Nameexact_genome_1512568488_41_5795_2
Workunit2600227
Created7 Dec 2017, 16:54:05 UTC
Sent7 Dec 2017, 16:59:24 UTC
Report deadline18 Dec 2017, 19:48:02 UTC
Received9 Dec 2017, 7:22:56 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time6 hours 7 min 15 sec
CPU time6 hours 2 min 59 sec
Validate stateValid
Credit2,779.28
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.33 MB
Peak swap size158.95 MB
Peak disk usage1.91 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
038.39453 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 196.8953704834s, input_fired_time: 2.0421063900, output_fired_time: 2.1310293674, propagate_forward_time: 73.0187606812, propagate_backward_time: 116.0891799927, weight_update_time: 0.2028530240, other_time: 3.6143035889
epoch time: 15.7707586288s, input_fired_time: 0.2583537102, output_fired_time: 0.0000000000, propagate_forward_time: 14.8778781891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6345272064
validation[          , genome  5795] predictions:    9693/  10000 (96.93%), best:    9690/10000 (96.90%), error:      1049.69824, best error:      1038.39453 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 198.7041931152s, input_fired_time: 2.0610404015, output_fired_time: 2.1233448982, propagate_forward_time: 73.9937515259, propagate_backward_time: 116.9672164917, weight_update_time: 0.2028008550, other_time: 3.5588378906
epoch time: 15.9854249954s, input_fired_time: 0.2596530318, output_fired_time: 0.0000000000, propagate_forward_time: 15.0700387955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6557331085
validation[          , genome  5795] predictions:    9697/  10000 (96.97%), best:    9690/10000 (96.90%), error:      1062.25171, best error:      1038.39453 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 199.5577545166s, input_fired_time: 2.0613479614, output_fired_time: 2.1358017921, propagate_forward_time: 74.3251724243, propagate_backward_time: 117.4962615967, weight_update_time: 0.2032176107, other_time: 3.5391616821
epoch time: 16.1296424866s, input_fired_time: 0.2631885111, output_fired_time: 0.0000000000, propagate_forward_time: 15.2142324448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6522216797
validation[          , genome  5795] predictions:    9646/  10000 (96.46%), best:    9690/10000 (96.90%), error:      1235.98047, best error:      1038.39453 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 199.7332611084s, input_fired_time: 2.0742428303, output_fired_time: 2.1406500340, propagate_forward_time: 74.1171951294, propagate_backward_time: 117.8044128418, weight_update_time: 0.2023133934, other_time: 3.5967483521
epoch time: 16.1121540070s, input_fired_time: 0.2604475021, output_fired_time: 0.0000000000, propagate_forward_time: 15.2015495300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6501569748
validation[          , genome  5795] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:      1035.05994, best error:      1035.05994 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 196.9065856934s, input_fired_time: 2.0643353462, output_fired_time: 2.1240754128, propagate_forward_time: 73.0304412842, propagate_backward_time: 116.0277709961, weight_update_time: 0.2049686462, other_time: 3.6599731445
epoch time: 15.7907886505s, input_fired_time: 0.2595830560, output_fired_time: 0.0000000000, propagate_forward_time: 14.8775835037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6536216736
validation[          , genome  5795] predictions:    9683/  10000 (96.83%), best:    9710/10000 (97.10%), error:      1058.15833, best error:      1035.05994 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 198.7195129395s, input_fired_time: 2.0715105534, output_fired_time: 2.1273813248, propagate_forward_time: 73.8456420898, propagate_backward_time: 117.0532531738, weight_update_time: 0.2040326893, other_time: 3.6217193604
epoch time: 15.9899883270s, input_fired_time: 0.2536841929, output_fired_time: 0.0000000000, propagate_forward_time: 15.1031074524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6331968307
validation[          , genome  5795] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       949.88464, best error:       949.88464 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 198.6677551270s, input_fired_time: 2.0575990677, output_fired_time: 2.1288454533, propagate_forward_time: 74.1256103516, propagate_backward_time: 116.8213882446, weight_update_time: 0.2004829347, other_time: 3.5343093872
epoch time: 15.1514854431s, input_fired_time: 0.2509321868, output_fired_time: 0.0000000000, propagate_forward_time: 14.2571916580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6433620453
validation[          , genome  5795] predictions:    9685/  10000 (96.85%), best:    9709/10000 (97.09%), error:      1167.52014, best error:       949.88464 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 198.4757537842s, input_fired_time: 2.0816593170, output_fired_time: 2.1326100826, propagate_forward_time: 73.8839874268, propagate_backward_time: 116.7511749268, weight_update_time: 0.2035376728, other_time: 3.6263122559
epoch time: 16.1381053925s, input_fired_time: 0.2614513338, output_fired_time: 0.0000000000, propagate_forward_time: 15.2265720367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6500816345
validation[          , genome  5795] predictions:    9608/  10000 (96.08%), best:    9709/10000 (97.09%), error:      1228.29126, best error:       949.88464 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 199.7824249268s, input_fired_time: 2.0806822777, output_fired_time: 2.1302947998, propagate_forward_time: 74.3888702393, propagate_backward_time: 117.5760192871, weight_update_time: 0.2043822408, other_time: 3.6065521240
epoch time: 16.1854610443s, input_fired_time: 0.2650853097, output_fired_time: 0.0000000000, propagate_forward_time: 15.2597045898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6606712341
validation[          , genome  5795] predictions:    9702/  10000 (97.02%), best:    9709/10000 (97.09%), error:      1053.63452, best error:       949.88464 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 199.2517547607s, input_fired_time: 2.0831530094, output_fired_time: 2.1431443691, propagate_forward_time: 74.0500411987, propagate_backward_time: 117.2676086426, weight_update_time: 0.2052024752, other_time: 3.7078018188
epoch time: 15.9800233841s, input_fired_time: 0.2545930147, output_fired_time: 0.0000000000, propagate_forward_time: 15.0985174179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6269130707
validation[          , genome  5795] predictions:    9658/  10000 (96.58%), best:    9709/10000 (97.09%), error:      1179.79822, best error:       949.88464 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 199.5283050537s, input_fired_time: 2.0769035816, output_fired_time: 2.1431849003, propagate_forward_time: 74.0568161011, propagate_backward_time: 117.6231384277, weight_update_time: 0.2046545297, other_time: 3.6282577515
epoch time: 15.7749252319s, input_fired_time: 0.2559020221, output_fired_time: 0.0000000000, propagate_forward_time: 14.8810882568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6379346848
validation[          , genome  5795] predictions:    9683/  10000 (96.83%), best:    9709/10000 (97.09%), error:      1072.89307, best error:       949.88464 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 200.7032928467s, input_fired_time: 2.0903196335, output_fired_time: 2.1545081139, propagate_forward_time: 74.8436431885, propagate_backward_time: 117.9801177979, weight_update_time: 0.2053395659, other_time: 3.6347045898
epoch time: 15.8681774139s, input_fired_time: 0.2597922683, output_fired_time: 0.0000000000, propagate_forward_time: 14.9550409317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6533441544
validation[          , genome  5795] predictions:    9683/  10000 (96.83%), best:    9709/10000 (97.09%), error:      1042.45203, best error:       949.88464 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 200.9508209229s, input_fired_time: 2.0886166096, output_fired_time: 2.1452655792, propagate_forward_time: 74.8345794678, propagate_backward_time: 118.2831954956, weight_update_time: 0.2047137320, other_time: 3.5991592407
epoch time: 16.0184936523s, input_fired_time: 0.2645394802, output_fired_time: 0.0000000000, propagate_forward_time: 15.0870819092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6668720245
validation[          , genome  5795] predictions:    9687/  10000 (96.87%), best:    9709/10000 (97.09%), error:      1101.66858, best error:       949.88464 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 197.8234863281s, input_fired_time: 2.0803694725, output_fired_time: 2.1416456699, propagate_forward_time: 73.4026641846, propagate_backward_time: 116.5598754883, weight_update_time: 0.2024986148, other_time: 3.6389312744
epoch time: 16.2072963715s, input_fired_time: 0.2620284259, output_fired_time: 0.0000000000, propagate_forward_time: 15.2936420441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6516256332
validation[          , genome  5795] predictions:    9668/  10000 (96.68%), best:    9709/10000 (97.09%), error:      1084.77087, best error:       949.88464 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 197.9966888428s, input_fired_time: 2.0750279427, output_fired_time: 2.1269803047, propagate_forward_time: 73.6529769897, propagate_backward_time: 116.5076370239, weight_update_time: 0.2032739669, other_time: 3.6340637207
epoch time: 15.8795623779s, input_fired_time: 0.2552843690, output_fired_time: 0.0000000000, propagate_forward_time: 14.9952774048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6290006638
validation[          , genome  5795] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       936.69257, best error:       936.69257 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 199.0938415527s, input_fired_time: 2.0781404972, output_fired_time: 2.1393349171, propagate_forward_time: 74.1553039551, propagate_backward_time: 117.0891952515, weight_update_time: 0.2044137269, other_time: 3.6318740845
epoch time: 15.2737817764s, input_fired_time: 0.2576396763, output_fired_time: 0.0000000000, propagate_forward_time: 14.3542051315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6619367599
validation[          , genome  5795] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       920.76917, best error:       920.76917 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 199.0006256104s, input_fired_time: 2.0706193447, output_fired_time: 2.1467821598, propagate_forward_time: 73.9539337158, propagate_backward_time: 117.2008895874, weight_update_time: 0.2041736096, other_time: 3.6283950806
epoch time: 15.6447343826s, input_fired_time: 0.2599137425, output_fired_time: 0.0000000000, propagate_forward_time: 14.7452983856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6395225525
validation[          , genome  5795] predictions:    9696/  10000 (96.96%), best:    9720/10000 (97.20%), error:      1030.23584, best error:       920.76917 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 197.8110504150s, input_fired_time: 2.0805046558, output_fired_time: 2.1288132668, propagate_forward_time: 73.5056915283, propagate_backward_time: 116.4654541016, weight_update_time: 0.2026565969, other_time: 3.6305847168
epoch time: 15.3194208145s, input_fired_time: 0.2577869296, output_fired_time: 0.0000000000, propagate_forward_time: 14.4093513489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6522827148
validation[          , genome  5795] predictions:    9717/  10000 (97.17%), best:    9720/10000 (97.20%), error:       952.62854, best error:       920.76917 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 199.7220764160s, input_fired_time: 2.0797712803, output_fired_time: 2.1464576721, propagate_forward_time: 74.1260375977, propagate_backward_time: 117.7783355713, weight_update_time: 0.2074929923, other_time: 3.5914764404
epoch time: 15.3217811584s, input_fired_time: 0.2572696805, output_fired_time: 0.0000000000, propagate_forward_time: 14.4111509323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6533603668
validation[          , genome  5795] predictions:    9710/  10000 (97.10%), best:    9720/10000 (97.20%), error:       979.07837, best error:       920.76917 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 199.7331695557s, input_fired_time: 2.0812590122, output_fired_time: 2.1413321495, propagate_forward_time: 74.2681121826, propagate_backward_time: 117.6128692627, weight_update_time: 0.2068789452, other_time: 3.6296081543
epoch time: 15.8779516220s, input_fired_time: 0.2619628310, output_fired_time: 0.0000000000, propagate_forward_time: 14.9719800949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6440086365
validation[          , genome  5795] predictions:    9674/  10000 (96.74%), best:    9720/10000 (97.20%), error:      1059.20654, best error:       920.76917 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 199.4987487793s, input_fired_time: 2.0989708900, output_fired_time: 2.1367652416, propagate_forward_time: 74.3472366333, propagate_backward_time: 117.3040313721, weight_update_time: 0.2013113797, other_time: 3.6117477417
epoch time: 15.6047811508s, input_fired_time: 0.2589861751, output_fired_time: 0.0000000000, propagate_forward_time: 14.6872053146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6585893631
validation[          , genome  5795] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       866.44482, best error:       866.44482 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 200.3368377686s, input_fired_time: 2.0808749199, output_fired_time: 2.1455426216, propagate_forward_time: 74.5980224609, propagate_backward_time: 117.9075927734, weight_update_time: 0.2044726610, other_time: 3.6048126221
epoch time: 16.0693397522s, input_fired_time: 0.2561529279, output_fired_time: 0.0000000000, propagate_forward_time: 15.1852531433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6279335022
validation[          , genome  5795] predictions:    9710/  10000 (97.10%), best:    9760/10000 (97.60%), error:       982.66302, best error:       866.44482 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 198.1112823486s, input_fired_time: 2.0720763206, output_fired_time: 2.1233730316, propagate_forward_time: 73.4988098145, propagate_backward_time: 116.8145446777, weight_update_time: 0.2017510086, other_time: 3.6024780273
epoch time: 15.8192262650s, input_fired_time: 0.2614420056, output_fired_time: 0.0000000000, propagate_forward_time: 14.9135017395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6442823410
validation[          , genome  5795] predictions:    9729/  10000 (97.29%), best:    9760/10000 (97.60%), error:       948.25513, best error:       866.44482 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 197.8124542236s, input_fired_time: 2.0626919270, output_fired_time: 2.1277177334, propagate_forward_time: 73.1951751709, propagate_backward_time: 116.8312759399, weight_update_time: 0.2016452104, other_time: 3.5955886841
epoch time: 15.7785425186s, input_fired_time: 0.2612518370, output_fired_time: 0.0000000000, propagate_forward_time: 14.8789787292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6383123398
validation[          , genome  5795] predictions:    9706/  10000 (97.06%), best:    9760/10000 (97.60%), error:       955.56403, best error:       866.44482 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 200.0835723877s, input_fired_time: 2.0784580708, output_fired_time: 2.1474509239, propagate_forward_time: 74.5109786987, propagate_backward_time: 117.7469100952, weight_update_time: 0.2035150528, other_time: 3.5997772217
epoch time: 15.9149637222s, input_fired_time: 0.2603471279, output_fired_time: 0.0000000000, propagate_forward_time: 15.0191040039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6355123520
validation[          , genome  5795] predictions:    9729/  10000 (97.29%), best:    9760/10000 (97.60%), error:       912.11871, best error:       866.44482 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 197.9798278809s, input_fired_time: 2.0682537556, output_fired_time: 2.1188790798, propagate_forward_time: 73.5181274414, propagate_backward_time: 116.6978607178, weight_update_time: 0.2021308541, other_time: 3.5767059326
epoch time: 16.0351448059s, input_fired_time: 0.2645131648, output_fired_time: 0.0000000000, propagate_forward_time: 15.1294279099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6412038803
validation[          , genome  5795] predictions:    9749/  10000 (97.49%), best:    9760/10000 (97.60%), error:       898.44830, best error:       866.44482 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 198.8701782227s, input_fired_time: 2.0869448185, output_fired_time: 2.1421990395, propagate_forward_time: 73.9153060913, propagate_backward_time: 117.1482467651, weight_update_time: 0.2055796385, other_time: 3.5774841309
epoch time: 15.6143217087s, input_fired_time: 0.2622261941, output_fired_time: 0.0000000000, propagate_forward_time: 14.7025747299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6495208740
validation[          , genome  5795] predictions:    9733/  10000 (97.33%), best:    9760/10000 (97.60%), error:       961.53876, best error:       866.44482 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 199.2716369629s, input_fired_time: 2.0884747505, output_fired_time: 2.1406371593, propagate_forward_time: 73.9155273438, propagate_backward_time: 117.4784851074, weight_update_time: 0.2039679140, other_time: 3.6485137939
epoch time: 15.4148235321s, input_fired_time: 0.2613987029, output_fired_time: 0.0000000000, propagate_forward_time: 14.5037889481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6496362686
validation[          , genome  5795] predictions:    9703/  10000 (97.03%), best:    9760/10000 (97.60%), error:       996.03894, best error:       866.44482 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 198.3692474365s, input_fired_time: 2.0855083466, output_fired_time: 2.1414511204, propagate_forward_time: 73.4070892334, propagate_backward_time: 117.0849761963, weight_update_time: 0.2046891749, other_time: 3.6502227783
epoch time: 15.7173547745s, input_fired_time: 0.2537819445, output_fired_time: 0.0000000000, propagate_forward_time: 14.8372201920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6263523102
validation[          , genome  5795] predictions:    9595/  10000 (95.95%), best:    9760/10000 (97.60%), error:      1436.31470, best error:       866.44482 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 200.2511749268s, input_fired_time: 2.0785484314, output_fired_time: 2.1404063702, propagate_forward_time: 74.6316452026, propagate_backward_time: 117.8622817993, weight_update_time: 0.2018412352, other_time: 3.5382843018
epoch time: 15.4606914520s, input_fired_time: 0.2606742382, output_fired_time: 0.0000000000, propagate_forward_time: 14.5468692780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6531476974
validation[          , genome  5795] predictions:    9584/  10000 (95.84%), best:    9760/10000 (97.60%), error:      1372.17896, best error:       866.44482 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 200.2027587891s, input_fired_time: 2.0858206749, output_fired_time: 2.1343455315, propagate_forward_time: 74.6962203979, propagate_backward_time: 117.7344970703, weight_update_time: 0.2042138875, other_time: 3.5518875122
epoch time: 16.0576877594s, input_fired_time: 0.2651983202, output_fired_time: 0.0000000000, propagate_forward_time: 15.1516733170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6408157349
validation[          , genome  5795] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       815.55475, best error:       815.55475 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 201.0441894531s, input_fired_time: 2.0979590416, output_fired_time: 2.1503524780, propagate_forward_time: 74.9542388916, propagate_backward_time: 118.2935409546, weight_update_time: 0.2026579678, other_time: 3.5480880737
epoch time: 14.1020336151s, input_fired_time: 0.2512486279, output_fired_time: 0.0000000000, propagate_forward_time: 13.1471138000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7036714554
validation[          , genome  5795] predictions:    9751/  10000 (97.51%), best:    9757/10000 (97.57%), error:       869.86755, best error:       815.55475 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 200.0148620605s, input_fired_time: 2.0851514339, output_fired_time: 2.1358435154, propagate_forward_time: 74.5516433716, propagate_backward_time: 117.6932449341, weight_update_time: 0.2026471794, other_time: 3.5489807129
epoch time: 16.1155281067s, input_fired_time: 0.2707376480, output_fired_time: 0.0000000000, propagate_forward_time: 15.1817913055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6629991531
validation[          , genome  5795] predictions:    9705/  10000 (97.05%), best:    9757/10000 (97.57%), error:       981.90863, best error:       815.55475 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 200.2345123291s, input_fired_time: 2.0888631344, output_fired_time: 2.1548941135, propagate_forward_time: 74.6659622192, propagate_backward_time: 117.7492294312, weight_update_time: 0.2023530304, other_time: 3.5755615234
epoch time: 15.8356752396s, input_fired_time: 0.2637196481, output_fired_time: 0.0000000000, propagate_forward_time: 14.9145088196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6574468613
validation[          , genome  5795] predictions:    9730/  10000 (97.30%), best:    9757/10000 (97.57%), error:       913.20038, best error:       815.55475 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 202.0346527100s, input_fired_time: 2.1064741611, output_fired_time: 2.1537098885, propagate_forward_time: 75.4051589966, propagate_backward_time: 118.7837524414, weight_update_time: 0.2054382265, other_time: 3.5855484009
epoch time: 15.8879947662s, input_fired_time: 0.2636128366, output_fired_time: 0.0000000000, propagate_forward_time: 14.9886665344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6357154846
validation[          , genome  5795] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       848.79376, best error:       815.55475 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 199.4147338867s, input_fired_time: 2.0751204491, output_fired_time: 2.1378474236, propagate_forward_time: 74.4345550537, propagate_backward_time: 117.2336502075, weight_update_time: 0.2005003691, other_time: 3.5335617065
epoch time: 16.1958961487s, input_fired_time: 0.2660186291, output_fired_time: 0.0000000000, propagate_forward_time: 15.2888202667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6410570145
validation[          , genome  5795] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       794.43610, best error:       794.43610 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 201.1941223145s, input_fired_time: 2.0862455368, output_fired_time: 2.1530549526, propagate_forward_time: 75.0990371704, propagate_backward_time: 118.3273849487, weight_update_time: 0.2030288428, other_time: 3.5283966064
epoch time: 15.4620304108s, input_fired_time: 0.2545642853, output_fired_time: 0.0000000000, propagate_forward_time: 14.5682039261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6392621994
validation[          , genome  5795] predictions:    9716/  10000 (97.16%), best:    9769/10000 (97.69%), error:       951.27411, best error:       794.43610 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 198.0887908936s, input_fired_time: 2.0817091465, output_fired_time: 2.1313025951, propagate_forward_time: 73.3558273315, propagate_backward_time: 116.9097290039, weight_update_time: 0.2030814439, other_time: 3.6102218628
epoch time: 16.3666095734s, input_fired_time: 0.2714719772, output_fired_time: 0.0000000000, propagate_forward_time: 15.4387397766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6563987732
validation[          , genome  5795] predictions:    9763/  10000 (97.63%), best:    9769/10000 (97.69%), error:       825.15869, best error:       794.43610 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 198.2536315918s, input_fired_time: 2.0806512833, output_fired_time: 2.1283235550, propagate_forward_time: 73.4403610229, propagate_backward_time: 117.0041656494, weight_update_time: 0.2024860829, other_time: 3.6001205444
epoch time: 15.9919128418s, input_fired_time: 0.2607778013, output_fired_time: 0.0000000000, propagate_forward_time: 15.0924501419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6386852264
validation[          , genome  5795] predictions:    9761/  10000 (97.61%), best:    9769/10000 (97.69%), error:       843.28699, best error:       794.43610 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 198.9468688965s, input_fired_time: 2.0862939358, output_fired_time: 2.1320164204, propagate_forward_time: 74.0304641724, propagate_backward_time: 117.1501312256, weight_update_time: 0.1997198164, other_time: 3.5479660034
epoch time: 15.3288822174s, input_fired_time: 0.2591335177, output_fired_time: 0.0000000000, propagate_forward_time: 14.4200057983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6497430801
validation[          , genome  5795] predictions:    9745/  10000 (97.45%), best:    9769/10000 (97.69%), error:       861.99268, best error:       794.43610 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 197.7241363525s, input_fired_time: 2.0956933498, output_fired_time: 2.1311788559, propagate_forward_time: 73.2101058960, propagate_backward_time: 116.6351928711, weight_update_time: 0.2030087560, other_time: 3.6519699097
epoch time: 16.1814823151s, input_fired_time: 0.2686564624, output_fired_time: 0.0000000000, propagate_forward_time: 15.2494421005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6633834839
validation[          , genome  5795] predictions:    9763/  10000 (97.63%), best:    9769/10000 (97.69%), error:       816.07281, best error:       794.43610 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 199.8534851074s, input_fired_time: 2.0720920563, output_fired_time: 2.1330702305, propagate_forward_time: 74.3470153809, propagate_backward_time: 117.7845993042, weight_update_time: 0.1997282505, other_time: 3.5167007446
epoch time: 15.9387979507s, input_fired_time: 0.2637851536, output_fired_time: 0.0000000000, propagate_forward_time: 15.0273151398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6476974487
validation[          , genome  5795] predictions:    9772/  10000 (97.72%), best:    9769/10000 (97.69%), error:       807.38965, best error:       794.43610 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 201.1026611328s, input_fired_time: 2.1123378277, output_fired_time: 2.1548049450, propagate_forward_time: 74.9490356445, propagate_backward_time: 118.3093795776, weight_update_time: 0.2020518184, other_time: 3.5771102905
epoch time: 15.3389329910s, input_fired_time: 0.2604064643, output_fired_time: 0.0000000000, propagate_forward_time: 14.4290676117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6494588852
validation[          , genome  5795] predictions:    9756/  10000 (97.56%), best:    9769/10000 (97.69%), error:       849.14362, best error:       794.43610 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 196.8784179688s, input_fired_time: 2.0903584957, output_fired_time: 2.1359837055, propagate_forward_time: 72.6516036987, propagate_backward_time: 116.3119506836, weight_update_time: 0.2019362003, other_time: 3.6885147095
epoch time: 16.2782649994s, input_fired_time: 0.2702159584, output_fired_time: 0.0000000000, propagate_forward_time: 15.3628940582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6451549530
validation[          , genome  5795] predictions:    9742/  10000 (97.42%), best:    9769/10000 (97.69%), error:       916.52423, best error:       794.43610 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 200.6375122070s, input_fired_time: 2.1019721031, output_fired_time: 2.1477565765, propagate_forward_time: 74.6292724609, propagate_backward_time: 118.1803283691, weight_update_time: 0.2034327686, other_time: 3.5781860352
epoch time: 15.9017801285s, input_fired_time: 0.2601609528, output_fired_time: 0.0000000000, propagate_forward_time: 15.0215597153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6200590134
validation[          , genome  5795] predictions:    9739/  10000 (97.39%), best:    9769/10000 (97.69%), error:       880.12946, best error:       794.43610 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 200.2781219482s, input_fired_time: 2.0850427151, output_fired_time: 2.1327095032, propagate_forward_time: 74.8346328735, propagate_backward_time: 117.7170028687, weight_update_time: 0.2032417804, other_time: 3.5087432861
epoch time: 15.8592777252s, input_fired_time: 0.2636699975, output_fired_time: 0.0000000000, propagate_forward_time: 14.9572172165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6383905411
validation[          , genome  5795] predictions:    9748/  10000 (97.48%), best:    9769/10000 (97.69%), error:       877.13873, best error:       794.43610 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 197.2552185059s, input_fired_time: 2.0831439495, output_fired_time: 2.1242091656, propagate_forward_time: 73.1288452148, propagate_backward_time: 116.3325576782, weight_update_time: 0.2030038685, other_time: 3.5864639282
epoch time: 16.0452880859s, input_fired_time: 0.2605087459, output_fired_time: 0.0000000000, propagate_forward_time: 15.1631479263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6216316223
validation[          , genome  5795] predictions:    9697/  10000 (96.97%), best:    9769/10000 (97.69%), error:      1038.00757, best error:       794.43610 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 199.0296783447s, input_fired_time: 2.0874159336, output_fired_time: 2.1451399326, propagate_forward_time: 73.6812973022, propagate_backward_time: 117.5135269165, weight_update_time: 0.2022481412, other_time: 3.6022949219
epoch time: 16.2193832397s, input_fired_time: 0.2678843141, output_fired_time: 0.0000000000, propagate_forward_time: 15.2981586456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6533403397
validation[          , genome  5795] predictions:    9764/  10000 (97.64%), best:    9769/10000 (97.69%), error:       853.40717, best error:       794.43610 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 200.4260864258s, input_fired_time: 2.1079351902, output_fired_time: 2.1441524029, propagate_forward_time: 74.5394897461, propagate_backward_time: 118.0366744995, weight_update_time: 0.2040941417, other_time: 3.5978317261
epoch time: 16.2404785156s, input_fired_time: 0.2712603509, output_fired_time: 0.0000000000, propagate_forward_time: 15.3192195892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6499986649
validation[          , genome  5795] predictions:    9751/  10000 (97.51%), best:    9769/10000 (97.69%), error:       842.14154, best error:       794.43610 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 198.5939788818s, input_fired_time: 2.0976927280, output_fired_time: 2.1400671005, propagate_forward_time: 73.6040802002, propagate_backward_time: 117.1490097046, weight_update_time: 0.2029341906, other_time: 3.6031417847
epoch time: 15.0685482025s, input_fired_time: 0.2571786046, output_fired_time: 0.0000000000, propagate_forward_time: 14.1439943314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6673755646
validation[          , genome  5795] predictions:    9753/  10000 (97.53%), best:    9769/10000 (97.69%), error:       838.22882, best error:       794.43610 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 199.6978912354s, input_fired_time: 2.1109116077, output_fired_time: 2.1457765102, propagate_forward_time: 74.3164291382, propagate_backward_time: 117.5442962646, weight_update_time: 0.2035560012, other_time: 3.5804672241
epoch time: 16.0652179718s, input_fired_time: 0.2666467428, output_fired_time: 0.0000000000, propagate_forward_time: 15.1645555496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6340160370
validation[          , genome  5795] predictions:    9734/  10000 (97.34%), best:    9769/10000 (97.69%), error:       958.25995, best error:       794.43610 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 200.9109344482s, input_fired_time: 2.0968067646, output_fired_time: 2.1503968239, propagate_forward_time: 74.8433532715, propagate_backward_time: 118.2931213379, weight_update_time: 0.2027325034, other_time: 3.5272674561
epoch time: 15.9082422256s, input_fired_time: 0.2613089681, output_fired_time: 0.0000000000, propagate_forward_time: 15.0088233948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6381101608
validation[          , genome  5795] predictions:    9730/  10000 (97.30%), best:    9769/10000 (97.69%), error:       911.80713, best error:       794.43610 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 199.1349639893s, input_fired_time: 2.1088225842, output_fired_time: 2.1342732906, propagate_forward_time: 73.9512023926, propagate_backward_time: 117.3310317993, weight_update_time: 0.2020586282, other_time: 3.6096267700
epoch time: 15.9116716385s, input_fired_time: 0.2656677663, output_fired_time: 0.0000000000, propagate_forward_time: 15.0026197433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6433839798
validation[          , genome  5795] predictions:    9743/  10000 (97.43%), best:    9769/10000 (97.69%), error:       912.31982, best error:       794.43610 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 199.6024475098s, input_fired_time: 2.0959832668, output_fired_time: 2.1312694550, propagate_forward_time: 74.3373413086, propagate_backward_time: 117.4757461548, weight_update_time: 0.2020308375, other_time: 3.5621109009
epoch time: 15.7975673676s, input_fired_time: 0.2633388340, output_fired_time: 0.0000000000, propagate_forward_time: 14.9092788696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6249494553
validation[          , genome  5795] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       815.80188, best error:       794.43610 on epoch:    50, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 200.6516876221s, input_fired_time: 2.1085774899, output_fired_time: 2.1453557014, propagate_forward_time: 74.9063491821, propagate_backward_time: 117.9448242188, weight_update_time: 0.2027788758, other_time: 3.5465774536
epoch time: 15.6886281967s, input_fired_time: 0.2651724517, output_fired_time: 0.0000000000, propagate_forward_time: 14.7726964951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6507596970
validation[          , genome  5795] predictions:    9742/  10000 (97.42%), best:    9769/10000 (97.69%), error:       908.18567, best error:       794.43610 on epoch:    50, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 201.9296569824s, input_fired_time: 2.0979275703, output_fired_time: 2.1524548531, propagate_forward_time: 75.5013809204, propagate_backward_time: 118.6902313232, weight_update_time: 0.2023481876, other_time: 3.4876632690
epoch time: 15.5003738403s, input_fired_time: 0.2648385763, output_fired_time: 0.0000000000, propagate_forward_time: 14.5786409378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6568946838
validation[          , genome  5795] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       796.61072, best error:       794.43610 on epoch:    50, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 197.9675750732s, input_fired_time: 2.0849113464, output_fired_time: 2.1269888878, propagate_forward_time: 73.5746765137, propagate_backward_time: 116.6103134155, weight_update_time: 0.2033116519, other_time: 3.5706863403
epoch time: 16.5843925476s, input_fired_time: 0.2785088420, output_fired_time: 0.0000000000, propagate_forward_time: 15.6409273148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6649560928
validation[          , genome  5795] predictions:    9758/  10000 (97.58%), best:    9769/10000 (97.69%), error:       805.39655, best error:       794.43610 on epoch:    50, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 199.0237731934s, input_fired_time: 2.0951559544, output_fired_time: 2.1314663887, propagate_forward_time: 73.9409713745, propagate_backward_time: 117.2698669434, weight_update_time: 0.2033193707, other_time: 3.5863113403
epoch time: 15.7049140930s, input_fired_time: 0.2650898397, output_fired_time: 0.0000000000, propagate_forward_time: 14.7998371124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6399869919
validation[          , genome  5795] predictions:    9775/  10000 (97.75%), best:    9769/10000 (97.69%), error:       820.70172, best error:       794.43610 on epoch:    50, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 194.4954833984s, input_fired_time: 2.0940883160, output_fired_time: 2.1267843246, propagate_forward_time: 71.2048187256, propagate_backward_time: 115.2633666992, weight_update_time: 0.2021914423, other_time: 3.8064270020
epoch time: 13.7479410172s, input_fired_time: 0.2534333766, output_fired_time: 0.0000000000, propagate_forward_time: 12.7999629974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6945447922
validation[          , genome  5795] predictions:    9767/  10000 (97.67%), best:    9769/10000 (97.69%), error:       813.55450, best error:       794.43610 on epoch:    50, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 200.3750152588s, input_fired_time: 2.1191539764, output_fired_time: 2.1577961445, propagate_forward_time: 74.3224945068, propagate_backward_time: 118.1360931396, weight_update_time: 0.2050569355, other_time: 3.6394805908
epoch time: 16.2122726440s, input_fired_time: 0.2665711641, output_fired_time: 0.0000000000, propagate_forward_time: 15.2993488312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6463527679
validation[          , genome  5795] predictions:    9712/  10000 (97.12%), best:    9769/10000 (97.69%), error:      1019.36047, best error:       794.43610 on epoch:    50, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 201.5662841797s, input_fired_time: 2.1151742935, output_fired_time: 2.1557207108, propagate_forward_time: 75.2085800171, propagate_backward_time: 118.5505447388, weight_update_time: 0.2049498856, other_time: 3.5362701416
epoch time: 16.2523345947s, input_fired_time: 0.2699793875, output_fired_time: 0.0000000000, propagate_forward_time: 15.3378686905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6444864273
validation[          , genome  5795] predictions:    9772/  10000 (97.72%), best:    9769/10000 (97.69%), error:       812.18738, best error:       794.43610 on epoch:    50, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 198.6151275635s, input_fired_time: 2.0999400616, output_fired_time: 2.1367692947, propagate_forward_time: 73.7208404541, propagate_backward_time: 117.0772552490, weight_update_time: 0.2010476291, other_time: 3.5803222656
epoch time: 15.5887317657s, input_fired_time: 0.2676923573, output_fired_time: 0.0000000000, propagate_forward_time: 14.6625919342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6584472656
validation[          , genome  5795] predictions:    9747/  10000 (97.47%), best:    9769/10000 (97.69%), error:       883.18781, best error:       794.43610 on epoch:    50, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 200.0101165771s, input_fired_time: 2.0988144875, output_fired_time: 2.1378703117, propagate_forward_time: 74.3354034424, propagate_backward_time: 117.8597030640, weight_update_time: 0.2013868541, other_time: 3.5783309937
epoch time: 16.1629199982s, input_fired_time: 0.2703502476, output_fired_time: 0.0000000000, propagate_forward_time: 15.2348489761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6577205658
validation[          , genome  5795] predictions:    9754/  10000 (97.54%), best:    9769/10000 (97.69%), error:       855.18506, best error:       794.43610 on epoch:    50, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 201.9377288818s, input_fired_time: 2.1194980145, output_fired_time: 2.1588239670, propagate_forward_time: 75.4293518066, propagate_backward_time: 118.7019271851, weight_update_time: 0.2022197396, other_time: 3.5281295776
epoch time: 16.1900863647s, input_fired_time: 0.2654397190, output_fired_time: 0.0000000000, propagate_forward_time: 15.2936906815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6309556961
validation[          , genome  5795] predictions:    9727/  10000 (97.27%), best:    9769/10000 (97.69%), error:       937.25592, best error:       794.43610 on epoch:    50, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 200.0999755859s, input_fired_time: 2.0912063122, output_fired_time: 2.1420054436, propagate_forward_time: 74.5547103882, propagate_backward_time: 117.7929916382, weight_update_time: 0.2014435530, other_time: 3.5190734863
epoch time: 15.2889976501s, input_fired_time: 0.2683659494, output_fired_time: 0.0000000000, propagate_forward_time: 14.3310804367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6895513535
validation[          , genome  5795] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       788.48517, best error:       788.48517 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 199.8947906494s, input_fired_time: 2.1272871494, output_fired_time: 2.1486287117, propagate_forward_time: 74.4475326538, propagate_backward_time: 117.5884475708, weight_update_time: 0.2046516538, other_time: 3.5828857422
epoch time: 16.0249557495s, input_fired_time: 0.2611384094, output_fired_time: 0.0000000000, propagate_forward_time: 15.1416358948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6221818924
validation[          , genome  5795] predictions:    9742/  10000 (97.42%), best:    9781/10000 (97.81%), error:       877.09076, best error:       788.48517 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 199.9485015869s, input_fired_time: 2.1039931774, output_fired_time: 2.1384301186, propagate_forward_time: 74.2452163696, propagate_backward_time: 117.8677520752, weight_update_time: 0.2044772506, other_time: 3.5931167603
epoch time: 16.1769046783s, input_fired_time: 0.2705105543, output_fired_time: 0.0000000000, propagate_forward_time: 15.2662801743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6401138306
validation[          , genome  5795] predictions:    9763/  10000 (97.63%), best:    9781/10000 (97.81%), error:       830.31226, best error:       788.48517 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 199.7378997803s, input_fired_time: 2.1031763554, output_fired_time: 2.1297254562, propagate_forward_time: 74.4441986084, propagate_backward_time: 117.5167846680, weight_update_time: 0.2015573382, other_time: 3.5440063477
epoch time: 16.1820430756s, input_fired_time: 0.2750202715, output_fired_time: 0.0000000000, propagate_forward_time: 15.2691345215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6378879547
validation[          , genome  5795] predictions:    9747/  10000 (97.47%), best:    9781/10000 (97.81%), error:       877.44086, best error:       788.48517 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 200.1016387939s, input_fired_time: 2.1002511978, output_fired_time: 2.1440997124, propagate_forward_time: 74.4455490112, propagate_backward_time: 117.8672103882, weight_update_time: 0.2025856823, other_time: 3.5445251465
epoch time: 15.9406757355s, input_fired_time: 0.2709554732, output_fired_time: 0.0000000000, propagate_forward_time: 15.0119752884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6577453613
validation[          , genome  5795] predictions:    9762/  10000 (97.62%), best:    9781/10000 (97.81%), error:       912.32965, best error:       788.48517 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 199.0926361084s, input_fired_time: 2.1070182323, output_fired_time: 2.1433310509, propagate_forward_time: 73.8986358643, propagate_backward_time: 117.3514251709, weight_update_time: 0.2036335915, other_time: 3.5922241211
epoch time: 14.9366912842s, input_fired_time: 0.2650563717, output_fired_time: 0.0000000000, propagate_forward_time: 13.9862565994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6853780746
validation[          , genome  5795] predictions:    9770/  10000 (97.70%), best:    9781/10000 (97.81%), error:       850.96552, best error:       788.48517 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 199.6692962646s, input_fired_time: 2.1099812984, output_fired_time: 2.1355919838, propagate_forward_time: 74.5070343018, propagate_backward_time: 117.3902206421, weight_update_time: 0.2014163136, other_time: 3.5264663696
epoch time: 15.5000619888s, input_fired_time: 0.2672849000, output_fired_time: 0.0000000000, propagate_forward_time: 14.5729846954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6597919464
validation[          , genome  5795] predictions:    9754/  10000 (97.54%), best:    9781/10000 (97.81%), error:       856.78162, best error:       788.48517 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 199.0646972656s, input_fired_time: 2.1044039726, output_fired_time: 2.1364986897, propagate_forward_time: 73.9623718262, propagate_backward_time: 117.3076477051, weight_update_time: 0.2027601600, other_time: 3.5537719727
epoch time: 16.0364608765s, input_fired_time: 0.2690108716, output_fired_time: 0.0000000000, propagate_forward_time: 15.1145219803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6529283524
validation[          , genome  5795] predictions:    9780/  10000 (97.80%), best:    9781/10000 (97.81%), error:       799.43280, best error:       788.48517 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 198.5676574707s, input_fired_time: 2.1194891930, output_fired_time: 2.1251251698, propagate_forward_time: 73.9649658203, propagate_backward_time: 116.7770309448, weight_update_time: 0.2023303062, other_time: 3.5810470581
epoch time: 15.8054494858s, input_fired_time: 0.2688184381, output_fired_time: 0.0000000000, propagate_forward_time: 14.8855829239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6510477066
validation[          , genome  5795] predictions:    9743/  10000 (97.43%), best:    9781/10000 (97.81%), error:       889.70569, best error:       788.48517 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 200.3319549561s, input_fired_time: 2.1258537769, output_fired_time: 2.1465804577, propagate_forward_time: 74.5735931396, propagate_backward_time: 117.9025115967, weight_update_time: 0.2065330893, other_time: 3.5834197998
epoch time: 15.5072336197s, input_fired_time: 0.2644724250, output_fired_time: 0.0000000000, propagate_forward_time: 14.5925664902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6501951218
validation[          , genome  5795] predictions:    9772/  10000 (97.72%), best:    9781/10000 (97.81%), error:       804.52429, best error:       788.48517 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 199.0209045410s, input_fired_time: 2.1121320724, output_fired_time: 2.1440339088, propagate_forward_time: 73.7447662354, propagate_backward_time: 117.4029388428, weight_update_time: 0.2097609192, other_time: 3.6170349121
epoch time: 16.1721363068s, input_fired_time: 0.2670800090, output_fired_time: 0.0000000000, propagate_forward_time: 15.2748136520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6302423477
validation[          , genome  5795] predictions:    9720/  10000 (97.20%), best:    9781/10000 (97.81%), error:       980.56586, best error:       788.48517 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 200.8152618408s, input_fired_time: 2.1200864315, output_fired_time: 2.1397492886, propagate_forward_time: 74.9693298340, propagate_backward_time: 118.0460433960, weight_update_time: 0.2025231570, other_time: 3.5400466919
epoch time: 15.9382839203s, input_fired_time: 0.2658579648, output_fired_time: 0.0000000000, propagate_forward_time: 15.0368127823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6356134415
validation[          , genome  5795] predictions:    9680/  10000 (96.80%), best:    9781/10000 (97.81%), error:      1120.71289, best error:       788.48517 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 199.9843597412s, input_fired_time: 2.1121373177, output_fired_time: 2.1431698799, propagate_forward_time: 74.3816299438, propagate_backward_time: 117.7952804565, weight_update_time: 0.2027181536, other_time: 3.5521392822
epoch time: 15.2670574188s, input_fired_time: 0.2635611594, output_fired_time: 0.0000000000, propagate_forward_time: 14.3513221741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6521739960
validation[          , genome  5795] predictions:    9757/  10000 (97.57%), best:    9781/10000 (97.81%), error:       836.23743, best error:       788.48517 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 201.2726287842s, input_fired_time: 2.1125853062, output_fired_time: 2.1458046436, propagate_forward_time: 75.1008682251, propagate_backward_time: 118.4021072388, weight_update_time: 0.2020389140, other_time: 3.5112762451
epoch time: 16.0809440613s, input_fired_time: 0.2660022080, output_fired_time: 0.0000000000, propagate_forward_time: 15.1882877350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6266536713
validation[          , genome  5795] predictions:    9737/  10000 (97.37%), best:    9781/10000 (97.81%), error:       928.35199, best error:       788.48517 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 200.4907379150s, input_fired_time: 2.1078987122, output_fired_time: 2.1356253624, propagate_forward_time: 74.7702713013, propagate_backward_time: 117.9560241699, weight_update_time: 0.2038920969, other_time: 3.5209274292
epoch time: 16.1188201904s, input_fired_time: 0.2662096024, output_fired_time: 0.0000000000, propagate_forward_time: 15.2296304703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6229801178
validation[          , genome  5795] predictions:    9778/  10000 (97.78%), best:    9781/10000 (97.81%), error:       793.54761, best error:       788.48517 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 199.9843597412s, input_fired_time: 2.1376399994, output_fired_time: 2.1524107456, propagate_forward_time: 74.1376190186, propagate_backward_time: 117.9184951782, weight_update_time: 0.2042513639, other_time: 3.6382064819
epoch time: 15.7928295135s, input_fired_time: 0.2679133117, output_fired_time: 0.0000000000, propagate_forward_time: 14.8529472351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6719694138
validation[          , genome  5795] predictions:    9718/  10000 (97.18%), best:    9781/10000 (97.81%), error:       982.56006, best error:       788.48517 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 198.9136199951s, input_fired_time: 2.1153194904, output_fired_time: 2.1378991604, propagate_forward_time: 74.1028900146, propagate_backward_time: 117.0127563477, weight_update_time: 0.2011180669, other_time: 3.5447540283
epoch time: 16.1377506256s, input_fired_time: 0.2683971524, output_fired_time: 0.0000000000, propagate_forward_time: 15.2242937088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6450595856
validation[          , genome  5795] predictions:    9751/  10000 (97.51%), best:    9781/10000 (97.81%), error:       838.66846, best error:       788.48517 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 200.0589294434s, input_fired_time: 2.1025810242, output_fired_time: 2.1390318871, propagate_forward_time: 74.4979934692, propagate_backward_time: 117.8095245361, weight_update_time: 0.1993284076, other_time: 3.5097885132
epoch time: 16.1958656311s, input_fired_time: 0.2722748518, output_fired_time: 0.0000000000, propagate_forward_time: 15.2792959213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6442947388
validation[          , genome  5795] predictions:    9745/  10000 (97.45%), best:    9781/10000 (97.81%), error:       900.81049, best error:       788.48517 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 198.9030151367s, input_fired_time: 2.1189246178, output_fired_time: 2.1386346817, propagate_forward_time: 73.7033691406, propagate_backward_time: 117.3151092529, weight_update_time: 0.2025206089, other_time: 3.6269683838
epoch time: 15.9226732254s, input_fired_time: 0.2705658674, output_fired_time: 0.0000000000, propagate_forward_time: 15.0029878616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6491193771
validation[          , genome  5795] predictions:    9777/  10000 (97.77%), best:    9781/10000 (97.81%), error:       794.19006, best error:       788.48517 on epoch:    79, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 200.7000427246s, input_fired_time: 2.1189916134, output_fired_time: 2.1504464149, propagate_forward_time: 74.5530624390, propagate_backward_time: 118.2475967407, weight_update_time: 0.2044406086, other_time: 3.6299438477
epoch time: 16.0366191864s, input_fired_time: 0.2698294818, output_fired_time: 0.0000000000, propagate_forward_time: 15.1219110489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6448783875
validation[          , genome  5795] predictions:    9757/  10000 (97.57%), best:    9781/10000 (97.81%), error:       826.15192, best error:       788.48517 on epoch:    79, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 197.6886749268s, input_fired_time: 2.0824134350, output_fired_time: 2.1230442524, propagate_forward_time: 73.0905990601, propagate_backward_time: 116.8067550659, weight_update_time: 0.2023322284, other_time: 3.5858612061
epoch time: 15.5692281723s, input_fired_time: 0.2684097290, output_fired_time: 0.0000000000, propagate_forward_time: 14.6402549744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6605634689
validation[          , genome  5795] predictions:    9746/  10000 (97.46%), best:    9781/10000 (97.81%), error:       900.59760, best error:       788.48517 on epoch:    79, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 198.4880065918s, input_fired_time: 2.1192100048, output_fired_time: 2.1430125237, propagate_forward_time: 73.6270141602, propagate_backward_time: 116.9751892090, weight_update_time: 0.2036189288, other_time: 3.6235809326
epoch time: 16.7798976898s, input_fired_time: 0.2889588475, output_fired_time: 0.0000000000, propagate_forward_time: 15.8136148453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6773233414
validation[          , genome  5795] predictions:    9771/  10000 (97.71%), best:    9781/10000 (97.81%), error:       827.10754, best error:       788.48517 on epoch:    79, 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: 79.9694595337s, input_fired_time: 1.3199548721, output_fired_time: 0.0000000000, propagate_forward_time: 75.4445648193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2049407959
best training[          , genome  5795] predictions:   49519/  50000 (99.04%), best:    9781/10000 (97.81%), error:      1935.07532, best error:       788.48517 on epoch:    79, 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: 15.6234378815s, input_fired_time: 0.2587268949, output_fired_time: 0.0000000000, propagate_forward_time: 14.7357645035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6289463043
   testing[          , genome  5795] predictions:    9767/  10000 (97.67%), best:    9781/10000 (97.81%), error:       779.56903, best error:       788.48517 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:21:43 (1872): called boinc_finish(0)

</stderr_txt>
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