989190102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455757141
validation[          , genome  5507] predictions:    9587/  10000 (95.87%), best:    9632/10000 (96.32%), error:      1401.48267, best error:      1266.74500 on epoch:    50, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 92.5800476074s, input_fired_time: 0.6835952401, output_fired_time: 0.6819161177, propagate_forward_time: 35.2154426575, propagate_backward_time: 53.3897705078, weight_update_time: 0.1553737521, other_time: 2.6093254089
epoch time: 7.1889686584s, input_fired_time: 0.0833865404, output_fired_time: 0.0000000000, propagate_forward_time: 6.6499524117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4556298256
validation[          , genome  5507] predictions:    9609/  10000 (96.09%), best:    9632/10000 (96.32%), error:      1331.25171, best error:      1266.74500 on epoch:    50, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 92.5696258545s, input_fired_time: 0.6805869341, output_fired_time: 0.6841329336, propagate_forward_time: 35.1602935791, propagate_backward_time: 53.4415435791, weight_update_time: 0.1572991610, other_time: 2.6030654907
epoch time: 6.9816832542s, input_fired_time: 0.0841662660, output_fired_time: 0.0000000000, propagate_forward_time: 6.4087877274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4887294769
validation[          , genome  5507] predictions:    9609/  10000 (96.09%), best:    9632/10000 (96.32%), error:      1333.61670, best error:      1266.74500 on epoch:    50, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 90.6502761841s, input_fired_time: 0.6677143574, output_fired_time: 0.6738965511, propagate_forward_time: 34.1549415588, propagate_backward_time: 52.5974998474, weight_update_time: 0.1530960500, other_time: 2.5562210083
epoch time: 7.5682082176s, input_fired_time: 0.0858618766, output_fired_time: 0.0000000000, propagate_forward_time: 7.0309338570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514126778
validation[          , genome  5507] predictions:    9601/  10000 (96.01%), best:    9632/10000 (96.32%), error:      1386.52954, best error:      1266.74500 on epoch:    50, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 92.5094985962s, input_fired_time: 0.6809583902, output_fired_time: 0.6815686226, propagate_forward_time: 35.1478538513, propagate_backward_time: 53.4074287415, weight_update_time: 0.1559525430, other_time: 2.5916824341
epoch time: 7.5211615562s, input_fired_time: 0.0854516700, output_fired_time: 0.0000000000, propagate_forward_time: 6.9901614189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455485344
validation[          , genome  5507] predictions:    9609/  10000 (96.09%), best:    9632/10000 (96.32%), error:      1317.28101, best error:      1266.74500 on epoch:    50, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 92.3006439209s, input_fired_time: 0.6743088961, output_fired_time: 0.6778417826, propagate_forward_time: 35.0757408142, propagate_backward_time: 53.3089981079, weight_update_time: 0.1561962664, other_time: 2.5637550354
epoch time: 6.9020228386s, input_fired_time: 0.0892611369, output_fired_time: 0.0000000000, propagate_forward_time: 6.2475509644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5652108192
validation[          , genome  5507] predictions:    9576/  10000 (95.76%), best:    9632/10000 (96.32%), error:      1449.54602, best error:      1266.74500 on epoch:    50, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 92.0672073364s, input_fired_time: 0.6822079420, output_fired_time: 0.6864871979, propagate_forward_time: 34.7578392029, propagate_backward_time: 53.3215103149, weight_update_time: 0.1570010036, other_time: 2.6191673279
epoch time: 7.6584863663s, input_fired_time: 0.0883662403, output_fired_time: 0.0000000000, propagate_forward_time: 7.0940880775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4760322571
validation[          , genome  5507] predictions:    9598/  10000 (95.98%), best:    9632/10000 (96.32%), error:      1349.24719, best error:      1266.74500 on epoch:    50, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 91.8264312744s, input_fired_time: 0.6783608198, output_fired_time: 0.6774657965, propagate_forward_time: 34.8428344727, propagate_backward_time: 53.0666618347, weight_update_time: 0.1547943205, other_time: 2.5611076355
epoch time: 8.0636577606s, input_fired_time: 0.0947046205, output_fired_time: 0.0000000000, propagate_forward_time: 7.4703941345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985589981
validation[          , genome  5507] predictions:    9590/  10000 (95.90%), best:    9632/10000 (96.32%), error:      1373.26733, best error:      1266.74500 on epoch:    50, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 91.7235412598s, input_fired_time: 0.6837430000, output_fired_time: 0.6764655113, propagate_forward_time: 34.7533035278, propagate_backward_time: 53.0192527771, weight_update_time: 0.1555424482, other_time: 2.5907707214
epoch time: 7.5249204636s, input_fired_time: 0.0867742226, output_fired_time: 0.0000000000, propagate_forward_time: 6.9654564857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726896286
validation[          , genome  5507] predictions:    9598/  10000 (95.98%), best:    9632/10000 (96.32%), error:      1359.00171, best error:      1266.74500 on epoch:    50, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 90.5531234741s, input_fired_time: 0.6782887578, output_fired_time: 0.6726403832, propagate_forward_time: 34.1515922546, propagate_backward_time: 52.4430084229, weight_update_time: 0.1545223892, other_time: 2.6075935364
epoch time: 7.4675798416s, input_fired_time: 0.0855472311, output_fired_time: 0.0000000000, propagate_forward_time: 6.9230217934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590106010
validation[          , genome  5507] predictions:    9608/  10000 (96.08%), best:    9632/10000 (96.32%), error:      1324.10779, best error:      1266.74500 on epoch:    50, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 91.5899658203s, input_fired_time: 0.6789299250, output_fired_time: 0.6760535240, propagate_forward_time: 34.5898284912, propagate_backward_time: 53.0532913208, weight_update_time: 0.1541374028, other_time: 2.5918579102
epoch time: 7.5403981209s, input_fired_time: 0.0848812908, output_fired_time: 0.0000000000, propagate_forward_time: 7.0070123672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4485044479
validation[          , genome  5507] predictions:    9613/  10000 (96.13%), best:    9632/10000 (96.32%), error:      1348.92847, best error:      1266.74500 on epoch:    50, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 91.0529098511s, input_fired_time: 0.6761692762, output_fired_time: 0.6789571643, propagate_forward_time: 34.4032974243, propagate_backward_time: 52.6999816895, weight_update_time: 0.1559632570, other_time: 2.5945053101
epoch time: 7.5681290627s, input_fired_time: 0.0842202455, output_fired_time: 0.0000000000, propagate_forward_time: 7.0372962952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466123581
validation[          , genome  5507] predictions:    9546/  10000 (95.46%), best:    9632/10000 (96.32%), error:      1449.17725, best error:      1266.74500 on epoch:    50, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 92.0666427612s, input_fired_time: 0.6769164205, output_fired_time: 0.6767788529, propagate_forward_time: 34.9775962830, propagate_backward_time: 53.1903457642, weight_update_time: 0.1551915854, other_time: 2.5450019836
epoch time: 7.7306041718s, input_fired_time: 0.0892000347, output_fired_time: 0.0000000000, propagate_forward_time: 7.1819949150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4594092369
validation[          , genome  5507] predictions:    9601/  10000 (96.01%), best:    9632/10000 (96.32%), error:      1379.15955, best error:      1266.74500 on epoch:    50, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 90.5979843140s, input_fired_time: 0.6797829270, output_fired_time: 0.6692501903, propagate_forward_time: 34.2291679382, propagate_backward_time: 52.3629074097, weight_update_time: 0.1540824324, other_time: 2.6568717957
epoch time: 7.5097823143s, input_fired_time: 0.0843260437, output_fired_time: 0.0000000000, propagate_forward_time: 6.9716305733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4538254738
validation[          , genome  5507] predictions:    9617/  10000 (96.17%), best:    9632/10000 (96.32%), error:      1327.55603, best error:      1266.74500 on epoch:    50, 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: 36.3455047607s, input_fired_time: 0.4266242683, output_fired_time: 0.0000000000, propagate_forward_time: 33.4165229797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5023574829
best training[          , genome  5507] predictions:   48815/  50000 (97.63%), best:    9632/10000 (96.32%), error:      4388.79150, best error:      1266.74500 on epoch:    50, 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: 7.5679950714s, input_fired_time: 0.0841417164, output_fired_time: 0.0000000000, propagate_forward_time: 7.0168576241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4669957161
   testing[          , genome  5507] predictions:    9672/  10000 (96.72%), best:    9632/10000 (96.32%), error:      1131.98425, best error:      1266.74500 on epoch:    50, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:22:15 (3748): called boinc_finish(0)

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