Nameexact_genome_1512568488_41_7099_0
Workunit2606811
Created7 Dec 2017, 23:55:19 UTC
Sent8 Dec 2017, 0:00:27 UTC
Report deadline15 Dec 2017, 0:35:50 UTC
Received8 Dec 2017, 12:29:34 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66845
Run time3 hours 28 min 41 sec
CPU time3 hours 24 min 21 sec
Validate stateValid
Credit1,756.15
Device peak FLOPS2.71 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.61 MB
Peak swap size152.34 MB
Peak disk usage1.09 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
 time: 114.5069808960s, input_fired_time: 1.2446937561, output_fired_time: 1.0387125015, propagate_forward_time: 45.5631980896, propagate_backward_time: 63.6475601196, weight_update_time: 0.1590544879, other_time: 3.0128097534
epoch time: 9.5268306732s, input_fired_time: 0.1291304529, output_fired_time: 0.0000000000, propagate_forward_time: 8.8661317825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5315685272
validation[          , genome  7099] predictions:    9678/  10000 (96.78%), best:    9684/10000 (96.84%), error:      1142.47095, best error:      1120.76770 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 114.3475341797s, input_fired_time: 1.2595069408, output_fired_time: 1.0922782421, propagate_forward_time: 45.2884025574, propagate_backward_time: 63.7201271057, weight_update_time: 0.1593538523, other_time: 2.9872245789
epoch time: 9.7903623581s, input_fired_time: 0.1454040706, output_fired_time: 0.0000000000, propagate_forward_time: 9.0793895721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5655689240
validation[          , genome  7099] predictions:    9638/  10000 (96.38%), best:    9684/10000 (96.84%), error:      1223.33191, best error:      1120.76770 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 113.1867980957s, input_fired_time: 1.2420971394, output_fired_time: 1.0400501490, propagate_forward_time: 44.9077720642, propagate_backward_time: 63.0281105042, weight_update_time: 0.1589674652, other_time: 2.9687767029
epoch time: 9.6830120087s, input_fired_time: 0.1275215149, output_fired_time: 0.0000000000, propagate_forward_time: 9.0259513855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5295391083
validation[          , genome  7099] predictions:    9501/  10000 (95.01%), best:    9684/10000 (96.84%), error:      1595.09021, best error:      1120.76770 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 113.5112075806s, input_fired_time: 1.2477805614, output_fired_time: 1.0326840878, propagate_forward_time: 45.0016059875, propagate_backward_time: 63.2275085449, weight_update_time: 0.1609891504, other_time: 3.0016326904
epoch time: 9.4831829071s, input_fired_time: 0.1279790998, output_fired_time: 0.0000000000, propagate_forward_time: 8.8255491257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296545029
validation[          , genome  7099] predictions:    9639/  10000 (96.39%), best:    9684/10000 (96.84%), error:      1259.56177, best error:      1120.76770 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 113.8376464844s, input_fired_time: 1.2526003122, output_fired_time: 1.0521020889, propagate_forward_time: 45.2354354858, propagate_backward_time: 63.2977027893, weight_update_time: 0.1592604816, other_time: 2.9998054504
epoch time: 9.5964708328s, input_fired_time: 0.1262123436, output_fired_time: 0.0000000000, propagate_forward_time: 8.9366092682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336494446
validation[          , genome  7099] predictions:    9675/  10000 (96.75%), best:    9675/10000 (96.75%), error:      1118.29968, best error:      1118.29968 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 113.6605911255s, input_fired_time: 1.2260930538, output_fired_time: 1.0393266678, propagate_forward_time: 44.9876441956, propagate_backward_time: 63.4191970825, weight_update_time: 0.1634643376, other_time: 2.9883346558
epoch time: 9.6794710159s, input_fired_time: 0.1411509514, output_fired_time: 0.0000000000, propagate_forward_time: 9.0052080154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331125259
validation[          , genome  7099] predictions:    9667/  10000 (96.67%), best:    9675/10000 (96.75%), error:      1125.79590, best error:      1118.29968 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 113.4903335571s, input_fired_time: 1.2679889202, output_fired_time: 1.0467628241, propagate_forward_time: 44.9037132263, propagate_backward_time: 63.3071136475, weight_update_time: 0.1592506766, other_time: 2.9647521973
epoch time: 9.4893751144s, input_fired_time: 0.1274036616, output_fired_time: 0.0000000000, propagate_forward_time: 8.8356904984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5262813568
validation[          , genome  7099] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:      1022.72162, best error:      1022.72162 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 114.1249160767s, input_fired_time: 1.2377601862, output_fired_time: 1.0729762316, propagate_forward_time: 45.1348190308, propagate_backward_time: 63.6772575378, weight_update_time: 0.1596103311, other_time: 3.0021018982
epoch time: 9.6393003464s, input_fired_time: 0.1277941614, output_fired_time: 0.0000000000, propagate_forward_time: 8.9768095016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5346965790
validation[          , genome  7099] predictions:    9691/  10000 (96.91%), best:    9705/10000 (97.05%), error:      1062.91333, best error:      1022.72162 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 113.7100067139s, input_fired_time: 1.2347351313, output_fired_time: 1.0794267654, propagate_forward_time: 44.9387321472, propagate_backward_time: 63.4777641296, weight_update_time: 0.1600428075, other_time: 2.9793434143
epoch time: 9.5537729263s, input_fired_time: 0.1275956929, output_fired_time: 0.0000000000, propagate_forward_time: 8.8852281570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5409488678
validation[          , genome  7099] predictions:    9644/  10000 (96.44%), best:    9705/10000 (97.05%), error:      1132.23633, best error:      1022.72162 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 112.8509597778s, input_fired_time: 1.2412759066, output_fired_time: 1.0366851091, propagate_forward_time: 44.6449890137, propagate_backward_time: 62.9577140808, weight_update_time: 0.1599227488, other_time: 2.9702949524
epoch time: 9.5525074005s, input_fired_time: 0.1301350892, output_fired_time: 0.0000000000, propagate_forward_time: 8.8809089661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414628983
validation[          , genome  7099] predictions:    9694/  10000 (96.94%), best:    9705/10000 (97.05%), error:      1057.02551, best error:      1022.72162 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 113.9535064697s, input_fired_time: 1.2639333010, output_fired_time: 1.0295705795, propagate_forward_time: 45.1134223938, propagate_backward_time: 63.5632781982, weight_update_time: 0.1705584377, other_time: 2.9833068848
epoch time: 9.4954948425s, input_fired_time: 0.1280080825, output_fired_time: 0.0000000000, propagate_forward_time: 8.8353281021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321588516
validation[          , genome  7099] predictions:    9687/  10000 (96.87%), best:    9705/10000 (97.05%), error:      1078.11060, best error:      1022.72162 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 112.9674682617s, input_fired_time: 1.2364475727, output_fired_time: 1.0409398079, propagate_forward_time: 44.8048934937, propagate_backward_time: 62.8933372498, weight_update_time: 0.1693637967, other_time: 2.9918479919
epoch time: 10.0601596832s, input_fired_time: 0.1324064732, output_fired_time: 0.0000000000, propagate_forward_time: 9.3497133255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5780401230
validation[          , genome  7099] predictions:    9688/  10000 (96.88%), best:    9705/10000 (97.05%), error:      1062.76245, best error:      1022.72162 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 113.2180023193s, input_fired_time: 1.2410960197, output_fired_time: 1.0305550098, propagate_forward_time: 44.9219703674, propagate_backward_time: 63.0741386414, weight_update_time: 0.1589748561, other_time: 2.9502449036
epoch time: 9.8855371475s, input_fired_time: 0.1339355409, output_fired_time: 0.0000000000, propagate_forward_time: 9.1990642548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5525369644
validation[          , genome  7099] predictions:    9613/  10000 (96.13%), best:    9705/10000 (97.05%), error:      1267.03650, best error:      1022.72162 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 113.6094818115s, input_fired_time: 1.2478438616, output_fired_time: 1.0967888832, propagate_forward_time: 45.0062828064, propagate_backward_time: 63.2783012390, weight_update_time: 0.1595219225, other_time: 2.9802742004
epoch time: 9.7715635300s, input_fired_time: 0.1298179924, output_fired_time: 0.0000000000, propagate_forward_time: 9.1062288284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5355167389
validation[          , genome  7099] predictions:    9698/  10000 (96.98%), best:    9705/10000 (97.05%), error:      1023.90784, best error:      1022.72162 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 114.7279129028s, input_fired_time: 1.2909893990, output_fired_time: 1.0748287439, propagate_forward_time: 45.4950027466, propagate_backward_time: 63.8762893677, weight_update_time: 0.1596735120, other_time: 2.9907989502
epoch time: 9.5215330124s, input_fired_time: 0.1279880702, output_fired_time: 0.0000000000, propagate_forward_time: 8.8616399765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319051743
validation[          , genome  7099] predictions:    9685/  10000 (96.85%), best:    9705/10000 (97.05%), error:      1066.95874, best error:      1022.72162 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 113.5733108521s, input_fired_time: 1.2547389269, output_fired_time: 1.0335854292, propagate_forward_time: 45.0230789185, propagate_backward_time: 63.2211380005, weight_update_time: 0.1599814594, other_time: 3.0407714844
epoch time: 9.5048189163s, input_fired_time: 0.1293078363, output_fired_time: 0.0000000000, propagate_forward_time: 8.8430328369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5324783325
validation[          , genome  7099] predictions:    9497/  10000 (94.97%), best:    9705/10000 (97.05%), error:      1602.11938, best error:      1022.72162 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 113.2204437256s, input_fired_time: 1.2532620430, output_fired_time: 1.0329892635, propagate_forward_time: 44.8970947266, propagate_backward_time: 63.0513610840, weight_update_time: 0.1608296037, other_time: 2.9857330322
epoch time: 9.9264364243s, input_fired_time: 0.1366471797, output_fired_time: 0.0000000000, propagate_forward_time: 9.2304220200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5593671799
validation[          , genome  7099] predictions:    9404/  10000 (94.04%), best:    9705/10000 (97.05%), error:      1990.68994, best error:      1022.72162 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 114.3580245972s, input_fired_time: 1.2496571541, output_fired_time: 1.0653738976, propagate_forward_time: 45.1998481750, propagate_backward_time: 63.8901824951, weight_update_time: 0.1598518938, other_time: 2.9529571533
epoch time: 9.5570125580s, input_fired_time: 0.1296139061, output_fired_time: 0.0000000000, propagate_forward_time: 8.8939714432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334272385
validation[          , genome  7099] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       888.42297, best error:       888.42297 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 113.4645385742s, input_fired_time: 1.2688993216, output_fired_time: 1.0534796715, propagate_forward_time: 45.0593643188, propagate_backward_time: 63.0945320129, weight_update_time: 0.1728610396, other_time: 2.9882621765
epoch time: 9.8240833282s, input_fired_time: 0.1291229129, output_fired_time: 0.0000000000, propagate_forward_time: 9.1490936279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5458669662
validation[          , genome  7099] predictions:    9710/  10000 (97.10%), best:    9739/10000 (97.39%), error:       956.41748, best error:       888.42297 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 113.8459396362s, input_fired_time: 1.2490663528, output_fired_time: 1.0320115089, propagate_forward_time: 45.1306762695, propagate_backward_time: 63.3658676147, weight_update_time: 0.1595574021, other_time: 3.0683135986
epoch time: 9.7871685028s, input_fired_time: 0.1291260570, output_fired_time: 0.0000000000, propagate_forward_time: 9.1115522385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5464906693
validation[          , genome  7099] predictions:    9706/  10000 (97.06%), best:    9739/10000 (97.39%), error:       939.31934, best error:       888.42297 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 113.2014541626s, input_fired_time: 1.2416032553, output_fired_time: 1.0329807997, propagate_forward_time: 44.8390884399, propagate_backward_time: 63.1393051147, weight_update_time: 0.1596117467, other_time: 2.9484786987
epoch time: 9.4850444794s, input_fired_time: 0.1303128153, output_fired_time: 0.0000000000, propagate_forward_time: 8.8243808746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5303506851
validation[          , genome  7099] predictions:    9718/  10000 (97.18%), best:    9739/10000 (97.39%), error:       976.79047, best error:       888.42297 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 112.7492980957s, input_fired_time: 1.2371392250, output_fired_time: 1.0756682158, propagate_forward_time: 44.7199096680, propagate_backward_time: 62.7840843201, weight_update_time: 0.1593143940, other_time: 2.9324989319
epoch time: 9.8286113739s, input_fired_time: 0.1286962330, output_fired_time: 0.0000000000, propagate_forward_time: 9.1687469482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5311679840
validation[          , genome  7099] predictions:    9652/  10000 (96.52%), best:    9739/10000 (97.39%), error:      1150.06140, best error:       888.42297 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 113.5765075684s, input_fired_time: 1.2423334122, output_fired_time: 1.0627259016, propagate_forward_time: 45.0347137451, propagate_backward_time: 63.2551803589, weight_update_time: 0.1596728861, other_time: 2.9815521240
epoch time: 9.6616659164s, input_fired_time: 0.1424403191, output_fired_time: 0.0000000000, propagate_forward_time: 8.9782667160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5409593582
validation[          , genome  7099] predictions:    9639/  10000 (96.39%), best:    9739/10000 (97.39%), error:      1204.06421, best error:       888.42297 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 112.3928756714s, input_fired_time: 1.2471609116, output_fired_time: 1.0513926744, propagate_forward_time: 44.4720993042, propagate_backward_time: 62.6665534973, weight_update_time: 0.1598113924, other_time: 2.9556694031
epoch time: 9.4972486496s, input_fired_time: 0.1295828074, output_fired_time: 0.0000000000, propagate_forward_time: 8.8257961273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418701172
validation[          , genome  7099] predictions:    9629/  10000 (96.29%), best:    9739/10000 (97.39%), error:      1245.25049, best error:       888.42297 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 113.3772888184s, input_fired_time: 1.2368583679, output_fired_time: 1.0485814810, propagate_forward_time: 44.8590545654, propagate_backward_time: 63.2485580444, weight_update_time: 0.1629730761, other_time: 2.9842300415
epoch time: 9.4853487015s, input_fired_time: 0.1285612136, output_fired_time: 0.0000000000, propagate_forward_time: 8.8251132965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316743851
validation[          , genome  7099] predictions:    9709/  10000 (97.09%), best:    9739/10000 (97.39%), error:       996.80139, best error:       888.42297 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 113.6650695801s, input_fired_time: 1.2769175768, output_fired_time: 1.0449904203, propagate_forward_time: 44.9801597595, propagate_backward_time: 63.3760108948, weight_update_time: 0.1591321826, other_time: 2.9869956970
epoch time: 9.7388639450s, input_fired_time: 0.1361672580, output_fired_time: 0.0000000000, propagate_forward_time: 9.0693702698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333261490
validation[          , genome  7099] predictions:    9622/  10000 (96.22%), best:    9739/10000 (97.39%), error:      1206.02393, best error:       888.42297 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 114.0064926147s, input_fired_time: 1.2481526136, output_fired_time: 1.0369292498, propagate_forward_time: 45.1449317932, propagate_backward_time: 63.5513420105, weight_update_time: 0.1801080257, other_time: 3.0251350403
epoch time: 9.5620679855s, input_fired_time: 0.1312034726, output_fired_time: 0.0000000000, propagate_forward_time: 8.9017267227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291376114
validation[          , genome  7099] predictions:    9674/  10000 (96.74%), best:    9739/10000 (97.39%), error:      1094.73303, best error:       888.42297 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 114.7282104492s, input_fired_time: 1.2625565529, output_fired_time: 1.0505192280, propagate_forward_time: 45.6097831726, propagate_backward_time: 63.7856979370, weight_update_time: 0.1594505012, other_time: 3.0196456909
epoch time: 9.7125492096s, input_fired_time: 0.1441391706, output_fired_time: 0.0000000000, propagate_forward_time: 9.0338573456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5345525742
validation[          , genome  7099] predictions:    9705/  10000 (97.05%), best:    9739/10000 (97.39%), error:       992.51550, best error:       888.42297 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 113.6546936035s, input_fired_time: 1.2550417185, output_fired_time: 1.0537641048, propagate_forward_time: 44.9586029053, propagate_backward_time: 63.3816833496, weight_update_time: 0.1591548920, other_time: 3.0055999756
epoch time: 9.5646018982s, input_fired_time: 0.1290381700, output_fired_time: 0.0000000000, propagate_forward_time: 8.8725061417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5630578995
validation[          , genome  7099] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       877.70721, best error:       877.70721 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 113.6676025391s, input_fired_time: 1.2584956884, output_fired_time: 1.0435698032, propagate_forward_time: 45.0732002258, propagate_backward_time: 63.2968521118, weight_update_time: 0.1710514128, other_time: 2.9954757690
epoch time: 10.0514240265s, input_fired_time: 0.1309857219, output_fired_time: 0.0000000000, propagate_forward_time: 9.3438692093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5765695572
validation[          , genome  7099] predictions:    9681/  10000 (96.81%), best:    9746/10000 (97.46%), error:      1049.09741, best error:       877.70721 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 113.0849685669s, input_fired_time: 1.2664388418, output_fired_time: 1.0863760710, propagate_forward_time: 44.7283325195, propagate_backward_time: 63.0465888977, weight_update_time: 0.1595273167, other_time: 2.9572334290
epoch time: 9.8134260178s, input_fired_time: 0.1308078319, output_fired_time: 0.0000000000, propagate_forward_time: 9.1109313965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5716867447
validation[          , genome  7099] predictions:    9681/  10000 (96.81%), best:    9746/10000 (97.46%), error:      1036.73389, best error:       877.70721 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 113.2129898071s, input_fired_time: 1.2674068213, output_fired_time: 1.0565141439, propagate_forward_time: 44.8504333496, propagate_backward_time: 63.0876922607, weight_update_time: 0.1596166939, other_time: 2.9509429932
epoch time: 10.1780252457s, input_fired_time: 0.1349616498, output_fired_time: 0.0000000000, propagate_forward_time: 9.4420766830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6009864807
validation[          , genome  7099] predictions:    9739/  10000 (97.39%), best:    9746/10000 (97.46%), error:       887.79730, best error:       877.70721 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 114.0974731445s, input_fired_time: 1.2659980059, output_fired_time: 1.0620938540, propagate_forward_time: 45.1722831726, propagate_backward_time: 63.5764350891, weight_update_time: 0.1600885093, other_time: 3.0206565857
epoch time: 10.3022937775s, input_fired_time: 0.1559851915, output_fired_time: 0.0000000000, propagate_forward_time: 9.5776920319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5686168671
validation[          , genome  7099] predictions:    9721/  10000 (97.21%), best:    9746/10000 (97.46%), error:       939.78143, best error:       877.70721 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 113.9036254883s, input_fired_time: 1.2640805244, output_fired_time: 1.0512086153, propagate_forward_time: 45.1422233582, propagate_backward_time: 63.4484825134, weight_update_time: 0.1596609503, other_time: 2.9976234436
epoch time: 9.6199169159s, input_fired_time: 0.1294549704, output_fired_time: 0.0000000000, propagate_forward_time: 8.9534521103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370101929
validation[          , genome  7099] predictions:    9715/  10000 (97.15%), best:    9746/10000 (97.46%), error:       945.06812, best error:       877.70721 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 112.7036361694s, input_fired_time: 1.2535058260, output_fired_time: 1.0308860540, propagate_forward_time: 44.6549186707, propagate_backward_time: 62.8122749329, weight_update_time: 0.1632599980, other_time: 2.9520530701
epoch time: 9.4926176071s, input_fired_time: 0.1293544322, output_fired_time: 0.0000000000, propagate_forward_time: 8.8331031799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301599503
validation[          , genome  7099] predictions:    9655/  10000 (96.55%), best:    9746/10000 (97.46%), error:      1151.38733, best error:       877.70721 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 113.5785293579s, input_fired_time: 1.2566884756, output_fired_time: 1.0350450277, propagate_forward_time: 44.9295043945, propagate_backward_time: 63.3744506836, weight_update_time: 0.1594393402, other_time: 2.9828414917
epoch time: 9.4999198914s, input_fired_time: 0.1300517023, output_fired_time: 0.0000000000, propagate_forward_time: 8.8411645889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5287036896
validation[          , genome  7099] predictions:    9724/  10000 (97.24%), best:    9746/10000 (97.46%), error:       954.83002, best error:       877.70721 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 112.6891632080s, input_fired_time: 1.2577028275, output_fired_time: 1.0332679749, propagate_forward_time: 44.7053604126, propagate_backward_time: 62.7242202759, weight_update_time: 0.1828016043, other_time: 2.9686126709
epoch time: 9.5792665482s, input_fired_time: 0.1319489628, output_fired_time: 0.0000000000, propagate_forward_time: 8.9149885178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5323286057
validation[          , genome  7099] predictions:    9676/  10000 (96.76%), best:    9746/10000 (97.46%), error:      1040.32166, best error:       877.70721 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 114.5857696533s, input_fired_time: 1.2634543180, output_fired_time: 1.0690336227, propagate_forward_time: 45.3692131042, propagate_backward_time: 63.9101982117, weight_update_time: 0.1630628109, other_time: 2.9738807678
epoch time: 9.7222604752s, input_fired_time: 0.1313688904, output_fired_time: 0.0000000000, propagate_forward_time: 9.0611639023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5297279358
validation[          , genome  7099] predictions:    9687/  10000 (96.87%), best:    9746/10000 (97.46%), error:      1038.08228, best error:       877.70721 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 112.9726104736s, input_fired_time: 1.2527737617, output_fired_time: 1.0400614738, propagate_forward_time: 44.8618278503, propagate_backward_time: 62.8416595459, weight_update_time: 0.1595551074, other_time: 2.9762878418
epoch time: 9.7111549377s, input_fired_time: 0.1310160011, output_fired_time: 0.0000000000, propagate_forward_time: 9.0239601135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5561790466
validation[          , genome  7099] predictions:    9658/  10000 (96.58%), best:    9746/10000 (97.46%), error:      1143.28711, best error:       877.70721 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 113.8257980347s, input_fired_time: 1.2746818066, output_fired_time: 1.0629718304, propagate_forward_time: 45.0177726746, propagate_backward_time: 63.4422492981, weight_update_time: 0.1591235399, other_time: 3.0281181335
epoch time: 9.4994974136s, input_fired_time: 0.1300607175, output_fired_time: 0.0000000000, propagate_forward_time: 8.8360710144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333652496
validation[          , genome  7099] predictions:    9721/  10000 (97.21%), best:    9746/10000 (97.46%), error:       942.13098, best error:       877.70721 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 114.3005218506s, input_fired_time: 1.2493417263, output_fired_time: 1.0517473221, propagate_forward_time: 45.3469009399, propagate_backward_time: 63.6591148376, weight_update_time: 0.1668776423, other_time: 2.9934120178
epoch time: 9.4973201752s, input_fired_time: 0.1310460418, output_fired_time: 0.0000000000, propagate_forward_time: 8.8310041428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5352697372
validation[          , genome  7099] predictions:    9698/  10000 (96.98%), best:    9746/10000 (97.46%), error:       990.61005, best error:       877.70721 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 113.0331573486s, input_fired_time: 1.2735786438, output_fired_time: 1.0503997803, propagate_forward_time: 44.8570594788, propagate_backward_time: 62.8569793701, weight_update_time: 0.1597816050, other_time: 2.9951477051
epoch time: 9.5014724731s, input_fired_time: 0.1294151694, output_fired_time: 0.0000000000, propagate_forward_time: 8.8414878845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5305690765
validation[          , genome  7099] predictions:    9671/  10000 (96.71%), best:    9746/10000 (97.46%), error:      1119.09937, best error:       877.70721 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 113.8984375000s, input_fired_time: 1.2788622379, output_fired_time: 1.0290358067, propagate_forward_time: 45.0957603455, propagate_backward_time: 63.5036048889, weight_update_time: 0.1608223766, other_time: 2.9911766052
epoch time: 9.4971103668s, input_fired_time: 0.1297431886, output_fired_time: 0.0000000000, propagate_forward_time: 8.8351020813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5322647095
validation[          , genome  7099] predictions:    9695/  10000 (96.95%), best:    9746/10000 (97.46%), error:      1003.64178, best error:       877.70721 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 113.5662384033s, input_fired_time: 1.2530014515, output_fired_time: 1.0431909561, propagate_forward_time: 45.1170997620, propagate_backward_time: 63.1958808899, weight_update_time: 0.1595780551, other_time: 2.9570732117
epoch time: 9.4793357849s, input_fired_time: 0.1307914406, output_fired_time: 0.0000000000, propagate_forward_time: 8.8201951981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5283489227
validation[          , genome  7099] predictions:    9686/  10000 (96.86%), best:    9746/10000 (97.46%), error:      1003.51562, best error:       877.70721 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 113.3677978516s, input_fired_time: 1.2728905678, output_fired_time: 1.0667575598, propagate_forward_time: 44.8503074646, propagate_backward_time: 63.1681327820, weight_update_time: 0.1590547860, other_time: 3.0097084045
epoch time: 9.5241165161s, input_fired_time: 0.1323138028, output_fired_time: 0.0000000000, propagate_forward_time: 8.8546772003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5371255875
validation[          , genome  7099] predictions:    9729/  10000 (97.29%), best:    9746/10000 (97.46%), error:       938.21771, best error:       877.70721 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 113.7911224365s, input_fired_time: 1.3069316149, output_fired_time: 1.0677037239, propagate_forward_time: 45.1231422424, propagate_backward_time: 63.3136482239, weight_update_time: 0.1635550857, other_time: 2.9797019958
epoch time: 9.5722751617s, input_fired_time: 0.1324359030, output_fired_time: 0.0000000000, propagate_forward_time: 8.9102315903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296077728
validation[          , genome  7099] predictions:    9730/  10000 (97.30%), best:    9746/10000 (97.46%), error:       954.99371, best error:       877.70721 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 113.4139251709s, input_fired_time: 1.2417658567, output_fired_time: 1.0404686928, propagate_forward_time: 45.0056915283, propagate_backward_time: 63.1209259033, weight_update_time: 0.1597218215, other_time: 3.0050735474
epoch time: 9.4986057281s, input_fired_time: 0.1311201602, output_fired_time: 0.0000000000, propagate_forward_time: 8.8360614777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5314245224
validation[          , genome  7099] predictions:    9730/  10000 (97.30%), best:    9746/10000 (97.46%), error:       911.54407, best error:       877.70721 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 113.5980682373s, input_fired_time: 1.2480043173, output_fired_time: 1.0402480364, propagate_forward_time: 44.9727554321, propagate_backward_time: 63.3845672607, weight_update_time: 0.1617126465, other_time: 2.9524993896
epoch time: 10.0405406952s, input_fired_time: 0.1326638162, output_fired_time: 0.0000000000, propagate_forward_time: 9.3143653870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935115814
validation[          , genome  7099] predictions:    9683/  10000 (96.83%), best:    9746/10000 (97.46%), error:      1019.64423, best error:       877.70721 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 113.2483596802s, input_fired_time: 1.2636984587, output_fired_time: 1.0343651772, propagate_forward_time: 44.8708114624, propagate_backward_time: 63.1413078308, weight_update_time: 0.1613885611, other_time: 2.9381828308
epoch time: 9.9929056168s, input_fired_time: 0.1314101368, output_fired_time: 0.0000000000, propagate_forward_time: 9.3098478317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5516471863
validation[          , genome  7099] predictions:    9692/  10000 (96.92%), best:    9746/10000 (97.46%), error:      1002.93195, best error:       877.70721 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 114.4044036865s, input_fired_time: 1.2811511755, output_fired_time: 1.0732915401, propagate_forward_time: 45.4310913086, propagate_backward_time: 63.6216087341, weight_update_time: 0.1784056574, other_time: 2.9972648621
epoch time: 10.1786231995s, input_fired_time: 0.1400394142, output_fired_time: 0.0000000000, propagate_forward_time: 9.4308023453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6077814102
validation[          , genome  7099] predictions:    9710/  10000 (97.10%), best:    9746/10000 (97.46%), error:       961.88794, best error:       877.70721 on epoch:    42, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 112.9730758667s, input_fired_time: 1.2689291239, output_fired_time: 1.0574061871, propagate_forward_time: 44.6808090210, propagate_backward_time: 63.0272712708, weight_update_time: 0.1592239588, other_time: 2.9386634827
epoch time: 9.5665044785s, input_fired_time: 0.1319421381, output_fired_time: 0.0000000000, propagate_forward_time: 8.9055833817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5289793015
validation[          , genome  7099] predictions:    9751/  10000 (97.51%), best:    9746/10000 (97.46%), error:       909.19525, best error:       877.70721 on epoch:    42, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 113.3608016968s, input_fired_time: 1.2735511065, output_fired_time: 1.0862579346, propagate_forward_time: 44.8839340210, propagate_backward_time: 63.1315345764, weight_update_time: 0.1676957905, other_time: 2.9855232239
epoch time: 9.5915746689s, input_fired_time: 0.1316108108, output_fired_time: 0.0000000000, propagate_forward_time: 8.9200258255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399379730
validation[          , genome  7099] predictions:    9702/  10000 (97.02%), best:    9746/10000 (97.46%), error:       944.15686, best error:       877.70721 on epoch:    42, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 112.6941070557s, input_fired_time: 1.2671753168, output_fired_time: 1.0294125080, propagate_forward_time: 44.6927375793, propagate_backward_time: 62.7655105591, weight_update_time: 0.1594671756, other_time: 2.9392776489
epoch time: 10.1606607437s, input_fired_time: 0.1490235627, output_fired_time: 0.0000000000, propagate_forward_time: 9.4318895340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5797472000
validation[          , genome  7099] predictions:    9723/  10000 (97.23%), best:    9746/10000 (97.46%), error:       922.08630, best error:       877.70721 on epoch:    42, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 113.1767501831s, input_fired_time: 1.2534749508, output_fired_time: 1.0547484159, propagate_forward_time: 44.8323173523, propagate_backward_time: 63.0317497253, weight_update_time: 0.1673644036, other_time: 3.0044593811
epoch time: 9.4948492050s, input_fired_time: 0.1311574131, output_fired_time: 0.0000000000, propagate_forward_time: 8.8318510056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318403244
validation[          , genome  7099] predictions:    9697/  10000 (96.97%), best:    9746/10000 (97.46%), error:       995.11578, best error:       877.70721 on epoch:    42, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 114.0255050659s, input_fired_time: 1.2832714319, output_fired_time: 1.0765513182, propagate_forward_time: 45.0785636902, propagate_backward_time: 63.5619773865, weight_update_time: 0.1616996825, other_time: 3.0251350403
epoch time: 9.4810657501s, input_fired_time: 0.1312088370, output_fired_time: 0.0000000000, propagate_forward_time: 8.8180065155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318508148
validation[          , genome  7099] predictions:    9618/  10000 (96.18%), best:    9746/10000 (97.46%), error:      1229.40955, best error:       877.70721 on epoch:    42, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 114.5126495361s, input_fired_time: 1.3013900518, output_fired_time: 1.0549867153, propagate_forward_time: 45.3143157959, propagate_backward_time: 63.8274650574, weight_update_time: 0.1600728780, other_time: 3.0144920349
epoch time: 9.7853736877s, input_fired_time: 0.1336377859, output_fired_time: 0.0000000000, propagate_forward_time: 9.0987091064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5530271530
validation[          , genome  7099] predictions:    9650/  10000 (96.50%), best:    9746/10000 (97.46%), error:      1171.59619, best error:       877.70721 on epoch:    42, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 112.7500305176s, input_fired_time: 1.2895534039, output_fired_time: 1.0612747669, propagate_forward_time: 44.6404113770, propagate_backward_time: 62.8018188477, weight_update_time: 0.1796972603, other_time: 2.9569778442
epoch time: 9.5480136871s, input_fired_time: 0.1477729976, output_fired_time: 0.0000000000, propagate_forward_time: 8.8558120728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444288254
validation[          , genome  7099] predictions:    9726/  10000 (97.26%), best:    9746/10000 (97.46%), error:       920.45007, best error:       877.70721 on epoch:    42, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 114.1512145996s, input_fired_time: 1.2905377150, output_fired_time: 1.0604486465, propagate_forward_time: 45.2129249573, propagate_backward_time: 63.6045112610, weight_update_time: 0.1591124833, other_time: 2.9827995300
epoch time: 9.6454067230s, input_fired_time: 0.1319525391, output_fired_time: 0.0000000000, propagate_forward_time: 8.9682731628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5451812744
validation[          , genome  7099] predictions:    9666/  10000 (96.66%), best:    9746/10000 (97.46%), error:      1133.65979, best error:       877.70721 on epoch:    42, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 113.6459579468s, input_fired_time: 1.2880907059, output_fired_time: 1.0296088457, propagate_forward_time: 45.0468368530, propagate_backward_time: 63.3164138794, weight_update_time: 0.1641059816, other_time: 2.9650039673
epoch time: 9.6611557007s, input_fired_time: 0.1322788447, output_fired_time: 0.0000000000, propagate_forward_time: 9.0003204346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5285568237
validation[          , genome  7099] predictions:    9714/  10000 (97.14%), best:    9746/10000 (97.46%), error:       925.46948, best error:       877.70721 on epoch:    42, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 112.7358932495s, input_fired_time: 1.2550103664, output_fired_time: 1.0677518845, propagate_forward_time: 44.6645812988, propagate_backward_time: 62.7748870850, weight_update_time: 0.1591198891, other_time: 2.9736633301
epoch time: 9.7109127045s, input_fired_time: 0.1323011070, output_fired_time: 0.0000000000, propagate_forward_time: 9.0390377045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395736694
validation[          , genome  7099] predictions:    9640/  10000 (96.40%), best:    9746/10000 (97.46%), error:      1148.46277, best error:       877.70721 on epoch:    42, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 114.6162567139s, input_fired_time: 1.2819968462, output_fired_time: 1.0509063005, propagate_forward_time: 45.4863128662, propagate_backward_time: 63.7658195496, weight_update_time: 0.1601278484, other_time: 3.0312232971
epoch time: 9.6494951248s, input_fired_time: 0.1313627064, output_fired_time: 0.0000000000, propagate_forward_time: 8.9839162827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342159271
validation[          , genome  7099] predictions:    9701/  10000 (97.01%), best:    9746/10000 (97.46%), error:       967.20020, best error:       877.70721 on epoch:    42, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 113.9237594604s, input_fired_time: 1.2786258459, output_fired_time: 1.0527017117, propagate_forward_time: 45.1667671204, propagate_backward_time: 63.4477005005, weight_update_time: 0.1598391980, other_time: 2.9779586792
epoch time: 9.6891727448s, input_fired_time: 0.1333311945, output_fired_time: 0.0000000000, propagate_forward_time: 9.0231533051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326881409
validation[          , genome  7099] predictions:    9688/  10000 (96.88%), best:    9746/10000 (97.46%), error:      1032.59900, best error:       877.70721 on epoch:    42, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 112.6471328735s, input_fired_time: 1.2546619177, output_fired_time: 1.0296258926, propagate_forward_time: 44.5929107666, propagate_backward_time: 62.8121490479, weight_update_time: 0.1592727900, other_time: 2.9577865601
epoch time: 9.4945354462s, input_fired_time: 0.1330929399, output_fired_time: 0.0000000000, propagate_forward_time: 8.8273649216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340776443
validation[          , genome  7099] predictions:    9690/  10000 (96.90%), best:    9746/10000 (97.46%), error:       993.97522, best error:       877.70721 on epoch:    42, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 114.4078445435s, input_fired_time: 1.2627890110, output_fired_time: 1.0698753595, propagate_forward_time: 45.3344459534, propagate_backward_time: 63.7581939697, weight_update_time: 0.1596010029, other_time: 2.9825439453
epoch time: 9.6274576187s, input_fired_time: 0.1347050071, output_fired_time: 0.0000000000, propagate_forward_time: 8.9611320496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316209793
validation[          , genome  7099] predictions:    9713/  10000 (97.13%), best:    9746/10000 (97.46%), error:       975.63885, best error:       877.70721 on epoch:    42, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 113.5397796631s, input_fired_time: 1.2916479111, output_fired_time: 1.0547624826, propagate_forward_time: 44.9581413269, propagate_backward_time: 63.2481117249, weight_update_time: 0.1595993191, other_time: 2.9871177673
epoch time: 9.4940290451s, input_fired_time: 0.1321526766, output_fired_time: 0.0000000000, propagate_forward_time: 8.8314342499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5304422379
validation[          , genome  7099] predictions:    9667/  10000 (96.67%), best:    9746/10000 (97.46%), error:      1119.68494, best error:       877.70721 on epoch:    42, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 114.1400833130s, input_fired_time: 1.2743339539, output_fired_time: 1.0536884069, propagate_forward_time: 45.3885231018, propagate_backward_time: 63.4062004089, weight_update_time: 0.1634871662, other_time: 3.0173377991
epoch time: 10.2762308121s, input_fired_time: 0.1456235200, output_fired_time: 0.0000000000, propagate_forward_time: 9.5421171188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5884904861
validation[          , genome  7099] predictions:    9734/  10000 (97.34%), best:    9746/10000 (97.46%), error:       883.78497, best error:       877.70721 on epoch:    42, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 113.9275207520s, input_fired_time: 1.2553412914, output_fired_time: 1.0445417166, propagate_forward_time: 45.1222190857, propagate_backward_time: 63.5103492737, weight_update_time: 0.1595392525, other_time: 2.9950675964
epoch time: 9.7328968048s, input_fired_time: 0.1359134018, output_fired_time: 0.0000000000, propagate_forward_time: 9.0421600342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5548229218
validation[          , genome  7099] predictions:    9692/  10000 (96.92%), best:    9746/10000 (97.46%), error:      1103.82019, best error:       877.70721 on epoch:    42, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 113.4321365356s, input_fired_time: 1.2631015778, output_fired_time: 1.0397452116, propagate_forward_time: 44.9226837158, propagate_backward_time: 63.2348022461, weight_update_time: 0.1600065231, other_time: 2.9718093872
epoch time: 9.6837892532s, input_fired_time: 0.1374648213, output_fired_time: 0.0000000000, propagate_forward_time: 8.9860677719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5602569580
validation[          , genome  7099] predictions:    9674/  10000 (96.74%), best:    9746/10000 (97.46%), error:      1035.65991, best error:       877.70721 on epoch:    42, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 113.0997161865s, input_fired_time: 1.3109842539, output_fired_time: 1.0300688744, propagate_forward_time: 44.7824363708, propagate_backward_time: 63.0294265747, weight_update_time: 0.1601793319, other_time: 2.9468002319
epoch time: 9.4980707169s, input_fired_time: 0.1345231533, output_fired_time: 0.0000000000, propagate_forward_time: 8.8304300308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331172943
validation[          , genome  7099] predictions:    9650/  10000 (96.50%), best:    9746/10000 (97.46%), error:      1160.78955, best error:       877.70721 on epoch:    42, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 112.6537857056s, input_fired_time: 1.2572722435, output_fired_time: 1.0324091911, propagate_forward_time: 44.6215705872, propagate_backward_time: 62.7867088318, weight_update_time: 0.1599291712, other_time: 2.9558296204
epoch time: 9.6563510895s, input_fired_time: 0.1349790692, output_fired_time: 0.0000000000, propagate_forward_time: 8.9851789474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5361928940
validation[          , genome  7099] predictions:    9713/  10000 (97.13%), best:    9746/10000 (97.46%), error:       989.45380, best error:       877.70721 on epoch:    42, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 113.3789901733s, input_fired_time: 1.2933511734, output_fired_time: 1.0446090698, propagate_forward_time: 44.9094848633, propagate_backward_time: 63.1604118347, weight_update_time: 0.1646664888, other_time: 2.9711341858
epoch time: 10.4421968460s, input_fired_time: 0.1578546762, output_fired_time: 0.0000000000, propagate_forward_time: 9.7071495056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5771923065
validation[          , genome  7099] predictions:    9662/  10000 (96.62%), best:    9746/10000 (97.46%), error:      1066.15625, best error:       877.70721 on epoch:    42, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 113.4090499878s, input_fired_time: 1.2637469769, output_fired_time: 1.0909333229, propagate_forward_time: 44.9883193970, propagate_backward_time: 63.0977058411, weight_update_time: 0.1594644785, other_time: 2.9683418274
epoch time: 9.4997978210s, input_fired_time: 0.1337480992, output_fired_time: 0.0000000000, propagate_forward_time: 8.8339366913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321130753
validation[          , genome  7099] predictions:    9698/  10000 (96.98%), best:    9746/10000 (97.46%), error:       971.85254, best error:       877.70721 on epoch:    42, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 114.2806854248s, input_fired_time: 1.3178310394, output_fired_time: 1.0473444462, propagate_forward_time: 45.2163238525, propagate_backward_time: 63.7143669128, weight_update_time: 0.1637561321, other_time: 2.9848136902
epoch time: 9.4922428131s, input_fired_time: 0.1331810504, output_fired_time: 0.0000000000, propagate_forward_time: 8.8297061920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5293560028
validation[          , genome  7099] predictions:    9724/  10000 (97.24%), best:    9746/10000 (97.46%), error:       969.18298, best error:       877.70721 on epoch:    42, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 113.0258712769s, input_fired_time: 1.2643206120, output_fired_time: 1.0378055573, propagate_forward_time: 44.7945480347, propagate_backward_time: 62.9666671753, weight_update_time: 0.1597822309, other_time: 2.9625320435
epoch time: 9.5023651123s, input_fired_time: 0.1339427680, output_fired_time: 0.0000000000, propagate_forward_time: 8.8373889923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5310335159
validation[          , genome  7099] predictions:    9681/  10000 (96.81%), best:    9746/10000 (97.46%), error:      1029.18457, best error:       877.70721 on epoch:    42, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 114.4108734131s, input_fired_time: 1.2893208265, output_fired_time: 1.0574349165, propagate_forward_time: 45.3301200867, propagate_backward_time: 63.6615104675, weight_update_time: 0.1676725447, other_time: 3.0724830627
epoch time: 9.6029586792s, input_fired_time: 0.1352762729, output_fired_time: 0.0000000000, propagate_forward_time: 8.9240407944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436420441
validation[          , genome  7099] predictions:    9713/  10000 (97.13%), best:    9746/10000 (97.46%), error:       980.64404, best error:       877.70721 on epoch:    42, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 114.0511932373s, input_fired_time: 1.3011903763, output_fired_time: 1.0899145603, propagate_forward_time: 45.1074142456, propagate_backward_time: 63.5893554688, weight_update_time: 0.1593204141, other_time: 2.9633178711
epoch time: 9.5163822174s, input_fired_time: 0.1350597292, output_fired_time: 0.0000000000, propagate_forward_time: 8.8445444107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5367784500
validation[          , genome  7099] predictions:    9699/  10000 (96.99%), best:    9746/10000 (97.46%), error:      1048.10828, best error:       877.70721 on epoch:    42, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 114.1040115356s, input_fired_time: 1.2812383175, output_fired_time: 1.0470238924, propagate_forward_time: 45.1094207764, propagate_backward_time: 63.6290779114, weight_update_time: 0.1600928158, other_time: 3.0372505188
epoch time: 9.5444507599s, input_fired_time: 0.1352441460, output_fired_time: 0.0000000000, propagate_forward_time: 8.8716297150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375766754
validation[          , genome  7099] predictions:    9717/  10000 (97.17%), best:    9746/10000 (97.46%), error:       937.76642, best error:       877.70721 on epoch:    42, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 114.2540206909s, input_fired_time: 1.2680287361, output_fired_time: 1.0722861290, propagate_forward_time: 45.3856735229, propagate_backward_time: 63.4940567017, weight_update_time: 0.1702115387, other_time: 3.0339736938
epoch time: 9.8104200363s, input_fired_time: 0.1352530122, output_fired_time: 0.0000000000, propagate_forward_time: 9.1151924133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5599746704
validation[          , genome  7099] predictions:    9723/  10000 (97.23%), best:    9746/10000 (97.46%), error:       944.50415, best error:       877.70721 on epoch:    42, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 113.8300399780s, input_fired_time: 1.3057029247, output_fired_time: 1.0524449348, propagate_forward_time: 45.0838508606, propagate_backward_time: 63.3753242493, weight_update_time: 0.1595878005, other_time: 3.0127220154
epoch time: 9.5401687622s, input_fired_time: 0.1365171969, output_fired_time: 0.0000000000, propagate_forward_time: 8.8694858551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341653824
validation[          , genome  7099] predictions:    9697/  10000 (96.97%), best:    9746/10000 (97.46%), error:      1028.67334, best error:       877.70721 on epoch:    42, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 114.7521362305s, input_fired_time: 1.2900779247, output_fired_time: 1.0435217619, propagate_forward_time: 45.4870910645, propagate_backward_time: 63.8543319702, weight_update_time: 0.1602826118, other_time: 3.0771179199
epoch time: 9.5198707581s, input_fired_time: 0.1346752048, output_fired_time: 0.0000000000, propagate_forward_time: 8.8502817154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349140167
validation[          , genome  7099] predictions:    9675/  10000 (96.75%), best:    9746/10000 (97.46%), error:      1078.27209, best error:       877.70721 on epoch:    42, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 114.0226364136s, input_fired_time: 1.2985440493, output_fired_time: 1.0406956673, propagate_forward_time: 45.1907272339, propagate_backward_time: 63.4986572266, weight_update_time: 0.1596592367, other_time: 2.9940109253
epoch time: 9.6712999344s, input_fired_time: 0.1352408528, output_fired_time: 0.0000000000, propagate_forward_time: 8.9815073013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5545520782
validation[          , genome  7099] predictions:    9729/  10000 (97.29%), best:    9746/10000 (97.46%), error:       893.30048, best error:       877.70721 on epoch:    42, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 114.4465408325s, input_fired_time: 1.2854743004, output_fired_time: 1.0475956202, propagate_forward_time: 45.3916435242, propagate_backward_time: 63.6998443604, weight_update_time: 0.1614592224, other_time: 3.0219879150
epoch time: 9.4984273911s, input_fired_time: 0.1340354681, output_fired_time: 0.0000000000, propagate_forward_time: 8.8346605301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5297317505
validation[          , genome  7099] predictions:    9708/  10000 (97.08%), best:    9746/10000 (97.46%), error:      1017.76733, best error:       877.70721 on epoch:    42, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 113.8647537231s, input_fired_time: 1.2809396982, output_fired_time: 1.0546206236, propagate_forward_time: 45.1190032959, propagate_backward_time: 63.4282875061, weight_update_time: 0.1601947099, other_time: 2.9819068909
epoch time: 10.2930421829s, input_fired_time: 0.1631685048, output_fired_time: 0.0000000000, propagate_forward_time: 9.5215530396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6083202362
validation[          , genome  7099] predictions:    9734/  10000 (97.34%), best:    9746/10000 (97.46%), error:       919.82520, best error:       877.70721 on epoch:    42, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 114.3093643188s, input_fired_time: 1.3408176899, output_fired_time: 1.0347772837, propagate_forward_time: 45.1897621155, propagate_backward_time: 63.7436370850, weight_update_time: 0.1610559970, other_time: 3.0003662109
epoch time: 10.1177244186s, input_fired_time: 0.1431023031, output_fired_time: 0.0000000000, propagate_forward_time: 9.4029169083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5717048645
validation[          , genome  7099] predictions:    9701/  10000 (97.01%), best:    9746/10000 (97.46%), error:       998.75354, best error:       877.70721 on epoch:    42, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 113.2218627930s, input_fired_time: 1.2894139290, output_fired_time: 1.0526700020, propagate_forward_time: 44.8823280334, propagate_backward_time: 63.0213012695, weight_update_time: 0.1624464542, other_time: 2.9761505127
epoch time: 10.2281560898s, input_fired_time: 0.1556485742, output_fired_time: 0.0000000000, propagate_forward_time: 9.5055503845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5669574738
validation[          , genome  7099] predictions:    9675/  10000 (96.75%), best:    9746/10000 (97.46%), error:      1115.48584, best error:       877.70721 on epoch:    42, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 114.3282470703s, input_fired_time: 1.2851463556, output_fired_time: 1.0779328346, propagate_forward_time: 45.3249740601, propagate_backward_time: 63.6513977051, weight_update_time: 0.1590239853, other_time: 2.9887924194
epoch time: 10.0407428741s, input_fired_time: 0.1400622874, output_fired_time: 0.0000000000, propagate_forward_time: 9.3096961975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5909843445
validation[          , genome  7099] predictions:    9702/  10000 (97.02%), best:    9746/10000 (97.46%), error:       996.99969, best error:       877.70721 on epoch:    42, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 113.1263732910s, input_fired_time: 1.2592142820, output_fired_time: 1.0871955156, propagate_forward_time: 44.7368164062, propagate_backward_time: 63.0886306763, weight_update_time: 0.1754005253, other_time: 2.9545135498
epoch time: 9.6413488388s, input_fired_time: 0.1352823079, output_fired_time: 0.0000000000, propagate_forward_time: 8.9559993744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5500669479
validation[          , genome  7099] predictions:    9727/  10000 (97.27%), best:    9746/10000 (97.46%), error:       925.48633, best error:       877.70721 on epoch:    42, 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: 48.6124954224s, input_fired_time: 0.6647922993, output_fired_time: 0.0000000000, propagate_forward_time: 45.1860351562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7616691589
best training[          , genome  7099] predictions:   49217/  50000 (98.43%), best:    9746/10000 (97.46%), error:      2876.73096, best error:       877.70721 on epoch:    42, 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: 9.6268157959s, input_fired_time: 0.1281133443, output_fired_time: 0.0000000000, propagate_forward_time: 8.9653377533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333642960
   testing[          , genome  7099] predictions:    9757/  10000 (97.57%), best:    9746/10000 (97.46%), error:       849.32391, best error:       877.70721 on epoch:    42, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:23:16 (1138): called boinc_finish(0)

</stderr_txt>
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