Nameexact_genome_1512568488_42_6175_1
Workunit2602132
Created7 Dec 2017, 18:22:48 UTC
Sent7 Dec 2017, 18:29:39 UTC
Report deadline11 Dec 2017, 6:54:58 UTC
Received7 Dec 2017, 20:27:38 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 57 min 2 sec
CPU time1 hours 56 min 58 sec
Validate stateValid
Credit879.40
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.96 MB
Peak swap size154.44 MB
Peak disk usage1.96 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1200953126, output_fired_time: 0.0000000000, propagate_forward_time: 4.8042459488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4572052956
validation[          , genome  6175] predictions:    9611/  10000 (96.11%), best:    9650/10000 (96.50%), error:      1234.49646, best error:      1184.41174 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 63.6524200439s, input_fired_time: 0.9739518166, output_fired_time: 0.9332331419, propagate_forward_time: 24.0081367493, propagate_backward_time: 35.1980056763, weight_update_time: 0.1285692751, other_time: 2.5390930176
epoch time: 5.3432741165s, input_fired_time: 0.1165913865, output_fired_time: 0.0000000000, propagate_forward_time: 4.7767934799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498891830
validation[          , genome  6175] predictions:    9638/  10000 (96.38%), best:    9650/10000 (96.50%), error:      1189.18298, best error:      1184.41174 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 63.7821617126s, input_fired_time: 0.9783428311, output_fired_time: 0.9324247241, propagate_forward_time: 24.0580177307, propagate_backward_time: 35.2680854797, weight_update_time: 0.1292309612, other_time: 2.5452880859
epoch time: 5.3896131516s, input_fired_time: 0.1263082623, output_fired_time: 0.0000000000, propagate_forward_time: 4.8092293739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540753365
validation[          , genome  6175] predictions:    9649/  10000 (96.49%), best:    9650/10000 (96.50%), error:      1187.79395, best error:      1184.41174 on epoch:     7, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 63.6611480713s, input_fired_time: 0.9780386090, output_fired_time: 0.9341179132, propagate_forward_time: 24.0184574127, propagate_backward_time: 35.1738815308, weight_update_time: 0.1277462244, other_time: 2.5566558838
epoch time: 5.3822464943s, input_fired_time: 0.1198436990, output_fired_time: 0.0000000000, propagate_forward_time: 4.8042182922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581847191
validation[          , genome  6175] predictions:    9631/  10000 (96.31%), best:    9650/10000 (96.50%), error:      1253.04504, best error:      1184.41174 on epoch:     7, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 63.6536293030s, input_fired_time: 0.9822156429, output_fired_time: 0.9349550009, propagate_forward_time: 24.0113334656, propagate_backward_time: 35.1623344421, weight_update_time: 0.1274300218, other_time: 2.5627899170
epoch time: 5.3945627213s, input_fired_time: 0.1180791333, output_fired_time: 0.0000000000, propagate_forward_time: 4.8147878647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4616956711
validation[          , genome  6175] predictions:    9600/  10000 (96.00%), best:    9650/10000 (96.50%), error:      1364.09143, best error:      1184.41174 on epoch:     7, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 63.3242149353s, input_fired_time: 0.9752248526, output_fired_time: 0.9260854721, propagate_forward_time: 23.9333591461, propagate_backward_time: 34.9245948792, weight_update_time: 0.1269611120, other_time: 2.5649528503
epoch time: 5.3576893806s, input_fired_time: 0.1185349226, output_fired_time: 0.0000000000, propagate_forward_time: 4.7783975601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4607567787
validation[          , genome  6175] predictions:    9624/  10000 (96.24%), best:    9650/10000 (96.50%), error:      1226.48364, best error:      1184.41174 on epoch:     7, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 63.6948204041s, input_fired_time: 0.9681065679, output_fired_time: 0.9406665564, propagate_forward_time: 24.0473747253, propagate_backward_time: 35.2713661194, weight_update_time: 0.1268926710, other_time: 2.4673080444
epoch time: 5.3801407814s, input_fired_time: 0.1214301363, output_fired_time: 0.0000000000, propagate_forward_time: 4.8077983856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509124756
validation[          , genome  6175] predictions:    9643/  10000 (96.43%), best:    9643/10000 (96.43%), error:      1149.37231, best error:      1149.37231 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 63.4809761047s, input_fired_time: 0.9729101062, output_fired_time: 0.9265043139, propagate_forward_time: 23.9607200623, propagate_backward_time: 35.0689430237, weight_update_time: 0.1283142418, other_time: 2.5518951416
epoch time: 5.3681468964s, input_fired_time: 0.1201443598, output_fired_time: 0.0000000000, propagate_forward_time: 4.7887578011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592447281
validation[          , genome  6175] predictions:    9621/  10000 (96.21%), best:    9643/10000 (96.43%), error:      1255.83386, best error:      1149.37231 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 63.7882614136s, input_fired_time: 0.9863933921, output_fired_time: 0.9385695457, propagate_forward_time: 24.0654525757, propagate_backward_time: 35.2326049805, weight_update_time: 0.1293354928, other_time: 2.5652427673
epoch time: 5.3912696838s, input_fired_time: 0.1237406284, output_fired_time: 0.0000000000, propagate_forward_time: 4.8090343475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4584946632
validation[          , genome  6175] predictions:    9573/  10000 (95.73%), best:    9643/10000 (96.43%), error:      1371.32251, best error:      1149.37231 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 63.6859130859s, input_fired_time: 0.9844601154, output_fired_time: 0.9349308014, propagate_forward_time: 24.0374851227, propagate_backward_time: 35.2046089172, weight_update_time: 0.1271758527, other_time: 2.5244331360
epoch time: 5.3889212608s, input_fired_time: 0.1195211709, output_fired_time: 0.0000000000, propagate_forward_time: 4.8206310272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487690926
validation[          , genome  6175] predictions:    9657/  10000 (96.57%), best:    9657/10000 (96.57%), error:      1093.65759, best error:      1093.65759 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 63.6663970947s, input_fired_time: 0.9795827270, output_fired_time: 0.9391514063, propagate_forward_time: 24.0373764038, propagate_backward_time: 35.1402282715, weight_update_time: 0.1282156408, other_time: 2.5700569153
epoch time: 5.3895697594s, input_fired_time: 0.1195407808, output_fired_time: 0.0000000000, propagate_forward_time: 4.8107800484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592490196
validation[          , genome  6175] predictions:    9640/  10000 (96.40%), best:    9657/10000 (96.57%), error:      1134.92285, best error:      1093.65759 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 63.6495742798s, input_fired_time: 0.9821103215, output_fired_time: 0.9382542968, propagate_forward_time: 24.0095901489, propagate_backward_time: 35.2244186401, weight_update_time: 0.1276644915, other_time: 2.4952011108
epoch time: 5.3649606705s, input_fired_time: 0.1239764020, output_fired_time: 0.0000000000, propagate_forward_time: 4.7923884392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4485960007
validation[          , genome  6175] predictions:    9619/  10000 (96.19%), best:    9657/10000 (96.57%), error:      1262.77502, best error:      1093.65759 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 63.4929389954s, input_fired_time: 0.9769268036, output_fired_time: 0.9322143793, propagate_forward_time: 24.0045127869, propagate_backward_time: 35.1030387878, weight_update_time: 0.1269818395, other_time: 2.4762496948
epoch time: 5.3702983856s, input_fired_time: 0.1263710260, output_fired_time: 0.0000000000, propagate_forward_time: 4.7946333885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492940903
validation[          , genome  6175] predictions:    9634/  10000 (96.34%), best:    9657/10000 (96.57%), error:      1213.49426, best error:      1093.65759 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 63.8271064758s, input_fired_time: 0.9878293276, output_fired_time: 0.9408786893, propagate_forward_time: 24.0742111206, propagate_backward_time: 35.2617111206, weight_update_time: 0.1284266412, other_time: 2.5624732971
epoch time: 5.3978481293s, input_fired_time: 0.1252022684, output_fired_time: 0.0000000000, propagate_forward_time: 4.8136086464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590373039
validation[          , genome  6175] predictions:    9644/  10000 (96.44%), best:    9657/10000 (96.57%), error:      1208.81567, best error:      1093.65759 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 63.7457008362s, input_fired_time: 0.9841222167, output_fired_time: 0.9373576641, propagate_forward_time: 24.0696086884, propagate_backward_time: 35.2822914124, weight_update_time: 0.1255224049, other_time: 2.4723167419
epoch time: 5.3927841187s, input_fired_time: 0.1244513988, output_fired_time: 0.0000000000, propagate_forward_time: 4.8205642700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477682114
validation[          , genome  6175] predictions:    9668/  10000 (96.68%), best:    9657/10000 (96.57%), error:      1122.68494, best error:      1093.65759 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 63.5427856445s, input_fired_time: 0.9890004992, output_fired_time: 0.9314556718, propagate_forward_time: 24.0124931335, propagate_backward_time: 35.1120185852, weight_update_time: 0.1270977110, other_time: 2.4978141785
epoch time: 5.3547282219s, input_fired_time: 0.1197919995, output_fired_time: 0.0000000000, propagate_forward_time: 4.7877488136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471874237
validation[          , genome  6175] predictions:    9678/  10000 (96.78%), best:    9657/10000 (96.57%), error:      1110.62744, best error:      1093.65759 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 63.8534317017s, input_fired_time: 0.9898207784, output_fired_time: 0.9386798739, propagate_forward_time: 24.0802822113, propagate_backward_time: 35.2786140442, weight_update_time: 0.1301244944, other_time: 2.5660362244
epoch time: 5.3930816650s, input_fired_time: 0.1292589456, output_fired_time: 0.0000000000, propagate_forward_time: 4.8046622276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4591603279
validation[          , genome  6175] predictions:    9599/  10000 (95.99%), best:    9657/10000 (96.57%), error:      1349.37695, best error:      1093.65759 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 63.4774017334s, input_fired_time: 0.9866668582, output_fired_time: 0.9245082736, propagate_forward_time: 23.9843196869, propagate_backward_time: 35.0203323364, weight_update_time: 0.1276880205, other_time: 2.5615768433
epoch time: 5.3763179779s, input_fired_time: 0.1231823564, output_fired_time: 0.0000000000, propagate_forward_time: 4.7936129570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595227242
validation[          , genome  6175] predictions:    9660/  10000 (96.60%), best:    9657/10000 (96.57%), error:      1192.30249, best error:      1093.65759 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 63.7573966980s, input_fired_time: 0.9904904962, output_fired_time: 0.9334859252, propagate_forward_time: 24.0440883636, propagate_backward_time: 35.2232742310, weight_update_time: 0.1274642199, other_time: 2.5660552979
epoch time: 5.3584179878s, input_fired_time: 0.1236149594, output_fired_time: 0.0000000000, propagate_forward_time: 4.7851428986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4496603012
validation[          , genome  6175] predictions:    9599/  10000 (95.99%), best:    9657/10000 (96.57%), error:      1260.13257, best error:      1093.65759 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 63.5475883484s, input_fired_time: 0.9954489470, output_fired_time: 0.9308530688, propagate_forward_time: 23.9853172302, propagate_backward_time: 35.0780601501, weight_update_time: 0.1275585294, other_time: 2.5579071045
epoch time: 5.3801364899s, input_fired_time: 0.1243706197, output_fired_time: 0.0000000000, propagate_forward_time: 4.7974433899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4583225250
validation[          , genome  6175] predictions:    9653/  10000 (96.53%), best:    9657/10000 (96.57%), error:      1094.05945, best error:      1093.65759 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 63.6938667297s, input_fired_time: 0.9871078730, output_fired_time: 0.9359927177, propagate_forward_time: 24.0287895203, propagate_backward_time: 35.2664527893, weight_update_time: 0.1271131039, other_time: 2.4755249023
epoch time: 5.3760032654s, input_fired_time: 0.1232570484, output_fired_time: 0.0000000000, propagate_forward_time: 4.8044877052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482584000
validation[          , genome  6175] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1066.36218, best error:      1066.36218 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 63.5689315796s, input_fired_time: 0.9905934930, output_fired_time: 0.9297224879, propagate_forward_time: 23.9873008728, propagate_backward_time: 35.1096878052, weight_update_time: 0.1275903136, other_time: 2.5516281128
epoch time: 5.3704671860s, input_fired_time: 0.1269689500, output_fired_time: 0.0000000000, propagate_forward_time: 4.7859268188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575715065
validation[          , genome  6175] predictions:    9623/  10000 (96.23%), best:    9671/10000 (96.71%), error:      1206.69128, best error:      1066.36218 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 63.5104522705s, input_fired_time: 0.9975575209, output_fired_time: 0.9265400767, propagate_forward_time: 23.9703464508, propagate_backward_time: 35.0595664978, weight_update_time: 0.1277584881, other_time: 2.5564384460
epoch time: 5.3828487396s, input_fired_time: 0.1211657152, output_fired_time: 0.0000000000, propagate_forward_time: 4.8028197289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588632584
validation[          , genome  6175] predictions:    9677/  10000 (96.77%), best:    9671/10000 (96.71%), error:      1122.05078, best error:      1066.36218 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 63.3993301392s, input_fired_time: 0.9797292948, output_fired_time: 0.9286804199, propagate_forward_time: 23.9618892670, propagate_backward_time: 35.0453643799, weight_update_time: 0.1263651103, other_time: 2.4836654663
epoch time: 5.3828630447s, input_fired_time: 0.1220400855, output_fired_time: 0.0000000000, propagate_forward_time: 4.8112640381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4495587349
validation[          , genome  6175] predictions:    9639/  10000 (96.39%), best:    9671/10000 (96.71%), error:      1252.66016, best error:      1066.36218 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 63.7422790527s, input_fired_time: 0.9854242206, output_fired_time: 0.9362124801, propagate_forward_time: 24.0712184906, propagate_backward_time: 35.2364730835, weight_update_time: 0.1282829791, other_time: 2.5129547119
epoch time: 5.3817772865s, input_fired_time: 0.1199282780, output_fired_time: 0.0000000000, propagate_forward_time: 4.8165464401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4453024864
validation[          , genome  6175] predictions:    9641/  10000 (96.41%), best:    9671/10000 (96.71%), error:      1224.57324, best error:      1066.36218 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 63.7893981934s, input_fired_time: 0.9892542958, output_fired_time: 0.9392637610, propagate_forward_time: 24.0587539673, propagate_backward_time: 35.2406578064, weight_update_time: 0.1277806759, other_time: 2.5614700317
epoch time: 5.3921933174s, input_fired_time: 0.1208406389, output_fired_time: 0.0000000000, propagate_forward_time: 4.8140873909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4572653770
validation[          , genome  6175] predictions:    9689/  10000 (96.89%), best:    9689/10000 (96.89%), error:      1045.39697, best error:      1045.39697 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 63.6436767578s, input_fired_time: 0.9916844964, output_fired_time: 0.9327864647, propagate_forward_time: 24.0209770203, propagate_backward_time: 35.1418457031, weight_update_time: 0.1287533194, other_time: 2.5563850403
epoch time: 5.3755044937s, input_fired_time: 0.1213626340, output_fired_time: 0.0000000000, propagate_forward_time: 4.7966713905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574704170
validation[          , genome  6175] predictions:    9602/  10000 (96.02%), best:    9689/10000 (96.89%), error:      1299.16248, best error:      1045.39697 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 63.6808395386s, input_fired_time: 0.9905948043, output_fired_time: 0.9326260090, propagate_forward_time: 24.0155334473, propagate_backward_time: 35.2253456116, weight_update_time: 0.1270959973, other_time: 2.5167427063
epoch time: 5.3607454300s, input_fired_time: 0.1248298138, output_fired_time: 0.0000000000, propagate_forward_time: 4.7881965637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477190971
validation[          , genome  6175] predictions:    9659/  10000 (96.59%), best:    9689/10000 (96.89%), error:      1114.94226, best error:      1045.39697 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 63.7408523560s, input_fired_time: 0.9997181296, output_fired_time: 0.9355682731, propagate_forward_time: 24.0440177917, propagate_backward_time: 35.2034149170, weight_update_time: 0.1278058439, other_time: 2.5581321716
epoch time: 5.3845262527s, input_fired_time: 0.1214578971, output_fired_time: 0.0000000000, propagate_forward_time: 4.8135871887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494810104
validation[          , genome  6175] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:      1029.44775, best error:      1029.44775 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 63.3981590271s, input_fired_time: 0.9925280809, output_fired_time: 0.9212586284, propagate_forward_time: 23.9450130463, propagate_backward_time: 34.9780960083, weight_update_time: 0.1269750446, other_time: 2.5612640381
epoch time: 5.3955931664s, input_fired_time: 0.1281168014, output_fired_time: 0.0000000000, propagate_forward_time: 4.8080086708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4594678879
validation[          , genome  6175] predictions:    9646/  10000 (96.46%), best:    9705/10000 (97.05%), error:      1133.24622, best error:      1029.44775 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 63.6896095276s, input_fired_time: 0.9866936207, output_fired_time: 0.9345583916, propagate_forward_time: 24.0364093781, propagate_backward_time: 35.2392234802, weight_update_time: 0.1286050975, other_time: 2.4927253723
epoch time: 5.3905787468s, input_fired_time: 0.1262201965, output_fired_time: 0.0000000000, propagate_forward_time: 4.8165860176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477725029
validation[          , genome  6175] predictions:    9554/  10000 (95.54%), best:    9705/10000 (97.05%), error:      1409.34521, best error:      1029.44775 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 63.8959388733s, input_fired_time: 1.0024547577, output_fired_time: 0.9364069700, propagate_forward_time: 24.0833778381, propagate_backward_time: 35.3185501099, weight_update_time: 0.1292155385, other_time: 2.5551528931
epoch time: 5.4015145302s, input_fired_time: 0.1229764521, output_fired_time: 0.0000000000, propagate_forward_time: 4.8196239471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589142799
validation[          , genome  6175] predictions:    9619/  10000 (96.19%), best:    9705/10000 (97.05%), error:      1228.07568, best error:      1029.44775 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 63.6075668335s, input_fired_time: 0.9865036011, output_fired_time: 0.9323582649, propagate_forward_time: 24.0206508636, propagate_backward_time: 35.1962738037, weight_update_time: 0.1268529892, other_time: 2.4717788696
epoch time: 5.3692183495s, input_fired_time: 0.1239884272, output_fired_time: 0.0000000000, propagate_forward_time: 4.7946991920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505305290
validation[          , genome  6175] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:      1018.21973, best error:      1018.21973 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 63.4342765808s, input_fired_time: 0.9916610718, output_fired_time: 0.9315801859, propagate_forward_time: 23.9695014954, propagate_backward_time: 35.0657005310, weight_update_time: 0.1251703650, other_time: 2.4758338928
epoch time: 5.3516044617s, input_fired_time: 0.1260685772, output_fired_time: 0.0000000000, propagate_forward_time: 4.7765407562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489951134
validation[          , genome  6175] predictions:    9695/  10000 (96.95%), best:    9709/10000 (97.09%), error:      1075.46118, best error:      1018.21973 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 63.7372436523s, input_fired_time: 0.9893954992, output_fired_time: 0.9363552332, propagate_forward_time: 24.0127372742, propagate_backward_time: 35.2963600159, weight_update_time: 0.1277932227, other_time: 2.5023956299
epoch time: 5.3979234695s, input_fired_time: 0.1263312995, output_fired_time: 0.0000000000, propagate_forward_time: 4.8110880852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4605040550
validation[          , genome  6175] predictions:    9671/  10000 (96.71%), best:    9709/10000 (97.09%), error:      1082.49194, best error:      1018.21973 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 63.6543273926s, input_fired_time: 0.9864019156, output_fired_time: 0.9312365651, propagate_forward_time: 24.0026531219, propagate_backward_time: 35.2579536438, weight_update_time: 0.1264763176, other_time: 2.4760856628
epoch time: 5.3713402748s, input_fired_time: 0.1200312823, output_fired_time: 0.0000000000, propagate_forward_time: 4.8044452667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4468636513
validation[          , genome  6175] predictions:    9600/  10000 (96.00%), best:    9709/10000 (97.09%), error:      1274.59839, best error:      1018.21973 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 63.6340217590s, input_fired_time: 0.9960983396, output_fired_time: 0.9295541048, propagate_forward_time: 24.0070056915, propagate_backward_time: 35.1407661438, weight_update_time: 0.1284401715, other_time: 2.5605964661
epoch time: 5.3950805664s, input_fired_time: 0.1252988875, output_fired_time: 0.0000000000, propagate_forward_time: 4.8143453598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4554362297
validation[          , genome  6175] predictions:    9662/  10000 (96.62%), best:    9709/10000 (97.09%), error:      1061.02930, best error:      1018.21973 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 63.8424682617s, input_fired_time: 0.9883044362, output_fired_time: 0.9387431741, propagate_forward_time: 24.0771942139, propagate_backward_time: 35.3538551331, weight_update_time: 0.1284235716, other_time: 2.4843711853
epoch time: 5.3812613487s, input_fired_time: 0.1207505018, output_fired_time: 0.0000000000, propagate_forward_time: 4.8121995926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4483113289
validation[          , genome  6175] predictions:    9625/  10000 (96.25%), best:    9709/10000 (97.09%), error:      1242.72961, best error:      1018.21973 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 63.6877288818s, input_fired_time: 0.9952108860, output_fired_time: 0.9385791421, propagate_forward_time: 23.9989128113, propagate_backward_time: 35.1935882568, weight_update_time: 0.1281195432, other_time: 2.5614356995
epoch time: 5.3787651062s, input_fired_time: 0.1215301231, output_fired_time: 0.0000000000, propagate_forward_time: 4.7983751297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588599205
validation[          , genome  6175] predictions:    9661/  10000 (96.61%), best:    9709/10000 (97.09%), error:      1088.51819, best error:      1018.21973 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 63.8416519165s, input_fired_time: 1.0019696951, output_fired_time: 0.9427909851, propagate_forward_time: 24.0482444763, propagate_backward_time: 35.2896041870, weight_update_time: 0.1287187338, other_time: 2.5590438843
epoch time: 5.3821487427s, input_fired_time: 0.1284537911, output_fired_time: 0.0000000000, propagate_forward_time: 4.8063845634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4473104477
validation[          , genome  6175] predictions:    9640/  10000 (96.40%), best:    9709/10000 (97.09%), error:      1181.80310, best error:      1018.21973 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 63.6030616760s, input_fired_time: 1.0044025183, output_fired_time: 0.9333987236, propagate_forward_time: 23.9876022339, propagate_backward_time: 35.1125831604, weight_update_time: 0.1280814111, other_time: 2.5650749207
epoch time: 5.3899469376s, input_fired_time: 0.1263021827, output_fired_time: 0.0000000000, propagate_forward_time: 4.8054013252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582433701
validation[          , genome  6175] predictions:    9680/  10000 (96.80%), best:    9709/10000 (97.09%), error:      1098.07410, best error:      1018.21973 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 63.8216934204s, input_fired_time: 0.9924274683, output_fired_time: 0.9370249510, propagate_forward_time: 24.0468006134, propagate_backward_time: 35.2896728516, weight_update_time: 0.1285782307, other_time: 2.5557708740
epoch time: 5.3927965164s, input_fired_time: 0.1273640692, output_fired_time: 0.0000000000, propagate_forward_time: 4.8058333397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595990181
validation[          , genome  6175] predictions:    9693/  10000 (96.93%), best:    9709/10000 (97.09%), error:      1043.27612, best error:      1018.21973 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 63.7714920044s, input_fired_time: 0.9985181093, output_fired_time: 0.9327182770, propagate_forward_time: 24.0495700836, propagate_backward_time: 35.2285881042, weight_update_time: 0.1279451847, other_time: 2.5620994568
epoch time: 5.3813276291s, input_fired_time: 0.1222604886, output_fired_time: 0.0000000000, propagate_forward_time: 4.8003797531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4586873055
validation[          , genome  6175] predictions:    9665/  10000 (96.65%), best:    9709/10000 (97.09%), error:      1136.17810, best error:      1018.21973 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 63.3889923096s, input_fired_time: 0.9796608090, output_fired_time: 0.9252167344, propagate_forward_time: 23.9329719543, propagate_backward_time: 35.0736160278, weight_update_time: 0.1263437867, other_time: 2.4775276184
epoch time: 5.3537626266s, input_fired_time: 0.1220494881, output_fired_time: 0.0000000000, propagate_forward_time: 4.7832722664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484410286
validation[          , genome  6175] predictions:    9643/  10000 (96.43%), best:    9709/10000 (97.09%), error:      1142.20056, best error:      1018.21973 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 63.8336029053s, input_fired_time: 0.9944922924, output_fired_time: 0.9356324673, propagate_forward_time: 24.0803813934, propagate_backward_time: 35.2862396240, weight_update_time: 0.1288149208, other_time: 2.5368576050
epoch time: 5.3883628845s, input_fired_time: 0.1214322746, output_fired_time: 0.0000000000, propagate_forward_time: 4.8169641495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4499664307
validation[          , genome  6175] predictions:    9662/  10000 (96.62%), best:    9709/10000 (97.09%), error:      1081.64319, best error:      1018.21973 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 63.7757034302s, input_fired_time: 1.0146199465, output_fired_time: 0.9339467883, propagate_forward_time: 24.0395812988, propagate_backward_time: 35.2239112854, weight_update_time: 0.1292369366, other_time: 2.5636405945
epoch time: 5.3878917694s, input_fired_time: 0.1225454137, output_fired_time: 0.0000000000, propagate_forward_time: 4.8019375801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634089470
validation[          , genome  6175] predictions:    9679/  10000 (96.79%), best:    9709/10000 (97.09%), error:      1041.52356, best error:      1018.21973 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 63.1958541870s, input_fired_time: 0.9879516363, output_fired_time: 0.9199007750, propagate_forward_time: 23.9237041473, propagate_backward_time: 34.8876571655, weight_update_time: 0.1250435412, other_time: 2.4766387939
epoch time: 5.3544626236s, input_fired_time: 0.1281608045, output_fired_time: 0.0000000000, propagate_forward_time: 4.7799105644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4463911057
validation[          , genome  6175] predictions:    9673/  10000 (96.73%), best:    9709/10000 (97.09%), error:      1115.11035, best error:      1018.21973 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 63.5636329651s, input_fired_time: 0.9889364243, output_fired_time: 0.9315342903, propagate_forward_time: 23.9806804657, propagate_backward_time: 35.1933059692, weight_update_time: 0.1259870678, other_time: 2.4691772461
epoch time: 5.3580784798s, input_fired_time: 0.1197292134, output_fired_time: 0.0000000000, propagate_forward_time: 4.7911458015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4472036362
validation[          , genome  6175] predictions:    9604/  10000 (96.04%), best:    9709/10000 (97.09%), error:      1312.47961, best error:      1018.21973 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 63.5532188416s, input_fired_time: 1.0032930374, output_fired_time: 0.9288598895, propagate_forward_time: 23.9822216034, propagate_backward_time: 35.1511077881, weight_update_time: 0.1267240345, other_time: 2.4877395630
epoch time: 5.3706426620s, input_fired_time: 0.1268096566, output_fired_time: 0.0000000000, propagate_forward_time: 4.7947773933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490556717
validation[          , genome  6175] predictions:    9557/  10000 (95.57%), best:    9709/10000 (97.09%), error:      1510.77734, best error:      1018.21973 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 63.7788734436s, input_fired_time: 0.9886349440, output_fired_time: 0.9387550354, propagate_forward_time: 24.0389480591, propagate_backward_time: 35.2990875244, weight_update_time: 0.1269568056, other_time: 2.5134468079
epoch time: 5.3844451904s, input_fired_time: 0.1257670373, output_fired_time: 0.0000000000, propagate_forward_time: 4.8094859123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4491920471
validation[          , genome  6175] predictions:    9617/  10000 (96.17%), best:    9709/10000 (97.09%), error:      1268.32874, best error:      1018.21973 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 63.2997894287s, input_fired_time: 0.9812734723, output_fired_time: 0.9250072241, propagate_forward_time: 23.9387569427, propagate_backward_time: 34.9609375000, weight_update_time: 0.1251969486, other_time: 2.4938125610
epoch time: 5.3657789230s, input_fired_time: 0.1236325055, output_fired_time: 0.0000000000, propagate_forward_time: 4.7922563553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498901367
validation[          , genome  6175] predictions:    9684/  10000 (96.84%), best:    9709/10000 (97.09%), error:      1085.92261, best error:      1018.21973 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 63.6706924438s, input_fired_time: 0.9958944321, output_fired_time: 0.9338471293, propagate_forward_time: 24.0139598846, propagate_backward_time: 35.1707038879, weight_update_time: 0.1288639456, other_time: 2.5562858582
epoch time: 5.3761286736s, input_fired_time: 0.1223144233, output_fired_time: 0.0000000000, propagate_forward_time: 4.7946949005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4591193199
validation[          , genome  6175] predictions:    9687/  10000 (96.87%), best:    9709/10000 (97.09%), error:      1059.09985, best error:      1018.21973 on epoch:    46, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 63.6712303162s, input_fired_time: 0.9893258810, output_fired_time: 0.9343380928, propagate_forward_time: 24.0108833313, propagate_backward_time: 35.2506828308, weight_update_time: 0.1279896498, other_time: 2.4860000610
epoch time: 5.3680424690s, input_fired_time: 0.1198770106, output_fired_time: 0.0000000000, propagate_forward_time: 4.8030138016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4451518059
validation[          , genome  6175] predictions:    9675/  10000 (96.75%), best:    9709/10000 (97.09%), error:      1074.30457, best error:      1018.21973 on epoch:    46, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 63.6011657715s, input_fired_time: 0.9839417338, output_fired_time: 0.9383625388, propagate_forward_time: 24.0056686401, propagate_backward_time: 35.2016105652, weight_update_time: 0.1262690276, other_time: 2.4715843201
epoch time: 5.3671126366s, input_fired_time: 0.1275546700, output_fired_time: 0.0000000000, propagate_forward_time: 4.7915797234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479780197
validation[          , genome  6175] predictions:    9661/  10000 (96.61%), best:    9709/10000 (97.09%), error:      1123.48059, best error:      1018.21973 on epoch:    46, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 63.8641662598s, input_fired_time: 1.0038694143, output_fired_time: 0.9396246672, propagate_forward_time: 24.0499801636, propagate_backward_time: 35.3092880249, weight_update_time: 0.1292898506, other_time: 2.5614051819
epoch time: 5.4166398048s, input_fired_time: 0.1254065186, output_fired_time: 0.0000000000, propagate_forward_time: 4.8208479881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703850746
validation[          , genome  6175] predictions:    9601/  10000 (96.01%), best:    9709/10000 (97.09%), error:      1344.17236, best error:      1018.21973 on epoch:    46, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 63.7241554260s, input_fired_time: 1.0010080338, output_fired_time: 0.9336706996, propagate_forward_time: 23.9922084808, propagate_backward_time: 35.2326965332, weight_update_time: 0.1288105100, other_time: 2.5645751953
epoch time: 5.3827280998s, input_fired_time: 0.1289090961, output_fired_time: 0.0000000000, propagate_forward_time: 4.7957849503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4580340385
validation[          , genome  6175] predictions:    9665/  10000 (96.65%), best:    9709/10000 (97.09%), error:      1132.79395, best error:      1018.21973 on epoch:    46, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 63.4469680786s, input_fired_time: 0.9851213694, output_fired_time: 0.9272065759, propagate_forward_time: 23.9537487030, propagate_backward_time: 35.1186904907, weight_update_time: 0.1259601861, other_time: 2.4621963501
epoch time: 5.3499221802s, input_fired_time: 0.1213566884, output_fired_time: 0.0000000000, propagate_forward_time: 4.7832560539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4453096390
validation[          , genome  6175] predictions:    9694/  10000 (96.94%), best:    9709/10000 (97.09%), error:      1054.60742, best error:      1018.21973 on epoch:    46, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 63.8737678528s, input_fired_time: 0.9971042871, output_fired_time: 0.9370365739, propagate_forward_time: 24.0570106506, propagate_backward_time: 35.3243026733, weight_update_time: 0.1306758821, other_time: 2.5583114624
epoch time: 5.3954615593s, input_fired_time: 0.1222468764, output_fired_time: 0.0000000000, propagate_forward_time: 4.8112230301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4619917870
validation[          , genome  6175] predictions:    9653/  10000 (96.53%), best:    9709/10000 (97.09%), error:      1108.38013, best error:      1018.21973 on epoch:    46, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 63.7333068848s, input_fired_time: 0.9858509302, output_fired_time: 0.9358537197, propagate_forward_time: 24.0270385742, propagate_backward_time: 35.3070068359, weight_update_time: 0.1281036735, other_time: 2.4775581360
epoch time: 5.3712277412s, input_fired_time: 0.1200747937, output_fired_time: 0.0000000000, propagate_forward_time: 4.8024191856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487338066
validation[          , genome  6175] predictions:    9626/  10000 (96.26%), best:    9709/10000 (97.09%), error:      1254.09460, best error:      1018.21973 on epoch:    46, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 63.6706581116s, input_fired_time: 0.9910219312, output_fired_time: 0.9389589429, propagate_forward_time: 24.0244560242, propagate_backward_time: 35.2142028809, weight_update_time: 0.1281395108, other_time: 2.5020217896
epoch time: 5.3587121964s, input_fired_time: 0.1205130294, output_fired_time: 0.0000000000, propagate_forward_time: 4.7911653519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4470338821
validation[          , genome  6175] predictions:    9674/  10000 (96.74%), best:    9709/10000 (97.09%), error:      1066.01135, best error:      1018.21973 on epoch:    46, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 63.5706825256s, input_fired_time: 0.9972234368, output_fired_time: 0.9279475212, propagate_forward_time: 23.9714908600, propagate_backward_time: 35.1237220764, weight_update_time: 0.1272860914, other_time: 2.5502967834
epoch time: 5.3720083237s, input_fired_time: 0.1222715825, output_fired_time: 0.0000000000, propagate_forward_time: 4.7919211388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4578156471
validation[          , genome  6175] predictions:    9405/  10000 (94.05%), best:    9709/10000 (97.09%), error:      2117.92236, best error:      1018.21973 on epoch:    46, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 63.7562484741s, input_fired_time: 0.9961406589, output_fired_time: 0.9346518517, propagate_forward_time: 24.0293712616, propagate_backward_time: 35.2324600220, weight_update_time: 0.1350219697, other_time: 2.5636291504
epoch time: 5.3802504539s, input_fired_time: 0.1235142127, output_fired_time: 0.0000000000, propagate_forward_time: 4.7969465256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4597897530
validation[          , genome  6175] predictions:    9654/  10000 (96.54%), best:    9709/10000 (97.09%), error:      1143.46509, best error:      1018.21973 on epoch:    46, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 63.8862457275s, input_fired_time: 1.0009057522, output_fired_time: 0.9394312501, propagate_forward_time: 24.0535430908, propagate_backward_time: 35.3385047913, weight_update_time: 0.1297011375, other_time: 2.5538635254
epoch time: 5.3978562355s, input_fired_time: 0.1263197511, output_fired_time: 0.0000000000, propagate_forward_time: 4.8125953674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589409828
validation[          , genome  6175] predictions:    9636/  10000 (96.36%), best:    9709/10000 (97.09%), error:      1178.40344, best error:      1018.21973 on epoch:    46, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 63.5207328796s, input_fired_time: 0.9930385947, output_fired_time: 0.9247435927, propagate_forward_time: 23.9860000610, propagate_backward_time: 35.0591545105, weight_update_time: 0.1276136935, other_time: 2.5577964783
epoch time: 5.3765068054s, input_fired_time: 0.1226637661, output_fired_time: 0.0000000000, propagate_forward_time: 4.7956891060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581537247
validation[          , genome  6175] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       977.64386, best error:       977.64386 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 63.4886665344s, input_fired_time: 0.9941117764, output_fired_time: 0.9267786145, propagate_forward_time: 23.9582386017, propagate_backward_time: 35.0542831421, weight_update_time: 0.1290492564, other_time: 2.5552597046
epoch time: 5.3683152199s, input_fired_time: 0.1239643767, output_fired_time: 0.0000000000, propagate_forward_time: 4.7848205566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595303535
validation[          , genome  6175] predictions:    9684/  10000 (96.84%), best:    9718/10000 (97.18%), error:      1083.66772, best error:       977.64386 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 63.3585777283s, input_fired_time: 0.9828283191, output_fired_time: 0.9281476140, propagate_forward_time: 23.9323196411, propagate_backward_time: 35.0523262024, weight_update_time: 0.1274449974, other_time: 2.4629554749
epoch time: 5.3516659737s, input_fired_time: 0.1223293096, output_fired_time: 0.0000000000, propagate_forward_time: 4.7827162743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466204643
validation[          , genome  6175] predictions:    9690/  10000 (96.90%), best:    9718/10000 (97.18%), error:      1019.32886, best error:       977.64386 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 63.9382934570s, input_fired_time: 0.9987041354, output_fired_time: 0.9390618801, propagate_forward_time: 24.0751209259, propagate_backward_time: 35.3639030457, weight_update_time: 0.1283343881, other_time: 2.5615043640
epoch time: 5.3955922127s, input_fired_time: 0.1248080656, output_fired_time: 0.0000000000, propagate_forward_time: 4.8117675781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590167999
validation[          , genome  6175] predictions:    9688/  10000 (96.88%), best:    9718/10000 (97.18%), error:      1052.01318, best error:       977.64386 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 63.9142646790s, input_fired_time: 0.9933999181, output_fired_time: 0.9379433990, propagate_forward_time: 24.0697383881, propagate_backward_time: 35.3506584167, weight_update_time: 0.1305780858, other_time: 2.5625267029
epoch time: 5.3973164558s, input_fired_time: 0.1240545660, output_fired_time: 0.0000000000, propagate_forward_time: 4.8147182465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4585437775
validation[          , genome  6175] predictions:    9684/  10000 (96.84%), best:    9718/10000 (97.18%), error:      1045.42444, best error:       977.64386 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 63.9026947021s, input_fired_time: 0.9916357994, output_fired_time: 0.9354379773, propagate_forward_time: 24.0764274597, propagate_backward_time: 35.3398170471, weight_update_time: 0.1287464947, other_time: 2.5593795776
epoch time: 5.3925051689s, input_fired_time: 0.1225066185, output_fired_time: 0.0000000000, propagate_forward_time: 4.8136215210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4563770294
validation[          , genome  6175] predictions:    9658/  10000 (96.58%), best:    9718/10000 (97.18%), error:      1127.48157, best error:       977.64386 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 63.5338706970s, input_fired_time: 0.9863713980, output_fired_time: 0.9280039072, propagate_forward_time: 23.9576435089, propagate_backward_time: 35.2000350952, weight_update_time: 0.1252716780, other_time: 2.4618148804
epoch time: 5.3586158752s, input_fired_time: 0.1215462983, output_fired_time: 0.0000000000, propagate_forward_time: 4.7905592918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4465103149
validation[          , genome  6175] predictions:    9683/  10000 (96.83%), best:    9718/10000 (97.18%), error:      1055.62781, best error:       977.64386 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 63.8303680420s, input_fired_time: 0.9916187525, output_fired_time: 0.9359188676, propagate_forward_time: 24.0399131775, propagate_backward_time: 35.3017044067, weight_update_time: 0.1286384612, other_time: 2.5612106323
epoch time: 5.3911848068s, input_fired_time: 0.1229397357, output_fired_time: 0.0000000000, propagate_forward_time: 4.8114900589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4567551613
validation[          , genome  6175] predictions:    9694/  10000 (96.94%), best:    9718/10000 (97.18%), error:      1051.59863, best error:       977.64386 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 63.7949676514s, input_fired_time: 0.9926036596, output_fired_time: 0.9307862520, propagate_forward_time: 24.0538177490, propagate_backward_time: 35.2541885376, weight_update_time: 0.1281156540, other_time: 2.5635719299
epoch time: 5.3903074265s, input_fired_time: 0.1239409819, output_fired_time: 0.0000000000, propagate_forward_time: 4.8056421280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4607243538
validation[          , genome  6175] predictions:    9672/  10000 (96.72%), best:    9718/10000 (97.18%), error:      1071.88538, best error:       977.64386 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 63.4489974976s, input_fired_time: 0.9835760593, output_fired_time: 0.9234170318, propagate_forward_time: 23.9893550873, propagate_backward_time: 35.0345535278, weight_update_time: 0.1271656007, other_time: 2.5180969238
epoch time: 5.3996005058s, input_fired_time: 0.1248806790, output_fired_time: 0.0000000000, propagate_forward_time: 4.8153944016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593253136
validation[          , genome  6175] predictions:    9700/  10000 (97.00%), best:    9718/10000 (97.18%), error:      1046.60767, best error:       977.64386 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 63.6252708435s, input_fired_time: 0.9906507134, output_fired_time: 0.9258983731, propagate_forward_time: 23.9859943390, propagate_backward_time: 35.1755523682, weight_update_time: 0.1280545145, other_time: 2.5471725464
epoch time: 5.3880939484s, input_fired_time: 0.1238977909, output_fired_time: 0.0000000000, propagate_forward_time: 4.8053746223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588217735
validation[          , genome  6175] predictions:    9685/  10000 (96.85%), best:    9718/10000 (97.18%), error:      1065.87378, best error:       977.64386 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 63.6934738159s, input_fired_time: 0.9963884950, output_fired_time: 0.9309190512, propagate_forward_time: 24.1632633209, propagate_backward_time: 35.0293846130, weight_update_time: 0.1273185164, other_time: 2.5735206604
epoch time: 5.3818612099s, input_fired_time: 0.1248597801, output_fired_time: 0.0000000000, propagate_forward_time: 4.7977795601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592218399
validation[          , genome  6175] predictions:    9699/  10000 (96.99%), best:    9718/10000 (97.18%), error:      1089.76941, best error:       977.64386 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 63.8386993408s, input_fired_time: 0.9962889552, output_fired_time: 0.9375566244, propagate_forward_time: 24.0681972504, propagate_backward_time: 35.2866783142, weight_update_time: 0.1272631139, other_time: 2.5499763489
epoch time: 5.3938245773s, input_fired_time: 0.1283183247, output_fired_time: 0.0000000000, propagate_forward_time: 4.8087434769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4567627907
validation[          , genome  6175] predictions:    9698/  10000 (96.98%), best:    9718/10000 (97.18%), error:      1020.08276, best error:       977.64386 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 63.7117652893s, input_fired_time: 0.9973396063, output_fired_time: 0.9335998297, propagate_forward_time: 24.0196018219, propagate_backward_time: 35.2046890259, weight_update_time: 0.1279294044, other_time: 2.5565338135
epoch time: 5.3871579170s, input_fired_time: 0.1231331825, output_fired_time: 0.0000000000, propagate_forward_time: 4.8069391251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4570856094
validation[          , genome  6175] predictions:    9699/  10000 (96.99%), best:    9718/10000 (97.18%), error:      1051.18823, best error:       977.64386 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 63.7122879028s, input_fired_time: 0.9947819114, output_fired_time: 0.9314035773, propagate_forward_time: 24.0202198029, propagate_backward_time: 35.2127761841, weight_update_time: 0.1282616854, other_time: 2.5531082153
epoch time: 5.3834705353s, input_fired_time: 0.1242331117, output_fired_time: 0.0000000000, propagate_forward_time: 4.8027758598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4564614296
validation[          , genome  6175] predictions:    9643/  10000 (96.43%), best:    9718/10000 (97.18%), error:      1170.14856, best error:       977.64386 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 63.4607925415s, input_fired_time: 0.9922383428, output_fired_time: 0.9207521081, propagate_forward_time: 23.9568367004, propagate_backward_time: 35.0361938477, weight_update_time: 0.1276282370, other_time: 2.5547714233
epoch time: 5.3673496246s, input_fired_time: 0.1237649620, output_fired_time: 0.0000000000, propagate_forward_time: 4.7849726677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4586119652
validation[          , genome  6175] predictions:    9678/  10000 (96.78%), best:    9718/10000 (97.18%), error:      1121.89771, best error:       977.64386 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 63.7994270325s, input_fired_time: 0.9962987304, output_fired_time: 0.9338453412, propagate_forward_time: 24.0377044678, propagate_backward_time: 35.2677879333, weight_update_time: 0.1288553476, other_time: 2.5637893677
epoch time: 5.3826436996s, input_fired_time: 0.1214642599, output_fired_time: 0.0000000000, propagate_forward_time: 4.8019127846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592666626
validation[          , genome  6175] predictions:    9560/  10000 (95.60%), best:    9718/10000 (97.18%), error:      1454.60693, best error:       977.64386 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 63.6950149536s, input_fired_time: 0.9842319489, output_fired_time: 0.9315775633, propagate_forward_time: 24.0064449310, propagate_backward_time: 35.2202529907, weight_update_time: 0.1283278316, other_time: 2.5525131226
epoch time: 5.3787765503s, input_fired_time: 0.1261150986, output_fired_time: 0.0000000000, propagate_forward_time: 4.7968196869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4558415413
validation[          , genome  6175] predictions:    9661/  10000 (96.61%), best:    9718/10000 (97.18%), error:      1213.19885, best error:       977.64386 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 63.7490310669s, input_fired_time: 0.9944579601, output_fired_time: 0.9319259524, propagate_forward_time: 24.1276893616, propagate_backward_time: 35.1272773743, weight_update_time: 0.1285222620, other_time: 2.5676803589
epoch time: 5.3835453987s, input_fired_time: 0.1224975735, output_fired_time: 0.0000000000, propagate_forward_time: 4.8092699051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4517779350
validation[          , genome  6175] predictions:    9712/  10000 (97.12%), best:    9718/10000 (97.18%), error:       978.02179, best error:       977.64386 on epoch:    77, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 63.7013282776s, input_fired_time: 0.9958935976, output_fired_time: 0.9291232824, propagate_forward_time: 24.0030422211, propagate_backward_time: 35.2174148560, weight_update_time: 0.1281976253, other_time: 2.5558547974
epoch time: 5.3910536766s, input_fired_time: 0.1253894120, output_fired_time: 0.0000000000, propagate_forward_time: 4.8071608543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4585032463
validation[          , genome  6175] predictions:    9673/  10000 (96.73%), best:    9718/10000 (97.18%), error:      1109.17224, best error:       977.64386 on epoch:    77, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 63.5513343811s, input_fired_time: 0.9843214750, output_fired_time: 0.9342892766, propagate_forward_time: 23.9390106201, propagate_backward_time: 35.2092018127, weight_update_time: 0.1265727729, other_time: 2.4845123291
epoch time: 5.3559193611s, input_fired_time: 0.1232622191, output_fired_time: 0.0000000000, propagate_forward_time: 4.7853708267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4472861290
validation[          , genome  6175] predictions:    9663/  10000 (96.63%), best:    9718/10000 (97.18%), error:      1143.22168, best error:       977.64386 on epoch:    77, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 63.6910400391s, input_fired_time: 0.9869422913, output_fired_time: 0.9347418547, propagate_forward_time: 24.0283069611, propagate_backward_time: 35.2478752136, weight_update_time: 0.1270489395, other_time: 2.4931755066
epoch time: 5.3782563210s, input_fired_time: 0.1213075519, output_fired_time: 0.0000000000, propagate_forward_time: 4.8080339432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489150047
validation[          , genome  6175] predictions:    9668/  10000 (96.68%), best:    9718/10000 (97.18%), error:      1129.28394, best error:       977.64386 on epoch:    77, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 63.9242897034s, input_fired_time: 0.9978991151, output_fired_time: 0.9381221533, propagate_forward_time: 24.0869884491, propagate_backward_time: 35.3345184326, weight_update_time: 0.1304402053, other_time: 2.5667648315
epoch time: 5.3965907097s, input_fired_time: 0.1252040118, output_fired_time: 0.0000000000, propagate_forward_time: 4.8108067513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4605798721
validation[          , genome  6175] predictions:    9668/  10000 (96.68%), best:    9718/10000 (97.18%), error:      1145.26953, best error:       977.64386 on epoch:    77, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 63.8482208252s, input_fired_time: 0.9930876493, output_fired_time: 0.9348114729, propagate_forward_time: 24.0226249695, propagate_backward_time: 35.3364028931, weight_update_time: 0.1291433275, other_time: 2.5612945557
epoch time: 5.3859930038s, input_fired_time: 0.1232416555, output_fired_time: 0.0000000000, propagate_forward_time: 4.8042869568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4584646225
validation[          , genome  6175] predictions:    9652/  10000 (96.52%), best:    9718/10000 (97.18%), error:      1126.91357, best error:       977.64386 on epoch:    77, 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: 26.9728431702s, input_fired_time: 0.6252635121, output_fired_time: 0.0000000000, propagate_forward_time: 23.9709587097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3766212463
best training[          , genome  6175] predictions:   49346/  50000 (98.69%), best:    9718/10000 (97.18%), error:      2497.31274, best error:       977.64386 on epoch:    77, 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: 5.3673896790s, input_fired_time: 0.1234194189, output_fired_time: 0.0000000000, propagate_forward_time: 4.7863855362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575848579
   testing[          , genome  6175] predictions:    9758/  10000 (97.58%), best:    9718/10000 (97.18%), error:       872.37988, best error:       977.64386 on epoch:    77, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:26:46 (1224): called boinc_finish(0)

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