Nameexact_genome_1512568488_42_4499_0
Workunit2593736
Created7 Dec 2017, 10:12:02 UTC
Sent7 Dec 2017, 10:17:33 UTC
Report deadline11 Dec 2017, 11:27:06 UTC
Received7 Dec 2017, 21:41:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 25 min 15 sec
CPU time2 hours 24 min 16 sec
Validate stateValid
Credit1,012.08
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.32 MB
Peak swap size157.66 MB
Peak disk usage1.94 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
e: 6.1030054092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649677277
validation[          , genome  4499] predictions:    9573/  10000 (95.73%), best:    9632/10000 (96.32%), error:      1401.24646, best error:      1287.17566 on epoch:     6, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 78.2601852417s, input_fired_time: 0.7264438272, output_fired_time: 0.6757619381, propagate_forward_time: 30.0898475647, propagate_backward_time: 44.0386238098, weight_update_time: 0.1336927265, other_time: 2.7295150757
epoch time: 6.5041718483s, input_fired_time: 0.0877675116, output_fired_time: 0.0000000000, propagate_forward_time: 5.9619069099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4544973373
validation[          , genome  4499] predictions:    9627/  10000 (96.27%), best:    9627/10000 (96.27%), error:      1262.33838, best error:      1262.33838 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 79.3475265503s, input_fired_time: 0.7277036905, output_fired_time: 0.6927410364, propagate_forward_time: 30.4323863983, propagate_backward_time: 44.7612724304, weight_update_time: 0.1343985200, other_time: 2.7334175110
epoch time: 6.8176865578s, input_fired_time: 0.0961171910, output_fired_time: 0.0000000000, propagate_forward_time: 6.1971650124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5244045258
validation[          , genome  4499] predictions:    9500/  10000 (95.00%), best:    9627/10000 (96.27%), error:      1678.04578, best error:      1262.33838 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 79.2912673950s, input_fired_time: 0.7353726625, output_fired_time: 0.6933984756, propagate_forward_time: 30.5264377594, propagate_backward_time: 44.5771903992, weight_update_time: 0.1338538229, other_time: 2.7588691711
epoch time: 6.6148662567s, input_fired_time: 0.0903056189, output_fired_time: 0.0000000000, propagate_forward_time: 6.0435557365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4810047150
validation[          , genome  4499] predictions:    9579/  10000 (95.79%), best:    9627/10000 (96.27%), error:      1407.82520, best error:      1262.33838 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 78.2580337524s, input_fired_time: 0.7151079774, output_fired_time: 0.6750338078, propagate_forward_time: 30.1565380096, propagate_backward_time: 44.0025672913, weight_update_time: 0.1315183640, other_time: 2.7087821960
epoch time: 6.5726180077s, input_fired_time: 0.0900079012, output_fired_time: 0.0000000000, propagate_forward_time: 6.0136523247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689579010
validation[          , genome  4499] predictions:    9578/  10000 (95.78%), best:    9627/10000 (96.27%), error:      1427.85547, best error:      1262.33838 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 78.1321792603s, input_fired_time: 0.7221881151, output_fired_time: 0.6796555519, propagate_forward_time: 30.1195755005, propagate_backward_time: 43.8904762268, weight_update_time: 0.1326142997, other_time: 2.7202796936
epoch time: 6.6446161270s, input_fired_time: 0.0881719962, output_fired_time: 0.0000000000, propagate_forward_time: 6.0853991508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4710450172
validation[          , genome  4499] predictions:    9575/  10000 (95.75%), best:    9627/10000 (96.27%), error:      1430.40576, best error:      1262.33838 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 78.7413787842s, input_fired_time: 0.7192539573, output_fired_time: 0.6920098066, propagate_forward_time: 30.3766555786, propagate_backward_time: 44.2832412720, weight_update_time: 0.1387570500, other_time: 2.6702194214
epoch time: 6.6436276436s, input_fired_time: 0.0974305943, output_fired_time: 0.0000000000, propagate_forward_time: 6.0733232498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4728736877
validation[          , genome  4499] predictions:    9575/  10000 (95.75%), best:    9627/10000 (96.27%), error:      1409.40295, best error:      1262.33838 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 78.0973739624s, input_fired_time: 0.7257851362, output_fired_time: 0.6779326797, propagate_forward_time: 30.0947551727, propagate_backward_time: 43.8946762085, weight_update_time: 0.1344578862, other_time: 2.7042236328
epoch time: 6.6704378128s, input_fired_time: 0.0883829072, output_fired_time: 0.0000000000, propagate_forward_time: 6.1199235916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4621315002
validation[          , genome  4499] predictions:    9626/  10000 (96.26%), best:    9627/10000 (96.27%), error:      1274.99841, best error:      1262.33838 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 78.0493850708s, input_fired_time: 0.7262574434, output_fired_time: 0.6838193536, propagate_forward_time: 30.0479049683, propagate_backward_time: 43.8976402283, weight_update_time: 0.1323018223, other_time: 2.6937599182
epoch time: 6.4690108299s, input_fired_time: 0.0879834220, output_fired_time: 0.0000000000, propagate_forward_time: 5.9282202721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528069496
validation[          , genome  4499] predictions:    9445/  10000 (94.45%), best:    9627/10000 (96.27%), error:      1889.31958, best error:      1262.33838 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 78.7211456299s, input_fired_time: 0.7263131142, output_fired_time: 0.6898557544, propagate_forward_time: 30.3421669006, propagate_backward_time: 44.2223167419, weight_update_time: 0.1382588297, other_time: 2.7404937744
epoch time: 6.6487698555s, input_fired_time: 0.0899567232, output_fired_time: 0.0000000000, propagate_forward_time: 6.0819630623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4768500328
validation[          , genome  4499] predictions:    9613/  10000 (96.13%), best:    9627/10000 (96.27%), error:      1304.11621, best error:      1262.33838 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 78.6449203491s, input_fired_time: 0.7279365659, output_fired_time: 0.6905199885, propagate_forward_time: 30.3273181915, propagate_backward_time: 44.2004470825, weight_update_time: 0.1353095174, other_time: 2.6986999512
epoch time: 6.6554322243s, input_fired_time: 0.0933628231, output_fired_time: 0.0000000000, propagate_forward_time: 6.0876283646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744410515
validation[          , genome  4499] predictions:    9641/  10000 (96.41%), best:    9641/10000 (96.41%), error:      1193.74854, best error:      1193.74854 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 78.7947311401s, input_fired_time: 0.7250013351, output_fired_time: 0.6864743233, propagate_forward_time: 30.3298606873, propagate_backward_time: 44.3704605103, weight_update_time: 0.1354915351, other_time: 2.6829338074
epoch time: 6.5049715042s, input_fired_time: 0.0884357989, output_fired_time: 0.0000000000, propagate_forward_time: 5.9631314278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4534044266
validation[          , genome  4499] predictions:    8902/  10000 (89.02%), best:    9641/10000 (96.41%), error:      3745.75586, best error:      1193.74854 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

resetting weights to those on epoch: 24
epoch time: 78.8888244629s, input_fired_time: 0.7436399460, output_fired_time: 0.6820913553, propagate_forward_time: 30.4198341370, propagate_backward_time: 44.3264503479, weight_update_time: 0.1326156408, other_time: 2.7168121338
epoch time: 6.4252896309s, input_fired_time: 0.0874814317, output_fired_time: 0.0000000000, propagate_forward_time: 5.8892865181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4485216141
validation[          , genome  4499] predictions:    9592/  10000 (95.92%), best:    9641/10000 (96.41%), error:      1373.50049, best error:      1193.74854 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 78.7409133911s, input_fired_time: 0.7314056158, output_fired_time: 0.6762221456, propagate_forward_time: 30.3823051453, propagate_backward_time: 44.2695121765, weight_update_time: 0.1376293451, other_time: 2.6814651489
epoch time: 6.5523958206s, input_fired_time: 0.0886668116, output_fired_time: 0.0000000000, propagate_forward_time: 6.0074391365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4562897682
validation[          , genome  4499] predictions:    9629/  10000 (96.29%), best:    9641/10000 (96.41%), error:      1289.20190, best error:      1193.74854 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 78.4611968994s, input_fired_time: 0.7224919796, output_fired_time: 0.6736441255, propagate_forward_time: 30.2552337646, propagate_backward_time: 44.1269607544, weight_update_time: 0.1324005425, other_time: 2.6828689575
epoch time: 6.6536202431s, input_fired_time: 0.0890061110, output_fired_time: 0.0000000000, propagate_forward_time: 6.0910367966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4735774994
validation[          , genome  4499] predictions:    9456/  10000 (94.56%), best:    9641/10000 (96.41%), error:      1717.88171, best error:      1193.74854 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 78.2564315796s, input_fired_time: 0.7270772457, output_fired_time: 0.6744151115, propagate_forward_time: 30.1740512848, propagate_backward_time: 43.9768905640, weight_update_time: 0.1329166740, other_time: 2.7040023804
epoch time: 6.6433401108s, input_fired_time: 0.0888885111, output_fired_time: 0.0000000000, propagate_forward_time: 6.0941042900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603471756
validation[          , genome  4499] predictions:    9647/  10000 (96.47%), best:    9641/10000 (96.41%), error:      1200.94092, best error:      1193.74854 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 79.7078933716s, input_fired_time: 0.7382431030, output_fired_time: 0.7139192224, propagate_forward_time: 30.7596111298, propagate_backward_time: 44.7982749939, weight_update_time: 0.1308130622, other_time: 2.6978416443
epoch time: 6.7006549835s, input_fired_time: 0.0893213004, output_fired_time: 0.0000000000, propagate_forward_time: 6.1348700523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4764637947
validation[          , genome  4499] predictions:    9647/  10000 (96.47%), best:    9641/10000 (96.41%), error:      1245.43494, best error:      1193.74854 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 79.1086044312s, input_fired_time: 0.7353687882, output_fired_time: 0.6849014759, propagate_forward_time: 30.5636615753, propagate_backward_time: 44.3772735596, weight_update_time: 0.1417083591, other_time: 2.7474060059
epoch time: 6.5556235313s, input_fired_time: 0.0901339874, output_fired_time: 0.0000000000, propagate_forward_time: 5.9961099625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4693794250
validation[          , genome  4499] predictions:    9050/  10000 (90.50%), best:    9641/10000 (96.41%), error:      3387.44775, best error:      1193.74854 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

resetting weights to those on epoch: 24
epoch time: 78.5009765625s, input_fired_time: 0.7315710187, output_fired_time: 0.6878431439, propagate_forward_time: 30.3159675598, propagate_backward_time: 44.0691795349, weight_update_time: 0.1327237189, other_time: 2.6964187622
epoch time: 6.6821150780s, input_fired_time: 0.0945493132, output_fired_time: 0.0000000000, propagate_forward_time: 6.1074042320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4801616669
validation[          , genome  4499] predictions:    9460/  10000 (94.60%), best:    9641/10000 (96.41%), error:      1826.42822, best error:      1193.74854 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 78.5188674927s, input_fired_time: 0.7304742932, output_fired_time: 0.6827457547, propagate_forward_time: 30.2479515076, propagate_backward_time: 44.1579132080, weight_update_time: 0.1330473125, other_time: 2.6997795105
epoch time: 6.5703148842s, input_fired_time: 0.0912059918, output_fired_time: 0.0000000000, propagate_forward_time: 6.0083503723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4707584381
validation[          , genome  4499] predictions:    9599/  10000 (95.99%), best:    9641/10000 (96.41%), error:      1314.60779, best error:      1193.74854 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 78.1686019897s, input_fired_time: 0.7167893648, output_fired_time: 0.6788276434, propagate_forward_time: 30.1714305878, propagate_backward_time: 43.9533958435, weight_update_time: 0.1316100508, other_time: 2.6481590271
epoch time: 6.5951185226s, input_fired_time: 0.0883418322, output_fired_time: 0.0000000000, propagate_forward_time: 6.0483689308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4584078789
validation[          , genome  4499] predictions:    9533/  10000 (95.33%), best:    9641/10000 (96.41%), error:      1557.85498, best error:      1193.74854 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 78.9182739258s, input_fired_time: 0.7205492854, output_fired_time: 0.6872653961, propagate_forward_time: 30.4987907410, propagate_backward_time: 44.3682670593, weight_update_time: 0.1335323900, other_time: 2.6434020996
epoch time: 6.6113901138s, input_fired_time: 0.0983814076, output_fired_time: 0.0000000000, propagate_forward_time: 6.0516614914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4613471031
validation[          , genome  4499] predictions:    9652/  10000 (96.52%), best:    9652/10000 (96.52%), error:      1168.59167, best error:      1168.59167 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 78.2384033203s, input_fired_time: 0.7349591255, output_fired_time: 0.6735849977, propagate_forward_time: 30.1721076965, propagate_backward_time: 43.9714164734, weight_update_time: 0.1320936233, other_time: 2.6863327026
epoch time: 6.5226473808s, input_fired_time: 0.0900861025, output_fired_time: 0.0000000000, propagate_forward_time: 5.9657249451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4668364525
validation[          , genome  4499] predictions:    9643/  10000 (96.43%), best:    9652/10000 (96.52%), error:      1180.44592, best error:      1168.59167 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 78.1597518921s, input_fired_time: 0.7325660586, output_fired_time: 0.6715068817, propagate_forward_time: 30.0605030060, propagate_backward_time: 43.9533004761, weight_update_time: 0.1335721761, other_time: 2.7418746948
epoch time: 6.7952075005s, input_fired_time: 0.0913467035, output_fired_time: 0.0000000000, propagate_forward_time: 6.2123794556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4914813042
validation[          , genome  4499] predictions:    9597/  10000 (95.97%), best:    9652/10000 (96.52%), error:      1332.63062, best error:      1168.59167 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 78.5286026001s, input_fired_time: 0.7438048124, output_fired_time: 0.6864467263, propagate_forward_time: 30.2761516571, propagate_backward_time: 44.1115379333, weight_update_time: 0.1324989498, other_time: 2.7106590271
epoch time: 6.8077392578s, input_fired_time: 0.0918039158, output_fired_time: 0.0000000000, propagate_forward_time: 6.2297897339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4861454964
validation[          , genome  4499] predictions:    9608/  10000 (96.08%), best:    9652/10000 (96.52%), error:      1341.44617, best error:      1168.59167 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 78.5125885010s, input_fired_time: 0.7270350456, output_fired_time: 0.6796531677, propagate_forward_time: 30.2394962311, propagate_backward_time: 44.1563262939, weight_update_time: 0.1343293935, other_time: 2.7100753784
epoch time: 6.6500210762s, input_fired_time: 0.0895566121, output_fired_time: 0.0000000000, propagate_forward_time: 6.0820374489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4784269333
validation[          , genome  4499] predictions:    9627/  10000 (96.27%), best:    9652/10000 (96.52%), error:      1255.41516, best error:      1168.59167 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 78.4807586670s, input_fired_time: 0.7370537519, output_fired_time: 0.7040013671, propagate_forward_time: 30.2189941406, propagate_backward_time: 44.1150054932, weight_update_time: 0.1335511208, other_time: 2.7057037354
epoch time: 6.5453310013s, input_fired_time: 0.0900561884, output_fired_time: 0.0000000000, propagate_forward_time: 5.9849991798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4702754021
validation[          , genome  4499] predictions:    9596/  10000 (95.96%), best:    9652/10000 (96.52%), error:      1320.08008, best error:      1168.59167 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 78.5123519897s, input_fired_time: 0.7262750268, output_fired_time: 0.6746166348, propagate_forward_time: 30.2739200592, propagate_backward_time: 44.1547279358, weight_update_time: 0.1324935257, other_time: 2.6828193665
epoch time: 6.6674375534s, input_fired_time: 0.0903526992, output_fired_time: 0.0000000000, propagate_forward_time: 6.1067705154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703145027
validation[          , genome  4499] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1131.29700, best error:      1131.29700 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 78.4008102417s, input_fired_time: 0.7349317670, output_fired_time: 0.6778863668, propagate_forward_time: 30.2243232727, propagate_backward_time: 44.1228408813, weight_update_time: 0.1408950090, other_time: 2.6408271790
epoch time: 6.6473426819s, input_fired_time: 0.0920142978, output_fired_time: 0.0000000000, propagate_forward_time: 6.0885562897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667720795
validation[          , genome  4499] predictions:    9675/  10000 (96.75%), best:    9675/10000 (96.75%), error:      1096.04810, best error:      1096.04810 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 78.5420532227s, input_fired_time: 0.7338194251, output_fired_time: 0.6826031804, propagate_forward_time: 30.3596954346, propagate_backward_time: 44.0673408508, weight_update_time: 0.1326536983, other_time: 2.6985969543
epoch time: 6.8009119034s, input_fired_time: 0.0907486081, output_fired_time: 0.0000000000, propagate_forward_time: 6.2170400620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931230545
validation[          , genome  4499] predictions:    9659/  10000 (96.59%), best:    9675/10000 (96.75%), error:      1143.09949, best error:      1096.04810 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 78.9498672485s, input_fired_time: 0.7397806644, output_fired_time: 0.6783212423, propagate_forward_time: 30.3802337646, propagate_backward_time: 44.4397125244, weight_update_time: 0.1328235716, other_time: 2.7118148804
epoch time: 6.6638832092s, input_fired_time: 0.0917783082, output_fired_time: 0.0000000000, propagate_forward_time: 6.0893192291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4827857018
validation[          , genome  4499] predictions:    9622/  10000 (96.22%), best:    9675/10000 (96.75%), error:      1260.74060, best error:      1096.04810 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 78.8840255737s, input_fired_time: 0.7415807247, output_fired_time: 0.6785101891, propagate_forward_time: 30.3240165710, propagate_backward_time: 44.4086418152, weight_update_time: 0.1385033578, other_time: 2.7312774658
epoch time: 6.9069170952s, input_fired_time: 0.0937498212, output_fired_time: 0.0000000000, propagate_forward_time: 6.3238143921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4893527031
validation[          , genome  4499] predictions:    9632/  10000 (96.32%), best:    9675/10000 (96.75%), error:      1240.56775, best error:      1096.04810 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 78.3686447144s, input_fired_time: 0.7226074338, output_fired_time: 0.6791278720, propagate_forward_time: 30.2235164642, propagate_backward_time: 44.0490150452, weight_update_time: 0.1335326284, other_time: 2.6943702698
epoch time: 6.6353378296s, input_fired_time: 0.0899524018, output_fired_time: 0.0000000000, propagate_forward_time: 6.0873270035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4580583572
validation[          , genome  4499] predictions:    9605/  10000 (96.05%), best:    9675/10000 (96.75%), error:      1317.79968, best error:      1096.04810 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 78.4223327637s, input_fired_time: 0.7297859788, output_fired_time: 0.6743306518, propagate_forward_time: 30.3115081787, propagate_backward_time: 44.0703125000, weight_update_time: 0.1312676519, other_time: 2.6363906860
epoch time: 6.5850768089s, input_fired_time: 0.0912347138, output_fired_time: 0.0000000000, propagate_forward_time: 6.0249013901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689407349
validation[          , genome  4499] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:      1070.99402, best error:      1070.99402 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 78.7311172485s, input_fired_time: 0.7358040214, output_fired_time: 0.6868448853, propagate_forward_time: 30.3537139893, propagate_backward_time: 44.2500495911, weight_update_time: 0.1404823065, other_time: 2.7047080994
epoch time: 6.5863866806s, input_fired_time: 0.0903060138, output_fired_time: 0.0000000000, propagate_forward_time: 6.0331635475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4629173279
validation[          , genome  4499] predictions:    9636/  10000 (96.36%), best:    9691/10000 (96.91%), error:      1266.14636, best error:      1070.99402 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 78.1595001221s, input_fired_time: 0.7328112125, output_fired_time: 0.6771141291, propagate_forward_time: 30.1403255463, propagate_backward_time: 43.9006080627, weight_update_time: 0.1334687024, other_time: 2.7086372375
epoch time: 6.5518226624s, input_fired_time: 0.0896785036, output_fired_time: 0.0000000000, propagate_forward_time: 6.0076985359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4544458389
validation[          , genome  4499] predictions:    9664/  10000 (96.64%), best:    9691/10000 (96.91%), error:      1126.29407, best error:      1070.99402 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 78.4380111694s, input_fired_time: 0.7448320389, output_fired_time: 0.6903770566, propagate_forward_time: 30.2001819611, propagate_backward_time: 44.1072578430, weight_update_time: 0.1348870248, other_time: 2.6953620911
epoch time: 6.6384825706s, input_fired_time: 0.0901476815, output_fired_time: 0.0000000000, propagate_forward_time: 6.0797500610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685850143
validation[          , genome  4499] predictions:    9631/  10000 (96.31%), best:    9691/10000 (96.91%), error:      1229.04041, best error:      1070.99402 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 77.9846115112s, input_fired_time: 0.7533450127, output_fired_time: 0.6755736470, propagate_forward_time: 29.9790744781, propagate_backward_time: 43.8592376709, weight_update_time: 0.1337458491, other_time: 2.7173843384
epoch time: 6.7508625984s, input_fired_time: 0.0909871832, output_fired_time: 0.0000000000, propagate_forward_time: 6.1699724197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4899029732
validation[          , genome  4499] predictions:    9595/  10000 (95.95%), best:    9691/10000 (96.91%), error:      1354.91077, best error:      1070.99402 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 79.6074752808s, input_fired_time: 0.7273248434, output_fired_time: 0.6980708241, propagate_forward_time: 30.6654224396, propagate_backward_time: 44.8028831482, weight_update_time: 0.1364780664, other_time: 2.7137718201
epoch time: 6.6420836449s, input_fired_time: 0.0913740993, output_fired_time: 0.0000000000, propagate_forward_time: 6.0734710693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4772386551
validation[          , genome  4499] predictions:    9655/  10000 (96.55%), best:    9691/10000 (96.91%), error:      1203.77490, best error:      1070.99402 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 78.7207336426s, input_fired_time: 0.7339978218, output_fired_time: 0.6797345877, propagate_forward_time: 30.3210220337, propagate_backward_time: 44.3582077026, weight_update_time: 0.1312818378, other_time: 2.6277694702
epoch time: 6.5739388466s, input_fired_time: 0.0923906863, output_fired_time: 0.0000000000, propagate_forward_time: 6.0103178024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712305069
validation[          , genome  4499] predictions:    9605/  10000 (96.05%), best:    9691/10000 (96.91%), error:      1280.25635, best error:      1070.99402 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 78.6614227295s, input_fired_time: 0.7342252135, output_fired_time: 0.6876773238, propagate_forward_time: 30.3332023621, propagate_backward_time: 44.2095832825, weight_update_time: 0.1379779428, other_time: 2.6967391968
epoch time: 6.5696082115s, input_fired_time: 0.0910004079, output_fired_time: 0.0000000000, propagate_forward_time: 6.0076704025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709372520
validation[          , genome  4499] predictions:    9566/  10000 (95.66%), best:    9691/10000 (96.91%), error:      1382.98950, best error:      1070.99402 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 78.6660156250s, input_fired_time: 0.7480583787, output_fired_time: 0.6838119030, propagate_forward_time: 30.3437576294, propagate_backward_time: 44.2290153503, weight_update_time: 0.1323832273, other_time: 2.6613655090
epoch time: 6.5570626259s, input_fired_time: 0.0909958929, output_fired_time: 0.0000000000, propagate_forward_time: 5.9990553856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670114517
validation[          , genome  4499] predictions:    9656/  10000 (96.56%), best:    9691/10000 (96.91%), error:      1152.88623, best error:      1070.99402 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 78.0213699341s, input_fired_time: 0.7350686789, output_fired_time: 0.6796656251, propagate_forward_time: 30.0534458160, propagate_backward_time: 43.8360977173, weight_update_time: 0.1343290061, other_time: 2.7170944214
epoch time: 6.5174536705s, input_fired_time: 0.0917677209, output_fired_time: 0.0000000000, propagate_forward_time: 5.9615468979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4641389847
validation[          , genome  4499] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:      1099.34424, best error:      1070.99402 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 78.6359710693s, input_fired_time: 0.7315782309, output_fired_time: 0.6838864684, propagate_forward_time: 30.3133735657, propagate_backward_time: 44.2524948120, weight_update_time: 0.1333021522, other_time: 2.6546440125
epoch time: 6.6793794632s, input_fired_time: 0.0957157612, output_fired_time: 0.0000000000, propagate_forward_time: 6.1135230064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701409340
validation[          , genome  4499] predictions:    9688/  10000 (96.88%), best:    9691/10000 (96.91%), error:      1093.70203, best error:      1070.99402 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 79.1214904785s, input_fired_time: 0.7422052622, output_fired_time: 0.6807440519, propagate_forward_time: 30.5040168762, propagate_backward_time: 44.5034751892, weight_update_time: 0.1301813424, other_time: 2.6910552979
epoch time: 6.8752031326s, input_fired_time: 0.0903588906, output_fired_time: 0.0000000000, propagate_forward_time: 6.3134717941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713726044
validation[          , genome  4499] predictions:    9672/  10000 (96.72%), best:    9691/10000 (96.91%), error:      1155.83618, best error:      1070.99402 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 78.3439331055s, input_fired_time: 0.7334547639, output_fired_time: 0.6866505742, propagate_forward_time: 30.1970062256, propagate_backward_time: 44.0064125061, weight_update_time: 0.1492338181, other_time: 2.7204093933
epoch time: 6.6140618324s, input_fired_time: 0.0905246064, output_fired_time: 0.0000000000, propagate_forward_time: 6.0596008301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639363289
validation[          , genome  4499] predictions:    9667/  10000 (96.67%), best:    9691/10000 (96.91%), error:      1162.66467, best error:      1070.99402 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 77.8776168823s, input_fired_time: 0.7383785844, output_fired_time: 0.6713155508, propagate_forward_time: 29.9717845917, propagate_backward_time: 43.7956809998, weight_update_time: 0.1328697354, other_time: 2.7004508972
epoch time: 6.5521078110s, input_fired_time: 0.0910364985, output_fired_time: 0.0000000000, propagate_forward_time: 5.9984641075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4626073837
validation[          , genome  4499] predictions:    9702/  10000 (97.02%), best:    9691/10000 (96.91%), error:      1083.07141, best error:      1070.99402 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 77.9739532471s, input_fired_time: 0.7272386551, output_fired_time: 0.6720897555, propagate_forward_time: 30.0565261841, propagate_backward_time: 43.8315467834, weight_update_time: 0.1335778534, other_time: 2.6865501404
epoch time: 6.6141529083s, input_fired_time: 0.0917010903, output_fired_time: 0.0000000000, propagate_forward_time: 6.0474400520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4750118256
validation[          , genome  4499] predictions:    9661/  10000 (96.61%), best:    9691/10000 (96.91%), error:      1132.04626, best error:      1070.99402 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 78.1659011841s, input_fired_time: 0.7358347178, output_fired_time: 0.6751065254, propagate_forward_time: 30.1170654297, propagate_backward_time: 43.9778938293, weight_update_time: 0.1371651739, other_time: 2.6599998474
epoch time: 6.5516462326s, input_fired_time: 0.0906185210, output_fired_time: 0.0000000000, propagate_forward_time: 6.0024170876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4586105347
validation[          , genome  4499] predictions:    9675/  10000 (96.75%), best:    9691/10000 (96.91%), error:      1093.28650, best error:      1070.99402 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 78.7781524658s, input_fired_time: 0.7348064184, output_fired_time: 0.6829101443, propagate_forward_time: 30.3369808197, propagate_backward_time: 44.3666343689, weight_update_time: 0.1325179338, other_time: 2.6568183899
epoch time: 6.6921977997s, input_fired_time: 0.0912116840, output_fired_time: 0.0000000000, propagate_forward_time: 6.1345090866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4664769173
validation[          , genome  4499] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1054.82642, best error:      1054.82642 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 78.3046646118s, input_fired_time: 0.7270594239, output_fired_time: 0.6967604160, propagate_forward_time: 30.2009029388, propagate_backward_time: 44.0490646362, weight_update_time: 0.1326213032, other_time: 2.6308746338
epoch time: 6.5490255356s, input_fired_time: 0.0914900154, output_fired_time: 0.0000000000, propagate_forward_time: 5.9907937050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667420387
validation[          , genome  4499] predictions:    9673/  10000 (96.73%), best:    9682/10000 (96.82%), error:      1114.28955, best error:      1054.82642 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 78.6752853394s, input_fired_time: 0.7357378006, output_fired_time: 0.6773841977, propagate_forward_time: 30.3191738129, propagate_backward_time: 44.2349395752, weight_update_time: 0.1337118894, other_time: 2.7080459595
epoch time: 6.7847990990s, input_fired_time: 0.0988023803, output_fired_time: 0.0000000000, propagate_forward_time: 6.1967997551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4891967773
validation[          , genome  4499] predictions:    9603/  10000 (96.03%), best:    9682/10000 (96.82%), error:      1286.23511, best error:      1054.82642 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 78.0977630615s, input_fired_time: 0.7357856631, output_fired_time: 0.6838794947, propagate_forward_time: 30.1002845764, propagate_backward_time: 43.8793144226, weight_update_time: 0.1381676197, other_time: 2.6985015869
epoch time: 6.6727328300s, input_fired_time: 0.0946856812, output_fired_time: 0.0000000000, propagate_forward_time: 6.1064496040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715976715
validation[          , genome  4499] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1109.58765, best error:      1054.82642 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 78.0969924927s, input_fired_time: 0.7425040007, output_fired_time: 0.6698834896, propagate_forward_time: 30.0990486145, propagate_backward_time: 43.8634147644, weight_update_time: 0.1329167783, other_time: 2.7221450806
epoch time: 6.4405193329s, input_fired_time: 0.0893556103, output_fired_time: 0.0000000000, propagate_forward_time: 5.8981070518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4530568123
validation[          , genome  4499] predictions:    9680/  10000 (96.80%), best:    9682/10000 (96.82%), error:      1124.05029, best error:      1054.82642 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 78.1563491821s, input_fired_time: 0.7355722785, output_fired_time: 0.6788538694, propagate_forward_time: 30.0778579712, propagate_backward_time: 43.9635658264, weight_update_time: 0.1323979199, other_time: 2.7004966736
epoch time: 6.7253923416s, input_fired_time: 0.0912588909, output_fired_time: 0.0000000000, propagate_forward_time: 6.1560058594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4781274796
validation[          , genome  4499] predictions:    9669/  10000 (96.69%), best:    9682/10000 (96.82%), error:      1171.10950, best error:      1054.82642 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 77.9668197632s, input_fired_time: 0.7338184714, output_fired_time: 0.6885064840, propagate_forward_time: 30.0531024933, propagate_backward_time: 43.8104248047, weight_update_time: 0.1330285221, other_time: 2.6809692383
epoch time: 6.6080050468s, input_fired_time: 0.0907240883, output_fired_time: 0.0000000000, propagate_forward_time: 6.0577926636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4594883919
validation[          , genome  4499] predictions:    9701/  10000 (97.01%), best:    9682/10000 (96.82%), error:      1073.04346, best error:      1054.82642 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 78.4508666992s, input_fired_time: 0.7371844649, output_fired_time: 0.6854997277, propagate_forward_time: 30.1746768951, propagate_backward_time: 44.1268272400, weight_update_time: 0.1349619031, other_time: 2.7266807556
epoch time: 6.6226539612s, input_fired_time: 0.0943548083, output_fired_time: 0.0000000000, propagate_forward_time: 6.0620350838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4662642479
validation[          , genome  4499] predictions:    9600/  10000 (96.00%), best:    9682/10000 (96.82%), error:      1265.37390, best error:      1054.82642 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 78.8741073608s, input_fired_time: 0.7371396422, output_fired_time: 0.6815312505, propagate_forward_time: 30.4208354950, propagate_backward_time: 44.3285331726, weight_update_time: 0.1342542470, other_time: 2.7060661316
epoch time: 6.4934239388s, input_fired_time: 0.0986767039, output_fired_time: 0.0000000000, propagate_forward_time: 5.9272904396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674568176
validation[          , genome  4499] predictions:    9659/  10000 (96.59%), best:    9682/10000 (96.82%), error:      1187.97314, best error:      1054.82642 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 78.3385391235s, input_fired_time: 0.7369415760, output_fired_time: 0.6899822950, propagate_forward_time: 30.1957721710, propagate_backward_time: 43.9979171753, weight_update_time: 0.1328473389, other_time: 2.7179336548
epoch time: 6.6739935875s, input_fired_time: 0.0926413089, output_fired_time: 0.0000000000, propagate_forward_time: 6.1059055328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4754467010
validation[          , genome  4499] predictions:    9644/  10000 (96.44%), best:    9682/10000 (96.82%), error:      1190.77588, best error:      1054.82642 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 79.1794204712s, input_fired_time: 0.7414462566, output_fired_time: 0.7050748467, propagate_forward_time: 30.5022354126, propagate_backward_time: 44.4971351624, weight_update_time: 0.1319254041, other_time: 2.7335243225
epoch time: 6.7171692848s, input_fired_time: 0.0918836892, output_fired_time: 0.0000000000, propagate_forward_time: 6.1574678421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678177834
validation[          , genome  4499] predictions:    9624/  10000 (96.24%), best:    9682/10000 (96.82%), error:      1269.92505, best error:      1054.82642 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 77.9052505493s, input_fired_time: 0.7405236363, output_fired_time: 0.6775184274, propagate_forward_time: 29.9873981476, propagate_backward_time: 43.7977409363, weight_update_time: 0.1369412094, other_time: 2.7020683289
epoch time: 6.5848569870s, input_fired_time: 0.0939074382, output_fired_time: 0.0000000000, propagate_forward_time: 6.0207505226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701991081
validation[          , genome  4499] predictions:    9658/  10000 (96.58%), best:    9682/10000 (96.82%), error:      1159.46387, best error:      1054.82642 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 78.3361358643s, input_fired_time: 0.7395566702, output_fired_time: 0.6765484810, propagate_forward_time: 30.1826972961, propagate_backward_time: 44.0121765137, weight_update_time: 0.1340527385, other_time: 2.7251548767
epoch time: 6.5939602852s, input_fired_time: 0.0924896076, output_fired_time: 0.0000000000, propagate_forward_time: 6.0374941826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639763832
validation[          , genome  4499] predictions:    9681/  10000 (96.81%), best:    9682/10000 (96.82%), error:      1103.10376, best error:      1054.82642 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 79.0114593506s, input_fired_time: 0.7349383831, output_fired_time: 0.6890059710, propagate_forward_time: 30.4702606201, propagate_backward_time: 44.4453620911, weight_update_time: 0.1319799274, other_time: 2.6718940735
epoch time: 6.5611386299s, input_fired_time: 0.0925278291, output_fired_time: 0.0000000000, propagate_forward_time: 5.9993162155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692945480
validation[          , genome  4499] predictions:    9678/  10000 (96.78%), best:    9682/10000 (96.82%), error:      1122.06665, best error:      1054.82642 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 78.3250656128s, input_fired_time: 0.7412393689, output_fired_time: 0.6796965003, propagate_forward_time: 30.1977615356, propagate_backward_time: 44.0058288574, weight_update_time: 0.1330618113, other_time: 2.7005386353
epoch time: 6.6316218376s, input_fired_time: 0.0934612900, output_fired_time: 0.0000000000, propagate_forward_time: 6.0647797585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4733805656
validation[          , genome  4499] predictions:    9679/  10000 (96.79%), best:    9682/10000 (96.82%), error:      1149.86182, best error:      1054.82642 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 78.3603134155s, input_fired_time: 0.7620071769, output_fired_time: 0.6767650247, propagate_forward_time: 30.2149639130, propagate_backward_time: 43.9758300781, weight_update_time: 0.1417147517, other_time: 2.7307434082
epoch time: 6.3844571114s, input_fired_time: 0.0909180939, output_fired_time: 0.0000000000, propagate_forward_time: 5.8368940353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4566450119
validation[          , genome  4499] predictions:    9664/  10000 (96.64%), best:    9682/10000 (96.82%), error:      1106.11023, best error:      1054.82642 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 79.3962554932s, input_fired_time: 0.7502619624, output_fired_time: 0.6904831529, propagate_forward_time: 30.6101398468, propagate_backward_time: 44.6117782593, weight_update_time: 0.1346703619, other_time: 2.7335968018
epoch time: 6.7366900444s, input_fired_time: 0.0927811116, output_fired_time: 0.0000000000, propagate_forward_time: 6.1562557220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4876532555
validation[          , genome  4499] predictions:    9638/  10000 (96.38%), best:    9682/10000 (96.82%), error:      1232.01465, best error:      1054.82642 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 79.1714477539s, input_fired_time: 0.7489404678, output_fired_time: 0.6801456809, propagate_forward_time: 30.5648918152, propagate_backward_time: 44.5031166077, weight_update_time: 0.1368420720, other_time: 2.6743545532
epoch time: 6.6997060776s, input_fired_time: 0.0923872069, output_fired_time: 0.0000000000, propagate_forward_time: 6.1241035461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832153320
validation[          , genome  4499] predictions:    9647/  10000 (96.47%), best:    9682/10000 (96.82%), error:      1216.77112, best error:      1054.82642 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 78.5409469604s, input_fired_time: 0.7447306514, output_fired_time: 0.6790634990, propagate_forward_time: 30.2463989258, propagate_backward_time: 44.1754112244, weight_update_time: 0.1338868290, other_time: 2.6953468323
epoch time: 6.5853199959s, input_fired_time: 0.0919820219, output_fired_time: 0.0000000000, propagate_forward_time: 6.0264492035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4668889046
validation[          , genome  4499] predictions:    9669/  10000 (96.69%), best:    9682/10000 (96.82%), error:      1122.10510, best error:      1054.82642 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 78.4928283691s, input_fired_time: 0.7400267720, output_fired_time: 0.6766008139, propagate_forward_time: 30.2921619415, propagate_backward_time: 44.0766143799, weight_update_time: 0.1333852410, other_time: 2.7074279785
epoch time: 6.6749477386s, input_fired_time: 0.0912391916, output_fired_time: 0.0000000000, propagate_forward_time: 6.1162900925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674186707
validation[          , genome  4499] predictions:    9685/  10000 (96.85%), best:    9682/10000 (96.82%), error:      1084.73169, best error:      1054.82642 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 78.8385696411s, input_fired_time: 0.7416484356, output_fired_time: 0.6881552935, propagate_forward_time: 30.4265899658, propagate_backward_time: 44.3309097290, weight_update_time: 0.1323328465, other_time: 2.6512680054
epoch time: 6.7043166161s, input_fired_time: 0.0968091264, output_fired_time: 0.0000000000, propagate_forward_time: 6.1230664253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844412804
validation[          , genome  4499] predictions:    9665/  10000 (96.65%), best:    9682/10000 (96.82%), error:      1116.06543, best error:      1054.82642 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 78.5146713257s, input_fired_time: 0.7452600002, output_fired_time: 0.6854964495, propagate_forward_time: 30.2457504272, propagate_backward_time: 44.2116546631, weight_update_time: 0.1312358379, other_time: 2.6265106201
epoch time: 6.6659364700s, input_fired_time: 0.0919910073, output_fired_time: 0.0000000000, propagate_forward_time: 6.1020092964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719362259
validation[          , genome  4499] predictions:    9663/  10000 (96.63%), best:    9682/10000 (96.82%), error:      1231.08423, best error:      1054.82642 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 78.1718902588s, input_fired_time: 0.7320960164, output_fired_time: 0.6723428369, propagate_forward_time: 30.1449298859, propagate_backward_time: 43.9106292725, weight_update_time: 0.1322244853, other_time: 2.7118988037
epoch time: 6.6393523216s, input_fired_time: 0.0931498110, output_fired_time: 0.0000000000, propagate_forward_time: 6.0730910301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731116295
validation[          , genome  4499] predictions:    9663/  10000 (96.63%), best:    9682/10000 (96.82%), error:      1122.87390, best error:      1054.82642 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 78.5985031128s, input_fired_time: 0.7503144145, output_fired_time: 0.6828147173, propagate_forward_time: 30.3016738892, propagate_backward_time: 44.1524925232, weight_update_time: 0.1325798631, other_time: 2.7112083435
epoch time: 6.6255984306s, input_fired_time: 0.0933012143, output_fired_time: 0.0000000000, propagate_forward_time: 6.0588483810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4734487534
validation[          , genome  4499] predictions:    9658/  10000 (96.58%), best:    9682/10000 (96.82%), error:      1169.29517, best error:      1054.82642 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 78.7335739136s, input_fired_time: 0.7442923784, output_fired_time: 0.6738775373, propagate_forward_time: 30.3488616943, propagate_backward_time: 44.2451972961, weight_update_time: 0.1331319064, other_time: 2.7213478088
epoch time: 6.6327228546s, input_fired_time: 0.0916355997, output_fired_time: 0.0000000000, propagate_forward_time: 6.0790247917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4620623589
validation[          , genome  4499] predictions:    9675/  10000 (96.75%), best:    9682/10000 (96.82%), error:      1106.30115, best error:      1054.82642 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 77.7503509521s, input_fired_time: 0.7384262085, output_fired_time: 0.6761840582, propagate_forward_time: 29.9422588348, propagate_backward_time: 43.7184677124, weight_update_time: 0.1319151372, other_time: 2.6750106812
epoch time: 6.6459612846s, input_fired_time: 0.0926687121, output_fired_time: 0.0000000000, propagate_forward_time: 6.0758714676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4774212837
validation[          , genome  4499] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1081.62024, best error:      1054.82642 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 78.7971420288s, input_fired_time: 0.7346388698, output_fired_time: 0.6828464866, propagate_forward_time: 30.3541336060, propagate_backward_time: 44.3614883423, weight_update_time: 0.1311499625, other_time: 2.6640319824
epoch time: 6.6447281837s, input_fired_time: 0.0920586884, output_fired_time: 0.0000000000, propagate_forward_time: 6.0846943855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4679751396
validation[          , genome  4499] predictions:    9668/  10000 (96.68%), best:    9682/10000 (96.82%), error:      1120.49792, best error:      1054.82642 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 78.6263427734s, input_fired_time: 0.7439371943, output_fired_time: 0.6801267862, propagate_forward_time: 30.2950134277, propagate_backward_time: 44.2264709473, weight_update_time: 0.1325160265, other_time: 2.6807937622
epoch time: 6.6417679787s, input_fired_time: 0.0973057076, output_fired_time: 0.0000000000, propagate_forward_time: 6.0642352104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4802269936
validation[          , genome  4499] predictions:    9680/  10000 (96.80%), best:    9682/10000 (96.82%), error:      1106.60852, best error:      1054.82642 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 78.2517166138s, input_fired_time: 0.7435894012, output_fired_time: 0.6860618591, propagate_forward_time: 30.1419143677, propagate_backward_time: 43.9709243774, weight_update_time: 0.1343389750, other_time: 2.7092285156
epoch time: 6.5435829163s, input_fired_time: 0.0912338197, output_fired_time: 0.0000000000, propagate_forward_time: 5.9957032204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4566459656
validation[          , genome  4499] predictions:    9677/  10000 (96.77%), best:    9682/10000 (96.82%), error:      1101.54016, best error:      1054.82642 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 78.4463500977s, input_fired_time: 0.7389175296, output_fired_time: 0.6919952035, propagate_forward_time: 30.1970272064, propagate_backward_time: 44.1167716980, weight_update_time: 0.1330852956, other_time: 2.7016410828
epoch time: 6.5759854317s, input_fired_time: 0.0905368850, output_fired_time: 0.0000000000, propagate_forward_time: 6.0263853073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590630531
validation[          , genome  4499] predictions:    9618/  10000 (96.18%), best:    9682/10000 (96.82%), error:      1252.78162, best error:      1054.82642 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 79.4414901733s, input_fired_time: 0.7534178495, output_fired_time: 0.7013182044, propagate_forward_time: 30.6125545502, propagate_backward_time: 44.6922874451, weight_update_time: 0.1326497197, other_time: 2.6819114685
epoch time: 6.7760481834s, input_fired_time: 0.0921466947, output_fired_time: 0.0000000000, propagate_forward_time: 6.1944441795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4894571304
validation[          , genome  4499] predictions:    9611/  10000 (96.11%), best:    9682/10000 (96.82%), error:      1234.75415, best error:      1054.82642 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 78.6735687256s, input_fired_time: 0.7499261498, output_fired_time: 0.6804420352, propagate_forward_time: 30.3786182404, propagate_backward_time: 44.1363029480, weight_update_time: 0.1328865439, other_time: 2.7282829285
epoch time: 6.5673823357s, input_fired_time: 0.0934498161, output_fired_time: 0.0000000000, propagate_forward_time: 6.0050835609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688491821
validation[          , genome  4499] predictions:    9658/  10000 (96.58%), best:    9682/10000 (96.82%), error:      1148.93921, best error:      1054.82642 on epoch:    63, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 78.1304931641s, input_fired_time: 0.7517814636, output_fired_time: 0.6797571182, propagate_forward_time: 30.0855007172, propagate_backward_time: 43.9116401672, weight_update_time: 0.1339157969, other_time: 2.7018089294
epoch time: 6.4281649590s, input_fired_time: 0.0892407745, output_fired_time: 0.0000000000, propagate_forward_time: 5.8760013580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4629230499
validation[          , genome  4499] predictions:    9668/  10000 (96.68%), best:    9682/10000 (96.82%), error:      1144.35876, best error:      1054.82642 on epoch:    63, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 78.5206909180s, input_fired_time: 0.7538642883, output_fired_time: 0.6762481928, propagate_forward_time: 30.2090301514, propagate_backward_time: 44.1409835815, weight_update_time: 0.1337969601, other_time: 2.7405700684
epoch time: 6.6369299889s, input_fired_time: 0.0936632976, output_fired_time: 0.0000000000, propagate_forward_time: 6.0661597252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771070480
validation[          , genome  4499] predictions:    9648/  10000 (96.48%), best:    9682/10000 (96.82%), error:      1188.70007, best error:      1054.82642 on epoch:    63, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 78.1132125854s, input_fired_time: 0.7396056056, output_fired_time: 0.6780449748, propagate_forward_time: 30.0882434845, propagate_backward_time: 43.8889541626, weight_update_time: 0.1338137984, other_time: 2.7183609009
epoch time: 6.5695371628s, input_fired_time: 0.0930108950, output_fired_time: 0.0000000000, propagate_forward_time: 6.0090599060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674663544
validation[          , genome  4499] predictions:    9663/  10000 (96.63%), best:    9682/10000 (96.82%), error:      1125.15076, best error:      1054.82642 on epoch:    63, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 78.5083923340s, input_fired_time: 0.7406724095, output_fired_time: 0.6815465093, propagate_forward_time: 30.2377357483, propagate_backward_time: 44.1666145325, weight_update_time: 0.1335661113, other_time: 2.6818237305
epoch time: 6.6565146446s, input_fired_time: 0.0913457870, output_fired_time: 0.0000000000, propagate_forward_time: 6.0957636833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694051743
validation[          , genome  4499] predictions:    9673/  10000 (96.73%), best:    9682/10000 (96.82%), error:      1133.82507, best error:      1054.82642 on epoch:    63, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 78.1967315674s, input_fired_time: 0.7420846224, output_fired_time: 0.6743663549, propagate_forward_time: 30.1185722351, propagate_backward_time: 43.9612770081, weight_update_time: 0.1329232305, other_time: 2.7004241943
epoch time: 6.6133151054s, input_fired_time: 0.0925762951, output_fired_time: 0.0000000000, propagate_forward_time: 6.0651679039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555706978
validation[          , genome  4499] predictions:    9643/  10000 (96.43%), best:    9682/10000 (96.82%), error:      1189.31274, best error:      1054.82642 on epoch:    63, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 79.0962677002s, input_fired_time: 0.7584941387, output_fired_time: 0.6921877265, propagate_forward_time: 30.4541950226, propagate_backward_time: 44.5092124939, weight_update_time: 0.1307366490, other_time: 2.6821861267
epoch time: 6.6346292496s, input_fired_time: 0.0970205888, output_fired_time: 0.0000000000, propagate_forward_time: 6.0637888908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4738197327
validation[          , genome  4499] predictions:    9585/  10000 (95.85%), best:    9682/10000 (96.82%), error:      1400.97302, best error:      1054.82642 on epoch:    63, 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: 33.2577514648s, input_fired_time: 0.4741555750, output_fired_time: 0.0000000000, propagate_forward_time: 30.2487049103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5348911285
best training[          , genome  4499] predictions:   49160/  50000 (98.32%), best:    9682/10000 (96.82%), error:      2967.75781, best error:      1054.82642 on epoch:    63, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 6.6073579788s, input_fired_time: 0.0965233147, output_fired_time: 0.0000000000, propagate_forward_time: 6.0342054367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4766292572
   testing[          , genome  4499] predictions:    9716/  10000 (97.16%), best:    9682/10000 (96.82%), error:       941.96222, best error:      1054.82642 on epoch:    63, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:47:46 (2436): called boinc_finish(0)

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