Nameexact_genome_1512568488_43_4723_0
Workunit2594869
Created7 Dec 2017, 11:25:18 UTC
Sent7 Dec 2017, 11:29:52 UTC
Report deadline14 Dec 2017, 5:16:05 UTC
Received9 Dec 2017, 3:49:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time3 hours 53 min 39 sec
CPU time3 hours 49 min 33 sec
Validate stateValid
Credit1,685.11
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.03 MB
Peak swap size157.73 MB
Peak disk usage1.88 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
0000000000, other_time: 0.5126371384
validation[          , genome  4723] predictions:    9569/  10000 (95.69%), best:    9649/10000 (96.49%), error:      1395.02771, best error:      1250.30139 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 126.1474914551s, input_fired_time: 1.0713623762, output_fired_time: 1.0721795559, propagate_forward_time: 47.7679710388, propagate_backward_time: 73.3292465210, weight_update_time: 0.1702568531, other_time: 2.9067306519
epoch time: 10.8633909225s, input_fired_time: 0.1421886235, output_fired_time: 0.0000000000, propagate_forward_time: 10.1749887466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5462131500
validation[          , genome  4723] predictions:    9606/  10000 (96.06%), best:    9649/10000 (96.49%), error:      1284.23071, best error:      1250.30139 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 126.9872970581s, input_fired_time: 1.0755256414, output_fired_time: 1.0714565516, propagate_forward_time: 48.1818389893, propagate_backward_time: 73.7510757446, weight_update_time: 0.1749525070, other_time: 2.9074020386
epoch time: 10.2643308640s, input_fired_time: 0.1328482181, output_fired_time: 0.0000000000, propagate_forward_time: 9.6294374466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5020456314
validation[          , genome  4723] predictions:    9618/  10000 (96.18%), best:    9649/10000 (96.49%), error:      1281.57239, best error:      1250.30139 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 126.2339859009s, input_fired_time: 1.0712969303, output_fired_time: 1.0719748735, propagate_forward_time: 47.5931549072, propagate_backward_time: 73.5764465332, weight_update_time: 0.1728180796, other_time: 2.9211120605
epoch time: 10.2676362991s, input_fired_time: 0.1378301829, output_fired_time: 0.0000000000, propagate_forward_time: 9.5997743607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5300321579
validation[          , genome  4723] predictions:    9618/  10000 (96.18%), best:    9649/10000 (96.49%), error:      1340.24585, best error:      1250.30139 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 125.3082733154s, input_fired_time: 1.0706689358, output_fired_time: 1.0665977001, propagate_forward_time: 47.2997589111, propagate_backward_time: 72.9304275513, weight_update_time: 0.1734122038, other_time: 2.9408187866
epoch time: 10.1037549973s, input_fired_time: 0.1315355450, output_fired_time: 0.0000000000, propagate_forward_time: 9.4703092575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5019102097
validation[          , genome  4723] predictions:    9631/  10000 (96.31%), best:    9649/10000 (96.49%), error:      1306.77576, best error:      1250.30139 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 125.8303909302s, input_fired_time: 1.0631215572, output_fired_time: 1.0644012690, propagate_forward_time: 47.4956665039, propagate_backward_time: 73.2883682251, weight_update_time: 0.1711933613, other_time: 2.9188385010
epoch time: 10.2990102768s, input_fired_time: 0.1414941102, output_fired_time: 0.0000000000, propagate_forward_time: 9.6335926056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5239238739
validation[          , genome  4723] predictions:    9634/  10000 (96.34%), best:    9634/10000 (96.34%), error:      1187.93115, best error:      1187.93115 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 126.0497207642s, input_fired_time: 1.0720422268, output_fired_time: 1.0662907362, propagate_forward_time: 47.7245254517, propagate_backward_time: 73.2883224487, weight_update_time: 0.1716776788, other_time: 2.8985366821
epoch time: 10.3573780060s, input_fired_time: 0.1359881610, output_fired_time: 0.0000000000, propagate_forward_time: 9.7035732269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5178165436
validation[          , genome  4723] predictions:    9635/  10000 (96.35%), best:    9634/10000 (96.34%), error:      1223.95325, best error:      1187.93115 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 126.7839202881s, input_fired_time: 1.0854921341, output_fired_time: 1.0756138563, propagate_forward_time: 48.1408882141, propagate_backward_time: 73.5918350220, weight_update_time: 0.1700478196, other_time: 2.8900833130
epoch time: 10.6458826065s, input_fired_time: 0.1411120445, output_fired_time: 0.0000000000, propagate_forward_time: 9.9712104797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335597992
validation[          , genome  4723] predictions:    9654/  10000 (96.54%), best:    9634/10000 (96.34%), error:      1217.72681, best error:      1187.93115 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 125.8190002441s, input_fired_time: 1.0716751814, output_fired_time: 1.0689980984, propagate_forward_time: 47.7076606750, propagate_backward_time: 73.0672225952, weight_update_time: 0.1721267402, other_time: 2.9034347534
epoch time: 10.4428272247s, input_fired_time: 0.1363059729, output_fired_time: 0.0000000000, propagate_forward_time: 9.7933950424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5131263733
validation[          , genome  4723] predictions:    9639/  10000 (96.39%), best:    9634/10000 (96.34%), error:      1227.88074, best error:      1187.93115 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 126.4371261597s, input_fired_time: 1.0728600025, output_fired_time: 1.0695542097, propagate_forward_time: 47.9334945679, propagate_backward_time: 73.4507904053, weight_update_time: 0.1725381911, other_time: 2.9104232788
epoch time: 10.0414590836s, input_fired_time: 0.1356507242, output_fired_time: 0.0000000000, propagate_forward_time: 9.4036588669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5021495819
validation[          , genome  4723] predictions:    9619/  10000 (96.19%), best:    9634/10000 (96.34%), error:      1213.29089, best error:      1187.93115 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 126.3578872681s, input_fired_time: 1.0691300631, output_fired_time: 1.0747843981, propagate_forward_time: 47.8311996460, propagate_backward_time: 73.4755859375, weight_update_time: 0.1714497209, other_time: 2.9071884155
epoch time: 10.4116439819s, input_fired_time: 0.1349339187, output_fired_time: 0.0000000000, propagate_forward_time: 9.7628889084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5138216019
validation[          , genome  4723] predictions:    9643/  10000 (96.43%), best:    9634/10000 (96.34%), error:      1223.33496, best error:      1187.93115 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 125.2344360352s, input_fired_time: 1.0742979050, output_fired_time: 1.0720472336, propagate_forward_time: 47.0531158447, propagate_backward_time: 73.0455245972, weight_update_time: 0.1727882028, other_time: 2.9894561768
epoch time: 10.2909746170s, input_fired_time: 0.1343715638, output_fired_time: 0.0000000000, propagate_forward_time: 9.6462860107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5103168488
validation[          , genome  4723] predictions:    9647/  10000 (96.47%), best:    9634/10000 (96.34%), error:      1214.49963, best error:      1187.93115 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 126.3513565063s, input_fired_time: 1.0830419064, output_fired_time: 1.0663828850, propagate_forward_time: 47.9297256470, propagate_backward_time: 73.3507003784, weight_update_time: 0.1724254489, other_time: 2.9215087891
epoch time: 10.3561859131s, input_fired_time: 0.1386357695, output_fired_time: 0.0000000000, propagate_forward_time: 9.6958541870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5216960907
validation[          , genome  4723] predictions:    9640/  10000 (96.40%), best:    9634/10000 (96.34%), error:      1244.90405, best error:      1187.93115 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 125.4758071899s, input_fired_time: 1.0873221159, output_fired_time: 1.0633010864, propagate_forward_time: 47.6011543274, propagate_backward_time: 72.8380432129, weight_update_time: 0.1715978384, other_time: 2.8859863281
epoch time: 10.0669212341s, input_fired_time: 0.1367772669, output_fired_time: 0.0000000000, propagate_forward_time: 9.3983020782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318422318
validation[          , genome  4723] predictions:    9628/  10000 (96.28%), best:    9634/10000 (96.34%), error:      1255.86450, best error:      1187.93115 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 124.6562957764s, input_fired_time: 1.0721462965, output_fired_time: 1.0569449663, propagate_forward_time: 46.9914398193, propagate_backward_time: 72.6103363037, weight_update_time: 0.1695143133, other_time: 2.9254302979
epoch time: 9.9904718399s, input_fired_time: 0.1323072612, output_fired_time: 0.0000000000, propagate_forward_time: 9.3493099213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088548660
validation[          , genome  4723] predictions:    9642/  10000 (96.42%), best:    9634/10000 (96.34%), error:      1199.62708, best error:      1187.93115 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 126.3694992065s, input_fired_time: 1.0697569847, output_fired_time: 1.0730565786, propagate_forward_time: 47.8452644348, propagate_backward_time: 73.4993362427, weight_update_time: 0.1712438762, other_time: 2.8820877075
epoch time: 10.2728252411s, input_fired_time: 0.1363880336, output_fired_time: 0.0000000000, propagate_forward_time: 9.6228151321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136222839
validation[          , genome  4723] predictions:    9646/  10000 (96.46%), best:    9634/10000 (96.34%), error:      1196.90637, best error:      1187.93115 on epoch:    19, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 123.6898117065s, input_fired_time: 1.0535662174, output_fired_time: 1.0556406975, propagate_forward_time: 46.5123748779, propagate_backward_time: 72.1870346069, weight_update_time: 0.1679476947, other_time: 2.8811950684
epoch time: 10.1186218262s, input_fired_time: 0.1357717216, output_fired_time: 0.0000000000, propagate_forward_time: 9.4765319824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5063180923
validation[          , genome  4723] predictions:    9590/  10000 (95.90%), best:    9634/10000 (96.34%), error:      1425.07385, best error:      1187.93115 on epoch:    19, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 125.8092117310s, input_fired_time: 1.0736019611, output_fired_time: 1.0697990656, propagate_forward_time: 47.5763626099, propagate_backward_time: 73.1730117798, weight_update_time: 0.1728622764, other_time: 2.9164352417
epoch time: 10.3115282059s, input_fired_time: 0.1360778809, output_fired_time: 0.0000000000, propagate_forward_time: 9.6400260925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5354242325
validation[          , genome  4723] predictions:    9583/  10000 (95.83%), best:    9634/10000 (96.34%), error:      1358.68677, best error:      1187.93115 on epoch:    19, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 126.5538558960s, input_fired_time: 1.0808149576, output_fired_time: 1.0706350803, propagate_forward_time: 47.8192367554, propagate_backward_time: 73.6458435059, weight_update_time: 0.1729854643, other_time: 2.9373245239
epoch time: 10.3129310608s, input_fired_time: 0.1343389601, output_fired_time: 0.0000000000, propagate_forward_time: 9.6709289551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5076627731
validation[          , genome  4723] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1107.77808, best error:      1107.77808 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 126.2125549316s, input_fired_time: 1.0742927790, output_fired_time: 1.0708037615, propagate_forward_time: 47.6299552917, propagate_backward_time: 73.5153427124, weight_update_time: 0.1716362089, other_time: 2.9221572876
epoch time: 10.4520149231s, input_fired_time: 0.1372883320, output_fired_time: 0.0000000000, propagate_forward_time: 9.8024702072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5122566223
validation[          , genome  4723] predictions:    9634/  10000 (96.34%), best:    9679/10000 (96.79%), error:      1256.47119, best error:      1107.77808 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 125.4309539795s, input_fired_time: 1.0716052055, output_fired_time: 1.0634223223, propagate_forward_time: 47.4319877625, propagate_backward_time: 72.9549026489, weight_update_time: 0.1712184548, other_time: 2.9090347290
epoch time: 10.2907123566s, input_fired_time: 0.1381627321, output_fired_time: 0.0000000000, propagate_forward_time: 9.6237993240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5287504196
validation[          , genome  4723] predictions:    9634/  10000 (96.34%), best:    9679/10000 (96.79%), error:      1246.95105, best error:      1107.77808 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 125.6371612549s, input_fired_time: 1.0808410645, output_fired_time: 1.0627498627, propagate_forward_time: 47.3958053589, propagate_backward_time: 73.1600494385, weight_update_time: 0.1729773730, other_time: 2.9377136230
epoch time: 10.1944732666s, input_fired_time: 0.1364594996, output_fired_time: 0.0000000000, propagate_forward_time: 9.5520868301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5059270859
validation[          , genome  4723] predictions:    9615/  10000 (96.15%), best:    9679/10000 (96.79%), error:      1284.58728, best error:      1107.77808 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 122.7157669067s, input_fired_time: 1.0563316345, output_fired_time: 1.0554686785, propagate_forward_time: 45.7483367920, propagate_backward_time: 71.9302215576, weight_update_time: 0.1698364913, other_time: 2.9254150391
epoch time: 10.1874408722s, input_fired_time: 0.1353342831, output_fired_time: 0.0000000000, propagate_forward_time: 9.5342454910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5178613663
validation[          , genome  4723] predictions:    9647/  10000 (96.47%), best:    9679/10000 (96.79%), error:      1163.43176, best error:      1107.77808 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 124.2810363770s, input_fired_time: 1.0700160265, output_fired_time: 1.0614104271, propagate_forward_time: 46.6284370422, propagate_backward_time: 72.5828475952, weight_update_time: 0.1716165841, other_time: 2.9383316040
epoch time: 10.2406768799s, input_fired_time: 0.1397221535, output_fired_time: 0.0000000000, propagate_forward_time: 9.5659666061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349884033
validation[          , genome  4723] predictions:    9620/  10000 (96.20%), best:    9679/10000 (96.79%), error:      1241.37012, best error:      1107.77808 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 127.3342056274s, input_fired_time: 1.0971608162, output_fired_time: 1.0785671473, propagate_forward_time: 48.3432388306, propagate_backward_time: 73.8325958252, weight_update_time: 0.1774694175, other_time: 2.9826431274
epoch time: 10.6009645462s, input_fired_time: 0.1398623139, output_fired_time: 0.0000000000, propagate_forward_time: 9.9378471375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5232553482
validation[          , genome  4723] predictions:    9529/  10000 (95.29%), best:    9679/10000 (96.79%), error:      1496.20581, best error:      1107.77808 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 127.1933975220s, input_fired_time: 1.0906405449, output_fired_time: 1.0747624636, propagate_forward_time: 48.2981414795, propagate_backward_time: 73.8062973022, weight_update_time: 0.1722270995, other_time: 2.9235610962
epoch time: 10.4137735367s, input_fired_time: 0.1409125328, output_fired_time: 0.0000000000, propagate_forward_time: 9.7384452820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5344161987
validation[          , genome  4723] predictions:    9665/  10000 (96.65%), best:    9679/10000 (96.79%), error:      1148.81421, best error:      1107.77808 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 128.0128173828s, input_fired_time: 1.1071091890, output_fired_time: 1.0856516361, propagate_forward_time: 48.4796905518, propagate_backward_time: 74.3632965088, weight_update_time: 0.1744701117, other_time: 2.9770660400
epoch time: 10.1320924759s, input_fired_time: 0.1392664462, output_fired_time: 0.0000000000, propagate_forward_time: 9.4586620331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341644287
validation[          , genome  4723] predictions:    9672/  10000 (96.72%), best:    9679/10000 (96.79%), error:      1152.52014, best error:      1107.77808 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 127.1258697510s, input_fired_time: 1.0809098482, output_fired_time: 1.0729247332, propagate_forward_time: 48.2760009766, propagate_backward_time: 73.8303756714, weight_update_time: 0.1705573946, other_time: 2.8656616211
epoch time: 10.1189603806s, input_fired_time: 0.1347696781, output_fired_time: 0.0000000000, propagate_forward_time: 9.4756250381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5085659027
validation[          , genome  4723] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1084.80005, best error:      1084.80005 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 125.4215927124s, input_fired_time: 1.0794651508, output_fired_time: 1.0657583475, propagate_forward_time: 47.2981948853, propagate_backward_time: 73.0367202759, weight_update_time: 0.1736865640, other_time: 2.9414520264
epoch time: 10.4768972397s, input_fired_time: 0.1446264684, output_fired_time: 0.0000000000, propagate_forward_time: 9.7849206924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5473499298
validation[          , genome  4723] predictions:    9624/  10000 (96.24%), best:    9687/10000 (96.87%), error:      1239.50842, best error:      1084.80005 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 125.8140640259s, input_fired_time: 1.0821912289, output_fired_time: 1.0651104450, propagate_forward_time: 47.4366378784, propagate_backward_time: 73.3269500732, weight_update_time: 0.1744176596, other_time: 2.9031753540
epoch time: 10.3279438019s, input_fired_time: 0.1366098672, output_fired_time: 0.0000000000, propagate_forward_time: 9.6851911545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061426163
validation[          , genome  4723] predictions:    9650/  10000 (96.50%), best:    9687/10000 (96.87%), error:      1180.38904, best error:      1084.80005 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 127.0499343872s, input_fired_time: 1.0982513428, output_fired_time: 1.0828088522, propagate_forward_time: 48.1213836670, propagate_backward_time: 73.7877349854, weight_update_time: 0.1735835373, other_time: 2.9597549438
epoch time: 10.5012035370s, input_fired_time: 0.1376707852, output_fired_time: 0.0000000000, propagate_forward_time: 9.8502368927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5132961273
validation[          , genome  4723] predictions:    9655/  10000 (96.55%), best:    9687/10000 (96.87%), error:      1200.56543, best error:      1084.80005 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 125.7770385742s, input_fired_time: 1.0911028385, output_fired_time: 1.0716360807, propagate_forward_time: 47.4692230225, propagate_backward_time: 73.1283798218, weight_update_time: 0.1741459817, other_time: 3.0167007446
epoch time: 10.7715291977s, input_fired_time: 0.1461016089, output_fired_time: 0.0000000000, propagate_forward_time: 10.0797681808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5456590652
validation[          , genome  4723] predictions:    9634/  10000 (96.34%), best:    9687/10000 (96.87%), error:      1237.15186, best error:      1084.80005 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 126.7478027344s, input_fired_time: 1.0834742785, output_fired_time: 1.0758303404, propagate_forward_time: 47.9068107605, propagate_backward_time: 73.7650909424, weight_update_time: 0.1736129373, other_time: 2.9165954590
epoch time: 9.9294662476s, input_fired_time: 0.1367402822, output_fired_time: 0.0000000000, propagate_forward_time: 9.2442884445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5484371185
validation[          , genome  4723] predictions:    9677/  10000 (96.77%), best:    9687/10000 (96.87%), error:      1091.47400, best error:      1084.80005 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 127.0350189209s, input_fired_time: 1.0919833183, output_fired_time: 1.0784472227, propagate_forward_time: 48.0247344971, propagate_backward_time: 73.8698959351, weight_update_time: 0.1759834290, other_time: 2.9699630737
epoch time: 9.8125934601s, input_fired_time: 0.1360707581, output_fired_time: 0.0000000000, propagate_forward_time: 9.1497459412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267763138
validation[          , genome  4723] predictions:    9638/  10000 (96.38%), best:    9687/10000 (96.87%), error:      1284.92871, best error:      1084.80005 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 125.7523574829s, input_fired_time: 1.0778647661, output_fired_time: 1.0618051291, propagate_forward_time: 47.6555175781, propagate_backward_time: 73.0667114258, weight_update_time: 0.1706372947, other_time: 2.8904571533
epoch time: 10.4390468597s, input_fired_time: 0.1392976791, output_fired_time: 0.0000000000, propagate_forward_time: 9.7760515213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236978531
validation[          , genome  4723] predictions:    9626/  10000 (96.26%), best:    9687/10000 (96.87%), error:      1245.88403, best error:      1084.80005 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 125.2751007080s, input_fired_time: 1.0628473759, output_fired_time: 1.0653780699, propagate_forward_time: 47.1346168518, propagate_backward_time: 73.1413803101, weight_update_time: 0.1705331951, other_time: 2.8708724976
epoch time: 10.6357746124s, input_fired_time: 0.1435382515, output_fired_time: 0.0000000000, propagate_forward_time: 9.9630947113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291414261
validation[          , genome  4723] predictions:    9652/  10000 (96.52%), best:    9687/10000 (96.87%), error:      1208.98621, best error:      1084.80005 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 126.7672576904s, input_fired_time: 1.0802410841, output_fired_time: 1.0723557472, propagate_forward_time: 47.6940612793, propagate_backward_time: 74.0276489258, weight_update_time: 0.1695625782, other_time: 2.8929519653
epoch time: 10.3560361862s, input_fired_time: 0.1404189467, output_fired_time: 0.0000000000, propagate_forward_time: 9.6921224594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5234947205
validation[          , genome  4723] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1084.14417, best error:      1084.14417 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 124.9138641357s, input_fired_time: 1.0697547197, output_fired_time: 1.0567611456, propagate_forward_time: 47.0481948853, propagate_backward_time: 72.8559265137, weight_update_time: 0.1705243438, other_time: 2.8832244873
epoch time: 10.3552742004s, input_fired_time: 0.1410156190, output_fired_time: 0.0000000000, propagate_forward_time: 9.6895360947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5247220993
validation[          , genome  4723] predictions:    9663/  10000 (96.63%), best:    9679/10000 (96.79%), error:      1134.68359, best error:      1084.14417 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 126.6176147461s, input_fired_time: 1.0827823877, output_fired_time: 1.0728080273, propagate_forward_time: 47.9119110107, propagate_backward_time: 73.6485137939, weight_update_time: 0.1723186523, other_time: 2.9016036987
epoch time: 10.0312643051s, input_fired_time: 0.1363532841, output_fired_time: 0.0000000000, propagate_forward_time: 9.3741512299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5207595825
validation[          , genome  4723] predictions:    9674/  10000 (96.74%), best:    9679/10000 (96.79%), error:      1095.33459, best error:      1084.14417 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 125.5326156616s, input_fired_time: 1.0801801682, output_fired_time: 1.0653905869, propagate_forward_time: 47.3833312988, propagate_backward_time: 73.0726852417, weight_update_time: 0.1716353744, other_time: 2.9310302734
epoch time: 9.6510782242s, input_fired_time: 0.1299648881, output_fired_time: 0.0000000000, propagate_forward_time: 9.0214595795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4996538162
validation[          , genome  4723] predictions:    9636/  10000 (96.36%), best:    9679/10000 (96.79%), error:      1262.27588, best error:      1084.14417 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 124.6510620117s, input_fired_time: 1.0741522312, output_fired_time: 1.0570907593, propagate_forward_time: 46.7932319641, propagate_backward_time: 72.7636413574, weight_update_time: 0.1725757122, other_time: 2.9629516602
epoch time: 10.3802499771s, input_fired_time: 0.1394909471, output_fired_time: 0.0000000000, propagate_forward_time: 9.7124843597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5282745361
validation[          , genome  4723] predictions:    9673/  10000 (96.73%), best:    9679/10000 (96.79%), error:      1107.85938, best error:      1084.14417 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 125.7098999023s, input_fired_time: 1.0788558722, output_fired_time: 1.0586496592, propagate_forward_time: 47.6207656860, propagate_backward_time: 73.0884933472, weight_update_time: 0.1699003279, other_time: 2.8631362915
epoch time: 11.2439117432s, input_fired_time: 0.1540883183, output_fired_time: 0.0000000000, propagate_forward_time: 10.5120592117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5777645111
validation[          , genome  4723] predictions:    9650/  10000 (96.50%), best:    9679/10000 (96.79%), error:      1132.90735, best error:      1084.14417 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 126.1401824951s, input_fired_time: 1.0892220736, output_fired_time: 1.0709162951, propagate_forward_time: 47.6498146057, propagate_backward_time: 73.4303665161, weight_update_time: 0.1725361198, other_time: 2.8998641968
epoch time: 10.3539409637s, input_fired_time: 0.1411432773, output_fired_time: 0.0000000000, propagate_forward_time: 9.6913814545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214166641
validation[          , genome  4723] predictions:    9644/  10000 (96.44%), best:    9679/10000 (96.79%), error:      1158.08240, best error:      1084.14417 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 126.5096664429s, input_fired_time: 1.0934195518, output_fired_time: 1.0689940453, propagate_forward_time: 47.9114799500, propagate_backward_time: 73.5584487915, weight_update_time: 0.1714657098, other_time: 2.8773269653
epoch time: 10.4537029266s, input_fired_time: 0.1402314305, output_fired_time: 0.0000000000, propagate_forward_time: 9.7956657410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5178060532
validation[          , genome  4723] predictions:    9615/  10000 (96.15%), best:    9679/10000 (96.79%), error:      1264.01392, best error:      1084.14417 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 124.3186340332s, input_fired_time: 1.0662696362, output_fired_time: 1.0503729582, propagate_forward_time: 46.8611907959, propagate_backward_time: 72.4352874756, weight_update_time: 0.1700820029, other_time: 2.9055175781
epoch time: 10.4976596832s, input_fired_time: 0.1415525675, output_fired_time: 0.0000000000, propagate_forward_time: 9.8274278641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286788940
validation[          , genome  4723] predictions:    9616/  10000 (96.16%), best:    9679/10000 (96.79%), error:      1193.69958, best error:      1084.14417 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 124.2104644775s, input_fired_time: 1.0726716518, output_fired_time: 1.0638216734, propagate_forward_time: 46.5039215088, propagate_backward_time: 72.6355590820, weight_update_time: 0.1715232879, other_time: 2.9344940186
epoch time: 10.0706634521s, input_fired_time: 0.1368915588, output_fired_time: 0.0000000000, propagate_forward_time: 9.4049139023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5288581848
validation[          , genome  4723] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:      1077.80188, best error:      1077.80188 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 124.7677459717s, input_fired_time: 1.0839225054, output_fired_time: 1.0632075071, propagate_forward_time: 46.8241882324, propagate_backward_time: 72.8455963135, weight_update_time: 0.1705900282, other_time: 2.9508285522
epoch time: 9.6497478485s, input_fired_time: 0.1329009086, output_fired_time: 0.0000000000, propagate_forward_time: 9.0120429993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5048036575
validation[          , genome  4723] predictions:    9642/  10000 (96.42%), best:    9688/10000 (96.88%), error:      1174.43652, best error:      1077.80188 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 125.9798736572s, input_fired_time: 1.0841733217, output_fired_time: 1.0683840513, propagate_forward_time: 47.5510444641, propagate_backward_time: 73.3386383057, weight_update_time: 0.1715536267, other_time: 2.9376373291
epoch time: 10.4729032516s, input_fired_time: 0.1398328394, output_fired_time: 0.0000000000, propagate_forward_time: 9.8166675568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5164031982
validation[          , genome  4723] predictions:    9656/  10000 (96.56%), best:    9688/10000 (96.88%), error:      1193.24097, best error:      1077.80188 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 125.3859634399s, input_fired_time: 1.0826946497, output_fired_time: 1.0606988668, propagate_forward_time: 47.3505287170, propagate_backward_time: 72.9842071533, weight_update_time: 0.1733078212, other_time: 2.9078369141
epoch time: 10.1108465195s, input_fired_time: 0.1359381676, output_fired_time: 0.0000000000, propagate_forward_time: 9.4727172852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5021915436
validation[          , genome  4723] predictions:    9647/  10000 (96.47%), best:    9688/10000 (96.88%), error:      1187.65320, best error:      1077.80188 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 124.7519760132s, input_fired_time: 1.0857378244, output_fired_time: 1.0636448860, propagate_forward_time: 46.9203071594, propagate_backward_time: 72.7576599121, weight_update_time: 0.1705980301, other_time: 2.9246215820
epoch time: 9.9633855820s, input_fired_time: 0.1367236823, output_fired_time: 0.0000000000, propagate_forward_time: 9.3137569427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5129051208
validation[          , genome  4723] predictions:    9665/  10000 (96.65%), best:    9688/10000 (96.88%), error:      1120.74634, best error:      1077.80188 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 125.3969802856s, input_fired_time: 1.0841828585, output_fired_time: 1.0596474409, propagate_forward_time: 47.4555244446, propagate_backward_time: 72.8726882935, weight_update_time: 0.1722499132, other_time: 2.9249343872
epoch time: 10.0874919891s, input_fired_time: 0.1402319223, output_fired_time: 0.0000000000, propagate_forward_time: 9.4146461487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326137543
validation[          , genome  4723] predictions:    9679/  10000 (96.79%), best:    9688/10000 (96.88%), error:      1119.36011, best error:      1077.80188 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 123.4426040649s, input_fired_time: 1.0698156357, output_fired_time: 1.0512627363, propagate_forward_time: 46.4571914673, propagate_backward_time: 71.9531021118, weight_update_time: 0.1727100909, other_time: 2.9112319946
epoch time: 10.0963439941s, input_fired_time: 0.1377765983, output_fired_time: 0.0000000000, propagate_forward_time: 9.4435396194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5150279999
validation[          , genome  4723] predictions:    9639/  10000 (96.39%), best:    9688/10000 (96.88%), error:      1232.25562, best error:      1077.80188 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 127.5802230835s, input_fired_time: 1.0920739174, output_fired_time: 1.0746247768, propagate_forward_time: 48.3757019043, propagate_backward_time: 74.1748733521, weight_update_time: 0.1707502007, other_time: 2.8629531860
epoch time: 9.4750127792s, input_fired_time: 0.1390709430, output_fired_time: 0.0000000000, propagate_forward_time: 8.7246513367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6112909317
validation[          , genome  4723] predictions:    9658/  10000 (96.58%), best:    9688/10000 (96.88%), error:      1161.71033, best error:      1077.80188 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 125.9773635864s, input_fired_time: 1.0790710449, output_fired_time: 1.0674203634, propagate_forward_time: 47.6276969910, propagate_backward_time: 73.2948532104, weight_update_time: 0.1717763096, other_time: 2.9083175659
epoch time: 10.4233484268s, input_fired_time: 0.1384782195, output_fired_time: 0.0000000000, propagate_forward_time: 9.7606210709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5242490768
validation[          , genome  4723] predictions:    9667/  10000 (96.67%), best:    9688/10000 (96.88%), error:      1130.67090, best error:      1077.80188 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 125.0070800781s, input_fired_time: 1.0863214731, output_fired_time: 1.0652784109, propagate_forward_time: 46.9777984619, propagate_backward_time: 72.9298782349, weight_update_time: 0.1720084697, other_time: 2.9478073120
epoch time: 10.4602127075s, input_fired_time: 0.1444229782, output_fired_time: 0.0000000000, propagate_forward_time: 9.7839002609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318899155
validation[          , genome  4723] predictions:    9665/  10000 (96.65%), best:    9688/10000 (96.88%), error:      1126.17468, best error:      1077.80188 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 124.6623840332s, input_fired_time: 1.0761626959, output_fired_time: 1.0602397919, propagate_forward_time: 46.8102874756, propagate_backward_time: 72.8252792358, weight_update_time: 0.1690607369, other_time: 2.8904113770
epoch time: 10.4983701706s, input_fired_time: 0.1401903480, output_fired_time: 0.0000000000, propagate_forward_time: 9.8434000015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5147800446
validation[          , genome  4723] predictions:    9664/  10000 (96.64%), best:    9688/10000 (96.88%), error:      1213.35645, best error:      1077.80188 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 127.3684463501s, input_fired_time: 1.0946191549, output_fired_time: 1.0796504021, propagate_forward_time: 48.3141517639, propagate_backward_time: 73.9644012451, weight_update_time: 0.1722718626, other_time: 2.9156188965
epoch time: 9.0355796814s, input_fired_time: 0.1324531883, output_fired_time: 0.0000000000, propagate_forward_time: 8.3686876297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5344390869
validation[          , genome  4723] predictions:    9697/  10000 (96.97%), best:    9688/10000 (96.88%), error:      1088.89978, best error:      1077.80188 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 124.3969116211s, input_fired_time: 1.0733759403, output_fired_time: 1.0590260029, propagate_forward_time: 46.7990875244, propagate_backward_time: 72.5652618408, weight_update_time: 0.1690865606, other_time: 2.9001541138
epoch time: 10.3665037155s, input_fired_time: 0.1407403201, output_fired_time: 0.0000000000, propagate_forward_time: 9.7115907669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5141725540
validation[          , genome  4723] predictions:    9603/  10000 (96.03%), best:    9688/10000 (96.88%), error:      1303.36584, best error:      1077.80188 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 123.7495956421s, input_fired_time: 1.0848057270, output_fired_time: 1.0451351404, propagate_forward_time: 46.7316703796, propagate_backward_time: 71.9894180298, weight_update_time: 0.1699276119, other_time: 2.8985671997
epoch time: 10.1163682938s, input_fired_time: 0.1388165504, output_fired_time: 0.0000000000, propagate_forward_time: 9.4687824249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087690353
validation[          , genome  4723] predictions:    9677/  10000 (96.77%), best:    9688/10000 (96.88%), error:      1077.82178, best error:      1077.80188 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 125.9137191772s, input_fired_time: 1.0944759846, output_fired_time: 1.0629514456, propagate_forward_time: 47.5203170776, propagate_backward_time: 73.2813415527, weight_update_time: 0.1741661131, other_time: 2.9546356201
epoch time: 10.3207578659s, input_fired_time: 0.1420582682, output_fired_time: 0.0000000000, propagate_forward_time: 9.6550416946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236577988
validation[          , genome  4723] predictions:    9638/  10000 (96.38%), best:    9688/10000 (96.88%), error:      1223.16003, best error:      1077.80188 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 126.1259994507s, input_fired_time: 1.0845152140, output_fired_time: 1.0641930103, propagate_forward_time: 47.7337455750, propagate_backward_time: 73.3706741333, weight_update_time: 0.1729525030, other_time: 2.8728713989
epoch time: 9.9482870102s, input_fired_time: 0.1371610761, output_fired_time: 0.0000000000, propagate_forward_time: 9.2889738083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5221519470
validation[          , genome  4723] predictions:    9675/  10000 (96.75%), best:    9688/10000 (96.88%), error:      1107.03516, best error:      1077.80188 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 125.0455551147s, input_fired_time: 1.0898170471, output_fired_time: 1.0604914427, propagate_forward_time: 47.1665267944, propagate_backward_time: 72.7735977173, weight_update_time: 0.1727840900, other_time: 2.9551162720
epoch time: 9.7904176712s, input_fired_time: 0.1348682940, output_fired_time: 0.0000000000, propagate_forward_time: 9.1493139267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5062351227
validation[          , genome  4723] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1062.40674, best error:      1062.40674 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 126.3240890503s, input_fired_time: 1.0929646492, output_fired_time: 1.0745614767, propagate_forward_time: 47.7194671631, propagate_backward_time: 73.5143127441, weight_update_time: 0.1728592664, other_time: 2.9227828979
epoch time: 10.0022678375s, input_fired_time: 0.1370280683, output_fired_time: 0.0000000000, propagate_forward_time: 9.3467645645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5184755325
validation[          , genome  4723] predictions:    9684/  10000 (96.84%), best:    9682/10000 (96.82%), error:      1083.21350, best error:      1062.40674 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 126.1847076416s, input_fired_time: 1.0900384188, output_fired_time: 1.0726809502, propagate_forward_time: 47.6867713928, propagate_backward_time: 73.4485092163, weight_update_time: 0.1713924408, other_time: 2.8867111206
epoch time: 9.0691108704s, input_fired_time: 0.1318265647, output_fired_time: 0.0000000000, propagate_forward_time: 8.4036054611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336790085
validation[          , genome  4723] predictions:    9678/  10000 (96.78%), best:    9682/10000 (96.82%), error:      1115.07092, best error:      1062.40674 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 125.5364761353s, input_fired_time: 1.0891340971, output_fired_time: 1.0639491081, propagate_forward_time: 47.4516067505, propagate_backward_time: 73.0064239502, weight_update_time: 0.1721848100, other_time: 2.9253616333
epoch time: 10.2077913284s, input_fired_time: 0.1383483410, output_fired_time: 0.0000000000, propagate_forward_time: 9.5666456223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027971268
validation[          , genome  4723] predictions:    9645/  10000 (96.45%), best:    9682/10000 (96.82%), error:      1190.61121, best error:      1062.40674 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 124.9549636841s, input_fired_time: 1.0849137306, output_fired_time: 1.0573841333, propagate_forward_time: 47.4213104248, propagate_backward_time: 72.5098114014, weight_update_time: 0.1701089740, other_time: 2.8815460205
epoch time: 10.3840904236s, input_fired_time: 0.1415896565, output_fired_time: 0.0000000000, propagate_forward_time: 9.7140951157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5284051895
validation[          , genome  4723] predictions:    9675/  10000 (96.75%), best:    9682/10000 (96.82%), error:      1107.13940, best error:      1062.40674 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 125.6823883057s, input_fired_time: 1.0834157467, output_fired_time: 1.0673347712, propagate_forward_time: 47.5568008423, propagate_backward_time: 73.0884552002, weight_update_time: 0.1709310710, other_time: 2.8863830566
epoch time: 9.5718116760s, input_fired_time: 0.1349548399, output_fired_time: 0.0000000000, propagate_forward_time: 8.8999681473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368890762
validation[          , genome  4723] predictions:    9598/  10000 (95.98%), best:    9682/10000 (96.82%), error:      1360.54004, best error:      1062.40674 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 127.2032928467s, input_fired_time: 1.1121714115, output_fired_time: 1.0728206635, propagate_forward_time: 48.2076416016, propagate_backward_time: 73.8500366211, weight_update_time: 0.1738215536, other_time: 2.9606170654
epoch time: 10.2995834351s, input_fired_time: 0.1393254250, output_fired_time: 0.0000000000, propagate_forward_time: 9.6545200348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5057382584
validation[          , genome  4723] predictions:    9675/  10000 (96.75%), best:    9682/10000 (96.82%), error:      1086.19019, best error:      1062.40674 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 125.0551147461s, input_fired_time: 1.0934798717, output_fired_time: 1.0617480278, propagate_forward_time: 47.3840293884, propagate_backward_time: 72.6153564453, weight_update_time: 0.1706271470, other_time: 2.9004974365
epoch time: 10.2824430466s, input_fired_time: 0.1392592937, output_fired_time: 0.0000000000, propagate_forward_time: 9.6267261505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5164575577
validation[          , genome  4723] predictions:    9674/  10000 (96.74%), best:    9682/10000 (96.82%), error:      1092.66064, best error:      1062.40674 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 126.8259506226s, input_fired_time: 1.0964934826, output_fired_time: 1.0783131123, propagate_forward_time: 48.0220489502, propagate_backward_time: 73.7150955200, weight_update_time: 0.1721861959, other_time: 2.9139938354
epoch time: 10.4406509399s, input_fired_time: 0.1390727311, output_fired_time: 0.0000000000, propagate_forward_time: 9.7953395844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5062389374
validation[          , genome  4723] predictions:    9681/  10000 (96.81%), best:    9682/10000 (96.82%), error:      1081.88342, best error:      1062.40674 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 125.5396881104s, input_fired_time: 1.1030759811, output_fired_time: 1.0737105608, propagate_forward_time: 47.3035316467, propagate_backward_time: 73.0865936279, weight_update_time: 0.1733077914, other_time: 2.9727783203
epoch time: 10.1506786346s, input_fired_time: 0.1401502043, output_fired_time: 0.0000000000, propagate_forward_time: 9.4964666367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5140619278
validation[          , genome  4723] predictions:    9620/  10000 (96.20%), best:    9682/10000 (96.82%), error:      1273.70471, best error:      1062.40674 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 125.3834915161s, input_fired_time: 1.1034446955, output_fired_time: 1.0601832867, propagate_forward_time: 47.3884544373, propagate_backward_time: 72.8607864380, weight_update_time: 0.1734024733, other_time: 2.9706192017
epoch time: 10.2893753052s, input_fired_time: 0.1396124065, output_fired_time: 0.0000000000, propagate_forward_time: 9.6486234665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5011396408
validation[          , genome  4723] predictions:    9686/  10000 (96.86%), best:    9682/10000 (96.82%), error:      1106.32349, best error:      1062.40674 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 127.1349792480s, input_fired_time: 1.1003578901, output_fired_time: 1.0748616457, propagate_forward_time: 48.2512245178, propagate_backward_time: 73.7946090698, weight_update_time: 0.1733385175, other_time: 2.9139328003
epoch time: 9.8666019440s, input_fired_time: 0.1389264017, output_fired_time: 0.0000000000, propagate_forward_time: 9.2000379562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5276374817
validation[          , genome  4723] predictions:    9659/  10000 (96.59%), best:    9682/10000 (96.82%), error:      1133.96533, best error:      1062.40674 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 124.7311401367s, input_fired_time: 1.0959775448, output_fired_time: 1.0671180487, propagate_forward_time: 46.9793434143, propagate_backward_time: 72.6282196045, weight_update_time: 0.1710953116, other_time: 2.9604797363
epoch time: 10.2867259979s, input_fired_time: 0.1397301853, output_fired_time: 0.0000000000, propagate_forward_time: 9.6360731125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109224319
validation[          , genome  4723] predictions:    9662/  10000 (96.62%), best:    9682/10000 (96.82%), error:      1160.24182, best error:      1062.40674 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 127.1126403809s, input_fired_time: 1.1092151403, output_fired_time: 1.0774589777, propagate_forward_time: 48.1354827881, propagate_backward_time: 73.8919067383, weight_update_time: 0.1719947159, other_time: 2.8985748291
epoch time: 9.8725795746s, input_fired_time: 0.1417056322, output_fired_time: 0.0000000000, propagate_forward_time: 9.1920995712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387744904
validation[          , genome  4723] predictions:    9683/  10000 (96.83%), best:    9682/10000 (96.82%), error:      1102.93860, best error:      1062.40674 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 124.8571090698s, input_fired_time: 1.0942102671, output_fired_time: 1.0526942015, propagate_forward_time: 47.1005363464, propagate_backward_time: 72.6924591064, weight_update_time: 0.1721861064, other_time: 2.9172058105
epoch time: 10.2092027664s, input_fired_time: 0.1412276179, output_fired_time: 0.0000000000, propagate_forward_time: 9.5476198196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5203552246
validation[          , genome  4723] predictions:    9657/  10000 (96.57%), best:    9682/10000 (96.82%), error:      1130.81042, best error:      1062.40674 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 126.6866226196s, input_fired_time: 1.0966761112, output_fired_time: 1.0712193251, propagate_forward_time: 48.0459671021, propagate_backward_time: 73.6092300415, weight_update_time: 0.1708542854, other_time: 2.8635253906
epoch time: 10.3446388245s, input_fired_time: 0.1412999332, output_fired_time: 0.0000000000, propagate_forward_time: 9.6948041916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5085344315
validation[          , genome  4723] predictions:    9656/  10000 (96.56%), best:    9682/10000 (96.82%), error:      1152.49438, best error:      1062.40674 on epoch:    75, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 126.6897735596s, input_fired_time: 1.0914021730, output_fired_time: 1.0666615963, propagate_forward_time: 48.1769065857, propagate_backward_time: 73.5128402710, weight_update_time: 0.1698414981, other_time: 2.8419723511
epoch time: 10.4075345993s, input_fired_time: 0.1431763023, output_fired_time: 0.0000000000, propagate_forward_time: 9.7360754013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5282831192
validation[          , genome  4723] predictions:    9678/  10000 (96.78%), best:    9682/10000 (96.82%), error:      1123.43750, best error:      1062.40674 on epoch:    75, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 125.8765716553s, input_fired_time: 1.1003266573, output_fired_time: 1.0729815960, propagate_forward_time: 47.4992332458, propagate_backward_time: 73.2680892944, weight_update_time: 0.1719272137, other_time: 2.9359359741
epoch time: 10.1300210953s, input_fired_time: 0.1395302415, output_fired_time: 0.0000000000, propagate_forward_time: 9.4719963074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5184946060
validation[          , genome  4723] predictions:    9654/  10000 (96.54%), best:    9682/10000 (96.82%), error:      1155.73767, best error:      1062.40674 on epoch:    75, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 127.0486526489s, input_fired_time: 1.1129298210, output_fired_time: 1.0790910721, propagate_forward_time: 48.0055885315, propagate_backward_time: 73.8786163330, weight_update_time: 0.1740638018, other_time: 2.9724273682
epoch time: 10.3554954529s, input_fired_time: 0.1443350166, output_fired_time: 0.0000000000, propagate_forward_time: 9.6873970032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5237636566
validation[          , genome  4723] predictions:    9677/  10000 (96.77%), best:    9682/10000 (96.82%), error:      1150.26904, best error:      1062.40674 on epoch:    75, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 125.6752319336s, input_fired_time: 1.0957943201, output_fired_time: 1.0670568943, propagate_forward_time: 47.7306251526, propagate_backward_time: 72.9237976074, weight_update_time: 0.1715778410, other_time: 2.8579559326
epoch time: 9.7471399307s, input_fired_time: 0.1415468007, output_fired_time: 0.0000000000, propagate_forward_time: 9.0374975204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5680952072
validation[          , genome  4723] predictions:    9647/  10000 (96.47%), best:    9682/10000 (96.82%), error:      1219.18237, best error:      1062.40674 on epoch:    75, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 126.0069198608s, input_fired_time: 1.1004164219, output_fired_time: 1.0676579475, propagate_forward_time: 47.6268463135, propagate_backward_time: 73.2995376587, weight_update_time: 0.1715661436, other_time: 2.9124603271
epoch time: 10.3123340607s, input_fired_time: 0.1388598382, output_fired_time: 0.0000000000, propagate_forward_time: 9.6716289520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5018453598
validation[          , genome  4723] predictions:    9634/  10000 (96.34%), best:    9682/10000 (96.82%), error:      1276.72705, best error:      1062.40674 on epoch:    75, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 125.4913864136s, input_fired_time: 1.1054397821, output_fired_time: 1.0632039309, propagate_forward_time: 47.5325088501, propagate_backward_time: 72.8645401001, weight_update_time: 0.1718178689, other_time: 2.9256973267
epoch time: 10.4586858749s, input_fired_time: 0.1440212280, output_fired_time: 0.0000000000, propagate_forward_time: 9.7810888290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335760117
validation[          , genome  4723] predictions:    9636/  10000 (96.36%), best:    9682/10000 (96.82%), error:      1274.17456, best error:      1062.40674 on epoch:    75, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 126.7513885498s, input_fired_time: 1.0944782495, output_fired_time: 1.0689190626, propagate_forward_time: 48.0588569641, propagate_backward_time: 73.6505661011, weight_update_time: 0.1713166088, other_time: 2.8785781860
epoch time: 10.2921037674s, input_fired_time: 0.1420827955, output_fired_time: 0.0000000000, propagate_forward_time: 9.6362247467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5137958527
validation[          , genome  4723] predictions:    9638/  10000 (96.38%), best:    9682/10000 (96.82%), error:      1270.77576, best error:      1062.40674 on epoch:    75, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 125.4218139648s, input_fired_time: 1.1001938581, output_fired_time: 1.0597054958, propagate_forward_time: 47.5271301270, propagate_backward_time: 72.8329238892, weight_update_time: 0.1718615443, other_time: 2.9018554688
epoch time: 10.3946456909s, input_fired_time: 0.1415297836, output_fired_time: 0.0000000000, propagate_forward_time: 9.7376346588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5154809952
validation[          , genome  4723] predictions:    9669/  10000 (96.69%), best:    9682/10000 (96.82%), error:      1093.46667, best error:      1062.40674 on epoch:    75, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 126.8400878906s, input_fired_time: 1.1048996449, output_fired_time: 1.0705826283, propagate_forward_time: 48.1385803223, propagate_backward_time: 73.6578445435, weight_update_time: 0.1712688804, other_time: 2.8681869507
epoch time: 10.5557537079s, input_fired_time: 0.1456499398, output_fired_time: 0.0000000000, propagate_forward_time: 9.8780632019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5320405960
validation[          , genome  4723] predictions:    9666/  10000 (96.66%), best:    9682/10000 (96.82%), error:      1154.01135, best error:      1062.40674 on epoch:    75, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 126.6307754517s, input_fired_time: 1.0987472534, output_fired_time: 1.0642635822, propagate_forward_time: 48.0513763428, propagate_backward_time: 73.5609436035, weight_update_time: 0.1722682416, other_time: 2.8554458618
epoch time: 10.2835035324s, input_fired_time: 0.1394124478, output_fired_time: 0.0000000000, propagate_forward_time: 9.6463098526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977807999
validation[          , genome  4723] predictions:    9690/  10000 (96.90%), best:    9682/10000 (96.82%), error:      1100.35254, best error:      1062.40674 on epoch:    75, 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: 51.3726615906s, input_fired_time: 0.6910482645, output_fired_time: 0.0000000000, propagate_forward_time: 48.0224113464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6592025757
best training[          , genome  4723] predictions:   49240/  50000 (98.48%), best:    9682/10000 (96.82%), error:      2837.14014, best error:      1062.40674 on epoch:    75, 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: 9.9835367203s, input_fired_time: 0.1366866678, output_fired_time: 0.0000000000, propagate_forward_time: 9.3450422287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5018081665
   testing[          , genome  4723] predictions:    9695/  10000 (96.95%), best:    9682/10000 (96.82%), error:       966.58276, best error:      1062.40674 on epoch:    75, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:48:50 (3868): called boinc_finish(0)

</stderr_txt>
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