Nameexact_genome_1512568488_44_7099_0
Workunit2606787
Created7 Dec 2017, 23:49:26 UTC
Sent7 Dec 2017, 23:57:54 UTC
Report deadline18 Dec 2017, 10:40:41 UTC
Received8 Dec 2017, 14:14:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time3 hours 55 min 56 sec
CPU time3 hours 55 min 56 sec
Validate stateValid
Credit2,611.60
Device peak FLOPS3.74 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.19 MB
Peak swap size154.06 MB
Peak disk usage1.29 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
ired_time: 0.9672320485, propagate_forward_time: 44.3749046326, propagate_backward_time: 66.4664993286, weight_update_time: 0.1051004604, other_time: 2.5981674194
epoch time: 10.3816967010s, input_fired_time: 0.1696912497, output_fired_time: 0.0000000000, propagate_forward_time: 9.7213296890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4906759262
validation[          , genome  7099] predictions:    9734/  10000 (97.34%), best:    9736/10000 (97.36%), error:       931.88025, best error:       914.37500 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 119.0865631104s, input_fired_time: 1.4891996384, output_fired_time: 0.9761039019, propagate_forward_time: 45.8570404053, propagate_backward_time: 68.1417617798, weight_update_time: 0.1075441316, other_time: 2.6224594116
epoch time: 9.7959022522s, input_fired_time: 0.1629015207, output_fired_time: 0.0000000000, propagate_forward_time: 9.1646919250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683084488
validation[          , genome  7099] predictions:    9716/  10000 (97.16%), best:    9736/10000 (97.36%), error:       941.67108, best error:       914.37500 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 118.5370559692s, input_fired_time: 1.4717395306, output_fired_time: 0.9707879424, propagate_forward_time: 45.8078765869, propagate_backward_time: 67.7726593018, weight_update_time: 0.1062993705, other_time: 2.5139923096
epoch time: 9.4836101532s, input_fired_time: 0.1570158750, output_fired_time: 0.0000000000, propagate_forward_time: 8.8981542587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4284400940
validation[          , genome  7099] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       903.09131, best error:       903.09131 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 116.2925338745s, input_fired_time: 1.4605146646, output_fired_time: 0.9666535258, propagate_forward_time: 44.5916519165, propagate_backward_time: 66.7665405273, weight_update_time: 0.1058601215, other_time: 2.5071716309
epoch time: 9.1259050369s, input_fired_time: 0.1561528891, output_fired_time: 0.0000000000, propagate_forward_time: 8.5494852066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202671051
validation[          , genome  7099] predictions:    9669/  10000 (96.69%), best:    9725/10000 (97.25%), error:      1110.16089, best error:       903.09131 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 112.6849822998s, input_fired_time: 1.4424122572, output_fired_time: 0.9270177484, propagate_forward_time: 43.1977844238, propagate_backward_time: 64.6598281860, weight_update_time: 0.1026399210, other_time: 2.4579391479
epoch time: 9.5039377213s, input_fired_time: 0.1608494669, output_fired_time: 0.0000000000, propagate_forward_time: 8.9113721848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317159653
validation[          , genome  7099] predictions:    9601/  10000 (96.01%), best:    9725/10000 (97.25%), error:      1345.30444, best error:       903.09131 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 125.0345153809s, input_fired_time: 1.5274927616, output_fired_time: 1.0231475830, propagate_forward_time: 48.2450141907, propagate_backward_time: 71.5682067871, weight_update_time: 0.1137501076, other_time: 2.6706542969
epoch time: 9.3244562149s, input_fired_time: 0.1574961841, output_fired_time: 0.0000000000, propagate_forward_time: 8.7306251526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4363346100
validation[          , genome  7099] predictions:    9649/  10000 (96.49%), best:    9725/10000 (97.25%), error:      1182.07251, best error:       903.09131 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 126.4508972168s, input_fired_time: 1.5345546007, output_fired_time: 1.0266778469, propagate_forward_time: 48.7493972778, propagate_backward_time: 72.4715499878, weight_update_time: 0.1150451005, other_time: 2.6687164307
epoch time: 13.7093048096s, input_fired_time: 0.2162439227, output_fired_time: 0.0000000000, propagate_forward_time: 12.9192218781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5738391876
validation[          , genome  7099] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       867.99792, best error:       867.99792 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 122.7495727539s, input_fired_time: 1.5039968491, output_fired_time: 1.0084413290, propagate_forward_time: 47.3078575134, propagate_backward_time: 70.3751907349, weight_update_time: 0.1102351770, other_time: 2.5540847778
epoch time: 9.6440200806s, input_fired_time: 0.1604138017, output_fired_time: 0.0000000000, propagate_forward_time: 9.0429496765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406566620
validation[          , genome  7099] predictions:    9649/  10000 (96.49%), best:    9725/10000 (97.25%), error:      1211.83728, best error:       867.99792 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 126.5572052002s, input_fired_time: 1.5265209675, output_fired_time: 1.0341557264, propagate_forward_time: 48.6782188416, propagate_backward_time: 72.6751251221, weight_update_time: 0.1153734028, other_time: 2.6431884766
epoch time: 9.4522132874s, input_fired_time: 0.1606543064, output_fired_time: 0.0000000000, propagate_forward_time: 8.8632650375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282941818
validation[          , genome  7099] predictions:    9683/  10000 (96.83%), best:    9725/10000 (97.25%), error:      1063.07385, best error:       867.99792 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 130.0174407959s, input_fired_time: 1.5513913631, output_fired_time: 1.0507638454, propagate_forward_time: 50.2810707092, propagate_backward_time: 74.4700775146, weight_update_time: 0.1157406569, other_time: 2.6641387939
epoch time: 9.3215026855s, input_fired_time: 0.1577442288, output_fired_time: 0.0000000000, propagate_forward_time: 8.7293958664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343624115
validation[          , genome  7099] predictions:    9731/  10000 (97.31%), best:    9725/10000 (97.25%), error:       939.71082, best error:       867.99792 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 120.5809326172s, input_fired_time: 1.4927182198, output_fired_time: 0.9910593033, propagate_forward_time: 46.4858856201, propagate_backward_time: 69.0018234253, weight_update_time: 0.1081298590, other_time: 2.6094436646
epoch time: 9.3699645996s, input_fired_time: 0.1564961672, output_fired_time: 0.0000000000, propagate_forward_time: 8.7746095657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4388589859
validation[          , genome  7099] predictions:    9735/  10000 (97.35%), best:    9725/10000 (97.25%), error:       953.55756, best error:       867.99792 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 117.2538833618s, input_fired_time: 1.4755346775, output_fired_time: 0.9765006900, propagate_forward_time: 45.0561752319, propagate_backward_time: 67.1526641846, weight_update_time: 0.1061549857, other_time: 2.5930099487
epoch time: 9.5783882141s, input_fired_time: 0.1719253808, output_fired_time: 0.0000000000, propagate_forward_time: 8.9501352310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4563274384
validation[          , genome  7099] predictions:    9714/  10000 (97.14%), best:    9725/10000 (97.25%), error:       935.61493, best error:       867.99792 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 123.2239685059s, input_fired_time: 1.5125732422, output_fired_time: 1.0061329603, propagate_forward_time: 47.4763679504, propagate_backward_time: 70.5971603394, weight_update_time: 0.1107773855, other_time: 2.6317367554
epoch time: 9.3788080215s, input_fired_time: 0.1584557444, output_fired_time: 0.0000000000, propagate_forward_time: 8.7883853912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4319667816
validation[          , genome  7099] predictions:    9684/  10000 (96.84%), best:    9725/10000 (97.25%), error:      1076.16113, best error:       867.99792 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 114.4876480103s, input_fired_time: 1.4527959824, output_fired_time: 0.9412144423, propagate_forward_time: 43.9250106812, propagate_backward_time: 65.7690811157, weight_update_time: 0.1024762765, other_time: 2.3995437622
epoch time: 9.5132875443s, input_fired_time: 0.1593159437, output_fired_time: 0.0000000000, propagate_forward_time: 8.9253234863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286479950
validation[          , genome  7099] predictions:    9727/  10000 (97.27%), best:    9725/10000 (97.25%), error:       924.67450, best error:       867.99792 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 146.9790344238s, input_fired_time: 1.6726113558, output_fired_time: 1.1536511183, propagate_forward_time: 57.2936096191, propagate_backward_time: 84.0150222778, weight_update_time: 0.1284585595, other_time: 2.8441390991
epoch time: 10.7035608292s, input_fired_time: 0.1740839481, output_fired_time: 0.0000000000, propagate_forward_time: 10.0644664764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650106430
validation[          , genome  7099] predictions:    9694/  10000 (96.94%), best:    9725/10000 (97.25%), error:       934.53070, best error:       867.99792 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 140.4673767090s, input_fired_time: 1.6253497601, output_fired_time: 1.1090980768, propagate_forward_time: 54.4530372620, propagate_backward_time: 80.5225296021, weight_update_time: 0.1229729131, other_time: 2.7573623657
epoch time: 9.7664670944s, input_fired_time: 0.1630547643, output_fired_time: 0.0000000000, propagate_forward_time: 9.1708440781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4325685501
validation[          , genome  7099] predictions:    9724/  10000 (97.24%), best:    9725/10000 (97.25%), error:       907.48169, best error:       867.99792 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 133.8678741455s, input_fired_time: 1.5918209553, output_fired_time: 1.0685724020, propagate_forward_time: 51.7734527588, propagate_backward_time: 76.7576141357, weight_update_time: 0.1182395145, other_time: 2.6764068604
epoch time: 9.1845064163s, input_fired_time: 0.1553695500, output_fired_time: 0.0000000000, propagate_forward_time: 8.6158828735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4132537842
validation[          , genome  7099] predictions:    9723/  10000 (97.23%), best:    9725/10000 (97.25%), error:       936.05707, best error:       867.99792 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 117.4842987061s, input_fired_time: 1.4767262936, output_fired_time: 0.9606629014, propagate_forward_time: 45.3181228638, propagate_backward_time: 67.2971420288, weight_update_time: 0.1050439179, other_time: 2.4316482544
epoch time: 9.5448255539s, input_fired_time: 0.1606594771, output_fired_time: 0.0000000000, propagate_forward_time: 8.9601612091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240045547
validation[          , genome  7099] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       826.22119, best error:       826.22119 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 131.9766998291s, input_fired_time: 1.5818039179, output_fired_time: 1.0598531961, propagate_forward_time: 50.9552383423, propagate_backward_time: 75.7115325928, weight_update_time: 0.1182931960, other_time: 2.6682662964
epoch time: 9.2761230469s, input_fired_time: 0.1567573398, output_fired_time: 0.0000000000, propagate_forward_time: 8.7061166763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4132490158
validation[          , genome  7099] predictions:    9734/  10000 (97.34%), best:    9760/10000 (97.60%), error:       946.01208, best error:       826.22119 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 120.2791519165s, input_fired_time: 1.5022042990, output_fired_time: 0.9866104126, propagate_forward_time: 46.3007850647, propagate_backward_time: 68.9260559082, weight_update_time: 0.1064217016, other_time: 2.5634918213
epoch time: 9.5463771820s, input_fired_time: 0.1614608765, output_fired_time: 0.0000000000, propagate_forward_time: 8.9471330643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377832413
validation[          , genome  7099] predictions:    9645/  10000 (96.45%), best:    9760/10000 (97.60%), error:      1145.83728, best error:       826.22119 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 117.4112319946s, input_fired_time: 1.4795806408, output_fired_time: 0.9623506069, propagate_forward_time: 45.2936630249, propagate_backward_time: 67.1909942627, weight_update_time: 0.1053172126, other_time: 2.4846420288
epoch time: 9.2580595016s, input_fired_time: 0.1574431509, output_fired_time: 0.0000000000, propagate_forward_time: 8.6696634293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309530258
validation[          , genome  7099] predictions:    9737/  10000 (97.37%), best:    9760/10000 (97.60%), error:       917.15344, best error:       826.22119 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 115.1178588867s, input_fired_time: 1.4613487720, output_fired_time: 0.9459123015, propagate_forward_time: 44.2802658081, propagate_backward_time: 66.0061187744, weight_update_time: 0.1032380313, other_time: 2.4242095947
epoch time: 9.3958415985s, input_fired_time: 0.1580575258, output_fired_time: 0.0000000000, propagate_forward_time: 8.8123760223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254083633
validation[          , genome  7099] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       821.74695, best error:       821.74695 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 127.5284347534s, input_fired_time: 1.5470048189, output_fired_time: 1.0352046490, propagate_forward_time: 49.3244018555, propagate_backward_time: 73.0424346924, weight_update_time: 0.1128058657, other_time: 2.5793914795
epoch time: 9.3880310059s, input_fired_time: 0.1600527316, output_fired_time: 0.0000000000, propagate_forward_time: 8.7972726822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307060242
validation[          , genome  7099] predictions:    9757/  10000 (97.57%), best:    9759/10000 (97.59%), error:       877.75446, best error:       821.74695 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 129.7993164062s, input_fired_time: 1.5638426542, output_fired_time: 1.0517225266, propagate_forward_time: 50.1769065857, propagate_backward_time: 74.3768844604, weight_update_time: 0.1152583733, other_time: 2.6299667358
epoch time: 11.6087255478s, input_fired_time: 0.1835522205, output_fired_time: 0.0000000000, propagate_forward_time: 10.9315834045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935903549
validation[          , genome  7099] predictions:    9685/  10000 (96.85%), best:    9759/10000 (97.59%), error:      1038.70386, best error:       821.74695 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 119.0844955444s, input_fired_time: 1.4873712063, output_fired_time: 0.9766389132, propagate_forward_time: 45.8469390869, propagate_backward_time: 68.3033370972, weight_update_time: 0.1067786142, other_time: 2.4702072144
epoch time: 12.2468814850s, input_fired_time: 0.1968895793, output_fired_time: 0.0000000000, propagate_forward_time: 11.5338687897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5161228180
validation[          , genome  7099] predictions:    9659/  10000 (96.59%), best:    9759/10000 (97.59%), error:      1235.53516, best error:       821.74695 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 155.2897491455s, input_fired_time: 1.7598680258, output_fired_time: 1.2142120600, propagate_forward_time: 60.5730781555, propagate_backward_time: 88.7304382324, weight_update_time: 0.1377888620, other_time: 3.0121459961
epoch time: 9.3527555466s, input_fired_time: 0.1597217619, output_fired_time: 0.0000000000, propagate_forward_time: 8.7762651443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4167690277
validation[          , genome  7099] predictions:    9705/  10000 (97.05%), best:    9759/10000 (97.59%), error:       920.52795, best error:       821.74695 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 136.1946411133s, input_fired_time: 1.6335972548, output_fired_time: 1.0922025442, propagate_forward_time: 52.7027854919, propagate_backward_time: 78.0009765625, weight_update_time: 0.1250690222, other_time: 2.7650756836
epoch time: 10.2533721924s, input_fired_time: 0.1760228574, output_fired_time: 0.0000000000, propagate_forward_time: 9.6191396713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582099915
validation[          , genome  7099] predictions:    9704/  10000 (97.04%), best:    9759/10000 (97.59%), error:       967.61609, best error:       821.74695 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 124.1218261719s, input_fired_time: 1.5569101572, output_fired_time: 1.0176173449, propagate_forward_time: 47.8317527771, propagate_backward_time: 71.1062850952, weight_update_time: 0.1157848313, other_time: 2.6092605591
epoch time: 10.2252826691s, input_fired_time: 0.1755674481, output_fired_time: 0.0000000000, propagate_forward_time: 9.5896139145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4601011276
validation[          , genome  7099] predictions:    9723/  10000 (97.23%), best:    9759/10000 (97.59%), error:       939.15961, best error:       821.74695 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 126.6009826660s, input_fired_time: 1.5664073229, output_fired_time: 1.0289636850, propagate_forward_time: 48.8567657471, propagate_backward_time: 72.4570312500, weight_update_time: 0.1158082336, other_time: 2.6918182373
epoch time: 10.9794597626s, input_fired_time: 0.1777993441, output_fired_time: 0.0000000000, propagate_forward_time: 10.3272705078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4743900299
validation[          , genome  7099] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       795.96222, best error:       795.96222 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 115.3287506104s, input_fired_time: 1.4721711874, output_fired_time: 0.9485060573, propagate_forward_time: 44.2260665894, propagate_backward_time: 66.1585998535, weight_update_time: 0.1025481373, other_time: 2.5234069824
epoch time: 9.4295835495s, input_fired_time: 0.1586938053, output_fired_time: 0.0000000000, propagate_forward_time: 8.8299236298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409656525
validation[          , genome  7099] predictions:    9727/  10000 (97.27%), best:    9778/10000 (97.78%), error:       918.66162, best error:       795.96222 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 121.6179733276s, input_fired_time: 1.5196261406, output_fired_time: 1.0001559258, propagate_forward_time: 47.1243820190, propagate_backward_time: 69.4072723389, weight_update_time: 0.1082430854, other_time: 2.5665435791
epoch time: 13.7072134018s, input_fired_time: 0.2082234621, output_fired_time: 0.0000000000, propagate_forward_time: 12.9347152710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5642747879
validation[          , genome  7099] predictions:    9736/  10000 (97.36%), best:    9778/10000 (97.78%), error:       933.97186, best error:       795.96222 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 117.6360397339s, input_fired_time: 1.5018386841, output_fired_time: 0.9669860005, propagate_forward_time: 45.2756805420, propagate_backward_time: 67.3887939453, weight_update_time: 0.1060022935, other_time: 2.5027389526
epoch time: 9.3860282898s, input_fired_time: 0.1612998843, output_fired_time: 0.0000000000, propagate_forward_time: 8.8031969070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4215316772
validation[          , genome  7099] predictions:    9751/  10000 (97.51%), best:    9778/10000 (97.78%), error:       852.85748, best error:       795.96222 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 118.3268280029s, input_fired_time: 1.4929066896, output_fired_time: 0.9690024853, propagate_forward_time: 45.6166038513, propagate_backward_time: 67.7913284302, weight_update_time: 0.1051598415, other_time: 2.4569931030
epoch time: 9.4412412643s, input_fired_time: 0.1598006338, output_fired_time: 0.0000000000, propagate_forward_time: 8.8497314453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317092896
validation[          , genome  7099] predictions:    9705/  10000 (97.05%), best:    9778/10000 (97.78%), error:       977.59906, best error:       795.96222 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 124.7608184814s, input_fired_time: 1.5315840244, output_fired_time: 1.0140045881, propagate_forward_time: 48.2333106995, propagate_backward_time: 71.4150848389, weight_update_time: 0.1109568030, other_time: 2.5668334961
epoch time: 9.6588706970s, input_fired_time: 0.1660397500, output_fired_time: 0.0000000000, propagate_forward_time: 9.0564231873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4364080429
validation[          , genome  7099] predictions:    9754/  10000 (97.54%), best:    9778/10000 (97.78%), error:       830.31763, best error:       795.96222 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 132.7901306152s, input_fired_time: 1.5832558870, output_fired_time: 1.0622720718, propagate_forward_time: 51.2254142761, propagate_backward_time: 76.2697219849, weight_update_time: 0.1178170666, other_time: 2.6494674683
epoch time: 13.6843786240s, input_fired_time: 0.2079043686, output_fired_time: 0.0000000000, propagate_forward_time: 12.9231424332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5533313751
validation[          , genome  7099] predictions:    9667/  10000 (96.67%), best:    9778/10000 (97.78%), error:      1092.74792, best error:       795.96222 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 130.6027374268s, input_fired_time: 1.5844721794, output_fired_time: 1.0521186590, propagate_forward_time: 50.4138946533, propagate_backward_time: 74.8940582275, weight_update_time: 0.1177988723, other_time: 2.6581954956
epoch time: 9.5315399170s, input_fired_time: 0.1618478000, output_fired_time: 0.0000000000, propagate_forward_time: 8.9440937042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255981445
validation[          , genome  7099] predictions:    9685/  10000 (96.85%), best:    9778/10000 (97.78%), error:      1069.87024, best error:       795.96222 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 122.4883651733s, input_fired_time: 1.5170872211, output_fired_time: 0.9991690516, propagate_forward_time: 47.2936401367, propagate_backward_time: 70.1589736938, weight_update_time: 0.1101036370, other_time: 2.5194931030
epoch time: 9.5226545334s, input_fired_time: 0.1648641378, output_fired_time: 0.0000000000, propagate_forward_time: 8.9244537354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333362579
validation[          , genome  7099] predictions:    9640/  10000 (96.40%), best:    9778/10000 (97.78%), error:      1198.36841, best error:       795.96222 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 124.4022750854s, input_fired_time: 1.5668883324, output_fired_time: 1.0210107565, propagate_forward_time: 47.9091491699, propagate_backward_time: 71.2351303101, weight_update_time: 0.1175302193, other_time: 2.6700973511
epoch time: 10.3825130463s, input_fired_time: 0.1815309078, output_fired_time: 0.0000000000, propagate_forward_time: 9.7316732407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4693088531
validation[          , genome  7099] predictions:    9766/  10000 (97.66%), best:    9778/10000 (97.78%), error:       856.61548, best error:       795.96222 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 131.3807067871s, input_fired_time: 1.6299097538, output_fired_time: 1.0645210743, propagate_forward_time: 50.8419151306, propagate_backward_time: 75.0711746216, weight_update_time: 0.1225071400, other_time: 2.7731857300
epoch time: 10.6591148376s, input_fired_time: 0.1843339354, output_fired_time: 0.0000000000, propagate_forward_time: 9.9957876205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4789934158
validation[          , genome  7099] predictions:    9490/  10000 (94.90%), best:    9778/10000 (97.78%), error:      1637.55481, best error:       795.96222 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 128.2838134766s, input_fired_time: 1.6050469875, output_fired_time: 1.0375899076, propagate_forward_time: 49.2609977722, propagate_backward_time: 73.5657348633, weight_update_time: 0.1206767857, other_time: 2.8144378662
epoch time: 10.5137996674s, input_fired_time: 0.1840869784, output_fired_time: 0.0000000000, propagate_forward_time: 9.8483276367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4813852310
validation[          , genome  7099] predictions:    9759/  10000 (97.59%), best:    9778/10000 (97.78%), error:       871.28467, best error:       795.96222 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 128.2624816895s, input_fired_time: 1.6092658043, output_fired_time: 1.0371077061, propagate_forward_time: 49.4698104858, propagate_backward_time: 73.3864517212, weight_update_time: 0.1201906875, other_time: 2.7598419189
epoch time: 10.4783525467s, input_fired_time: 0.1821406335, output_fired_time: 0.0000000000, propagate_forward_time: 9.8265438080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4696683884
validation[          , genome  7099] predictions:    9721/  10000 (97.21%), best:    9778/10000 (97.78%), error:       990.93994, best error:       795.96222 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 153.9041595459s, input_fired_time: 1.7712844610, output_fired_time: 1.2120634317, propagate_forward_time: 59.9616661072, propagate_backward_time: 87.8928451538, weight_update_time: 0.1389003545, other_time: 3.0662918091
epoch time: 10.0128307343s, input_fired_time: 0.1697351485, output_fired_time: 0.0000000000, propagate_forward_time: 9.3925180435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505777359
validation[          , genome  7099] predictions:    9770/  10000 (97.70%), best:    9778/10000 (97.78%), error:       819.44043, best error:       795.96222 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 153.1305999756s, input_fired_time: 1.7690602541, output_fired_time: 1.2041651011, propagate_forward_time: 59.8281440735, propagate_backward_time: 87.2771911621, weight_update_time: 0.1381823123, other_time: 3.0520477295
epoch time: 13.6967287064s, input_fired_time: 0.2105074972, output_fired_time: 0.0000000000, propagate_forward_time: 12.9291906357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5570306778
validation[          , genome  7099] predictions:    9766/  10000 (97.66%), best:    9778/10000 (97.78%), error:       827.70239, best error:       795.96222 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 129.2097930908s, input_fired_time: 1.6033340693, output_fired_time: 1.0528415442, propagate_forward_time: 49.7127609253, propagate_backward_time: 74.1361694336, weight_update_time: 0.1197451204, other_time: 2.7046890259
epoch time: 10.1126012802s, input_fired_time: 0.1709954441, output_fired_time: 0.0000000000, propagate_forward_time: 9.4930315018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4485740662
validation[          , genome  7099] predictions:    9775/  10000 (97.75%), best:    9778/10000 (97.78%), error:       810.06329, best error:       795.96222 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 122.8591384888s, input_fired_time: 1.5278209448, output_fired_time: 0.9944902658, propagate_forward_time: 47.3553504944, propagate_backward_time: 70.4526977539, weight_update_time: 0.1098288670, other_time: 2.5287780762
epoch time: 9.5474233627s, input_fired_time: 0.1625848711, output_fired_time: 0.0000000000, propagate_forward_time: 8.9577093124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4271287918
validation[          , genome  7099] predictions:    9752/  10000 (97.52%), best:    9778/10000 (97.78%), error:       847.98578, best error:       795.96222 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 143.6305847168s, input_fired_time: 1.6973485947, output_fired_time: 1.1426302195, propagate_forward_time: 55.8959770203, propagate_backward_time: 82.0327758789, weight_update_time: 0.1285477281, other_time: 2.8618621826
epoch time: 9.5052347183s, input_fired_time: 0.1640779525, output_fired_time: 0.0000000000, propagate_forward_time: 8.9118452072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293117523
validation[          , genome  7099] predictions:    9722/  10000 (97.22%), best:    9778/10000 (97.78%), error:       953.62720, best error:       795.96222 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 125.1450805664s, input_fired_time: 1.5521049500, output_fired_time: 1.0128908157, propagate_forward_time: 48.2235946655, propagate_backward_time: 71.7795486450, weight_update_time: 0.1127849221, other_time: 2.5769348145
epoch time: 13.7029094696s, input_fired_time: 0.2149034441, output_fired_time: 0.0000000000, propagate_forward_time: 12.9248132706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5631923676
validation[          , genome  7099] predictions:    9733/  10000 (97.33%), best:    9778/10000 (97.78%), error:       911.71625, best error:       795.96222 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 124.6518478394s, input_fired_time: 1.5547596216, output_fired_time: 1.0248783827, propagate_forward_time: 48.1250953674, propagate_backward_time: 71.3404693604, weight_update_time: 0.1132283583, other_time: 2.6066436768
epoch time: 10.3599891663s, input_fired_time: 0.1716723293, output_fired_time: 0.0000000000, propagate_forward_time: 9.7325220108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557952881
validation[          , genome  7099] predictions:    9740/  10000 (97.40%), best:    9778/10000 (97.78%), error:       855.96783, best error:       795.96222 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 132.3049926758s, input_fired_time: 1.5876452923, output_fired_time: 1.0632603168, propagate_forward_time: 51.0768623352, propagate_backward_time: 75.7254028320, weight_update_time: 0.1155854911, other_time: 2.8518218994
epoch time: 13.7130565643s, input_fired_time: 0.2175605446, output_fired_time: 0.0000000000, propagate_forward_time: 12.9353933334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5601024628
validation[          , genome  7099] predictions:    9603/  10000 (96.03%), best:    9778/10000 (97.78%), error:      1348.89185, best error:       795.96222 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 139.2939758301s, input_fired_time: 1.6394367218, output_fired_time: 1.1138665676, propagate_forward_time: 54.0254211426, propagate_backward_time: 79.6467971802, weight_update_time: 0.1221577898, other_time: 2.8684616089
epoch time: 11.8011693954s, input_fired_time: 0.1923742443, output_fired_time: 0.0000000000, propagate_forward_time: 11.0766878128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321073532
validation[          , genome  7099] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       771.22479, best error:       771.22479 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 144.8953704834s, input_fired_time: 1.6798039675, output_fired_time: 1.1388396025, propagate_forward_time: 56.2851028442, propagate_backward_time: 82.8435745239, weight_update_time: 0.1282041520, other_time: 2.9480438232
epoch time: 11.6489524841s, input_fired_time: 0.1973064095, output_fired_time: 0.0000000000, propagate_forward_time: 10.9452381134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064077377
validation[          , genome  7099] predictions:    9768/  10000 (97.68%), best:    9775/10000 (97.75%), error:       826.61353, best error:       771.22479 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 137.3045196533s, input_fired_time: 1.6103579998, output_fired_time: 1.0935852528, propagate_forward_time: 53.1729698181, propagate_backward_time: 78.6920928955, weight_update_time: 0.1195812598, other_time: 2.7355194092
epoch time: 10.3001861572s, input_fired_time: 0.1705490053, output_fired_time: 0.0000000000, propagate_forward_time: 9.6721849442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574518204
validation[          , genome  7099] predictions:    9743/  10000 (97.43%), best:    9775/10000 (97.75%), error:       866.12122, best error:       771.22479 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 132.0485229492s, input_fired_time: 1.5785989761, output_fired_time: 1.0711473227, propagate_forward_time: 50.9596519470, propagate_backward_time: 75.8421325684, weight_update_time: 0.1159310192, other_time: 2.5969848633
epoch time: 9.8262529373s, input_fired_time: 0.1669162661, output_fired_time: 0.0000000000, propagate_forward_time: 9.2253713608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339656830
validation[          , genome  7099] predictions:    9740/  10000 (97.40%), best:    9775/10000 (97.75%), error:       929.41882, best error:       771.22479 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 141.9155120850s, input_fired_time: 1.6651269197, output_fired_time: 1.1303395033, propagate_forward_time: 55.1691589355, propagate_backward_time: 81.1446304321, weight_update_time: 0.1266285330, other_time: 2.8062515259
epoch time: 13.0099382401s, input_fired_time: 0.2081967294, output_fired_time: 0.0000000000, propagate_forward_time: 12.2636098862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381317139
validation[          , genome  7099] predictions:    9759/  10000 (97.59%), best:    9775/10000 (97.75%), error:       838.74353, best error:       771.22479 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 144.8698730469s, input_fired_time: 1.6674244404, output_fired_time: 1.1479796171, propagate_forward_time: 56.3481483459, propagate_backward_time: 82.8903274536, weight_update_time: 0.1275285929, other_time: 2.8160018921
epoch time: 10.3275775909s, input_fired_time: 0.1726846248, output_fired_time: 0.0000000000, propagate_forward_time: 9.7009782791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539146423
validation[          , genome  7099] predictions:    9764/  10000 (97.64%), best:    9775/10000 (97.75%), error:       803.52362, best error:       771.22479 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 125.1274642944s, input_fired_time: 1.5275540352, output_fired_time: 1.0229085684, propagate_forward_time: 48.3169708252, propagate_backward_time: 71.7582244873, weight_update_time: 0.1099666879, other_time: 2.5018005371
epoch time: 10.3130073547s, input_fired_time: 0.1712087691, output_fired_time: 0.0000000000, propagate_forward_time: 9.6939716339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478273392
validation[          , genome  7099] predictions:    9744/  10000 (97.44%), best:    9775/10000 (97.75%), error:       885.52698, best error:       771.22479 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 124.6559982300s, input_fired_time: 1.5239657164, output_fired_time: 1.0137026310, propagate_forward_time: 47.9240722656, propagate_backward_time: 71.6741409302, weight_update_time: 0.1108467802, other_time: 2.5201187134
epoch time: 10.3235273361s, input_fired_time: 0.1731098592, output_fired_time: 0.0000000000, propagate_forward_time: 9.6987810135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4516363144
validation[          , genome  7099] predictions:    9592/  10000 (95.92%), best:    9775/10000 (97.75%), error:      1312.84766, best error:       771.22479 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 136.4605712891s, input_fired_time: 1.6102485657, output_fired_time: 1.0969705582, propagate_forward_time: 52.8467369080, propagate_backward_time: 78.1754608154, weight_update_time: 0.1200181022, other_time: 2.7311553955
epoch time: 11.0156955719s, input_fired_time: 0.1858143359, output_fired_time: 0.0000000000, propagate_forward_time: 10.3498773575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800043106
validation[          , genome  7099] predictions:    9705/  10000 (97.05%), best:    9775/10000 (97.75%), error:       995.31415, best error:       771.22479 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 136.0188140869s, input_fired_time: 1.6148015261, output_fired_time: 1.0942986012, propagate_forward_time: 52.8433303833, propagate_backward_time: 77.7729949951, weight_update_time: 0.1193185151, other_time: 2.6933822632
epoch time: 11.3175325394s, input_fired_time: 0.1829722226, output_fired_time: 0.0000000000, propagate_forward_time: 10.6486387253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4859218597
validation[          , genome  7099] predictions:    9738/  10000 (97.38%), best:    9775/10000 (97.75%), error:       898.87189, best error:       771.22479 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 139.1585388184s, input_fired_time: 1.6260063648, output_fired_time: 1.1085392237, propagate_forward_time: 53.9859848022, propagate_backward_time: 79.7184448242, weight_update_time: 0.1218970567, other_time: 2.7195663452
epoch time: 13.3131084442s, input_fired_time: 0.2113465667, output_fired_time: 0.0000000000, propagate_forward_time: 12.5546369553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5471248627
validation[          , genome  7099] predictions:    9780/  10000 (97.80%), best:    9775/10000 (97.75%), error:       780.58398, best error:       771.22479 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 137.0870666504s, input_fired_time: 1.6259384155, output_fired_time: 1.0941945314, propagate_forward_time: 53.2053604126, propagate_backward_time: 78.4505233765, weight_update_time: 0.1212499738, other_time: 2.7110443115
epoch time: 10.8021631241s, input_fired_time: 0.1789002120, output_fired_time: 0.0000000000, propagate_forward_time: 10.1533498764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4699134827
validation[          , genome  7099] predictions:    9757/  10000 (97.57%), best:    9775/10000 (97.75%), error:       825.53394, best error:       771.22479 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 127.1269226074s, input_fired_time: 1.5569816828, output_fired_time: 1.0307830572, propagate_forward_time: 49.3484077454, propagate_backward_time: 72.5970764160, weight_update_time: 0.1142199114, other_time: 2.5936737061
epoch time: 12.5569677353s, input_fired_time: 0.2064869702, output_fired_time: 0.0000000000, propagate_forward_time: 11.8169469833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335340500
validation[          , genome  7099] predictions:    9665/  10000 (96.65%), best:    9775/10000 (97.75%), error:      1121.70679, best error:       771.22479 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 145.0037231445s, input_fired_time: 1.7071728706, output_fired_time: 1.1476567984, propagate_forward_time: 56.3366508484, propagate_backward_time: 82.9174575806, weight_update_time: 0.1295994222, other_time: 2.8947830200
epoch time: 9.4344320297s, input_fired_time: 0.1727593392, output_fired_time: 0.0000000000, propagate_forward_time: 8.8236675262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4380054474
validation[          , genome  7099] predictions:    9757/  10000 (97.57%), best:    9775/10000 (97.75%), error:       839.87317, best error:       771.22479 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 118.2391052246s, input_fired_time: 1.5458642244, output_fired_time: 0.9740284681, propagate_forward_time: 45.4061698914, propagate_backward_time: 67.6861267090, weight_update_time: 0.1123839021, other_time: 2.6269073486
epoch time: 9.5356578827s, input_fired_time: 0.1740011722, output_fired_time: 0.0000000000, propagate_forward_time: 8.9121417999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4495153427
validation[          , genome  7099] predictions:    9730/  10000 (97.30%), best:    9775/10000 (97.75%), error:       917.72784, best error:       771.22479 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 124.2828979492s, input_fired_time: 1.5244203806, output_fired_time: 1.0112004280, propagate_forward_time: 47.5994834900, propagate_backward_time: 71.6596832275, weight_update_time: 0.1096213087, other_time: 2.4881134033
epoch time: 10.1111831665s, input_fired_time: 0.1703154594, output_fired_time: 0.0000000000, propagate_forward_time: 9.5001440048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407234192
validation[          , genome  7099] predictions:    9739/  10000 (97.39%), best:    9775/10000 (97.75%), error:       904.00061, best error:       771.22479 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 124.9005737305s, input_fired_time: 1.5299012661, output_fired_time: 1.0138559341, propagate_forward_time: 48.1321029663, propagate_backward_time: 71.7300796509, weight_update_time: 0.1108360440, other_time: 2.4946365356
epoch time: 10.2804298401s, input_fired_time: 0.1733739078, output_fired_time: 0.0000000000, propagate_forward_time: 9.6616420746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4454135895
validation[          , genome  7099] predictions:    9736/  10000 (97.36%), best:    9775/10000 (97.75%), error:       873.40515, best error:       771.22479 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 153.4792022705s, input_fired_time: 1.7252197266, output_fired_time: 1.2028366327, propagate_forward_time: 59.5890655518, propagate_backward_time: 88.0114364624, weight_update_time: 0.1336709410, other_time: 2.9506454468
epoch time: 10.3579759598s, input_fired_time: 0.1755935103, output_fired_time: 0.0000000000, propagate_forward_time: 9.7296514511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4527311325
validation[          , genome  7099] predictions:    9670/  10000 (96.70%), best:    9775/10000 (97.75%), error:      1216.62500, best error:       771.22479 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 149.7458953857s, input_fired_time: 1.7104260921, output_fired_time: 1.1813595295, propagate_forward_time: 58.2451133728, propagate_backward_time: 85.6943130493, weight_update_time: 0.1297474951, other_time: 2.9146804810
epoch time: 13.7102394104s, input_fired_time: 0.2134200782, output_fired_time: 0.0000000000, propagate_forward_time: 12.9327917099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5640277863
validation[          , genome  7099] predictions:    9748/  10000 (97.48%), best:    9775/10000 (97.75%), error:       887.72058, best error:       771.22479 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 143.8330688477s, input_fired_time: 1.6645895243, output_fired_time: 1.1468536854, propagate_forward_time: 55.8260612488, propagate_backward_time: 82.3998718262, weight_update_time: 0.1252679974, other_time: 2.7956848145
epoch time: 10.4306707382s, input_fired_time: 0.1735398918, output_fired_time: 0.0000000000, propagate_forward_time: 9.8066024780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505281448
validation[          , genome  7099] predictions:    9744/  10000 (97.44%), best:    9775/10000 (97.75%), error:       950.23438, best error:       771.22479 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 139.3050842285s, input_fired_time: 1.6316008568, output_fired_time: 1.1027752161, propagate_forward_time: 54.0066642761, propagate_backward_time: 79.8336791992, weight_update_time: 0.1219794229, other_time: 2.7303619385
epoch time: 10.4681253433s, input_fired_time: 0.1750222147, output_fired_time: 0.0000000000, propagate_forward_time: 9.8361740112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4569292068
validation[          , genome  7099] predictions:    9772/  10000 (97.72%), best:    9775/10000 (97.75%), error:       775.28351, best error:       771.22479 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 130.3929290771s, input_fired_time: 1.5781424046, output_fired_time: 1.0546071529, propagate_forward_time: 50.7360305786, propagate_backward_time: 74.4416046143, weight_update_time: 0.1153074950, other_time: 2.5825500488
epoch time: 10.2711925507s, input_fired_time: 0.1719419956, output_fired_time: 0.0000000000, propagate_forward_time: 9.6504602432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487905502
validation[          , genome  7099] predictions:    9781/  10000 (97.81%), best:    9775/10000 (97.75%), error:       821.71448, best error:       771.22479 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 125.2702407837s, input_fired_time: 1.5351737738, output_fired_time: 1.0194156170, propagate_forward_time: 48.2609176636, propagate_backward_time: 71.9702987671, weight_update_time: 0.1106184125, other_time: 2.4844360352
epoch time: 10.3084554672s, input_fired_time: 0.1741243303, output_fired_time: 0.0000000000, propagate_forward_time: 9.6863031387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4480276108
validation[          , genome  7099] predictions:    9773/  10000 (97.73%), best:    9775/10000 (97.75%), error:       805.96844, best error:       771.22479 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 125.1568145752s, input_fired_time: 1.5376952887, output_fired_time: 1.0197988749, propagate_forward_time: 48.1771736145, propagate_backward_time: 71.9222564697, weight_update_time: 0.1113464162, other_time: 2.4998931885
epoch time: 10.1996984482s, input_fired_time: 0.1727290452, output_fired_time: 0.0000000000, propagate_forward_time: 9.5839385986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430303574
validation[          , genome  7099] predictions:    9774/  10000 (97.74%), best:    9775/10000 (97.75%), error:       828.47858, best error:       771.22479 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 125.1772155762s, input_fired_time: 1.5329946280, output_fired_time: 1.0161772966, propagate_forward_time: 47.9513740540, propagate_backward_time: 72.1985702515, weight_update_time: 0.1103573218, other_time: 2.4780960083
epoch time: 10.1680965424s, input_fired_time: 0.1733677089, output_fired_time: 0.0000000000, propagate_forward_time: 9.5548181534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399108887
validation[          , genome  7099] predictions:    9732/  10000 (97.32%), best:    9775/10000 (97.75%), error:       869.71326, best error:       771.22479 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 122.7757797241s, input_fired_time: 1.5446808338, output_fired_time: 1.0073786974, propagate_forward_time: 47.2452316284, propagate_backward_time: 70.4567108154, weight_update_time: 0.1114928201, other_time: 2.5217819214
epoch time: 11.2785701752s, input_fired_time: 0.1894577444, output_fired_time: 0.0000000000, propagate_forward_time: 10.6035079956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4856042862
validation[          , genome  7099] predictions:    9679/  10000 (96.79%), best:    9775/10000 (97.75%), error:      1095.34924, best error:       771.22479 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 136.1021270752s, input_fired_time: 1.6258150339, output_fired_time: 1.0944883823, propagate_forward_time: 52.5326423645, propagate_backward_time: 78.1500320435, weight_update_time: 0.1190404370, other_time: 2.6991653442
epoch time: 10.4080886841s, input_fired_time: 0.1774503738, output_fired_time: 0.0000000000, propagate_forward_time: 9.7761926651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4544458389
validation[          , genome  7099] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       727.75122, best error:       727.75122 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 127.6549987793s, input_fired_time: 1.5692945719, output_fired_time: 1.0413233042, propagate_forward_time: 49.1462593079, propagate_backward_time: 73.2763442993, weight_update_time: 0.1132812649, other_time: 2.6217727661
epoch time: 10.4817829132s, input_fired_time: 0.1777207553, output_fired_time: 0.0000000000, propagate_forward_time: 9.8419227600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4621391296
validation[          , genome  7099] predictions:    9785/  10000 (97.85%), best:    9810/10000 (98.10%), error:       784.96246, best error:       727.75122 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 126.4688415527s, input_fired_time: 1.5626003742, output_fired_time: 1.0181361437, propagate_forward_time: 48.9613723755, propagate_backward_time: 72.3690109253, weight_update_time: 0.1126007736, other_time: 2.5577239990
epoch time: 11.1263360977s, input_fired_time: 0.1919642538, output_fired_time: 0.0000000000, propagate_forward_time: 10.4427385330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4916334152
validation[          , genome  7099] predictions:    9798/  10000 (97.98%), best:    9810/10000 (98.10%), error:       729.36487, best error:       727.75122 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 145.4120483398s, input_fired_time: 1.6819614172, output_fired_time: 1.1613368988, propagate_forward_time: 56.3484725952, propagate_backward_time: 83.4108352661, weight_update_time: 0.1270763129, other_time: 2.8094482422
epoch time: 10.1632642746s, input_fired_time: 0.1735344231, output_fired_time: 0.0000000000, propagate_forward_time: 9.5432109833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4465188980
validation[          , genome  7099] predictions:    9764/  10000 (97.64%), best:    9810/10000 (98.10%), error:       848.87085, best error:       727.75122 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 136.8279113770s, input_fired_time: 1.6308201551, output_fired_time: 1.0990562439, propagate_forward_time: 53.1514511108, propagate_backward_time: 78.2532501221, weight_update_time: 0.1199811324, other_time: 2.6933364868
epoch time: 10.2821846008s, input_fired_time: 0.1752090603, output_fired_time: 0.0000000000, propagate_forward_time: 9.6585550308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484205246
validation[          , genome  7099] predictions:    9744/  10000 (97.44%), best:    9810/10000 (98.10%), error:       906.70013, best error:       727.75122 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 146.8516998291s, input_fired_time: 1.7136654854, output_fired_time: 1.1540185213, propagate_forward_time: 57.1666717529, propagate_backward_time: 83.9590835571, weight_update_time: 0.1300052106, other_time: 2.8582534790
epoch time: 9.5100536346s, input_fired_time: 0.1767754257, output_fired_time: 0.0000000000, propagate_forward_time: 8.8734874725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4597911835
validation[          , genome  7099] predictions:    9749/  10000 (97.49%), best:    9810/10000 (98.10%), error:       881.25708, best error:       727.75122 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 134.9331817627s, input_fired_time: 1.6302536726, output_fired_time: 1.0826313496, propagate_forward_time: 52.0682296753, propagate_backward_time: 77.4213333130, weight_update_time: 0.1210171282, other_time: 2.7307434082
epoch time: 9.5952320099s, input_fired_time: 0.1757406294, output_fired_time: 0.0000000000, propagate_forward_time: 8.9767589569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427328110
validation[          , genome  7099] predictions:    9687/  10000 (96.87%), best:    9810/10000 (98.10%), error:      1077.02979, best error:       727.75122 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 117.5638885498s, input_fired_time: 1.5334721804, output_fired_time: 0.9721054435, propagate_forward_time: 45.2098197937, propagate_backward_time: 67.2477874756, weight_update_time: 0.1119738966, other_time: 2.6007080078
epoch time: 9.7016429901s, input_fired_time: 0.1764323860, output_fired_time: 0.0000000000, propagate_forward_time: 9.0719194412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4532909393
validation[          , genome  7099] predictions:    9779/  10000 (97.79%), best:    9810/10000 (98.10%), error:       794.15625, best error:       727.75122 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 137.6183776855s, input_fired_time: 1.6613301039, output_fired_time: 1.1060434580, propagate_forward_time: 53.5133552551, propagate_backward_time: 78.5542678833, weight_update_time: 0.1247634068, other_time: 2.7833786011
epoch time: 13.6833753586s, input_fired_time: 0.2185984254, output_fired_time: 0.0000000000, propagate_forward_time: 12.9069414139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5578355789
validation[          , genome  7099] predictions:    9772/  10000 (97.72%), best:    9810/10000 (98.10%), error:       780.89557, best error:       727.75122 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 140.0284881592s, input_fired_time: 1.6459058523, output_fired_time: 1.1146697998, propagate_forward_time: 54.6112861633, propagate_backward_time: 79.9339447021, weight_update_time: 0.1220137924, other_time: 2.7226867676
epoch time: 10.2958068848s, input_fired_time: 0.1737850010, output_fired_time: 0.0000000000, propagate_forward_time: 9.6754064560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466152191
validation[          , genome  7099] predictions:    9736/  10000 (97.36%), best:    9810/10000 (98.10%), error:       896.78711, best error:       727.75122 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 131.0647430420s, input_fired_time: 1.5830688477, output_fired_time: 1.0575442314, propagate_forward_time: 50.6394042969, propagate_backward_time: 75.1446990967, weight_update_time: 0.1142933741, other_time: 2.6400299072
epoch time: 13.0604295731s, input_fired_time: 0.2056800574, output_fired_time: 0.0000000000, propagate_forward_time: 12.3029470444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518026352
validation[          , genome  7099] predictions:    9790/  10000 (97.90%), best:    9810/10000 (98.10%), error:       764.97375, best error:       727.75122 on epoch:    89, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 128.1848754883s, input_fired_time: 1.5688378811, output_fired_time: 1.0450112820, propagate_forward_time: 49.7059478760, propagate_backward_time: 73.2708816528, weight_update_time: 0.1129823178, other_time: 2.5941925049
epoch time: 10.2914237976s, input_fired_time: 0.1753383279, output_fired_time: 0.0000000000, propagate_forward_time: 9.6674509048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486341476
validation[          , genome  7099] predictions:    9768/  10000 (97.68%), best:    9810/10000 (98.10%), error:       823.70721, best error:       727.75122 on epoch:    89, 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: 52.2701148987s, input_fired_time: 0.8890241385, output_fired_time: 0.0000000000, propagate_forward_time: 49.0471496582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3339424133
best training[          , genome  7099] predictions:   49756/  50000 (99.51%), best:    9810/10000 (98.10%), error:      1145.41077, best error:       727.75122 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 10.2938299179s, input_fired_time: 0.1763896197, output_fired_time: 0.0000000000, propagate_forward_time: 9.6537332535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637069702
   testing[          , genome  7099] predictions:    9809/  10000 (98.09%), best:    9810/10000 (98.10%), error:       632.24274, best error:       727.75122 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:32:33 (42696): called boinc_finish(0)

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