Nameexact_genome_1512568488_45_6969_0
Workunit2606096
Created7 Dec 2017, 23:01:22 UTC
Sent7 Dec 2017, 23:03:36 UTC
Report deadline15 Dec 2017, 9:30:13 UTC
Received8 Dec 2017, 11:19:57 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55875
Run time3 hours 33 min 43 sec
CPU time3 hours 22 min 28 sec
Validate stateValid
Credit1,858.79
Device peak FLOPS2.29 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
8152168989, propagate_forward_time: 48.5569343567, propagate_backward_time: 62.0851707458, weight_update_time: 0.1957397908, other_time: 3.5359687805
epoch time: 10.3386411667s, input_fired_time: 0.1139211804, output_fired_time: 0.0000000000, propagate_forward_time: 9.6612243652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5634956360
validation[          , genome  6969] predictions:    9696/  10000 (96.96%), best:    9713/10000 (97.13%), error:       992.75183, best error:       959.18903 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 115.9027328491s, input_fired_time: 1.0140987635, output_fired_time: 0.7970506549, propagate_forward_time: 48.8556900024, propagate_backward_time: 61.8793220520, weight_update_time: 0.1823462844, other_time: 3.3565711975
epoch time: 10.3577098846s, input_fired_time: 0.1162675619, output_fired_time: 0.0000000000, propagate_forward_time: 9.6632337570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5782089233
validation[          , genome  6969] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       920.29895, best error:       920.29895 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 117.0727996826s, input_fired_time: 1.0310020447, output_fired_time: 0.8383613825, propagate_forward_time: 48.9647712708, propagate_backward_time: 62.7611427307, weight_update_time: 0.1740046740, other_time: 3.4775199890
epoch time: 10.3532524109s, input_fired_time: 0.1195302904, output_fired_time: 0.0000000000, propagate_forward_time: 9.6207294464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6129922867
validation[          , genome  6969] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       914.75525, best error:       914.75525 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 116.1713638306s, input_fired_time: 1.0311006308, output_fired_time: 0.8363918662, propagate_forward_time: 48.6069030762, propagate_backward_time: 62.3052444458, weight_update_time: 0.1703655571, other_time: 3.3917236328
epoch time: 10.3732690811s, input_fired_time: 0.1154169589, output_fired_time: 0.0000000000, propagate_forward_time: 9.6507711411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6070814133
validation[          , genome  6969] predictions:    9687/  10000 (96.87%), best:    9726/10000 (97.26%), error:      1013.32239, best error:       914.75525 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 115.6418762207s, input_fired_time: 1.0337085724, output_fired_time: 0.8564537168, propagate_forward_time: 48.7062530518, propagate_backward_time: 61.6678848267, weight_update_time: 0.1685558259, other_time: 3.3775787354
epoch time: 10.4731903076s, input_fired_time: 0.1174757481, output_fired_time: 0.0000000000, propagate_forward_time: 9.7154903412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6402244568
validation[          , genome  6969] predictions:    9709/  10000 (97.09%), best:    9726/10000 (97.26%), error:       943.07532, best error:       914.75525 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 115.8788604736s, input_fired_time: 1.0373083353, output_fired_time: 0.8188286424, propagate_forward_time: 48.9508743286, propagate_backward_time: 61.6561126709, weight_update_time: 0.1861766875, other_time: 3.4157333374
epoch time: 10.4451093674s, input_fired_time: 0.1170391366, output_fired_time: 0.0000000000, propagate_forward_time: 9.7353181839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5927524567
validation[          , genome  6969] predictions:    9695/  10000 (96.95%), best:    9726/10000 (97.26%), error:      1043.09094, best error:       914.75525 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 115.8746643066s, input_fired_time: 1.0465346575, output_fired_time: 0.8159517050, propagate_forward_time: 48.8639411926, propagate_backward_time: 61.7598228455, weight_update_time: 0.1750808507, other_time: 3.3884162903
epoch time: 10.2929744720s, input_fired_time: 0.1218878776, output_fired_time: 0.0000000000, propagate_forward_time: 9.5378026962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6332836151
validation[          , genome  6969] predictions:    9709/  10000 (97.09%), best:    9726/10000 (97.26%), error:      1014.39661, best error:       914.75525 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 116.6295089722s, input_fired_time: 1.1512765884, output_fired_time: 0.8312583566, propagate_forward_time: 48.5670013428, propagate_backward_time: 62.5904998779, weight_update_time: 0.1693508923, other_time: 3.4894714355
epoch time: 10.5215702057s, input_fired_time: 0.1221882701, output_fired_time: 0.0000000000, propagate_forward_time: 9.8242092133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5751724243
validation[          , genome  6969] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       888.16766, best error:       888.16766 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 115.4950942993s, input_fired_time: 1.0418797731, output_fired_time: 0.8045322895, propagate_forward_time: 48.3416404724, propagate_backward_time: 61.8542366028, weight_update_time: 0.1751433909, other_time: 3.4528007507
epoch time: 10.3980779648s, input_fired_time: 0.1208037436, output_fired_time: 0.0000000000, propagate_forward_time: 9.6984338760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5788402557
validation[          , genome  6969] predictions:    9713/  10000 (97.13%), best:    9731/10000 (97.31%), error:       973.48840, best error:       888.16766 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 115.0419235229s, input_fired_time: 1.0441600084, output_fired_time: 0.8019145131, propagate_forward_time: 48.4826698303, propagate_backward_time: 61.3340682983, weight_update_time: 0.1775385588, other_time: 3.3791122437
epoch time: 10.3238697052s, input_fired_time: 0.1255486459, output_fired_time: 0.0000000000, propagate_forward_time: 9.6084489822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5898723602
validation[          , genome  6969] predictions:    9696/  10000 (96.96%), best:    9731/10000 (97.31%), error:       996.32343, best error:       888.16766 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 116.9349899292s, input_fired_time: 1.0491250753, output_fired_time: 0.8095411658, propagate_forward_time: 48.9310607910, propagate_backward_time: 62.7729148865, weight_update_time: 0.1692378372, other_time: 3.3723487854
epoch time: 10.4244632721s, input_fired_time: 0.1251381040, output_fired_time: 0.0000000000, propagate_forward_time: 9.7076978683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5916271210
validation[          , genome  6969] predictions:    9715/  10000 (97.15%), best:    9731/10000 (97.31%), error:       957.03711, best error:       888.16766 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 115.1506652832s, input_fired_time: 1.0354934931, output_fired_time: 0.7969673276, propagate_forward_time: 48.3158912659, propagate_backward_time: 61.6245956421, weight_update_time: 0.1704603285, other_time: 3.3777236938
epoch time: 10.3149862289s, input_fired_time: 0.1163851917, output_fired_time: 0.0000000000, propagate_forward_time: 9.6167125702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5818881989
validation[          , genome  6969] predictions:    9739/  10000 (97.39%), best:    9731/10000 (97.31%), error:       931.32257, best error:       888.16766 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 115.8711929321s, input_fired_time: 1.0490902662, output_fired_time: 0.8201032877, propagate_forward_time: 48.4697990417, propagate_backward_time: 62.0649719238, weight_update_time: 0.1810154468, other_time: 3.4672241211
epoch time: 10.5522174835s, input_fired_time: 0.1249090806, output_fired_time: 0.0000000000, propagate_forward_time: 9.8224563599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6048517227
validation[          , genome  6969] predictions:    9721/  10000 (97.21%), best:    9731/10000 (97.31%), error:       930.93695, best error:       888.16766 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 115.3347778320s, input_fired_time: 1.0640931129, output_fired_time: 0.7896815538, propagate_forward_time: 48.0982933044, propagate_backward_time: 61.9136848450, weight_update_time: 0.1706549078, other_time: 3.4690208435
epoch time: 10.4504299164s, input_fired_time: 0.1335674971, output_fired_time: 0.0000000000, propagate_forward_time: 9.6843795776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6324825287
validation[          , genome  6969] predictions:    9735/  10000 (97.35%), best:    9731/10000 (97.31%), error:       899.04767, best error:       888.16766 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 115.5601043701s, input_fired_time: 1.0472375154, output_fired_time: 0.8885591626, propagate_forward_time: 48.3746261597, propagate_backward_time: 61.7698059082, weight_update_time: 0.1780287474, other_time: 3.4798736572
epoch time: 10.5202093124s, input_fired_time: 0.1169729307, output_fired_time: 0.0000000000, propagate_forward_time: 9.7980937958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6051425934
validation[          , genome  6969] predictions:    9729/  10000 (97.29%), best:    9731/10000 (97.31%), error:       931.35492, best error:       888.16766 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 115.6443634033s, input_fired_time: 1.0434339046, output_fired_time: 0.8276782632, propagate_forward_time: 48.4239006042, propagate_backward_time: 61.9435501099, weight_update_time: 0.1820155382, other_time: 3.4057998657
epoch time: 10.2850255966s, input_fired_time: 0.1215672940, output_fired_time: 0.0000000000, propagate_forward_time: 9.5880718231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5753860474
validation[          , genome  6969] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       828.81207, best error:       828.81207 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 115.8430404663s, input_fired_time: 1.0289996862, output_fired_time: 0.8233762383, propagate_forward_time: 48.4278869629, propagate_backward_time: 62.0865058899, weight_update_time: 0.1902088970, other_time: 3.4762687683
epoch time: 10.3303031921s, input_fired_time: 0.1187746301, output_fired_time: 0.0000000000, propagate_forward_time: 9.6338710785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5776576996
validation[          , genome  6969] predictions:    9731/  10000 (97.31%), best:    9742/10000 (97.42%), error:       875.25159, best error:       828.81207 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 115.8010406494s, input_fired_time: 1.0181900263, output_fired_time: 0.8419649005, propagate_forward_time: 48.2794418335, propagate_backward_time: 62.1519355774, weight_update_time: 0.1741982400, other_time: 3.5095100403
epoch time: 10.5341434479s, input_fired_time: 0.1176619157, output_fired_time: 0.0000000000, propagate_forward_time: 9.8023910522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6140909195
validation[          , genome  6969] predictions:    9711/  10000 (97.11%), best:    9742/10000 (97.42%), error:       995.44727, best error:       828.81207 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 115.8270263672s, input_fired_time: 0.9978897572, output_fired_time: 0.8244609237, propagate_forward_time: 48.4560813904, propagate_backward_time: 62.0036888123, weight_update_time: 0.1697572321, other_time: 3.5449104309
epoch time: 10.4135007858s, input_fired_time: 0.1247780472, output_fired_time: 0.0000000000, propagate_forward_time: 9.6323156357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6564073563
validation[          , genome  6969] predictions:    9733/  10000 (97.33%), best:    9742/10000 (97.42%), error:       885.34070, best error:       828.81207 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 115.7703628540s, input_fired_time: 1.0753360987, output_fired_time: 0.8101560473, propagate_forward_time: 48.9566497803, propagate_backward_time: 61.4852485657, weight_update_time: 0.1835385859, other_time: 3.4429740906
epoch time: 10.4556550980s, input_fired_time: 0.1775423586, output_fired_time: 0.0000000000, propagate_forward_time: 9.7049407959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5731716156
validation[          , genome  6969] predictions:    9685/  10000 (96.85%), best:    9742/10000 (97.42%), error:      1015.38727, best error:       828.81207 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 115.6560440063s, input_fired_time: 1.0593296289, output_fired_time: 0.8722426891, propagate_forward_time: 48.4280929565, propagate_backward_time: 61.8089370728, weight_update_time: 0.1767639965, other_time: 3.4874420166
epoch time: 10.5626649857s, input_fired_time: 0.1210062951, output_fired_time: 0.0000000000, propagate_forward_time: 9.8414945602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6001644135
validation[          , genome  6969] predictions:    9707/  10000 (97.07%), best:    9742/10000 (97.42%), error:       913.69257, best error:       828.81207 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 115.8695526123s, input_fired_time: 1.0317509174, output_fired_time: 0.8187946081, propagate_forward_time: 48.3216171265, propagate_backward_time: 62.0759544373, weight_update_time: 0.1895173043, other_time: 3.6214332581
epoch time: 10.5411252975s, input_fired_time: 0.1193301156, output_fired_time: 0.0000000000, propagate_forward_time: 9.8095998764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6121950150
validation[          , genome  6969] predictions:    9682/  10000 (96.82%), best:    9742/10000 (97.42%), error:      1092.70251, best error:       828.81207 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 115.3748016357s, input_fired_time: 1.0459140539, output_fired_time: 0.8011142612, propagate_forward_time: 48.2719116211, propagate_backward_time: 61.8628540039, weight_update_time: 0.1753454208, other_time: 3.3930053711
epoch time: 10.2808942795s, input_fired_time: 0.1187972054, output_fired_time: 0.0000000000, propagate_forward_time: 9.5420045853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6200923920
validation[          , genome  6969] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       820.73383, best error:       820.73383 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 115.3871002197s, input_fired_time: 1.0245001316, output_fired_time: 0.8080165386, propagate_forward_time: 48.0420417786, propagate_backward_time: 62.0027961731, weight_update_time: 0.1704675108, other_time: 3.5097465515
epoch time: 10.6439752579s, input_fired_time: 0.1183978915, output_fired_time: 0.0000000000, propagate_forward_time: 9.9161262512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6094512939
validation[          , genome  6969] predictions:    9744/  10000 (97.44%), best:    9774/10000 (97.74%), error:       846.25269, best error:       820.73383 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 115.4871902466s, input_fired_time: 1.0281287432, output_fired_time: 0.7957094312, propagate_forward_time: 48.5515518188, propagate_backward_time: 61.6579856873, weight_update_time: 0.1697161645, other_time: 3.4538154602
epoch time: 10.3371887207s, input_fired_time: 0.1400036514, output_fired_time: 0.0000000000, propagate_forward_time: 9.5941915512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6029939651
validation[          , genome  6969] predictions:    9716/  10000 (97.16%), best:    9774/10000 (97.74%), error:       950.22949, best error:       820.73383 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 115.7968368530s, input_fired_time: 1.0247331858, output_fired_time: 0.8536241651, propagate_forward_time: 48.4491119385, propagate_backward_time: 62.0117988586, weight_update_time: 0.1942226589, other_time: 3.4575691223
epoch time: 10.4732446671s, input_fired_time: 0.1298606247, output_fired_time: 0.0000000000, propagate_forward_time: 9.7589139938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5844697952
validation[          , genome  6969] predictions:    9714/  10000 (97.14%), best:    9774/10000 (97.74%), error:       941.92255, best error:       820.73383 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 115.7882232666s, input_fired_time: 1.0582137108, output_fired_time: 0.8043363690, propagate_forward_time: 49.0402832031, propagate_backward_time: 61.3888206482, weight_update_time: 0.2179816067, other_time: 3.4965705872
epoch time: 10.5971117020s, input_fired_time: 0.1205626801, output_fired_time: 0.0000000000, propagate_forward_time: 9.8446245193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6319246292
validation[          , genome  6969] predictions:    9724/  10000 (97.24%), best:    9774/10000 (97.74%), error:       959.11987, best error:       820.73383 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 116.4527130127s, input_fired_time: 1.1460795403, output_fired_time: 0.9119650722, propagate_forward_time: 48.7669143677, propagate_backward_time: 62.1814537048, weight_update_time: 0.1768188626, other_time: 3.4463005066
epoch time: 10.5601139069s, input_fired_time: 0.1212697774, output_fired_time: 0.0000000000, propagate_forward_time: 9.7763490677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6624946594
validation[          , genome  6969] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       816.99640, best error:       816.99640 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 116.0969848633s, input_fired_time: 1.0403354168, output_fired_time: 0.8399035335, propagate_forward_time: 48.5160408020, propagate_backward_time: 62.1125297546, weight_update_time: 0.2173928320, other_time: 3.5881690979
epoch time: 10.4356031418s, input_fired_time: 0.1513774097, output_fired_time: 0.0000000000, propagate_forward_time: 9.6959495544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5882759094
validation[          , genome  6969] predictions:    9672/  10000 (96.72%), best:    9764/10000 (97.64%), error:      1014.02026, best error:       816.99640 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 115.3085403442s, input_fired_time: 1.0584093332, output_fired_time: 0.8350851536, propagate_forward_time: 48.3811645508, propagate_backward_time: 61.5393905640, weight_update_time: 0.1706267148, other_time: 3.4944915771
epoch time: 10.6412487030s, input_fired_time: 0.1254043877, output_fired_time: 0.0000000000, propagate_forward_time: 9.9294729233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5863714218
validation[          , genome  6969] predictions:    9750/  10000 (97.50%), best:    9764/10000 (97.64%), error:       829.72223, best error:       816.99640 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 115.4337768555s, input_fired_time: 1.0420174599, output_fired_time: 0.8362190127, propagate_forward_time: 48.1835403442, propagate_backward_time: 61.9388008118, weight_update_time: 0.1707300097, other_time: 3.4332008362
epoch time: 10.5084047318s, input_fired_time: 0.1185706705, output_fired_time: 0.0000000000, propagate_forward_time: 9.7251052856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6647291183
validation[          , genome  6969] predictions:    9733/  10000 (97.33%), best:    9764/10000 (97.64%), error:       893.45508, best error:       816.99640 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 116.0953216553s, input_fired_time: 1.0993340015, output_fired_time: 0.8062732816, propagate_forward_time: 48.6820297241, propagate_backward_time: 62.0427322388, weight_update_time: 0.1701733172, other_time: 3.4649505615
epoch time: 10.5722179413s, input_fired_time: 0.1195477545, output_fired_time: 0.0000000000, propagate_forward_time: 9.8551321030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5975379944
validation[          , genome  6969] predictions:    9760/  10000 (97.60%), best:    9764/10000 (97.64%), error:       857.59662, best error:       816.99640 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 116.2557144165s, input_fired_time: 1.0279097557, output_fired_time: 0.8096621037, propagate_forward_time: 48.2892417908, propagate_backward_time: 62.5994873047, weight_update_time: 0.1710513681, other_time: 3.5294189453
epoch time: 10.4698019028s, input_fired_time: 0.1189858615, output_fired_time: 0.0000000000, propagate_forward_time: 9.7312526703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6195631027
validation[          , genome  6969] predictions:    9749/  10000 (97.49%), best:    9764/10000 (97.64%), error:       820.30121, best error:       816.99640 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 114.7076797485s, input_fired_time: 1.1770571470, output_fired_time: 0.8122986555, propagate_forward_time: 48.1304664612, propagate_backward_time: 61.2441368103, weight_update_time: 0.1695153117, other_time: 3.3437232971
epoch time: 10.5013027191s, input_fired_time: 0.1440399289, output_fired_time: 0.0000000000, propagate_forward_time: 9.7730903625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5841722488
validation[          , genome  6969] predictions:    9714/  10000 (97.14%), best:    9764/10000 (97.64%), error:       944.48547, best error:       816.99640 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 115.9413604736s, input_fired_time: 1.0840615034, output_fired_time: 0.8095381856, propagate_forward_time: 48.5033721924, propagate_backward_time: 62.0862045288, weight_update_time: 0.1725334674, other_time: 3.4581832886
epoch time: 10.6633358002s, input_fired_time: 0.1206829548, output_fired_time: 0.0000000000, propagate_forward_time: 9.8884677887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6541852951
validation[          , genome  6969] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       791.72546, best error:       791.72546 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 115.6799163818s, input_fired_time: 1.0464799404, output_fired_time: 0.7946817279, propagate_forward_time: 48.2981987000, propagate_backward_time: 62.2208023071, weight_update_time: 0.1730304807, other_time: 3.3197555542
epoch time: 10.7803497314s, input_fired_time: 0.1333632618, output_fired_time: 0.0000000000, propagate_forward_time: 10.0463352203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6006507874
validation[          , genome  6969] predictions:    9718/  10000 (97.18%), best:    9773/10000 (97.73%), error:       914.59967, best error:       791.72546 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 115.8509521484s, input_fired_time: 1.0603497028, output_fired_time: 0.7981390357, propagate_forward_time: 48.6719779968, propagate_backward_time: 61.7363357544, weight_update_time: 0.1694885343, other_time: 3.5841445923
epoch time: 10.6210136414s, input_fired_time: 0.1234047115, output_fired_time: 0.0000000000, propagate_forward_time: 9.8894519806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6081571579
validation[          , genome  6969] predictions:    9767/  10000 (97.67%), best:    9773/10000 (97.73%), error:       822.89447, best error:       791.72546 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 115.2774353027s, input_fired_time: 1.0946557522, output_fired_time: 0.8362516761, propagate_forward_time: 48.4426841736, propagate_backward_time: 61.4727897644, weight_update_time: 0.1758713573, other_time: 3.4310493469
epoch time: 10.3752079010s, input_fired_time: 0.1196317449, output_fired_time: 0.0000000000, propagate_forward_time: 9.6695976257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5859785080
validation[          , genome  6969] predictions:    9720/  10000 (97.20%), best:    9773/10000 (97.73%), error:       915.48212, best error:       791.72546 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 115.5529403687s, input_fired_time: 1.0406515598, output_fired_time: 0.8200556636, propagate_forward_time: 48.7022628784, propagate_backward_time: 61.5493354797, weight_update_time: 0.1692034602, other_time: 3.4406394958
epoch time: 10.3576021194s, input_fired_time: 0.1514970809, output_fired_time: 0.0000000000, propagate_forward_time: 9.6220951080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5840101242
validation[          , genome  6969] predictions:    9726/  10000 (97.26%), best:    9773/10000 (97.73%), error:       931.90515, best error:       791.72546 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 115.7875366211s, input_fired_time: 1.0307855606, output_fired_time: 0.8073133826, propagate_forward_time: 48.2613449097, propagate_backward_time: 62.1589355469, weight_update_time: 0.1828285754, other_time: 3.5291595459
epoch time: 10.4592638016s, input_fired_time: 0.1206927076, output_fired_time: 0.0000000000, propagate_forward_time: 9.7627563477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5758152008
validation[          , genome  6969] predictions:    9749/  10000 (97.49%), best:    9773/10000 (97.73%), error:       821.17010, best error:       791.72546 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 115.6506652832s, input_fired_time: 1.0934780836, output_fired_time: 0.8160266876, propagate_forward_time: 48.4968070984, propagate_backward_time: 61.8235359192, weight_update_time: 0.1815152764, other_time: 3.4208183289
epoch time: 10.5308284760s, input_fired_time: 0.1205008328, output_fired_time: 0.0000000000, propagate_forward_time: 9.7574329376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6528949738
validation[          , genome  6969] predictions:    9717/  10000 (97.17%), best:    9773/10000 (97.73%), error:       952.95337, best error:       791.72546 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 116.0347671509s, input_fired_time: 1.0165374279, output_fired_time: 0.8030359745, propagate_forward_time: 49.1644172668, propagate_backward_time: 61.5433006287, weight_update_time: 0.1854762584, other_time: 3.5074653625
epoch time: 10.4202194214s, input_fired_time: 0.1246555001, output_fired_time: 0.0000000000, propagate_forward_time: 9.6933631897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6022005081
validation[          , genome  6969] predictions:    9735/  10000 (97.35%), best:    9773/10000 (97.73%), error:       867.37451, best error:       791.72546 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 115.1656265259s, input_fired_time: 1.0982403755, output_fired_time: 0.8049572706, propagate_forward_time: 48.3108634949, propagate_backward_time: 61.5442008972, weight_update_time: 0.1894129813, other_time: 3.4073677063
epoch time: 10.3356666565s, input_fired_time: 0.1457099169, output_fired_time: 0.0000000000, propagate_forward_time: 9.6063299179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5836267471
validation[          , genome  6969] predictions:    9744/  10000 (97.44%), best:    9773/10000 (97.73%), error:       822.59570, best error:       791.72546 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 116.0199050903s, input_fired_time: 1.0953222513, output_fired_time: 0.8383680582, propagate_forward_time: 48.9106483459, propagate_backward_time: 61.7441902161, weight_update_time: 0.1748265177, other_time: 3.4313774109
epoch time: 10.2519655228s, input_fired_time: 0.1201266125, output_fired_time: 0.0000000000, propagate_forward_time: 9.5574855804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5743532181
validation[          , genome  6969] predictions:    9737/  10000 (97.37%), best:    9773/10000 (97.73%), error:       861.90814, best error:       791.72546 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 115.6933059692s, input_fired_time: 1.0365408659, output_fired_time: 0.8085701466, propagate_forward_time: 48.9904365540, propagate_backward_time: 61.4153327942, weight_update_time: 0.1739743352, other_time: 3.4424247742
epoch time: 10.4258108139s, input_fired_time: 0.1200411618, output_fired_time: 0.0000000000, propagate_forward_time: 9.7093172073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5964527130
validation[          , genome  6969] predictions:    9677/  10000 (96.77%), best:    9773/10000 (97.73%), error:      1007.85284, best error:       791.72546 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 115.9592361450s, input_fired_time: 1.0784949064, output_fired_time: 0.8775578737, propagate_forward_time: 48.7301673889, propagate_backward_time: 61.7829284668, weight_update_time: 0.1693174094, other_time: 3.4900970459
epoch time: 10.5043687820s, input_fired_time: 0.1208835766, output_fired_time: 0.0000000000, propagate_forward_time: 9.7909641266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5925207138
validation[          , genome  6969] predictions:    9735/  10000 (97.35%), best:    9773/10000 (97.73%), error:       879.08600, best error:       791.72546 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 115.7656326294s, input_fired_time: 1.0612442493, output_fired_time: 0.8333379626, propagate_forward_time: 48.8552932739, propagate_backward_time: 61.6142425537, weight_update_time: 0.1697556078, other_time: 3.4015197754
epoch time: 10.3869361877s, input_fired_time: 0.1203008071, output_fired_time: 0.0000000000, propagate_forward_time: 9.6606216431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6060132980
validation[          , genome  6969] predictions:    9762/  10000 (97.62%), best:    9773/10000 (97.73%), error:       825.92340, best error:       791.72546 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 115.0242843628s, input_fired_time: 1.0269659758, output_fired_time: 0.8302450180, propagate_forward_time: 48.3418617249, propagate_backward_time: 61.3835220337, weight_update_time: 0.1706746668, other_time: 3.4416885376
epoch time: 10.6521682739s, input_fired_time: 0.1218247488, output_fired_time: 0.0000000000, propagate_forward_time: 9.8986902237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6316528320
validation[          , genome  6969] predictions:    9702/  10000 (97.02%), best:    9773/10000 (97.73%), error:       949.74994, best error:       791.72546 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 116.5447387695s, input_fired_time: 1.0231753588, output_fired_time: 0.9707624316, propagate_forward_time: 48.7789878845, propagate_backward_time: 62.2842445374, weight_update_time: 0.1875709593, other_time: 3.4875602722
epoch time: 10.4652490616s, input_fired_time: 0.1263447702, output_fired_time: 0.0000000000, propagate_forward_time: 9.7414817810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5974225998
validation[          , genome  6969] predictions:    9731/  10000 (97.31%), best:    9773/10000 (97.73%), error:       908.71417, best error:       791.72546 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 116.5904006958s, input_fired_time: 1.1329749823, output_fired_time: 0.8630252481, propagate_forward_time: 48.9351730347, propagate_backward_time: 62.1569099426, weight_update_time: 0.1701159775, other_time: 3.5023231506
epoch time: 10.4861392975s, input_fired_time: 0.1225454733, output_fired_time: 0.0000000000, propagate_forward_time: 9.7761020660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5874919891
validation[          , genome  6969] predictions:    9739/  10000 (97.39%), best:    9773/10000 (97.73%), error:       890.42480, best error:       791.72546 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 115.7372741699s, input_fired_time: 1.0439478159, output_fired_time: 0.8055923581, propagate_forward_time: 48.7034797668, propagate_backward_time: 61.7363166809, weight_update_time: 0.1721714884, other_time: 3.4479331970
epoch time: 10.3604059219s, input_fired_time: 0.1238447204, output_fired_time: 0.0000000000, propagate_forward_time: 9.5765609741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6599998474
validation[          , genome  6969] predictions:    9757/  10000 (97.57%), best:    9773/10000 (97.73%), error:       798.28271, best error:       791.72546 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 115.8144989014s, input_fired_time: 1.0771812201, output_fired_time: 0.8519616127, propagate_forward_time: 48.8112258911, propagate_backward_time: 61.5476646423, weight_update_time: 0.1700277776, other_time: 3.5264701843
epoch time: 10.4659986496s, input_fired_time: 0.1251517385, output_fired_time: 0.0000000000, propagate_forward_time: 9.7607479095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5800991058
validation[          , genome  6969] predictions:    9700/  10000 (97.00%), best:    9773/10000 (97.73%), error:       975.73334, best error:       791.72546 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 115.7185287476s, input_fired_time: 1.0311659575, output_fired_time: 0.8106442690, propagate_forward_time: 48.5924224854, propagate_backward_time: 61.9016075134, weight_update_time: 0.1702327579, other_time: 3.3826866150
epoch time: 10.5260200500s, input_fired_time: 0.1403657049, output_fired_time: 0.0000000000, propagate_forward_time: 9.7548732758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6307811737
validation[          , genome  6969] predictions:    9716/  10000 (97.16%), best:    9773/10000 (97.73%), error:       962.94415, best error:       791.72546 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 116.2140808105s, input_fired_time: 1.0439180136, output_fired_time: 0.9689573050, propagate_forward_time: 48.4016304016, propagate_backward_time: 62.1633453369, weight_update_time: 0.2505101860, other_time: 3.6362304688
epoch time: 10.4213991165s, input_fired_time: 0.1224596351, output_fired_time: 0.0000000000, propagate_forward_time: 9.6443042755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6546354294
validation[          , genome  6969] predictions:    9723/  10000 (97.23%), best:    9773/10000 (97.73%), error:       933.55768, best error:       791.72546 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 115.6647491455s, input_fired_time: 1.0377072096, output_fired_time: 0.7992590070, propagate_forward_time: 48.4867362976, propagate_backward_time: 61.8916549683, weight_update_time: 0.1980556846, other_time: 3.4493942261
epoch time: 10.4834356308s, input_fired_time: 0.1220577508, output_fired_time: 0.0000000000, propagate_forward_time: 9.7511959076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6101818085
validation[          , genome  6969] predictions:    9707/  10000 (97.07%), best:    9773/10000 (97.73%), error:       922.89166, best error:       791.72546 on epoch:    48, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 115.3032455444s, input_fired_time: 1.0578445196, output_fired_time: 0.8147408366, propagate_forward_time: 48.2653388977, propagate_backward_time: 61.6751937866, weight_update_time: 0.1763118654, other_time: 3.4901199341
epoch time: 10.5056467056s, input_fired_time: 0.1209413111, output_fired_time: 0.0000000000, propagate_forward_time: 9.7830543518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6016511917
validation[          , genome  6969] predictions:    9770/  10000 (97.70%), best:    9773/10000 (97.73%), error:       798.93060, best error:       791.72546 on epoch:    48, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 115.3822555542s, input_fired_time: 1.0540506840, output_fired_time: 0.8339468837, propagate_forward_time: 48.2381095886, propagate_backward_time: 61.8414878845, weight_update_time: 0.1704065055, other_time: 3.4146614075
epoch time: 10.4092149734s, input_fired_time: 0.1214649230, output_fired_time: 0.0000000000, propagate_forward_time: 9.6976327896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5901174545
validation[          , genome  6969] predictions:    9717/  10000 (97.17%), best:    9773/10000 (97.73%), error:       921.14905, best error:       791.72546 on epoch:    48, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 115.6997604370s, input_fired_time: 1.0235545635, output_fired_time: 0.8172861338, propagate_forward_time: 48.7313499451, propagate_backward_time: 61.6759605408, weight_update_time: 0.1697720885, other_time: 3.4516181946
epoch time: 10.3988437653s, input_fired_time: 0.1217169613, output_fired_time: 0.0000000000, propagate_forward_time: 9.5876827240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6894445419
validation[          , genome  6969] predictions:    9696/  10000 (96.96%), best:    9773/10000 (97.73%), error:      1014.83594, best error:       791.72546 on epoch:    48, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 116.0889816284s, input_fired_time: 1.0993032455, output_fired_time: 0.8129612803, propagate_forward_time: 48.3891296387, propagate_backward_time: 62.4208183289, weight_update_time: 0.1697861701, other_time: 3.3667716980
epoch time: 10.5462713242s, input_fired_time: 0.1599402130, output_fired_time: 0.0000000000, propagate_forward_time: 9.7747373581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6115942001
validation[          , genome  6969] predictions:    9723/  10000 (97.23%), best:    9773/10000 (97.73%), error:       874.14551, best error:       791.72546 on epoch:    48, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 117.1412124634s, input_fired_time: 1.1604413986, output_fired_time: 0.9400779009, propagate_forward_time: 48.8142242432, propagate_backward_time: 62.6435890198, weight_update_time: 0.1704458147, other_time: 3.5828819275
epoch time: 10.1023025513s, input_fired_time: 0.1433390528, output_fired_time: 0.0000000000, propagate_forward_time: 9.3579454422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6010179520
validation[          , genome  6969] predictions:    9751/  10000 (97.51%), best:    9773/10000 (97.73%), error:       792.48737, best error:       791.72546 on epoch:    48, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 116.4245071411s, input_fired_time: 1.0967725515, output_fired_time: 0.7970519066, propagate_forward_time: 48.6776046753, propagate_backward_time: 62.3827171326, weight_update_time: 0.1701779664, other_time: 3.4703636169
epoch time: 10.3177242279s, input_fired_time: 0.1206513345, output_fired_time: 0.0000000000, propagate_forward_time: 9.5761394501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6209335327
validation[          , genome  6969] predictions:    9654/  10000 (96.54%), best:    9773/10000 (97.73%), error:      1094.35364, best error:       791.72546 on epoch:    48, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 115.9897689819s, input_fired_time: 1.0585283041, output_fired_time: 0.8542740941, propagate_forward_time: 48.4215278625, propagate_backward_time: 62.1170730591, weight_update_time: 0.1846824437, other_time: 3.5383682251
epoch time: 10.3095302582s, input_fired_time: 0.1213228032, output_fired_time: 0.0000000000, propagate_forward_time: 9.5948047638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5934028625
validation[          , genome  6969] predictions:    9763/  10000 (97.63%), best:    9773/10000 (97.73%), error:       828.89453, best error:       791.72546 on epoch:    48, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 115.5872344971s, input_fired_time: 1.0563894510, output_fired_time: 0.8042609096, propagate_forward_time: 48.3117256165, propagate_backward_time: 61.8955802917, weight_update_time: 0.2027926147, other_time: 3.5192756653
epoch time: 10.6000585556s, input_fired_time: 0.1222684160, output_fired_time: 0.0000000000, propagate_forward_time: 9.8226871490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6551027298
validation[          , genome  6969] predictions:    9715/  10000 (97.15%), best:    9773/10000 (97.73%), error:       916.69702, best error:       791.72546 on epoch:    48, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 115.7307891846s, input_fired_time: 1.1408581734, output_fired_time: 0.8184870481, propagate_forward_time: 48.3597259521, propagate_backward_time: 61.9887580872, weight_update_time: 0.1740756482, other_time: 3.4229545593
epoch time: 10.3941688538s, input_fired_time: 0.1242911220, output_fired_time: 0.0000000000, propagate_forward_time: 9.6270256042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6428518295
validation[          , genome  6969] predictions:    9743/  10000 (97.43%), best:    9773/10000 (97.73%), error:       806.23083, best error:       791.72546 on epoch:    48, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 115.7201538086s, input_fired_time: 1.0445760489, output_fired_time: 0.7994572520, propagate_forward_time: 48.7932548523, propagate_backward_time: 61.5800628662, weight_update_time: 0.1725615859, other_time: 3.5028076172
epoch time: 10.5044956207s, input_fired_time: 0.1254540384, output_fired_time: 0.0000000000, propagate_forward_time: 9.7114791870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6675624847
validation[          , genome  6969] predictions:    9733/  10000 (97.33%), best:    9773/10000 (97.73%), error:       890.68970, best error:       791.72546 on epoch:    48, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 115.1921691895s, input_fired_time: 1.0575575829, output_fired_time: 0.8018125892, propagate_forward_time: 47.8940010071, propagate_backward_time: 61.9683723450, weight_update_time: 0.1694446206, other_time: 3.4704246521
epoch time: 10.4186725616s, input_fired_time: 0.1214100942, output_fired_time: 0.0000000000, propagate_forward_time: 9.7099561691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5873060226
validation[          , genome  6969] predictions:    9746/  10000 (97.46%), best:    9773/10000 (97.73%), error:       864.53967, best error:       791.72546 on epoch:    48, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 115.1059646606s, input_fired_time: 1.1325132847, output_fired_time: 0.8509235978, propagate_forward_time: 48.1624984741, propagate_backward_time: 61.3633460999, weight_update_time: 0.1721890122, other_time: 3.5966835022
epoch time: 10.4576692581s, input_fired_time: 0.1365753561, output_fired_time: 0.0000000000, propagate_forward_time: 9.7186260223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6024675369
validation[          , genome  6969] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       770.22632, best error:       770.22632 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 115.3002471924s, input_fired_time: 1.1236613989, output_fired_time: 0.8332637548, propagate_forward_time: 48.1209754944, propagate_backward_time: 61.8222503662, weight_update_time: 0.1702301204, other_time: 3.4000854492
epoch time: 10.3608951569s, input_fired_time: 0.1213296503, output_fired_time: 0.0000000000, propagate_forward_time: 9.6334819794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6060838699
validation[          , genome  6969] predictions:    9729/  10000 (97.29%), best:    9772/10000 (97.72%), error:       885.69476, best error:       770.22632 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 116.3103790283s, input_fired_time: 1.0331386328, output_fired_time: 0.8240897059, propagate_forward_time: 48.8827438354, propagate_backward_time: 62.1469345093, weight_update_time: 0.1749802381, other_time: 3.4234695435
epoch time: 10.2152490616s, input_fired_time: 0.1347510666, output_fired_time: 0.0000000000, propagate_forward_time: 9.4968528748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5836448669
validation[          , genome  6969] predictions:    9770/  10000 (97.70%), best:    9772/10000 (97.72%), error:       790.41101, best error:       770.22632 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 116.0506439209s, input_fired_time: 1.0486338139, output_fired_time: 0.8018246889, propagate_forward_time: 48.6827621460, propagate_backward_time: 62.0573730469, weight_update_time: 0.1828334928, other_time: 3.4600448608
epoch time: 10.4218235016s, input_fired_time: 0.1255116910, output_fired_time: 0.0000000000, propagate_forward_time: 9.7066001892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5897111893
validation[          , genome  6969] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       765.74249, best error:       765.74249 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 115.3922271729s, input_fired_time: 1.0355361700, output_fired_time: 0.8091365695, propagate_forward_time: 48.2753791809, propagate_backward_time: 61.8772468567, weight_update_time: 0.1805845797, other_time: 3.3949241638
epoch time: 10.5808753967s, input_fired_time: 0.1224542186, output_fired_time: 0.0000000000, propagate_forward_time: 9.8749103546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5835103989
validation[          , genome  6969] predictions:    9767/  10000 (97.67%), best:    9765/10000 (97.65%), error:       794.81537, best error:       765.74249 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 115.8835220337s, input_fired_time: 1.1208062172, output_fired_time: 0.8349257112, propagate_forward_time: 48.6415939331, propagate_backward_time: 61.9051246643, weight_update_time: 0.1705583483, other_time: 3.3810768127
epoch time: 10.4417886734s, input_fired_time: 0.1266503930, output_fired_time: 0.0000000000, propagate_forward_time: 9.7263545990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5887832642
validation[          , genome  6969] predictions:    9743/  10000 (97.43%), best:    9765/10000 (97.65%), error:       826.04712, best error:       765.74249 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 116.5613327026s, input_fired_time: 1.0900119543, output_fired_time: 0.8677136898, propagate_forward_time: 49.1387825012, propagate_backward_time: 62.0320205688, weight_update_time: 0.1929236352, other_time: 3.4328079224
epoch time: 10.2552108765s, input_fired_time: 0.1217046902, output_fired_time: 0.0000000000, propagate_forward_time: 9.5436849594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5898208618
validation[          , genome  6969] predictions:    9719/  10000 (97.19%), best:    9765/10000 (97.65%), error:       920.57562, best error:       765.74249 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 115.7111129761s, input_fired_time: 1.1401022673, output_fired_time: 0.8317777514, propagate_forward_time: 48.5673751831, propagate_backward_time: 61.6272392273, weight_update_time: 0.1711381227, other_time: 3.5446205139
epoch time: 10.2788276672s, input_fired_time: 0.1279030740, output_fired_time: 0.0000000000, propagate_forward_time: 9.5695829391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5813417435
validation[          , genome  6969] predictions:    9733/  10000 (97.33%), best:    9765/10000 (97.65%), error:       900.66180, best error:       765.74249 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 115.2970962524s, input_fired_time: 1.0290901661, output_fired_time: 0.8213401437, propagate_forward_time: 47.9911537170, propagate_backward_time: 61.9868278503, weight_update_time: 0.1697464287, other_time: 3.4686775208
epoch time: 10.4956216812s, input_fired_time: 0.1227077991, output_fired_time: 0.0000000000, propagate_forward_time: 9.7942333221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5786809921
validation[          , genome  6969] predictions:    9767/  10000 (97.67%), best:    9765/10000 (97.65%), error:       817.69263, best error:       765.74249 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 116.0881347656s, input_fired_time: 1.1177670956, output_fired_time: 0.8391032815, propagate_forward_time: 48.8824501038, propagate_backward_time: 61.8628997803, weight_update_time: 0.1704442501, other_time: 3.3859100342
epoch time: 10.6484708786s, input_fired_time: 0.1256463081, output_fired_time: 0.0000000000, propagate_forward_time: 9.8389520645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6838722229
validation[          , genome  6969] predictions:    9724/  10000 (97.24%), best:    9765/10000 (97.65%), error:       905.23993, best error:       765.74249 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 115.7056198120s, input_fired_time: 1.0806049109, output_fired_time: 0.8243940473, propagate_forward_time: 48.2257919312, propagate_backward_time: 62.1732559204, weight_update_time: 0.1737383455, other_time: 3.4015731812
epoch time: 10.2919216156s, input_fired_time: 0.1375949234, output_fired_time: 0.0000000000, propagate_forward_time: 9.5949411392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5593852997
validation[          , genome  6969] predictions:    9744/  10000 (97.44%), best:    9765/10000 (97.65%), error:       868.46533, best error:       765.74249 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 115.7618179321s, input_fired_time: 1.0684804916, output_fired_time: 0.8324366212, propagate_forward_time: 48.3517189026, propagate_backward_time: 61.9403419495, weight_update_time: 0.1723867804, other_time: 3.5688438416
epoch time: 10.5182199478s, input_fired_time: 0.1270381361, output_fired_time: 0.0000000000, propagate_forward_time: 9.7844114304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6067705154
validation[          , genome  6969] predictions:    9738/  10000 (97.38%), best:    9765/10000 (97.65%), error:       904.33313, best error:       765.74249 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 115.1426849365s, input_fired_time: 1.0938547850, output_fired_time: 0.8696133494, propagate_forward_time: 48.2227287292, propagate_backward_time: 61.4837875366, weight_update_time: 0.1719762087, other_time: 3.4726943970
epoch time: 10.3467445374s, input_fired_time: 0.1451021433, output_fired_time: 0.0000000000, propagate_forward_time: 9.6019029617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5997390747
validation[          , genome  6969] predictions:    9659/  10000 (96.59%), best:    9765/10000 (97.65%), error:      1088.21155, best error:       765.74249 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 115.1573944092s, input_fired_time: 1.1387650967, output_fired_time: 0.8368010521, propagate_forward_time: 48.0997581482, propagate_backward_time: 61.6696815491, weight_update_time: 0.1740426123, other_time: 3.4123954773
epoch time: 10.2488164902s, input_fired_time: 0.1233141944, output_fired_time: 0.0000000000, propagate_forward_time: 9.5529899597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5725126266
validation[          , genome  6969] predictions:    9752/  10000 (97.52%), best:    9765/10000 (97.65%), error:       828.26996, best error:       765.74249 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 116.4114379883s, input_fired_time: 1.0589823723, output_fired_time: 0.8070539832, propagate_forward_time: 48.6066703796, propagate_backward_time: 62.5267105103, weight_update_time: 0.1694899052, other_time: 3.4120254517
epoch time: 10.1831054688s, input_fired_time: 0.1252194345, output_fired_time: 0.0000000000, propagate_forward_time: 9.4658803940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5920057297
validation[          , genome  6969] predictions:    9737/  10000 (97.37%), best:    9765/10000 (97.65%), error:       899.95825, best error:       765.74249 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 115.2395858765s, input_fired_time: 1.0613282919, output_fired_time: 0.8143877983, propagate_forward_time: 48.1077880859, propagate_backward_time: 61.7558441162, weight_update_time: 0.1857719570, other_time: 3.5002441406
epoch time: 10.5559968948s, input_fired_time: 0.1318753809, output_fired_time: 0.0000000000, propagate_forward_time: 9.8220605850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6020612717
validation[          , genome  6969] predictions:    9770/  10000 (97.70%), best:    9765/10000 (97.65%), error:       807.11584, best error:       765.74249 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 115.6241760254s, input_fired_time: 1.0355317593, output_fired_time: 0.8521014452, propagate_forward_time: 48.6152725220, propagate_backward_time: 61.6056900024, weight_update_time: 0.1707071513, other_time: 3.5155792236
epoch time: 10.3358573914s, input_fired_time: 0.1225712523, output_fired_time: 0.0000000000, propagate_forward_time: 9.6321792603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5811071396
validation[          , genome  6969] predictions:    9699/  10000 (96.99%), best:    9765/10000 (97.65%), error:       972.11786, best error:       765.74249 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 115.5370254517s, input_fired_time: 1.0634857416, output_fired_time: 0.8454391956, propagate_forward_time: 48.5085983276, propagate_backward_time: 61.6818161011, weight_update_time: 0.1698678732, other_time: 3.4376907349
epoch time: 10.4272222519s, input_fired_time: 0.1246400923, output_fired_time: 0.0000000000, propagate_forward_time: 9.7013120651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6012697220
validation[          , genome  6969] predictions:    9771/  10000 (97.71%), best:    9765/10000 (97.65%), error:       781.43927, best error:       765.74249 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 115.5368804932s, input_fired_time: 1.0638152361, output_fired_time: 0.8333488107, propagate_forward_time: 48.7854690552, propagate_backward_time: 61.3793716431, weight_update_time: 0.1692094058, other_time: 3.4748764038
epoch time: 10.5578203201s, input_fired_time: 0.1388463825, output_fired_time: 0.0000000000, propagate_forward_time: 9.7761402130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6428337097
validation[          , genome  6969] predictions:    9735/  10000 (97.35%), best:    9765/10000 (97.65%), error:       849.72272, best error:       765.74249 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 115.1620635986s, input_fired_time: 1.0505497456, output_fired_time: 0.8169745207, propagate_forward_time: 48.3531799316, propagate_backward_time: 61.5805397034, weight_update_time: 0.1770763099, other_time: 3.3608207703
epoch time: 10.3658475876s, input_fired_time: 0.1240087748, output_fired_time: 0.0000000000, propagate_forward_time: 9.6591234207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5827150345
validation[          , genome  6969] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       757.08929, best error:       757.08929 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 115.6643829346s, input_fired_time: 1.1354444027, output_fired_time: 0.8830292821, propagate_forward_time: 48.6474342346, propagate_backward_time: 61.5420188904, weight_update_time: 0.1696498990, other_time: 3.4564552307
epoch time: 10.3615751266s, input_fired_time: 0.1238394752, output_fired_time: 0.0000000000, propagate_forward_time: 9.6302843094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6074514389
validation[          , genome  6969] predictions:    9750/  10000 (97.50%), best:    9778/10000 (97.78%), error:       835.27228, best error:       757.08929 on epoch:    99, 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: 52.4210700989s, input_fired_time: 0.6925398707, output_fired_time: 0.0000000000, propagate_forward_time: 48.6032562256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1252746582
best training[          , genome  6969] predictions:   49679/  50000 (99.36%), best:    9778/10000 (97.78%), error:      1438.66675, best error:       757.08929 on epoch:    99, 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: 10.4924545288s, input_fired_time: 0.1312127262, output_fired_time: 0.0000000000, propagate_forward_time: 9.7346029282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6266384125
   testing[          , genome  6969] predictions:    9789/  10000 (97.89%), best:    9778/10000 (97.78%), error:       692.67908, best error:       757.08929 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:19:02 (11047): called boinc_finish(0)

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