Nameexact_genome_1512568488_43_7132_0
Workunit2606958
Created8 Dec 2017, 0:03:03 UTC
Sent8 Dec 2017, 0:10:54 UTC
Report deadline20 Dec 2017, 10:47:09 UTC
Received8 Dec 2017, 13:14:28 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67191
Run time4 hours 32 min 21 sec
CPU time4 hours 30 min 59 sec
Validate stateValid
Credit3,110.46
Device peak FLOPS3.91 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.44 MB
Peak swap size160.36 MB
Peak disk usage2.32 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000 (97.35%), best:    9735/10000 (97.35%), error:       867.18726, best error:       867.18726 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 148.3914794922s, input_fired_time: 1.4609149694, output_fired_time: 1.3464632034, propagate_forward_time: 58.1364479065, propagate_backward_time: 85.3007659912, weight_update_time: 0.1287688762, other_time: 2.1468811035
epoch time: 12.2831630707s, input_fired_time: 0.1748272777, output_fired_time: 0.0000000000, propagate_forward_time: 11.7195777893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887577057
validation[          , genome  7132] predictions:    9724/  10000 (97.24%), best:    9735/10000 (97.35%), error:       910.11359, best error:       867.18726 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 149.2978973389s, input_fired_time: 1.4702767134, output_fired_time: 1.3562051058, propagate_forward_time: 58.5123977661, propagate_backward_time: 85.8228683472, weight_update_time: 0.1281462759, other_time: 2.1361541748
epoch time: 12.2768707275s, input_fired_time: 0.1741185635, output_fired_time: 0.0000000000, propagate_forward_time: 11.7007617950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4019899368
validation[          , genome  7132] predictions:    9731/  10000 (97.31%), best:    9735/10000 (97.35%), error:       941.16400, best error:       867.18726 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 148.4598388672s, input_fired_time: 1.4618847370, output_fired_time: 1.3482584953, propagate_forward_time: 58.1170120239, propagate_backward_time: 85.3819427490, weight_update_time: 0.1271767467, other_time: 2.1507492065
epoch time: 12.2765970230s, input_fired_time: 0.1745084226, output_fired_time: 0.0000000000, propagate_forward_time: 11.7100133896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920755386
validation[          , genome  7132] predictions:    9723/  10000 (97.23%), best:    9735/10000 (97.35%), error:       878.35632, best error:       867.18726 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 148.9693450928s, input_fired_time: 1.4676148891, output_fired_time: 1.3664734364, propagate_forward_time: 58.3593635559, propagate_backward_time: 85.6172790527, weight_update_time: 0.1281809658, other_time: 2.1586151123
epoch time: 12.2068824768s, input_fired_time: 0.1742000580, output_fired_time: 0.0000000000, propagate_forward_time: 11.6440076828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886747360
validation[          , genome  7132] predictions:    9613/  10000 (96.13%), best:    9735/10000 (97.35%), error:      1205.57019, best error:       867.18726 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 148.6253662109s, input_fired_time: 1.4600459337, output_fired_time: 1.3456114531, propagate_forward_time: 58.3422698975, propagate_backward_time: 85.2954483032, weight_update_time: 0.1274235100, other_time: 2.1819839478
epoch time: 12.1971693039s, input_fired_time: 0.1738350987, output_fired_time: 0.0000000000, propagate_forward_time: 11.6293725967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939619064
validation[          , genome  7132] predictions:    9740/  10000 (97.40%), best:    9735/10000 (97.35%), error:       869.96045, best error:       867.18726 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 149.0674285889s, input_fired_time: 1.4714184999, output_fired_time: 1.3623878956, propagate_forward_time: 58.3629188538, propagate_backward_time: 85.6388168335, weight_update_time: 0.1276338249, other_time: 2.2318954468
epoch time: 12.1922836304s, input_fired_time: 0.1777061820, output_fired_time: 0.0000000000, propagate_forward_time: 11.6137237549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4008541107
validation[          , genome  7132] predictions:    9716/  10000 (97.16%), best:    9735/10000 (97.35%), error:       924.24695, best error:       867.18726 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 149.1989135742s, input_fired_time: 1.4744087458, output_fired_time: 1.3521636724, propagate_forward_time: 58.3797531128, propagate_backward_time: 85.7748184204, weight_update_time: 0.1277028620, other_time: 2.2177734375
epoch time: 12.1626043320s, input_fired_time: 0.1748957187, output_fired_time: 0.0000000000, propagate_forward_time: 11.5931272507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3945817947
validation[          , genome  7132] predictions:    9696/  10000 (96.96%), best:    9735/10000 (97.35%), error:      1073.67139, best error:       867.18726 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 148.7320404053s, input_fired_time: 1.4780236483, output_fired_time: 1.3500005007, propagate_forward_time: 58.2575416565, propagate_backward_time: 85.4286651611, weight_update_time: 0.1276489198, other_time: 2.2178039551
epoch time: 12.2799081802s, input_fired_time: 0.1783755124, output_fired_time: 0.0000000000, propagate_forward_time: 11.7042446136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972883224
validation[          , genome  7132] predictions:    9712/  10000 (97.12%), best:    9735/10000 (97.35%), error:       934.04633, best error:       867.18726 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 148.9052124023s, input_fired_time: 1.4855837822, output_fired_time: 1.3456609249, propagate_forward_time: 58.2878532410, propagate_backward_time: 85.5411987305, weight_update_time: 0.1285338551, other_time: 2.2449188232
epoch time: 12.2272205353s, input_fired_time: 0.1749703735, output_fired_time: 0.0000000000, propagate_forward_time: 11.6469554901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4052944183
validation[          , genome  7132] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       834.86700, best error:       834.86700 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 149.1280517578s, input_fired_time: 1.4761015177, output_fired_time: 1.3495267630, propagate_forward_time: 58.4093780518, propagate_backward_time: 85.7064590454, weight_update_time: 0.1276369393, other_time: 2.1865768433
epoch time: 12.1657428741s, input_fired_time: 0.1751262844, output_fired_time: 0.0000000000, propagate_forward_time: 11.6697559357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208608627
validation[          , genome  7132] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       801.85687, best error:       801.85687 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 148.0873260498s, input_fired_time: 1.4698182344, output_fired_time: 1.3446193933, propagate_forward_time: 58.1817626953, propagate_backward_time: 85.2698211670, weight_update_time: 0.1274693906, other_time: 1.8213043213
epoch time: 12.1043176651s, input_fired_time: 0.1733488441, output_fired_time: 0.0000000000, propagate_forward_time: 11.6114406586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3195285797
validation[          , genome  7132] predictions:    9714/  10000 (97.14%), best:    9759/10000 (97.59%), error:       952.49164, best error:       801.85687 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 148.2400970459s, input_fired_time: 1.4729412794, output_fired_time: 1.3485512733, propagate_forward_time: 58.2540473938, propagate_backward_time: 85.3403320313, weight_update_time: 0.1270894855, other_time: 1.8242187500
epoch time: 12.1820545197s, input_fired_time: 0.1754431278, output_fired_time: 0.0000000000, propagate_forward_time: 11.6850690842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3215427399
validation[          , genome  7132] predictions:    9726/  10000 (97.26%), best:    9759/10000 (97.59%), error:       944.14429, best error:       801.85687 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 148.2301177979s, input_fired_time: 1.4663465023, output_fired_time: 1.3469927311, propagate_forward_time: 58.1501998901, propagate_backward_time: 85.4367752075, weight_update_time: 0.1271955222, other_time: 1.8298034668
epoch time: 12.2155914307s, input_fired_time: 0.1724047214, output_fired_time: 0.0000000000, propagate_forward_time: 11.7190904617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3240966797
validation[          , genome  7132] predictions:    9739/  10000 (97.39%), best:    9759/10000 (97.59%), error:       853.28424, best error:       801.85687 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 147.7006378174s, input_fired_time: 1.4663460255, output_fired_time: 1.3424369097, propagate_forward_time: 58.0069236755, propagate_backward_time: 85.0511856079, weight_update_time: 0.1280984133, other_time: 1.8337478638
epoch time: 11.7279844284s, input_fired_time: 0.1708422154, output_fired_time: 0.0000000000, propagate_forward_time: 11.2325181961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3246240616
validation[          , genome  7132] predictions:    9727/  10000 (97.27%), best:    9759/10000 (97.59%), error:       911.52155, best error:       801.85687 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 148.7721710205s, input_fired_time: 1.4808392525, output_fired_time: 1.3486753702, propagate_forward_time: 58.4258651733, propagate_backward_time: 85.6813507080, weight_update_time: 0.1279626936, other_time: 1.8354415894
epoch time: 12.2616014481s, input_fired_time: 0.1770683527, output_fired_time: 0.0000000000, propagate_forward_time: 11.7589235306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3256092072
validation[          , genome  7132] predictions:    9734/  10000 (97.34%), best:    9759/10000 (97.59%), error:       882.54626, best error:       801.85687 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 148.7508697510s, input_fired_time: 1.4745420218, output_fired_time: 1.3507329226, propagate_forward_time: 58.4060668945, propagate_backward_time: 85.6595230103, weight_update_time: 0.1271593422, other_time: 1.8599929810
epoch time: 12.1630239487s, input_fired_time: 0.1749014407, output_fired_time: 0.0000000000, propagate_forward_time: 11.6390600204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3490629196
validation[          , genome  7132] predictions:    9758/  10000 (97.58%), best:    9759/10000 (97.59%), error:       826.93842, best error:       801.85687 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 149.3951873779s, input_fired_time: 1.5095063448, output_fired_time: 1.3524934053, propagate_forward_time: 58.6411666870, propagate_backward_time: 85.9898147583, weight_update_time: 0.1271710098, other_time: 1.9022064209
epoch time: 12.1697578430s, input_fired_time: 0.1752402484, output_fired_time: 0.0000000000, propagate_forward_time: 11.6585483551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359689713
validation[          , genome  7132] predictions:    9695/  10000 (96.95%), best:    9759/10000 (97.59%), error:      1023.66193, best error:       801.85687 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 148.9753570557s, input_fired_time: 1.4775124788, output_fired_time: 1.3575459719, propagate_forward_time: 58.4320983887, propagate_backward_time: 85.8136291504, weight_update_time: 0.1280370504, other_time: 1.8945770264
epoch time: 12.2613687515s, input_fired_time: 0.1749624014, output_fired_time: 0.0000000000, propagate_forward_time: 11.7520809174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3343257904
validation[          , genome  7132] predictions:    9748/  10000 (97.48%), best:    9759/10000 (97.59%), error:       872.21527, best error:       801.85687 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 149.3944396973s, input_fired_time: 1.4824453592, output_fired_time: 1.3671215773, propagate_forward_time: 58.6913719177, propagate_backward_time: 85.9513244629, weight_update_time: 0.1273257434, other_time: 1.9021606445
epoch time: 12.1246986389s, input_fired_time: 0.1753101200, output_fired_time: 0.0000000000, propagate_forward_time: 11.6202468872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3291416168
validation[          , genome  7132] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       800.16595, best error:       800.16595 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 148.8825378418s, input_fired_time: 1.4777711630, output_fired_time: 1.3479551077, propagate_forward_time: 58.4472465515, propagate_backward_time: 85.7221374512, weight_update_time: 0.1278772056, other_time: 1.8874206543
epoch time: 12.1990804672s, input_fired_time: 0.1796098202, output_fired_time: 0.0000000000, propagate_forward_time: 11.6861476898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3333225250
validation[          , genome  7132] predictions:    9696/  10000 (96.96%), best:    9753/10000 (97.53%), error:       992.53503, best error:       800.16595 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 148.3011169434s, input_fired_time: 1.4769556522, output_fired_time: 1.3503115177, propagate_forward_time: 58.2267074585, propagate_backward_time: 85.3576736450, weight_update_time: 0.1271311343, other_time: 1.8894653320
epoch time: 12.1800193787s, input_fired_time: 0.1764609069, output_fired_time: 0.0000000000, propagate_forward_time: 11.6723012924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3312568665
validation[          , genome  7132] predictions:    9770/  10000 (97.70%), best:    9753/10000 (97.53%), error:       811.01074, best error:       800.16595 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 148.6627807617s, input_fired_time: 1.4751248360, output_fired_time: 1.3509186506, propagate_forward_time: 58.3496513367, propagate_backward_time: 85.5646514893, weight_update_time: 0.1271841377, other_time: 1.9224243164
epoch time: 12.1990489960s, input_fired_time: 0.1785613447, output_fired_time: 0.0000000000, propagate_forward_time: 11.6817874908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3387002945
validation[          , genome  7132] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       775.08966, best error:       775.08966 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 148.9464416504s, input_fired_time: 1.4802824259, output_fired_time: 1.3516627550, propagate_forward_time: 58.4633674622, propagate_backward_time: 85.7097549438, weight_update_time: 0.1400089413, other_time: 1.9413681030
epoch time: 12.2991209030s, input_fired_time: 0.1762000173, output_fired_time: 0.0000000000, propagate_forward_time: 11.7757711411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471498489
validation[          , genome  7132] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       817.12756, best error:       775.08966 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 148.5443115234s, input_fired_time: 1.4749466181, output_fired_time: 1.3522162437, propagate_forward_time: 58.3066253662, propagate_backward_time: 85.4940261841, weight_update_time: 0.1277125031, other_time: 1.9164962769
epoch time: 12.1812095642s, input_fired_time: 0.1764978468, output_fired_time: 0.0000000000, propagate_forward_time: 11.6649894714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3397226334
validation[          , genome  7132] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       754.15802, best error:       754.15802 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 148.4574127197s, input_fired_time: 1.4751423597, output_fired_time: 1.3509463072, propagate_forward_time: 58.3169250488, propagate_backward_time: 85.3978576660, weight_update_time: 0.1278148144, other_time: 1.9165344238
epoch time: 12.2042484283s, input_fired_time: 0.1752826869, output_fired_time: 0.0000000000, propagate_forward_time: 11.6850194931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3439464569
validation[          , genome  7132] predictions:    9682/  10000 (96.82%), best:    9764/10000 (97.64%), error:      1028.55176, best error:       754.15802 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 148.6081085205s, input_fired_time: 1.4746991396, output_fired_time: 1.3454276323, propagate_forward_time: 58.3556823730, propagate_backward_time: 85.5137100220, weight_update_time: 0.1273391396, other_time: 1.9185867310
epoch time: 12.2068042755s, input_fired_time: 0.1757977009, output_fired_time: 0.0000000000, propagate_forward_time: 11.6887893677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3422174454
validation[          , genome  7132] predictions:    9709/  10000 (97.09%), best:    9764/10000 (97.64%), error:       929.12714, best error:       754.15802 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 149.0894317627s, input_fired_time: 1.4865268469, output_fired_time: 1.3591257334, propagate_forward_time: 58.4775085449, propagate_backward_time: 85.8280105591, weight_update_time: 0.1270686686, other_time: 1.9382553101
epoch time: 12.2031660080s, input_fired_time: 0.1779169887, output_fired_time: 0.0000000000, propagate_forward_time: 11.6804294586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448200226
validation[          , genome  7132] predictions:    9748/  10000 (97.48%), best:    9764/10000 (97.64%), error:       857.99554, best error:       754.15802 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 148.7654113770s, input_fired_time: 1.5219449997, output_fired_time: 1.3481576443, propagate_forward_time: 58.3678703308, propagate_backward_time: 85.6020431519, weight_update_time: 0.1271040738, other_time: 1.9253921509
epoch time: 12.1642150879s, input_fired_time: 0.1740094125, output_fired_time: 0.0000000000, propagate_forward_time: 11.6517171860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3384885788
validation[          , genome  7132] predictions:    9760/  10000 (97.60%), best:    9764/10000 (97.64%), error:       789.71143, best error:       754.15802 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 148.9151611328s, input_fired_time: 1.4749239683, output_fired_time: 1.3509496450, propagate_forward_time: 58.4296607971, propagate_backward_time: 85.7251739502, weight_update_time: 0.1272191852, other_time: 1.9344482422
epoch time: 12.2246837616s, input_fired_time: 0.1767945588, output_fired_time: 0.0000000000, propagate_forward_time: 11.7024393082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3454494476
validation[          , genome  7132] predictions:    9765/  10000 (97.65%), best:    9764/10000 (97.64%), error:       763.08801, best error:       754.15802 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 148.8396301270s, input_fired_time: 1.4766799212, output_fired_time: 1.3578965664, propagate_forward_time: 58.4417800903, propagate_backward_time: 85.6253128052, weight_update_time: 0.1277178973, other_time: 1.9379577637
epoch time: 12.1269178391s, input_fired_time: 0.1754294485, output_fired_time: 0.0000000000, propagate_forward_time: 11.6094045639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420839310
validation[          , genome  7132] predictions:    9762/  10000 (97.62%), best:    9764/10000 (97.64%), error:       849.31189, best error:       754.15802 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 148.2071228027s, input_fired_time: 1.4728839397, output_fired_time: 1.3453459740, propagate_forward_time: 58.2186660767, propagate_backward_time: 85.2278594971, weight_update_time: 0.1276312768, other_time: 1.9423599243
epoch time: 12.1307802200s, input_fired_time: 0.1755727828, output_fired_time: 0.0000000000, propagate_forward_time: 11.6155815125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3396263123
validation[          , genome  7132] predictions:    9738/  10000 (97.38%), best:    9764/10000 (97.64%), error:       819.94226, best error:       754.15802 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 148.8430786133s, input_fired_time: 1.4784063101, output_fired_time: 1.3499387503, propagate_forward_time: 58.3907432556, propagate_backward_time: 85.6749038696, weight_update_time: 0.1272932738, other_time: 1.9490737915
epoch time: 12.1620826721s, input_fired_time: 0.1757084578, output_fired_time: 0.0000000000, propagate_forward_time: 11.6452512741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3411226273
validation[          , genome  7132] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       744.92389, best error:       744.92389 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 148.9293518066s, input_fired_time: 1.4859249592, output_fired_time: 1.3531531096, propagate_forward_time: 58.5429916382, propagate_backward_time: 85.6990737915, weight_update_time: 0.1272317171, other_time: 1.8482055664
epoch time: 12.2560968399s, input_fired_time: 0.1766896546, output_fired_time: 0.0000000000, propagate_forward_time: 11.7624158859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3169908524
validation[          , genome  7132] predictions:    9757/  10000 (97.57%), best:    9774/10000 (97.74%), error:       815.65668, best error:       744.92389 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 148.6634674072s, input_fired_time: 1.4834451675, output_fired_time: 1.3536690474, propagate_forward_time: 58.3774223328, propagate_backward_time: 85.6378250122, weight_update_time: 0.1275343597, other_time: 1.8111038208
epoch time: 12.1680603027s, input_fired_time: 0.1765488386, output_fired_time: 0.0000000000, propagate_forward_time: 11.6741552353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3173561096
validation[          , genome  7132] predictions:    9775/  10000 (97.75%), best:    9774/10000 (97.74%), error:       781.45697, best error:       744.92389 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 148.4466400146s, input_fired_time: 1.4753553867, output_fired_time: 1.3650535345, propagate_forward_time: 58.2958831787, propagate_backward_time: 85.5097274780, weight_update_time: 0.1273710430, other_time: 1.8006210327
epoch time: 12.1799497604s, input_fired_time: 0.1773730516, output_fired_time: 0.0000000000, propagate_forward_time: 11.6879978180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3145790100
validation[          , genome  7132] predictions:    9759/  10000 (97.59%), best:    9774/10000 (97.74%), error:       820.71710, best error:       744.92389 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 148.2094268799s, input_fired_time: 1.4791499376, output_fired_time: 1.3435883522, propagate_forward_time: 58.2200012207, propagate_backward_time: 85.3658905029, weight_update_time: 0.1277763247, other_time: 1.8007965088
epoch time: 12.0973730087s, input_fired_time: 0.1749312133, output_fired_time: 0.0000000000, propagate_forward_time: 11.6077089310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3147325516
validation[          , genome  7132] predictions:    9764/  10000 (97.64%), best:    9774/10000 (97.74%), error:       752.29358, best error:       744.92389 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 148.3708801270s, input_fired_time: 1.4777619839, output_fired_time: 1.3448328972, propagate_forward_time: 58.2613677979, propagate_backward_time: 85.4878768921, weight_update_time: 0.1273887604, other_time: 1.7990341187
epoch time: 12.0863418579s, input_fired_time: 0.1780886203, output_fired_time: 0.0000000000, propagate_forward_time: 11.5951633453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3130903244
validation[          , genome  7132] predictions:    9727/  10000 (97.27%), best:    9774/10000 (97.74%), error:       862.32159, best error:       744.92389 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 149.0497741699s, input_fired_time: 1.4851634502, output_fired_time: 1.3529417515, propagate_forward_time: 58.5154800415, propagate_backward_time: 85.8876113892, weight_update_time: 0.1270535886, other_time: 1.8085784912
epoch time: 12.2046556473s, input_fired_time: 0.1772852391, output_fired_time: 0.0000000000, propagate_forward_time: 11.6863517761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410186768
validation[          , genome  7132] predictions:    9750/  10000 (97.50%), best:    9774/10000 (97.74%), error:       822.00928, best error:       744.92389 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 148.5178527832s, input_fired_time: 1.4953899384, output_fired_time: 1.3501389027, propagate_forward_time: 58.2556953430, propagate_backward_time: 85.4934082031, weight_update_time: 0.1274590939, other_time: 1.9232177734
epoch time: 12.1275205612s, input_fired_time: 0.1767497212, output_fired_time: 0.0000000000, propagate_forward_time: 11.6092920303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3414783478
validation[          , genome  7132] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       736.28333, best error:       736.28333 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 148.5315246582s, input_fired_time: 1.4807566404, output_fired_time: 1.3468065262, propagate_forward_time: 58.2901382446, propagate_backward_time: 85.4912033081, weight_update_time: 0.1283416897, other_time: 1.9226226807
epoch time: 12.2379779816s, input_fired_time: 0.1777047217, output_fired_time: 0.0000000000, propagate_forward_time: 11.7185831070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3416900635
validation[          , genome  7132] predictions:    9744/  10000 (97.44%), best:    9790/10000 (97.90%), error:       851.44885, best error:       736.28333 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 149.1762695313s, input_fired_time: 1.4946494102, output_fired_time: 1.3506089449, propagate_forward_time: 58.5260009766, propagate_backward_time: 85.8604583740, weight_update_time: 0.1275999099, other_time: 1.9445495605
epoch time: 12.1973400116s, input_fired_time: 0.1776346415, output_fired_time: 0.0000000000, propagate_forward_time: 11.6794357300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402700424
validation[          , genome  7132] predictions:    9788/  10000 (97.88%), best:    9790/10000 (97.90%), error:       743.17572, best error:       736.28333 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 148.5018768311s, input_fired_time: 1.4847189188, output_fired_time: 1.3460862637, propagate_forward_time: 58.2803878784, propagate_backward_time: 85.4688262939, weight_update_time: 0.1270932406, other_time: 1.9218521118
epoch time: 12.1059103012s, input_fired_time: 0.1784884781, output_fired_time: 0.0000000000, propagate_forward_time: 11.5857534409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3416681290
validation[          , genome  7132] predictions:    9748/  10000 (97.48%), best:    9790/10000 (97.90%), error:       816.39435, best error:       736.28333 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 148.1163787842s, input_fired_time: 1.4826692343, output_fired_time: 1.3436032534, propagate_forward_time: 58.1198234558, propagate_backward_time: 85.2515563965, weight_update_time: 0.1277307123, other_time: 1.9187316895
epoch time: 12.1733455658s, input_fired_time: 0.1768455058, output_fired_time: 0.0000000000, propagate_forward_time: 11.6548194885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3416805267
validation[          , genome  7132] predictions:    9752/  10000 (97.52%), best:    9790/10000 (97.90%), error:       840.51135, best error:       736.28333 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 148.3843383789s, input_fired_time: 1.4788128138, output_fired_time: 1.3450509310, propagate_forward_time: 58.1684265137, propagate_backward_time: 85.4352798462, weight_update_time: 0.1273411512, other_time: 1.9567794800
epoch time: 12.2503318787s, input_fired_time: 0.1768973917, output_fired_time: 0.0000000000, propagate_forward_time: 11.7204284668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530063629
validation[          , genome  7132] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       720.77625, best error:       720.77625 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 148.7984313965s, input_fired_time: 1.4836614132, output_fired_time: 1.3505041599, propagate_forward_time: 58.4013557434, propagate_backward_time: 85.5905838013, weight_update_time: 0.1272040904, other_time: 1.9723281860
epoch time: 12.1547212601s, input_fired_time: 0.1755462885, output_fired_time: 0.0000000000, propagate_forward_time: 11.6270723343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521022797
validation[          , genome  7132] predictions:    9749/  10000 (97.49%), best:    9787/10000 (97.87%), error:       863.02856, best error:       720.77625 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 148.2312011719s, input_fired_time: 1.4790288210, output_fired_time: 1.3433347940, propagate_forward_time: 58.1349868774, propagate_backward_time: 85.2774124146, weight_update_time: 0.1274388880, other_time: 1.9964294434
epoch time: 12.2230339050s, input_fired_time: 0.1779520661, output_fired_time: 0.0000000000, propagate_forward_time: 11.6904172897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3546648026
validation[          , genome  7132] predictions:    9760/  10000 (97.60%), best:    9787/10000 (97.87%), error:       778.33569, best error:       720.77625 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 148.5497436523s, input_fired_time: 1.4895019531, output_fired_time: 1.3488247395, propagate_forward_time: 58.2591590881, propagate_backward_time: 85.4730682373, weight_update_time: 0.1275577992, other_time: 1.9791870117
epoch time: 12.2304449081s, input_fired_time: 0.1775970012, output_fired_time: 0.0000000000, propagate_forward_time: 11.6999769211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528709412
validation[          , genome  7132] predictions:    9748/  10000 (97.48%), best:    9787/10000 (97.87%), error:       860.16510, best error:       720.77625 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 149.4227600098s, input_fired_time: 1.4961118698, output_fired_time: 1.3575429916, propagate_forward_time: 58.5082664490, propagate_backward_time: 86.0467071533, weight_update_time: 0.1272593141, other_time: 2.0141296387
epoch time: 12.2251882553s, input_fired_time: 0.1786650717, output_fired_time: 0.0000000000, propagate_forward_time: 11.6960916519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504314423
validation[          , genome  7132] predictions:    9715/  10000 (97.15%), best:    9787/10000 (97.87%), error:       914.24896, best error:       720.77625 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 149.3572235107s, input_fired_time: 1.4976292849, output_fired_time: 1.3556865454, propagate_forward_time: 58.5268211365, propagate_backward_time: 85.9738235474, weight_update_time: 0.1274830699, other_time: 2.0032577515
epoch time: 12.2529592514s, input_fired_time: 0.1791332960, output_fired_time: 0.0000000000, propagate_forward_time: 11.7194557190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543701172
validation[          , genome  7132] predictions:    9720/  10000 (97.20%), best:    9787/10000 (97.87%), error:       897.30353, best error:       720.77625 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 149.3161926270s, input_fired_time: 1.5240670443, output_fired_time: 1.3663923740, propagate_forward_time: 58.6514549255, propagate_backward_time: 85.8289794922, weight_update_time: 0.1269205660, other_time: 1.9452972412
epoch time: 12.1845512390s, input_fired_time: 0.1755679548, output_fired_time: 0.0000000000, propagate_forward_time: 11.6670951843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3418884277
validation[          , genome  7132] predictions:    9745/  10000 (97.45%), best:    9787/10000 (97.87%), error:       847.58203, best error:       720.77625 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 148.4087677002s, input_fired_time: 1.4890559912, output_fired_time: 1.3490829468, propagate_forward_time: 58.2333984375, propagate_backward_time: 85.4224700928, weight_update_time: 0.1276554912, other_time: 1.9147491455
epoch time: 12.1649971008s, input_fired_time: 0.1773955077, output_fired_time: 0.0000000000, propagate_forward_time: 11.6508865356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3367147446
validation[          , genome  7132] predictions:    9755/  10000 (97.55%), best:    9787/10000 (97.87%), error:       784.61810, best error:       720.77625 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 149.0937042236s, input_fired_time: 1.4884569645, output_fired_time: 1.3467190266, propagate_forward_time: 58.4375801086, propagate_backward_time: 85.8966674805, weight_update_time: 0.1288224012, other_time: 1.9242706299
epoch time: 12.2601795197s, input_fired_time: 0.1794869751, output_fired_time: 0.0000000000, propagate_forward_time: 11.7242250443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3564672470
validation[          , genome  7132] predictions:    9758/  10000 (97.58%), best:    9787/10000 (97.87%), error:       852.06628, best error:       720.77625 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 148.8679962158s, input_fired_time: 1.4873794317, output_fired_time: 1.3518551588, propagate_forward_time: 58.3928108215, propagate_backward_time: 85.7202987671, weight_update_time: 0.1272804588, other_time: 1.9156570435
epoch time: 12.1921062469s, input_fired_time: 0.1780959964, output_fired_time: 0.0000000000, propagate_forward_time: 11.6796083450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3344020844
validation[          , genome  7132] predictions:    9733/  10000 (97.33%), best:    9787/10000 (97.87%), error:       970.68195, best error:       720.77625 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 148.8375244141s, input_fired_time: 1.4881384373, output_fired_time: 1.3519034386, propagate_forward_time: 58.4139480591, propagate_backward_time: 85.6682968140, weight_update_time: 0.1273565739, other_time: 1.9152374268
epoch time: 12.2021093369s, input_fired_time: 0.1788021922, output_fired_time: 0.0000000000, propagate_forward_time: 11.6872282028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3360786438
validation[          , genome  7132] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       696.42413, best error:       696.42413 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 149.3760986328s, input_fired_time: 1.4888736010, output_fired_time: 1.3539062738, propagate_forward_time: 58.6896133423, propagate_backward_time: 85.9266662598, weight_update_time: 0.1274568588, other_time: 1.9170303345
epoch time: 12.1442899704s, input_fired_time: 0.1773362160, output_fired_time: 0.0000000000, propagate_forward_time: 11.6323575974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3345956802
validation[          , genome  7132] predictions:    9784/  10000 (97.84%), best:    9792/10000 (97.92%), error:       793.10168, best error:       696.42413 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 149.0906982422s, input_fired_time: 1.4928179979, output_fired_time: 1.3532743454, propagate_forward_time: 58.5451583862, propagate_backward_time: 85.7859649658, weight_update_time: 0.1282909960, other_time: 1.9134902954
epoch time: 12.2988767624s, input_fired_time: 0.1811205298, output_fired_time: 0.0000000000, propagate_forward_time: 11.7785005569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3392553329
validation[          , genome  7132] predictions:    9772/  10000 (97.72%), best:    9792/10000 (97.92%), error:       773.49646, best error:       696.42413 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 148.5408935547s, input_fired_time: 1.4916095734, output_fired_time: 1.3483988047, propagate_forward_time: 58.2615089417, propagate_backward_time: 85.5356216431, weight_update_time: 0.1273961216, other_time: 1.9037551880
epoch time: 12.2398548126s, input_fired_time: 0.1814237237, output_fired_time: 0.0000000000, propagate_forward_time: 11.7178239822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406066895
validation[          , genome  7132] predictions:    9772/  10000 (97.72%), best:    9792/10000 (97.92%), error:       783.12891, best error:       696.42413 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 148.9217834473s, input_fired_time: 1.4939912558, output_fired_time: 1.3507883549, propagate_forward_time: 58.4259376526, propagate_backward_time: 85.7476959229, weight_update_time: 0.1279621571, other_time: 1.9033813477
epoch time: 12.2692756653s, input_fired_time: 0.1780270189, output_fired_time: 0.0000000000, propagate_forward_time: 11.7556571960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3355913162
validation[          , genome  7132] predictions:    9732/  10000 (97.32%), best:    9792/10000 (97.92%), error:       851.14990, best error:       696.42413 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 148.9660491943s, input_fired_time: 1.4943559170, output_fired_time: 1.3484861851, propagate_forward_time: 58.4505996704, propagate_backward_time: 85.7779464722, weight_update_time: 0.1277424097, other_time: 1.8946685791
epoch time: 12.1837043762s, input_fired_time: 0.1789440960, output_fired_time: 0.0000000000, propagate_forward_time: 11.6665439606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3382167816
validation[          , genome  7132] predictions:    9740/  10000 (97.40%), best:    9792/10000 (97.92%), error:       834.71741, best error:       696.42413 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 148.4561157227s, input_fired_time: 1.4874562025, output_fired_time: 1.3489879370, propagate_forward_time: 58.2525215149, propagate_backward_time: 85.4587860107, weight_update_time: 0.1272633672, other_time: 1.9083709717
epoch time: 12.2718095779s, input_fired_time: 0.1793373972, output_fired_time: 0.0000000000, propagate_forward_time: 11.7571353912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353366852
validation[          , genome  7132] predictions:    9771/  10000 (97.71%), best:    9792/10000 (97.92%), error:       766.89587, best error:       696.42413 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 148.4005889893s, input_fired_time: 1.4917813540, output_fired_time: 1.3480176926, propagate_forward_time: 58.1786537170, propagate_backward_time: 85.5006103516, weight_update_time: 0.1280986518, other_time: 1.8815307617
epoch time: 12.2079658508s, input_fired_time: 0.1800335944, output_fired_time: 0.0000000000, propagate_forward_time: 11.6980514526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3298807144
validation[          , genome  7132] predictions:    9772/  10000 (97.72%), best:    9792/10000 (97.92%), error:       802.15308, best error:       696.42413 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 148.9040527344s, input_fired_time: 1.4954290390, output_fired_time: 1.3526394367, propagate_forward_time: 58.4228630066, propagate_backward_time: 85.7568664551, weight_update_time: 0.1280256808, other_time: 1.8762512207
epoch time: 12.1755027771s, input_fired_time: 0.1793513149, output_fired_time: 0.0000000000, propagate_forward_time: 11.6640138626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321380615
validation[          , genome  7132] predictions:    9755/  10000 (97.55%), best:    9792/10000 (97.92%), error:       798.39142, best error:       696.42413 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 149.2434082031s, input_fired_time: 1.5069859028, output_fired_time: 1.3557512760, propagate_forward_time: 58.5366096497, propagate_backward_time: 85.9371414185, weight_update_time: 0.1288000196, other_time: 1.9069137573
epoch time: 12.2738180161s, input_fired_time: 0.1813800931, output_fired_time: 0.0000000000, propagate_forward_time: 11.7629375458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3295001984
validation[          , genome  7132] predictions:    9789/  10000 (97.89%), best:    9792/10000 (97.92%), error:       724.01990, best error:       696.42413 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 148.6780090332s, input_fired_time: 1.4890526533, output_fired_time: 1.3549979925, propagate_forward_time: 58.3403205872, propagate_backward_time: 85.6277084351, weight_update_time: 0.1266905665, other_time: 1.8659286499
epoch time: 12.2600955963s, input_fired_time: 0.1789466739, output_fired_time: 0.0000000000, propagate_forward_time: 11.7504701614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3306789398
validation[          , genome  7132] predictions:    9768/  10000 (97.68%), best:    9792/10000 (97.92%), error:       754.47528, best error:       696.42413 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 148.8653717041s, input_fired_time: 1.4999965429, output_fired_time: 1.3506072760, propagate_forward_time: 58.3946037292, propagate_backward_time: 85.7429428101, weight_update_time: 0.1275007427, other_time: 1.8772201538
epoch time: 12.1859121323s, input_fired_time: 0.1802458763, output_fired_time: 0.0000000000, propagate_forward_time: 11.6766424179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3290243149
validation[          , genome  7132] predictions:    9795/  10000 (97.95%), best:    9792/10000 (97.92%), error:       702.96405, best error:       696.42413 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 149.2535247803s, input_fired_time: 1.4965530634, output_fired_time: 1.3514053822, propagate_forward_time: 58.5359306335, propagate_backward_time: 85.9974594116, weight_update_time: 0.1281693131, other_time: 1.8721694946
epoch time: 12.2296371460s, input_fired_time: 0.1812751442, output_fired_time: 0.0000000000, propagate_forward_time: 11.7083234787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3400382996
validation[          , genome  7132] predictions:    9777/  10000 (97.77%), best:    9792/10000 (97.92%), error:       742.67188, best error:       696.42413 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 148.8082427979s, input_fired_time: 1.4935160875, output_fired_time: 1.3498466015, propagate_forward_time: 58.3822860718, propagate_backward_time: 85.6895294189, weight_update_time: 0.1270236671, other_time: 1.8930587769
epoch time: 12.1566486359s, input_fired_time: 0.1814439148, output_fired_time: 0.0000000000, propagate_forward_time: 11.6321325302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3430719376
validation[          , genome  7132] predictions:    9783/  10000 (97.83%), best:    9792/10000 (97.92%), error:       719.23450, best error:       696.42413 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 149.1898040771s, input_fired_time: 1.5067155361, output_fired_time: 1.3537360430, propagate_forward_time: 58.5885314941, propagate_backward_time: 85.8359603882, weight_update_time: 0.1278247386, other_time: 1.9048690796
epoch time: 12.2554340363s, input_fired_time: 0.1800008416, output_fired_time: 0.0000000000, propagate_forward_time: 11.7416572571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3337755203
validation[          , genome  7132] predictions:    9764/  10000 (97.64%), best:    9792/10000 (97.92%), error:       799.96881, best error:       696.42413 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 148.7699279785s, input_fired_time: 1.4950476885, output_fired_time: 1.3524695635, propagate_forward_time: 58.4194335938, propagate_backward_time: 85.6003875732, weight_update_time: 0.1269846261, other_time: 1.9026031494
epoch time: 12.2431468964s, input_fired_time: 0.1811954528, output_fired_time: 0.0000000000, propagate_forward_time: 11.7292480469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3327035904
validation[          , genome  7132] predictions:    9748/  10000 (97.48%), best:    9792/10000 (97.92%), error:       774.02429, best error:       696.42413 on epoch:    68, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 148.8993225098s, input_fired_time: 1.4980516434, output_fired_time: 1.3486424685, propagate_forward_time: 58.3996963501, propagate_backward_time: 85.7420501709, weight_update_time: 0.1297799647, other_time: 1.9108810425
epoch time: 12.2986593246s, input_fired_time: 0.1801701486, output_fired_time: 0.0000000000, propagate_forward_time: 11.7738342285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3446550369
validation[          , genome  7132] predictions:    9782/  10000 (97.82%), best:    9792/10000 (97.92%), error:       737.89148, best error:       696.42413 on epoch:    68, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 149.0707244873s, input_fired_time: 1.5022492409, output_fired_time: 1.3478254080, propagate_forward_time: 58.4362373352, propagate_backward_time: 85.8699874878, weight_update_time: 0.1270054728, other_time: 1.9144363403
epoch time: 12.0757875443s, input_fired_time: 0.1790401191, output_fired_time: 0.0000000000, propagate_forward_time: 11.5583181381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3384294510
validation[          , genome  7132] predictions:    9744/  10000 (97.44%), best:    9792/10000 (97.92%), error:       801.40680, best error:       696.42413 on epoch:    68, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 149.0582122803s, input_fired_time: 1.4991898537, output_fired_time: 1.3551021814, propagate_forward_time: 58.4490165710, propagate_backward_time: 85.8069763184, weight_update_time: 0.1276836991, other_time: 1.9479217529
epoch time: 12.2943410873s, input_fired_time: 0.1821369678, output_fired_time: 0.0000000000, propagate_forward_time: 11.7603111267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3518934250
validation[          , genome  7132] predictions:    9749/  10000 (97.49%), best:    9792/10000 (97.92%), error:       832.27521, best error:       696.42413 on epoch:    68, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 149.7280578613s, input_fired_time: 1.5144138336, output_fired_time: 1.3568251133, propagate_forward_time: 58.6232109070, propagate_backward_time: 86.2038574219, weight_update_time: 0.1280276924, other_time: 2.0297393799
epoch time: 12.2966146469s, input_fired_time: 0.1808620095, output_fired_time: 0.0000000000, propagate_forward_time: 11.7594413757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3563108444
validation[          , genome  7132] predictions:    9800/  10000 (98.00%), best:    9792/10000 (97.92%), error:       728.56952, best error:       696.42413 on epoch:    68, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 148.7626647949s, input_fired_time: 1.5062117577, output_fired_time: 1.3463128805, propagate_forward_time: 58.3050079346, propagate_backward_time: 85.6150970459, weight_update_time: 0.1277694553, other_time: 1.9900360107
epoch time: 12.2221775055s, input_fired_time: 0.1812649965, output_fired_time: 0.0000000000, propagate_forward_time: 11.6885566711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523559570
validation[          , genome  7132] predictions:    9771/  10000 (97.71%), best:    9792/10000 (97.92%), error:       768.15240, best error:       696.42413 on epoch:    68, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 148.9992218018s, input_fired_time: 1.5038789511, output_fired_time: 1.3559755087, propagate_forward_time: 58.3234367371, propagate_backward_time: 85.8137588501, weight_update_time: 0.1269727051, other_time: 2.0021743774
epoch time: 12.2695941925s, input_fired_time: 0.1804108471, output_fired_time: 0.0000000000, propagate_forward_time: 11.7311935425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3579902649
validation[          , genome  7132] predictions:    9748/  10000 (97.48%), best:    9792/10000 (97.92%), error:       832.38629, best error:       696.42413 on epoch:    68, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 149.0414428711s, input_fired_time: 1.4980069399, output_fired_time: 1.3521252871, propagate_forward_time: 58.3723716736, propagate_backward_time: 85.8001098633, weight_update_time: 0.1270995289, other_time: 2.0188293457
epoch time: 12.2548761368s, input_fired_time: 0.1815960854, output_fired_time: 0.0000000000, propagate_forward_time: 11.7183198929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549604416
validation[          , genome  7132] predictions:    9739/  10000 (97.39%), best:    9792/10000 (97.92%), error:       853.68848, best error:       696.42413 on epoch:    68, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 148.5689392090s, input_fired_time: 1.4981752634, output_fired_time: 1.3482191563, propagate_forward_time: 58.2642555237, propagate_backward_time: 85.4652709961, weight_update_time: 0.1268848479, other_time: 1.9930267334
epoch time: 12.2465639114s, input_fired_time: 0.1793539226, output_fired_time: 0.0000000000, propagate_forward_time: 11.7108020782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3564081192
validation[          , genome  7132] predictions:    9783/  10000 (97.83%), best:    9792/10000 (97.92%), error:       755.74628, best error:       696.42413 on epoch:    68, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 148.8252716064s, input_fired_time: 1.4950147867, output_fired_time: 1.3536417484, propagate_forward_time: 58.3179092407, propagate_backward_time: 85.6625213623, weight_update_time: 0.1271878779, other_time: 1.9961929321
epoch time: 12.2380924225s, input_fired_time: 0.1811517626, output_fired_time: 0.0000000000, propagate_forward_time: 11.7032289505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537120819
validation[          , genome  7132] predictions:    9741/  10000 (97.41%), best:    9792/10000 (97.92%), error:       846.98566, best error:       696.42413 on epoch:    68, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 148.0289001465s, input_fired_time: 1.4949890375, output_fired_time: 1.3436564207, propagate_forward_time: 58.0212287903, propagate_backward_time: 85.1692810059, weight_update_time: 0.1272017956, other_time: 1.9997406006
epoch time: 12.1243896484s, input_fired_time: 0.1793724149, output_fired_time: 0.0000000000, propagate_forward_time: 11.5965042114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3485126495
validation[          , genome  7132] predictions:    9782/  10000 (97.82%), best:    9792/10000 (97.92%), error:       748.65686, best error:       696.42413 on epoch:    68, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 148.3170623779s, input_fired_time: 1.4992597103, output_fired_time: 1.3471980095, propagate_forward_time: 58.1033325195, propagate_backward_time: 85.3743743896, weight_update_time: 0.1272729933, other_time: 1.9929046631
epoch time: 12.1871652603s, input_fired_time: 0.1855763942, output_fired_time: 0.0000000000, propagate_forward_time: 11.6504049301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3511838913
validation[          , genome  7132] predictions:    9766/  10000 (97.66%), best:    9792/10000 (97.92%), error:       783.42145, best error:       696.42413 on epoch:    68, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 148.6804656982s, input_fired_time: 1.5113483667, output_fired_time: 1.3472383022, propagate_forward_time: 58.2463912964, propagate_backward_time: 85.5802764893, weight_update_time: 0.1274611205, other_time: 1.9952011108
epoch time: 12.2454290390s, input_fired_time: 0.1844840050, output_fired_time: 0.0000000000, propagate_forward_time: 11.7050132751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3559322357
validation[          , genome  7132] predictions:    9767/  10000 (97.67%), best:    9792/10000 (97.92%), error:       809.36676, best error:       696.42413 on epoch:    68, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 147.8427124023s, input_fired_time: 1.4999201298, output_fired_time: 1.3395079374, propagate_forward_time: 57.9602737427, propagate_backward_time: 85.0688095093, weight_update_time: 0.1295964420, other_time: 1.9741973877
epoch time: 12.2954626083s, input_fired_time: 0.1818633378, output_fired_time: 0.0000000000, propagate_forward_time: 11.7488813400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647174835
validation[          , genome  7132] predictions:    9695/  10000 (96.95%), best:    9792/10000 (97.92%), error:       943.53412, best error:       696.42413 on epoch:    68, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 148.2051696777s, input_fired_time: 1.4954147339, output_fired_time: 1.3455393314, propagate_forward_time: 58.1012840271, propagate_backward_time: 85.2888641357, weight_update_time: 0.1274782270, other_time: 1.9740600586
epoch time: 12.2067289352s, input_fired_time: 0.1806830466, output_fired_time: 0.0000000000, propagate_forward_time: 11.6855239868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405218124
validation[          , genome  7132] predictions:    9762/  10000 (97.62%), best:    9792/10000 (97.92%), error:       821.64630, best error:       696.42413 on epoch:    68, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 147.5353851318s, input_fired_time: 1.4928704500, output_fired_time: 1.3392202854, propagate_forward_time: 57.8248481750, propagate_backward_time: 84.9479370117, weight_update_time: 0.1277962476, other_time: 1.9305114746
epoch time: 12.1272087097s, input_fired_time: 0.1814857721, output_fired_time: 0.0000000000, propagate_forward_time: 11.6034412384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3422813416
validation[          , genome  7132] predictions:    9754/  10000 (97.54%), best:    9792/10000 (97.92%), error:       800.80389, best error:       696.42413 on epoch:    68, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 149.0424652100s, input_fired_time: 1.5118095875, output_fired_time: 1.3495121002, propagate_forward_time: 58.4225540161, propagate_backward_time: 85.8247756958, weight_update_time: 0.1273209155, other_time: 1.9338073730
epoch time: 12.2379112244s, input_fired_time: 0.1830652058, output_fired_time: 0.0000000000, propagate_forward_time: 11.7152690887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3395767212
validation[          , genome  7132] predictions:    9759/  10000 (97.59%), best:    9792/10000 (97.92%), error:       793.71985, best error:       696.42413 on epoch:    68, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 148.4536132813s, input_fired_time: 1.5025709867, output_fired_time: 1.3468860388, propagate_forward_time: 58.1638526917, propagate_backward_time: 85.5023651123, weight_update_time: 0.1297281384, other_time: 1.9379425049
epoch time: 12.2328042984s, input_fired_time: 0.1828522831, output_fired_time: 0.0000000000, propagate_forward_time: 11.7022695541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476819992
validation[          , genome  7132] predictions:    9761/  10000 (97.61%), best:    9792/10000 (97.92%), error:       784.67712, best error:       696.42413 on epoch:    68, 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: 61.0817413330s, input_fired_time: 0.8931754827, output_fired_time: 0.0000000000, propagate_forward_time: 58.3877868652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8007774353
best training[          , genome  7132] predictions:   49744/  50000 (99.49%), best:    9792/10000 (97.92%), error:      1098.59302, best error:       696.42413 on epoch:    68, 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: 12.2179775238s, input_fired_time: 0.1776941419, output_fired_time: 0.0000000000, propagate_forward_time: 11.6999835968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402996063
   testing[          , genome  7132] predictions:    9803/  10000 (98.03%), best:    9792/10000 (97.92%), error:       671.43726, best error:       696.42413 on epoch:    68, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:16:37 (9116): called boinc_finish(0)

</stderr_txt>
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