Nameexact_genome_1536319203_163_12148_2
Workunit3945661
Created7 Sep 2018, 15:31:46 UTC
Sent7 Sep 2018, 16:03:39 UTC
Report deadline26 Mar 2019, 16:30:03 UTC
Received13 Sep 2018, 15:58:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID80615
Run time2 days 19 hours 29 min 44 sec
CPU time2 days 19 hours 11 min 24 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size596.95 MB
Peak swap size616.43 MB
Peak disk usage16.63 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
43%), error:     12215.25195, best error:      9887.80664 on epoch:     0, epoch:   15/100, mu: 0.7254050374, learning_rate: 0.0000273411, weight_decay: 0.0001774663

epoch time: 2222.6220703125s, input_fired_time: 42.8092765808, output_fired_time: 20.0027885437, propagate_forward_time: 758.7126464844, propagate_backward_time: 1383.6519775391, weight_update_time: 1.3298981190, other_time: 17.4454345703
epoch time: 157.5796356201s, input_fired_time: 2.4903991222, output_fired_time: 0.0000000000, propagate_forward_time: 152.1949768066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8942565918
validation[          , genome 12148] predictions:    5912/  10000 (59.12%), best:    6643/10000 (66.43%), error:     12255.23730, best error:      9887.80664 on epoch:     0, epoch:   16/100, mu: 0.7361308336, learning_rate: 0.0000256825, weight_decay: 0.0001657917

epoch time: 2222.4611816406s, input_fired_time: 42.8263587952, output_fired_time: 19.9858722687, propagate_forward_time: 756.9984130859, propagate_backward_time: 1385.2009277344, weight_update_time: 1.3325271606, other_time: 17.4495849609
epoch time: 157.9078063965s, input_fired_time: 2.4931957722, output_fired_time: 0.0000000000, propagate_forward_time: 152.5083923340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9062194824
validation[          , genome 12148] predictions:    5678/  10000 (56.78%), best:    6643/10000 (66.43%), error:     12526.51855, best error:      9887.80664 on epoch:     0, epoch:   17/100, mu: 0.7464218140, learning_rate: 0.0000241246, weight_decay: 0.0001548850

epoch time: 2224.9182128906s, input_fired_time: 42.8312416077, output_fired_time: 19.9708328247, propagate_forward_time: 758.5309448242, propagate_backward_time: 1386.1381835938, weight_update_time: 1.3331910372, other_time: 17.4467773438
epoch time: 157.7157440186s, input_fired_time: 2.4995236397, output_fired_time: 0.0000000000, propagate_forward_time: 152.3517608643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8644561768
validation[          , genome 12148] predictions:    5918/  10000 (59.18%), best:    6643/10000 (66.43%), error:     11939.57617, best error:      9887.80664 on epoch:     0, epoch:   18/100, mu: 0.7562956810, learning_rate: 0.0000226612, weight_decay: 0.0001446959

epoch time: 2226.1225585938s, input_fired_time: 42.8462448120, output_fired_time: 19.9288330078, propagate_forward_time: 758.8592529297, propagate_backward_time: 1387.1710205078, weight_update_time: 1.3313015699, other_time: 17.3173828125
epoch time: 157.5016479492s, input_fired_time: 2.5297472477, output_fired_time: 0.0000000000, propagate_forward_time: 152.0719299316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8999633789
validation[          , genome 12148] predictions:    5938/  10000 (59.38%), best:    6643/10000 (66.43%), error:     11840.95020, best error:      9887.80664 on epoch:     0, epoch:   19/100, mu: 0.7657692432, learning_rate: 0.0000212866, weight_decay: 0.0001351771

epoch time: 2227.4082031250s, input_fired_time: 42.8418846130, output_fired_time: 19.8090744019, propagate_forward_time: 758.7525024414, propagate_backward_time: 1388.6184082031, weight_update_time: 1.3382124901, other_time: 17.3864746094
epoch time: 157.1296386719s, input_fired_time: 2.4929292202, output_fired_time: 0.0000000000, propagate_forward_time: 151.7117462158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9249572754
validation[          , genome 12148] predictions:    5793/  10000 (57.93%), best:    6643/10000 (66.43%), error:     12258.67969, best error:      9887.80664 on epoch:     0, epoch:   20/100, mu: 0.7748588324, learning_rate: 0.0000199953, weight_decay: 0.0001262844

epoch time: 2228.2390136719s, input_fired_time: 42.8720321655, output_fired_time: 19.6409416199, propagate_forward_time: 758.6500244141, propagate_backward_time: 1389.5570068359, weight_update_time: 1.3382790089, other_time: 17.5190429688
epoch time: 156.7992248535s, input_fired_time: 2.4996237755, output_fired_time: 0.0000000000, propagate_forward_time: 151.3870086670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9125976563
validation[          , genome 12148] predictions:    5976/  10000 (59.76%), best:    6643/10000 (66.43%), error:     11969.84473, best error:      9887.80664 on epoch:     0, epoch:   21/100, mu: 0.7835799456, learning_rate: 0.0000187824, weight_decay: 0.0001179768

epoch time: 2229.9250488281s, input_fired_time: 42.8755378723, output_fired_time: 19.3397560120, propagate_forward_time: 759.4125366211, propagate_backward_time: 1390.8326416016, weight_update_time: 1.3353016376, other_time: 17.4644775391
epoch time: 158.3813476563s, input_fired_time: 2.5433375835, output_fired_time: 0.0000000000, propagate_forward_time: 152.8857727051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9522399902
validation[          , genome 12148] predictions:    5958/  10000 (59.58%), best:    6643/10000 (66.43%), error:     11785.40820, best error:      9887.80664 on epoch:     0, epoch:   22/100, mu: 0.7919475436, learning_rate: 0.0000176430, weight_decay: 0.0001102157

epoch time: 2231.2775878906s, input_fired_time: 42.8975143433, output_fired_time: 19.1690025330, propagate_forward_time: 759.7819213867, propagate_backward_time: 1391.9377441406, weight_update_time: 1.3344742060, other_time: 17.4914550781
epoch time: 158.0099945068s, input_fired_time: 2.5120110512, output_fired_time: 0.0000000000, propagate_forward_time: 152.6051940918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8927917480
validation[          , genome 12148] predictions:    5937/  10000 (59.37%), best:    6643/10000 (66.43%), error:     11773.13867, best error:      9887.80664 on epoch:     0, epoch:   23/100, mu: 0.7999759316, learning_rate: 0.0000165728, weight_decay: 0.0001029651

epoch time: 2233.0466308594s, input_fired_time: 42.9176673889, output_fired_time: 18.8500213623, propagate_forward_time: 760.8479614258, propagate_backward_time: 1392.9781494141, weight_update_time: 1.3368767500, other_time: 17.4527587891
epoch time: 157.2093505859s, input_fired_time: 2.5113017559, output_fired_time: 0.0000000000, propagate_forward_time: 151.7900695801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9079742432
validation[          , genome 12148] predictions:    6142/  10000 (61.42%), best:    6643/10000 (66.43%), error:     11470.68359, best error:      9887.80664 on epoch:     0, epoch:   24/100, mu: 0.8076788783, learning_rate: 0.0000155675, weight_decay: 0.0000961916

epoch time: 2231.6154785156s, input_fired_time: 42.9331169128, output_fired_time: 18.2538452148, propagate_forward_time: 759.7919311523, propagate_backward_time: 1393.2897949219, weight_update_time: 1.3334813118, other_time: 17.3466796875
epoch time: 157.6581115723s, input_fired_time: 2.5109188557, output_fired_time: 0.0000000000, propagate_forward_time: 152.2703247070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8768615723
validation[          , genome 12148] predictions:    6070/  10000 (60.70%), best:    6643/10000 (66.43%), error:     11552.48828, best error:      9887.80664 on epoch:     0, epoch:   25/100, mu: 0.8150695562, learning_rate: 0.0000146232, weight_decay: 0.0000898636

epoch time: 2232.8432617188s, input_fired_time: 42.9509391785, output_fired_time: 18.2106990814, propagate_forward_time: 760.2416992188, propagate_backward_time: 1394.1192626953, weight_update_time: 1.3378217220, other_time: 17.3206787109
epoch time: 157.8537445068s, input_fired_time: 2.5198481083, output_fired_time: 0.0000000000, propagate_forward_time: 152.4560394287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8778533936
validation[          , genome 12148] predictions:    6135/  10000 (61.35%), best:    6643/10000 (66.43%), error:     11486.08203, best error:      9887.80664 on epoch:     0, epoch:   26/100, mu: 0.8221606612, learning_rate: 0.0000137361, weight_decay: 0.0000839519

epoch time: 2234.7736816406s, input_fired_time: 42.9843750000, output_fired_time: 17.9203681946, propagate_forward_time: 761.3308105469, propagate_backward_time: 1395.2766113281, weight_update_time: 1.3348764181, other_time: 17.2614746094
epoch time: 157.8368988037s, input_fired_time: 2.5145437717, output_fired_time: 0.0000000000, propagate_forward_time: 152.4221496582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9002075195
validation[          , genome 12148] predictions:    6090/  10000 (60.90%), best:    6643/10000 (66.43%), error:     11532.89746, best error:      9887.80664 on epoch:     0, epoch:   27/100, mu: 0.8289642930, learning_rate: 0.0000129029, weight_decay: 0.0000784291

epoch time: 2233.8085937500s, input_fired_time: 42.9389801025, output_fired_time: 17.6741027832, propagate_forward_time: 759.7592773438, propagate_backward_time: 1395.9036865234, weight_update_time: 1.3332264423, other_time: 17.5325927734
epoch time: 157.8900299072s, input_fired_time: 2.5292942524, output_fired_time: 0.0000000000, propagate_forward_time: 152.4459075928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9148254395
validation[          , genome 12148] predictions:    6177/  10000 (61.77%), best:    6643/10000 (66.43%), error:     11373.47949, best error:      9887.80664 on epoch:     0, epoch:   28/100, mu: 0.8354921341, learning_rate: 0.0000121202, weight_decay: 0.0000732696

epoch time: 2232.3789062500s, input_fired_time: 42.9048042297, output_fired_time: 17.5146675110, propagate_forward_time: 759.3217773438, propagate_backward_time: 1395.1622314453, weight_update_time: 1.3342236280, other_time: 17.4754638672
epoch time: 156.4319458008s, input_fired_time: 2.5035042763, output_fired_time: 0.0000000000, propagate_forward_time: 151.0229492188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9054870605
validation[          , genome 12148] predictions:    6096/  10000 (60.96%), best:    6643/10000 (66.43%), error:     11582.57227, best error:      9887.80664 on epoch:     0, epoch:   29/100, mu: 0.8417553902, learning_rate: 0.0000113850, weight_decay: 0.0000684496

epoch time: 2231.0786132813s, input_fired_time: 42.9440193176, output_fired_time: 17.4801349640, propagate_forward_time: 757.9290771484, propagate_backward_time: 1395.3157958984, weight_update_time: 1.3346250057, other_time: 17.4094238281
epoch time: 157.3196868896s, input_fired_time: 2.5286810398, output_fired_time: 0.0000000000, propagate_forward_time: 151.8806152344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9103851318
validation[          , genome 12148] predictions:    6247/  10000 (62.47%), best:    6643/10000 (66.43%), error:     11292.11816, best error:      9887.80664 on epoch:     0, epoch:   30/100, mu: 0.8477647305, learning_rate: 0.0000106943, weight_decay: 0.0000639466

epoch time: 2230.7209472656s, input_fired_time: 42.9591217041, output_fired_time: 17.3636074066, propagate_forward_time: 757.1431274414, propagate_backward_time: 1395.7773437500, weight_update_time: 1.3412920237, other_time: 17.4777832031
epoch time: 157.5528106689s, input_fired_time: 2.5219607353, output_fired_time: 0.0000000000, propagate_forward_time: 152.0873565674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9434967041
validation[          , genome 12148] predictions:    6254/  10000 (62.54%), best:    6643/10000 (66.43%), error:     11162.72363, best error:      9887.80664 on epoch:     0, epoch:   31/100, mu: 0.8535304666, learning_rate: 0.0000100456, weight_decay: 0.0000597399

epoch time: 2234.1345214844s, input_fired_time: 43.0013084412, output_fired_time: 17.2406959534, propagate_forward_time: 759.3851318359, propagate_backward_time: 1397.0363769531, weight_update_time: 1.3370838165, other_time: 17.4710693359
epoch time: 156.8316345215s, input_fired_time: 2.5151138306, output_fired_time: 0.0000000000, propagate_forward_time: 151.4070281982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9095001221
validation[          , genome 12148] predictions:    6106/  10000 (61.06%), best:    6643/10000 (66.43%), error:     11339.89258, best error:      9887.80664 on epoch:     0, epoch:   32/100, mu: 0.8590624928, learning_rate: 0.0000094362, weight_decay: 0.0000558099

epoch time: 2234.3017578125s, input_fired_time: 42.9938087463, output_fired_time: 17.0611228943, propagate_forward_time: 759.6621093750, propagate_backward_time: 1396.9891357422, weight_update_time: 1.3371008635, other_time: 17.5955810547
epoch time: 157.6672668457s, input_fired_time: 2.5750930309, output_fired_time: 0.0000000000, propagate_forward_time: 152.1719970703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9201812744
validation[          , genome 12148] predictions:    6215/  10000 (62.15%), best:    6643/10000 (66.43%), error:     11085.89063, best error:      9887.80664 on epoch:     0, epoch:   33/100, mu: 0.8643702865, learning_rate: 0.0000088638, weight_decay: 0.0000521384

epoch time: 2234.4211425781s, input_fired_time: 43.1245002747, output_fired_time: 17.0510692596, propagate_forward_time: 757.7796630859, propagate_backward_time: 1398.9088134766, weight_update_time: 1.3428578377, other_time: 17.5571289063
epoch time: 155.6904754639s, input_fired_time: 2.5050344467, output_fired_time: 0.0000000000, propagate_forward_time: 150.2637939453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9216461182
validation[          , genome 12148] predictions:    6192/  10000 (61.92%), best:    6643/10000 (66.43%), error:     11294.63672, best error:      9887.80664 on epoch:     0, epoch:   34/100, mu: 0.8694629073, learning_rate: 0.0000083261, weight_decay: 0.0000487085

epoch time: 2225.1259765625s, input_fired_time: 42.9107017517, output_fired_time: 16.9965419769, propagate_forward_time: 753.8820800781, propagate_backward_time: 1394.0080566406, weight_update_time: 1.3338930607, other_time: 17.3286132813
epoch time: 156.4851989746s, input_fired_time: 2.5219607353, output_fired_time: 0.0000000000, propagate_forward_time: 151.0725402832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8907012939
validation[          , genome 12148] predictions:    6235/  10000 (62.35%), best:    6643/10000 (66.43%), error:     11190.93848, best error:      9887.80664 on epoch:     0, epoch:   35/100, mu: 0.8743490577, learning_rate: 0.0000078211, weight_decay: 0.0000455042

epoch time: 2224.7661132813s, input_fired_time: 42.8794479370, output_fired_time: 16.7984733582, propagate_forward_time: 752.9817504883, propagate_backward_time: 1394.7388916016, weight_update_time: 1.3336981535, other_time: 17.3675537109
epoch time: 156.4288787842s, input_fired_time: 2.5464429855, output_fired_time: 0.0000000000, propagate_forward_time: 150.9707183838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9117126465
validation[          , genome 12148] predictions:    6266/  10000 (62.66%), best:    6643/10000 (66.43%), error:     10999.64648, best error:      9887.80664 on epoch:     0, epoch:   36/100, mu: 0.8790371418, learning_rate: 0.0000073466, weight_decay: 0.0000425107

epoch time: 2226.8071289063s, input_fired_time: 42.9082641602, output_fired_time: 16.8468151093, propagate_forward_time: 755.1967773438, propagate_backward_time: 1394.4223632813, weight_update_time: 1.3316968679, other_time: 17.4328613281
epoch time: 156.3254852295s, input_fired_time: 2.5361754894, output_fired_time: 0.0000000000, propagate_forward_time: 150.9023132324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8869934082
validation[          , genome 12148] predictions:    6219/  10000 (62.19%), best:    6643/10000 (66.43%), error:     11122.34961, best error:      9887.80664 on epoch:     0, epoch:   37/100, mu: 0.8835352063, learning_rate: 0.0000069010, weight_decay: 0.0000397141

epoch time: 2226.8977050781s, input_fired_time: 42.9536437988, output_fired_time: 16.8281784058, propagate_forward_time: 753.3928833008, propagate_backward_time: 1396.1961669922, weight_update_time: 1.3358418941, other_time: 17.5269775391
epoch time: 156.5636138916s, input_fired_time: 2.5314009190, output_fired_time: 0.0000000000, propagate_forward_time: 151.1249084473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9073028564
validation[          , genome 12148] predictions:    6270/  10000 (62.70%), best:    6643/10000 (66.43%), error:     11015.12109, best error:      9887.80664 on epoch:     0, epoch:   38/100, mu: 0.8878509402, learning_rate: 0.0000064824, weight_decay: 0.0000371015

epoch time: 2227.9445800781s, input_fired_time: 42.9756278992, output_fired_time: 16.7866134644, propagate_forward_time: 754.0009155273, propagate_backward_time: 1396.8927001953, weight_update_time: 1.3344218731, other_time: 17.2886962891
epoch time: 156.8157348633s, input_fired_time: 2.5348873138, output_fired_time: 0.0000000000, propagate_forward_time: 151.3767395020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9041137695
validation[          , genome 12148] predictions:    6296/  10000 (62.96%), best:    6643/10000 (66.43%), error:     10976.32227, best error:      9887.80664 on epoch:     0, epoch:   39/100, mu: 0.8919917345, learning_rate: 0.0000060891, weight_decay: 0.0000346608

epoch time: 2229.7775878906s, input_fired_time: 42.9675636292, output_fired_time: 16.7786293030, propagate_forward_time: 755.8446655273, propagate_backward_time: 1396.7735595703, weight_update_time: 1.3331506252, other_time: 17.4132080078
epoch time: 156.5731048584s, input_fired_time: 2.5306334496, output_fired_time: 0.0000000000, propagate_forward_time: 151.1365966797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9058685303
validation[          , genome 12148] predictions:    6210/  10000 (62.10%), best:    6643/10000 (66.43%), error:     11167.42285, best error:      9887.80664 on epoch:     0, epoch:   40/100, mu: 0.8959646821, learning_rate: 0.0000057198, weight_decay: 0.0000323806

epoch time: 2229.5063476563s, input_fired_time: 42.9991073608, output_fired_time: 16.7532501221, propagate_forward_time: 754.9805297852, propagate_backward_time: 1397.3287353516, weight_update_time: 1.3336039782, other_time: 17.4449462891
epoch time: 156.7316436768s, input_fired_time: 2.5365228653, output_fired_time: 0.0000000000, propagate_forward_time: 151.2947540283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9003601074
validation[          , genome 12148] predictions:    6313/  10000 (63.13%), best:    6643/10000 (66.43%), error:     10844.22949, best error:      9887.80664 on epoch:     0, epoch:   41/100, mu: 0.8997765779, learning_rate: 0.0000053728, weight_decay: 0.0000302505

epoch time: 2229.9777832031s, input_fired_time: 42.9889183044, output_fired_time: 16.7116947174, propagate_forward_time: 754.6646728516, propagate_backward_time: 1398.1851806641, weight_update_time: 1.3345950842, other_time: 17.4272460938
epoch time: 157.0292358398s, input_fired_time: 2.5457367897, output_fired_time: 0.0000000000, propagate_forward_time: 151.5766143799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9068908691
validation[          , genome 12148] predictions:    6376/  10000 (63.76%), best:    6643/10000 (66.43%), error:     10845.30371, best error:      9887.80664 on epoch:     0, epoch:   42/100, mu: 0.9034339190, learning_rate: 0.0000050469, weight_decay: 0.0000282605

epoch time: 2232.9318847656s, input_fired_time: 43.0407028198, output_fired_time: 16.7401237488, propagate_forward_time: 757.7768554688, propagate_backward_time: 1397.9685058594, weight_update_time: 1.3338782787, other_time: 17.4055175781
epoch time: 160.8672637939s, input_fired_time: 2.5866684914, output_fired_time: 0.0000000000, propagate_forward_time: 155.3094482422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9711456299
validation[          , genome 12148] predictions:    6336/  10000 (63.36%), best:    6643/10000 (66.43%), error:     10869.42871, best error:      9887.80664 on epoch:     0, epoch:   43/100, mu: 0.9069430232, learning_rate: 0.0000047407, weight_decay: 0.0000264013

epoch time: 2225.3259277344s, input_fired_time: 42.9187927246, output_fired_time: 16.6975269318, propagate_forward_time: 751.7191162109, propagate_backward_time: 1396.6790771484, weight_update_time: 1.3363392353, other_time: 17.3115234375
epoch time: 156.1006622314s, input_fired_time: 2.5437307358, output_fired_time: 0.0000000000, propagate_forward_time: 150.6880798340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8688507080
validation[          , genome 12148] predictions:    6382/  10000 (63.82%), best:    6643/10000 (66.43%), error:     10776.10742, best error:      9887.80664 on epoch:     0, epoch:   44/100, mu: 0.9103098512, learning_rate: 0.0000044532, weight_decay: 0.0000246645

epoch time: 2227.9487304688s, input_fired_time: 42.9668273926, output_fired_time: 16.6397342682, propagate_forward_time: 754.3197631836, propagate_backward_time: 1396.7170410156, weight_update_time: 1.3347138166, other_time: 17.3054199219
epoch time: 156.2044830322s, input_fired_time: 2.5560162067, output_fired_time: 0.0000000000, propagate_forward_time: 150.7302398682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9182281494
validation[          , genome 12148] predictions:    6384/  10000 (63.84%), best:    6643/10000 (66.43%), error:     10809.27637, best error:      9887.80664 on epoch:     0, epoch:   45/100, mu: 0.9135402441, learning_rate: 0.0000041830, weight_decay: 0.0000230420

epoch time: 2227.9606933594s, input_fired_time: 42.9765167236, output_fired_time: 16.6606044769, propagate_forward_time: 753.3338623047, propagate_backward_time: 1397.6503906250, weight_update_time: 1.3300490379, other_time: 17.3392333984
epoch time: 156.6071166992s, input_fired_time: 2.5540862083, output_fired_time: 0.0000000000, propagate_forward_time: 151.1338043213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9192199707
validation[          , genome 12148] predictions:    6459/  10000 (64.59%), best:    6643/10000 (66.43%), error:     10652.18262, best error:      9887.80664 on epoch:     0, epoch:   46/100, mu: 0.9166396856, learning_rate: 0.0000039293, weight_decay: 0.0000215261

epoch time: 2229.1223144531s, input_fired_time: 43.0328483582, output_fired_time: 16.7473411560, propagate_forward_time: 753.7335205078, propagate_backward_time: 1398.1203613281, weight_update_time: 1.3343638182, other_time: 17.4881591797
epoch time: 156.3757324219s, input_fired_time: 2.5501713753, output_fired_time: 0.0000000000, propagate_forward_time: 150.9203948975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9051666260
validation[          , genome 12148] predictions:    6382/  10000 (63.82%), best:    6643/10000 (66.43%), error:     10722.33984, best error:      9887.80664 on epoch:     0, epoch:   47/100, mu: 0.9196134806, learning_rate: 0.0000036909, weight_decay: 0.0000201100

epoch time: 2229.1738281250s, input_fired_time: 43.0135383606, output_fired_time: 16.6624641418, propagate_forward_time: 753.9915161133, propagate_backward_time: 1398.0355224609, weight_update_time: 1.3336639404, other_time: 17.4710693359
epoch time: 156.3041076660s, input_fired_time: 2.5517513752, output_fired_time: 0.0000000000, propagate_forward_time: 150.8269805908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9253692627
validation[          , genome 12148] predictions:    6433/  10000 (64.33%), best:    6643/10000 (66.43%), error:     10730.80176, best error:      9887.80664 on epoch:     0, epoch:   48/100, mu: 0.9224666953, learning_rate: 0.0000034670, weight_decay: 0.0000187871

epoch time: 2229.8908691406s, input_fired_time: 43.0598640442, output_fired_time: 16.6921939850, propagate_forward_time: 754.1313476563, propagate_backward_time: 1398.5725097656, weight_update_time: 1.3264465332, other_time: 17.4350585938
epoch time: 156.3308410645s, input_fired_time: 2.5616939068, output_fired_time: 0.0000000000, propagate_forward_time: 150.8982391357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8709106445
validation[          , genome 12148] predictions:    6416/  10000 (64.16%), best:    6643/10000 (66.43%), error:     10638.48535, best error:      9887.80664 on epoch:     0, epoch:   49/100, mu: 0.9252042770, learning_rate: 0.0000032567, weight_decay: 0.0000175512

epoch time: 2232.2504882813s, input_fired_time: 43.0822410583, output_fired_time: 16.6738014221, propagate_forward_time: 756.1497192383, propagate_backward_time: 1398.9465332031, weight_update_time: 1.3478974104, other_time: 17.3981933594
epoch time: 156.4485931396s, input_fired_time: 2.5572683811, output_fired_time: 0.0000000000, propagate_forward_time: 151.0031127930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8882141113
validation[          , genome 12148] predictions:    6451/  10000 (64.51%), best:    6643/10000 (66.43%), error:     10578.14941, best error:      9887.80664 on epoch:     0, epoch:   50/100, mu: 0.9278308749, learning_rate: 0.0000030592, weight_decay: 0.0000163966

epoch time: 2231.2302246094s, input_fired_time: 43.0515785217, output_fired_time: 16.7031135559, propagate_forward_time: 755.3610839844, propagate_backward_time: 1398.7651367188, weight_update_time: 1.3317561150, other_time: 17.3493652344
epoch time: 156.0256652832s, input_fired_time: 2.5411794186, output_fired_time: 0.0000000000, propagate_forward_time: 150.5756988525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9087829590
validation[          , genome 12148] predictions:    6338/  10000 (63.38%), best:    6643/10000 (66.43%), error:     10806.32715, best error:      9887.80664 on epoch:     0, epoch:   51/100, mu: 0.9303510189, learning_rate: 0.0000028736, weight_decay: 0.0000153179

epoch time: 2247.4641113281s, input_fired_time: 43.2670669556, output_fired_time: 16.7295703888, propagate_forward_time: 763.2310180664, propagate_backward_time: 1406.7290039063, weight_update_time: 1.3395981789, other_time: 17.5075683594
epoch time: 157.7756805420s, input_fired_time: 2.5677895546, output_fired_time: 0.0000000000, propagate_forward_time: 152.3119201660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8959655762
validation[          , genome 12148] predictions:    6450/  10000 (64.50%), best:    6643/10000 (66.43%), error:     10592.13574, best error:      9887.80664 on epoch:     0, epoch:   52/100, mu: 0.9327690005, learning_rate: 0.0000026993, weight_decay: 0.0000143102

epoch time: 2247.1818847656s, input_fired_time: 43.2796745300, output_fired_time: 16.7735958099, propagate_forward_time: 762.5490722656, propagate_backward_time: 1407.1752929688, weight_update_time: 1.3400536776, other_time: 17.4040527344
epoch time: 158.4980621338s, input_fired_time: 2.5725312233, output_fired_time: 0.0000000000, propagate_forward_time: 153.0287322998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8968048096
validation[          , genome 12148] predictions:    6399/  10000 (63.99%), best:    6643/10000 (66.43%), error:     10621.86719, best error:      9887.80664 on epoch:     0, epoch:   53/100, mu: 0.9350889325, learning_rate: 0.0000025355, weight_decay: 0.0000133688

epoch time: 2246.9643554688s, input_fired_time: 43.2645912170, output_fired_time: 16.7610340118, propagate_forward_time: 762.3792724609, propagate_backward_time: 1407.1766357422, weight_update_time: 1.3360807896, other_time: 17.3828125000
epoch time: 158.0415344238s, input_fired_time: 2.5846655369, output_fired_time: 0.0000000000, propagate_forward_time: 152.5935821533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8632812500
validation[          , genome 12148] predictions:    6429/  10000 (64.29%), best:    6643/10000 (66.43%), error:     10629.72852, best error:      9887.80664 on epoch:     0, epoch:   54/100, mu: 0.9373148680, learning_rate: 0.0000023817, weight_decay: 0.0000124894

epoch time: 2248.3696289063s, input_fired_time: 43.3173484802, output_fired_time: 16.7487926483, propagate_forward_time: 763.4219970703, propagate_backward_time: 1407.5028076172, weight_update_time: 1.3353230953, other_time: 17.3786621094
epoch time: 158.1299743652s, input_fired_time: 2.5838801861, output_fired_time: 0.0000000000, propagate_forward_time: 152.6684722900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8776245117
validation[          , genome 12148] predictions:    6440/  10000 (64.40%), best:    6643/10000 (66.43%), error:     10539.76270, best error:      9887.80664 on epoch:     0, epoch:   55/100, mu: 0.9394505620, learning_rate: 0.0000022373, weight_decay: 0.0000116678

epoch time: 2248.4985351563s, input_fired_time: 43.2816276550, output_fired_time: 16.7608032227, propagate_forward_time: 762.9875488281, propagate_backward_time: 1408.0650634766, weight_update_time: 1.3376227617, other_time: 17.4034423828
epoch time: 160.1967315674s, input_fired_time: 2.6057264805, output_fired_time: 0.0000000000, propagate_forward_time: 154.6369781494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9540252686
validation[          , genome 12148] predictions:    6490/  10000 (64.90%), best:    6643/10000 (66.43%), error:     10538.69238, best error:      9887.80664 on epoch:     0, epoch:   56/100, mu: 0.9414996505, learning_rate: 0.0000021016, weight_decay: 0.0000109002

epoch time: 2249.2971191406s, input_fired_time: 43.3101196289, output_fired_time: 16.8133697510, propagate_forward_time: 763.2760009766, propagate_backward_time: 1408.3269042969, weight_update_time: 1.3340547085, other_time: 17.5706787109
epoch time: 158.7373962402s, input_fired_time: 2.5963845253, output_fired_time: 0.0000000000, propagate_forward_time: 153.1944732666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9465332031
validation[          , genome 12148] predictions:    6412/  10000 (64.12%), best:    6643/10000 (66.43%), error:     10641.45117, best error:      9887.80664 on epoch:     0, epoch:   57/100, mu: 0.9434657097, learning_rate: 0.0000019741, weight_decay: 0.0000101831

epoch time: 2249.1767578125s, input_fired_time: 43.2583351135, output_fired_time: 16.8355560303, propagate_forward_time: 763.0229492188, propagate_backward_time: 1408.5750732422, weight_update_time: 1.3390828371, other_time: 17.4849853516
epoch time: 158.4585266113s, input_fired_time: 2.6005606651, output_fired_time: 0.0000000000, propagate_forward_time: 152.9706878662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8872833252
validation[          , genome 12148] predictions:    6464/  10000 (64.64%), best:    6643/10000 (66.43%), error:     10534.46582, best error:      9887.80664 on epoch:     0, epoch:   58/100, mu: 0.9453520775, learning_rate: 0.0000018543, weight_decay: 0.0000095132

epoch time: 2248.1220703125s, input_fired_time: 43.2864723206, output_fired_time: 16.7717399597, propagate_forward_time: 762.3179321289, propagate_backward_time: 1408.3165283203, weight_update_time: 1.3433079720, other_time: 17.4295654297
epoch time: 157.8955993652s, input_fired_time: 2.5782237053, output_fired_time: 0.0000000000, propagate_forward_time: 152.4335174561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8838653564
validation[          , genome 12148] predictions:    6335/  10000 (63.35%), best:    6643/10000 (66.43%), error:     10667.50293, best error:      9887.80664 on epoch:     0, epoch:   59/100, mu: 0.9471619725, learning_rate: 0.0000017418, weight_decay: 0.0000088874

epoch time: 2251.7822265625s, input_fired_time: 43.3135948181, output_fired_time: 16.7650032043, propagate_forward_time: 764.4760742188, propagate_backward_time: 1409.7130126953, weight_update_time: 1.3448895216, other_time: 17.5147705078
epoch time: 158.8399963379s, input_fired_time: 2.5896315575, output_fired_time: 0.0000000000, propagate_forward_time: 153.3382263184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9121398926
validation[          , genome 12148] predictions:    6420/  10000 (64.20%), best:    6643/10000 (66.43%), error:     10484.93164, best error:      9887.80664 on epoch:     0, epoch:   60/100, mu: 0.9488984942, learning_rate: 0.0000016362, weight_decay: 0.0000083027

epoch time: 2250.2910156250s, input_fired_time: 43.3462409973, output_fired_time: 16.7704792023, propagate_forward_time: 763.3884277344, propagate_backward_time: 1409.3436279297, weight_update_time: 1.3389757872, other_time: 17.4422607422
epoch time: 158.9330749512s, input_fired_time: 2.5965123177, output_fired_time: 0.0000000000, propagate_forward_time: 153.3963470459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9402160645
validation[          , genome 12148] predictions:    6468/  10000 (64.68%), best:    6643/10000 (66.43%), error:     10494.30566, best error:      9887.80664 on epoch:     0, epoch:   61/100, mu: 0.9505646229, learning_rate: 0.0000015369, weight_decay: 0.0000077565

epoch time: 2251.1286621094s, input_fired_time: 43.3113441467, output_fired_time: 16.7258338928, propagate_forward_time: 764.5110473633, propagate_backward_time: 1409.0568847656, weight_update_time: 1.3392279148, other_time: 17.5236816406
epoch time: 158.8245239258s, input_fired_time: 2.5892257690, output_fired_time: 0.0000000000, propagate_forward_time: 153.3059082031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9293823242
validation[          , genome 12148] predictions:    6490/  10000 (64.90%), best:    6643/10000 (66.43%), error:     10386.40039, best error:      9887.80664 on epoch:     0, epoch:   62/100, mu: 0.9521632195, learning_rate: 0.0000014437, weight_decay: 0.0000072463

epoch time: 2251.8427734375s, input_fired_time: 43.3562965393, output_fired_time: 16.7955284119, propagate_forward_time: 764.3339233398, propagate_backward_time: 1409.8398437500, weight_update_time: 1.3416631222, other_time: 17.5173339844
epoch time: 158.9376068115s, input_fired_time: 2.6028862000, output_fired_time: 0.0000000000, propagate_forward_time: 153.4202117920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9145050049
validation[          , genome 12148] predictions:    6457/  10000 (64.57%), best:    6643/10000 (66.43%), error:     10464.49023, best error:      9887.80664 on epoch:     0, epoch:   63/100, mu: 0.9536969662, learning_rate: 0.0000013561, weight_decay: 0.0000067696

epoch time: 2251.1477050781s, input_fired_time: 43.3568038940, output_fired_time: 16.7772159576, propagate_forward_time: 763.9990844727, propagate_backward_time: 1409.5263671875, weight_update_time: 1.3367197514, other_time: 17.4885253906
epoch time: 158.5605468750s, input_fired_time: 2.5987503529, output_fired_time: 0.0000000000, propagate_forward_time: 153.0481567383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9136352539
validation[          , genome 12148] predictions:    6540/  10000 (65.40%), best:    6643/10000 (66.43%), error:     10312.06836, best error:      9887.80664 on epoch:     0, epoch:   64/100, mu: 0.9551685452, learning_rate: 0.0000012739, weight_decay: 0.0000063242

epoch time: 2253.2141113281s, input_fired_time: 43.4050979614, output_fired_time: 16.8287830353, propagate_forward_time: 765.1250000000, propagate_backward_time: 1410.4089355469, weight_update_time: 1.3352783918, other_time: 17.4462890625
epoch time: 158.9909973145s, input_fired_time: 2.5965197086, output_fired_time: 0.0000000000, propagate_forward_time: 153.4829406738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9115295410
validation[          , genome 12148] predictions:    6520/  10000 (65.20%), best:    6643/10000 (66.43%), error:     10385.98535, best error:      9887.80664 on epoch:     0, epoch:   65/100, mu: 0.9565805197, learning_rate: 0.0000011966, weight_decay: 0.0000059082

epoch time: 2254.2458496094s, input_fired_time: 43.3711967468, output_fired_time: 16.8083419800, propagate_forward_time: 765.9887695313, propagate_backward_time: 1410.6607666016, weight_update_time: 1.3386874199, other_time: 17.4168701172
epoch time: 159.3085784912s, input_fired_time: 2.6164755821, output_fired_time: 0.0000000000, propagate_forward_time: 153.7564086914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9356994629
validation[          , genome 12148] predictions:    6482/  10000 (64.82%), best:    6643/10000 (66.43%), error:     10358.78809, best error:      9887.80664 on epoch:     0, epoch:   66/100, mu: 0.9579352140, learning_rate: 0.0000011240, weight_decay: 0.0000055195

epoch time: 2253.9289550781s, input_fired_time: 43.4080848694, output_fired_time: 16.8354454041, propagate_forward_time: 765.4952392578, propagate_backward_time: 1410.6970214844, weight_update_time: 1.3345061541, other_time: 17.4930419922
epoch time: 158.7723999023s, input_fired_time: 2.6037600040, output_fired_time: 0.0000000000, propagate_forward_time: 153.2624816895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9061584473
validation[          , genome 12148] predictions:    6504/  10000 (65.04%), best:    6643/10000 (66.43%), error:     10394.23535, best error:      9887.80664 on epoch:     0, epoch:   67/100, mu: 0.9592350125, learning_rate: 0.0000010558, weight_decay: 0.0000051564

epoch time: 2254.2587890625s, input_fired_time: 43.3876190186, output_fired_time: 16.7893314362, propagate_forward_time: 765.5606079102, propagate_backward_time: 1410.9664306641, weight_update_time: 1.3409729004, other_time: 17.5548095703
epoch time: 159.2242126465s, input_fired_time: 2.6113364697, output_fired_time: 0.0000000000, propagate_forward_time: 153.7180175781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8948516846
validation[          , genome 12148] predictions:    6456/  10000 (64.56%), best:    6643/10000 (66.43%), error:     10417.40332, best error:      9887.80664 on epoch:     0, epoch:   68/100, mu: 0.9604821205, learning_rate: 0.0000009918, weight_decay: 0.0000048172

epoch time: 2254.7937011719s, input_fired_time: 43.4203186035, output_fired_time: 16.7730751038, propagate_forward_time: 765.3344726563, propagate_backward_time: 1411.7503662109, weight_update_time: 1.3426018953, other_time: 17.5152587891
epoch time: 159.4046936035s, input_fired_time: 2.6135165691, output_fired_time: 0.0000000000, propagate_forward_time: 153.8759765625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9152069092
validation[          , genome 12148] predictions:    6468/  10000 (64.68%), best:    6643/10000 (66.43%), error:     10403.31543, best error:      9887.80664 on epoch:     0, epoch:   69/100, mu: 0.9616786838, learning_rate: 0.0000009316, weight_decay: 0.0000045003

epoch time: 2255.0031738281s, input_fired_time: 43.3976287842, output_fired_time: 16.7944869995, propagate_forward_time: 765.5631713867, propagate_backward_time: 1411.7717285156, weight_update_time: 1.3433336020, other_time: 17.4760742188
epoch time: 158.6479339600s, input_fired_time: 2.6203608513, output_fired_time: 0.0000000000, propagate_forward_time: 153.0839996338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9435729980
validation[          , genome 12148] predictions:    6471/  10000 (64.71%), best:    6643/10000 (66.43%), error:     10498.72461, best error:      9887.80664 on epoch:     0, epoch:   70/100, mu: 0.9628267288, learning_rate: 0.0000008751, weight_decay: 0.0000042043

epoch time: 2256.0393066406s, input_fired_time: 43.4312705994, output_fired_time: 16.7941417694, propagate_forward_time: 766.1536254883, propagate_backward_time: 1412.1811523438, weight_update_time: 1.3422131538, other_time: 17.4792480469
epoch time: 159.3954315186s, input_fired_time: 2.5983824730, output_fired_time: 0.0000000000, propagate_forward_time: 153.9092559814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8877868652
validation[          , genome 12148] predictions:    6508/  10000 (65.08%), best:    6643/10000 (66.43%), error:     10346.69336, best error:      9887.80664 on epoch:     0, epoch:   71/100, mu: 0.9639282227, learning_rate: 0.0000008220, weight_decay: 0.0000039277

epoch time: 2250.3745117188s, input_fired_time: 43.3433113098, output_fired_time: 16.7211723328, propagate_forward_time: 762.3995361328, propagate_backward_time: 1410.4593505859, weight_update_time: 1.3404215574, other_time: 17.4511718750
epoch time: 157.7419738770s, input_fired_time: 2.5971684456, output_fired_time: 0.0000000000, propagate_forward_time: 152.2442779541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9005279541
validation[          , genome 12148] predictions:    6566/  10000 (65.66%), best:    6643/10000 (66.43%), error:     10281.96582, best error:      9887.80664 on epoch:     0, epoch:   72/100, mu: 0.9649850726, learning_rate: 0.0000007721, weight_decay: 0.0000036693

epoch time: 2244.5476074219s, input_fired_time: 43.2819404602, output_fired_time: 16.7250061035, propagate_forward_time: 760.4694213867, propagate_backward_time: 1406.6909179688, weight_update_time: 1.3345311880, other_time: 17.3801269531
epoch time: 158.0138549805s, input_fired_time: 2.5966739655, output_fired_time: 0.0000000000, propagate_forward_time: 152.5244140625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8927612305
validation[          , genome 12148] predictions:    6502/  10000 (65.02%), best:    6643/10000 (66.43%), error:     10327.00781, best error:      9887.80664 on epoch:     0, epoch:   73/100, mu: 0.9659990668, learning_rate: 0.0000007253, weight_decay: 0.0000034279

epoch time: 2244.5756835938s, input_fired_time: 43.2952804565, output_fired_time: 16.7213726044, propagate_forward_time: 760.4085083008, propagate_backward_time: 1406.7580566406, weight_update_time: 1.3366045952, other_time: 17.3925781250
epoch time: 157.7491607666s, input_fired_time: 2.5951340199, output_fired_time: 0.0000000000, propagate_forward_time: 152.2809448242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8730773926
validation[          , genome 12148] predictions:    6525/  10000 (65.25%), best:    6643/10000 (66.43%), error:     10352.57520, best error:      9887.80664 on epoch:     0, epoch:   74/100, mu: 0.9669719934, learning_rate: 0.0000006813, weight_decay: 0.0000032024

epoch time: 2245.4379882813s, input_fired_time: 43.2834587097, output_fired_time: 16.7209472656, propagate_forward_time: 761.1791992188, propagate_backward_time: 1406.8790283203, weight_update_time: 1.3353437185, other_time: 17.3753662109
epoch time: 157.8288726807s, input_fired_time: 2.5986878872, output_fired_time: 0.0000000000, propagate_forward_time: 152.2966918945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9334869385
validation[          , genome 12148] predictions:    6539/  10000 (65.39%), best:    6643/10000 (66.43%), error:     10301.11133, best error:      9887.80664 on epoch:     0, epoch:   75/100, mu: 0.9679054618, learning_rate: 0.0000006400, weight_decay: 0.0000029917

epoch time: 2246.2709960938s, input_fired_time: 43.3338508606, output_fired_time: 16.7685012817, propagate_forward_time: 761.0416259766, propagate_backward_time: 1407.7061767578, weight_update_time: 1.3396962881, other_time: 17.4208984375
epoch time: 157.8000793457s, input_fired_time: 2.6017882824, output_fired_time: 0.0000000000, propagate_forward_time: 152.2979431152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9003448486
validation[          , genome 12148] predictions:    6551/  10000 (65.51%), best:    6643/10000 (66.43%), error:     10245.33691, best error:      9887.80664 on epoch:     0, epoch:   76/100, mu: 0.9688010812, learning_rate: 0.0000006012, weight_decay: 0.0000027949

epoch time: 2244.3737792969s, input_fired_time: 43.2822303772, output_fired_time: 16.7176399231, propagate_forward_time: 760.6719360352, propagate_backward_time: 1406.3359375000, weight_update_time: 1.3395491838, other_time: 17.3662109375
epoch time: 157.6773223877s, input_fired_time: 2.5812745094, output_fired_time: 0.0000000000, propagate_forward_time: 152.1949157715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9011383057
validation[          , genome 12148] predictions:    6521/  10000 (65.21%), best:    6643/10000 (66.43%), error:     10348.43359, best error:      9887.80664 on epoch:     0, epoch:   77/100, mu: 0.9696604013, learning_rate: 0.0000005647, weight_decay: 0.0000026111

epoch time: 2238.3010253906s, input_fired_time: 43.2453384399, output_fired_time: 16.6676692963, propagate_forward_time: 757.0800781250, propagate_backward_time: 1403.9357910156, weight_update_time: 1.3369398117, other_time: 17.3720703125
epoch time: 157.3643951416s, input_fired_time: 2.5815389156, output_fired_time: 0.0000000000, propagate_forward_time: 151.8670043945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9158477783
validation[          , genome 12148] predictions:    6511/  10000 (65.11%), best:    6643/10000 (66.43%), error:     10304.51758, best error:      9887.80664 on epoch:     0, epoch:   78/100, mu: 0.9704849124, learning_rate: 0.0000005304, weight_decay: 0.0000024393

epoch time: 2239.5151367188s, input_fired_time: 43.2342491150, output_fired_time: 16.6523323059, propagate_forward_time: 758.6997070313, propagate_backward_time: 1403.6425781250, weight_update_time: 1.3399672508, other_time: 17.2863769531
epoch time: 157.0568847656s, input_fired_time: 2.5868153572, output_fired_time: 0.0000000000, propagate_forward_time: 151.6007232666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8693389893
validation[          , genome 12148] predictions:    6564/  10000 (65.64%), best:    6643/10000 (66.43%), error:     10259.43848, best error:      9887.80664 on epoch:     0, epoch:   79/100, mu: 0.9712759852, learning_rate: 0.0000004983, weight_decay: 0.0000022788

epoch time: 2241.8337402344s, input_fired_time: 43.2604522705, output_fired_time: 16.7076148987, propagate_forward_time: 758.8870239258, propagate_backward_time: 1405.7409667969, weight_update_time: 1.3303605318, other_time: 17.2377929688
epoch time: 157.4977416992s, input_fired_time: 2.5923659801, output_fired_time: 0.0000000000, propagate_forward_time: 152.0420837402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8632965088
validation[          , genome 12148] predictions:    6533/  10000 (65.33%), best:    6643/10000 (66.43%), error:     10250.34961, best error:      9887.80664 on epoch:     0, epoch:   80/100, mu: 0.9720349908, learning_rate: 0.0000004680, weight_decay: 0.0000021289

epoch time: 2240.1608886719s, input_fired_time: 43.2378349304, output_fired_time: 16.6577510834, propagate_forward_time: 759.3288574219, propagate_backward_time: 1403.6062011719, weight_update_time: 1.3376348019, other_time: 17.3303222656
epoch time: 157.9335937500s, input_fired_time: 2.6064872742, output_fired_time: 0.0000000000, propagate_forward_time: 152.4213256836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9057769775
validation[          , genome 12148] predictions:    6533/  10000 (65.33%), best:    6643/10000 (66.43%), error:     10329.08984, best error:      9887.80664 on epoch:     0, epoch:   81/100, mu: 0.9727632403, learning_rate: 0.0000004396, weight_decay: 0.0000019889

epoch time: 2242.2832031250s, input_fired_time: 43.3338050842, output_fired_time: 16.6975193024, propagate_forward_time: 759.8676147461, propagate_backward_time: 1405.0869140625, weight_update_time: 1.3361212015, other_time: 17.2973632813
epoch time: 157.5453796387s, input_fired_time: 2.5863592625, output_fired_time: 0.0000000000, propagate_forward_time: 152.0803680420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8786468506
validation[          , genome 12148] predictions:    6426/  10000 (64.26%), best:    6643/10000 (66.43%), error:     10462.99414, best error:      9887.80664 on epoch:     0, epoch:   82/100, mu: 0.9734619856, learning_rate: 0.0000004130, weight_decay: 0.0000018580

epoch time: 2240.4035644531s, input_fired_time: 43.2529678345, output_fired_time: 16.6841659546, propagate_forward_time: 758.6851806641, propagate_backward_time: 1404.5103759766, weight_update_time: 1.3383284807, other_time: 17.2709960938
epoch time: 157.4404907227s, input_fired_time: 2.5929288864, output_fired_time: 0.0000000000, propagate_forward_time: 151.9846801758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8628845215
validation[          , genome 12148] predictions:    6566/  10000 (65.66%), best:    6643/10000 (66.43%), error:     10197.36914, best error:      9887.80664 on epoch:     0, epoch:   83/100, mu: 0.9741323590, learning_rate: 0.0000003879, weight_decay: 0.0000017358

epoch time: 2241.5014648438s, input_fired_time: 43.2828865051, output_fired_time: 16.6760597229, propagate_forward_time: 759.9655151367, propagate_backward_time: 1404.3092041016, weight_update_time: 1.3329110146, other_time: 17.2677001953
epoch time: 157.4301147461s, input_fired_time: 2.5963418484, output_fired_time: 0.0000000000, propagate_forward_time: 151.9601287842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8736419678
validation[          , genome 12148] predictions:    6552/  10000 (65.52%), best:    6643/10000 (66.43%), error:     10266.17285, best error:      9887.80664 on epoch:     0, epoch:   84/100, mu: 0.9747755527, learning_rate: 0.0000003644, weight_decay: 0.0000016216

epoch time: 2240.8427734375s, input_fired_time: 43.2944946289, output_fired_time: 16.6646842957, propagate_forward_time: 759.5883789063, propagate_backward_time: 1404.0080566406, weight_update_time: 1.3337917328, other_time: 17.2871093750
epoch time: 157.2090606689s, input_fired_time: 2.5923905373, output_fired_time: 0.0000000000, propagate_forward_time: 151.7538452148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8628234863
validation[          , genome 12148] predictions:    6588/  10000 (65.88%), best:    6643/10000 (66.43%), error:     10180.12305, best error:      9887.80664 on epoch:     0, epoch:   85/100, mu: 0.9753926992, learning_rate: 0.0000003423, weight_decay: 0.0000015149

epoch time: 2241.1726074219s, input_fired_time: 43.2956962585, output_fired_time: 16.7022151947, propagate_forward_time: 759.0393676758, propagate_backward_time: 1404.8459472656, weight_update_time: 1.3353641033, other_time: 17.2895507813
epoch time: 157.7850952148s, input_fired_time: 2.6004173756, output_fired_time: 0.0000000000, propagate_forward_time: 152.3336334229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8510437012
validation[          , genome 12148] predictions:    6514/  10000 (65.14%), best:    6643/10000 (66.43%), error:     10309.09766, best error:      9887.80664 on epoch:     0, epoch:   86/100, mu: 0.9759848118, learning_rate: 0.0000003215, weight_decay: 0.0000014153

epoch time: 2241.5441894531s, input_fired_time: 43.2342262268, output_fired_time: 16.6794338226, propagate_forward_time: 758.9833984375, propagate_backward_time: 1405.3179931641, weight_update_time: 1.3369054794, other_time: 17.3292236328
epoch time: 157.6364288330s, input_fired_time: 2.6004307270, output_fired_time: 0.0000000000, propagate_forward_time: 152.1194305420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9165649414
validation[          , genome 12148] predictions:    6596/  10000 (65.96%), best:    6643/10000 (66.43%), error:     10152.21680, best error:      9887.80664 on epoch:     0, epoch:   87/100, mu: 0.9765529633, learning_rate: 0.0000003020, weight_decay: 0.0000013222

epoch time: 2242.0395507813s, input_fired_time: 43.2906074524, output_fired_time: 16.7246742249, propagate_forward_time: 759.6080322266, propagate_backward_time: 1405.1077880859, weight_update_time: 1.3366986513, other_time: 17.3085937500
epoch time: 157.8579864502s, input_fired_time: 2.5920581818, output_fired_time: 0.0000000000, propagate_forward_time: 152.3789215088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8870086670
validation[          , genome 12148] predictions:    6527/  10000 (65.27%), best:    6643/10000 (66.43%), error:     10256.75293, best error:      9887.80664 on epoch:     0, epoch:   88/100, mu: 0.9770980477, learning_rate: 0.0000002837, weight_decay: 0.0000012352

epoch time: 2244.1562500000s, input_fired_time: 43.3563117981, output_fired_time: 16.7108535767, propagate_forward_time: 760.5217285156, propagate_backward_time: 1406.1699218750, weight_update_time: 1.3360260725, other_time: 17.3974609375
epoch time: 157.8388061523s, input_fired_time: 2.5954155922, output_fired_time: 0.0000000000, propagate_forward_time: 152.3655242920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8778686523
validation[          , genome 12148] predictions:    6553/  10000 (65.53%), best:    6643/10000 (66.43%), error:     10217.68945, best error:      9887.80664 on epoch:     0, epoch:   89/100, mu: 0.9776210785, learning_rate: 0.0000002665, weight_decay: 0.0000011539

epoch time: 2241.2585449219s, input_fired_time: 43.3131065369, output_fired_time: 16.6869945526, propagate_forward_time: 758.4718017578, propagate_backward_time: 1405.4119873047, weight_update_time: 1.3309637308, other_time: 17.3747558594
epoch time: 157.8739776611s, input_fired_time: 2.6180405617, output_fired_time: 0.0000000000, propagate_forward_time: 152.3276977539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9282379150
validation[          , genome 12148] predictions:    6605/  10000 (66.05%), best:    6643/10000 (66.43%), error:     10149.86719, best error:      9887.80664 on epoch:     0, epoch:   90/100, mu: 0.9781228900, learning_rate: 0.0000002503, weight_decay: 0.0000010780

epoch time: 2243.4831542969s, input_fired_time: 43.3281326294, output_fired_time: 16.6964130402, propagate_forward_time: 760.2153930664, propagate_backward_time: 1405.9014892578, weight_update_time: 1.3363262415, other_time: 17.3416748047
epoch time: 157.4892730713s, input_fired_time: 2.5998332500, output_fired_time: 0.0000000000, propagate_forward_time: 152.0135040283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8759307861
validation[          , genome 12148] predictions:    6581/  10000 (65.81%), best:    6643/10000 (66.43%), error:     10183.97852, best error:      9887.80664 on epoch:     0, epoch:   91/100, mu: 0.9786043763, learning_rate: 0.0000002351, weight_decay: 0.0000010071

epoch time: 2244.3684082031s, input_fired_time: 43.3373527527, output_fired_time: 16.7267608643, propagate_forward_time: 760.5788574219, propagate_backward_time: 1406.4171142578, weight_update_time: 1.3345149755, other_time: 17.3082275391
epoch time: 157.0829315186s, input_fired_time: 2.6021716595, output_fired_time: 0.0000000000, propagate_forward_time: 151.5919494629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8888092041
validation[          , genome 12148] predictions:    6567/  10000 (65.67%), best:    6643/10000 (66.43%), error:     10163.79883, best error:      9887.80664 on epoch:     0, epoch:   92/100, mu: 0.9790663123, learning_rate: 0.0000002209, weight_decay: 0.0000009408

epoch time: 2244.7719726563s, input_fired_time: 43.3389320374, output_fired_time: 16.7208328247, propagate_forward_time: 760.9450683594, propagate_backward_time: 1406.4024658203, weight_update_time: 1.3342818022, other_time: 17.3646240234
epoch time: 157.9272613525s, input_fired_time: 2.6111130714, output_fired_time: 0.0000000000, propagate_forward_time: 152.3600769043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9560699463
validation[          , genome 12148] predictions:    6590/  10000 (65.90%), best:    6643/10000 (66.43%), error:     10164.78613, best error:      9887.80664 on epoch:     0, epoch:   93/100, mu: 0.9795095325, learning_rate: 0.0000002075, weight_decay: 0.0000008790

epoch time: 2244.3078613281s, input_fired_time: 43.3025283813, output_fired_time: 16.7352447510, propagate_forward_time: 759.9239501953, propagate_backward_time: 1407.0040283203, weight_update_time: 1.3433611393, other_time: 17.3420410156
epoch time: 158.1772308350s, input_fired_time: 2.5972392559, output_fired_time: 0.0000000000, propagate_forward_time: 152.7202148438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8597717285
validation[          , genome 12148] predictions:    6553/  10000 (65.53%), best:    6643/10000 (66.43%), error:     10166.39551, best error:      9887.80664 on epoch:     0, epoch:   94/100, mu: 0.9799347520, learning_rate: 0.0000001949, weight_decay: 0.0000008211

epoch time: 2245.7475585938s, input_fired_time: 43.3557586670, output_fired_time: 16.7177619934, propagate_forward_time: 761.9044799805, propagate_backward_time: 1406.4473876953, weight_update_time: 1.3374068737, other_time: 17.3221435547
epoch time: 157.5998840332s, input_fired_time: 2.5945167542, output_fired_time: 0.0000000000, propagate_forward_time: 152.1366271973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8687438965
validation[          , genome 12148] predictions:    6532/  10000 (65.32%), best:    6643/10000 (66.43%), error:     10244.83398, best error:      9887.80664 on epoch:     0, epoch:   95/100, mu: 0.9803427458, learning_rate: 0.0000001831, weight_decay: 0.0000007671

epoch time: 2246.1965332031s, input_fired_time: 43.3618736267, output_fired_time: 16.7228145599, propagate_forward_time: 761.8883666992, propagate_backward_time: 1407.0075683594, weight_update_time: 1.3384479284, other_time: 17.2158203125
epoch time: 158.3318023682s, input_fired_time: 2.6127874851, output_fired_time: 0.0000000000, propagate_forward_time: 152.8064270020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9125823975
validation[          , genome 12148] predictions:    6599/  10000 (65.99%), best:    6643/10000 (66.43%), error:     10176.34570, best error:      9887.80664 on epoch:     0, epoch:   96/100, mu: 0.9807342291, learning_rate: 0.0000001720, weight_decay: 0.0000007166

epoch time: 2245.6218261719s, input_fired_time: 43.3856315613, output_fired_time: 16.7065868378, propagate_forward_time: 761.4932250977, propagate_backward_time: 1406.7197265625, weight_update_time: 1.3377089500, other_time: 17.3166503906
epoch time: 157.8328857422s, input_fired_time: 2.6068694592, output_fired_time: 0.0000000000, propagate_forward_time: 152.3535156250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8724975586
validation[          , genome 12148] predictions:    6573/  10000 (65.73%), best:    6643/10000 (66.43%), error:     10153.26172, best error:      9887.80664 on epoch:     0, epoch:   97/100, mu: 0.9811098576, learning_rate: 0.0000001615, weight_decay: 0.0000006695

epoch time: 2244.3410644531s, input_fired_time: 43.3620185852, output_fired_time: 16.7689971924, propagate_forward_time: 759.9285888672, propagate_backward_time: 1406.9438476563, weight_update_time: 1.3338180780, other_time: 17.3375244141
epoch time: 158.4151763916s, input_fired_time: 2.6102626324, output_fired_time: 0.0000000000, propagate_forward_time: 152.9198303223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8850860596
validation[          , genome 12148] predictions:    6590/  10000 (65.90%), best:    6643/10000 (66.43%), error:     10153.61621, best error:      9887.80664 on epoch:     0, epoch:   98/100, mu: 0.9814702272, learning_rate: 0.0000001517, weight_decay: 0.0000006255

epoch time: 2247.3256835938s, input_fired_time: 43.3532371521, output_fired_time: 16.7041492462, propagate_forward_time: 762.5539550781, propagate_backward_time: 1407.4039306641, weight_update_time: 1.3405113220, other_time: 17.3104248047
epoch time: 158.7729492188s, input_fired_time: 2.6276478767, output_fired_time: 0.0000000000, propagate_forward_time: 153.2359008789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9093933105
validation[          , genome 12148] predictions:    6585/  10000 (65.85%), best:    6643/10000 (66.43%), error:     10163.25977, best error:      9887.80664 on epoch:     0, epoch:   99/100, mu: 0.9818159938, learning_rate: 0.0000001425, weight_decay: 0.0000005843

epoch time: 2247.7009277344s, input_fired_time: 43.3922004700, output_fired_time: 16.7445526123, propagate_forward_time: 762.4988403320, propagate_backward_time: 1407.7161865234, weight_update_time: 1.3333755732, other_time: 17.3492431641
epoch time: 158.2224731445s, input_fired_time: 2.6163585186, output_fired_time: 0.0000000000, propagate_forward_time: 152.6867523193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9193572998
validation[          , genome 12148] predictions:    6593/  10000 (65.93%), best:    6643/10000 (66.43%), error:     10187.01660, best error:      9887.80664 on epoch:     0, epoch:  100/100, mu: 0.9821477532, learning_rate: 0.0000001339, weight_decay: 0.0000005459

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 790.3792724609s, input_fired_time: 13.6565656662, output_fired_time: 0.0000000000, propagate_forward_time: 762.2428588867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 14.4798583984
best training[          , genome 12148] predictions:   37796/  50000 (75.59%), best:    6643/10000 (66.43%), error:     38831.35938, best error:      9887.80664 on epoch:     0, epoch:  101/100, mu: 0.9824660420, learning_rate: 0.0000001258, weight_decay: 0.0000005100
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 157.3289184570s, input_fired_time: 2.7369072437, output_fired_time: 0.0000000000, propagate_forward_time: 151.7208709717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8711395264
   testing[          , genome 12148] predictions:    6643/  10000 (66.43%), best:    6643/10000 (66.43%), error:      9887.80664, best error:      9887.80664 on epoch:     0, epoch:  101/100, mu: 0.9824660420, learning_rate: 0.0000001258, weight_decay: 0.0000005100
backpropagation finished successfully!
07:55:12 (8928): called boinc_finish(0)

</stderr_txt>
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