Nameexact_genome_1512568488_42_5048_1
Workunit2596445
Created7 Dec 2017, 12:58:48 UTC
Sent7 Dec 2017, 13:04:27 UTC
Report deadline9 Dec 2017, 21:10:32 UTC
Received7 Dec 2017, 14:24:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 20 min 2 sec
CPU time1 hours 19 min 56 sec
Validate stateValid
Credit584.39
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.57 MB
Peak swap size153.69 MB
Peak disk usage1.14 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 43.5848693848s, input_fired_time: 0.6151905060, output_fired_time: 0.4518347085, propagate_forward_time: 18.3779048920, propagate_backward_time: 21.9516487122, weight_update_time: 0.1002381369, other_time: 2.1882915497
epoch time: 4.1582760811s, input_fired_time: 0.0733173937, output_fired_time: 0.0000000000, propagate_forward_time: 3.6841487885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4008097649
validation[          , genome  5048] predictions:    9485/  10000 (94.85%), best:    9597/10000 (95.97%), error:      1720.31262, best error:      1372.42859 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 43.7873649597s, input_fired_time: 0.6172267199, output_fired_time: 0.4593926966, propagate_forward_time: 18.4168643951, propagate_backward_time: 22.0970153809, weight_update_time: 0.1008407101, other_time: 2.1968669891
epoch time: 4.1581845284s, input_fired_time: 0.0741086155, output_fired_time: 0.0000000000, propagate_forward_time: 3.6826548576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4014210701
validation[          , genome  5048] predictions:    9584/  10000 (95.84%), best:    9597/10000 (95.97%), error:      1431.72791, best error:      1372.42859 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 42.2945747375s, input_fired_time: 0.5989469290, output_fired_time: 0.4413254261, propagate_forward_time: 17.7698059082, propagate_backward_time: 21.3546524048, weight_update_time: 0.0965379030, other_time: 2.1298446655
epoch time: 3.4786736965s, input_fired_time: 0.0679007247, output_fired_time: 0.0000000000, propagate_forward_time: 3.0546593666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3561136723
validation[          , genome  5048] predictions:    9619/  10000 (96.19%), best:    9619/10000 (96.19%), error:      1277.72461, best error:      1277.72461 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 43.1244659424s, input_fired_time: 0.6152968407, output_fired_time: 0.4499543607, propagate_forward_time: 18.1673870087, propagate_backward_time: 21.7272262573, weight_update_time: 0.0988325775, other_time: 2.1646022797
epoch time: 3.7231173515s, input_fired_time: 0.0641342998, output_fired_time: 0.0000000000, propagate_forward_time: 3.2851526737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738303185
validation[          , genome  5048] predictions:    9635/  10000 (96.35%), best:    9635/10000 (96.35%), error:      1259.22485, best error:      1259.22485 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 41.5940742493s, input_fired_time: 0.5980283618, output_fired_time: 0.4381830692, propagate_forward_time: 17.4219245911, propagate_backward_time: 21.0026779175, weight_update_time: 0.0960458070, other_time: 2.1332588196
epoch time: 4.1372818947s, input_fired_time: 0.0743923560, output_fired_time: 0.0000000000, propagate_forward_time: 3.6716647148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912248611
validation[          , genome  5048] predictions:    9580/  10000 (95.80%), best:    9635/10000 (96.35%), error:      1441.34290, best error:      1259.22485 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 43.6184768677s, input_fired_time: 0.6159480810, output_fired_time: 0.4561104774, propagate_forward_time: 18.3584518433, propagate_backward_time: 22.0119991302, weight_update_time: 0.0996382460, other_time: 2.1759662628
epoch time: 4.1449747086s, input_fired_time: 0.0768228471, output_fired_time: 0.0000000000, propagate_forward_time: 3.6719365120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962154388
validation[          , genome  5048] predictions:    9574/  10000 (95.74%), best:    9635/10000 (96.35%), error:      1455.06897, best error:      1259.22485 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 43.4880828857s, input_fired_time: 0.6166149378, output_fired_time: 0.4462988973, propagate_forward_time: 18.3657474518, propagate_backward_time: 21.9211273193, weight_update_time: 0.0999679193, other_time: 2.1382923126
epoch time: 4.1302471161s, input_fired_time: 0.0705192834, output_fired_time: 0.0000000000, propagate_forward_time: 3.6739287376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857989311
validation[          , genome  5048] predictions:    9601/  10000 (96.01%), best:    9635/10000 (96.35%), error:      1295.66956, best error:      1259.22485 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 43.5865936279s, input_fired_time: 0.6195024252, output_fired_time: 0.4534181356, propagate_forward_time: 18.3679733276, propagate_backward_time: 21.9899673462, weight_update_time: 0.0996203572, other_time: 2.1557312012
epoch time: 4.1418299675s, input_fired_time: 0.0742593110, output_fired_time: 0.0000000000, propagate_forward_time: 3.6729993820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3945713043
validation[          , genome  5048] predictions:    9602/  10000 (96.02%), best:    9635/10000 (96.35%), error:      1276.41626, best error:      1259.22485 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 43.3078880310s, input_fired_time: 0.6196610332, output_fired_time: 0.4551558793, propagate_forward_time: 18.2255458832, propagate_backward_time: 21.8529129028, weight_update_time: 0.0988828689, other_time: 2.1546154022
epoch time: 3.4710955620s, input_fired_time: 0.0627756268, output_fired_time: 0.0000000000, propagate_forward_time: 3.0472974777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610224724
validation[          , genome  5048] predictions:    9542/  10000 (95.42%), best:    9635/10000 (96.35%), error:      1450.84241, best error:      1259.22485 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 43.5433959961s, input_fired_time: 0.6177066565, output_fired_time: 0.4507523775, propagate_forward_time: 18.3716125488, propagate_backward_time: 21.9105644226, weight_update_time: 0.0999050885, other_time: 2.1927604675
epoch time: 4.1375846863s, input_fired_time: 0.0739128441, output_fired_time: 0.0000000000, propagate_forward_time: 3.6714007854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3922712803
validation[          , genome  5048] predictions:    9592/  10000 (95.92%), best:    9635/10000 (96.35%), error:      1334.07507, best error:      1259.22485 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 43.5376739502s, input_fired_time: 0.6161844730, output_fired_time: 0.4519330561, propagate_forward_time: 18.3658084869, propagate_backward_time: 21.9307594299, weight_update_time: 0.0989767909, other_time: 2.1729869843
epoch time: 4.1400055885s, input_fired_time: 0.0704292208, output_fired_time: 0.0000000000, propagate_forward_time: 3.6722400188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3973362446
validation[          , genome  5048] predictions:    9612/  10000 (96.12%), best:    9635/10000 (96.35%), error:      1278.60522, best error:      1259.22485 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 43.6808853149s, input_fired_time: 0.6229758859, output_fired_time: 0.4553985000, propagate_forward_time: 18.3874797821, propagate_backward_time: 22.0523586273, weight_update_time: 0.0999144837, other_time: 2.1626739502
epoch time: 4.1447753906s, input_fired_time: 0.0756093338, output_fired_time: 0.0000000000, propagate_forward_time: 3.6725301743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3966360092
validation[          , genome  5048] predictions:    9584/  10000 (95.84%), best:    9635/10000 (96.35%), error:      1365.01880, best error:      1259.22485 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 43.6531219482s, input_fired_time: 0.6225750446, output_fired_time: 0.4569797218, propagate_forward_time: 18.3714847565, propagate_backward_time: 22.0287265778, weight_update_time: 0.0997302532, other_time: 2.1733589172
epoch time: 4.1372742653s, input_fired_time: 0.0694082454, output_fired_time: 0.0000000000, propagate_forward_time: 3.6704838276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3973820210
validation[          , genome  5048] predictions:    9495/  10000 (94.95%), best:    9635/10000 (96.35%), error:      1587.77844, best error:      1259.22485 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 43.3695106506s, input_fired_time: 0.6178624630, output_fired_time: 0.4539327919, propagate_forward_time: 18.2423496246, propagate_backward_time: 21.8863143921, weight_update_time: 0.1002335250, other_time: 2.1690502167
epoch time: 4.1573843956s, input_fired_time: 0.0698714405, output_fired_time: 0.0000000000, propagate_forward_time: 3.6961123943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3914005756
validation[          , genome  5048] predictions:    9614/  10000 (96.14%), best:    9635/10000 (96.35%), error:      1266.70215, best error:      1259.22485 on epoch:    17, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 42.7662010193s, input_fired_time: 0.6070041060, output_fired_time: 0.4464273453, propagate_forward_time: 17.9713058472, propagate_backward_time: 21.5972194672, weight_update_time: 0.0978857428, other_time: 2.1442470551
epoch time: 3.4699764252s, input_fired_time: 0.0702904686, output_fired_time: 0.0000000000, propagate_forward_time: 3.0439827442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557031155
validation[          , genome  5048] predictions:    9633/  10000 (96.33%), best:    9633/10000 (96.33%), error:      1205.81958, best error:      1205.81958 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 42.6116104126s, input_fired_time: 0.6080771089, output_fired_time: 0.4445635080, propagate_forward_time: 17.9174556732, propagate_backward_time: 21.5226497650, weight_update_time: 0.0983375460, other_time: 2.1188621521
epoch time: 4.1405577660s, input_fired_time: 0.0709987804, output_fired_time: 0.0000000000, propagate_forward_time: 3.6697151661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998439312
validation[          , genome  5048] predictions:    9617/  10000 (96.17%), best:    9633/10000 (96.33%), error:      1268.09790, best error:      1205.81958 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 43.5407447815s, input_fired_time: 0.6200802326, output_fired_time: 0.4522572756, propagate_forward_time: 18.3774299622, propagate_backward_time: 21.9534244537, weight_update_time: 0.0996286273, other_time: 2.1375522614
epoch time: 4.1402511597s, input_fired_time: 0.0719855651, output_fired_time: 0.0000000000, propagate_forward_time: 3.6708824635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3973829746
validation[          , genome  5048] predictions:    9591/  10000 (95.91%), best:    9633/10000 (96.33%), error:      1366.32019, best error:      1205.81958 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 42.8438606262s, input_fired_time: 0.6115567684, output_fired_time: 0.4453691244, propagate_forward_time: 18.0515213013, propagate_backward_time: 21.6258831024, weight_update_time: 0.0976746082, other_time: 2.1095294952
epoch time: 4.0520048141s, input_fired_time: 0.0735848323, output_fired_time: 0.0000000000, propagate_forward_time: 3.5876529217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3907670975
validation[          , genome  5048] predictions:    9626/  10000 (96.26%), best:    9633/10000 (96.33%), error:      1273.00232, best error:      1205.81958 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 43.3564300537s, input_fired_time: 0.6202452779, output_fired_time: 0.4495645463, propagate_forward_time: 18.2809753418, propagate_backward_time: 21.8724517822, weight_update_time: 0.0990574583, other_time: 2.1331901550
epoch time: 3.4382815361s, input_fired_time: 0.0701232478, output_fired_time: 0.0000000000, propagate_forward_time: 3.0163834095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517749310
validation[          , genome  5048] predictions:    9631/  10000 (96.31%), best:    9633/10000 (96.33%), error:      1259.03174, best error:      1205.81958 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 42.7285232544s, input_fired_time: 0.6126532555, output_fired_time: 0.4461381733, propagate_forward_time: 17.9555320740, propagate_backward_time: 21.6029987335, weight_update_time: 0.0979861692, other_time: 2.1112041473
epoch time: 4.1420645714s, input_fired_time: 0.0706521273, output_fired_time: 0.0000000000, propagate_forward_time: 3.6780343056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933782578
validation[          , genome  5048] predictions:    9617/  10000 (96.17%), best:    9617/10000 (96.17%), error:      1201.81885, best error:      1201.81885 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 40.2720985413s, input_fired_time: 0.5912191868, output_fired_time: 0.4222701192, propagate_forward_time: 16.8253936768, propagate_backward_time: 20.3873233795, weight_update_time: 0.0936346576, other_time: 2.0458889008
epoch time: 3.3507165909s, input_fired_time: 0.0641431808, output_fired_time: 0.0000000000, propagate_forward_time: 2.9392521381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3473212719
validation[          , genome  5048] predictions:    9649/  10000 (96.49%), best:    9617/10000 (96.17%), error:      1216.44287, best error:      1201.81885 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 43.0615768433s, input_fired_time: 0.6178255677, output_fired_time: 0.4493342638, propagate_forward_time: 18.1127529144, propagate_backward_time: 21.7544384003, weight_update_time: 0.0991000459, other_time: 2.1272277832
epoch time: 4.1443247795s, input_fired_time: 0.0769632012, output_fired_time: 0.0000000000, propagate_forward_time: 3.6710979939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962633610
validation[          , genome  5048] predictions:    9656/  10000 (96.56%), best:    9656/10000 (96.56%), error:      1120.49548, best error:      1120.49548 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 43.6330909729s, input_fired_time: 0.6218559742, output_fired_time: 0.4569482803, propagate_forward_time: 18.3643760681, propagate_backward_time: 22.0376853943, weight_update_time: 0.1008196250, other_time: 2.1522254944
epoch time: 4.1267266273s, input_fired_time: 0.0711702481, output_fired_time: 0.0000000000, propagate_forward_time: 3.6675951481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879611492
validation[          , genome  5048] predictions:    9578/  10000 (95.78%), best:    9656/10000 (96.56%), error:      1339.03381, best error:      1120.49548 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 40.3368911743s, input_fired_time: 0.5996171236, output_fired_time: 0.4258494377, propagate_forward_time: 16.8333988190, propagate_backward_time: 20.4249153137, weight_update_time: 0.0943025202, other_time: 2.0531101227
epoch time: 4.1374144554s, input_fired_time: 0.0711143389, output_fired_time: 0.0000000000, propagate_forward_time: 3.6710402966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952596188
validation[          , genome  5048] predictions:    9643/  10000 (96.43%), best:    9656/10000 (96.56%), error:      1195.28027, best error:      1120.49548 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 42.3912658691s, input_fired_time: 0.6170883775, output_fired_time: 0.4475318789, propagate_forward_time: 17.7708892822, propagate_backward_time: 21.4356346130, weight_update_time: 0.0974503234, other_time: 2.1201210022
epoch time: 4.1371860504s, input_fired_time: 0.0727052018, output_fired_time: 0.0000000000, propagate_forward_time: 3.6674995422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969812393
validation[          , genome  5048] predictions:    9653/  10000 (96.53%), best:    9656/10000 (96.56%), error:      1181.59485, best error:      1120.49548 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 43.5222015381s, input_fired_time: 0.6268241405, output_fired_time: 0.4541978240, propagate_forward_time: 18.3140430450, propagate_backward_time: 21.9907627106, weight_update_time: 0.1000446230, other_time: 2.1363754272
epoch time: 4.1444816589s, input_fired_time: 0.0794064626, output_fired_time: 0.0000000000, propagate_forward_time: 3.6708557606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3942196369
validation[          , genome  5048] predictions:    9570/  10000 (95.70%), best:    9656/10000 (96.56%), error:      1475.61462, best error:      1120.49548 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 43.5740890503s, input_fired_time: 0.6221209168, output_fired_time: 0.4535042048, propagate_forward_time: 18.3504314423, propagate_backward_time: 22.0231189728, weight_update_time: 0.0997720510, other_time: 2.1249160767
epoch time: 4.1419730186s, input_fired_time: 0.0706757531, output_fired_time: 0.0000000000, propagate_forward_time: 3.6780104637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932867050
validation[          , genome  5048] predictions:    9634/  10000 (96.34%), best:    9656/10000 (96.56%), error:      1164.20068, best error:      1120.49548 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 43.5320510864s, input_fired_time: 0.6276634336, output_fired_time: 0.4407783449, propagate_forward_time: 18.4021720886, propagate_backward_time: 21.9440746307, weight_update_time: 0.0999079049, other_time: 2.1173648834
epoch time: 4.1270089149s, input_fired_time: 0.0707223192, output_fired_time: 0.0000000000, propagate_forward_time: 3.6678521633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884346485
validation[          , genome  5048] predictions:    9611/  10000 (96.11%), best:    9656/10000 (96.56%), error:      1212.47168, best error:      1120.49548 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 43.4720382690s, input_fired_time: 0.6231497526, output_fired_time: 0.4614849091, propagate_forward_time: 18.2854976654, propagate_backward_time: 21.9708023071, weight_update_time: 0.0993837938, other_time: 2.1311054230
epoch time: 4.1525325775s, input_fired_time: 0.0730951950, output_fired_time: 0.0000000000, propagate_forward_time: 3.6841466427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952906132
validation[          , genome  5048] predictions:    9592/  10000 (95.92%), best:    9656/10000 (96.56%), error:      1278.99548, best error:      1120.49548 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 43.5649337769s, input_fired_time: 0.6302051544, output_fired_time: 0.4546622336, propagate_forward_time: 18.3262100220, propagate_backward_time: 22.0091915131, weight_update_time: 0.0999513417, other_time: 2.1446666718
epoch time: 4.0472140312s, input_fired_time: 0.0715664625, output_fired_time: 0.0000000000, propagate_forward_time: 3.5874166489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882308006
validation[          , genome  5048] predictions:    9652/  10000 (96.52%), best:    9656/10000 (96.56%), error:      1175.11230, best error:      1120.49548 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 42.4984741211s, input_fired_time: 0.6156631112, output_fired_time: 0.4364452064, propagate_forward_time: 17.8959026337, propagate_backward_time: 21.4566268921, weight_update_time: 0.0982034281, other_time: 2.0938396454
epoch time: 4.1022744179s, input_fired_time: 0.0716085061, output_fired_time: 0.0000000000, propagate_forward_time: 3.6390447617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3916211128
validation[          , genome  5048] predictions:    9623/  10000 (96.23%), best:    9656/10000 (96.56%), error:      1222.44116, best error:      1120.49548 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 41.9965324402s, input_fired_time: 0.6120101810, output_fired_time: 0.4383976460, propagate_forward_time: 17.6318187714, propagate_backward_time: 21.2199478149, weight_update_time: 0.0965100229, other_time: 2.0943584442
epoch time: 4.1366987228s, input_fired_time: 0.0758858100, output_fired_time: 0.0000000000, propagate_forward_time: 3.6713564396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3894565105
validation[          , genome  5048] predictions:    9592/  10000 (95.92%), best:    9656/10000 (96.56%), error:      1368.73242, best error:      1120.49548 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 43.5809173584s, input_fired_time: 0.6297670007, output_fired_time: 0.4530499876, propagate_forward_time: 18.3592128754, propagate_backward_time: 21.9928169250, weight_update_time: 0.0999986902, other_time: 2.1460704803
epoch time: 4.1439833641s, input_fired_time: 0.0734420568, output_fired_time: 0.0000000000, propagate_forward_time: 3.6742920876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962492943
validation[          , genome  5048] predictions:    9623/  10000 (96.23%), best:    9656/10000 (96.56%), error:      1270.00989, best error:      1120.49548 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 43.6007919312s, input_fired_time: 0.6331498623, output_fired_time: 0.4553996325, propagate_forward_time: 18.3605709076, propagate_backward_time: 21.9971961975, weight_update_time: 0.1002177820, other_time: 2.1544780731
epoch time: 4.1458811760s, input_fired_time: 0.0741084069, output_fired_time: 0.0000000000, propagate_forward_time: 3.6739914417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3977811337
validation[          , genome  5048] predictions:    9614/  10000 (96.14%), best:    9656/10000 (96.56%), error:      1244.31030, best error:      1120.49548 on epoch:    35, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 43.6131477356s, input_fired_time: 0.6310375333, output_fired_time: 0.4536822736, propagate_forward_time: 18.3615894318, propagate_backward_time: 22.0183200836, weight_update_time: 0.0999038890, other_time: 2.1485176086
epoch time: 4.1381430626s, input_fired_time: 0.0711620227, output_fired_time: 0.0000000000, propagate_forward_time: 3.6714270115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955538273
validation[          , genome  5048] predictions:    9623/  10000 (96.23%), best:    9656/10000 (96.56%), error:      1217.38831, best error:      1120.49548 on epoch:    35, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 42.7116317749s, input_fired_time: 0.6247782707, output_fired_time: 0.4480874538, propagate_forward_time: 17.9045143127, propagate_backward_time: 21.6131744385, weight_update_time: 0.0989534631, other_time: 2.1210784912
epoch time: 4.1472659111s, input_fired_time: 0.0765910149, output_fired_time: 0.0000000000, propagate_forward_time: 3.6765086651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941662312
validation[          , genome  5048] predictions:    9632/  10000 (96.32%), best:    9656/10000 (96.56%), error:      1224.48462, best error:      1120.49548 on epoch:    35, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 43.7338752747s, input_fired_time: 0.6347948313, output_fired_time: 0.4570171237, propagate_forward_time: 18.3893547058, propagate_backward_time: 22.1113548279, weight_update_time: 0.1001601741, other_time: 2.1413536072
epoch time: 4.1475453377s, input_fired_time: 0.0765746087, output_fired_time: 0.0000000000, propagate_forward_time: 3.6825671196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884034157
validation[          , genome  5048] predictions:    9649/  10000 (96.49%), best:    9656/10000 (96.56%), error:      1161.02454, best error:      1120.49548 on epoch:    35, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 43.2563438416s, input_fired_time: 0.6317145228, output_fired_time: 0.4530975521, propagate_forward_time: 18.1550998688, propagate_backward_time: 21.8786869049, weight_update_time: 0.0995683372, other_time: 2.1377449036
epoch time: 4.1506509781s, input_fired_time: 0.0766025856, output_fired_time: 0.0000000000, propagate_forward_time: 3.6766571999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3973913193
validation[          , genome  5048] predictions:    9594/  10000 (95.94%), best:    9656/10000 (96.56%), error:      1340.57019, best error:      1120.49548 on epoch:    35, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 43.5741958618s, input_fired_time: 0.6342936158, output_fired_time: 0.4542723000, propagate_forward_time: 18.3138523102, propagate_backward_time: 22.0318260193, weight_update_time: 0.1002064198, other_time: 2.1399517059
epoch time: 4.1378870010s, input_fired_time: 0.0729211643, output_fired_time: 0.0000000000, propagate_forward_time: 3.6711163521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938493729
validation[          , genome  5048] predictions:    9631/  10000 (96.31%), best:    9656/10000 (96.56%), error:      1213.42139, best error:      1120.49548 on epoch:    35, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 43.3630409241s, input_fired_time: 0.6199045777, output_fired_time: 0.4330657721, propagate_forward_time: 18.3380737305, propagate_backward_time: 21.8742275238, weight_update_time: 0.0992330462, other_time: 2.0977687836
epoch time: 3.8557481766s, input_fired_time: 0.0707370937, output_fired_time: 0.0000000000, propagate_forward_time: 3.4037201405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3812909126
validation[          , genome  5048] predictions:    9645/  10000 (96.45%), best:    9656/10000 (96.56%), error:      1170.36145, best error:      1120.49548 on epoch:    35, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 41.6556396484s, input_fired_time: 0.6166427135, output_fired_time: 0.4366551340, propagate_forward_time: 17.4515666962, propagate_backward_time: 21.0543823242, weight_update_time: 0.0962407514, other_time: 2.0963916779
epoch time: 4.1458683014s, input_fired_time: 0.0782521442, output_fired_time: 0.0000000000, propagate_forward_time: 3.6696348190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3979811668
validation[          , genome  5048] predictions:    9611/  10000 (96.11%), best:    9656/10000 (96.56%), error:      1277.07104, best error:      1120.49548 on epoch:    35, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 43.6314086914s, input_fired_time: 0.6363924146, output_fired_time: 0.4543741345, propagate_forward_time: 18.3563041687, propagate_backward_time: 22.0194263458, weight_update_time: 0.1011410877, other_time: 2.1649150848
epoch time: 4.1387810707s, input_fired_time: 0.0747537613, output_fired_time: 0.0000000000, propagate_forward_time: 3.6706166267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3934106827
validation[          , genome  5048] predictions:    9618/  10000 (96.18%), best:    9656/10000 (96.56%), error:      1265.37488, best error:      1120.49548 on epoch:    35, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 43.7271766663s, input_fired_time: 0.6383967400, output_fired_time: 0.4533207715, propagate_forward_time: 18.4027805328, propagate_backward_time: 22.1016693115, weight_update_time: 0.0992448926, other_time: 2.1310100555
epoch time: 4.1530427933s, input_fired_time: 0.0805059522, output_fired_time: 0.0000000000, propagate_forward_time: 3.6780362129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3945007324
validation[          , genome  5048] predictions:    9592/  10000 (95.92%), best:    9656/10000 (96.56%), error:      1391.38843, best error:      1120.49548 on epoch:    35, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 43.7254905701s, input_fired_time: 0.6310656071, output_fired_time: 0.4553038776, propagate_forward_time: 18.4251804352, propagate_backward_time: 22.0760478973, weight_update_time: 0.0999955460, other_time: 2.1378936768
epoch time: 4.1555123329s, input_fired_time: 0.0812343657, output_fired_time: 0.0000000000, propagate_forward_time: 3.6794123650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3948655128
validation[          , genome  5048] predictions:    9624/  10000 (96.24%), best:    9656/10000 (96.56%), error:      1299.86450, best error:      1120.49548 on epoch:    35, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 43.2515182495s, input_fired_time: 0.6289162040, output_fired_time: 0.4504384696, propagate_forward_time: 18.1885852814, propagate_backward_time: 21.8568820953, weight_update_time: 0.0986429602, other_time: 2.1266937256
epoch time: 4.1550140381s, input_fired_time: 0.0788751170, output_fired_time: 0.0000000000, propagate_forward_time: 3.6814694405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3946695328
validation[          , genome  5048] predictions:    9619/  10000 (96.19%), best:    9656/10000 (96.56%), error:      1307.68738, best error:      1120.49548 on epoch:    35, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 43.6022109985s, input_fired_time: 0.6346957684, output_fired_time: 0.4524864852, propagate_forward_time: 18.3252239227, propagate_backward_time: 22.0508899689, weight_update_time: 0.0998879820, other_time: 2.1389122009
epoch time: 4.1421923637s, input_fired_time: 0.0732390285, output_fired_time: 0.0000000000, propagate_forward_time: 3.6724205017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3965330124
validation[          , genome  5048] predictions:    9614/  10000 (96.14%), best:    9656/10000 (96.56%), error:      1282.24976, best error:      1120.49548 on epoch:    35, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 43.4046516418s, input_fired_time: 0.6305252910, output_fired_time: 0.4518151879, propagate_forward_time: 18.2396316528, propagate_backward_time: 21.9463176727, weight_update_time: 0.0995727107, other_time: 2.1363620758
epoch time: 4.1406316757s, input_fired_time: 0.0734202936, output_fired_time: 0.0000000000, propagate_forward_time: 3.6778697968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3893413544
validation[          , genome  5048] predictions:    9589/  10000 (95.89%), best:    9656/10000 (96.56%), error:      1384.18103, best error:      1120.49548 on epoch:    35, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 43.5929603577s, input_fired_time: 0.6292718053, output_fired_time: 0.4442592859, propagate_forward_time: 18.3922767639, propagate_backward_time: 22.0088901520, weight_update_time: 0.0997342393, other_time: 2.1182613373
epoch time: 4.1482706070s, input_fired_time: 0.0742615610, output_fired_time: 0.0000000000, propagate_forward_time: 3.6776363850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963725567
validation[          , genome  5048] predictions:    9651/  10000 (96.51%), best:    9656/10000 (96.56%), error:      1174.00293, best error:      1120.49548 on epoch:    35, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 43.7239418030s, input_fired_time: 0.6308247447, output_fired_time: 0.4544181526, propagate_forward_time: 18.3867511749, propagate_backward_time: 22.1074409485, weight_update_time: 0.1003219783, other_time: 2.1445064545
epoch time: 4.1462306976s, input_fired_time: 0.0739590675, output_fired_time: 0.0000000000, propagate_forward_time: 3.6754419804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3968298435
validation[          , genome  5048] predictions:    9634/  10000 (96.34%), best:    9656/10000 (96.56%), error:      1257.53918, best error:      1120.49548 on epoch:    35, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 43.3981056213s, input_fired_time: 0.6368246675, output_fired_time: 0.4498094022, propagate_forward_time: 18.2338256836, propagate_backward_time: 21.9391555786, weight_update_time: 0.0994135663, other_time: 2.1384887695
epoch time: 4.1600227356s, input_fired_time: 0.0743652806, output_fired_time: 0.0000000000, propagate_forward_time: 3.6884305477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972270489
validation[          , genome  5048] predictions:    9607/  10000 (96.07%), best:    9656/10000 (96.56%), error:      1296.99841, best error:      1120.49548 on epoch:    35, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 43.8802070618s, input_fired_time: 0.6406137943, output_fired_time: 0.4590425193, propagate_forward_time: 18.4166774750, propagate_backward_time: 22.2011928558, weight_update_time: 0.1009680778, other_time: 2.1626815796
epoch time: 3.4295167923s, input_fired_time: 0.0786541849, output_fired_time: 0.0000000000, propagate_forward_time: 2.9937520027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3571105003
validation[          , genome  5048] predictions:    9583/  10000 (95.83%), best:    9656/10000 (96.56%), error:      1373.12646, best error:      1120.49548 on epoch:    35, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 42.5489654541s, input_fired_time: 0.6260921359, output_fired_time: 0.4453495443, propagate_forward_time: 17.8301448822, propagate_backward_time: 21.5419254303, weight_update_time: 0.0977815092, other_time: 2.1054534912
epoch time: 4.1396722794s, input_fired_time: 0.0730528235, output_fired_time: 0.0000000000, propagate_forward_time: 3.6748728752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3917465210
validation[          , genome  5048] predictions:    9654/  10000 (96.54%), best:    9656/10000 (96.56%), error:      1144.96741, best error:      1120.49548 on epoch:    35, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 42.8281097412s, input_fired_time: 0.6273161173, output_fired_time: 0.4493353963, propagate_forward_time: 17.9476299286, propagate_backward_time: 21.6884002686, weight_update_time: 0.0982965380, other_time: 2.1154270172
epoch time: 4.1537590027s, input_fired_time: 0.0742036775, output_fired_time: 0.0000000000, propagate_forward_time: 3.6859469414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3936085701
validation[          , genome  5048] predictions:    9656/  10000 (96.56%), best:    9656/10000 (96.56%), error:      1191.51746, best error:      1120.49548 on epoch:    35, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 42.4033203125s, input_fired_time: 0.6191794872, output_fired_time: 0.4469247162, propagate_forward_time: 17.8268470764, propagate_backward_time: 21.4086151123, weight_update_time: 0.0990728512, other_time: 2.1017532349
epoch time: 4.1400713921s, input_fired_time: 0.0731611773, output_fired_time: 0.0000000000, propagate_forward_time: 3.6738493443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930609226
validation[          , genome  5048] predictions:    9620/  10000 (96.20%), best:    9656/10000 (96.56%), error:      1253.58911, best error:      1120.49548 on epoch:    35, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 41.1610374451s, input_fired_time: 0.6117921472, output_fired_time: 0.4306823611, propagate_forward_time: 17.1917591095, propagate_backward_time: 20.8558654785, weight_update_time: 0.0952620432, other_time: 2.0709362030
epoch time: 3.1926281452s, input_fired_time: 0.0622729771, output_fired_time: 0.0000000000, propagate_forward_time: 2.7877743244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425807953
validation[          , genome  5048] predictions:    9616/  10000 (96.16%), best:    9656/10000 (96.56%), error:      1192.86780, best error:      1120.49548 on epoch:    35, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 41.3929176331s, input_fired_time: 0.6151266098, output_fired_time: 0.4331727326, propagate_forward_time: 17.3097896576, propagate_backward_time: 20.9535961151, weight_update_time: 0.0955490693, other_time: 2.0812301636
epoch time: 4.1327557564s, input_fired_time: 0.0740657598, output_fired_time: 0.0000000000, propagate_forward_time: 3.6725759506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3861141205
validation[          , genome  5048] predictions:    9518/  10000 (95.18%), best:    9656/10000 (96.56%), error:      1545.18091, best error:      1120.49548 on epoch:    35, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 43.0207252502s, input_fired_time: 0.6330878139, output_fired_time: 0.4468083382, propagate_forward_time: 18.0438785553, propagate_backward_time: 21.7742080688, weight_update_time: 0.0986433029, other_time: 2.1227436066
epoch time: 4.1568722725s, input_fired_time: 0.0765731037, output_fired_time: 0.0000000000, propagate_forward_time: 3.6871004105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931989670
validation[          , genome  5048] predictions:    9591/  10000 (95.91%), best:    9656/10000 (96.56%), error:      1336.81860, best error:      1120.49548 on epoch:    35, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 43.8509025574s, input_fired_time: 0.6398118734, output_fired_time: 0.4555922449, propagate_forward_time: 18.4243259430, propagate_backward_time: 22.1807193756, weight_update_time: 0.1011290997, other_time: 2.1504516602
epoch time: 4.1616544724s, input_fired_time: 0.0797836781, output_fired_time: 0.0000000000, propagate_forward_time: 3.6881339550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937370777
validation[          , genome  5048] predictions:    9632/  10000 (96.32%), best:    9656/10000 (96.56%), error:      1277.65198, best error:      1120.49548 on epoch:    35, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 43.8775253296s, input_fired_time: 0.6452209949, output_fired_time: 0.4582251608, propagate_forward_time: 18.4220638275, propagate_backward_time: 22.1995639801, weight_update_time: 0.1010633931, other_time: 2.1524505615
epoch time: 4.1645441055s, input_fired_time: 0.0791967884, output_fired_time: 0.0000000000, propagate_forward_time: 3.6844789982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4008681774
validation[          , genome  5048] predictions:    9609/  10000 (96.09%), best:    9656/10000 (96.56%), error:      1301.20264, best error:      1120.49548 on epoch:    35, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 43.6006011963s, input_fired_time: 0.6404345632, output_fired_time: 0.4581609368, propagate_forward_time: 18.3168201447, propagate_backward_time: 22.0399360657, weight_update_time: 0.1001554057, other_time: 2.1452503204
epoch time: 4.1459989548s, input_fired_time: 0.0782184601, output_fired_time: 0.0000000000, propagate_forward_time: 3.6722626686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955178261
validation[          , genome  5048] predictions:    9613/  10000 (96.13%), best:    9656/10000 (96.56%), error:      1261.43994, best error:      1120.49548 on epoch:    35, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 41.7621421814s, input_fired_time: 0.6157148480, output_fired_time: 0.4379751384, propagate_forward_time: 17.4517993927, propagate_backward_time: 21.1696224213, weight_update_time: 0.0957141221, other_time: 2.0870285034
epoch time: 4.1335573196s, input_fired_time: 0.0796697885, output_fired_time: 0.0000000000, propagate_forward_time: 3.6658930779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879942894
validation[          , genome  5048] predictions:    9622/  10000 (96.22%), best:    9656/10000 (96.56%), error:      1346.35901, best error:      1120.49548 on epoch:    35, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 43.6051864624s, input_fired_time: 0.6390672326, output_fired_time: 0.4517106414, propagate_forward_time: 18.3472290039, propagate_backward_time: 22.0329322815, weight_update_time: 0.0995393619, other_time: 2.1342468262
epoch time: 4.1393747330s, input_fired_time: 0.0802056417, output_fired_time: 0.0000000000, propagate_forward_time: 3.6667613983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924078941
validation[          , genome  5048] predictions:    9596/  10000 (95.96%), best:    9656/10000 (96.56%), error:      1306.02625, best error:      1120.49548 on epoch:    35, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 43.5752220154s, input_fired_time: 0.6321218610, output_fired_time: 0.4493396282, propagate_forward_time: 18.3429336548, propagate_backward_time: 22.0261936188, weight_update_time: 0.0992924720, other_time: 2.1246318817
epoch time: 4.1359033585s, input_fired_time: 0.0747106448, output_fired_time: 0.0000000000, propagate_forward_time: 3.6676783562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935141563
validation[          , genome  5048] predictions:    9616/  10000 (96.16%), best:    9656/10000 (96.56%), error:      1273.15979, best error:      1120.49548 on epoch:    35, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 43.7479553223s, input_fired_time: 0.6315456629, output_fired_time: 0.4486483335, propagate_forward_time: 18.4372596741, propagate_backward_time: 22.0973873138, weight_update_time: 0.0988098606, other_time: 2.1331157684
epoch time: 4.1463031769s, input_fired_time: 0.0807897672, output_fired_time: 0.0000000000, propagate_forward_time: 3.6721904278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933231831
validation[          , genome  5048] predictions:    9478/  10000 (94.78%), best:    9656/10000 (96.56%), error:      1783.16516, best error:      1120.49548 on epoch:    35, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 43.2996711731s, input_fired_time: 0.6289086938, output_fired_time: 0.4420830905, propagate_forward_time: 18.2513904572, propagate_backward_time: 21.8625335693, weight_update_time: 0.0984034464, other_time: 2.1147556305
epoch time: 4.1469359398s, input_fired_time: 0.0743047819, output_fired_time: 0.0000000000, propagate_forward_time: 3.6810233593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3916079998
validation[          , genome  5048] predictions:    9622/  10000 (96.22%), best:    9656/10000 (96.56%), error:      1252.71021, best error:      1120.49548 on epoch:    35, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 43.7969894409s, input_fired_time: 0.6375375390, output_fired_time: 0.4481994510, propagate_forward_time: 18.4589996338, propagate_backward_time: 22.1059722900, weight_update_time: 0.0996667743, other_time: 2.1462783813
epoch time: 4.1616458893s, input_fired_time: 0.0805133730, output_fired_time: 0.0000000000, propagate_forward_time: 3.6914772987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896551132
validation[          , genome  5048] predictions:    9578/  10000 (95.78%), best:    9656/10000 (96.56%), error:      1446.63733, best error:      1120.49548 on epoch:    35, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 43.8571624756s, input_fired_time: 0.6350257397, output_fired_time: 0.4545275569, propagate_forward_time: 18.4909229279, propagate_backward_time: 22.1410865784, weight_update_time: 0.0992711633, other_time: 2.1355991364
epoch time: 4.1520624161s, input_fired_time: 0.0818635449, output_fired_time: 0.0000000000, propagate_forward_time: 3.6745371819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956618309
validation[          , genome  5048] predictions:    9647/  10000 (96.47%), best:    9656/10000 (96.56%), error:      1188.19592, best error:      1120.49548 on epoch:    35, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 43.6833953857s, input_fired_time: 0.6426107883, output_fired_time: 0.4526821077, propagate_forward_time: 18.3812084198, propagate_backward_time: 22.0583553314, weight_update_time: 0.0998870730, other_time: 2.1485366821
epoch time: 4.1537346840s, input_fired_time: 0.0774274468, output_fired_time: 0.0000000000, propagate_forward_time: 3.6811370850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951702118
validation[          , genome  5048] predictions:    9625/  10000 (96.25%), best:    9656/10000 (96.56%), error:      1240.84619, best error:      1120.49548 on epoch:    35, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 43.7787933350s, input_fired_time: 0.6425925493, output_fired_time: 0.4535434842, propagate_forward_time: 18.4109439850, propagate_backward_time: 22.1251716614, weight_update_time: 0.1001349017, other_time: 2.1465396881
epoch time: 4.1513514519s, input_fired_time: 0.0747937411, output_fired_time: 0.0000000000, propagate_forward_time: 3.6808018684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3957557678
validation[          , genome  5048] predictions:    9647/  10000 (96.47%), best:    9656/10000 (96.56%), error:      1190.31116, best error:      1120.49548 on epoch:    35, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 43.7252540588s, input_fired_time: 0.6367243528, output_fired_time: 0.4542674124, propagate_forward_time: 18.3909130096, propagate_backward_time: 22.0965061188, weight_update_time: 0.0995804518, other_time: 2.1468467712
epoch time: 4.1521658897s, input_fired_time: 0.0749414116, output_fired_time: 0.0000000000, propagate_forward_time: 3.6821606159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3950636387
validation[          , genome  5048] predictions:    9620/  10000 (96.20%), best:    9656/10000 (96.56%), error:      1282.10669, best error:      1120.49548 on epoch:    35, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 43.6247024536s, input_fired_time: 0.6384571791, output_fired_time: 0.4441531897, propagate_forward_time: 18.3943176270, propagate_backward_time: 22.0119781494, weight_update_time: 0.0995568410, other_time: 2.1357955933
epoch time: 4.1490020752s, input_fired_time: 0.0757128969, output_fired_time: 0.0000000000, propagate_forward_time: 3.6798253059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3934640884
validation[          , genome  5048] predictions:    9635/  10000 (96.35%), best:    9656/10000 (96.56%), error:      1233.76099, best error:      1120.49548 on epoch:    35, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 43.6723518372s, input_fired_time: 0.6373044848, output_fired_time: 0.4527793229, propagate_forward_time: 18.3493804932, propagate_backward_time: 22.1007251740, weight_update_time: 0.0992162153, other_time: 2.1321620941
epoch time: 4.1624302864s, input_fired_time: 0.0772988126, output_fired_time: 0.0000000000, propagate_forward_time: 3.6889698505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3961617947
validation[          , genome  5048] predictions:    9653/  10000 (96.53%), best:    9656/10000 (96.56%), error:      1153.38757, best error:      1120.49548 on epoch:    35, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 43.9001579285s, input_fired_time: 0.6392029524, output_fired_time: 0.4560458362, propagate_forward_time: 18.4343242645, propagate_backward_time: 22.2304496765, weight_update_time: 0.1001610458, other_time: 2.1401348114
epoch time: 4.1539855003s, input_fired_time: 0.0743417591, output_fired_time: 0.0000000000, propagate_forward_time: 3.6852679253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943758011
validation[          , genome  5048] predictions:    9613/  10000 (96.13%), best:    9656/10000 (96.56%), error:      1294.66174, best error:      1120.49548 on epoch:    35, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 43.7870597839s, input_fired_time: 0.6296658516, output_fired_time: 0.4555835128, propagate_forward_time: 18.3937187195, propagate_backward_time: 22.1741352081, weight_update_time: 0.0999655128, other_time: 2.1339588165
epoch time: 4.1574835777s, input_fired_time: 0.0745540336, output_fired_time: 0.0000000000, propagate_forward_time: 3.6851954460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3977341652
validation[          , genome  5048] predictions:    9573/  10000 (95.73%), best:    9656/10000 (96.56%), error:      1426.57275, best error:      1120.49548 on epoch:    35, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 43.7851600647s, input_fired_time: 0.6412822008, output_fired_time: 0.4543181956, propagate_forward_time: 18.3983211517, propagate_backward_time: 22.1510715485, weight_update_time: 0.1003489494, other_time: 2.1401672363
epoch time: 3.9413983822s, input_fired_time: 0.0743980780, output_fired_time: 0.0000000000, propagate_forward_time: 3.4838962555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3831040859
validation[          , genome  5048] predictions:    9630/  10000 (96.30%), best:    9656/10000 (96.56%), error:      1245.33606, best error:      1120.49548 on epoch:    35, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 41.9394302368s, input_fired_time: 0.6295658946, output_fired_time: 0.4342804551, propagate_forward_time: 17.6205387115, propagate_backward_time: 21.1646537781, weight_update_time: 0.0968032330, other_time: 2.0903911591
epoch time: 4.1573777199s, input_fired_time: 0.0804937109, output_fired_time: 0.0000000000, propagate_forward_time: 3.6793587208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3975250721
validation[          , genome  5048] predictions:    9625/  10000 (96.25%), best:    9656/10000 (96.56%), error:      1293.46619, best error:      1120.49548 on epoch:    35, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 43.4595184326s, input_fired_time: 0.6422477365, output_fired_time: 0.4544547796, propagate_forward_time: 18.2487506866, propagate_backward_time: 21.9684467316, weight_update_time: 0.0997545198, other_time: 2.1456184387
epoch time: 4.1385793686s, input_fired_time: 0.0762224793, output_fired_time: 0.0000000000, propagate_forward_time: 3.6656973362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3966596127
validation[          , genome  5048] predictions:    9646/  10000 (96.46%), best:    9656/10000 (96.56%), error:      1180.68518, best error:      1120.49548 on epoch:    35, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 43.5613517761s, input_fired_time: 0.6382241249, output_fired_time: 0.4535098076, propagate_forward_time: 18.3214836121, propagate_backward_time: 22.0224437714, weight_update_time: 0.0986960754, other_time: 2.1256885529
epoch time: 4.1550741196s, input_fired_time: 0.0749819130, output_fired_time: 0.0000000000, propagate_forward_time: 3.6840832233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960092068
validation[          , genome  5048] predictions:    9602/  10000 (96.02%), best:    9656/10000 (96.56%), error:      1238.49426, best error:      1120.49548 on epoch:    35, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 42.3941497803s, input_fired_time: 0.6190862656, output_fired_time: 0.4409280121, propagate_forward_time: 17.7400417328, propagate_backward_time: 21.4850673676, weight_update_time: 0.1029230058, other_time: 2.1090240479
epoch time: 4.1829452515s, input_fired_time: 0.0739400163, output_fired_time: 0.0000000000, propagate_forward_time: 3.7120151520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969902992
validation[          , genome  5048] predictions:    9663/  10000 (96.63%), best:    9656/10000 (96.56%), error:      1150.54675, best error:      1120.49548 on epoch:    35, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 41.8025741577s, input_fired_time: 0.6179425120, output_fired_time: 0.4354741871, propagate_forward_time: 17.5278320312, propagate_backward_time: 21.1357669830, weight_update_time: 0.0967191905, other_time: 2.0855579376
epoch time: 3.8177006245s, input_fired_time: 0.0699259862, output_fired_time: 0.0000000000, propagate_forward_time: 3.3766441345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711304665
validation[          , genome  5048] predictions:    9634/  10000 (96.34%), best:    9656/10000 (96.56%), error:      1272.93567, best error:      1120.49548 on epoch:    35, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 41.3706932068s, input_fired_time: 0.6143829226, output_fired_time: 0.4344288111, propagate_forward_time: 17.2466144562, propagate_backward_time: 20.9969196320, weight_update_time: 0.0952203125, other_time: 2.0783462524
epoch time: 4.1612901688s, input_fired_time: 0.0745493770, output_fired_time: 0.0000000000, propagate_forward_time: 3.6874158382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993251324
validation[          , genome  5048] predictions:    9546/  10000 (95.46%), best:    9656/10000 (96.56%), error:      1573.93213, best error:      1120.49548 on epoch:    35, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 43.6508674622s, input_fired_time: 0.6270582676, output_fired_time: 0.4514488578, propagate_forward_time: 18.3436679840, propagate_backward_time: 22.0900859833, weight_update_time: 0.1003671959, other_time: 2.1386032104
epoch time: 4.1413354874s, input_fired_time: 0.0734123290, output_fired_time: 0.0000000000, propagate_forward_time: 3.6729996204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949234486
validation[          , genome  5048] predictions:    9658/  10000 (96.58%), best:    9656/10000 (96.56%), error:      1158.34619, best error:      1120.49548 on epoch:    35, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 43.7296257019s, input_fired_time: 0.6319648027, output_fired_time: 0.4530182183, propagate_forward_time: 18.3518123627, propagate_backward_time: 22.1586761475, weight_update_time: 0.1001510769, other_time: 2.1341533661
epoch time: 4.1477837563s, input_fired_time: 0.0760056898, output_fired_time: 0.0000000000, propagate_forward_time: 3.6739354134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3978428841
validation[          , genome  5048] predictions:    9651/  10000 (96.51%), best:    9656/10000 (96.56%), error:      1168.50671, best error:      1120.49548 on epoch:    35, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 42.5466461182s, input_fired_time: 0.6238754988, output_fired_time: 0.4450302720, propagate_forward_time: 17.7682361603, propagate_backward_time: 21.5974617004, weight_update_time: 0.0976206362, other_time: 2.1120433807
epoch time: 3.9587726593s, input_fired_time: 0.0731287748, output_fired_time: 0.0000000000, propagate_forward_time: 3.5009937286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3846502304
validation[          , genome  5048] predictions:    9643/  10000 (96.43%), best:    9656/10000 (96.56%), error:      1183.38928, best error:      1120.49548 on epoch:    35, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 43.5037269592s, input_fired_time: 0.6389455199, output_fired_time: 0.4520244300, propagate_forward_time: 18.2890033722, propagate_backward_time: 21.9741458893, weight_update_time: 0.1002186611, other_time: 2.1496086121
epoch time: 4.1431398392s, input_fired_time: 0.0763239861, output_fired_time: 0.0000000000, propagate_forward_time: 3.6723356247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3944802284
validation[          , genome  5048] predictions:    9653/  10000 (96.53%), best:    9656/10000 (96.56%), error:      1172.18408, best error:      1120.49548 on epoch:    35, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 43.6486434937s, input_fired_time: 0.6383719444, output_fired_time: 0.4535316527, propagate_forward_time: 18.3827438354, propagate_backward_time: 22.0249996185, weight_update_time: 0.0999900848, other_time: 2.1489963531
epoch time: 4.1698045731s, input_fired_time: 0.0785825402, output_fired_time: 0.0000000000, propagate_forward_time: 3.6907498837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4004719257
validation[          , genome  5048] predictions:    9646/  10000 (96.46%), best:    9656/10000 (96.56%), error:      1171.50684, best error:      1120.49548 on epoch:    35, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 43.8120155334s, input_fired_time: 0.6481666565, output_fired_time: 0.4540427327, propagate_forward_time: 18.4732074738, propagate_backward_time: 22.0928592682, weight_update_time: 0.0997816697, other_time: 2.1437377930
epoch time: 4.1591210365s, input_fired_time: 0.0753883943, output_fired_time: 0.0000000000, propagate_forward_time: 3.6897590160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939735889
validation[          , genome  5048] predictions:    9649/  10000 (96.49%), best:    9656/10000 (96.56%), error:      1212.83337, best error:      1120.49548 on epoch:    35, 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: 20.5233325958s, input_fired_time: 0.3833539784, output_fired_time: 0.0000000000, propagate_forward_time: 18.1641826630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9757957458
best training[          , genome  5048] predictions:   48920/  50000 (97.84%), best:    9656/10000 (96.56%), error:      3927.27856, best error:      1120.49548 on epoch:    35, 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: 4.1413049698s, input_fired_time: 0.0754762217, output_fired_time: 0.0000000000, propagate_forward_time: 3.6766984463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3891303539
   testing[          , genome  5048] predictions:    9758/  10000 (97.58%), best:    9656/10000 (96.56%), error:       905.16650, best error:      1120.49548 on epoch:    35, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:24:34 (70891): called boinc_finish(0)

</stderr_txt>
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