Nameexact_genome_1512568488_41_6420_0
Workunit2603412
Created7 Dec 2017, 19:48:54 UTC
Sent7 Dec 2017, 19:51:04 UTC
Report deadline21 Dec 2017, 10:59:58 UTC
Received8 Dec 2017, 18:13:37 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time6 hours 37 min 13 sec
CPU time6 hours 36 min 40 sec
Validate stateValid
Credit3,407.80
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.14 MB
Peak swap size153.86 MB
Peak disk usage1.27 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
57s, input_fired_time: 0.2413645685, output_fired_time: 0.0000000000, propagate_forward_time: 17.0103816986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6199684143
validation[          , genome  6420] predictions:    9733/  10000 (97.33%), best:    9751/10000 (97.51%), error:       879.32220, best error:       835.52411 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 220.4332885742s, input_fired_time: 2.0911400318, output_fired_time: 1.5026191473, propagate_forward_time: 85.4774017334, propagate_backward_time: 127.8293228149, weight_update_time: 0.1700442880, other_time: 3.5327987671
epoch time: 17.9701728821s, input_fired_time: 0.2428826243, output_fired_time: 0.0000000000, propagate_forward_time: 17.1019706726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6253204346
validation[          , genome  6420] predictions:    9725/  10000 (97.25%), best:    9751/10000 (97.51%), error:       892.06097, best error:       835.52411 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 220.4039306641s, input_fired_time: 2.0935614109, output_fired_time: 1.5038874149, propagate_forward_time: 85.4882125854, propagate_backward_time: 127.8000259399, weight_update_time: 0.1708883643, other_time: 3.5182418823
epoch time: 17.9551105499s, input_fired_time: 0.2414447069, output_fired_time: 0.0000000000, propagate_forward_time: 17.0888957977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6247692108
validation[          , genome  6420] predictions:    9759/  10000 (97.59%), best:    9751/10000 (97.51%), error:       838.31628, best error:       835.52411 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 219.6742248535s, input_fired_time: 2.0902409554, output_fired_time: 1.5022568703, propagate_forward_time: 85.1396026611, propagate_backward_time: 127.4472122192, weight_update_time: 0.1691319048, other_time: 3.4949111938
epoch time: 17.8849258423s, input_fired_time: 0.2430100739, output_fired_time: 0.0000000000, propagate_forward_time: 17.0148868561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6270294189
validation[          , genome  6420] predictions:    9749/  10000 (97.49%), best:    9751/10000 (97.51%), error:       850.48358, best error:       835.52411 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 219.9772644043s, input_fired_time: 2.0857634544, output_fired_time: 1.4993789196, propagate_forward_time: 85.3538284302, propagate_backward_time: 127.5289154053, weight_update_time: 0.1698227525, other_time: 3.5093841553
epoch time: 17.9818687439s, input_fired_time: 0.2445315421, output_fired_time: 0.0000000000, propagate_forward_time: 17.1121578217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6251792908
validation[          , genome  6420] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       809.43353, best error:       809.43353 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 220.0786590576s, input_fired_time: 2.0902917385, output_fired_time: 1.5016993284, propagate_forward_time: 85.4173049927, propagate_backward_time: 127.5708923340, weight_update_time: 0.1685101986, other_time: 3.4984741211
epoch time: 17.9751110077s, input_fired_time: 0.2432254106, output_fired_time: 0.0000000000, propagate_forward_time: 17.0950832367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6368026733
validation[          , genome  6420] predictions:    9739/  10000 (97.39%), best:    9760/10000 (97.60%), error:       904.09290, best error:       809.43353 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 220.2279052734s, input_fired_time: 2.0936415195, output_fired_time: 1.5036069155, propagate_forward_time: 85.2797470093, propagate_backward_time: 127.8381423950, weight_update_time: 0.1692131013, other_time: 3.5127792358
epoch time: 17.8810939789s, input_fired_time: 0.2444607913, output_fired_time: 0.0000000000, propagate_forward_time: 17.0042018890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6324310303
validation[          , genome  6420] predictions:    9753/  10000 (97.53%), best:    9760/10000 (97.60%), error:       825.23114, best error:       809.43353 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 220.1329345703s, input_fired_time: 2.0933022499, output_fired_time: 1.4968613386, propagate_forward_time: 85.3390502930, propagate_backward_time: 127.6773681641, weight_update_time: 0.1703924388, other_time: 3.5263519287
epoch time: 17.9022045135s, input_fired_time: 0.2409249395, output_fired_time: 0.0000000000, propagate_forward_time: 17.0404415131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6208381653
validation[          , genome  6420] predictions:    9716/  10000 (97.16%), best:    9760/10000 (97.60%), error:       907.48871, best error:       809.43353 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 216.5520629883s, input_fired_time: 2.0712442398, output_fired_time: 1.4758149385, propagate_forward_time: 83.9619674683, propagate_backward_time: 125.5482635498, weight_update_time: 0.1672845483, other_time: 3.4947662354
epoch time: 17.9467887878s, input_fired_time: 0.2420928478, output_fired_time: 0.0000000000, propagate_forward_time: 17.0680141449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6366825104
validation[          , genome  6420] predictions:    9738/  10000 (97.38%), best:    9760/10000 (97.60%), error:       860.71600, best error:       809.43353 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 216.2538757324s, input_fired_time: 2.0730381012, output_fired_time: 1.4812394381, propagate_forward_time: 83.9850387573, propagate_backward_time: 125.2659225464, weight_update_time: 0.1651729941, other_time: 3.4486160278
epoch time: 16.5877475739s, input_fired_time: 0.2277736366, output_fired_time: 0.0000000000, propagate_forward_time: 15.7616090775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5983648300
validation[          , genome  6420] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       797.88324, best error:       797.88324 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 210.9746856689s, input_fired_time: 2.0407178402, output_fired_time: 1.4447375536, propagate_forward_time: 81.9312591553, propagate_backward_time: 122.1051559448, weight_update_time: 0.1631182432, other_time: 3.4528274536
epoch time: 17.9255275726s, input_fired_time: 0.2428349406, output_fired_time: 0.0000000000, propagate_forward_time: 17.0667610168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6159324646
validation[          , genome  6420] predictions:    9743/  10000 (97.43%), best:    9763/10000 (97.63%), error:       806.63898, best error:       797.88324 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 207.9704742432s, input_fired_time: 2.0291600227, output_fired_time: 1.4264746904, propagate_forward_time: 80.8489913940, propagate_backward_time: 120.2509536743, weight_update_time: 0.1619402170, other_time: 3.4149017334
epoch time: 15.3724489212s, input_fired_time: 0.2225655913, output_fired_time: 0.0000000000, propagate_forward_time: 14.5684242249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5814590454
validation[          , genome  6420] predictions:    9755/  10000 (97.55%), best:    9763/10000 (97.63%), error:       812.24274, best error:       797.88324 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 207.3708953857s, input_fired_time: 2.0247020721, output_fired_time: 1.4265052080, propagate_forward_time: 80.4335632324, propagate_backward_time: 120.0613937378, weight_update_time: 0.1619721949, other_time: 3.4247360229
epoch time: 17.9565658569s, input_fired_time: 0.2457436770, output_fired_time: 0.0000000000, propagate_forward_time: 17.0908107758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6200122833
validation[          , genome  6420] predictions:    9753/  10000 (97.53%), best:    9763/10000 (97.63%), error:       819.71423, best error:       797.88324 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 218.9149169922s, input_fired_time: 2.0778212547, output_fired_time: 1.4902484417, propagate_forward_time: 84.9034347534, propagate_backward_time: 126.9886856079, weight_update_time: 0.1671839654, other_time: 3.4547348022
epoch time: 17.8772964478s, input_fired_time: 0.2454752028, output_fired_time: 0.0000000000, propagate_forward_time: 17.0137653351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6180553436
validation[          , genome  6420] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       793.71472, best error:       793.71472 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 213.5568847656s, input_fired_time: 2.0576572418, output_fired_time: 1.4437835217, propagate_forward_time: 82.9975891113, propagate_backward_time: 123.6236267090, weight_update_time: 0.1643269658, other_time: 3.4342193604
epoch time: 17.9295310974s, input_fired_time: 0.2419641763, output_fired_time: 0.0000000000, propagate_forward_time: 17.0577945709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6297721863
validation[          , genome  6420] predictions:    9723/  10000 (97.23%), best:    9769/10000 (97.69%), error:       889.25604, best error:       793.71472 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 219.8661956787s, input_fired_time: 2.0964758396, output_fired_time: 1.4884860516, propagate_forward_time: 85.3286132812, propagate_backward_time: 127.4458465576, weight_update_time: 0.1674474031, other_time: 3.5067749023
epoch time: 17.8973045349s, input_fired_time: 0.2474798560, output_fired_time: 0.0000000000, propagate_forward_time: 17.0191783905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6306457520
validation[          , genome  6420] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       768.30402, best error:       768.30402 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 220.2443084717s, input_fired_time: 2.1127421856, output_fired_time: 1.4908545017, propagate_forward_time: 85.4139785767, propagate_backward_time: 127.6823883057, weight_update_time: 0.1697681546, other_time: 3.5443267822
epoch time: 17.8333625793s, input_fired_time: 0.2520503402, output_fired_time: 0.0000000000, propagate_forward_time: 16.9389019012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6424102783
validation[          , genome  6420] predictions:    9736/  10000 (97.36%), best:    9766/10000 (97.66%), error:       876.75000, best error:       768.30402 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 219.3138275146s, input_fired_time: 2.1000020504, output_fired_time: 1.4858272076, propagate_forward_time: 85.1215896606, propagate_backward_time: 127.1198120117, weight_update_time: 0.1712809801, other_time: 3.4866027832
epoch time: 17.9717636108s, input_fired_time: 0.2460877746, output_fired_time: 0.0000000000, propagate_forward_time: 17.0959701538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6297054291
validation[          , genome  6420] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       765.63776, best error:       765.63776 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 219.7935943604s, input_fired_time: 2.0984456539, output_fired_time: 1.4955948591, propagate_forward_time: 85.3109130859, propagate_backward_time: 127.3850708008, weight_update_time: 0.1690590829, other_time: 3.5035705566
epoch time: 14.8715476990s, input_fired_time: 0.2201270908, output_fired_time: 0.0000000000, propagate_forward_time: 14.0646657944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5867547989
validation[          , genome  6420] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       740.58990, best error:       740.58990 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 211.5328216553s, input_fired_time: 2.0615742207, output_fired_time: 1.4529684782, propagate_forward_time: 82.1110916138, propagate_backward_time: 122.4665908813, weight_update_time: 0.1636091024, other_time: 3.4405975342
epoch time: 17.9286193848s, input_fired_time: 0.2465763986, output_fired_time: 0.0000000000, propagate_forward_time: 17.0472049713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6348381042
validation[          , genome  6420] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       760.10175, best error:       740.58990 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 216.8270874023s, input_fired_time: 2.0780539513, output_fired_time: 1.4598052502, propagate_forward_time: 84.1123275757, propagate_backward_time: 125.6820297241, weight_update_time: 0.1670704633, other_time: 3.4948806763
epoch time: 17.9308509827s, input_fired_time: 0.2451114804, output_fired_time: 0.0000000000, propagate_forward_time: 17.0629596710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6227798462
validation[          , genome  6420] predictions:    9759/  10000 (97.59%), best:    9770/10000 (97.70%), error:       805.42676, best error:       740.58990 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 214.9263305664s, input_fired_time: 2.0720264912, output_fired_time: 1.4657701254, propagate_forward_time: 83.4061279297, propagate_backward_time: 124.5309371948, weight_update_time: 0.1660545766, other_time: 3.4514694214
epoch time: 17.9763088226s, input_fired_time: 0.2453875244, output_fired_time: 0.0000000000, propagate_forward_time: 17.1067752838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6241455078
validation[          , genome  6420] predictions:    9774/  10000 (97.74%), best:    9770/10000 (97.70%), error:       800.02539, best error:       740.58990 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 219.2633819580s, input_fired_time: 2.1061866283, output_fired_time: 1.4821003675, propagate_forward_time: 84.9897918701, propagate_backward_time: 127.1954269409, weight_update_time: 0.1685945988, other_time: 3.4898757935
epoch time: 17.9660339355s, input_fired_time: 0.2455094159, output_fired_time: 0.0000000000, propagate_forward_time: 17.0885848999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6319389343
validation[          , genome  6420] predictions:    9761/  10000 (97.61%), best:    9770/10000 (97.70%), error:       759.90765, best error:       740.58990 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 217.4014434814s, input_fired_time: 2.0956478119, output_fired_time: 1.4727392197, propagate_forward_time: 84.3041458130, propagate_backward_time: 126.0575637817, weight_update_time: 0.1671189964, other_time: 3.4713668823
epoch time: 17.6744823456s, input_fired_time: 0.2431719303, output_fired_time: 0.0000000000, propagate_forward_time: 16.8141250610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6171855927
validation[          , genome  6420] predictions:    9769/  10000 (97.69%), best:    9770/10000 (97.70%), error:       784.72754, best error:       740.58990 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 218.7069854736s, input_fired_time: 2.0912306309, output_fired_time: 1.4768506289, propagate_forward_time: 84.8976440430, propagate_backward_time: 126.7767868042, weight_update_time: 0.1671073437, other_time: 3.4644699097
epoch time: 17.9576034546s, input_fired_time: 0.2456571609, output_fired_time: 0.0000000000, propagate_forward_time: 17.0882110596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6237354279
validation[          , genome  6420] predictions:    9765/  10000 (97.65%), best:    9770/10000 (97.70%), error:       793.97485, best error:       740.58990 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 217.2779083252s, input_fired_time: 2.0804183483, output_fired_time: 1.4797446728, propagate_forward_time: 84.5254592896, propagate_backward_time: 125.7529373169, weight_update_time: 0.1650554836, other_time: 3.4393539429
epoch time: 17.9075374603s, input_fired_time: 0.2458495349, output_fired_time: 0.0000000000, propagate_forward_time: 17.0521259308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6095619202
validation[          , genome  6420] predictions:    9750/  10000 (97.50%), best:    9770/10000 (97.70%), error:       843.83337, best error:       740.58990 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 215.8232116699s, input_fired_time: 2.0802135468, output_fired_time: 1.4715964794, propagate_forward_time: 83.8656845093, propagate_backward_time: 124.9393615723, weight_update_time: 0.1668560058, other_time: 3.4663391113
epoch time: 17.8695011139s, input_fired_time: 0.2459443361, output_fired_time: 0.0000000000, propagate_forward_time: 16.9941043854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6294517517
validation[          , genome  6420] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       769.89026, best error:       740.58990 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 200.4125213623s, input_fired_time: 2.0019030571, output_fired_time: 1.3861758709, propagate_forward_time: 77.8356094360, propagate_backward_time: 115.8262786865, weight_update_time: 0.1576854140, other_time: 3.3625564575
epoch time: 17.7182464600s, input_fired_time: 0.2414880544, output_fired_time: 0.0000000000, propagate_forward_time: 16.8636837006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6130752563
validation[          , genome  6420] predictions:    9804/  10000 (98.04%), best:    9804/10000 (98.04%), error:       731.02319, best error:       731.02319 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 217.9629669189s, input_fired_time: 2.0821263790, output_fired_time: 1.4681744576, propagate_forward_time: 84.7501907349, propagate_backward_time: 126.1825485229, weight_update_time: 0.1663638502, other_time: 3.4799270630
epoch time: 17.5457744598s, input_fired_time: 0.2409628332, output_fired_time: 0.0000000000, propagate_forward_time: 16.6847743988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6200370789
validation[          , genome  6420] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       673.02148, best error:       673.02148 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 219.5859527588s, input_fired_time: 2.1052060127, output_fired_time: 1.4908387661, propagate_forward_time: 85.2324676514, propagate_backward_time: 127.2696533203, weight_update_time: 0.1679275483, other_time: 3.4877777100
epoch time: 17.9720001221s, input_fired_time: 0.2458429784, output_fired_time: 0.0000000000, propagate_forward_time: 17.1083774567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6177787781
validation[          , genome  6420] predictions:    9779/  10000 (97.79%), best:    9797/10000 (97.97%), error:       788.49640, best error:       673.02148 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 220.2506408691s, input_fired_time: 2.1060755253, output_fired_time: 1.4989527464, propagate_forward_time: 85.4146194458, propagate_backward_time: 127.7219009399, weight_update_time: 0.1693949699, other_time: 3.5090866089
epoch time: 17.9351253510s, input_fired_time: 0.2456522137, output_fired_time: 0.0000000000, propagate_forward_time: 17.0651626587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6243095398
validation[          , genome  6420] predictions:    9765/  10000 (97.65%), best:    9797/10000 (97.97%), error:       798.74451, best error:       673.02148 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 219.8294830322s, input_fired_time: 2.1116116047, output_fired_time: 1.4984086752, propagate_forward_time: 85.3482437134, propagate_backward_time: 127.3593597412, weight_update_time: 0.1688893586, other_time: 3.5118560791
epoch time: 17.9487476349s, input_fired_time: 0.2465780526, output_fired_time: 0.0000000000, propagate_forward_time: 17.0737781525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6283912659
validation[          , genome  6420] predictions:    9766/  10000 (97.66%), best:    9797/10000 (97.97%), error:       764.08795, best error:       673.02148 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 209.5435180664s, input_fired_time: 2.0615060329, output_fired_time: 1.4406566620, propagate_forward_time: 81.4714202881, propagate_backward_time: 121.1316375732, weight_update_time: 0.1638795137, other_time: 3.4382934570
epoch time: 17.7456111908s, input_fired_time: 0.2465710491, output_fired_time: 0.0000000000, propagate_forward_time: 16.8737239838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6253166199
validation[          , genome  6420] predictions:    9712/  10000 (97.12%), best:    9797/10000 (97.97%), error:       879.28210, best error:       673.02148 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 213.2697296143s, input_fired_time: 2.0682539940, output_fired_time: 1.4518831968, propagate_forward_time: 82.9275665283, propagate_backward_time: 123.3532180786, weight_update_time: 0.1655889452, other_time: 3.4688034058
epoch time: 17.9043045044s, input_fired_time: 0.2462860793, output_fired_time: 0.0000000000, propagate_forward_time: 17.0481109619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6099071503
validation[          , genome  6420] predictions:    9776/  10000 (97.76%), best:    9797/10000 (97.97%), error:       715.34851, best error:       673.02148 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 219.2025146484s, input_fired_time: 2.0993535519, output_fired_time: 1.4827061892, propagate_forward_time: 85.1146621704, propagate_backward_time: 127.0215072632, weight_update_time: 0.1676919758, other_time: 3.4842910767
epoch time: 17.9495220184s, input_fired_time: 0.2456414253, output_fired_time: 0.0000000000, propagate_forward_time: 17.0823554993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6215248108
validation[          , genome  6420] predictions:    9790/  10000 (97.90%), best:    9797/10000 (97.97%), error:       722.45990, best error:       673.02148 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 215.1076507568s, input_fired_time: 2.0826289654, output_fired_time: 1.4719341993, propagate_forward_time: 83.5395584106, propagate_backward_time: 124.5497970581, weight_update_time: 0.1657629311, other_time: 3.4637222290
epoch time: 17.9395637512s, input_fired_time: 0.2477471381, output_fired_time: 0.0000000000, propagate_forward_time: 17.0725326538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6192836761
validation[          , genome  6420] predictions:    9771/  10000 (97.71%), best:    9797/10000 (97.97%), error:       749.09192, best error:       673.02148 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 219.4070281982s, input_fired_time: 2.1037781239, output_fired_time: 1.4852315187, propagate_forward_time: 85.2341003418, propagate_backward_time: 127.1155090332, weight_update_time: 0.1672873944, other_time: 3.4684143066
epoch time: 17.8873634338s, input_fired_time: 0.2468536645, output_fired_time: 0.0000000000, propagate_forward_time: 17.0157318115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6247787476
validation[          , genome  6420] predictions:    9796/  10000 (97.96%), best:    9797/10000 (97.97%), error:       740.23315, best error:       673.02148 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 219.0737915039s, input_fired_time: 2.1025390625, output_fired_time: 1.4899570942, propagate_forward_time: 85.1312866211, propagate_backward_time: 126.8471374512, weight_update_time: 0.1674119979, other_time: 3.5028686523
epoch time: 17.9427986145s, input_fired_time: 0.2480226606, output_fired_time: 0.0000000000, propagate_forward_time: 17.0588035583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6359729767
validation[          , genome  6420] predictions:    9774/  10000 (97.74%), best:    9797/10000 (97.97%), error:       770.29285, best error:       673.02148 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 219.2902984619s, input_fired_time: 2.1072001457, output_fired_time: 1.4879988432, propagate_forward_time: 85.2493972778, propagate_backward_time: 126.9781799316, weight_update_time: 0.1657013595, other_time: 3.4675292969
epoch time: 17.8896732330s, input_fired_time: 0.2457984835, output_fired_time: 0.0000000000, propagate_forward_time: 17.0177326202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6261425018
validation[          , genome  6420] predictions:    9757/  10000 (97.57%), best:    9797/10000 (97.97%), error:       818.13452, best error:       673.02148 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 217.2735595703s, input_fired_time: 2.1035954952, output_fired_time: 1.4824231863, propagate_forward_time: 84.2923736572, propagate_backward_time: 125.9162445068, weight_update_time: 0.1676431447, other_time: 3.4789276123
epoch time: 16.6458930969s, input_fired_time: 0.2411329448, output_fired_time: 0.0000000000, propagate_forward_time: 15.7906303406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6141300201
validation[          , genome  6420] predictions:    9778/  10000 (97.78%), best:    9797/10000 (97.97%), error:       784.94019, best error:       673.02148 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 209.5613861084s, input_fired_time: 2.0616865158, output_fired_time: 1.4351234436, propagate_forward_time: 81.4022140503, propagate_backward_time: 121.2235183716, weight_update_time: 0.1623992622, other_time: 3.4388427734
epoch time: 17.8801116943s, input_fired_time: 0.2498400211, output_fired_time: 0.0000000000, propagate_forward_time: 16.9963912964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6338806152
validation[          , genome  6420] predictions:    9626/  10000 (96.26%), best:    9797/10000 (97.97%), error:      1203.49609, best error:       673.02148 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 217.0839691162s, input_fired_time: 2.1053092480, output_fired_time: 1.4795053005, propagate_forward_time: 84.1131973267, propagate_backward_time: 125.9010620117, weight_update_time: 0.1664562225, other_time: 3.4848937988
epoch time: 17.9078502655s, input_fired_time: 0.2494248748, output_fired_time: 0.0000000000, propagate_forward_time: 17.0395793915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6188468933
validation[          , genome  6420] predictions:    9778/  10000 (97.78%), best:    9797/10000 (97.97%), error:       767.83264, best error:       673.02148 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 218.3330841064s, input_fired_time: 2.1078705788, output_fired_time: 1.4846439362, propagate_forward_time: 84.7011108398, propagate_backward_time: 126.5645523071, weight_update_time: 0.1665343791, other_time: 3.4749069214
epoch time: 16.9422874451s, input_fired_time: 0.2436334044, output_fired_time: 0.0000000000, propagate_forward_time: 16.0793380737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6193161011
validation[          , genome  6420] predictions:    9787/  10000 (97.87%), best:    9797/10000 (97.97%), error:       725.72040, best error:       673.02148 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 215.2801361084s, input_fired_time: 2.0925395489, output_fired_time: 1.4556365013, propagate_forward_time: 83.5281829834, propagate_backward_time: 124.7253341675, weight_update_time: 0.1666418761, other_time: 3.4784317017
epoch time: 16.7759876251s, input_fired_time: 0.2416431457, output_fired_time: 0.0000000000, propagate_forward_time: 15.9282083511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6061353683
validation[          , genome  6420] predictions:    9735/  10000 (97.35%), best:    9797/10000 (97.97%), error:       877.93408, best error:       673.02148 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 214.7899169922s, input_fired_time: 2.0976340771, output_fired_time: 1.4722914696, propagate_forward_time: 83.2735824585, propagate_backward_time: 124.4862899780, weight_update_time: 0.1658359766, other_time: 3.4601135254
epoch time: 17.9468002319s, input_fired_time: 0.2497006953, output_fired_time: 0.0000000000, propagate_forward_time: 17.0738296509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6232700348
validation[          , genome  6420] predictions:    9787/  10000 (97.87%), best:    9797/10000 (97.97%), error:       690.12695, best error:       673.02148 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 218.5138397217s, input_fired_time: 2.0963943005, output_fired_time: 1.4752879143, propagate_forward_time: 84.9024505615, propagate_backward_time: 126.5648422241, weight_update_time: 0.1659971625, other_time: 3.4748764038
epoch time: 17.7325019836s, input_fired_time: 0.2475993484, output_fired_time: 0.0000000000, propagate_forward_time: 16.8706626892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6142406464
validation[          , genome  6420] predictions:    9776/  10000 (97.76%), best:    9797/10000 (97.97%), error:       749.68951, best error:       673.02148 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 220.6567077637s, input_fired_time: 2.1390991211, output_fired_time: 1.4989382029, propagate_forward_time: 85.7128906250, propagate_backward_time: 127.7701187134, weight_update_time: 0.1696647406, other_time: 3.5356674194
epoch time: 18.0662975311s, input_fired_time: 0.2498357147, output_fired_time: 0.0000000000, propagate_forward_time: 17.1574420929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6590194702
validation[          , genome  6420] predictions:    9774/  10000 (97.74%), best:    9797/10000 (97.97%), error:       732.15460, best error:       673.02148 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 220.5792999268s, input_fired_time: 2.1263263226, output_fired_time: 1.4959732294, propagate_forward_time: 85.7194061279, propagate_backward_time: 127.7223663330, weight_update_time: 0.1675869226, other_time: 3.5152282715
epoch time: 18.0096702576s, input_fired_time: 0.2506101131, output_fired_time: 0.0000000000, propagate_forward_time: 17.1094951630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6495647430
validation[          , genome  6420] predictions:    9785/  10000 (97.85%), best:    9797/10000 (97.97%), error:       739.64490, best error:       673.02148 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 219.9450225830s, input_fired_time: 2.1251804829, output_fired_time: 1.4932626486, propagate_forward_time: 85.4163970947, propagate_backward_time: 127.3849334717, weight_update_time: 0.1691640764, other_time: 3.5252532959
epoch time: 17.9527740479s, input_fired_time: 0.2489558011, output_fired_time: 0.0000000000, propagate_forward_time: 17.0733356476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6304817200
validation[          , genome  6420] predictions:    9786/  10000 (97.86%), best:    9797/10000 (97.97%), error:       703.12445, best error:       673.02148 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 216.5910034180s, input_fired_time: 2.1108894348, output_fired_time: 1.4765824080, propagate_forward_time: 84.1246261597, propagate_backward_time: 125.4090347290, weight_update_time: 0.1658743769, other_time: 3.4698715210
epoch time: 17.8179054260s, input_fired_time: 0.2486400008, output_fired_time: 0.0000000000, propagate_forward_time: 16.9461212158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6231441498
validation[          , genome  6420] predictions:    9790/  10000 (97.90%), best:    9797/10000 (97.97%), error:       717.68494, best error:       673.02148 on epoch:    42, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 220.3198699951s, input_fired_time: 2.1378703117, output_fired_time: 1.4984532595, propagate_forward_time: 85.4550781250, propagate_backward_time: 127.6965713501, weight_update_time: 0.1696372926, other_time: 3.5318984985
epoch time: 17.9725418091s, input_fired_time: 0.2518804371, output_fired_time: 0.0000000000, propagate_forward_time: 17.0979461670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6227149963
validation[          , genome  6420] predictions:    9807/  10000 (98.07%), best:    9797/10000 (97.97%), error:       683.25293, best error:       673.02148 on epoch:    42, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 218.1096343994s, input_fired_time: 2.1248950958, output_fired_time: 1.4865773916, propagate_forward_time: 84.6477355957, propagate_backward_time: 126.3156509399, weight_update_time: 0.1683735698, other_time: 3.5347824097
epoch time: 17.8864517212s, input_fired_time: 0.2501429617, output_fired_time: 0.0000000000, propagate_forward_time: 17.0118045807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6245040894
validation[          , genome  6420] predictions:    9758/  10000 (97.58%), best:    9797/10000 (97.97%), error:       781.16071, best error:       673.02148 on epoch:    42, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 215.3950805664s, input_fired_time: 2.1217577457, output_fired_time: 1.4710320234, propagate_forward_time: 83.6635665894, propagate_backward_time: 124.6521453857, weight_update_time: 0.1657035053, other_time: 3.4865570068
epoch time: 17.7792377472s, input_fired_time: 0.2489341944, output_fired_time: 0.0000000000, propagate_forward_time: 16.9008865356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6294174194
validation[          , genome  6420] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       672.59576, best error:       672.59576 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 219.7873687744s, input_fired_time: 2.1377923489, output_fired_time: 1.4922819138, propagate_forward_time: 85.3281631470, propagate_backward_time: 127.3174743652, weight_update_time: 0.1686960906, other_time: 3.5116577148
epoch time: 18.2922725677s, input_fired_time: 0.2548598647, output_fired_time: 0.0000000000, propagate_forward_time: 17.3902435303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6471691132
validation[          , genome  6420] predictions:    9793/  10000 (97.93%), best:    9805/10000 (98.05%), error:       761.52197, best error:       672.59576 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 219.4160156250s, input_fired_time: 2.1357195377, output_fired_time: 1.4983413219, propagate_forward_time: 85.1759567261, propagate_backward_time: 127.0858688354, weight_update_time: 0.1680595726, other_time: 3.5201187134
epoch time: 17.9093570709s, input_fired_time: 0.2530531585, output_fired_time: 0.0000000000, propagate_forward_time: 17.0321331024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6241703033
validation[          , genome  6420] predictions:    9775/  10000 (97.75%), best:    9805/10000 (98.05%), error:       766.30573, best error:       672.59576 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 220.1027832031s, input_fired_time: 2.1448826790, output_fired_time: 1.5027387142, propagate_forward_time: 85.3901901245, propagate_backward_time: 127.5582122803, weight_update_time: 0.1681797057, other_time: 3.5067596436
epoch time: 17.9949798584s, input_fired_time: 0.2520081997, output_fired_time: 0.0000000000, propagate_forward_time: 17.1077251434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6352462769
validation[          , genome  6420] predictions:    9765/  10000 (97.65%), best:    9805/10000 (98.05%), error:       778.56116, best error:       672.59576 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 219.7744750977s, input_fired_time: 2.1296494007, output_fired_time: 1.4789745808, propagate_forward_time: 85.4388656616, propagate_backward_time: 127.2146301270, weight_update_time: 0.1688305885, other_time: 3.5123596191
epoch time: 17.8653297424s, input_fired_time: 0.2515780628, output_fired_time: 0.0000000000, propagate_forward_time: 16.9960346222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6177177429
validation[          , genome  6420] predictions:    9809/  10000 (98.09%), best:    9805/10000 (98.05%), error:       675.73816, best error:       672.59576 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 218.5679321289s, input_fired_time: 2.1133794785, output_fired_time: 1.4822928905, propagate_forward_time: 84.7954864502, propagate_backward_time: 126.7175521851, weight_update_time: 0.1677658111, other_time: 3.4592208862
epoch time: 17.9734668732s, input_fired_time: 0.2508832812, output_fired_time: 0.0000000000, propagate_forward_time: 17.1025981903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6199855804
validation[          , genome  6420] predictions:    9776/  10000 (97.76%), best:    9805/10000 (98.05%), error:       743.24207, best error:       672.59576 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 197.1220245361s, input_fired_time: 2.0213887691, output_fired_time: 1.3689143658, propagate_forward_time: 76.7706451416, propagate_backward_time: 113.5978088379, weight_update_time: 0.1562503129, other_time: 3.3632659912
epoch time: 17.5854473114s, input_fired_time: 0.2504857481, output_fired_time: 0.0000000000, propagate_forward_time: 16.7153949738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6195659637
validation[          , genome  6420] predictions:    9803/  10000 (98.03%), best:    9805/10000 (98.05%), error:       673.08685, best error:       672.59576 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 213.4201660156s, input_fired_time: 2.1153767109, output_fired_time: 1.4439460039, propagate_forward_time: 82.9689712524, propagate_backward_time: 123.4448776245, weight_update_time: 0.1648044586, other_time: 3.4470062256
epoch time: 17.0660858154s, input_fired_time: 0.2477913648, output_fired_time: 0.0000000000, propagate_forward_time: 16.2036495209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6146450043
validation[          , genome  6420] predictions:    9779/  10000 (97.79%), best:    9805/10000 (98.05%), error:       741.99438, best error:       672.59576 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 219.7543182373s, input_fired_time: 2.1261970997, output_fired_time: 1.4924702644, propagate_forward_time: 85.2368850708, propagate_backward_time: 127.4061965942, weight_update_time: 0.1675666720, other_time: 3.4925765991
epoch time: 17.9484500885s, input_fired_time: 0.2515821755, output_fired_time: 0.0000000000, propagate_forward_time: 17.0742721558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6225948334
validation[          , genome  6420] predictions:    9742/  10000 (97.42%), best:    9805/10000 (98.05%), error:       806.17902, best error:       672.59576 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 220.1759033203s, input_fired_time: 2.1361351013, output_fired_time: 1.4944254160, propagate_forward_time: 85.4766464233, propagate_backward_time: 127.5856552124, weight_update_time: 0.1676742733, other_time: 3.4830398560
epoch time: 17.8737945557s, input_fired_time: 0.2508854866, output_fired_time: 0.0000000000, propagate_forward_time: 16.9936904907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6292190552
validation[          , genome  6420] predictions:    9798/  10000 (97.98%), best:    9805/10000 (98.05%), error:       685.87396, best error:       672.59576 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 219.6813049316s, input_fired_time: 2.1329445839, output_fired_time: 1.4881891012, propagate_forward_time: 85.3447189331, propagate_backward_time: 127.2367248535, weight_update_time: 0.1674770564, other_time: 3.4787292480
epoch time: 17.9837036133s, input_fired_time: 0.2533283830, output_fired_time: 0.0000000000, propagate_forward_time: 17.0788154602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6515598297
validation[          , genome  6420] predictions:    9806/  10000 (98.06%), best:    9805/10000 (98.05%), error:       695.45221, best error:       672.59576 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 219.1024780273s, input_fired_time: 2.1379120350, output_fired_time: 1.4874863625, propagate_forward_time: 85.0593261719, propagate_backward_time: 126.9256896973, weight_update_time: 0.1670261323, other_time: 3.4920654297
epoch time: 17.9214420319s, input_fired_time: 0.2528087795, output_fired_time: 0.0000000000, propagate_forward_time: 17.0371780396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6314544678
validation[          , genome  6420] predictions:    9800/  10000 (98.00%), best:    9805/10000 (98.05%), error:       674.78467, best error:       672.59576 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 218.5916748047s, input_fired_time: 2.1309437752, output_fired_time: 1.4956628084, propagate_forward_time: 84.8026275635, propagate_backward_time: 126.6685638428, weight_update_time: 0.1694236547, other_time: 3.4938659668
epoch time: 17.8635368347s, input_fired_time: 0.2504521012, output_fired_time: 0.0000000000, propagate_forward_time: 16.9923362732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6207485199
validation[          , genome  6420] predictions:    9801/  10000 (98.01%), best:    9805/10000 (98.05%), error:       685.02301, best error:       672.59576 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 219.5320129395s, input_fired_time: 2.1376903057, output_fired_time: 1.4978239536, propagate_forward_time: 85.2118835449, propagate_backward_time: 127.1957168579, weight_update_time: 0.1681231856, other_time: 3.4888992310
epoch time: 17.9821434021s, input_fired_time: 0.2540863156, output_fired_time: 0.0000000000, propagate_forward_time: 17.1052455902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6228122711
validation[          , genome  6420] predictions:    9803/  10000 (98.03%), best:    9803/10000 (98.03%), error:       660.67297, best error:       660.67297 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 220.5576019287s, input_fired_time: 2.1403787136, output_fired_time: 1.5045107603, propagate_forward_time: 85.5316238403, propagate_backward_time: 127.8907699585, weight_update_time: 0.1691070497, other_time: 3.4903030396
epoch time: 17.9583721161s, input_fired_time: 0.2546899915, output_fired_time: 0.0000000000, propagate_forward_time: 17.0817718506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6219100952
validation[          , genome  6420] predictions:    9799/  10000 (97.99%), best:    9803/10000 (98.03%), error:       693.80304, best error:       660.67297 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 220.4355926514s, input_fired_time: 2.1512806416, output_fired_time: 1.4974405766, propagate_forward_time: 85.5906295776, propagate_backward_time: 127.7153320312, weight_update_time: 0.1688957661, other_time: 3.4809265137
epoch time: 17.8549842834s, input_fired_time: 0.2534860969, output_fired_time: 0.0000000000, propagate_forward_time: 16.9681186676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6333789825
validation[          , genome  6420] predictions:    9779/  10000 (97.79%), best:    9803/10000 (98.03%), error:       730.79822, best error:       660.67297 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 218.5842285156s, input_fired_time: 2.1416594982, output_fired_time: 1.4974030256, propagate_forward_time: 84.7892913818, propagate_backward_time: 126.6667404175, weight_update_time: 0.1673125476, other_time: 3.4891281128
epoch time: 14.8974466324s, input_fired_time: 0.2287496030, output_fired_time: 0.0000000000, propagate_forward_time: 14.0922574997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5764398575
validation[          , genome  6420] predictions:    9808/  10000 (98.08%), best:    9803/10000 (98.03%), error:       665.34564, best error:       660.67297 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 213.4236297607s, input_fired_time: 2.1089131832, output_fired_time: 1.4638686180, propagate_forward_time: 82.8279495239, propagate_backward_time: 123.5465545654, weight_update_time: 0.1658508629, other_time: 3.4763412476
epoch time: 17.5923175812s, input_fired_time: 0.2520294487, output_fired_time: 0.0000000000, propagate_forward_time: 16.7147521973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6255359650
validation[          , genome  6420] predictions:    9786/  10000 (97.86%), best:    9803/10000 (98.03%), error:       743.15417, best error:       660.67297 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 220.0295867920s, input_fired_time: 2.1437413692, output_fired_time: 1.4996589422, propagate_forward_time: 85.3241348267, propagate_backward_time: 127.5562820435, weight_update_time: 0.1685742140, other_time: 3.5057601929
epoch time: 17.9523029327s, input_fired_time: 0.2549976110, output_fired_time: 0.0000000000, propagate_forward_time: 17.0701694489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6271362305
validation[          , genome  6420] predictions:    9776/  10000 (97.76%), best:    9803/10000 (98.03%), error:       762.43231, best error:       660.67297 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 218.8845367432s, input_fired_time: 2.1429889202, output_fired_time: 1.4916367531, propagate_forward_time: 85.0088500977, propagate_backward_time: 126.7318954468, weight_update_time: 0.1691892743, other_time: 3.5091629028
epoch time: 18.0648422241s, input_fired_time: 0.2563217580, output_fired_time: 0.0000000000, propagate_forward_time: 17.1736125946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6349086761
validation[          , genome  6420] predictions:    9794/  10000 (97.94%), best:    9803/10000 (98.03%), error:       687.53796, best error:       660.67297 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 216.9647521973s, input_fired_time: 2.1322939396, output_fired_time: 1.4704958200, propagate_forward_time: 84.1376724243, propagate_backward_time: 125.7064514160, weight_update_time: 0.1670877784, other_time: 3.5178527832
epoch time: 17.9916725159s, input_fired_time: 0.2555661500, output_fired_time: 0.0000000000, propagate_forward_time: 17.0951461792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6409606934
validation[          , genome  6420] predictions:    9800/  10000 (98.00%), best:    9803/10000 (98.03%), error:       678.08008, best error:       660.67297 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 219.2221221924s, input_fired_time: 2.1472198963, output_fired_time: 1.4843099117, propagate_forward_time: 85.0799102783, propagate_backward_time: 126.9890670776, weight_update_time: 0.1698378325, other_time: 3.5216140747
epoch time: 17.9436264038s, input_fired_time: 0.2542961538, output_fired_time: 0.0000000000, propagate_forward_time: 17.0626049042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6267261505
validation[          , genome  6420] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       650.08600, best error:       650.08600 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 219.1286773682s, input_fired_time: 2.1436986923, output_fired_time: 1.4931820631, propagate_forward_time: 85.0609664917, propagate_backward_time: 126.9423141479, weight_update_time: 0.1675032526, other_time: 3.4885330200
epoch time: 17.8873195648s, input_fired_time: 0.2551206648, output_fired_time: 0.0000000000, propagate_forward_time: 17.0163536072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6158447266
validation[          , genome  6420] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       639.38550, best error:       639.38550 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 219.2754516602s, input_fired_time: 2.1470079422, output_fired_time: 1.4888247252, propagate_forward_time: 85.1573486328, propagate_backward_time: 127.0020828247, weight_update_time: 0.1670400202, other_time: 3.4801864624
epoch time: 17.9509716034s, input_fired_time: 0.2552868426, output_fired_time: 0.0000000000, propagate_forward_time: 17.0713310242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6243534088
validation[          , genome  6420] predictions:    9797/  10000 (97.97%), best:    9806/10000 (98.06%), error:       694.41382, best error:       639.38550 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 215.5191192627s, input_fired_time: 2.1246211529, output_fired_time: 1.4803266525, propagate_forward_time: 83.5767364502, propagate_backward_time: 124.8808898926, weight_update_time: 0.1667460054, other_time: 3.4565429688
epoch time: 17.9862709045s, input_fired_time: 0.2560802102, output_fired_time: 0.0000000000, propagate_forward_time: 17.0985336304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6316566467
validation[          , genome  6420] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       665.11066, best error:       639.38550 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 218.1301269531s, input_fired_time: 2.1351971626, output_fired_time: 1.4764707088, propagate_forward_time: 84.7067260742, propagate_backward_time: 126.3317489624, weight_update_time: 0.1680698395, other_time: 3.4799880981
epoch time: 14.8492431641s, input_fired_time: 0.2280011475, output_fired_time: 0.0000000000, propagate_forward_time: 14.0377836227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5834579468
validation[          , genome  6420] predictions:    9809/  10000 (98.09%), best:    9806/10000 (98.06%), error:       665.25568, best error:       639.38550 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 214.5083618164s, input_fired_time: 2.1213285923, output_fired_time: 1.4646819830, propagate_forward_time: 83.2766418457, propagate_backward_time: 124.1814956665, weight_update_time: 0.1653673202, other_time: 3.4642257690
epoch time: 17.9700775146s, input_fired_time: 0.2580171824, output_fired_time: 0.0000000000, propagate_forward_time: 17.0791950226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6328659058
validation[          , genome  6420] predictions:    9792/  10000 (97.92%), best:    9806/10000 (98.06%), error:       693.20215, best error:       639.38550 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 217.9690551758s, input_fired_time: 2.1400961876, output_fired_time: 1.4782526493, propagate_forward_time: 84.6868362427, propagate_backward_time: 126.1764068604, weight_update_time: 0.1672014743, other_time: 3.4874725342
epoch time: 17.9921264648s, input_fired_time: 0.2547902763, output_fired_time: 0.0000000000, propagate_forward_time: 17.1179809570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6193561554
validation[          , genome  6420] predictions:    9755/  10000 (97.55%), best:    9806/10000 (98.06%), error:       752.55481, best error:       639.38550 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 215.8151855469s, input_fired_time: 2.1254582405, output_fired_time: 1.4677656889, propagate_forward_time: 83.8171005249, propagate_backward_time: 124.9348220825, weight_update_time: 0.1669670790, other_time: 3.4700546265
epoch time: 17.7665061951s, input_fired_time: 0.2531635165, output_fired_time: 0.0000000000, propagate_forward_time: 16.8845462799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6287956238
validation[          , genome  6420] predictions:    9798/  10000 (97.98%), best:    9806/10000 (98.06%), error:       694.54077, best error:       639.38550 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 212.5203399658s, input_fired_time: 2.1123344898, output_fired_time: 1.4562346935, propagate_forward_time: 82.4449615479, propagate_backward_time: 123.0487670898, weight_update_time: 0.1645520478, other_time: 3.4580383301
epoch time: 17.9904174805s, input_fired_time: 0.2567849159, output_fired_time: 0.0000000000, propagate_forward_time: 17.0995845795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6340484619
validation[          , genome  6420] predictions:    9809/  10000 (98.09%), best:    9806/10000 (98.06%), error:       696.91455, best error:       639.38550 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 219.9919738770s, input_fired_time: 2.1546392441, output_fired_time: 1.4980819225, propagate_forward_time: 85.3134994507, propagate_backward_time: 127.5711746216, weight_update_time: 0.1663880497, other_time: 3.4545822144
epoch time: 17.9385108948s, input_fired_time: 0.2563739717, output_fired_time: 0.0000000000, propagate_forward_time: 17.0506458282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6314907074
validation[          , genome  6420] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       661.01489, best error:       639.38550 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 215.6323394775s, input_fired_time: 2.1276626587, output_fired_time: 1.4656782150, propagate_forward_time: 83.7183151245, propagate_backward_time: 124.8613662720, weight_update_time: 0.1654619873, other_time: 3.4593124390
epoch time: 17.8539371490s, input_fired_time: 0.2542384863, output_fired_time: 0.0000000000, propagate_forward_time: 16.9789028168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6207962036
validation[          , genome  6420] predictions:    9784/  10000 (97.84%), best:    9806/10000 (98.06%), error:       702.71088, best error:       639.38550 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 217.6125488281s, input_fired_time: 2.1388535500, output_fired_time: 1.4841855764, propagate_forward_time: 84.5256500244, propagate_backward_time: 126.0072784424, weight_update_time: 0.1656576395, other_time: 3.4565734863
epoch time: 17.9662017822s, input_fired_time: 0.2547575831, output_fired_time: 0.0000000000, propagate_forward_time: 17.0925750732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6188697815
validation[          , genome  6420] predictions:    9819/  10000 (98.19%), best:    9819/10000 (98.19%), error:       636.24756, best error:       636.24756 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 218.1350402832s, input_fired_time: 2.1469383240, output_fired_time: 1.4872968197, propagate_forward_time: 84.7025909424, propagate_backward_time: 126.3124542236, weight_update_time: 0.1688275337, other_time: 3.4857635498
epoch time: 17.8948802948s, input_fired_time: 0.2547809482, output_fired_time: 0.0000000000, propagate_forward_time: 17.0199565887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6201419830
validation[          , genome  6420] predictions:    9794/  10000 (97.94%), best:    9819/10000 (98.19%), error:       685.73981, best error:       636.24756 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 208.6719665527s, input_fired_time: 2.0984396935, output_fired_time: 1.4432698488, propagate_forward_time: 80.8950195312, propagate_backward_time: 120.8165969849, weight_update_time: 0.1629982442, other_time: 3.4186477661
epoch time: 17.9736900330s, input_fired_time: 0.2554944456, output_fired_time: 0.0000000000, propagate_forward_time: 17.0977020264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6204929352
validation[          , genome  6420] predictions:    9769/  10000 (97.69%), best:    9819/10000 (98.19%), error:       746.85620, best error:       636.24756 on epoch:    98, 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: 89.2553176880s, input_fired_time: 1.2875677347, output_fired_time: 0.0000000000, propagate_forward_time: 84.8252258301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1425247192
best training[          , genome  6420] predictions:   49859/  50000 (99.72%), best:    9819/10000 (98.19%), error:       881.21655, best error:       636.24756 on epoch:    98, 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: 17.6735000610s, input_fired_time: 0.2523260713, output_fired_time: 0.0000000000, propagate_forward_time: 16.8001613617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6210117340
   testing[          , genome  6420] predictions:    9799/  10000 (97.99%), best:    9819/10000 (98.19%), error:       613.27258, best error:       636.24756 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:13:14 (72886): called boinc_finish(0)

</stderr_txt>
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