Nameexact_genome_1512568488_44_6372_1
Workunit2603180
Created7 Dec 2017, 19:26:01 UTC
Sent7 Dec 2017, 19:36:03 UTC
Report deadline18 Dec 2017, 20:54:12 UTC
Received9 Dec 2017, 5:30:00 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time5 hours 30 min 16 sec
CPU time5 hours 29 min 46 sec
Validate stateValid
Credit2,763.57
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.76 MB
Peak swap size159.59 MB
Peak disk usage2.06 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
911.58356 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 181.0996856689s, input_fired_time: 2.0580735207, output_fired_time: 1.9096541405, propagate_forward_time: 68.6379013062, propagate_backward_time: 105.0196685791, weight_update_time: 0.1758188307, other_time: 3.4743881226
epoch time: 14.6696186066s, input_fired_time: 0.2591580153, output_fired_time: 0.0000000000, propagate_forward_time: 13.7779808044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6324796677
validation[          , genome  6372] predictions:    9702/  10000 (97.02%), best:    9729/10000 (97.29%), error:      1010.06421, best error:       911.58356 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 179.6927337646s, input_fired_time: 2.0537228584, output_fired_time: 1.8905968666, propagate_forward_time: 68.0332489014, propagate_backward_time: 104.2469558716, weight_update_time: 0.1754180193, other_time: 3.4682083130
epoch time: 14.5774507523s, input_fired_time: 0.2558442950, output_fired_time: 0.0000000000, propagate_forward_time: 13.7009525299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6206541061
validation[          , genome  6372] predictions:    9697/  10000 (96.97%), best:    9729/10000 (97.29%), error:      1008.27966, best error:       911.58356 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 181.6948394775s, input_fired_time: 2.0714850426, output_fired_time: 1.9138585329, propagate_forward_time: 68.9549789429, propagate_backward_time: 105.2523193359, weight_update_time: 0.1790506840, other_time: 3.5021896362
epoch time: 14.5616731644s, input_fired_time: 0.2535040379, output_fired_time: 0.0000000000, propagate_forward_time: 13.6998863220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6082830429
validation[          , genome  6372] predictions:    9714/  10000 (97.14%), best:    9729/10000 (97.29%), error:       969.30096, best error:       911.58356 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 180.9209289551s, input_fired_time: 2.0554065704, output_fired_time: 1.9052089453, propagate_forward_time: 68.5985260010, propagate_backward_time: 104.9291305542, weight_update_time: 0.1738743186, other_time: 3.4326553345
epoch time: 14.4545793533s, input_fired_time: 0.2556816041, output_fired_time: 0.0000000000, propagate_forward_time: 13.5700187683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6288785934
validation[          , genome  6372] predictions:    9671/  10000 (96.71%), best:    9729/10000 (97.29%), error:      1015.74176, best error:       911.58356 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 180.5308990479s, input_fired_time: 2.0649902821, output_fired_time: 1.9047884941, propagate_forward_time: 68.5070114136, propagate_backward_time: 104.5500869751, weight_update_time: 0.1758936495, other_time: 3.5040283203
epoch time: 14.6298370361s, input_fired_time: 0.2564218938, output_fired_time: 0.0000000000, propagate_forward_time: 13.7600278854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6133871078
validation[          , genome  6372] predictions:    9685/  10000 (96.85%), best:    9729/10000 (97.29%), error:      1005.71783, best error:       911.58356 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 180.3831024170s, input_fired_time: 2.0636713505, output_fired_time: 1.8964579105, propagate_forward_time: 68.3519210815, propagate_backward_time: 104.5881805420, weight_update_time: 0.1751834899, other_time: 3.4828720093
epoch time: 14.6495819092s, input_fired_time: 0.2579727471, output_fired_time: 0.0000000000, propagate_forward_time: 13.7563314438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6352777481
validation[          , genome  6372] predictions:    9703/  10000 (97.03%), best:    9729/10000 (97.29%), error:       912.55420, best error:       911.58356 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 179.6166687012s, input_fired_time: 2.0565435886, output_fired_time: 1.8943151236, propagate_forward_time: 68.0271911621, propagate_backward_time: 104.1625747681, weight_update_time: 0.1748690903, other_time: 3.4760360718
epoch time: 14.5873451233s, input_fired_time: 0.2557901144, output_fired_time: 0.0000000000, propagate_forward_time: 13.7082958221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6232595444
validation[          , genome  6372] predictions:    9667/  10000 (96.67%), best:    9729/10000 (97.29%), error:      1059.08203, best error:       911.58356 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 180.8581390381s, input_fired_time: 2.0665907860, output_fired_time: 1.9048002958, propagate_forward_time: 68.5969848633, propagate_backward_time: 104.8086776733, weight_update_time: 0.1752321273, other_time: 3.4810867310
epoch time: 14.6412763596s, input_fired_time: 0.2581094503, output_fired_time: 0.0000000000, propagate_forward_time: 13.7548274994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6283397675
validation[          , genome  6372] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       832.98163, best error:       832.98163 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 180.8513183594s, input_fired_time: 2.0657238960, output_fired_time: 1.9051539898, propagate_forward_time: 68.5319442749, propagate_backward_time: 104.8600769043, weight_update_time: 0.1758685410, other_time: 3.4884262085
epoch time: 14.5653047562s, input_fired_time: 0.2572835684, output_fired_time: 0.0000000000, propagate_forward_time: 13.6891469955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6188745499
validation[          , genome  6372] predictions:    9669/  10000 (96.69%), best:    9749/10000 (97.49%), error:      1064.83801, best error:       832.98163 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 179.5502014160s, input_fired_time: 2.0579316616, output_fired_time: 1.8884332180, propagate_forward_time: 67.9682464600, propagate_backward_time: 104.1503448486, weight_update_time: 0.1762121320, other_time: 3.4852447510
epoch time: 14.3360033035s, input_fired_time: 0.2549196780, output_fired_time: 0.0000000000, propagate_forward_time: 13.4575462341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6235370636
validation[          , genome  6372] predictions:    9680/  10000 (96.80%), best:    9749/10000 (97.49%), error:      1074.24451, best error:       832.98163 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 180.8506774902s, input_fired_time: 2.0680315495, output_fired_time: 1.9022089243, propagate_forward_time: 68.5761413574, propagate_backward_time: 104.8155059814, weight_update_time: 0.1766621470, other_time: 3.4887847900
epoch time: 14.6657476425s, input_fired_time: 0.2592568696, output_fired_time: 0.0000000000, propagate_forward_time: 13.7817764282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6247138977
validation[          , genome  6372] predictions:    9553/  10000 (95.53%), best:    9749/10000 (97.49%), error:      1335.65405, best error:       832.98163 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 179.9387207031s, input_fired_time: 2.0561552048, output_fired_time: 1.8979643583, propagate_forward_time: 68.1017837524, propagate_backward_time: 104.4337081909, weight_update_time: 0.1742106825, other_time: 3.4491119385
epoch time: 14.6305274963s, input_fired_time: 0.2561705709, output_fired_time: 0.0000000000, propagate_forward_time: 13.7591238022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6152334213
validation[          , genome  6372] predictions:    9753/  10000 (97.53%), best:    9749/10000 (97.49%), error:       874.00378, best error:       832.98163 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 179.9790649414s, input_fired_time: 2.0632805824, output_fired_time: 1.8973364830, propagate_forward_time: 68.1665954590, propagate_backward_time: 104.3897933960, weight_update_time: 0.1744943857, other_time: 3.4620590210
epoch time: 14.6717433929s, input_fired_time: 0.2567536831, output_fired_time: 0.0000000000, propagate_forward_time: 13.8078622818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6071271896
validation[          , genome  6372] predictions:    9740/  10000 (97.40%), best:    9749/10000 (97.49%), error:       863.61346, best error:       832.98163 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 180.6295166016s, input_fired_time: 2.0625383854, output_fired_time: 1.8993769884, propagate_forward_time: 68.4217758179, propagate_backward_time: 104.8007354736, weight_update_time: 0.1743289679, other_time: 3.4450759888
epoch time: 14.6411314011s, input_fired_time: 0.2569805682, output_fired_time: 0.0000000000, propagate_forward_time: 13.7693681717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6147823334
validation[          , genome  6372] predictions:    9693/  10000 (96.93%), best:    9749/10000 (97.49%), error:      1006.53326, best error:       832.98163 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 180.6156158447s, input_fired_time: 2.0630729198, output_fired_time: 1.9013620615, propagate_forward_time: 68.4848632813, propagate_backward_time: 104.7351684570, weight_update_time: 0.1735860854, other_time: 3.4311370850
epoch time: 14.2642326355s, input_fired_time: 0.2549084127, output_fired_time: 0.0000000000, propagate_forward_time: 13.3911094666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6182146072
validation[          , genome  6372] predictions:    9713/  10000 (97.13%), best:    9749/10000 (97.49%), error:       949.80145, best error:       832.98163 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 180.7464294434s, input_fired_time: 2.0630073547, output_fired_time: 1.8960468769, propagate_forward_time: 68.6473922729, propagate_backward_time: 104.7332153320, weight_update_time: 0.1737340093, other_time: 3.4067764282
epoch time: 14.6894435883s, input_fired_time: 0.2570670545, output_fired_time: 0.0000000000, propagate_forward_time: 13.8182268143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6141500473
validation[          , genome  6372] predictions:    9727/  10000 (97.27%), best:    9749/10000 (97.49%), error:       915.68799, best error:       832.98163 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 180.5612640381s, input_fired_time: 2.0679509640, output_fired_time: 1.8980458975, propagate_forward_time: 68.3779067993, propagate_backward_time: 104.7668762207, weight_update_time: 0.1740519851, other_time: 3.4504928589
epoch time: 14.6364126205s, input_fired_time: 0.2570905983, output_fired_time: 0.0000000000, propagate_forward_time: 13.7683544159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6109676361
validation[          , genome  6372] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       808.92664, best error:       808.92664 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 179.4860229492s, input_fired_time: 2.0598924160, output_fired_time: 1.8827152252, propagate_forward_time: 68.0348510742, propagate_backward_time: 104.0635223389, weight_update_time: 0.1740591228, other_time: 3.4450378418
epoch time: 14.5626153946s, input_fired_time: 0.2581965327, output_fired_time: 0.0000000000, propagate_forward_time: 13.6885251999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6158933640
validation[          , genome  6372] predictions:    9744/  10000 (97.44%), best:    9771/10000 (97.71%), error:       859.39758, best error:       808.92664 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 181.0737457275s, input_fired_time: 2.0725226402, output_fired_time: 1.9048383236, propagate_forward_time: 68.8177032471, propagate_backward_time: 104.8232192993, weight_update_time: 0.1748865396, other_time: 3.4554672241
epoch time: 14.5582485199s, input_fired_time: 0.2590024173, output_fired_time: 0.0000000000, propagate_forward_time: 13.6823234558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6169223785
validation[          , genome  6372] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       802.47882, best error:       802.47882 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 179.4635772705s, input_fired_time: 2.0636765957, output_fired_time: 1.8845494986, propagate_forward_time: 68.0654678345, propagate_backward_time: 104.0173645020, weight_update_time: 0.1735061854, other_time: 3.4325180054
epoch time: 14.6514577866s, input_fired_time: 0.2607135177, output_fired_time: 0.0000000000, propagate_forward_time: 13.7774238586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6133203506
validation[          , genome  6372] predictions:    9732/  10000 (97.32%), best:    9756/10000 (97.56%), error:       878.42413, best error:       802.47882 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 180.8608093262s, input_fired_time: 2.0677790642, output_fired_time: 1.8974357843, propagate_forward_time: 68.5983123779, propagate_backward_time: 104.8548965454, weight_update_time: 0.1748194695, other_time: 3.4423904419
epoch time: 14.6546468735s, input_fired_time: 0.2580101192, output_fired_time: 0.0000000000, propagate_forward_time: 13.7812175751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6154193878
validation[          , genome  6372] predictions:    9733/  10000 (97.33%), best:    9756/10000 (97.56%), error:       873.67230, best error:       802.47882 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 181.1508789063s, input_fired_time: 2.0664231777, output_fired_time: 1.9013383389, propagate_forward_time: 68.6453018188, propagate_backward_time: 105.1285934448, weight_update_time: 0.1738967896, other_time: 3.4092254639
epoch time: 14.4571619034s, input_fired_time: 0.2570265830, output_fired_time: 0.0000000000, propagate_forward_time: 13.5818510056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6182842255
validation[          , genome  6372] predictions:    9742/  10000 (97.42%), best:    9756/10000 (97.56%), error:       873.52960, best error:       802.47882 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 181.0001373291s, input_fired_time: 2.0674653053, output_fired_time: 1.9114242792, propagate_forward_time: 68.6487274170, propagate_backward_time: 104.9484329224, weight_update_time: 0.1736946106, other_time: 3.4240951538
epoch time: 14.4675836563s, input_fired_time: 0.2548669279, output_fired_time: 0.0000000000, propagate_forward_time: 13.6025953293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6101217270
validation[          , genome  6372] predictions:    9736/  10000 (97.36%), best:    9756/10000 (97.56%), error:       808.42487, best error:       802.47882 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 181.1463317871s, input_fired_time: 2.0755653381, output_fired_time: 1.9026762247, propagate_forward_time: 68.6515274048, propagate_backward_time: 105.0725784302, weight_update_time: 0.1741707325, other_time: 3.4439849854
epoch time: 14.3573913574s, input_fired_time: 0.2544901073, output_fired_time: 0.0000000000, propagate_forward_time: 13.4996747971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6032266617
validation[          , genome  6372] predictions:    9749/  10000 (97.49%), best:    9756/10000 (97.56%), error:       849.56964, best error:       802.47882 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 180.8117523193s, input_fired_time: 2.0695912838, output_fired_time: 1.8976988792, propagate_forward_time: 68.5701293945, propagate_backward_time: 104.8346557617, weight_update_time: 0.1738134027, other_time: 3.4396667480
epoch time: 14.6638889313s, input_fired_time: 0.2591410577, output_fired_time: 0.0000000000, propagate_forward_time: 13.7978897095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6068582535
validation[          , genome  6372] predictions:    9736/  10000 (97.36%), best:    9756/10000 (97.56%), error:       894.41406, best error:       802.47882 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 180.7303924561s, input_fired_time: 2.0713112354, output_fired_time: 1.9013538361, propagate_forward_time: 68.5439987183, propagate_backward_time: 104.8009109497, weight_update_time: 0.1737355739, other_time: 3.4128265381
epoch time: 14.6160602570s, input_fired_time: 0.2597688138, output_fired_time: 0.0000000000, propagate_forward_time: 13.7354974747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6207942963
validation[          , genome  6372] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       793.59698, best error:       793.59698 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 180.7602691650s, input_fired_time: 2.0702915192, output_fired_time: 1.9005973339, propagate_forward_time: 68.5864410400, propagate_backward_time: 104.7808685303, weight_update_time: 0.1734135151, other_time: 3.4220581055
epoch time: 14.6622829437s, input_fired_time: 0.2599608600, output_fired_time: 0.0000000000, propagate_forward_time: 13.7854795456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6168422699
validation[          , genome  6372] predictions:    9747/  10000 (97.47%), best:    9753/10000 (97.53%), error:       818.51135, best error:       793.59698 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 181.0632171631s, input_fired_time: 2.0775887966, output_fired_time: 1.9024816751, propagate_forward_time: 68.6533050537, propagate_backward_time: 104.9945602417, weight_update_time: 0.1742321998, other_time: 3.4352798462
epoch time: 14.2550363541s, input_fired_time: 0.2576875389, output_fired_time: 0.0000000000, propagate_forward_time: 13.3749313354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6224174500
validation[          , genome  6372] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       738.96783, best error:       738.96783 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 180.5697021484s, input_fired_time: 2.0749628544, output_fired_time: 1.8993945122, propagate_forward_time: 68.4301834106, propagate_backward_time: 104.7243118286, weight_update_time: 0.1737458110, other_time: 3.4408416748
epoch time: 14.5950832367s, input_fired_time: 0.2594401836, output_fired_time: 0.0000000000, propagate_forward_time: 13.7186565399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6169862747
validation[          , genome  6372] predictions:    9709/  10000 (97.09%), best:    9785/10000 (97.85%), error:       901.20972, best error:       738.96783 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 179.7778320313s, input_fired_time: 2.0719673634, output_fired_time: 1.8869811296, propagate_forward_time: 68.2072830200, propagate_backward_time: 104.1951751709, weight_update_time: 0.1732537597, other_time: 3.4164352417
epoch time: 14.6680593491s, input_fired_time: 0.2598722577, output_fired_time: 0.0000000000, propagate_forward_time: 13.7935342789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6146526337
validation[          , genome  6372] predictions:    9760/  10000 (97.60%), best:    9785/10000 (97.85%), error:       758.84448, best error:       738.96783 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 180.9430541992s, input_fired_time: 2.0757071972, output_fired_time: 1.9041298628, propagate_forward_time: 68.5787353516, propagate_backward_time: 104.9604415894, weight_update_time: 0.1735318303, other_time: 3.4240341187
epoch time: 14.6429805756s, input_fired_time: 0.2605936825, output_fired_time: 0.0000000000, propagate_forward_time: 13.7658729553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6165142059
validation[          , genome  6372] predictions:    9752/  10000 (97.52%), best:    9785/10000 (97.85%), error:       840.78076, best error:       738.96783 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 180.9982452393s, input_fired_time: 2.0733888149, output_fired_time: 1.9055771828, propagate_forward_time: 68.6294326782, propagate_backward_time: 104.9796905518, weight_update_time: 0.1732717007, other_time: 3.4101486206
epoch time: 14.4651765823s, input_fired_time: 0.2578595877, output_fired_time: 0.0000000000, propagate_forward_time: 13.5929784775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6143388748
validation[          , genome  6372] predictions:    9741/  10000 (97.41%), best:    9785/10000 (97.85%), error:       786.58087, best error:       738.96783 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 180.2129364014s, input_fired_time: 2.0743448734, output_fired_time: 1.8935639858, propagate_forward_time: 68.3428344727, propagate_backward_time: 104.4722442627, weight_update_time: 0.1737688780, other_time: 3.4299468994
epoch time: 14.5883226395s, input_fired_time: 0.2593453825, output_fired_time: 0.0000000000, propagate_forward_time: 13.7245883942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6043891907
validation[          , genome  6372] predictions:    9761/  10000 (97.61%), best:    9785/10000 (97.85%), error:       776.80414, best error:       738.96783 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 180.4940490723s, input_fired_time: 2.0750350952, output_fired_time: 1.8953113556, propagate_forward_time: 68.4636611938, propagate_backward_time: 104.6303100586, weight_update_time: 0.1739690006, other_time: 3.4297256470
epoch time: 14.6393823624s, input_fired_time: 0.2584217787, output_fired_time: 0.0000000000, propagate_forward_time: 13.7742166519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6067438126
validation[          , genome  6372] predictions:    9763/  10000 (97.63%), best:    9785/10000 (97.85%), error:       755.88776, best error:       738.96783 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 180.3040618896s, input_fired_time: 2.0734720230, output_fired_time: 1.8959453106, propagate_forward_time: 68.3413009644, propagate_backward_time: 104.5724563599, weight_update_time: 0.1732055992, other_time: 3.4208831787
epoch time: 14.4047145844s, input_fired_time: 0.2583393157, output_fired_time: 0.0000000000, propagate_forward_time: 13.5383272171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6080484390
validation[          , genome  6372] predictions:    9752/  10000 (97.52%), best:    9785/10000 (97.85%), error:       797.66205, best error:       738.96783 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 181.3168487549s, input_fired_time: 2.0744676590, output_fired_time: 1.9105558395, propagate_forward_time: 68.7020874023, propagate_backward_time: 105.2317428589, weight_update_time: 0.1730469018, other_time: 3.3980026245
epoch time: 14.6744441986s, input_fired_time: 0.2620769441, output_fired_time: 0.0000000000, propagate_forward_time: 13.7990369797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6133298874
validation[          , genome  6372] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       724.58795, best error:       724.58795 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 178.6504211426s, input_fired_time: 2.0678393841, output_fired_time: 1.8868539333, propagate_forward_time: 67.5778808594, propagate_backward_time: 103.6662445068, weight_update_time: 0.1739121974, other_time: 3.4515991211
epoch time: 14.6082954407s, input_fired_time: 0.2606274486, output_fired_time: 0.0000000000, propagate_forward_time: 13.7255840302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6220836639
validation[          , genome  6372] predictions:    9666/  10000 (96.66%), best:    9773/10000 (97.73%), error:      1068.10474, best error:       724.58795 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 180.8132934570s, input_fired_time: 2.0812735558, output_fired_time: 1.8985443115, propagate_forward_time: 68.5460968018, propagate_backward_time: 104.8636093140, weight_update_time: 0.1736346781, other_time: 3.4237747192
epoch time: 14.5502834320s, input_fired_time: 0.2587310374, output_fired_time: 0.0000000000, propagate_forward_time: 13.6771984100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6143541336
validation[          , genome  6372] predictions:    9739/  10000 (97.39%), best:    9773/10000 (97.73%), error:       838.39496, best error:       724.58795 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 179.1431884766s, input_fired_time: 2.0771312714, output_fired_time: 1.8929032087, propagate_forward_time: 67.8987426758, propagate_backward_time: 103.8222351074, weight_update_time: 0.1739583611, other_time: 3.4521789551
epoch time: 14.7064733505s, input_fired_time: 0.2614666522, output_fired_time: 0.0000000000, propagate_forward_time: 13.8256950378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6193113327
validation[          , genome  6372] predictions:    9777/  10000 (97.77%), best:    9773/10000 (97.73%), error:       746.94666, best error:       724.58795 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 180.8138580322s, input_fired_time: 2.0829281807, output_fired_time: 1.8988801241, propagate_forward_time: 68.4580612183, propagate_backward_time: 104.9314270020, weight_update_time: 0.1743325144, other_time: 3.4425582886
epoch time: 14.6102828979s, input_fired_time: 0.2612336576, output_fired_time: 0.0000000000, propagate_forward_time: 13.7356510162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6133985519
validation[          , genome  6372] predictions:    9778/  10000 (97.78%), best:    9773/10000 (97.73%), error:       736.42938, best error:       724.58795 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 180.1728973389s, input_fired_time: 2.0783700943, output_fired_time: 1.8955730200, propagate_forward_time: 68.3677902222, propagate_backward_time: 104.4072036743, weight_update_time: 0.1733638793, other_time: 3.4239654541
epoch time: 14.5398807526s, input_fired_time: 0.2625146806, output_fired_time: 0.0000000000, propagate_forward_time: 13.6503276825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6270380020
validation[          , genome  6372] predictions:    9765/  10000 (97.65%), best:    9773/10000 (97.73%), error:       802.24744, best error:       724.58795 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 180.0635833740s, input_fired_time: 2.0769898891, output_fired_time: 1.8946504593, propagate_forward_time: 68.1523895264, propagate_backward_time: 104.5208206177, weight_update_time: 0.1728610843, other_time: 3.4187240601
epoch time: 14.5299472809s, input_fired_time: 0.2599444687, output_fired_time: 0.0000000000, propagate_forward_time: 13.6561698914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6138324738
validation[          , genome  6372] predictions:    9776/  10000 (97.76%), best:    9773/10000 (97.73%), error:       743.95740, best error:       724.58795 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 179.8046112061s, input_fired_time: 2.0830187798, output_fired_time: 1.8943061829, propagate_forward_time: 68.1516799927, propagate_backward_time: 104.2361450195, weight_update_time: 0.1733039767, other_time: 3.4394607544
epoch time: 14.1496667862s, input_fired_time: 0.2572109103, output_fired_time: 0.0000000000, propagate_forward_time: 13.2703523636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6221036911
validation[          , genome  6372] predictions:    9752/  10000 (97.52%), best:    9773/10000 (97.73%), error:       826.83917, best error:       724.58795 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 179.5287017822s, input_fired_time: 2.0823490620, output_fired_time: 1.8873419762, propagate_forward_time: 68.0404968262, propagate_backward_time: 104.0723571777, weight_update_time: 0.1740944684, other_time: 3.4461517334
epoch time: 14.5217533112s, input_fired_time: 0.2603310645, output_fired_time: 0.0000000000, propagate_forward_time: 13.6559858322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6054363251
validation[          , genome  6372] predictions:    9764/  10000 (97.64%), best:    9773/10000 (97.73%), error:       806.64722, best error:       724.58795 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 180.5102844238s, input_fired_time: 2.0846447945, output_fired_time: 1.8956062794, propagate_forward_time: 68.4156951904, propagate_backward_time: 104.6813049316, weight_update_time: 0.1736700535, other_time: 3.4330444336
epoch time: 14.6237955093s, input_fired_time: 0.2620831132, output_fired_time: 0.0000000000, propagate_forward_time: 13.7461700439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6155424118
validation[          , genome  6372] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       717.31848, best error:       717.31848 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 179.6623840332s, input_fired_time: 2.0766615868, output_fired_time: 1.8877552748, propagate_forward_time: 67.9438858032, propagate_backward_time: 104.3211975098, weight_update_time: 0.1734959334, other_time: 3.4328842163
epoch time: 14.6950950623s, input_fired_time: 0.2626632154, output_fired_time: 0.0000000000, propagate_forward_time: 13.8189620972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6134700775
validation[          , genome  6372] predictions:    9758/  10000 (97.58%), best:    9773/10000 (97.73%), error:       828.97491, best error:       717.31848 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 180.6999969482s, input_fired_time: 2.0855188370, output_fired_time: 1.8998882771, propagate_forward_time: 68.4854125977, propagate_backward_time: 104.8046417236, weight_update_time: 0.1734667867, other_time: 3.4245300293
epoch time: 14.5817604065s, input_fired_time: 0.2624230087, output_fired_time: 0.0000000000, propagate_forward_time: 13.6937780380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6255598068
validation[          , genome  6372] predictions:    9705/  10000 (97.05%), best:    9773/10000 (97.73%), error:       916.02075, best error:       717.31848 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 180.0671081543s, input_fired_time: 2.0899007320, output_fired_time: 1.8891617060, propagate_forward_time: 68.1532135010, propagate_backward_time: 104.4669723511, weight_update_time: 0.1742179394, other_time: 3.4678573608
epoch time: 14.5464620590s, input_fired_time: 0.2605378926, output_fired_time: 0.0000000000, propagate_forward_time: 13.6743335724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6115903854
validation[          , genome  6372] predictions:    9746/  10000 (97.46%), best:    9773/10000 (97.73%), error:       849.19958, best error:       717.31848 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 180.1100463867s, input_fired_time: 2.0881519318, output_fired_time: 1.8890159130, propagate_forward_time: 68.4107513428, propagate_backward_time: 104.2735824585, weight_update_time: 0.1738702059, other_time: 3.4485397339
epoch time: 14.6539707184s, input_fired_time: 0.2634347975, output_fired_time: 0.0000000000, propagate_forward_time: 13.7683095932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6222267151
validation[          , genome  6372] predictions:    9671/  10000 (96.71%), best:    9773/10000 (97.73%), error:      1061.14771, best error:       717.31848 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 180.2614135742s, input_fired_time: 2.0913493633, output_fired_time: 1.8938293457, propagate_forward_time: 68.3006973267, propagate_backward_time: 104.4849777222, weight_update_time: 0.1755429655, other_time: 3.4905548096
epoch time: 14.2457141876s, input_fired_time: 0.2594918609, output_fired_time: 0.0000000000, propagate_forward_time: 13.3750972748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6111249924
validation[          , genome  6372] predictions:    9778/  10000 (97.78%), best:    9773/10000 (97.73%), error:       734.18414, best error:       717.31848 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 180.2666931152s, input_fired_time: 2.0957033634, output_fired_time: 1.9049446583, propagate_forward_time: 68.3402709961, propagate_backward_time: 104.4784851074, weight_update_time: 0.1742516458, other_time: 3.4472961426
epoch time: 14.6832122803s, input_fired_time: 0.2642775476, output_fired_time: 0.0000000000, propagate_forward_time: 13.7967662811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6221685410
validation[          , genome  6372] predictions:    9750/  10000 (97.50%), best:    9773/10000 (97.73%), error:       828.19446, best error:       717.31848 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 181.2611389160s, input_fired_time: 2.0924251080, output_fired_time: 1.9076377153, propagate_forward_time: 68.6727981567, propagate_backward_time: 105.1277236938, weight_update_time: 0.1745608747, other_time: 3.4605560303
epoch time: 14.6402702332s, input_fired_time: 0.2629550993, output_fired_time: 0.0000000000, propagate_forward_time: 13.7644701004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6128454208
validation[          , genome  6372] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       716.96375, best error:       716.96375 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 180.7664794922s, input_fired_time: 2.0955078602, output_fired_time: 1.9091063738, propagate_forward_time: 68.4603424072, propagate_backward_time: 104.8412017822, weight_update_time: 0.1752029657, other_time: 3.4603271484
epoch time: 14.6152868271s, input_fired_time: 0.2644577026, output_fired_time: 0.0000000000, propagate_forward_time: 13.7285661697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6222629547
validation[          , genome  6372] predictions:    9776/  10000 (97.76%), best:    9789/10000 (97.89%), error:       767.08289, best error:       716.96375 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 179.6523590088s, input_fired_time: 2.0936429501, output_fired_time: 1.8886580467, propagate_forward_time: 68.0696258545, propagate_backward_time: 104.1483230591, weight_update_time: 0.1736751646, other_time: 3.4521102905
epoch time: 14.6912908554s, input_fired_time: 0.2622601986, output_fired_time: 0.0000000000, propagate_forward_time: 13.8296804428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5993499756
validation[          , genome  6372] predictions:    9788/  10000 (97.88%), best:    9789/10000 (97.89%), error:       733.82013, best error:       716.96375 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 179.4219360352s, input_fired_time: 2.0914404392, output_fired_time: 1.8812748194, propagate_forward_time: 68.0109100342, propagate_backward_time: 104.0033493042, weight_update_time: 0.1732194722, other_time: 3.4349594116
epoch time: 14.4003105164s, input_fired_time: 0.2610714436, output_fired_time: 0.0000000000, propagate_forward_time: 13.5277481079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6114912033
validation[          , genome  6372] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       694.44043, best error:       694.44043 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 180.9103851318s, input_fired_time: 2.0907204151, output_fired_time: 1.9025034904, propagate_forward_time: 68.5986175537, propagate_backward_time: 104.9017257690, weight_update_time: 0.1727336049, other_time: 3.4168319702
epoch time: 14.6896667480s, input_fired_time: 0.2661939263, output_fired_time: 0.0000000000, propagate_forward_time: 13.7957115173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6277608871
validation[          , genome  6372] predictions:    9760/  10000 (97.60%), best:    9794/10000 (97.94%), error:       796.19482, best error:       694.44043 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 180.7100372314s, input_fired_time: 2.0972290039, output_fired_time: 1.8952662945, propagate_forward_time: 68.5595397949, propagate_backward_time: 104.7212448120, weight_update_time: 0.1741584688, other_time: 3.4367599487
epoch time: 14.6289710999s, input_fired_time: 0.2636933625, output_fired_time: 0.0000000000, propagate_forward_time: 13.7502546310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6150226593
validation[          , genome  6372] predictions:    9771/  10000 (97.71%), best:    9794/10000 (97.94%), error:       715.58777, best error:       694.44043 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 180.8767700195s, input_fired_time: 2.0978338718, output_fired_time: 1.9032009840, propagate_forward_time: 68.5905609131, propagate_backward_time: 104.8114471436, weight_update_time: 0.1758393496, other_time: 3.4737243652
epoch time: 14.7555809021s, input_fired_time: 0.2669481337, output_fired_time: 0.0000000000, propagate_forward_time: 13.8620014191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6266317368
validation[          , genome  6372] predictions:    9760/  10000 (97.60%), best:    9794/10000 (97.94%), error:       768.79108, best error:       694.44043 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 181.3664093018s, input_fired_time: 2.1048054695, output_fired_time: 1.9062201977, propagate_forward_time: 68.6769180298, propagate_backward_time: 105.2064514160, weight_update_time: 0.1756571084, other_time: 3.4720077515
epoch time: 14.6182718277s, input_fired_time: 0.2644219100, output_fired_time: 0.0000000000, propagate_forward_time: 13.7348632813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6189870834
validation[          , genome  6372] predictions:    9754/  10000 (97.54%), best:    9794/10000 (97.94%), error:       787.23016, best error:       694.44043 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 180.6128387451s, input_fired_time: 2.0999588966, output_fired_time: 1.9049408436, propagate_forward_time: 68.5299758911, propagate_backward_time: 104.6360397339, weight_update_time: 0.1739198714, other_time: 3.4419250488
epoch time: 14.6219663620s, input_fired_time: 0.2641898692, output_fired_time: 0.0000000000, propagate_forward_time: 13.7422428131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6155338287
validation[          , genome  6372] predictions:    9802/  10000 (98.02%), best:    9794/10000 (97.94%), error:       696.16235, best error:       694.44043 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 180.4560852051s, input_fired_time: 2.0932590961, output_fired_time: 1.8998595476, propagate_forward_time: 68.3466262817, propagate_backward_time: 104.6676864624, weight_update_time: 0.1740453392, other_time: 3.4486541748
epoch time: 14.7142915726s, input_fired_time: 0.2666680217, output_fired_time: 0.0000000000, propagate_forward_time: 13.8300313950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6175918579
validation[          , genome  6372] predictions:    9774/  10000 (97.74%), best:    9794/10000 (97.94%), error:       745.01666, best error:       694.44043 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 181.1289672852s, input_fired_time: 2.1018500328, output_fired_time: 1.9013280869, propagate_forward_time: 68.6769638062, propagate_backward_time: 105.0048904419, weight_update_time: 0.1748383790, other_time: 3.4439392090
epoch time: 14.5721797943s, input_fired_time: 0.2632381916, output_fired_time: 0.0000000000, propagate_forward_time: 13.6900892258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6188526154
validation[          , genome  6372] predictions:    9788/  10000 (97.88%), best:    9794/10000 (97.94%), error:       704.51703, best error:       694.44043 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 180.0714263916s, input_fired_time: 2.1030669212, output_fired_time: 1.8921135664, propagate_forward_time: 68.1036911011, propagate_backward_time: 104.4902877808, weight_update_time: 0.1755178720, other_time: 3.4822540283
epoch time: 14.6220426559s, input_fired_time: 0.2648867965, output_fired_time: 0.0000000000, propagate_forward_time: 13.7371635437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6199922562
validation[          , genome  6372] predictions:    9769/  10000 (97.69%), best:    9794/10000 (97.94%), error:       804.02625, best error:       694.44043 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 180.4762725830s, input_fired_time: 2.1010150909, output_fired_time: 1.8975684643, propagate_forward_time: 68.5777893066, propagate_backward_time: 104.4543609619, weight_update_time: 0.1742372513, other_time: 3.4455413818
epoch time: 14.6328926086s, input_fired_time: 0.2655509114, output_fired_time: 0.0000000000, propagate_forward_time: 13.7488622665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6184797287
validation[          , genome  6372] predictions:    9737/  10000 (97.37%), best:    9794/10000 (97.94%), error:       850.37933, best error:       694.44043 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 180.4961242676s, input_fired_time: 2.1003057957, output_fired_time: 1.9016203880, propagate_forward_time: 68.3789520264, propagate_backward_time: 104.7010192871, weight_update_time: 0.1729121953, other_time: 3.4142150879
epoch time: 14.5755853653s, input_fired_time: 0.2654581964, output_fired_time: 0.0000000000, propagate_forward_time: 13.6924352646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6176919937
validation[          , genome  6372] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       681.95471, best error:       681.95471 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 181.1014404297s, input_fired_time: 2.1053323746, output_fired_time: 1.9070558548, propagate_forward_time: 68.6276016235, propagate_backward_time: 105.0121765137, weight_update_time: 0.1745680124, other_time: 3.4492721558
epoch time: 14.7250871658s, input_fired_time: 0.2649717629, output_fired_time: 0.0000000000, propagate_forward_time: 13.8508567810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6092586517
validation[          , genome  6372] predictions:    9698/  10000 (96.98%), best:    9785/10000 (97.85%), error:      1003.50366, best error:       681.95471 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 180.9799346924s, input_fired_time: 2.0962271690, output_fired_time: 1.9080373049, propagate_forward_time: 68.5148849487, propagate_backward_time: 105.0605468750, weight_update_time: 0.1725983918, other_time: 3.4002456665
epoch time: 14.6122388840s, input_fired_time: 0.2660848200, output_fired_time: 0.0000000000, propagate_forward_time: 13.7230272293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6231269836
validation[          , genome  6372] predictions:    9760/  10000 (97.60%), best:    9785/10000 (97.85%), error:       815.16626, best error:       681.95471 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 180.3431091309s, input_fired_time: 2.1083617210, output_fired_time: 1.9051979780, propagate_forward_time: 68.3965606689, propagate_backward_time: 104.4773635864, weight_update_time: 0.1746018380, other_time: 3.4556198120
epoch time: 14.6407909393s, input_fired_time: 0.2648239136, output_fired_time: 0.0000000000, propagate_forward_time: 13.7600879669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6158790588
validation[          , genome  6372] predictions:    9761/  10000 (97.61%), best:    9785/10000 (97.85%), error:       803.36444, best error:       681.95471 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 181.1306304932s, input_fired_time: 2.1058290005, output_fired_time: 1.9068293571, propagate_forward_time: 68.6296768188, propagate_backward_time: 105.0287704468, weight_update_time: 0.1748747528, other_time: 3.4595184326
epoch time: 14.7356405258s, input_fired_time: 0.2671493292, output_fired_time: 0.0000000000, propagate_forward_time: 13.8460874557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6224040985
validation[          , genome  6372] predictions:    9783/  10000 (97.83%), best:    9785/10000 (97.85%), error:       758.97638, best error:       681.95471 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 180.6426849365s, input_fired_time: 2.1069126129, output_fired_time: 1.8997437954, propagate_forward_time: 68.4058074951, propagate_backward_time: 104.7642898560, weight_update_time: 0.1754093170, other_time: 3.4659194946
epoch time: 14.6827697754s, input_fired_time: 0.2683734894, output_fired_time: 0.0000000000, propagate_forward_time: 13.7891998291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6251964569
validation[          , genome  6372] predictions:    9735/  10000 (97.35%), best:    9785/10000 (97.85%), error:       848.63293, best error:       681.95471 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 180.4807128906s, input_fired_time: 2.1128487587, output_fired_time: 1.8950587511, propagate_forward_time: 68.4122924805, propagate_backward_time: 104.5682144165, weight_update_time: 0.1758153439, other_time: 3.4922866821
epoch time: 14.6168041229s, input_fired_time: 0.2665512562, output_fired_time: 0.0000000000, propagate_forward_time: 13.7321557999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6180973053
validation[          , genome  6372] predictions:    9768/  10000 (97.68%), best:    9785/10000 (97.85%), error:       702.92963, best error:       681.95471 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 180.9377746582s, input_fired_time: 2.1131825447, output_fired_time: 1.9029886723, propagate_forward_time: 68.5580596924, propagate_backward_time: 104.8899917603, weight_update_time: 0.1750375628, other_time: 3.4735488892
epoch time: 14.5670566559s, input_fired_time: 0.2666137815, output_fired_time: 0.0000000000, propagate_forward_time: 13.6800155640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6204271317
validation[          , genome  6372] predictions:    9773/  10000 (97.73%), best:    9785/10000 (97.85%), error:       737.27814, best error:       681.95471 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 180.5880432129s, input_fired_time: 2.1098816395, output_fired_time: 1.9011342525, propagate_forward_time: 68.5574722290, propagate_backward_time: 104.5750961304, weight_update_time: 0.1742291301, other_time: 3.4444580078
epoch time: 14.5590009689s, input_fired_time: 0.2656486630, output_fired_time: 0.0000000000, propagate_forward_time: 13.6714830399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6218690872
validation[          , genome  6372] predictions:    9779/  10000 (97.79%), best:    9785/10000 (97.85%), error:       721.24121, best error:       681.95471 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 181.0878906250s, input_fired_time: 2.1165750027, output_fired_time: 1.9053432941, propagate_forward_time: 68.6626663208, propagate_backward_time: 104.9455490112, weight_update_time: 0.1751389503, other_time: 3.4577484131
epoch time: 14.6854505539s, input_fired_time: 0.2669363022, output_fired_time: 0.0000000000, propagate_forward_time: 13.8018407822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6166734695
validation[          , genome  6372] predictions:    9759/  10000 (97.59%), best:    9785/10000 (97.85%), error:       777.84155, best error:       681.95471 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 180.4503936768s, input_fired_time: 2.1078188419, output_fired_time: 1.9046388865, propagate_forward_time: 68.3066635132, propagate_backward_time: 104.6901397705, weight_update_time: 0.1744436473, other_time: 3.4411392212
epoch time: 14.6704235077s, input_fired_time: 0.2706457973, output_fired_time: 0.0000000000, propagate_forward_time: 13.7594976425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6402797699
validation[          , genome  6372] predictions:    9746/  10000 (97.46%), best:    9785/10000 (97.85%), error:       870.36670, best error:       681.95471 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 181.2468261719s, input_fired_time: 2.1204388142, output_fired_time: 1.9077825546, propagate_forward_time: 68.7534103394, propagate_backward_time: 104.9975509644, weight_update_time: 0.1750513911, other_time: 3.4676513672
epoch time: 14.1956462860s, input_fired_time: 0.2646600306, output_fired_time: 0.0000000000, propagate_forward_time: 13.3009700775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6300163269
validation[          , genome  6372] predictions:    9782/  10000 (97.82%), best:    9785/10000 (97.85%), error:       718.26782, best error:       681.95471 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 180.5661468506s, input_fired_time: 2.1226058006, output_fired_time: 1.9059852362, propagate_forward_time: 68.4057159424, propagate_backward_time: 104.6533050537, weight_update_time: 0.1760549247, other_time: 3.4785308838
epoch time: 14.5590782166s, input_fired_time: 0.2698076069, output_fired_time: 0.0000000000, propagate_forward_time: 13.6521606445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6371097565
validation[          , genome  6372] predictions:    9780/  10000 (97.80%), best:    9785/10000 (97.85%), error:       738.32159, best error:       681.95471 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 180.3737182617s, input_fired_time: 2.1169695854, output_fired_time: 1.9033074379, propagate_forward_time: 68.3217163086, propagate_backward_time: 104.5440292358, weight_update_time: 0.1759341210, other_time: 3.4876937866
epoch time: 14.7536172867s, input_fired_time: 0.2695300579, output_fired_time: 0.0000000000, propagate_forward_time: 13.8559694290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281175613
validation[          , genome  6372] predictions:    9742/  10000 (97.42%), best:    9785/10000 (97.85%), error:       813.90527, best error:       681.95471 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 180.8935241699s, input_fired_time: 2.1182947159, output_fired_time: 1.9022744894, propagate_forward_time: 68.4598770142, propagate_backward_time: 104.9271850586, weight_update_time: 0.1758649349, other_time: 3.4858932495
epoch time: 14.7123384476s, input_fired_time: 0.2684533596, output_fired_time: 0.0000000000, propagate_forward_time: 13.8163337708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6275510788
validation[          , genome  6372] predictions:    9782/  10000 (97.82%), best:    9785/10000 (97.85%), error:       722.09430, best error:       681.95471 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 180.3592529297s, input_fired_time: 2.1157486439, output_fired_time: 1.9023041725, propagate_forward_time: 68.2803649902, propagate_backward_time: 104.5789031982, weight_update_time: 0.1764348298, other_time: 3.4819335938
epoch time: 14.6582832336s, input_fired_time: 0.2685880363, output_fired_time: 0.0000000000, propagate_forward_time: 13.7724752426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6172199249
validation[          , genome  6372] predictions:    9754/  10000 (97.54%), best:    9785/10000 (97.85%), error:       841.90198, best error:       681.95471 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 180.8087005615s, input_fired_time: 2.1237602234, output_fired_time: 1.9059637785, propagate_forward_time: 68.5229110718, propagate_backward_time: 104.7917098999, weight_update_time: 0.1760523617, other_time: 3.4643554688
epoch time: 14.6769247055s, input_fired_time: 0.2667831481, output_fired_time: 0.0000000000, propagate_forward_time: 13.7970495224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6130924225
validation[          , genome  6372] predictions:    9779/  10000 (97.79%), best:    9785/10000 (97.85%), error:       744.66827, best error:       681.95471 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 180.8873291016s, input_fired_time: 2.1255905628, output_fired_time: 1.9000129700, propagate_forward_time: 68.6156997681, propagate_backward_time: 104.7425918579, weight_update_time: 0.1761306971, other_time: 3.5034332275
epoch time: 14.7442483902s, input_fired_time: 0.2707517445, output_fired_time: 0.0000000000, propagate_forward_time: 13.8407773972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6327190399
validation[          , genome  6372] predictions:    9766/  10000 (97.66%), best:    9785/10000 (97.85%), error:       773.18182, best error:       681.95471 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 181.4670715332s, input_fired_time: 2.1240391731, output_fired_time: 1.9080438614, propagate_forward_time: 68.7376327515, propagate_backward_time: 105.2263565063, weight_update_time: 0.1759079993, other_time: 3.4709930420
epoch time: 14.5899896622s, input_fired_time: 0.2688921690, output_fired_time: 0.0000000000, propagate_forward_time: 13.7042226791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6168746948
validation[          , genome  6372] predictions:    9777/  10000 (97.77%), best:    9785/10000 (97.85%), error:       723.66089, best error:       681.95471 on epoch:    79, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 180.5511779785s, input_fired_time: 2.1234171391, output_fired_time: 1.9003683329, propagate_forward_time: 68.4400100708, propagate_backward_time: 104.5867156982, weight_update_time: 0.1757492572, other_time: 3.5006637573
epoch time: 14.5827493668s, input_fired_time: 0.2687826157, output_fired_time: 0.0000000000, propagate_forward_time: 13.6916465759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6223201752
validation[          , genome  6372] predictions:    9780/  10000 (97.80%), best:    9785/10000 (97.85%), error:       737.67084, best error:       681.95471 on epoch:    79, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 180.6829223633s, input_fired_time: 2.1290397644, output_fired_time: 1.9126935005, propagate_forward_time: 68.5164337158, propagate_backward_time: 104.6440887451, weight_update_time: 0.1752069890, other_time: 3.4806671143
epoch time: 14.6556549072s, input_fired_time: 0.2693211734, output_fired_time: 0.0000000000, propagate_forward_time: 13.7653532028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6209802628
validation[          , genome  6372] predictions:    9756/  10000 (97.56%), best:    9785/10000 (97.85%), error:       812.55280, best error:       681.95471 on epoch:    79, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 180.3289642334s, input_fired_time: 2.1300120354, output_fired_time: 1.9037473202, propagate_forward_time: 68.2636489868, propagate_backward_time: 104.5102081299, weight_update_time: 0.1772494167, other_time: 3.5213546753
epoch time: 14.4170465469s, input_fired_time: 0.2665302753, output_fired_time: 0.0000000000, propagate_forward_time: 13.5274705887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6230459213
validation[          , genome  6372] predictions:    9766/  10000 (97.66%), best:    9785/10000 (97.85%), error:       748.25690, best error:       681.95471 on epoch:    79, 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: 73.2833328247s, input_fired_time: 1.3394701481, output_fired_time: 0.0000000000, propagate_forward_time: 68.7090148926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2348480225
best training[          , genome  6372] predictions:   49679/  50000 (99.36%), best:    9785/10000 (97.85%), error:      1384.98096, best error:       681.95471 on epoch:    79, 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: 14.3194351196s, input_fired_time: 0.2632253766, output_fired_time: 0.0000000000, propagate_forward_time: 13.4268693924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6293401718
   testing[          , genome  6372] predictions:    9796/  10000 (97.96%), best:    9785/10000 (97.85%), error:       641.44122, best error:       681.95471 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:29:35 (6348): called boinc_finish(0)

</stderr_txt>
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