Nameexact_genome_1512568488_43_6942_0
Workunit2605968
Created7 Dec 2017, 22:50:41 UTC
Sent7 Dec 2017, 22:57:47 UTC
Report deadline14 Dec 2017, 22:54:52 UTC
Received8 Dec 2017, 14:41:57 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time3 hours 59 min 30 sec
CPU time3 hours 51 min 19 sec
Validate stateValid
Credit1,749.50
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.04 MB
Peak swap size157.35 MB
Peak disk usage1.75 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
 genome  6942] predictions:    9688/  10000 (96.88%), best:    9731/10000 (97.31%), error:       991.17468, best error:       913.23206 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 136.0325012207s, input_fired_time: 1.2027969360, output_fired_time: 1.1214804649, propagate_forward_time: 52.8424491882, propagate_backward_time: 77.6622619629, weight_update_time: 0.1562976986, other_time: 3.2035217285
epoch time: 13.5417175293s, input_fired_time: 0.1797812879, output_fired_time: 0.0000000000, propagate_forward_time: 12.6881618500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6737747192
validation[          , genome  6942] predictions:    9734/  10000 (97.34%), best:    9731/10000 (97.31%), error:       918.74738, best error:       913.23206 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 137.8810729980s, input_fired_time: 1.2408577204, output_fired_time: 1.0730247498, propagate_forward_time: 50.5355949402, propagate_backward_time: 81.8282928467, weight_update_time: 0.1563201249, other_time: 3.2032928467
epoch time: 13.0477819443s, input_fired_time: 0.1563150734, output_fired_time: 0.0000000000, propagate_forward_time: 12.2353811264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6560859680
validation[          , genome  6942] predictions:    9709/  10000 (97.09%), best:    9731/10000 (97.31%), error:       942.38721, best error:       913.23206 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 135.9977722168s, input_fired_time: 1.1966497898, output_fired_time: 1.0587898493, propagate_forward_time: 50.9534416199, propagate_backward_time: 79.6932601929, weight_update_time: 0.1550059766, other_time: 3.0956192017
epoch time: 11.4517393112s, input_fired_time: 0.1526322663, output_fired_time: 0.0000000000, propagate_forward_time: 10.7354860306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5636205673
validation[          , genome  6942] predictions:    9673/  10000 (96.73%), best:    9731/10000 (97.31%), error:      1088.67590, best error:       913.23206 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 134.5056762695s, input_fired_time: 1.2262026072, output_fired_time: 1.0753247738, propagate_forward_time: 50.3652801514, propagate_backward_time: 78.7175827026, weight_update_time: 0.1557821035, other_time: 3.1212997437
epoch time: 11.3675136566s, input_fired_time: 0.1500025243, output_fired_time: 0.0000000000, propagate_forward_time: 10.6663331985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5511779785
validation[          , genome  6942] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       895.91449, best error:       895.91449 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 142.2455596924s, input_fired_time: 1.2656236887, output_fired_time: 1.1302071810, propagate_forward_time: 54.3307075500, propagate_backward_time: 82.1457748413, weight_update_time: 0.1566123813, other_time: 3.3732528687
epoch time: 11.6650419235s, input_fired_time: 0.1541746408, output_fired_time: 0.0000000000, propagate_forward_time: 10.9594774246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5513896942
validation[          , genome  6942] predictions:    9692/  10000 (96.92%), best:    9725/10000 (97.25%), error:       976.77490, best error:       895.91449 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 133.1188964844s, input_fired_time: 1.1854584217, output_fired_time: 1.0510792732, propagate_forward_time: 49.1673011780, propagate_backward_time: 78.6002120972, weight_update_time: 0.1552718878, other_time: 3.1148452759
epoch time: 11.6097021103s, input_fired_time: 0.1525056064, output_fired_time: 0.0000000000, propagate_forward_time: 10.8951396942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5620565414
validation[          , genome  6942] predictions:    9706/  10000 (97.06%), best:    9725/10000 (97.25%), error:       950.14966, best error:       895.91449 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 135.1527252197s, input_fired_time: 1.1979981661, output_fired_time: 1.0606030226, propagate_forward_time: 52.7031135559, propagate_backward_time: 77.0786361694, weight_update_time: 0.1555816382, other_time: 3.1123733521
epoch time: 10.0667247772s, input_fired_time: 0.1475678384, output_fired_time: 0.0000000000, propagate_forward_time: 9.3828620911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5362949371
validation[          , genome  6942] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       858.69556, best error:       858.69556 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 145.4856872559s, input_fired_time: 1.3003193140, output_fired_time: 1.1332751513, propagate_forward_time: 54.4540786743, propagate_backward_time: 85.2598190308, weight_update_time: 0.1746706814, other_time: 3.3381958008
epoch time: 10.0101995468s, input_fired_time: 0.1474129558, output_fired_time: 0.0000000000, propagate_forward_time: 9.3264684677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5363178253
validation[          , genome  6942] predictions:    9715/  10000 (97.15%), best:    9738/10000 (97.38%), error:       964.45361, best error:       858.69556 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 135.6109008789s, input_fired_time: 1.2004656792, output_fired_time: 1.0671033859, propagate_forward_time: 49.6994552612, propagate_backward_time: 80.4947662354, weight_update_time: 0.1573166847, other_time: 3.1491012573
epoch time: 10.2030153275s, input_fired_time: 0.1494635344, output_fired_time: 0.0000000000, propagate_forward_time: 9.5066671371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5468845367
validation[          , genome  6942] predictions:    9673/  10000 (96.73%), best:    9738/10000 (97.38%), error:      1045.48950, best error:       858.69556 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 140.5237121582s, input_fired_time: 1.2569291592, output_fired_time: 1.1067543030, propagate_forward_time: 52.6066474915, propagate_backward_time: 81.2518615723, weight_update_time: 0.1743943840, other_time: 4.3015289307
epoch time: 11.3735780716s, input_fired_time: 0.1523312032, output_fired_time: 0.0000000000, propagate_forward_time: 10.6700859070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5511608124
validation[          , genome  6942] predictions:    9732/  10000 (97.32%), best:    9738/10000 (97.38%), error:       893.43597, best error:       858.69556 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 139.4290771484s, input_fired_time: 1.2758914232, output_fired_time: 2.1153533459, propagate_forward_time: 51.2924423218, propagate_backward_time: 81.5052947998, weight_update_time: 0.1682241857, other_time: 3.2400894165
epoch time: 11.4257640839s, input_fired_time: 0.1527690738, output_fired_time: 0.0000000000, propagate_forward_time: 9.7032232285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5697717667
validation[          , genome  6942] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       839.32568, best error:       839.32568 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 134.4614562988s, input_fired_time: 1.2114747763, output_fired_time: 2.0731048584, propagate_forward_time: 49.6081962585, propagate_backward_time: 78.4908294678, weight_update_time: 0.1550647318, other_time: 3.0778503418
epoch time: 11.3439559937s, input_fired_time: 0.1507850140, output_fired_time: 0.0000000000, propagate_forward_time: 10.6527881622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5403823853
validation[          , genome  6942] predictions:    9702/  10000 (97.02%), best:    9752/10000 (97.52%), error:      1024.13269, best error:       839.32568 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 147.8235931396s, input_fired_time: 1.3008469343, output_fired_time: 1.1471295357, propagate_forward_time: 55.5802650452, propagate_backward_time: 86.4272994995, weight_update_time: 0.1561964601, other_time: 3.3680648804
epoch time: 11.4121561050s, input_fired_time: 0.1533496678, output_fired_time: 0.0000000000, propagate_forward_time: 10.7060775757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5527286530
validation[          , genome  6942] predictions:    9670/  10000 (96.70%), best:    9752/10000 (97.52%), error:      1064.11584, best error:       839.32568 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 143.9652557373s, input_fired_time: 1.2593824863, output_fired_time: 1.1327651739, propagate_forward_time: 54.1478309631, propagate_backward_time: 84.1744308472, weight_update_time: 0.1638031304, other_time: 3.2508468628
epoch time: 11.9610023499s, input_fired_time: 0.1774942428, output_fired_time: 0.0000000000, propagate_forward_time: 10.2111749649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5723333359
validation[          , genome  6942] predictions:    9716/  10000 (97.16%), best:    9752/10000 (97.52%), error:       903.98810, best error:       839.32568 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 158.9364471436s, input_fired_time: 1.4041459560, output_fired_time: 1.2092654705, propagate_forward_time: 60.9498405457, propagate_backward_time: 91.6387710571, weight_update_time: 0.1752404273, other_time: 3.7344284058
epoch time: 10.5639657974s, input_fired_time: 0.1480917335, output_fired_time: 0.0000000000, propagate_forward_time: 9.8060464859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6098279953
validation[          , genome  6942] predictions:    9665/  10000 (96.65%), best:    9752/10000 (97.52%), error:      1063.09753, best error:       839.32568 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 141.7969055176s, input_fired_time: 1.2518185377, output_fired_time: 1.1258490086, propagate_forward_time: 54.9075660706, propagate_backward_time: 81.1707000732, weight_update_time: 0.1644500941, other_time: 3.3409729004
epoch time: 11.5390691757s, input_fired_time: 0.1541828364, output_fired_time: 0.0000000000, propagate_forward_time: 10.8245611191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5603256226
validation[          , genome  6942] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       806.59033, best error:       806.59033 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 149.4314575195s, input_fired_time: 1.3442918062, output_fired_time: 1.2766896486, propagate_forward_time: 56.4853019714, propagate_backward_time: 85.7867126465, weight_update_time: 1.2082114220, other_time: 4.5384521484
epoch time: 13.2749462128s, input_fired_time: 0.1577176452, output_fired_time: 0.0000000000, propagate_forward_time: 12.4861478806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6310806274
validation[          , genome  6942] predictions:    9725/  10000 (97.25%), best:    9754/10000 (97.54%), error:       891.68317, best error:       806.59033 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 136.0608520508s, input_fired_time: 1.1944407225, output_fired_time: 1.0640403032, propagate_forward_time: 52.0960311890, propagate_backward_time: 78.5276260376, weight_update_time: 0.1633214056, other_time: 3.1787109375
epoch time: 10.2500152588s, input_fired_time: 0.1573320627, output_fired_time: 0.0000000000, propagate_forward_time: 9.5514383316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412445068
validation[          , genome  6942] predictions:    9709/  10000 (97.09%), best:    9754/10000 (97.54%), error:       938.55341, best error:       806.59033 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 134.3496093750s, input_fired_time: 2.1026368141, output_fired_time: 1.0534785986, propagate_forward_time: 52.2838478088, propagate_backward_time: 75.7974929810, weight_update_time: 0.1553197503, other_time: 3.1121597290
epoch time: 11.3319549561s, input_fired_time: 0.1538036615, output_fired_time: 0.0000000000, propagate_forward_time: 10.6214962006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5566549301
validation[          , genome  6942] predictions:    9681/  10000 (96.81%), best:    9754/10000 (97.54%), error:      1046.46069, best error:       806.59033 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 132.7856750488s, input_fired_time: 1.1865839958, output_fired_time: 1.0465157032, propagate_forward_time: 49.7605857849, propagate_backward_time: 77.7361450195, weight_update_time: 0.1538912803, other_time: 3.0558471680
epoch time: 11.2934532166s, input_fired_time: 0.1530603170, output_fired_time: 0.0000000000, propagate_forward_time: 10.5869894028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5534038544
validation[          , genome  6942] predictions:    9737/  10000 (97.37%), best:    9754/10000 (97.54%), error:       892.48303, best error:       806.59033 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 133.4114074707s, input_fired_time: 1.1943832636, output_fired_time: 1.0504113436, propagate_forward_time: 53.2616729736, propagate_backward_time: 74.8109436035, weight_update_time: 0.1553168148, other_time: 3.0939941406
epoch time: 10.1972312927s, input_fired_time: 0.1481714696, output_fired_time: 0.0000000000, propagate_forward_time: 9.5124607086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5365991592
validation[          , genome  6942] predictions:    9714/  10000 (97.14%), best:    9754/10000 (97.54%), error:       939.72064, best error:       806.59033 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 133.7955169678s, input_fired_time: 1.2106337547, output_fired_time: 1.0511745214, propagate_forward_time: 50.8965110779, propagate_backward_time: 76.5203018188, weight_update_time: 0.1543540955, other_time: 4.1168899536
epoch time: 10.2537698746s, input_fired_time: 0.1523503065, output_fired_time: 0.0000000000, propagate_forward_time: 9.5478620529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5535573959
validation[          , genome  6942] predictions:    9693/  10000 (96.93%), best:    9754/10000 (97.54%), error:      1006.38708, best error:       806.59033 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 133.3569488525s, input_fired_time: 1.1881439686, output_fired_time: 1.0848604441, propagate_forward_time: 52.8630256653, propagate_backward_time: 74.1010894775, weight_update_time: 1.1645566225, other_time: 4.1198425293
epoch time: 11.6462478638s, input_fired_time: 0.1551499814, output_fired_time: 0.0000000000, propagate_forward_time: 9.8808002472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6102972031
validation[          , genome  6942] predictions:    9729/  10000 (97.29%), best:    9754/10000 (97.54%), error:       887.17719, best error:       806.59033 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 142.4510345459s, input_fired_time: 2.2626850605, output_fired_time: 1.1926594973, propagate_forward_time: 55.1829261780, propagate_backward_time: 80.5444107056, weight_update_time: 0.1539949477, other_time: 3.2683639526
epoch time: 10.1645250320s, input_fired_time: 0.1495349407, output_fired_time: 0.0000000000, propagate_forward_time: 9.4779005051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370893478
validation[          , genome  6942] predictions:    9743/  10000 (97.43%), best:    9754/10000 (97.54%), error:       853.92023, best error:       806.59033 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 133.8852844238s, input_fired_time: 1.1930027008, output_fired_time: 1.0519977808, propagate_forward_time: 51.1657981873, propagate_backward_time: 77.3879089355, weight_update_time: 0.1543330997, other_time: 3.0865631104
epoch time: 11.3147888184s, input_fired_time: 0.1510816067, output_fired_time: 0.0000000000, propagate_forward_time: 10.6146411896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5490655899
validation[          , genome  6942] predictions:    9695/  10000 (96.95%), best:    9754/10000 (97.54%), error:       915.89600, best error:       806.59033 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 141.1207122803s, input_fired_time: 1.2121196985, output_fired_time: 1.1310611963, propagate_forward_time: 52.6862525940, propagate_backward_time: 82.8704986572, weight_update_time: 0.1614857912, other_time: 3.2207946777
epoch time: 9.8785810471s, input_fired_time: 0.1447065771, output_fired_time: 0.0000000000, propagate_forward_time: 9.2157497406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5181245804
validation[          , genome  6942] predictions:    9713/  10000 (97.13%), best:    9754/10000 (97.54%), error:       936.89703, best error:       806.59033 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 143.9216461182s, input_fired_time: 1.3001598120, output_fired_time: 1.1329020262, propagate_forward_time: 55.9010391235, propagate_backward_time: 82.3155822754, weight_update_time: 0.1711676270, other_time: 3.2719650269
epoch time: 11.3985176086s, input_fired_time: 0.1535920352, output_fired_time: 0.0000000000, propagate_forward_time: 10.6972370148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5476884842
validation[          , genome  6942] predictions:    9724/  10000 (97.24%), best:    9754/10000 (97.54%), error:       876.73029, best error:       806.59033 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 133.9124450684s, input_fired_time: 1.1987015009, output_fired_time: 1.0542291403, propagate_forward_time: 52.0946884155, propagate_backward_time: 76.4806594849, weight_update_time: 0.1545837522, other_time: 3.0841674805
epoch time: 10.1643753052s, input_fired_time: 0.1495075077, output_fired_time: 0.0000000000, propagate_forward_time: 9.4849700928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5298976898
validation[          , genome  6942] predictions:    9682/  10000 (96.82%), best:    9754/10000 (97.54%), error:      1047.84973, best error:       806.59033 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 134.6190032959s, input_fired_time: 1.1992081404, output_fired_time: 2.0762448311, propagate_forward_time: 53.3181915283, propagate_backward_time: 74.8419265747, weight_update_time: 0.1548300833, other_time: 3.1834335327
epoch time: 10.4555721283s, input_fired_time: 0.1551945060, output_fired_time: 0.0000000000, propagate_forward_time: 9.7424564362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5579214096
validation[          , genome  6942] predictions:    9735/  10000 (97.35%), best:    9754/10000 (97.54%), error:       876.36731, best error:       806.59033 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 138.5266265869s, input_fired_time: 1.2628093958, output_fired_time: 1.0778646469, propagate_forward_time: 53.8123054504, propagate_backward_time: 79.1752853394, weight_update_time: 0.1699244082, other_time: 3.1983718872
epoch time: 11.3071308136s, input_fired_time: 0.1530105025, output_fired_time: 0.0000000000, propagate_forward_time: 9.6975488663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4565715790
validation[          , genome  6942] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       790.56879, best error:       790.56879 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 162.3164215088s, input_fired_time: 1.3514050245, output_fired_time: 1.3778805733, propagate_forward_time: 61.9874114990, propagate_backward_time: 93.8839035034, weight_update_time: 0.2208224833, other_time: 3.7158126831
epoch time: 11.2388706207s, input_fired_time: 0.1535466164, output_fired_time: 0.0000000000, propagate_forward_time: 10.5340366364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5512876511
validation[          , genome  6942] predictions:    9708/  10000 (97.08%), best:    9759/10000 (97.59%), error:       941.21802, best error:       790.56879 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 132.7656250000s, input_fired_time: 1.1956175566, output_fired_time: 1.0492954254, propagate_forward_time: 50.0109291077, propagate_backward_time: 77.3796844482, weight_update_time: 0.1695363224, other_time: 3.1300964355
epoch time: 11.5760669708s, input_fired_time: 0.1550337225, output_fired_time: 0.0000000000, propagate_forward_time: 10.8616733551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5593595505
validation[          , genome  6942] predictions:    9741/  10000 (97.41%), best:    9759/10000 (97.59%), error:       817.68573, best error:       790.56879 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 134.2653198242s, input_fired_time: 1.2001321316, output_fired_time: 1.0644979477, propagate_forward_time: 49.2933082581, propagate_backward_time: 79.6084442139, weight_update_time: 0.1554170251, other_time: 3.0989379883
epoch time: 10.0419702530s, input_fired_time: 0.1495637745, output_fired_time: 0.0000000000, propagate_forward_time: 9.3600444794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5323619843
validation[          , genome  6942] predictions:    9741/  10000 (97.41%), best:    9759/10000 (97.59%), error:       795.36041, best error:       790.56879 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 134.1571350098s, input_fired_time: 1.2459743023, output_fired_time: 1.0498554707, propagate_forward_time: 49.0950622559, propagate_backward_time: 79.6522445679, weight_update_time: 0.1549762338, other_time: 3.1140060425
epoch time: 10.1127080917s, input_fired_time: 0.1510923803, output_fired_time: 0.0000000000, propagate_forward_time: 9.4220676422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395479202
validation[          , genome  6942] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       741.38965, best error:       741.38965 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 134.6645202637s, input_fired_time: 1.2062667608, output_fired_time: 1.0562738180, propagate_forward_time: 50.3419761658, propagate_backward_time: 77.9291000366, weight_update_time: 0.1569964588, other_time: 4.1308975220
epoch time: 11.3866729736s, input_fired_time: 0.1529924423, output_fired_time: 0.0000000000, propagate_forward_time: 10.6891832352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444974899
validation[          , genome  6942] predictions:    9709/  10000 (97.09%), best:    9786/10000 (97.86%), error:       947.92316, best error:       741.38965 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 132.3063964844s, input_fired_time: 1.1950956583, output_fired_time: 1.0519012213, propagate_forward_time: 51.0735816956, propagate_backward_time: 75.9074707031, weight_update_time: 0.1549209356, other_time: 3.0783538818
epoch time: 11.3942632675s, input_fired_time: 0.1539004445, output_fired_time: 0.0000000000, propagate_forward_time: 10.6841650009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5561981201
validation[          , genome  6942] predictions:    9618/  10000 (96.18%), best:    9786/10000 (97.86%), error:      1191.87744, best error:       741.38965 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 133.9028320313s, input_fired_time: 1.2003109455, output_fired_time: 1.0583473444, propagate_forward_time: 52.9725570679, propagate_backward_time: 75.5230484009, weight_update_time: 0.1551931947, other_time: 3.1485595703
epoch time: 10.1486978531s, input_fired_time: 0.1508118510, output_fired_time: 0.0000000000, propagate_forward_time: 9.4537706375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5441150665
validation[          , genome  6942] predictions:    9750/  10000 (97.50%), best:    9786/10000 (97.86%), error:       836.72650, best error:       741.38965 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 138.7537841797s, input_fired_time: 1.2330840826, output_fired_time: 1.0998300314, propagate_forward_time: 51.8906517029, propagate_backward_time: 80.3591690063, weight_update_time: 0.1621873379, other_time: 4.1710586548
epoch time: 11.2620344162s, input_fired_time: 0.1525330991, output_fired_time: 0.0000000000, propagate_forward_time: 10.5545110703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5549898148
validation[          , genome  6942] predictions:    9749/  10000 (97.49%), best:    9786/10000 (97.86%), error:       797.76184, best error:       741.38965 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 132.1013031006s, input_fired_time: 1.1989643574, output_fired_time: 1.0419514179, propagate_forward_time: 49.8186988831, propagate_backward_time: 76.9620742798, weight_update_time: 0.1539734155, other_time: 3.0796279907
epoch time: 11.6854887009s, input_fired_time: 0.1553684771, output_fired_time: 0.0000000000, propagate_forward_time: 9.9549484253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5751714706
validation[          , genome  6942] predictions:    9718/  10000 (97.18%), best:    9786/10000 (97.86%), error:       907.31512, best error:       741.38965 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 140.0706481934s, input_fired_time: 1.2550779581, output_fired_time: 1.1233301163, propagate_forward_time: 51.6980171204, propagate_backward_time: 82.7618713379, weight_update_time: 0.1783392429, other_time: 3.2323455811
epoch time: 10.1834754944s, input_fired_time: 0.1523952633, output_fired_time: 0.0000000000, propagate_forward_time: 9.4753208160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5557594299
validation[          , genome  6942] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       824.50873, best error:       741.38965 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 134.2300720215s, input_fired_time: 1.2116004229, output_fired_time: 2.1148777008, propagate_forward_time: 49.0961074829, propagate_backward_time: 78.7015762329, weight_update_time: 0.1551637650, other_time: 3.1059112549
epoch time: 11.5157413483s, input_fired_time: 0.1551910192, output_fired_time: 0.0000000000, propagate_forward_time: 10.8002185822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5603313446
validation[          , genome  6942] predictions:    9668/  10000 (96.68%), best:    9786/10000 (97.86%), error:      1092.74329, best error:       741.38965 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 131.0938568115s, input_fired_time: 1.1921564341, output_fired_time: 1.0517765284, propagate_forward_time: 50.9751434326, propagate_backward_time: 74.8166198730, weight_update_time: 0.1523894966, other_time: 3.0581665039
epoch time: 11.6983451843s, input_fired_time: 0.1583778709, output_fired_time: 0.0000000000, propagate_forward_time: 10.9736728668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5662946701
validation[          , genome  6942] predictions:    9724/  10000 (97.24%), best:    9786/10000 (97.86%), error:       840.36572, best error:       741.38965 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 133.3988800049s, input_fired_time: 1.1964837313, output_fired_time: 1.0515358448, propagate_forward_time: 52.8311538696, propagate_backward_time: 75.1884918213, weight_update_time: 0.1549063027, other_time: 3.1312179565
epoch time: 10.2209453583s, input_fired_time: 0.1536809951, output_fired_time: 0.0000000000, propagate_forward_time: 9.5207014084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5465631485
validation[          , genome  6942] predictions:    9717/  10000 (97.17%), best:    9786/10000 (97.86%), error:       905.23749, best error:       741.38965 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 134.7502441406s, input_fired_time: 1.2208063602, output_fired_time: 1.0777777433, propagate_forward_time: 51.2621536255, propagate_backward_time: 78.0773620605, weight_update_time: 0.1555058956, other_time: 3.1121444702
epoch time: 10.2228641510s, input_fired_time: 0.1488639861, output_fired_time: 0.0000000000, propagate_forward_time: 9.5458240509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5281763077
validation[          , genome  6942] predictions:    9755/  10000 (97.55%), best:    9786/10000 (97.86%), error:       796.29730, best error:       741.38965 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 149.8746032715s, input_fired_time: 1.3446959257, output_fired_time: 1.1601295471, propagate_forward_time: 56.0374031067, propagate_backward_time: 88.0362167358, weight_update_time: 0.1553793848, other_time: 3.2961654663
epoch time: 10.0439796448s, input_fired_time: 0.1498877257, output_fired_time: 0.0000000000, propagate_forward_time: 9.3533191681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5407724380
validation[          , genome  6942] predictions:    9674/  10000 (96.74%), best:    9786/10000 (97.86%), error:      1026.25867, best error:       741.38965 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 137.7897644043s, input_fired_time: 1.2210670710, output_fired_time: 1.0625787973, propagate_forward_time: 52.2381820679, propagate_backward_time: 79.9930343628, weight_update_time: 0.1549631655, other_time: 3.2749023438
epoch time: 15.5657510757s, input_fired_time: 0.1711044610, output_fired_time: 0.0000000000, propagate_forward_time: 14.6554670334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7391796112
validation[          , genome  6942] predictions:    9727/  10000 (97.27%), best:    9786/10000 (97.86%), error:       885.12878, best error:       741.38965 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 138.4677276611s, input_fired_time: 1.2412530184, output_fired_time: 1.0874874592, propagate_forward_time: 55.5617256165, propagate_backward_time: 77.3451004028, weight_update_time: 0.1545539349, other_time: 3.2321548462
epoch time: 11.4354238510s, input_fired_time: 0.1533252597, output_fired_time: 0.0000000000, propagate_forward_time: 10.7349967957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5471019745
validation[          , genome  6942] predictions:    9695/  10000 (96.95%), best:    9786/10000 (97.86%), error:       993.22186, best error:       741.38965 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 132.3759918213s, input_fired_time: 1.1910185814, output_fired_time: 1.0486091375, propagate_forward_time: 50.9404869080, propagate_backward_time: 76.1337203979, weight_update_time: 0.1551630050, other_time: 3.0621414185
epoch time: 11.1845617294s, input_fired_time: 0.1511588097, output_fired_time: 0.0000000000, propagate_forward_time: 10.4849023819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5485010147
validation[          , genome  6942] predictions:    9746/  10000 (97.46%), best:    9786/10000 (97.86%), error:       796.06726, best error:       741.38965 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 133.2960968018s, input_fired_time: 1.2062865496, output_fired_time: 1.0532816648, propagate_forward_time: 48.3145523071, propagate_backward_time: 79.6376495361, weight_update_time: 0.1563181430, other_time: 3.0843276978
epoch time: 11.7440099716s, input_fired_time: 0.1544741690, output_fired_time: 0.0000000000, propagate_forward_time: 11.0312128067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5583229065
validation[          , genome  6942] predictions:    9750/  10000 (97.50%), best:    9786/10000 (97.86%), error:       799.72015, best error:       741.38965 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 154.6535949707s, input_fired_time: 1.3026512861, output_fired_time: 1.2458269596, propagate_forward_time: 59.4233932495, propagate_backward_time: 89.0663833618, weight_update_time: 0.1877128929, other_time: 3.6153259277
epoch time: 12.0220851898s, input_fired_time: 0.1932033896, output_fired_time: 0.0000000000, propagate_forward_time: 11.2273797989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6015024185
validation[          , genome  6942] predictions:    9707/  10000 (97.07%), best:    9786/10000 (97.86%), error:       926.73846, best error:       741.38965 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 144.5534210205s, input_fired_time: 1.2752854824, output_fired_time: 1.1056081057, propagate_forward_time: 53.2160415649, propagate_backward_time: 84.5840682983, weight_update_time: 0.1730721891, other_time: 4.3724212646
epoch time: 13.7176675797s, input_fired_time: 0.1993448585, output_fired_time: 0.0000000000, propagate_forward_time: 12.8142166138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7041063309
validation[          , genome  6942] predictions:    9746/  10000 (97.46%), best:    9786/10000 (97.86%), error:       838.69348, best error:       741.38965 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 134.3678283691s, input_fired_time: 1.2127668858, output_fired_time: 1.0499653816, propagate_forward_time: 51.4151535034, propagate_backward_time: 76.5228729248, weight_update_time: 0.1549049020, other_time: 4.1670608521
epoch time: 11.5469903946s, input_fired_time: 0.1582043916, output_fired_time: 0.0000000000, propagate_forward_time: 9.8105869293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5781993866
validation[          , genome  6942] predictions:    9724/  10000 (97.24%), best:    9786/10000 (97.86%), error:       859.43951, best error:       741.38965 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 130.8846282959s, input_fired_time: 1.1984559298, output_fired_time: 1.0425399542, propagate_forward_time: 48.9331779480, propagate_backward_time: 76.6214828491, weight_update_time: 0.1541497111, other_time: 3.0889663696
epoch time: 11.3224916458s, input_fired_time: 0.1560623646, output_fired_time: 0.0000000000, propagate_forward_time: 10.6129026413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5535268784
validation[          , genome  6942] predictions:    9765/  10000 (97.65%), best:    9786/10000 (97.86%), error:       818.83832, best error:       741.38965 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 132.4958038330s, input_fired_time: 1.2127879858, output_fired_time: 1.0770436525, propagate_forward_time: 51.9381179810, propagate_backward_time: 75.1716384888, weight_update_time: 0.1530503184, other_time: 3.0962219238
epoch time: 11.5187768936s, input_fired_time: 0.1579165906, output_fired_time: 0.0000000000, propagate_forward_time: 10.7977294922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5631303787
validation[          , genome  6942] predictions:    9747/  10000 (97.47%), best:    9786/10000 (97.86%), error:       829.08264, best error:       741.38965 on epoch:    48, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 150.7990264893s, input_fired_time: 1.3719789982, output_fired_time: 1.1864345074, propagate_forward_time: 55.8462829590, propagate_backward_time: 88.9335632324, weight_update_time: 0.1722299457, other_time: 3.4607696533
epoch time: 13.2592296600s, input_fired_time: 0.2175664604, output_fired_time: 0.0000000000, propagate_forward_time: 12.3325271606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7091360092
validation[          , genome  6942] predictions:    9657/  10000 (96.57%), best:    9786/10000 (97.86%), error:      1080.49231, best error:       741.38965 on epoch:    48, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 146.6761932373s, input_fired_time: 1.3343420029, output_fired_time: 1.1413860321, propagate_forward_time: 56.7569541931, propagate_backward_time: 84.0590209961, weight_update_time: 0.1740544289, other_time: 3.3844909668
epoch time: 11.1948080063s, input_fired_time: 0.1777151674, output_fired_time: 0.0000000000, propagate_forward_time: 10.4160518646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6010408401
validation[          , genome  6942] predictions:    9737/  10000 (97.37%), best:    9786/10000 (97.86%), error:       860.66809, best error:       741.38965 on epoch:    48, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 151.4816284180s, input_fired_time: 1.3795899153, output_fired_time: 1.1952823400, propagate_forward_time: 59.1788902283, propagate_backward_time: 86.1772689819, weight_update_time: 0.1645785272, other_time: 3.5505905151
epoch time: 10.3884773254s, input_fired_time: 0.1520947516, output_fired_time: 0.0000000000, propagate_forward_time: 9.7005186081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5358638763
validation[          , genome  6942] predictions:    9725/  10000 (97.25%), best:    9786/10000 (97.86%), error:       877.90234, best error:       741.38965 on epoch:    48, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 135.6231536865s, input_fired_time: 1.2173169851, output_fired_time: 1.0717210770, propagate_forward_time: 52.7021751404, propagate_backward_time: 77.5152969360, weight_update_time: 0.1554463208, other_time: 3.1166458130
epoch time: 13.0174951553s, input_fired_time: 0.1713195890, output_fired_time: 0.0000000000, propagate_forward_time: 12.1576795578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6884956360
validation[          , genome  6942] predictions:    9769/  10000 (97.69%), best:    9786/10000 (97.86%), error:       758.69849, best error:       741.38965 on epoch:    48, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 138.9636688232s, input_fired_time: 1.2463308573, output_fired_time: 1.0941690207, propagate_forward_time: 52.7386474609, propagate_backward_time: 80.5949401855, weight_update_time: 0.1549581289, other_time: 3.2895812988
epoch time: 10.1920461655s, input_fired_time: 0.1507688314, output_fired_time: 0.0000000000, propagate_forward_time: 9.5065040588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347728729
validation[          , genome  6942] predictions:    9763/  10000 (97.63%), best:    9786/10000 (97.86%), error:       779.68585, best error:       741.38965 on epoch:    48, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 136.6035003662s, input_fired_time: 1.2867844105, output_fired_time: 1.0881414413, propagate_forward_time: 51.0917701721, propagate_backward_time: 80.0194625854, weight_update_time: 0.1547416002, other_time: 3.1173477173
epoch time: 11.4499216080s, input_fired_time: 0.1555018872, output_fired_time: 0.0000000000, propagate_forward_time: 9.7227592468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5716600418
validation[          , genome  6942] predictions:    9767/  10000 (97.67%), best:    9786/10000 (97.86%), error:       784.51245, best error:       741.38965 on epoch:    48, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 134.0578765869s, input_fired_time: 1.2060458660, output_fired_time: 1.0671887398, propagate_forward_time: 51.4420356750, propagate_backward_time: 77.2290039063, weight_update_time: 0.1540490389, other_time: 3.1136169434
epoch time: 11.6702671051s, input_fired_time: 0.1573300809, output_fired_time: 0.0000000000, propagate_forward_time: 10.9306068420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5823297501
validation[          , genome  6942] predictions:    9750/  10000 (97.50%), best:    9786/10000 (97.86%), error:       834.07892, best error:       741.38965 on epoch:    48, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 136.7863159180s, input_fired_time: 1.2158415318, output_fired_time: 1.0627512932, propagate_forward_time: 51.2891464233, propagate_backward_time: 80.0013122559, weight_update_time: 0.1669324636, other_time: 3.2172775269
epoch time: 10.2991571426s, input_fired_time: 0.1538852751, output_fired_time: 0.0000000000, propagate_forward_time: 9.5725231171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5727491379
validation[          , genome  6942] predictions:    9740/  10000 (97.40%), best:    9786/10000 (97.86%), error:       859.90039, best error:       741.38965 on epoch:    48, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 133.9042510986s, input_fired_time: 1.2132308483, output_fired_time: 2.0770649910, propagate_forward_time: 50.2455253601, propagate_backward_time: 77.2565765381, weight_update_time: 0.1549112648, other_time: 3.1118469238
epoch time: 11.6708698273s, input_fired_time: 0.1582478881, output_fired_time: 0.0000000000, propagate_forward_time: 10.9459533691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5666685104
validation[          , genome  6942] predictions:    9776/  10000 (97.76%), best:    9786/10000 (97.86%), error:       751.82288, best error:       741.38965 on epoch:    48, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 133.4689788818s, input_fired_time: 1.2138826847, output_fired_time: 1.0508363247, propagate_forward_time: 50.4164924622, propagate_backward_time: 76.5830078125, weight_update_time: 0.1560563147, other_time: 4.2047576904
epoch time: 11.4102811813s, input_fired_time: 0.1552501917, output_fired_time: 0.0000000000, propagate_forward_time: 10.6941118240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5609188080
validation[          , genome  6942] predictions:    9742/  10000 (97.42%), best:    9786/10000 (97.86%), error:       843.84998, best error:       741.38965 on epoch:    48, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 134.0566864014s, input_fired_time: 1.2152154446, output_fired_time: 1.0544705391, propagate_forward_time: 50.1228332520, propagate_backward_time: 78.5574645996, weight_update_time: 0.1556765139, other_time: 3.1067047119
epoch time: 10.1696100235s, input_fired_time: 0.1645457149, output_fired_time: 0.0000000000, propagate_forward_time: 9.4630727768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419912338
validation[          , genome  6942] predictions:    9727/  10000 (97.27%), best:    9786/10000 (97.86%), error:       891.80988, best error:       741.38965 on epoch:    48, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 136.9873352051s, input_fired_time: 2.2461233139, output_fired_time: 2.1093254089, propagate_forward_time: 51.0644798279, propagate_backward_time: 77.3474349976, weight_update_time: 0.1555211246, other_time: 4.2199630737
epoch time: 11.6173601151s, input_fired_time: 0.1571751833, output_fired_time: 0.0000000000, propagate_forward_time: 10.8912067413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5689783096
validation[          , genome  6942] predictions:    9791/  10000 (97.91%), best:    9786/10000 (97.86%), error:       746.58014, best error:       741.38965 on epoch:    48, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 139.0802001953s, input_fired_time: 1.2507164478, output_fired_time: 1.0985786915, propagate_forward_time: 53.2651634216, propagate_backward_time: 80.2094268799, weight_update_time: 0.1557966769, other_time: 3.2563171387
epoch time: 9.7913732529s, input_fired_time: 0.1500426084, output_fired_time: 0.0000000000, propagate_forward_time: 9.1077346802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335960388
validation[          , genome  6942] predictions:    9740/  10000 (97.40%), best:    9786/10000 (97.86%), error:       852.22870, best error:       741.38965 on epoch:    48, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 133.5505218506s, input_fired_time: 1.2147670984, output_fired_time: 1.0586110353, propagate_forward_time: 50.8874511719, propagate_backward_time: 77.2037124634, weight_update_time: 0.1560796201, other_time: 3.1859817505
epoch time: 10.1375417709s, input_fired_time: 0.1513542831, output_fired_time: 0.0000000000, propagate_forward_time: 9.4253196716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5608682632
validation[          , genome  6942] predictions:    9713/  10000 (97.13%), best:    9786/10000 (97.86%), error:      1000.12628, best error:       741.38965 on epoch:    48, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 133.3538818359s, input_fired_time: 1.2192994356, output_fired_time: 1.0501092672, propagate_forward_time: 51.9424934387, propagate_backward_time: 75.9438934326, weight_update_time: 0.1568732858, other_time: 3.1980895996
epoch time: 11.4656381607s, input_fired_time: 0.1572958678, output_fired_time: 0.0000000000, propagate_forward_time: 10.7452888489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5630531311
validation[          , genome  6942] predictions:    9707/  10000 (97.07%), best:    9786/10000 (97.86%), error:       958.56708, best error:       741.38965 on epoch:    48, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 132.0075988770s, input_fired_time: 1.2130894661, output_fired_time: 1.0517947674, propagate_forward_time: 50.6745147705, propagate_backward_time: 75.8997726440, weight_update_time: 0.1559184045, other_time: 3.1684341431
epoch time: 11.6163339615s, input_fired_time: 0.1594788879, output_fired_time: 0.0000000000, propagate_forward_time: 10.8912191391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5656356812
validation[          , genome  6942] predictions:    9772/  10000 (97.72%), best:    9786/10000 (97.86%), error:       759.04327, best error:       741.38965 on epoch:    48, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 132.6277160645s, input_fired_time: 1.2154098749, output_fired_time: 1.0589019060, propagate_forward_time: 48.9163742065, propagate_backward_time: 78.2062835693, weight_update_time: 0.1559076458, other_time: 3.2307510376
epoch time: 11.2341794968s, input_fired_time: 0.1553328037, output_fired_time: 0.0000000000, propagate_forward_time: 10.5041923523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5746545792
validation[          , genome  6942] predictions:    9749/  10000 (97.49%), best:    9786/10000 (97.86%), error:       839.39783, best error:       741.38965 on epoch:    48, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 133.4940643311s, input_fired_time: 1.2210347652, output_fired_time: 1.0552470684, propagate_forward_time: 52.8287239075, propagate_backward_time: 75.1847152710, weight_update_time: 0.1569081843, other_time: 3.2043380737
epoch time: 10.2243375778s, input_fired_time: 0.1558713764, output_fired_time: 0.0000000000, propagate_forward_time: 9.5125885010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5558776855
validation[          , genome  6942] predictions:    9763/  10000 (97.63%), best:    9786/10000 (97.86%), error:       778.67786, best error:       741.38965 on epoch:    48, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 136.7463378906s, input_fired_time: 1.2456008196, output_fired_time: 1.1056550741, propagate_forward_time: 52.0019989014, propagate_backward_time: 79.1093597412, weight_update_time: 0.1632986218, other_time: 3.2837219238
epoch time: 10.6714229584s, input_fired_time: 0.1592971832, output_fired_time: 0.0000000000, propagate_forward_time: 9.9437303543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5683956146
validation[          , genome  6942] predictions:    9765/  10000 (97.65%), best:    9786/10000 (97.86%), error:       812.97192, best error:       741.38965 on epoch:    48, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 132.6724090576s, input_fired_time: 2.2323975563, output_fired_time: 1.0571367741, propagate_forward_time: 48.8567047119, propagate_backward_time: 77.3612365723, weight_update_time: 0.1567926854, other_time: 3.1649322510
epoch time: 11.3407831192s, input_fired_time: 0.1569704413, output_fired_time: 0.0000000000, propagate_forward_time: 10.6057062149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5781068802
validation[          , genome  6942] predictions:    9746/  10000 (97.46%), best:    9786/10000 (97.86%), error:       820.64111, best error:       741.38965 on epoch:    48, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 136.5905914307s, input_fired_time: 1.2569559813, output_fired_time: 1.0915110111, propagate_forward_time: 54.8882141113, propagate_backward_time: 76.0265350342, weight_update_time: 0.1577989608, other_time: 3.3273773193
epoch time: 10.1188802719s, input_fired_time: 0.1530823559, output_fired_time: 0.0000000000, propagate_forward_time: 9.3942050934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5715932846
validation[          , genome  6942] predictions:    9767/  10000 (97.67%), best:    9786/10000 (97.86%), error:       791.93103, best error:       741.38965 on epoch:    48, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 140.6842651367s, input_fired_time: 1.2697987556, output_fired_time: 1.1496587992, propagate_forward_time: 53.2561683655, propagate_backward_time: 81.6472396851, weight_update_time: 0.1669543982, other_time: 3.3613967896
epoch time: 10.9646120071s, input_fired_time: 0.1497763097, output_fired_time: 0.0000000000, propagate_forward_time: 10.2476243973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5672111511
validation[          , genome  6942] predictions:    9734/  10000 (97.34%), best:    9786/10000 (97.86%), error:       861.46826, best error:       741.38965 on epoch:    48, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 131.1723175049s, input_fired_time: 1.2121120691, output_fired_time: 1.0530899763, propagate_forward_time: 48.3428039551, propagate_backward_time: 77.3108062744, weight_update_time: 0.1564564854, other_time: 3.2535095215
epoch time: 11.5197687149s, input_fired_time: 0.1611507386, output_fired_time: 0.0000000000, propagate_forward_time: 10.7414760590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6171417236
validation[          , genome  6942] predictions:    9748/  10000 (97.48%), best:    9786/10000 (97.86%), error:       848.60803, best error:       741.38965 on epoch:    48, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 132.1771392822s, input_fired_time: 1.2170133591, output_fired_time: 1.0489013195, propagate_forward_time: 50.3340835571, propagate_backward_time: 75.4415969849, weight_update_time: 0.1575239003, other_time: 4.1355438232
epoch time: 9.9829387665s, input_fired_time: 0.1518248916, output_fired_time: 0.0000000000, propagate_forward_time: 9.2353420258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5957717896
validation[          , genome  6942] predictions:    9764/  10000 (97.64%), best:    9786/10000 (97.86%), error:       792.05109, best error:       741.38965 on epoch:    48, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 132.7076873779s, input_fired_time: 1.2154766321, output_fired_time: 1.0526055098, propagate_forward_time: 49.5720558167, propagate_backward_time: 77.6669692993, weight_update_time: 0.1557718813, other_time: 3.2005844116
epoch time: 10.1158771515s, input_fired_time: 0.1549897045, output_fired_time: 0.0000000000, propagate_forward_time: 9.3708925247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5899953842
validation[          , genome  6942] predictions:    9735/  10000 (97.35%), best:    9786/10000 (97.86%), error:       866.62213, best error:       741.38965 on epoch:    48, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 133.1016540527s, input_fired_time: 1.2253600359, output_fired_time: 1.0606307983, propagate_forward_time: 48.5966110229, propagate_backward_time: 78.9089431763, weight_update_time: 0.1578748077, other_time: 3.3101196289
epoch time: 10.1784973145s, input_fired_time: 0.1531018615, output_fired_time: 0.0000000000, propagate_forward_time: 9.4682197571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5571756363
validation[          , genome  6942] predictions:    9744/  10000 (97.44%), best:    9786/10000 (97.86%), error:       800.17126, best error:       741.38965 on epoch:    48, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 132.8518524170s, input_fired_time: 1.2247631550, output_fired_time: 1.0547491312, propagate_forward_time: 50.5712776184, propagate_backward_time: 76.7112350464, weight_update_time: 0.1580409706, other_time: 3.2898330688
epoch time: 11.2714920044s, input_fired_time: 0.1573609114, output_fired_time: 0.0000000000, propagate_forward_time: 10.5387344360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5753965378
validation[          , genome  6942] predictions:    9739/  10000 (97.39%), best:    9786/10000 (97.86%), error:       891.62988, best error:       741.38965 on epoch:    48, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 134.9024810791s, input_fired_time: 1.2616231441, output_fired_time: 1.0795835257, propagate_forward_time: 50.6643714905, propagate_backward_time: 78.5976562500, weight_update_time: 0.1584402323, other_time: 3.2992401123
epoch time: 11.3220434189s, input_fired_time: 0.1573432982, output_fired_time: 0.0000000000, propagate_forward_time: 10.5743713379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5903291702
validation[          , genome  6942] predictions:    9759/  10000 (97.59%), best:    9786/10000 (97.86%), error:       789.75970, best error:       741.38965 on epoch:    48, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 134.7126770020s, input_fired_time: 1.2404346466, output_fired_time: 1.2914190292, propagate_forward_time: 50.5372848511, propagate_backward_time: 78.3255462646, weight_update_time: 0.1592968553, other_time: 3.3180007935
epoch time: 10.9226255417s, input_fired_time: 0.1586075574, output_fired_time: 0.0000000000, propagate_forward_time: 10.1184215546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6455965042
validation[          , genome  6942] predictions:    9769/  10000 (97.69%), best:    9786/10000 (97.86%), error:       797.92706, best error:       741.38965 on epoch:    48, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 137.9299621582s, input_fired_time: 1.2811067104, output_fired_time: 1.1122429371, propagate_forward_time: 51.6531867981, propagate_backward_time: 80.5653610229, weight_update_time: 0.1690071076, other_time: 3.3180618286
epoch time: 12.6673908234s, input_fired_time: 0.1762446910, output_fired_time: 0.0000000000, propagate_forward_time: 10.9102344513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5809116364
validation[          , genome  6942] predictions:    9746/  10000 (97.46%), best:    9786/10000 (97.86%), error:       874.98578, best error:       741.38965 on epoch:    48, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 138.7799835205s, input_fired_time: 1.2786571980, output_fired_time: 1.1063852310, propagate_forward_time: 53.9190979004, propagate_backward_time: 79.0707244873, weight_update_time: 0.1657418609, other_time: 3.4051208496
epoch time: 12.3977937698s, input_fired_time: 0.1741388142, output_fired_time: 0.0000000000, propagate_forward_time: 11.5703105927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6533441544
validation[          , genome  6942] predictions:    9732/  10000 (97.32%), best:    9786/10000 (97.86%), error:       879.36682, best error:       741.38965 on epoch:    48, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 136.0058441162s, input_fired_time: 1.2695748806, output_fired_time: 1.0800229311, propagate_forward_time: 52.2035827637, propagate_backward_time: 78.1893997192, weight_update_time: 0.1576651037, other_time: 3.2632675171
epoch time: 11.2993907928s, input_fired_time: 0.1560907066, output_fired_time: 0.0000000000, propagate_forward_time: 10.5766716003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5666284561
validation[          , genome  6942] predictions:    9767/  10000 (97.67%), best:    9786/10000 (97.86%), error:       816.39771, best error:       741.38965 on epoch:    48, 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: 54.7540893555s, input_fired_time: 0.7812095881, output_fired_time: 0.0000000000, propagate_forward_time: 50.9093894958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0634918213
best training[          , genome  6942] predictions:   49433/  50000 (98.87%), best:    9786/10000 (97.86%), error:      2122.37524, best error:       741.38965 on epoch:    48, 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: 10.0544281006s, input_fired_time: 0.1533545256, output_fired_time: 0.0000000000, propagate_forward_time: 9.2856006622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6154727936
   testing[          , genome  6942] predictions:    9795/  10000 (97.95%), best:    9786/10000 (97.86%), error:       661.89850, best error:       741.38965 on epoch:    48, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:42:33 (6972): called boinc_finish(0)

</stderr_txt>
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