Nameexact_genome_1512568488_44_6464_1
Workunit2603672
Created7 Dec 2017, 20:02:42 UTC
Sent7 Dec 2017, 20:09:25 UTC
Report deadline15 Dec 2017, 2:31:50 UTC
Received8 Dec 2017, 12:12:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55826
Run time4 hours 13 min 56 sec
CPU time4 hours 9 min 18 sec
Validate stateValid
Credit1,816.39
Device peak FLOPS2.11 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.06 MB
Peak swap size151.79 MB
Peak disk usage1.03 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
279053, weight_update_time: 0.1298617423, other_time: 7.6255035400
epoch time: 11.9160003662s, input_fired_time: 0.1418357790, output_fired_time: 0.0000000000, propagate_forward_time: 10.2897386551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4844255447
validation[          , genome  6464] predictions:    9702/  10000 (97.02%), best:    9697/10000 (96.97%), error:      1080.48633, best error:      1049.70825 on epoch:     6, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 138.5074310303s, input_fired_time: 1.3575623035, output_fired_time: 0.8854878545, propagate_forward_time: 51.2597846985, propagate_backward_time: 77.3884124756, weight_update_time: 0.1294166893, other_time: 7.6161956787
epoch time: 11.9175386429s, input_fired_time: 0.1428142339, output_fired_time: 0.0000000000, propagate_forward_time: 10.2650852203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5096387863
validation[          , genome  6464] predictions:    9700/  10000 (97.00%), best:    9697/10000 (96.97%), error:      1054.34851, best error:      1049.70825 on epoch:     6, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 137.6000213623s, input_fired_time: 1.3378202915, output_fired_time: 0.8935622573, propagate_forward_time: 51.1668853760, propagate_backward_time: 76.5678405762, weight_update_time: 0.1289942116, other_time: 7.6339263916
epoch time: 11.8651065826s, input_fired_time: 0.1428314000, output_fired_time: 0.0000000000, propagate_forward_time: 10.2466878891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4755868912
validation[          , genome  6464] predictions:    9624/  10000 (96.24%), best:    9697/10000 (96.97%), error:      1220.72278, best error:      1049.70825 on epoch:     6, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 138.0362701416s, input_fired_time: 1.3376295567, output_fired_time: 0.8799049258, propagate_forward_time: 51.3166961670, propagate_backward_time: 76.8853149414, weight_update_time: 0.1379270107, other_time: 7.6167297363
epoch time: 11.7591304779s, input_fired_time: 0.1450451314, output_fired_time: 0.0000000000, propagate_forward_time: 10.1382474899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4758377075
validation[          , genome  6464] predictions:    9666/  10000 (96.66%), best:    9697/10000 (96.97%), error:      1054.71350, best error:      1049.70825 on epoch:     6, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 138.4537048340s, input_fired_time: 1.3528678417, output_fired_time: 0.9455618858, propagate_forward_time: 51.3904876709, propagate_backward_time: 76.8686294556, weight_update_time: 0.1300197095, other_time: 7.8961563110
epoch time: 11.8723745346s, input_fired_time: 0.1436168551, output_fired_time: 0.0000000000, propagate_forward_time: 10.2373218536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4914360046
validation[          , genome  6464] predictions:    9695/  10000 (96.95%), best:    9695/10000 (96.95%), error:      1025.39807, best error:      1025.39807 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 137.6208190918s, input_fired_time: 1.3485548496, output_fired_time: 0.9376167655, propagate_forward_time: 51.0595893860, propagate_backward_time: 76.5620651245, weight_update_time: 0.1298909783, other_time: 7.7129898071
epoch time: 11.8230142593s, input_fired_time: 0.1420124471, output_fired_time: 0.0000000000, propagate_forward_time: 10.1959562302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4850454330
validation[          , genome  6464] predictions:    9680/  10000 (96.80%), best:    9695/10000 (96.95%), error:      1055.20154, best error:      1025.39807 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 137.7042846680s, input_fired_time: 1.3363140821, output_fired_time: 0.8916530609, propagate_forward_time: 51.0338821411, propagate_backward_time: 76.7180709839, weight_update_time: 0.1291739792, other_time: 7.7243652344
epoch time: 11.9347753525s, input_fired_time: 0.1451913863, output_fired_time: 0.0000000000, propagate_forward_time: 10.2447166443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5448675156
validation[          , genome  6464] predictions:    9686/  10000 (96.86%), best:    9695/10000 (96.95%), error:      1040.34583, best error:      1025.39807 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 137.0755462646s, input_fired_time: 1.3337509632, output_fired_time: 0.8636739254, propagate_forward_time: 50.7718467712, propagate_backward_time: 76.4423370361, weight_update_time: 0.1285866201, other_time: 7.6639251709
epoch time: 11.6985311508s, input_fired_time: 0.1431348622, output_fired_time: 0.0000000000, propagate_forward_time: 10.0389337540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5164623260
validation[          , genome  6464] predictions:    9672/  10000 (96.72%), best:    9695/10000 (96.95%), error:      1079.36816, best error:      1025.39807 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 137.5819549561s, input_fired_time: 1.3484863043, output_fired_time: 0.8576945662, propagate_forward_time: 50.9357643127, propagate_backward_time: 76.7339019775, weight_update_time: 0.1298124641, other_time: 7.7061157227
epoch time: 11.8386783600s, input_fired_time: 0.1459412575, output_fired_time: 0.0000000000, propagate_forward_time: 10.2049913406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4877462387
validation[          , genome  6464] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1023.31543, best error:      1023.31543 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 138.4683074951s, input_fired_time: 1.3865250349, output_fired_time: 0.8699240088, propagate_forward_time: 51.2770233154, propagate_backward_time: 77.2488327026, weight_update_time: 0.1299709082, other_time: 7.6860122681
epoch time: 12.1191511154s, input_fired_time: 0.1436652988, output_fired_time: 0.0000000000, propagate_forward_time: 10.4975662231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4779195786
validation[          , genome  6464] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       996.21936, best error:       996.21936 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 137.7794647217s, input_fired_time: 1.3447647095, output_fired_time: 0.8631213307, propagate_forward_time: 50.9250717163, propagate_backward_time: 76.9464263916, weight_update_time: 0.1297394335, other_time: 7.7000656128
epoch time: 11.6655950546s, input_fired_time: 0.1417085528, output_fired_time: 0.0000000000, propagate_forward_time: 10.0540332794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4698534012
validation[          , genome  6464] predictions:    9532/  10000 (95.32%), best:    9714/10000 (97.14%), error:      1447.46313, best error:       996.21936 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 137.7257690430s, input_fired_time: 1.3601517677, output_fired_time: 0.8637326956, propagate_forward_time: 50.8731269836, propagate_backward_time: 76.9301681519, weight_update_time: 0.1290241778, other_time: 7.6985855103
epoch time: 11.5545835495s, input_fired_time: 0.1435713023, output_fired_time: 0.0000000000, propagate_forward_time: 9.8813390732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5296735764
validation[          , genome  6464] predictions:    9703/  10000 (97.03%), best:    9714/10000 (97.14%), error:      1020.33624, best error:       996.21936 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 137.8089904785s, input_fired_time: 1.3490842581, output_fired_time: 0.9189229608, propagate_forward_time: 51.0127410889, propagate_backward_time: 76.8589706421, weight_update_time: 0.1380556226, other_time: 7.6692581177
epoch time: 11.8224515915s, input_fired_time: 0.1428142637, output_fired_time: 0.0000000000, propagate_forward_time: 10.1758327484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5038042068
validation[          , genome  6464] predictions:    9642/  10000 (96.42%), best:    9714/10000 (97.14%), error:      1104.92358, best error:       996.21936 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 137.6746520996s, input_fired_time: 1.4263833761, output_fired_time: 0.8697149754, propagate_forward_time: 50.9934806824, propagate_backward_time: 76.6764678955, weight_update_time: 0.1290874779, other_time: 7.7086029053
epoch time: 11.9957008362s, input_fired_time: 0.1489931345, output_fired_time: 0.0000000000, propagate_forward_time: 10.3377122879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5089950562
validation[          , genome  6464] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       988.49420, best error:       988.49420 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 137.1905517578s, input_fired_time: 1.3429238796, output_fired_time: 0.8794635534, propagate_forward_time: 50.6117172241, propagate_backward_time: 76.6930084229, weight_update_time: 0.1289991587, other_time: 7.6634292603
epoch time: 11.9598636627s, input_fired_time: 0.1566019505, output_fired_time: 0.0000000000, propagate_forward_time: 10.2991828918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5040788651
validation[          , genome  6464] predictions:    9661/  10000 (96.61%), best:    9709/10000 (97.09%), error:      1080.70142, best error:       988.49420 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 138.4774627686s, input_fired_time: 1.3555846214, output_fired_time: 0.8735694885, propagate_forward_time: 51.4392356873, propagate_backward_time: 77.1289901733, weight_update_time: 0.1373854578, other_time: 7.6800765991
epoch time: 11.8211669922s, input_fired_time: 0.1438183933, output_fired_time: 0.0000000000, propagate_forward_time: 10.1847667694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4925813675
validation[          , genome  6464] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       945.09290, best error:       945.09290 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 138.2075347900s, input_fired_time: 1.3672925234, output_fired_time: 0.8808426857, propagate_forward_time: 50.9590568542, propagate_backward_time: 77.3171997070, weight_update_time: 0.1315970719, other_time: 7.6831359863
epoch time: 11.5759525299s, input_fired_time: 0.1425040215, output_fired_time: 0.0000000000, propagate_forward_time: 9.9366674423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4967813492
validation[          , genome  6464] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       930.78119, best error:       930.78119 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 137.3144073486s, input_fired_time: 1.3497664928, output_fired_time: 0.8601158857, propagate_forward_time: 50.9239311218, propagate_backward_time: 76.5179290771, weight_update_time: 0.1286625117, other_time: 7.6626586914
epoch time: 11.9635915756s, input_fired_time: 0.1449321061, output_fired_time: 0.0000000000, propagate_forward_time: 10.3227729797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4958868027
validation[          , genome  6464] predictions:    9674/  10000 (96.74%), best:    9725/10000 (97.25%), error:      1095.30176, best error:       930.78119 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 138.0742492676s, input_fired_time: 1.3873859644, output_fired_time: 0.8639091849, propagate_forward_time: 51.2141685486, propagate_backward_time: 76.8148880005, weight_update_time: 0.1288742274, other_time: 7.7938919067
epoch time: 13.0076828003s, input_fired_time: 0.1462341398, output_fired_time: 0.0000000000, propagate_forward_time: 11.2199192047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6415290833
validation[          , genome  6464] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       908.06232, best error:       908.06232 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 141.4252624512s, input_fired_time: 1.4284604788, output_fired_time: 0.8869017959, propagate_forward_time: 52.4406394958, propagate_backward_time: 78.8181762695, weight_update_time: 0.1301641762, other_time: 7.8510742188
epoch time: 12.0807638168s, input_fired_time: 0.1453045160, output_fired_time: 0.0000000000, propagate_forward_time: 10.3581886292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5772705078
validation[          , genome  6464] predictions:    9674/  10000 (96.74%), best:    9724/10000 (97.24%), error:      1019.42725, best error:       908.06232 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 136.8233337402s, input_fired_time: 1.3533852100, output_fired_time: 0.8496662378, propagate_forward_time: 50.7378768921, propagate_backward_time: 76.1676025391, weight_update_time: 0.1282851845, other_time: 7.7148056030
epoch time: 11.5910949707s, input_fired_time: 0.1426773667, output_fired_time: 0.0000000000, propagate_forward_time: 9.9494314194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4989862442
validation[          , genome  6464] predictions:    9716/  10000 (97.16%), best:    9724/10000 (97.24%), error:       935.49213, best error:       908.06232 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 137.5840759277s, input_fired_time: 1.3448159695, output_fired_time: 0.8798698783, propagate_forward_time: 51.1311645508, propagate_backward_time: 76.5286483765, weight_update_time: 0.1294999123, other_time: 7.6995773315
epoch time: 11.6475057602s, input_fired_time: 0.1435027570, output_fired_time: 0.0000000000, propagate_forward_time: 10.0210342407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4829683304
validation[          , genome  6464] predictions:    9677/  10000 (96.77%), best:    9724/10000 (97.24%), error:      1093.25061, best error:       908.06232 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 137.8993682861s, input_fired_time: 1.3887007236, output_fired_time: 0.9273644090, propagate_forward_time: 51.0287628174, propagate_backward_time: 76.8922958374, weight_update_time: 0.1290376186, other_time: 7.6622390747
epoch time: 11.8886442184s, input_fired_time: 0.1442918926, output_fired_time: 0.0000000000, propagate_forward_time: 10.2362813950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5080709457
validation[          , genome  6464] predictions:    9685/  10000 (96.85%), best:    9724/10000 (97.24%), error:       983.12103, best error:       908.06232 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 137.6966857910s, input_fired_time: 1.3547406197, output_fired_time: 0.8642582893, propagate_forward_time: 51.3290748596, propagate_backward_time: 76.3147659302, weight_update_time: 0.1285720170, other_time: 7.8338546753
epoch time: 11.9172649384s, input_fired_time: 0.1473829448, output_fired_time: 0.0000000000, propagate_forward_time: 10.2872343063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4826478958
validation[          , genome  6464] predictions:    9713/  10000 (97.13%), best:    9724/10000 (97.24%), error:       915.73236, best error:       908.06232 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 137.4952697754s, input_fired_time: 1.3620243073, output_fired_time: 0.8632953167, propagate_forward_time: 50.9207267761, propagate_backward_time: 76.6411895752, weight_update_time: 0.1289890856, other_time: 7.7080230713
epoch time: 11.9565267563s, input_fired_time: 0.1466283351, output_fired_time: 0.0000000000, propagate_forward_time: 10.3231725693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4867258072
validation[          , genome  6464] predictions:    9711/  10000 (97.11%), best:    9724/10000 (97.24%), error:       970.08636, best error:       908.06232 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 137.8656311035s, input_fired_time: 1.3610873222, output_fired_time: 0.9018885493, propagate_forward_time: 51.1425895691, propagate_backward_time: 76.7015075684, weight_update_time: 0.1530119628, other_time: 7.7585601807
epoch time: 11.8935270309s, input_fired_time: 0.1477853060, output_fired_time: 0.0000000000, propagate_forward_time: 10.2136192322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5321226120
validation[          , genome  6464] predictions:    9682/  10000 (96.82%), best:    9724/10000 (97.24%), error:      1037.85681, best error:       908.06232 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 137.2279357910s, input_fired_time: 1.3548702002, output_fired_time: 0.8582906723, propagate_forward_time: 50.6110115051, propagate_backward_time: 76.6187820435, weight_update_time: 0.1283364296, other_time: 7.7849807739
epoch time: 11.8075733185s, input_fired_time: 0.1460995078, output_fired_time: 0.0000000000, propagate_forward_time: 10.1833105087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4781637192
validation[          , genome  6464] predictions:    9687/  10000 (96.87%), best:    9724/10000 (97.24%), error:      1022.42987, best error:       908.06232 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 137.8982238770s, input_fired_time: 1.4560065269, output_fired_time: 0.8939542174, propagate_forward_time: 50.9188117981, propagate_backward_time: 76.9589004517, weight_update_time: 0.1550185531, other_time: 7.6705551147
epoch time: 11.8738689423s, input_fired_time: 0.1499212831, output_fired_time: 0.0000000000, propagate_forward_time: 10.2440547943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4798927307
validation[          , genome  6464] predictions:    9714/  10000 (97.14%), best:    9724/10000 (97.24%), error:       951.57135, best error:       908.06232 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 137.7380371094s, input_fired_time: 1.3634315729, output_fired_time: 0.8607622981, propagate_forward_time: 51.2906455994, propagate_backward_time: 76.4861373901, weight_update_time: 0.1287247092, other_time: 7.7370529175
epoch time: 11.7837810516s, input_fired_time: 0.1474574655, output_fired_time: 0.0000000000, propagate_forward_time: 10.1492547989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4870691299
validation[          , genome  6464] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       891.52374, best error:       891.52374 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 137.7167816162s, input_fired_time: 1.3521099091, output_fired_time: 0.8708028793, propagate_forward_time: 51.0115814209, propagate_backward_time: 76.8328628540, weight_update_time: 0.1329979748, other_time: 7.6494216919
epoch time: 11.9448680878s, input_fired_time: 0.1470669359, output_fired_time: 0.0000000000, propagate_forward_time: 10.2686223984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5291786194
validation[          , genome  6464] predictions:    9712/  10000 (97.12%), best:    9734/10000 (97.34%), error:       964.42456, best error:       891.52374 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 138.5655670166s, input_fired_time: 1.3614423275, output_fired_time: 0.8663571477, propagate_forward_time: 51.5360488892, propagate_backward_time: 76.9621963501, weight_update_time: 0.1369607449, other_time: 7.8395233154
epoch time: 11.9457330704s, input_fired_time: 0.1474257559, output_fired_time: 0.0000000000, propagate_forward_time: 10.2912397385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5070676804
validation[          , genome  6464] predictions:    9707/  10000 (97.07%), best:    9734/10000 (97.34%), error:       925.72321, best error:       891.52374 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 137.7541046143s, input_fired_time: 1.3614121675, output_fired_time: 0.9198727608, propagate_forward_time: 51.0917816162, propagate_backward_time: 76.7111663818, weight_update_time: 0.1288968921, other_time: 7.6698608398
epoch time: 11.9900751114s, input_fired_time: 0.1749263853, output_fired_time: 0.0000000000, propagate_forward_time: 10.2997388840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5154094696
validation[          , genome  6464] predictions:    9703/  10000 (97.03%), best:    9734/10000 (97.34%), error:      1004.67505, best error:       891.52374 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 137.8221435547s, input_fired_time: 1.3659760952, output_fired_time: 0.8872661591, propagate_forward_time: 51.3248176575, propagate_backward_time: 76.5433349609, weight_update_time: 0.1291657984, other_time: 7.7007446289
epoch time: 11.8471441269s, input_fired_time: 0.1475927383, output_fired_time: 0.0000000000, propagate_forward_time: 10.2068824768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4926691055
validation[          , genome  6464] predictions:    9681/  10000 (96.81%), best:    9734/10000 (97.34%), error:      1046.45166, best error:       891.52374 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 136.9435272217s, input_fired_time: 1.3485198021, output_fired_time: 0.8755697608, propagate_forward_time: 50.6907424927, propagate_backward_time: 76.2397994995, weight_update_time: 0.1283224672, other_time: 7.7888946533
epoch time: 11.9495630264s, input_fired_time: 0.1767051667, output_fired_time: 0.0000000000, propagate_forward_time: 10.2695770264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5032806396
validation[          , genome  6464] predictions:    9704/  10000 (97.04%), best:    9734/10000 (97.34%), error:       990.85437, best error:       891.52374 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 138.2707824707s, input_fired_time: 1.3846019506, output_fired_time: 0.8867739439, propagate_forward_time: 51.3272590637, propagate_backward_time: 77.0515899658, weight_update_time: 0.1294018477, other_time: 7.6205596924
epoch time: 11.8649845123s, input_fired_time: 0.1483666152, output_fired_time: 0.0000000000, propagate_forward_time: 10.2308359146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4857816696
validation[          , genome  6464] predictions:    9692/  10000 (96.92%), best:    9734/10000 (97.34%), error:       985.49207, best error:       891.52374 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 138.4412841797s, input_fired_time: 1.4665285349, output_fired_time: 0.8715775609, propagate_forward_time: 51.4401092529, propagate_backward_time: 76.9326629639, weight_update_time: 0.1359421909, other_time: 7.7304077148
epoch time: 11.9570369720s, input_fired_time: 0.1482720226, output_fired_time: 0.0000000000, propagate_forward_time: 10.3199529648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4888124466
validation[          , genome  6464] predictions:    9725/  10000 (97.25%), best:    9734/10000 (97.34%), error:       896.11780, best error:       891.52374 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 138.7179412842s, input_fired_time: 1.3580372334, output_fired_time: 0.8759447336, propagate_forward_time: 51.4809112549, propagate_backward_time: 77.2947235107, weight_update_time: 0.1294122189, other_time: 7.7083282471
epoch time: 12.0115566254s, input_fired_time: 0.1491953731, output_fired_time: 0.0000000000, propagate_forward_time: 10.3634519577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4989089966
validation[          , genome  6464] predictions:    9725/  10000 (97.25%), best:    9734/10000 (97.34%), error:       908.69751, best error:       891.52374 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 138.6278533936s, input_fired_time: 1.3602638245, output_fired_time: 0.8779181838, propagate_forward_time: 51.5247688293, propagate_backward_time: 77.1821594238, weight_update_time: 0.1301134527, other_time: 7.6827545166
epoch time: 11.8092765808s, input_fired_time: 0.1473591328, output_fired_time: 0.0000000000, propagate_forward_time: 10.1736927032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4882249832
validation[          , genome  6464] predictions:    9702/  10000 (97.02%), best:    9734/10000 (97.34%), error:       949.17065, best error:       891.52374 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 138.3533935547s, input_fired_time: 1.3936965466, output_fired_time: 0.8902410865, propagate_forward_time: 51.2705345154, propagate_backward_time: 77.0682525635, weight_update_time: 0.1377859861, other_time: 7.7306671143
epoch time: 12.1251163483s, input_fired_time: 0.1509065032, output_fired_time: 0.0000000000, propagate_forward_time: 10.4490289688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5251808167
validation[          , genome  6464] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       883.75037, best error:       883.75037 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 138.3539581299s, input_fired_time: 1.3908452988, output_fired_time: 0.8862535954, propagate_forward_time: 51.2403907776, propagate_backward_time: 77.1169128418, weight_update_time: 0.1299979687, other_time: 7.7195587158
epoch time: 11.8594617844s, input_fired_time: 0.1502894014, output_fired_time: 0.0000000000, propagate_forward_time: 10.2240629196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4851093292
validation[          , genome  6464] predictions:    9621/  10000 (96.21%), best:    9726/10000 (97.26%), error:      1272.34644, best error:       883.75037 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 138.5374450684s, input_fired_time: 1.3932062387, output_fired_time: 0.8876858950, propagate_forward_time: 51.2581977844, propagate_backward_time: 77.2714843750, weight_update_time: 0.1301929653, other_time: 7.7268829346
epoch time: 11.9429454803s, input_fired_time: 0.1501667798, output_fired_time: 0.0000000000, propagate_forward_time: 10.2293882370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5633907318
validation[          , genome  6464] predictions:    9696/  10000 (96.96%), best:    9726/10000 (97.26%), error:       996.34900, best error:       883.75037 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 138.3646392822s, input_fired_time: 1.3734042645, output_fired_time: 0.8873156905, propagate_forward_time: 51.4887199402, propagate_backward_time: 77.0075683594, weight_update_time: 0.1307422966, other_time: 7.6076354980
epoch time: 11.8826923370s, input_fired_time: 0.1510427892, output_fired_time: 0.0000000000, propagate_forward_time: 10.2612972260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4703521729
validation[          , genome  6464] predictions:    9722/  10000 (97.22%), best:    9726/10000 (97.26%), error:       903.45386, best error:       883.75037 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 138.4936676025s, input_fired_time: 1.3720319271, output_fired_time: 0.8716467023, propagate_forward_time: 51.4031333923, propagate_backward_time: 77.1325912476, weight_update_time: 0.1342181414, other_time: 7.7142715454
epoch time: 11.8944120407s, input_fired_time: 0.1509191990, output_fired_time: 0.0000000000, propagate_forward_time: 10.2568063736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4866867065
validation[          , genome  6464] predictions:    9725/  10000 (97.25%), best:    9726/10000 (97.26%), error:       949.74426, best error:       883.75037 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 138.6751556396s, input_fired_time: 1.3642511368, output_fired_time: 0.8966835141, propagate_forward_time: 51.2654151917, propagate_backward_time: 77.4947052002, weight_update_time: 0.1298425347, other_time: 7.6540985107
epoch time: 12.0229196548s, input_fired_time: 0.1507708728, output_fired_time: 0.0000000000, propagate_forward_time: 10.3569850922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5151634216
validation[          , genome  6464] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       848.56750, best error:       848.56750 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 137.9730682373s, input_fired_time: 1.3628535271, output_fired_time: 0.8777000308, propagate_forward_time: 51.4663085938, propagate_backward_time: 76.6418609619, weight_update_time: 0.1370619088, other_time: 7.6243438721
epoch time: 11.8255834579s, input_fired_time: 0.1496246457, output_fired_time: 0.0000000000, propagate_forward_time: 10.1813125610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4946460724
validation[          , genome  6464] predictions:    9672/  10000 (96.72%), best:    9749/10000 (97.49%), error:      1088.33948, best error:       848.56750 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 138.4466705322s, input_fired_time: 1.4559917450, output_fired_time: 0.8728145361, propagate_forward_time: 51.3036499023, propagate_backward_time: 77.0688934326, weight_update_time: 0.1306040734, other_time: 7.7453155518
epoch time: 11.8816404343s, input_fired_time: 0.1513081789, output_fired_time: 0.0000000000, propagate_forward_time: 10.2017450333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5285873413
validation[          , genome  6464] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       837.80096, best error:       837.80096 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 138.4857940674s, input_fired_time: 1.4119793177, output_fired_time: 0.8774413466, propagate_forward_time: 51.3387985229, propagate_backward_time: 76.9453582764, weight_update_time: 0.1305460781, other_time: 7.9122238159
epoch time: 12.0642967224s, input_fired_time: 0.1500790864, output_fired_time: 0.0000000000, propagate_forward_time: 10.3781194687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5360984802
validation[          , genome  6464] predictions:    9687/  10000 (96.87%), best:    9736/10000 (97.36%), error:      1063.36157, best error:       837.80096 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 138.2923431396s, input_fired_time: 1.3760825396, output_fired_time: 0.8750526309, propagate_forward_time: 50.9997100830, propagate_backward_time: 77.3294067383, weight_update_time: 0.1302130222, other_time: 7.7120971680
epoch time: 11.9074134827s, input_fired_time: 0.1518151909, output_fired_time: 0.0000000000, propagate_forward_time: 10.2794685364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4761295319
validation[          , genome  6464] predictions:    9714/  10000 (97.14%), best:    9736/10000 (97.36%), error:       922.11426, best error:       837.80096 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 139.2514953613s, input_fired_time: 1.4065637589, output_fired_time: 0.8871836066, propagate_forward_time: 51.7034416199, propagate_backward_time: 77.5191116333, weight_update_time: 0.1301732063, other_time: 7.7351913452
epoch time: 12.0056209564s, input_fired_time: 0.1553325802, output_fired_time: 0.0000000000, propagate_forward_time: 10.3268957138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5233926773
validation[          , genome  6464] predictions:    9746/  10000 (97.46%), best:    9736/10000 (97.36%), error:       847.29303, best error:       837.80096 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 137.9560699463s, input_fired_time: 1.3677182198, output_fired_time: 0.9023327231, propagate_forward_time: 51.0067901611, propagate_backward_time: 77.0561599731, weight_update_time: 0.1298698336, other_time: 7.6230697632
epoch time: 11.9761161804s, input_fired_time: 0.1507653147, output_fired_time: 0.0000000000, propagate_forward_time: 10.2492246628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5761260986
validation[          , genome  6464] predictions:    9703/  10000 (97.03%), best:    9736/10000 (97.36%), error:       963.73206, best error:       837.80096 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 137.7503051758s, input_fired_time: 1.3791002035, output_fired_time: 0.9224569798, propagate_forward_time: 50.9325408936, propagate_backward_time: 76.8897705078, weight_update_time: 0.1298363358, other_time: 7.6264343262
epoch time: 11.9686136246s, input_fired_time: 0.1543164551, output_fired_time: 0.0000000000, propagate_forward_time: 10.3164587021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4978380203
validation[          , genome  6464] predictions:    9706/  10000 (97.06%), best:    9736/10000 (97.36%), error:      1018.51733, best error:       837.80096 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 138.2654418945s, input_fired_time: 1.4164308310, output_fired_time: 0.9004114866, propagate_forward_time: 51.1576843262, propagate_backward_time: 77.0637969971, weight_update_time: 0.1301892996, other_time: 7.7271270752
epoch time: 11.8287973404s, input_fired_time: 0.1592890918, output_fired_time: 0.0000000000, propagate_forward_time: 10.1888065338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4807014465
validation[          , genome  6464] predictions:    9738/  10000 (97.38%), best:    9736/10000 (97.36%), error:       879.54260, best error:       837.80096 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 138.4244537354s, input_fired_time: 1.4056897163, output_fired_time: 0.8916507363, propagate_forward_time: 51.2766113281, propagate_backward_time: 77.1624832153, weight_update_time: 0.1302322894, other_time: 7.6880264282
epoch time: 11.9347257614s, input_fired_time: 0.1512664706, output_fired_time: 0.0000000000, propagate_forward_time: 10.2972936630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4861660004
validation[          , genome  6464] predictions:    9708/  10000 (97.08%), best:    9736/10000 (97.36%), error:       947.02899, best error:       837.80096 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 138.0253753662s, input_fired_time: 1.3951283693, output_fired_time: 0.8849359751, propagate_forward_time: 51.0761375427, propagate_backward_time: 76.9476852417, weight_update_time: 0.1301884055, other_time: 7.7214889526
epoch time: 11.8769159317s, input_fired_time: 0.1554492414, output_fired_time: 0.0000000000, propagate_forward_time: 10.2104644775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5110025406
validation[          , genome  6464] predictions:    9725/  10000 (97.25%), best:    9736/10000 (97.36%), error:       914.75177, best error:       837.80096 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 138.0083770752s, input_fired_time: 1.3910775185, output_fired_time: 0.8757409453, propagate_forward_time: 51.2610015869, propagate_backward_time: 76.8041687012, weight_update_time: 0.1298514009, other_time: 7.6763763428
epoch time: 11.9697437286s, input_fired_time: 0.1537054479, output_fired_time: 0.0000000000, propagate_forward_time: 10.3215627670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4944753647
validation[          , genome  6464] predictions:    9702/  10000 (97.02%), best:    9736/10000 (97.36%), error:       988.58124, best error:       837.80096 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 139.0214080811s, input_fired_time: 1.4147498608, output_fired_time: 0.8725348711, propagate_forward_time: 51.5086631775, propagate_backward_time: 77.4577560425, weight_update_time: 0.1318956316, other_time: 7.7677078247
epoch time: 11.8605413437s, input_fired_time: 0.1528997272, output_fired_time: 0.0000000000, propagate_forward_time: 10.2066087723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5010328293
validation[          , genome  6464] predictions:    9721/  10000 (97.21%), best:    9736/10000 (97.36%), error:       889.79108, best error:       837.80096 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 138.1222991943s, input_fired_time: 1.4570027590, output_fired_time: 0.8766245842, propagate_forward_time: 51.2815704346, propagate_backward_time: 76.8581619263, weight_update_time: 0.1295228153, other_time: 7.6489486694
epoch time: 11.8871364594s, input_fired_time: 0.1610597670, output_fired_time: 0.0000000000, propagate_forward_time: 10.2358016968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4902753830
validation[          , genome  6464] predictions:    9731/  10000 (97.31%), best:    9736/10000 (97.36%), error:       892.31683, best error:       837.80096 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 138.8291778564s, input_fired_time: 1.4038009644, output_fired_time: 0.8823881149, propagate_forward_time: 51.3529434204, propagate_backward_time: 77.5624389648, weight_update_time: 0.1302413940, other_time: 7.6276168823
epoch time: 11.8528947830s, input_fired_time: 0.1539923251, output_fired_time: 0.0000000000, propagate_forward_time: 10.2159185410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4829835892
validation[          , genome  6464] predictions:    9665/  10000 (96.65%), best:    9736/10000 (97.36%), error:      1112.37537, best error:       837.80096 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 138.8869934082s, input_fired_time: 1.4111547470, output_fired_time: 0.8782658577, propagate_forward_time: 51.4423751831, propagate_backward_time: 77.4281845093, weight_update_time: 0.1305389553, other_time: 7.7270202637
epoch time: 11.9227018356s, input_fired_time: 0.1541928798, output_fired_time: 0.0000000000, propagate_forward_time: 10.2813158035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4871931076
validation[          , genome  6464] predictions:    9688/  10000 (96.88%), best:    9736/10000 (97.36%), error:       982.14417, best error:       837.80096 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 138.3265838623s, input_fired_time: 1.3930563927, output_fired_time: 0.8765051365, propagate_forward_time: 51.2631187439, propagate_backward_time: 77.1750259399, weight_update_time: 0.1299910247, other_time: 7.6188735962
epoch time: 11.7993268967s, input_fired_time: 0.1527712643, output_fired_time: 0.0000000000, propagate_forward_time: 10.1859750748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4605808258
validation[          , genome  6464] predictions:    9705/  10000 (97.05%), best:    9736/10000 (97.36%), error:       987.32007, best error:       837.80096 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 138.3995361328s, input_fired_time: 1.5034317970, output_fired_time: 0.8988072872, propagate_forward_time: 51.2423095703, propagate_backward_time: 76.9552383423, weight_update_time: 0.1298492551, other_time: 7.7997512817
epoch time: 11.8399524689s, input_fired_time: 0.1532999724, output_fired_time: 0.0000000000, propagate_forward_time: 10.2098913193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4767608643
validation[          , genome  6464] predictions:    9759/  10000 (97.59%), best:    9736/10000 (97.36%), error:       856.25775, best error:       837.80096 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 138.4912414551s, input_fired_time: 1.4834314585, output_fired_time: 0.8883445263, propagate_forward_time: 51.4029922485, propagate_backward_time: 77.0274581909, weight_update_time: 0.1302440763, other_time: 7.6890106201
epoch time: 11.9407215118s, input_fired_time: 0.1547537744, output_fired_time: 0.0000000000, propagate_forward_time: 10.3168258667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4691419601
validation[          , genome  6464] predictions:    9720/  10000 (97.20%), best:    9736/10000 (97.36%), error:       931.92883, best error:       837.80096 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 138.2671356201s, input_fired_time: 1.4019528627, output_fired_time: 0.8812530041, propagate_forward_time: 51.1270027161, propagate_backward_time: 77.2128219604, weight_update_time: 0.1303815693, other_time: 7.6441116333
epoch time: 11.9278030396s, input_fired_time: 0.1830508411, output_fired_time: 0.0000000000, propagate_forward_time: 10.2725763321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4721755981
validation[          , genome  6464] predictions:    9735/  10000 (97.35%), best:    9736/10000 (97.36%), error:       896.89575, best error:       837.80096 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 138.7836151123s, input_fired_time: 1.4305330515, output_fired_time: 0.8742461801, propagate_forward_time: 51.5004386902, propagate_backward_time: 77.3121643066, weight_update_time: 0.1306542307, other_time: 7.6662292480
epoch time: 11.7553987503s, input_fired_time: 0.1486895978, output_fired_time: 0.0000000000, propagate_forward_time: 10.1223316193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4843778610
validation[          , genome  6464] predictions:    9678/  10000 (96.78%), best:    9736/10000 (97.36%), error:      1034.22131, best error:       837.80096 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 138.5834655762s, input_fired_time: 1.4164272547, output_fired_time: 0.8805128336, propagate_forward_time: 51.2854156494, propagate_backward_time: 77.2723999023, weight_update_time: 0.1344517618, other_time: 7.7287139893
epoch time: 11.9538145065s, input_fired_time: 0.1535645127, output_fired_time: 0.0000000000, propagate_forward_time: 10.3125133514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4877367020
validation[          , genome  6464] predictions:    9706/  10000 (97.06%), best:    9736/10000 (97.36%), error:       931.20837, best error:       837.80096 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 138.4540710449s, input_fired_time: 1.4057053328, output_fired_time: 0.8719003797, propagate_forward_time: 51.3369522095, propagate_backward_time: 77.0575942993, weight_update_time: 0.1845044345, other_time: 7.7819213867
epoch time: 11.7705659866s, input_fired_time: 0.1538150012, output_fired_time: 0.0000000000, propagate_forward_time: 10.1398067474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4769439697
validation[          , genome  6464] predictions:    9746/  10000 (97.46%), best:    9736/10000 (97.36%), error:       854.78845, best error:       837.80096 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 138.3218383789s, input_fired_time: 1.4586337805, output_fired_time: 0.8716210723, propagate_forward_time: 51.1940765381, propagate_backward_time: 77.0497817993, weight_update_time: 0.1301157176, other_time: 7.7477188110
epoch time: 11.9009227753s, input_fired_time: 0.1627754420, output_fired_time: 0.0000000000, propagate_forward_time: 10.2275238037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5106239319
validation[          , genome  6464] predictions:    9625/  10000 (96.25%), best:    9736/10000 (97.36%), error:      1178.20715, best error:       837.80096 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 138.0698242188s, input_fired_time: 1.4037677050, output_fired_time: 0.9153094292, propagate_forward_time: 51.2121467590, propagate_backward_time: 76.8631210327, weight_update_time: 0.1288931221, other_time: 7.6754837036
epoch time: 11.8452873230s, input_fired_time: 0.1542572230, output_fired_time: 0.0000000000, propagate_forward_time: 10.2161769867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4748535156
validation[          , genome  6464] predictions:    9728/  10000 (97.28%), best:    9736/10000 (97.36%), error:       924.46356, best error:       837.80096 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 138.7648315430s, input_fired_time: 1.4526283741, output_fired_time: 0.9190918803, propagate_forward_time: 51.3227653503, propagate_backward_time: 77.3992156982, weight_update_time: 0.1295515895, other_time: 7.6711273193
epoch time: 11.9844541550s, input_fired_time: 0.1574942321, output_fired_time: 0.0000000000, propagate_forward_time: 10.2865200043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5404396057
validation[          , genome  6464] predictions:    9741/  10000 (97.41%), best:    9736/10000 (97.36%), error:       883.75653, best error:       837.80096 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 138.4754943848s, input_fired_time: 1.4008736610, output_fired_time: 0.8750841618, propagate_forward_time: 51.5602188110, propagate_backward_time: 76.9914779663, weight_update_time: 0.1300789863, other_time: 7.6478271484
epoch time: 11.7870607376s, input_fired_time: 0.1500174850, output_fired_time: 0.0000000000, propagate_forward_time: 10.1724720001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4645709991
validation[          , genome  6464] predictions:    9725/  10000 (97.25%), best:    9736/10000 (97.36%), error:       874.44983, best error:       837.80096 on epoch:    59, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 137.9774627686s, input_fired_time: 1.4232454300, output_fired_time: 0.9065452218, propagate_forward_time: 51.0403366089, propagate_backward_time: 76.9600372314, weight_update_time: 0.1297086477, other_time: 7.6473007202
epoch time: 11.8878517151s, input_fired_time: 0.1542643607, output_fired_time: 0.0000000000, propagate_forward_time: 10.2585439682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4750432968
validation[          , genome  6464] predictions:    9709/  10000 (97.09%), best:    9736/10000 (97.36%), error:       944.95178, best error:       837.80096 on epoch:    59, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 138.0122070312s, input_fired_time: 1.4185851812, output_fired_time: 0.9354177713, propagate_forward_time: 51.0850944519, propagate_backward_time: 76.7746582031, weight_update_time: 0.1300174296, other_time: 7.7984466553
epoch time: 11.9919624329s, input_fired_time: 0.1643855125, output_fired_time: 0.0000000000, propagate_forward_time: 10.2794370651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5481395721
validation[          , genome  6464] predictions:    9740/  10000 (97.40%), best:    9736/10000 (97.36%), error:       866.14124, best error:       837.80096 on epoch:    59, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 138.2207489014s, input_fired_time: 1.3921619654, output_fired_time: 0.8733126521, propagate_forward_time: 51.3284225464, propagate_backward_time: 76.9870834351, weight_update_time: 0.1291955113, other_time: 7.6397705078
epoch time: 12.2405109406s, input_fired_time: 0.1623080522, output_fired_time: 0.0000000000, propagate_forward_time: 10.5643930435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5138101578
validation[          , genome  6464] predictions:    9686/  10000 (96.86%), best:    9736/10000 (97.36%), error:      1014.91956, best error:       837.80096 on epoch:    59, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 138.1130676270s, input_fired_time: 1.4080162048, output_fired_time: 0.8730700612, propagate_forward_time: 51.3937225342, propagate_backward_time: 76.7628936768, weight_update_time: 0.1300351769, other_time: 7.6753540039
epoch time: 11.8763570786s, input_fired_time: 0.1555560380, output_fired_time: 0.0000000000, propagate_forward_time: 10.2457981110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4750032425
validation[          , genome  6464] predictions:    9728/  10000 (97.28%), best:    9736/10000 (97.36%), error:       920.30988, best error:       837.80096 on epoch:    59, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 138.0397796631s, input_fired_time: 1.4288737774, output_fired_time: 0.8708274364, propagate_forward_time: 51.1905250549, propagate_backward_time: 76.7763900757, weight_update_time: 0.1453125328, other_time: 7.7731552124
epoch time: 11.9119749069s, input_fired_time: 0.1547349244, output_fired_time: 0.0000000000, propagate_forward_time: 10.2444086075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5128316879
validation[          , genome  6464] predictions:    9711/  10000 (97.11%), best:    9736/10000 (97.36%), error:       955.72729, best error:       837.80096 on epoch:    59, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 137.9975738525s, input_fired_time: 1.3927049637, output_fired_time: 0.8759807944, propagate_forward_time: 51.2308921814, propagate_backward_time: 76.8696365356, weight_update_time: 0.1296009123, other_time: 7.6283645630
epoch time: 11.9820337296s, input_fired_time: 0.1635451615, output_fired_time: 0.0000000000, propagate_forward_time: 10.3222579956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4962301254
validation[          , genome  6464] predictions:    9667/  10000 (96.67%), best:    9736/10000 (97.36%), error:      1119.64111, best error:       837.80096 on epoch:    59, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 138.1753387451s, input_fired_time: 1.4066115618, output_fired_time: 0.8693324327, propagate_forward_time: 51.1285285950, propagate_backward_time: 77.0044937134, weight_update_time: 0.1302338243, other_time: 7.7663650513
epoch time: 11.8274879456s, input_fired_time: 0.1547678858, output_fired_time: 0.0000000000, propagate_forward_time: 10.1963272095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4763927460
validation[          , genome  6464] predictions:    9718/  10000 (97.18%), best:    9736/10000 (97.36%), error:       911.07153, best error:       837.80096 on epoch:    59, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 137.8106689453s, input_fired_time: 1.4107687473, output_fired_time: 0.8668839335, propagate_forward_time: 50.9551620483, propagate_backward_time: 76.9047546387, weight_update_time: 0.1299281567, other_time: 7.6731033325
epoch time: 11.8802042007s, input_fired_time: 0.1590164900, output_fired_time: 0.0000000000, propagate_forward_time: 10.2516326904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4695549011
validation[          , genome  6464] predictions:    9744/  10000 (97.44%), best:    9736/10000 (97.36%), error:       863.29492, best error:       837.80096 on epoch:    59, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 138.3960571289s, input_fired_time: 1.4452801943, output_fired_time: 0.8716630936, propagate_forward_time: 51.6143760681, propagate_backward_time: 76.7228393555, weight_update_time: 0.1308890134, other_time: 7.7418975830
epoch time: 12.1652908325s, input_fired_time: 0.1791991889, output_fired_time: 0.0000000000, propagate_forward_time: 10.4446067810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5414848328
validation[          , genome  6464] predictions:    9728/  10000 (97.28%), best:    9736/10000 (97.36%), error:       881.23627, best error:       837.80096 on epoch:    59, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 138.5036621094s, input_fired_time: 1.4418454170, output_fired_time: 0.8898013234, propagate_forward_time: 51.0712394714, propagate_backward_time: 77.4582290649, weight_update_time: 0.1303266436, other_time: 7.6425399780
epoch time: 11.8684024811s, input_fired_time: 0.1571310610, output_fired_time: 0.0000000000, propagate_forward_time: 10.2222995758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4889717102
validation[          , genome  6464] predictions:    9726/  10000 (97.26%), best:    9736/10000 (97.36%), error:       873.26215, best error:       837.80096 on epoch:    59, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 138.5243988037s, input_fired_time: 1.4428271055, output_fired_time: 0.8741249442, propagate_forward_time: 51.4963073730, propagate_backward_time: 77.0416946411, weight_update_time: 0.1313940436, other_time: 7.6694412231
epoch time: 11.9163198471s, input_fired_time: 0.1577387005, output_fired_time: 0.0000000000, propagate_forward_time: 10.2605552673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4980258942
validation[          , genome  6464] predictions:    9723/  10000 (97.23%), best:    9736/10000 (97.36%), error:       906.67181, best error:       837.80096 on epoch:    59, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 138.2844085693s, input_fired_time: 1.4173618555, output_fired_time: 0.8700249195, propagate_forward_time: 51.1829528809, propagate_backward_time: 77.1897354126, weight_update_time: 0.1301178336, other_time: 7.6243362427
epoch time: 12.1713819504s, input_fired_time: 0.1683934927, output_fired_time: 0.0000000000, propagate_forward_time: 10.3922796249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6107091904
validation[          , genome  6464] predictions:    9618/  10000 (96.18%), best:    9736/10000 (97.36%), error:      1229.08740, best error:       837.80096 on epoch:    59, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 138.7202148438s, input_fired_time: 1.4479013681, output_fired_time: 0.8760468364, propagate_forward_time: 51.2633666992, propagate_backward_time: 77.3782653809, weight_update_time: 0.1299347132, other_time: 7.7546234131
epoch time: 12.0064716339s, input_fired_time: 0.1713041216, output_fired_time: 0.0000000000, propagate_forward_time: 10.3432960510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4918718338
validation[          , genome  6464] predictions:    9710/  10000 (97.10%), best:    9736/10000 (97.36%), error:       968.35120, best error:       837.80096 on epoch:    59, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 138.7216491699s, input_fired_time: 1.4156581163, output_fired_time: 0.8733976483, propagate_forward_time: 51.4102668762, propagate_backward_time: 77.3372802734, weight_update_time: 0.1305069476, other_time: 7.6850433350
epoch time: 11.9624433517s, input_fired_time: 0.1666125804, output_fired_time: 0.0000000000, propagate_forward_time: 10.2963581085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4994726181
validation[          , genome  6464] predictions:    9730/  10000 (97.30%), best:    9736/10000 (97.36%), error:       869.18304, best error:       837.80096 on epoch:    59, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 138.0674133301s, input_fired_time: 1.4074761868, output_fired_time: 0.8642696142, propagate_forward_time: 51.1104583740, propagate_backward_time: 76.9646987915, weight_update_time: 0.1292086393, other_time: 7.7205123901
epoch time: 11.8785781860s, input_fired_time: 0.1585638970, output_fired_time: 0.0000000000, propagate_forward_time: 10.2363977432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4836168289
validation[          , genome  6464] predictions:    9718/  10000 (97.18%), best:    9736/10000 (97.36%), error:       901.74866, best error:       837.80096 on epoch:    59, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 137.8808593750s, input_fired_time: 1.4030858278, output_fired_time: 0.8746789694, propagate_forward_time: 50.9346122742, propagate_backward_time: 76.9945526123, weight_update_time: 0.1304492652, other_time: 7.6739196777
epoch time: 12.0317878723s, input_fired_time: 0.1618885100, output_fired_time: 0.0000000000, propagate_forward_time: 10.3697357178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5001640320
validation[          , genome  6464] predictions:    9703/  10000 (97.03%), best:    9736/10000 (97.36%), error:      1017.76599, best error:       837.80096 on epoch:    59, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 138.9570312500s, input_fired_time: 1.4294103384, output_fired_time: 0.9225777984, propagate_forward_time: 51.5519485474, propagate_backward_time: 77.3558197021, weight_update_time: 0.1301269978, other_time: 7.6972732544
epoch time: 12.0760107040s, input_fired_time: 0.1589173228, output_fired_time: 0.0000000000, propagate_forward_time: 10.4279356003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4891576767
validation[          , genome  6464] predictions:    9691/  10000 (96.91%), best:    9736/10000 (97.36%), error:       964.78815, best error:       837.80096 on epoch:    59, 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: 59.3301239014s, input_fired_time: 0.7797503471, output_fired_time: 0.0000000000, propagate_forward_time: 51.1173782349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.4329948425
best training[          , genome  6464] predictions:   49303/  50000 (98.61%), best:    9736/10000 (97.36%), error:      2410.72974, best error:       837.80096 on epoch:    59, 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: 12.0014171600s, input_fired_time: 0.1465902925, output_fired_time: 0.0000000000, propagate_forward_time: 10.1627674103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6920595169
   testing[          , genome  6464] predictions:    9766/  10000 (97.66%), best:    9736/10000 (97.36%), error:       773.30859, best error:       837.80096 on epoch:    59, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:16:23 (3744): called boinc_finish(0)

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