Nameexact_genome_1512568488_45_5041_0
Workunit2596408
Created7 Dec 2017, 12:58:47 UTC
Sent7 Dec 2017, 13:00:50 UTC
Report deadline12 Dec 2017, 1:58:53 UTC
Received7 Dec 2017, 21:09:38 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time2 hours 39 min 14 sec
CPU time2 hours 33 min 19 sec
Validate stateValid
Credit1,135.08
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.59 MB
Peak swap size156.88 MB
Peak disk usage1.70 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
0957787335, output_fired_time: 0.0000000000, propagate_forward_time: 6.1852865219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4784941673
validation[          , genome  5041] predictions:    9583/  10000 (95.83%), best:    9619/10000 (96.19%), error:      1344.33936, best error:      1267.72034 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 87.5801162720s, input_fired_time: 0.7866637111, output_fired_time: 1.7030938864, propagate_forward_time: 32.4181900024, propagate_backward_time: 49.8993339539, weight_update_time: 0.1374910176, other_time: 2.7728309631
epoch time: 8.1281471252s, input_fired_time: 0.1018273383, output_fired_time: 0.0000000000, propagate_forward_time: 7.5234446526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028748512
validation[          , genome  5041] predictions:    9633/  10000 (96.33%), best:    9633/10000 (96.33%), error:      1186.62634, best error:      1186.62634 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 87.9532089233s, input_fired_time: 0.7836629748, output_fired_time: 0.6968579888, propagate_forward_time: 33.6297454834, propagate_backward_time: 49.0365219116, weight_update_time: 0.1387786865, other_time: 3.8064193726
epoch time: 8.1119422913s, input_fired_time: 0.1012223512, output_fired_time: 0.0000000000, propagate_forward_time: 7.5130586624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976615906
validation[          , genome  5041] predictions:    9527/  10000 (95.27%), best:    9633/10000 (96.33%), error:      1458.29382, best error:      1186.62634 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 87.5838394165s, input_fired_time: 0.7817069292, output_fired_time: 0.6910005212, propagate_forward_time: 31.4559440613, propagate_backward_time: 51.8864631653, weight_update_time: 0.1390005648, other_time: 2.7687225342
epoch time: 6.8262887001s, input_fired_time: 0.0964726880, output_fired_time: 0.0000000000, propagate_forward_time: 6.2566394806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731764793
validation[          , genome  5041] predictions:    9617/  10000 (96.17%), best:    9633/10000 (96.33%), error:      1282.30835, best error:      1186.62634 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 92.7598037720s, input_fired_time: 0.7935886383, output_fired_time: 0.7244124413, propagate_forward_time: 34.0533752441, propagate_backward_time: 54.2929840088, weight_update_time: 0.1432803124, other_time: 2.8954467773
epoch time: 6.8492312431s, input_fired_time: 0.0977838337, output_fired_time: 0.0000000000, propagate_forward_time: 6.2672743797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4841728210
validation[          , genome  5041] predictions:    9609/  10000 (96.09%), best:    9633/10000 (96.33%), error:      1228.22607, best error:      1186.62634 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 88.9546356201s, input_fired_time: 0.7914127111, output_fired_time: 0.6955519915, propagate_forward_time: 34.5845870972, propagate_backward_time: 50.0868034363, weight_update_time: 0.1388794035, other_time: 2.7962837219
epoch time: 6.7279772758s, input_fired_time: 0.0980707780, output_fired_time: 0.0000000000, propagate_forward_time: 6.1460042000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4839024544
validation[          , genome  5041] predictions:    9618/  10000 (96.18%), best:    9633/10000 (96.33%), error:      1220.62122, best error:      1186.62634 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 97.4972686768s, input_fired_time: 0.8237960339, output_fired_time: 0.7403491735, propagate_forward_time: 37.0280151367, propagate_backward_time: 55.8278274536, weight_update_time: 0.1636904329, other_time: 3.0772781372
epoch time: 6.8377962112s, input_fired_time: 0.0984030515, output_fired_time: 0.0000000000, propagate_forward_time: 6.2532324791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4861607552
validation[          , genome  5041] predictions:    9554/  10000 (95.54%), best:    9633/10000 (96.33%), error:      1460.87878, best error:      1186.62634 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 88.8462905884s, input_fired_time: 0.7840774059, output_fired_time: 0.6929658651, propagate_forward_time: 33.5459632874, propagate_backward_time: 50.0457267761, weight_update_time: 0.1383794546, other_time: 3.7775573730
epoch time: 6.8308172226s, input_fired_time: 0.0974847525, output_fired_time: 0.0000000000, propagate_forward_time: 6.2521715164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811611176
validation[          , genome  5041] predictions:    9662/  10000 (96.62%), best:    9662/10000 (96.62%), error:      1069.22620, best error:      1069.22620 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 90.3273010254s, input_fired_time: 0.7980328202, output_fired_time: 0.7076016665, propagate_forward_time: 35.0097923279, propagate_backward_time: 50.9928588867, weight_update_time: 0.1390559077, other_time: 2.8190116882
epoch time: 11.0935430527s, input_fired_time: 0.1661989838, output_fired_time: 0.0000000000, propagate_forward_time: 10.2166328430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7107114792
validation[          , genome  5041] predictions:    9643/  10000 (96.43%), best:    9662/10000 (96.62%), error:      1168.21887, best error:      1069.22620 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 89.8218154907s, input_fired_time: 1.8061469793, output_fired_time: 0.6960328221, propagate_forward_time: 33.8440628052, propagate_backward_time: 50.5949859619, weight_update_time: 0.1406348199, other_time: 2.8805923462
epoch time: 6.7782044411s, input_fired_time: 0.0982999727, output_fired_time: 0.0000000000, propagate_forward_time: 6.1968183517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4830861092
validation[          , genome  5041] predictions:    9631/  10000 (96.31%), best:    9662/10000 (96.62%), error:      1231.48596, best error:      1069.22620 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 96.3909530640s, input_fired_time: 0.8861985803, output_fired_time: 0.7687513828, propagate_forward_time: 35.3981628418, propagate_backward_time: 56.2578697205, weight_update_time: 0.1477863789, other_time: 3.0799674988
epoch time: 6.7616410255s, input_fired_time: 0.0977066010, output_fired_time: 0.0000000000, propagate_forward_time: 6.1825628281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4813714027
validation[          , genome  5041] predictions:    9652/  10000 (96.52%), best:    9662/10000 (96.62%), error:      1136.24121, best error:      1069.22620 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 97.0964889526s, input_fired_time: 0.8513070345, output_fired_time: 0.8200467825, propagate_forward_time: 36.4929962158, propagate_backward_time: 55.9120826721, weight_update_time: 0.1587186307, other_time: 3.0200538635
epoch time: 7.9984540939s, input_fired_time: 0.1021093354, output_fired_time: 0.0000000000, propagate_forward_time: 7.4024085999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4939360619
validation[          , genome  5041] predictions:    9624/  10000 (96.24%), best:    9662/10000 (96.62%), error:      1222.67383, best error:      1069.22620 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 87.2047195435s, input_fired_time: 0.7848574519, output_fired_time: 0.6906124353, propagate_forward_time: 31.3109893799, propagate_backward_time: 51.6545143127, weight_update_time: 0.1376812160, other_time: 2.7637443542
epoch time: 6.6705870628s, input_fired_time: 0.0968377218, output_fired_time: 0.0000000000, propagate_forward_time: 6.0852189064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4885306358
validation[          , genome  5041] predictions:    9665/  10000 (96.65%), best:    9662/10000 (96.62%), error:      1102.70642, best error:      1069.22620 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 88.5015716553s, input_fired_time: 0.7821077704, output_fired_time: 0.6917354465, propagate_forward_time: 33.4573364258, propagate_backward_time: 50.8018913269, weight_update_time: 0.1405186355, other_time: 2.7685050964
epoch time: 6.7861413956s, input_fired_time: 0.0976846442, output_fired_time: 0.0000000000, propagate_forward_time: 6.2102971077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4781594276
validation[          , genome  5041] predictions:    9665/  10000 (96.65%), best:    9662/10000 (96.62%), error:      1113.48853, best error:      1069.22620 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 88.2551727295s, input_fired_time: 0.7870529294, output_fired_time: 0.7014265060, propagate_forward_time: 31.3709049225, propagate_backward_time: 52.6079597473, weight_update_time: 0.1391150206, other_time: 2.7878303528
epoch time: 6.9030742645s, input_fired_time: 0.0987588093, output_fired_time: 0.0000000000, propagate_forward_time: 6.3213982582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829173088
validation[          , genome  5041] predictions:    9634/  10000 (96.34%), best:    9662/10000 (96.62%), error:      1176.72449, best error:      1069.22620 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 87.8044357300s, input_fired_time: 0.7924672961, output_fired_time: 0.6971939802, propagate_forward_time: 35.6042442322, propagate_backward_time: 47.9135589600, weight_update_time: 0.1393872648, other_time: 2.7969703674
epoch time: 9.7284297943s, input_fired_time: 0.1327423155, output_fired_time: 0.0000000000, propagate_forward_time: 8.9620161057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6336717606
validation[          , genome  5041] predictions:    9630/  10000 (96.30%), best:    9662/10000 (96.62%), error:      1227.03308, best error:      1069.22620 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 102.3261947632s, input_fired_time: 0.9323902130, output_fired_time: 0.7755996585, propagate_forward_time: 38.1667060852, propagate_backward_time: 59.1162261963, weight_update_time: 0.1477989703, other_time: 3.3352775574
epoch time: 11.2718715668s, input_fired_time: 0.1383496374, output_fired_time: 0.0000000000, propagate_forward_time: 10.4336242676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6998977661
validation[          , genome  5041] predictions:    9634/  10000 (96.34%), best:    9662/10000 (96.62%), error:      1212.03162, best error:      1069.22620 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 96.3570404053s, input_fired_time: 0.8812320232, output_fired_time: 0.7817829847, propagate_forward_time: 36.8775749207, propagate_backward_time: 54.8145446777, weight_update_time: 0.1578073204, other_time: 3.0019035339
epoch time: 8.1151294708s, input_fired_time: 0.1031116247, output_fired_time: 0.0000000000, propagate_forward_time: 7.5044970512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5075211525
validation[          , genome  5041] predictions:    9650/  10000 (96.50%), best:    9662/10000 (96.62%), error:      1174.91919, best error:      1069.22620 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 87.6220092773s, input_fired_time: 0.7862022519, output_fired_time: 0.6934880614, propagate_forward_time: 32.4810218811, propagate_backward_time: 50.8960037231, weight_update_time: 0.1383663267, other_time: 2.7652931213
epoch time: 7.9997272491s, input_fired_time: 0.1010029390, output_fired_time: 0.0000000000, propagate_forward_time: 7.4012169838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975070953
validation[          , genome  5041] predictions:    9616/  10000 (96.16%), best:    9662/10000 (96.62%), error:      1301.65259, best error:      1069.22620 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 87.6776351929s, input_fired_time: 0.7881426215, output_fired_time: 0.6917699575, propagate_forward_time: 32.5063285828, propagate_backward_time: 49.9187545776, weight_update_time: 0.1380853057, other_time: 3.7726402283
epoch time: 6.7749595642s, input_fired_time: 0.0997713730, output_fired_time: 0.0000000000, propagate_forward_time: 6.1891069412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4860811234
validation[          , genome  5041] predictions:    9658/  10000 (96.58%), best:    9662/10000 (96.62%), error:      1097.73169, best error:      1069.22620 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 88.7370986938s, input_fired_time: 0.7891639471, output_fired_time: 0.6925459504, propagate_forward_time: 33.4567718506, propagate_backward_time: 51.0209999084, weight_update_time: 0.1388305277, other_time: 2.7776222229
epoch time: 6.7466793060s, input_fired_time: 0.0992328748, output_fired_time: 0.0000000000, propagate_forward_time: 6.1660580635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4813885689
validation[          , genome  5041] predictions:    9663/  10000 (96.63%), best:    9662/10000 (96.62%), error:      1125.16162, best error:      1069.22620 on epoch:    21, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 93.4896850586s, input_fired_time: 0.8015747070, output_fired_time: 0.7313232422, propagate_forward_time: 35.3524589539, propagate_backward_time: 53.7394409180, weight_update_time: 0.1396330148, other_time: 2.8648872375
epoch time: 13.8309335709s, input_fired_time: 0.1434653103, output_fired_time: 0.0000000000, propagate_forward_time: 12.8170881271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8703804016
validation[          , genome  5041] predictions:    9652/  10000 (96.52%), best:    9662/10000 (96.62%), error:      1128.35608, best error:      1069.22620 on epoch:    21, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 88.1479797363s, input_fired_time: 0.8017529845, output_fired_time: 0.6971895695, propagate_forward_time: 31.6598072052, propagate_backward_time: 52.2416648865, weight_update_time: 0.1381962299, other_time: 2.7475700378
epoch time: 6.8066387177s, input_fired_time: 0.0986170694, output_fired_time: 0.0000000000, propagate_forward_time: 6.2255377769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4824838638
validation[          , genome  5041] predictions:    9652/  10000 (96.52%), best:    9662/10000 (96.62%), error:      1106.23706, best error:      1069.22620 on epoch:    21, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 88.7736053467s, input_fired_time: 0.7906527519, output_fired_time: 0.7062832117, propagate_forward_time: 33.6363410950, propagate_backward_time: 50.8414840698, weight_update_time: 0.1393905878, other_time: 2.7988471985
epoch time: 6.7341694832s, input_fired_time: 0.0991610289, output_fired_time: 0.0000000000, propagate_forward_time: 6.1446900368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4903182983
validation[          , genome  5041] predictions:    9654/  10000 (96.54%), best:    9662/10000 (96.62%), error:      1169.58423, best error:      1069.22620 on epoch:    21, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 98.4122772217s, input_fired_time: 0.8372316360, output_fired_time: 0.7559951544, propagate_forward_time: 37.2510337830, propagate_backward_time: 56.4534111023, weight_update_time: 0.1545486450, other_time: 3.1146011353
epoch time: 6.8245124817s, input_fired_time: 0.1001134738, output_fired_time: 0.0000000000, propagate_forward_time: 6.2336945534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4907045364
validation[          , genome  5041] predictions:    9675/  10000 (96.75%), best:    9662/10000 (96.62%), error:      1097.52222, best error:      1069.22620 on epoch:    21, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 88.9687118530s, input_fired_time: 1.8072199821, output_fired_time: 0.7016087174, propagate_forward_time: 32.7097740173, propagate_backward_time: 50.0452079773, weight_update_time: 0.1393851936, other_time: 3.7049026489
epoch time: 6.8891940117s, input_fired_time: 0.1000020057, output_fired_time: 0.0000000000, propagate_forward_time: 6.3003644943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4888277054
validation[          , genome  5041] predictions:    9648/  10000 (96.48%), best:    9662/10000 (96.62%), error:      1155.90784, best error:      1069.22620 on epoch:    21, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 88.6617507935s, input_fired_time: 1.7108781338, output_fired_time: 0.6989859343, propagate_forward_time: 32.6442337036, propagate_backward_time: 50.8073348999, weight_update_time: 0.1390562803, other_time: 2.8003234863
epoch time: 6.7941999435s, input_fired_time: 0.0993452519, output_fired_time: 0.0000000000, propagate_forward_time: 6.2065682411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4882864952
validation[          , genome  5041] predictions:    9607/  10000 (96.07%), best:    9662/10000 (96.62%), error:      1267.86731, best error:      1069.22620 on epoch:    21, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 88.3356933594s, input_fired_time: 0.8748320937, output_fired_time: 0.6951912045, propagate_forward_time: 33.7251701355, propagate_backward_time: 50.2280387878, weight_update_time: 0.1389258802, other_time: 2.8124618530
epoch time: 8.1015138626s, input_fired_time: 0.1043260545, output_fired_time: 0.0000000000, propagate_forward_time: 7.4923858643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5048017502
validation[          , genome  5041] predictions:    9660/  10000 (96.60%), best:    9662/10000 (96.62%), error:      1123.01318, best error:      1069.22620 on epoch:    21, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 103.9011459351s, input_fired_time: 0.9386153817, output_fired_time: 0.8044032454, propagate_forward_time: 38.9984664917, propagate_backward_time: 58.8095359802, weight_update_time: 0.1753190160, other_time: 4.3501243591
epoch time: 6.7770471573s, input_fired_time: 0.0994209573, output_fired_time: 0.0000000000, propagate_forward_time: 6.1892786026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883475304
validation[          , genome  5041] predictions:    9682/  10000 (96.82%), best:    9662/10000 (96.62%), error:      1070.00000, best error:      1069.22620 on epoch:    21, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 88.7313156128s, input_fired_time: 1.8065440655, output_fired_time: 0.6936573982, propagate_forward_time: 34.5203247070, propagate_backward_time: 48.9005775452, weight_update_time: 0.1399238408, other_time: 2.8102149963
epoch time: 6.8561649323s, input_fired_time: 0.1005875021, output_fired_time: 0.0000000000, propagate_forward_time: 6.2626433372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4929342270
validation[          , genome  5041] predictions:    9633/  10000 (96.33%), best:    9662/10000 (96.62%), error:      1163.07605, best error:      1069.22620 on epoch:    21, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 89.2167739868s, input_fired_time: 0.7946963310, output_fired_time: 0.6999691129, propagate_forward_time: 34.7053680420, propagate_backward_time: 50.2270126343, weight_update_time: 0.1389307380, other_time: 2.7897338867
epoch time: 6.7930688858s, input_fired_time: 0.0979226530, output_fired_time: 0.0000000000, propagate_forward_time: 6.2194280624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4757180214
validation[          , genome  5041] predictions:    9645/  10000 (96.45%), best:    9662/10000 (96.62%), error:      1157.38208, best error:      1069.22620 on epoch:    21, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 87.8264770508s, input_fired_time: 0.7906594276, output_fired_time: 0.6925918460, propagate_forward_time: 35.6019134521, propagate_backward_time: 47.9765090942, weight_update_time: 0.1373287737, other_time: 2.7648086548
epoch time: 8.1583595276s, input_fired_time: 0.1025877669, output_fired_time: 0.0000000000, propagate_forward_time: 7.5606026649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951691628
validation[          , genome  5041] predictions:    9620/  10000 (96.20%), best:    9662/10000 (96.62%), error:      1231.65698, best error:      1069.22620 on epoch:    21, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 87.4688568115s, input_fired_time: 0.8006798625, output_fired_time: 0.6909955144, propagate_forward_time: 33.3484382629, propagate_backward_time: 49.8535118103, weight_update_time: 0.1383330673, other_time: 2.7752304077
epoch time: 8.1920413971s, input_fired_time: 0.1038568765, output_fired_time: 0.0000000000, propagate_forward_time: 7.5852947235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028896332
validation[          , genome  5041] predictions:    9605/  10000 (96.05%), best:    9662/10000 (96.62%), error:      1309.91028, best error:      1069.22620 on epoch:    21, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 87.9890213013s, input_fired_time: 0.8045742512, output_fired_time: 0.6968126893, propagate_forward_time: 31.5910415649, propagate_backward_time: 52.0768280029, weight_update_time: 0.1402956992, other_time: 2.8197631836
epoch time: 6.8186511993s, input_fired_time: 0.0990422517, output_fired_time: 0.0000000000, propagate_forward_time: 6.2443485260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4752602577
validation[          , genome  5041] predictions:    9625/  10000 (96.25%), best:    9662/10000 (96.62%), error:      1192.58447, best error:      1069.22620 on epoch:    21, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 89.2221374512s, input_fired_time: 0.8016238809, output_fired_time: 0.7014124990, propagate_forward_time: 33.7216949463, propagate_backward_time: 51.2038688660, weight_update_time: 0.1394360960, other_time: 2.7935371399
epoch time: 6.8777651787s, input_fired_time: 0.1007297337, output_fired_time: 0.0000000000, propagate_forward_time: 6.2918176651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4852175713
validation[          , genome  5041] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1063.65222, best error:      1063.65222 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 98.7266311646s, input_fired_time: 0.9162950516, output_fired_time: 0.7742430568, propagate_forward_time: 37.0042152405, propagate_backward_time: 56.9455032349, weight_update_time: 0.1541415304, other_time: 3.0863685608
epoch time: 8.1738023758s, input_fired_time: 0.1059231237, output_fired_time: 0.0000000000, propagate_forward_time: 7.5542273521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136523247
validation[          , genome  5041] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1070.23096, best error:      1063.65222 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 93.7282104492s, input_fired_time: 0.8271695375, output_fired_time: 0.7408789396, propagate_forward_time: 37.0015487671, propagate_backward_time: 52.1407394409, weight_update_time: 0.1576665789, other_time: 3.0178756714
epoch time: 8.1807050705s, input_fired_time: 0.1055184156, output_fired_time: 0.0000000000, propagate_forward_time: 7.5632181168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5119686127
validation[          , genome  5041] predictions:    9658/  10000 (96.58%), best:    9682/10000 (96.82%), error:      1135.76782, best error:      1063.65222 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 87.4515914917s, input_fired_time: 0.7940738201, output_fired_time: 0.6932302713, propagate_forward_time: 32.3953781128, propagate_backward_time: 49.7844734192, weight_update_time: 1.1499021053, other_time: 3.7844352722
epoch time: 6.7144956589s, input_fired_time: 0.0982725397, output_fired_time: 0.0000000000, propagate_forward_time: 6.1417670250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744563103
validation[          , genome  5041] predictions:    9655/  10000 (96.55%), best:    9682/10000 (96.82%), error:      1135.24585, best error:      1063.65222 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 87.6391830444s, input_fired_time: 0.7995733023, output_fired_time: 0.6970413923, propagate_forward_time: 33.6461601257, propagate_backward_time: 49.6661682129, weight_update_time: 0.1397170126, other_time: 2.8302345276
epoch time: 6.8752226830s, input_fired_time: 0.0997415781, output_fired_time: 0.0000000000, propagate_forward_time: 6.2916564941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838247299
validation[          , genome  5041] predictions:    9684/  10000 (96.84%), best:    9684/10000 (96.84%), error:      1005.55005, best error:      1005.55005 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 88.5781555176s, input_fired_time: 0.7962121964, output_fired_time: 0.6911462545, propagate_forward_time: 32.4158706665, propagate_backward_time: 51.8686218262, weight_update_time: 0.1388480514, other_time: 2.8063049316
epoch time: 6.7375097275s, input_fired_time: 0.0994942784, output_fired_time: 0.0000000000, propagate_forward_time: 6.1544938087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4835214615
validation[          , genome  5041] predictions:    9669/  10000 (96.69%), best:    9684/10000 (96.84%), error:      1077.23572, best error:      1005.55005 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 93.0100097656s, input_fired_time: 0.8295429349, output_fired_time: 0.7610136271, propagate_forward_time: 34.1657066345, propagate_backward_time: 54.2839736938, weight_update_time: 0.1404745579, other_time: 2.9697685242
epoch time: 6.8785228729s, input_fired_time: 0.0988306180, output_fired_time: 0.0000000000, propagate_forward_time: 6.2965312004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4831609726
validation[          , genome  5041] predictions:    9681/  10000 (96.81%), best:    9684/10000 (96.84%), error:      1085.43958, best error:      1005.55005 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 88.8347625732s, input_fired_time: 0.7977599502, output_fired_time: 0.6944151521, propagate_forward_time: 31.5110073090, propagate_backward_time: 53.0430488586, weight_update_time: 0.1391418278, other_time: 2.7885322571
epoch time: 7.0420665741s, input_fired_time: 0.1024822071, output_fired_time: 0.0000000000, propagate_forward_time: 6.4444751740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951090813
validation[          , genome  5041] predictions:    9670/  10000 (96.70%), best:    9684/10000 (96.84%), error:      1061.30188, best error:      1005.55005 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 87.8042449951s, input_fired_time: 0.7959278822, output_fired_time: 0.6947921515, propagate_forward_time: 31.4965362549, propagate_backward_time: 52.0472106934, weight_update_time: 0.1382963806, other_time: 2.7697753906
epoch time: 8.0819921494s, input_fired_time: 0.1045816317, output_fired_time: 0.0000000000, propagate_forward_time: 7.4627261162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146842003
validation[          , genome  5041] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:       983.67780, best error:       983.67780 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 87.7813873291s, input_fired_time: 0.7982389927, output_fired_time: 0.6965512633, propagate_forward_time: 33.5235366821, propagate_backward_time: 50.0074844360, weight_update_time: 0.1380213052, other_time: 2.7555770874
epoch time: 6.6791443825s, input_fired_time: 0.1004364789, output_fired_time: 0.0000000000, propagate_forward_time: 6.1001696587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4785380363
validation[          , genome  5041] predictions:    9668/  10000 (96.68%), best:    9690/10000 (96.90%), error:      1091.56763, best error:       983.67780 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 88.0799789429s, input_fired_time: 0.8107897639, output_fired_time: 0.6952632070, propagate_forward_time: 32.7125053406, propagate_backward_time: 51.0833358765, weight_update_time: 0.1394893974, other_time: 2.7780799866
epoch time: 6.8614497185s, input_fired_time: 0.1001554877, output_fired_time: 0.0000000000, propagate_forward_time: 6.2807040215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4805903435
validation[          , genome  5041] predictions:    9695/  10000 (96.95%), best:    9690/10000 (96.90%), error:      1006.98547, best error:       983.67780 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 93.5796966553s, input_fired_time: 0.8306980133, output_fired_time: 0.7797881961, propagate_forward_time: 36.3585662842, propagate_backward_time: 52.6838989258, weight_update_time: 0.1385949850, other_time: 2.9267501831
epoch time: 6.9085721970s, input_fired_time: 0.0993134528, output_fired_time: 0.0000000000, propagate_forward_time: 6.3350191116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4742398262
validation[          , genome  5041] predictions:    9636/  10000 (96.36%), best:    9690/10000 (96.90%), error:      1196.67896, best error:       983.67780 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 91.6458663940s, input_fired_time: 0.8148263097, output_fired_time: 0.7085499167, propagate_forward_time: 32.7325363159, propagate_backward_time: 54.4433670044, weight_update_time: 0.1385285705, other_time: 2.9465866089
epoch time: 6.8397302628s, input_fired_time: 0.1008196101, output_fired_time: 0.0000000000, propagate_forward_time: 6.2496457100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4892649651
validation[          , genome  5041] predictions:    9657/  10000 (96.57%), best:    9690/10000 (96.90%), error:      1111.16333, best error:       983.67780 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 105.7465896606s, input_fired_time: 0.9595832825, output_fired_time: 0.8243399262, propagate_forward_time: 40.4499206543, propagate_backward_time: 60.2729072571, weight_update_time: 0.1689081639, other_time: 3.2398338318
epoch time: 6.8558182716s, input_fired_time: 0.1003343835, output_fired_time: 0.0000000000, propagate_forward_time: 6.2715835571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4839005470
validation[          , genome  5041] predictions:    9632/  10000 (96.32%), best:    9690/10000 (96.90%), error:      1196.55054, best error:       983.67780 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 87.8582000732s, input_fired_time: 0.8020588756, output_fired_time: 0.6936533451, propagate_forward_time: 33.5501327515, propagate_backward_time: 50.0279006958, weight_update_time: 0.1380383968, other_time: 2.7844543457
epoch time: 8.0342998505s, input_fired_time: 0.1041873172, output_fired_time: 0.0000000000, propagate_forward_time: 7.4169898033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5131225586
validation[          , genome  5041] predictions:    9686/  10000 (96.86%), best:    9690/10000 (96.90%), error:      1005.11304, best error:       983.67780 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 87.8378677368s, input_fired_time: 0.8007431030, output_fired_time: 0.6921536922, propagate_forward_time: 32.5655364990, propagate_backward_time: 50.9907455444, weight_update_time: 0.1390563995, other_time: 2.7886886597
epoch time: 7.9143514633s, input_fired_time: 0.1016142517, output_fired_time: 0.0000000000, propagate_forward_time: 7.3190321922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937047958
validation[          , genome  5041] predictions:    9660/  10000 (96.60%), best:    9690/10000 (96.90%), error:      1098.68896, best error:       983.67780 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 88.0184936523s, input_fired_time: 0.7960708737, output_fired_time: 0.6926755905, propagate_forward_time: 32.6670837402, propagate_backward_time: 51.0909843445, weight_update_time: 0.1384571344, other_time: 2.7716789246
epoch time: 6.7831573486s, input_fired_time: 0.1020428613, output_fired_time: 0.0000000000, propagate_forward_time: 6.1886315346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4924831390
validation[          , genome  5041] predictions:    9657/  10000 (96.57%), best:    9690/10000 (96.90%), error:      1117.88123, best error:       983.67780 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 89.0492858887s, input_fired_time: 0.8053374290, output_fired_time: 0.6988835931, propagate_forward_time: 33.5979576111, propagate_backward_time: 51.1813240051, weight_update_time: 0.1383980811, other_time: 2.7657852173
epoch time: 6.8485870361s, input_fired_time: 0.1016993225, output_fired_time: 0.0000000000, propagate_forward_time: 6.2612433434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4856443405
validation[          , genome  5041] predictions:    9677/  10000 (96.77%), best:    9690/10000 (96.90%), error:      1041.16248, best error:       983.67780 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 98.7651214600s, input_fired_time: 0.8898394108, output_fired_time: 0.8034587502, propagate_forward_time: 38.1752815247, propagate_backward_time: 55.8535919189, weight_update_time: 0.1450722218, other_time: 3.0429496765
epoch time: 9.0072813034s, input_fired_time: 0.1173380986, output_fired_time: 0.0000000000, propagate_forward_time: 7.2648100853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6251330376
validation[          , genome  5041] predictions:    9667/  10000 (96.67%), best:    9690/10000 (96.90%), error:      1048.29529, best error:       983.67780 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 88.3460464478s, input_fired_time: 0.8122243285, output_fired_time: 0.6944053769, propagate_forward_time: 34.6104698181, propagate_backward_time: 49.4317703247, weight_update_time: 0.1386443824, other_time: 2.7971763611
epoch time: 6.8060488701s, input_fired_time: 0.0995817780, output_fired_time: 0.0000000000, propagate_forward_time: 6.2216386795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4848284721
validation[          , genome  5041] predictions:    9672/  10000 (96.72%), best:    9690/10000 (96.90%), error:      1077.12793, best error:       983.67780 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 88.9940643311s, input_fired_time: 0.7963822484, output_fired_time: 0.6925276518, propagate_forward_time: 34.5950126648, propagate_backward_time: 50.1400146484, weight_update_time: 0.1378369927, other_time: 2.7701301575
epoch time: 6.6842994690s, input_fired_time: 0.1001139581, output_fired_time: 0.0000000000, propagate_forward_time: 6.1069946289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771909714
validation[          , genome  5041] predictions:    9658/  10000 (96.58%), best:    9690/10000 (96.90%), error:      1096.36792, best error:       983.67780 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 89.2021560669s, input_fired_time: 0.8165447712, output_fired_time: 0.6971982718, propagate_forward_time: 33.6309471130, propagate_backward_time: 51.2713966370, weight_update_time: 0.1397937983, other_time: 2.7860717773
epoch time: 6.4531106949s, input_fired_time: 0.0958867744, output_fired_time: 0.0000000000, propagate_forward_time: 5.9003939629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4568300247
validation[          , genome  5041] predictions:    9680/  10000 (96.80%), best:    9690/10000 (96.90%), error:      1048.73242, best error:       983.67780 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 92.7936553955s, input_fired_time: 1.1291064024, output_fired_time: 0.7108886838, propagate_forward_time: 33.4359550476, propagate_backward_time: 54.6091003418, weight_update_time: 0.1480953395, other_time: 2.9086036682
epoch time: 6.8680558205s, input_fired_time: 0.1005083472, output_fired_time: 0.0000000000, propagate_forward_time: 6.2803874016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4871602058
validation[          , genome  5041] predictions:    9629/  10000 (96.29%), best:    9690/10000 (96.90%), error:      1202.51624, best error:       983.67780 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 98.3030242920s, input_fired_time: 0.8798279762, output_fired_time: 0.7347049713, propagate_forward_time: 38.2661476135, propagate_backward_time: 55.2897109985, weight_update_time: 0.1859382689, other_time: 3.1326332092
epoch time: 6.9157490730s, input_fired_time: 0.1015223414, output_fired_time: 0.0000000000, propagate_forward_time: 6.3320283890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4821982384
validation[          , genome  5041] predictions:    9682/  10000 (96.82%), best:    9690/10000 (96.90%), error:      1021.45502, best error:       983.67780 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 89.2006683350s, input_fired_time: 0.8041519523, output_fired_time: 0.6969549656, propagate_forward_time: 34.8062667847, propagate_backward_time: 50.1256332397, weight_update_time: 0.1381576657, other_time: 2.7676620483
epoch time: 6.8700351715s, input_fired_time: 0.0993085802, output_fired_time: 0.0000000000, propagate_forward_time: 6.2968378067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4738888741
validation[          , genome  5041] predictions:    9670/  10000 (96.70%), best:    9690/10000 (96.90%), error:      1091.14795, best error:       983.67780 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 89.3912200928s, input_fired_time: 0.8042186499, output_fired_time: 1.7074702978, propagate_forward_time: 33.8379554749, propagate_backward_time: 50.2666320801, weight_update_time: 0.1391457766, other_time: 2.7749366760
epoch time: 6.7334828377s, input_fired_time: 0.1009828374, output_fired_time: 0.0000000000, propagate_forward_time: 6.1513786316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811215401
validation[          , genome  5041] predictions:    9609/  10000 (96.09%), best:    9690/10000 (96.90%), error:      1199.19775, best error:       983.67780 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 87.8324661255s, input_fired_time: 0.8163491488, output_fired_time: 0.6960403919, propagate_forward_time: 34.5805778503, propagate_backward_time: 47.9491729736, weight_update_time: 0.1377744526, other_time: 3.7903251648
epoch time: 11.3629217148s, input_fired_time: 0.1613510996, output_fired_time: 0.0000000000, propagate_forward_time: 10.4436511993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7579193115
validation[          , genome  5041] predictions:    9658/  10000 (96.58%), best:    9690/10000 (96.90%), error:      1058.55627, best error:       983.67780 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 94.1442413330s, input_fired_time: 0.8588171601, output_fired_time: 0.7574303150, propagate_forward_time: 33.5607833862, propagate_backward_time: 55.9317588806, weight_update_time: 0.1477906257, other_time: 3.0354499817
epoch time: 6.6850471497s, input_fired_time: 0.0999751911, output_fired_time: 0.0000000000, propagate_forward_time: 6.1023917198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4826803207
validation[          , genome  5041] predictions:    9661/  10000 (96.61%), best:    9690/10000 (96.90%), error:      1115.32776, best error:       983.67780 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 87.6947097778s, input_fired_time: 0.7986171246, output_fired_time: 0.6942073703, propagate_forward_time: 33.4700584412, propagate_backward_time: 49.9613418579, weight_update_time: 0.1380564272, other_time: 2.7704887390
epoch time: 8.1932220459s, input_fired_time: 0.1054695323, output_fired_time: 0.0000000000, propagate_forward_time: 7.5875682831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001840591
validation[          , genome  5041] predictions:    9680/  10000 (96.80%), best:    9690/10000 (96.90%), error:      1020.35492, best error:       983.67780 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 87.7883300781s, input_fired_time: 0.8014270663, output_fired_time: 0.6918045878, propagate_forward_time: 31.5958290100, propagate_backward_time: 51.9246978760, weight_update_time: 0.1393383592, other_time: 2.7745704651
epoch time: 8.0668973923s, input_fired_time: 0.1045195386, output_fired_time: 0.0000000000, propagate_forward_time: 7.4612803459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5010976791
validation[          , genome  5041] predictions:    9678/  10000 (96.78%), best:    9690/10000 (96.90%), error:      1035.97900, best error:       983.67780 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 87.7124938965s, input_fired_time: 0.8065257072, output_fired_time: 0.6961311698, propagate_forward_time: 34.5469551086, propagate_backward_time: 48.8634719849, weight_update_time: 0.1393451840, other_time: 2.7994117737
epoch time: 6.9324798584s, input_fired_time: 0.1006960198, output_fired_time: 0.0000000000, propagate_forward_time: 6.3548059464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4769778252
validation[          , genome  5041] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:       987.51428, best error:       983.67780 on epoch:    56, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 90.0312271118s, input_fired_time: 0.8104834557, output_fired_time: 0.7073411942, propagate_forward_time: 32.9352226257, propagate_backward_time: 52.7391815186, weight_update_time: 0.1385749876, other_time: 2.8389930725
epoch time: 6.7927751541s, input_fired_time: 0.1014134064, output_fired_time: 0.0000000000, propagate_forward_time: 6.2108368874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4805250168
validation[          , genome  5041] predictions:    9671/  10000 (96.71%), best:    9690/10000 (96.90%), error:      1101.06360, best error:       983.67780 on epoch:    56, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 88.8983764648s, input_fired_time: 0.8064195514, output_fired_time: 0.6937021613, propagate_forward_time: 34.6240844727, propagate_backward_time: 49.9909629822, weight_update_time: 0.1387895197, other_time: 2.7832069397
epoch time: 6.7911419868s, input_fired_time: 0.1021161377, output_fired_time: 0.0000000000, propagate_forward_time: 6.1994905472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4895353317
validation[          , genome  5041] predictions:    9653/  10000 (96.53%), best:    9690/10000 (96.90%), error:      1067.45508, best error:       983.67780 on epoch:    56, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 100.0049667358s, input_fired_time: 0.8579257727, output_fired_time: 0.8372581601, propagate_forward_time: 38.6012687683, propagate_backward_time: 56.6297760010, weight_update_time: 0.1459394395, other_time: 3.0787391663
epoch time: 6.7707891464s, input_fired_time: 0.1005220190, output_fired_time: 0.0000000000, propagate_forward_time: 6.1891713142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4810957909
validation[          , genome  5041] predictions:    9630/  10000 (96.30%), best:    9690/10000 (96.90%), error:      1176.94080, best error:       983.67780 on epoch:    56, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 89.0215988159s, input_fired_time: 0.8037125468, output_fired_time: 0.6987735033, propagate_forward_time: 35.5419044495, propagate_backward_time: 49.1970024109, weight_update_time: 0.1384884268, other_time: 2.7802047729
epoch time: 6.8334984779s, input_fired_time: 0.1025989652, output_fired_time: 0.0000000000, propagate_forward_time: 6.2446732521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4862260818
validation[          , genome  5041] predictions:    9640/  10000 (96.40%), best:    9690/10000 (96.90%), error:      1141.99622, best error:       983.67780 on epoch:    56, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 88.4528350830s, input_fired_time: 0.8138543367, output_fired_time: 0.6926286817, propagate_forward_time: 32.3837280273, propagate_backward_time: 51.7753791809, weight_update_time: 0.1382993162, other_time: 2.7872428894
epoch time: 6.7524833679s, input_fired_time: 0.1007512361, output_fired_time: 0.0000000000, propagate_forward_time: 6.1804018021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713301659
validation[          , genome  5041] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:       973.70898, best error:       973.70898 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 88.3456420898s, input_fired_time: 0.8508695364, output_fired_time: 0.7040144205, propagate_forward_time: 32.6729812622, propagate_backward_time: 51.3261489868, weight_update_time: 0.1394585520, other_time: 2.7916259766
epoch time: 7.1850962639s, input_fired_time: 0.1062182412, output_fired_time: 0.0000000000, propagate_forward_time: 6.5751795769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5036983490
validation[          , genome  5041] predictions:    9647/  10000 (96.47%), best:    9691/10000 (96.91%), error:      1132.61328, best error:       973.70898 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 88.0703582764s, input_fired_time: 0.8225336671, output_fired_time: 0.6949972510, propagate_forward_time: 31.6948089600, propagate_backward_time: 52.0711898804, weight_update_time: 0.1399511993, other_time: 2.7868270874
epoch time: 7.8982591629s, input_fired_time: 0.1061439738, output_fired_time: 0.0000000000, propagate_forward_time: 7.2909145355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5012006760
validation[          , genome  5041] predictions:    9633/  10000 (96.33%), best:    9691/10000 (96.91%), error:      1191.78003, best error:       973.70898 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 87.6111145020s, input_fired_time: 0.8050913811, output_fired_time: 1.7058371305, propagate_forward_time: 32.4088668823, propagate_backward_time: 49.9123916626, weight_update_time: 0.1389508098, other_time: 2.7789306641
epoch time: 6.7933001518s, input_fired_time: 0.1012443155, output_fired_time: 0.0000000000, propagate_forward_time: 6.2123217583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4797339439
validation[          , genome  5041] predictions:    9626/  10000 (96.26%), best:    9691/10000 (96.91%), error:      1193.61462, best error:       973.70898 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 89.4866790771s, input_fired_time: 0.8102170825, output_fired_time: 0.6992541552, propagate_forward_time: 35.7952575684, propagate_backward_time: 48.3764648438, weight_update_time: 0.1395381838, other_time: 3.8054809570
epoch time: 6.8577694893s, input_fired_time: 0.1026796475, output_fired_time: 0.0000000000, propagate_forward_time: 6.2540731430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5010166168
validation[          , genome  5041] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:      1036.22998, best error:       973.70898 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 93.9391098022s, input_fired_time: 1.8651145697, output_fired_time: 0.7170896530, propagate_forward_time: 35.5055923462, propagate_backward_time: 52.9474029541, weight_update_time: 0.1493608803, other_time: 2.9039154053
epoch time: 6.8518180847s, input_fired_time: 0.1026454046, output_fired_time: 0.0000000000, propagate_forward_time: 6.2697553635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4794173241
validation[          , genome  5041] predictions:    9693/  10000 (96.93%), best:    9691/10000 (96.91%), error:       987.45990, best error:       973.70898 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 88.9806747437s, input_fired_time: 0.8128220439, output_fired_time: 0.6985671520, propagate_forward_time: 34.5913124084, propagate_backward_time: 50.0760421753, weight_update_time: 0.1395924240, other_time: 2.8019294739
epoch time: 6.8486304283s, input_fired_time: 0.1017154157, output_fired_time: 0.0000000000, propagate_forward_time: 6.2679018974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4790129662
validation[          , genome  5041] predictions:    9674/  10000 (96.74%), best:    9691/10000 (96.91%), error:      1069.89783, best error:       973.70898 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 97.4673004150s, input_fired_time: 0.9233716130, output_fired_time: 0.7546530962, propagate_forward_time: 38.4381980896, propagate_backward_time: 54.2698822021, weight_update_time: 0.1528195888, other_time: 3.0811958313
epoch time: 7.0063786507s, input_fired_time: 0.1098800898, output_fired_time: 0.0000000000, propagate_forward_time: 6.4180932045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4784054756
validation[          , genome  5041] predictions:    9673/  10000 (96.73%), best:    9691/10000 (96.91%), error:      1013.54315, best error:       973.70898 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 88.7548599243s, input_fired_time: 0.8136826158, output_fired_time: 0.6926668286, propagate_forward_time: 34.5286712646, propagate_backward_time: 49.9007911682, weight_update_time: 0.1383506358, other_time: 2.8190498352
epoch time: 6.7529206276s, input_fired_time: 0.1003392339, output_fired_time: 0.0000000000, propagate_forward_time: 6.1773977280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4751834869
validation[          , genome  5041] predictions:    9620/  10000 (96.20%), best:    9691/10000 (96.91%), error:      1163.13745, best error:       973.70898 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 89.2540817261s, input_fired_time: 0.8094692230, output_fired_time: 0.6958845258, propagate_forward_time: 33.8113555908, propagate_backward_time: 50.1423377991, weight_update_time: 0.1392185390, other_time: 3.7950325012
epoch time: 6.7534112930s, input_fired_time: 0.1020491719, output_fired_time: 0.0000000000, propagate_forward_time: 6.1682476997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4831142426
validation[          , genome  5041] predictions:    9663/  10000 (96.63%), best:    9691/10000 (96.91%), error:      1065.67444, best error:       973.70898 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 102.9882888794s, input_fired_time: 0.9810263515, output_fired_time: 0.7908079624, propagate_forward_time: 37.8795700073, propagate_backward_time: 60.1870193481, weight_update_time: 0.1553495526, other_time: 3.1498641968
epoch time: 8.5984582901s, input_fired_time: 0.1043578610, output_fired_time: 0.0000000000, propagate_forward_time: 7.9336009026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5604996681
validation[          , genome  5041] predictions:    9622/  10000 (96.22%), best:    9691/10000 (96.91%), error:      1221.69531, best error:       973.70898 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 88.0348739624s, input_fired_time: 0.8109804988, output_fired_time: 0.6956899762, propagate_forward_time: 32.5431709290, propagate_backward_time: 50.1422538757, weight_update_time: 0.1385818124, other_time: 3.8427810669
epoch time: 6.8077330589s, input_fired_time: 0.1027822942, output_fired_time: 0.0000000000, propagate_forward_time: 6.2182016373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4867491722
validation[          , genome  5041] predictions:    9683/  10000 (96.83%), best:    9691/10000 (96.91%), error:      1007.12555, best error:       973.70898 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 89.5534744263s, input_fired_time: 0.8201451898, output_fired_time: 0.7010321021, propagate_forward_time: 33.7658691406, propagate_backward_time: 51.4169807434, weight_update_time: 0.1406085044, other_time: 2.8494453430
epoch time: 6.9557971954s, input_fired_time: 0.1041745767, output_fired_time: 0.0000000000, propagate_forward_time: 6.3613915443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4902310371
validation[          , genome  5041] predictions:    9680/  10000 (96.80%), best:    9691/10000 (96.91%), error:      1056.26428, best error:       973.70898 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 90.7288513184s, input_fired_time: 0.8213405013, output_fired_time: 0.7088052034, propagate_forward_time: 34.2474327087, propagate_backward_time: 52.0918083191, weight_update_time: 0.1407653540, other_time: 2.8594589233
epoch time: 6.7617354393s, input_fired_time: 0.1117122173, output_fired_time: 0.0000000000, propagate_forward_time: 6.1677703857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4822530746
validation[          , genome  5041] predictions:    9635/  10000 (96.35%), best:    9691/10000 (96.91%), error:      1194.10645, best error:       973.70898 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 89.8126983643s, input_fired_time: 0.8171597719, output_fired_time: 0.7059752345, propagate_forward_time: 35.9135856628, propagate_backward_time: 49.5567436218, weight_update_time: 0.1374206841, other_time: 2.8192291260
epoch time: 12.9867677689s, input_fired_time: 0.2360410690, output_fired_time: 0.0000000000, propagate_forward_time: 11.8732881546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8774385452
validation[          , genome  5041] predictions:    9653/  10000 (96.53%), best:    9691/10000 (96.91%), error:      1139.35193, best error:       973.70898 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 95.5097427368s, input_fired_time: 0.8638265729, output_fired_time: 0.7601231337, propagate_forward_time: 35.1184387207, propagate_backward_time: 55.8226661682, weight_update_time: 0.1465970129, other_time: 2.9446907043
epoch time: 8.5824975967s, input_fired_time: 0.1198304147, output_fired_time: 0.0000000000, propagate_forward_time: 7.9113945961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5512728691
validation[          , genome  5041] predictions:    9677/  10000 (96.77%), best:    9691/10000 (96.91%), error:      1035.76440, best error:       973.70898 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 87.6073608398s, input_fired_time: 0.8076381087, output_fired_time: 0.6916165352, propagate_forward_time: 31.5217056274, propagate_backward_time: 51.8158912659, weight_update_time: 0.1376708299, other_time: 2.7705039978
epoch time: 6.7580647469s, input_fired_time: 0.1022481471, output_fired_time: 0.0000000000, propagate_forward_time: 6.1780915260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777250290
validation[          , genome  5041] predictions:    9652/  10000 (96.52%), best:    9691/10000 (96.91%), error:      1121.53186, best error:       973.70898 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 100.5249633789s, input_fired_time: 0.9163877368, output_fired_time: 0.8429437876, propagate_forward_time: 38.0174980164, propagate_backward_time: 57.6849861145, weight_update_time: 0.1629588306, other_time: 3.0631484985
epoch time: 8.1612930298s, input_fired_time: 0.1078969836, output_fired_time: 0.0000000000, propagate_forward_time: 7.5498929024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5035033226
validation[          , genome  5041] predictions:    9673/  10000 (96.73%), best:    9691/10000 (96.91%), error:      1074.79077, best error:       973.70898 on epoch:    83, 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: 36.2822570801s, input_fired_time: 0.5114017129, output_fired_time: 0.0000000000, propagate_forward_time: 33.2189331055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5519218445
best training[          , genome  5041] predictions:   49325/  50000 (98.65%), best:    9691/10000 (96.91%), error:      2490.24121, best error:       973.70898 on epoch:    83, 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: 6.7834959030s, input_fired_time: 0.1014813557, output_fired_time: 0.0000000000, propagate_forward_time: 6.1966137886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4854006767
   testing[          , genome  5041] predictions:    9753/  10000 (97.53%), best:    9691/10000 (96.91%), error:       874.78473, best error:       973.70898 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:09:02 (7228): called boinc_finish(0)

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