Nameexact_genome_1512568488_42_7172_0
Workunit2607049
Created8 Dec 2017, 0:10:43 UTC
Sent8 Dec 2017, 0:16:21 UTC
Report deadline22 Dec 2017, 9:53:17 UTC
Received8 Dec 2017, 16:25:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time5 hours 45 min 47 sec
CPU time5 hours 45 min 47 sec
Validate stateValid
Credit3,600.16
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size158.03 MB
Peak swap size159.73 MB
Peak disk usage1.83 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
88
epoch time: 17.7606468201s, input_fired_time: 0.3288598359, output_fired_time: 0.0000000000, propagate_forward_time: 16.7321147919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6996726990
validation[          , genome  7172] predictions:    9727/  10000 (97.27%), best:    9769/10000 (97.69%), error:       876.22919, best error:       751.95154 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 188.3492584229s, input_fired_time: 2.7218453884, output_fired_time: 1.8897582293, propagate_forward_time: 75.4183731079, propagate_backward_time: 104.6593780518, weight_update_time: 0.1663653851, other_time: 3.6599044800
epoch time: 14.1542901993s, input_fired_time: 0.2811268866, output_fired_time: 0.0000000000, propagate_forward_time: 13.2516078949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6215553284
validation[          , genome  7172] predictions:    9751/  10000 (97.51%), best:    9769/10000 (97.69%), error:       782.84613, best error:       751.95154 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 200.1094665527s, input_fired_time: 2.8285803795, output_fired_time: 1.9965838194, propagate_forward_time: 80.7096862793, propagate_backward_time: 110.7571487427, weight_update_time: 0.1743092537, other_time: 3.8174667358
epoch time: 19.4492378235s, input_fired_time: 0.3508940935, output_fired_time: 0.0000000000, propagate_forward_time: 18.3455429077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7527999878
validation[          , genome  7172] predictions:    9747/  10000 (97.47%), best:    9769/10000 (97.69%), error:       822.44482, best error:       751.95154 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 189.0326995850s, input_fired_time: 2.7673211098, output_fired_time: 1.9059464931, propagate_forward_time: 75.7150573730, propagate_backward_time: 104.9505767822, weight_update_time: 0.1584671587, other_time: 3.6938018799
epoch time: 15.0044069290s, input_fired_time: 0.3021862507, output_fired_time: 0.0000000000, propagate_forward_time: 14.0723781586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6298427582
validation[          , genome  7172] predictions:    9751/  10000 (97.51%), best:    9769/10000 (97.69%), error:       849.86475, best error:       751.95154 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 201.9653167725s, input_fired_time: 2.8662469387, output_fired_time: 2.0372817516, propagate_forward_time: 80.9110336304, propagate_backward_time: 112.3094253540, weight_update_time: 0.1676424742, other_time: 3.8413391113
epoch time: 19.5848808289s, input_fired_time: 0.3485954106, output_fired_time: 0.0000000000, propagate_forward_time: 18.4957351685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7405509949
validation[          , genome  7172] predictions:    9712/  10000 (97.12%), best:    9769/10000 (97.69%), error:       937.85425, best error:       751.95154 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 177.7058868408s, input_fired_time: 2.6485259533, output_fired_time: 1.7857741117, propagate_forward_time: 70.9360885620, propagate_backward_time: 98.8510589600, weight_update_time: 0.1475797743, other_time: 3.4844436646
epoch time: 14.8001461029s, input_fired_time: 0.2948117554, output_fired_time: 0.0000000000, propagate_forward_time: 13.8873968124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6179370880
validation[          , genome  7172] predictions:    9761/  10000 (97.61%), best:    9769/10000 (97.69%), error:       779.95288, best error:       751.95154 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 192.1530303955s, input_fired_time: 2.7639930248, output_fired_time: 1.8946143389, propagate_forward_time: 77.2863235474, propagate_backward_time: 106.5382308960, weight_update_time: 0.1614973843, other_time: 3.6698760986
epoch time: 17.3527584076s, input_fired_time: 0.3290790915, output_fired_time: 0.0000000000, propagate_forward_time: 16.3386001587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6850795746
validation[          , genome  7172] predictions:    9756/  10000 (97.56%), best:    9769/10000 (97.69%), error:       787.39081, best error:       751.95154 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 195.9231262207s, input_fired_time: 2.7925508022, output_fired_time: 1.9233671427, propagate_forward_time: 78.9860382080, propagate_backward_time: 108.5252609253, weight_update_time: 0.1614752710, other_time: 3.6958999634
epoch time: 15.4324550629s, input_fired_time: 0.3008819222, output_fired_time: 0.0000000000, propagate_forward_time: 14.4802026749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6513700485
validation[          , genome  7172] predictions:    9719/  10000 (97.19%), best:    9769/10000 (97.69%), error:       855.37946, best error:       751.95154 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 185.2672271729s, input_fired_time: 2.7009897232, output_fired_time: 1.8548805714, propagate_forward_time: 74.0670928955, propagate_backward_time: 103.0210494995, weight_update_time: 0.1542909145, other_time: 3.6232223511
epoch time: 15.3185405731s, input_fired_time: 0.2983939350, output_fired_time: 0.0000000000, propagate_forward_time: 14.3813180923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6388282776
validation[          , genome  7172] predictions:    9755/  10000 (97.55%), best:    9769/10000 (97.69%), error:       813.21088, best error:       751.95154 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 194.2090911865s, input_fired_time: 2.7730510235, output_fired_time: 1.9299203157, propagate_forward_time: 78.1114883423, propagate_backward_time: 107.6724929810, weight_update_time: 0.1604202092, other_time: 3.7221374512
epoch time: 15.4127244949s, input_fired_time: 0.3005271554, output_fired_time: 0.0000000000, propagate_forward_time: 14.4691791534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6430177689
validation[          , genome  7172] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       741.24249, best error:       741.24249 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 190.8264465332s, input_fired_time: 2.7576253414, output_fired_time: 1.9253695011, propagate_forward_time: 76.4995269775, propagate_backward_time: 105.9379882812, weight_update_time: 0.1629630327, other_time: 3.7059326172
epoch time: 18.5848903656s, input_fired_time: 0.3446668983, output_fired_time: 0.0000000000, propagate_forward_time: 17.5298919678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7103309631
validation[          , genome  7172] predictions:    9762/  10000 (97.62%), best:    9766/10000 (97.66%), error:       809.87341, best error:       741.24249 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 186.6095275879s, input_fired_time: 2.7132287025, output_fired_time: 1.8664131165, propagate_forward_time: 74.5465774536, propagate_backward_time: 103.8755416870, weight_update_time: 0.1559836566, other_time: 3.6077728271
epoch time: 14.9608469009s, input_fired_time: 0.2995738089, output_fired_time: 0.0000000000, propagate_forward_time: 14.0419473648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6193256378
validation[          , genome  7172] predictions:    9765/  10000 (97.65%), best:    9766/10000 (97.66%), error:       774.01294, best error:       741.24249 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 187.7835388184s, input_fired_time: 2.7160773277, output_fired_time: 1.8866094351, propagate_forward_time: 75.3106460571, propagate_backward_time: 104.2544021606, weight_update_time: 0.1587934047, other_time: 3.6157989502
epoch time: 14.9806766510s, input_fired_time: 0.2951114178, output_fired_time: 0.0000000000, propagate_forward_time: 14.0563335419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6292314529
validation[          , genome  7172] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       735.56824, best error:       735.56824 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 184.9110107422s, input_fired_time: 2.7048895359, output_fired_time: 1.8519599438, propagate_forward_time: 73.9342269897, propagate_backward_time: 102.8010787964, weight_update_time: 0.1641001701, other_time: 3.6188507080
epoch time: 16.0645046234s, input_fired_time: 0.3135906756, output_fired_time: 0.0000000000, propagate_forward_time: 15.0983486176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6525650024
validation[          , genome  7172] predictions:    9773/  10000 (97.73%), best:    9767/10000 (97.67%), error:       761.46051, best error:       735.56824 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 200.0024719238s, input_fired_time: 2.8346805573, output_fired_time: 1.9710940123, propagate_forward_time: 80.3563842773, propagate_backward_time: 111.0429229736, weight_update_time: 0.1670458317, other_time: 3.7973785400
epoch time: 16.5977039337s, input_fired_time: 0.3163452446, output_fired_time: 0.0000000000, propagate_forward_time: 15.6183938980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6629648209
validation[          , genome  7172] predictions:    9710/  10000 (97.10%), best:    9767/10000 (97.67%), error:       939.23737, best error:       735.56824 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 217.6587219238s, input_fired_time: 2.9701504707, output_fired_time: 2.1251354218, propagate_forward_time: 88.1743545532, propagate_backward_time: 120.2765808105, weight_update_time: 0.1817466915, other_time: 4.1124954224
epoch time: 16.1470966339s, input_fired_time: 0.3128390610, output_fired_time: 0.0000000000, propagate_forward_time: 15.1623735428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6718835831
validation[          , genome  7172] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       682.04779, best error:       682.04779 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 209.7015380859s, input_fired_time: 2.8982200623, output_fired_time: 2.0631556511, propagate_forward_time: 84.7596282959, propagate_backward_time: 116.0643005371, weight_update_time: 0.1750255078, other_time: 3.9162292480
epoch time: 19.6975440979s, input_fired_time: 0.3572801650, output_fired_time: 0.0000000000, propagate_forward_time: 18.6039562225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7363071442
validation[          , genome  7172] predictions:    9752/  10000 (97.52%), best:    9791/10000 (97.91%), error:       761.24799, best error:       682.04779 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 198.5129852295s, input_fired_time: 2.7922625542, output_fired_time: 1.9715796709, propagate_forward_time: 79.9023284912, propagate_backward_time: 110.1583557129, weight_update_time: 0.1647624969, other_time: 3.6884613037
epoch time: 15.0434246063s, input_fired_time: 0.2919522524, output_fired_time: 0.0000000000, propagate_forward_time: 14.1406869888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6107854843
validation[          , genome  7172] predictions:    9773/  10000 (97.73%), best:    9791/10000 (97.91%), error:       756.72504, best error:       682.04779 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 200.3982696533s, input_fired_time: 2.7959933281, output_fired_time: 1.9829787016, propagate_forward_time: 80.5659179688, propagate_backward_time: 111.3794097900, weight_update_time: 0.1646402925, other_time: 3.6739807129
epoch time: 18.5764198303s, input_fired_time: 0.3396855593, output_fired_time: 0.0000000000, propagate_forward_time: 17.5352191925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7015151978
validation[          , genome  7172] predictions:    9768/  10000 (97.68%), best:    9791/10000 (97.91%), error:       788.67084, best error:       682.04779 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 213.2586669922s, input_fired_time: 2.9233267307, output_fired_time: 2.0912694931, propagate_forward_time: 86.1226959229, propagate_backward_time: 118.2288589478, weight_update_time: 0.1777053475, other_time: 3.8925247192
epoch time: 16.6965522766s, input_fired_time: 0.3226192296, output_fired_time: 0.0000000000, propagate_forward_time: 15.6847772598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6891565323
validation[          , genome  7172] predictions:    9684/  10000 (96.84%), best:    9791/10000 (97.91%), error:      1040.64587, best error:       682.04779 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 198.0644073486s, input_fired_time: 2.7826991081, output_fired_time: 1.9622504711, propagate_forward_time: 79.5373458862, propagate_backward_time: 110.1130065918, weight_update_time: 0.1648162752, other_time: 3.6691055298
epoch time: 18.2655162811s, input_fired_time: 0.3417365849, output_fired_time: 0.0000000000, propagate_forward_time: 17.2052307129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7185497284
validation[          , genome  7172] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       678.36395, best error:       678.36395 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 209.8319549561s, input_fired_time: 2.8797934055, output_fired_time: 2.0598878860, propagate_forward_time: 84.5276031494, propagate_backward_time: 116.4979705811, weight_update_time: 0.1728615463, other_time: 3.8666992188
epoch time: 15.2181997299s, input_fired_time: 0.2905773818, output_fired_time: 0.0000000000, propagate_forward_time: 14.3089418411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6186809540
validation[          , genome  7172] predictions:    9751/  10000 (97.51%), best:    9796/10000 (97.96%), error:       803.72430, best error:       678.36395 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 201.4038391113s, input_fired_time: 2.8133952618, output_fired_time: 1.9902702570, propagate_forward_time: 80.7294311523, propagate_backward_time: 112.1434936523, weight_update_time: 0.1659999937, other_time: 3.7272491455
epoch time: 15.8088378906s, input_fired_time: 0.3075276911, output_fired_time: 0.0000000000, propagate_forward_time: 14.8600158691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6412944794
validation[          , genome  7172] predictions:    9768/  10000 (97.68%), best:    9796/10000 (97.96%), error:       749.27942, best error:       678.36395 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 205.8958435059s, input_fired_time: 2.8668661118, output_fired_time: 2.0250473022, propagate_forward_time: 82.7665634155, propagate_backward_time: 114.4373168945, weight_update_time: 0.1713278592, other_time: 3.8000564575
epoch time: 18.1670398712s, input_fired_time: 0.3429424167, output_fired_time: 0.0000000000, propagate_forward_time: 17.1277503967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6963462830
validation[          , genome  7172] predictions:    9769/  10000 (97.69%), best:    9796/10000 (97.96%), error:       803.41473, best error:       678.36395 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 189.0620117188s, input_fired_time: 2.7203884125, output_fired_time: 1.8744949102, propagate_forward_time: 75.5012435913, propagate_backward_time: 105.4005737305, weight_update_time: 0.1582897305, other_time: 3.5653152466
epoch time: 15.1838312149s, input_fired_time: 0.2983604372, output_fired_time: 0.0000000000, propagate_forward_time: 14.2776336670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6078367233
validation[          , genome  7172] predictions:    9777/  10000 (97.77%), best:    9796/10000 (97.96%), error:       710.75452, best error:       678.36395 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 176.5589904785s, input_fired_time: 2.6186830997, output_fired_time: 1.7643169165, propagate_forward_time: 70.3624114990, propagate_backward_time: 98.4226379395, weight_update_time: 0.1483712643, other_time: 3.3909454346
epoch time: 19.4251155853s, input_fired_time: 0.3464271724, output_fired_time: 0.0000000000, propagate_forward_time: 18.3504810333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7282066345
validation[          , genome  7172] predictions:    9757/  10000 (97.57%), best:    9796/10000 (97.96%), error:       755.11121, best error:       678.36395 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 184.5225067139s, input_fired_time: 2.7039222717, output_fired_time: 1.8471243382, propagate_forward_time: 73.6313018799, propagate_backward_time: 102.8577270508, weight_update_time: 0.1530223936, other_time: 3.4824371338
epoch time: 15.9838714600s, input_fired_time: 0.3099054098, output_fired_time: 0.0000000000, propagate_forward_time: 15.0454216003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6285448074
validation[          , genome  7172] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       651.85242, best error:       651.85242 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 198.4275360107s, input_fired_time: 2.8203408718, output_fired_time: 1.9715471268, propagate_forward_time: 79.5523681641, propagate_backward_time: 110.3760681152, weight_update_time: 0.1657431126, other_time: 3.7072143555
epoch time: 18.2574310303s, input_fired_time: 0.3355764449, output_fired_time: 0.0000000000, propagate_forward_time: 17.2177143097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7041397095
validation[          , genome  7172] predictions:    9770/  10000 (97.70%), best:    9791/10000 (97.91%), error:       769.61121, best error:       651.85242 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 210.6244964600s, input_fired_time: 2.9190418720, output_fired_time: 2.0617799759, propagate_forward_time: 84.8153076172, propagate_backward_time: 116.9209899902, weight_update_time: 0.1738591343, other_time: 3.9073791504
epoch time: 15.1036252975s, input_fired_time: 0.3002435863, output_fired_time: 0.0000000000, propagate_forward_time: 14.1797409058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6236410141
validation[          , genome  7172] predictions:    9775/  10000 (97.75%), best:    9791/10000 (97.91%), error:       719.42078, best error:       651.85242 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 195.1178436279s, input_fired_time: 2.8024888039, output_fired_time: 1.9455887079, propagate_forward_time: 77.9517822266, propagate_backward_time: 108.7390975952, weight_update_time: 0.1637718379, other_time: 3.6788864136
epoch time: 16.2911052704s, input_fired_time: 0.3111970425, output_fired_time: 0.0000000000, propagate_forward_time: 15.3248472214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6550607681
validation[          , genome  7172] predictions:    9759/  10000 (97.59%), best:    9791/10000 (97.91%), error:       789.86139, best error:       651.85242 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 208.3476257324s, input_fired_time: 2.9024026394, output_fired_time: 2.0304319859, propagate_forward_time: 84.2211685181, propagate_backward_time: 115.3718109131, weight_update_time: 0.1725596488, other_time: 3.8218154907
epoch time: 15.1619453430s, input_fired_time: 0.2975845933, output_fired_time: 0.0000000000, propagate_forward_time: 14.2449970245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6193637848
validation[          , genome  7172] predictions:    9756/  10000 (97.56%), best:    9791/10000 (97.91%), error:       818.49591, best error:       651.85242 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 183.8649444580s, input_fired_time: 2.7258503437, output_fired_time: 1.8496595621, propagate_forward_time: 73.4237976074, propagate_backward_time: 102.2773895264, weight_update_time: 0.1589346230, other_time: 3.5882568359
epoch time: 14.0434122086s, input_fired_time: 0.2954584062, output_fired_time: 0.0000000000, propagate_forward_time: 13.1250534058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6229000092
validation[          , genome  7172] predictions:    9724/  10000 (97.24%), best:    9791/10000 (97.91%), error:       885.36896, best error:       651.85242 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 165.5964965820s, input_fired_time: 2.6223390102, output_fired_time: 1.7178019285, propagate_forward_time: 65.5629730225, propagate_backward_time: 92.2007064819, weight_update_time: 0.1524738669, other_time: 3.4926681519
epoch time: 13.7416210175s, input_fired_time: 0.2916823924, output_fired_time: 0.0000000000, propagate_forward_time: 12.8446416855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6052970886
validation[          , genome  7172] predictions:    9737/  10000 (97.37%), best:    9791/10000 (97.91%), error:       898.82556, best error:       651.85242 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 204.5125427246s, input_fired_time: 2.8873355389, output_fired_time: 2.0189285278, propagate_forward_time: 82.0114135742, propagate_backward_time: 113.8023452759, weight_update_time: 0.1707939655, other_time: 3.7925338745
epoch time: 16.0060787201s, input_fired_time: 0.3117428124, output_fired_time: 0.0000000000, propagate_forward_time: 15.0559139252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6384220123
validation[          , genome  7172] predictions:    9782/  10000 (97.82%), best:    9791/10000 (97.91%), error:       713.48663, best error:       651.85242 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 189.7216339111s, input_fired_time: 2.7334742546, output_fired_time: 1.8999651670, propagate_forward_time: 75.7576293945, propagate_backward_time: 105.7609634399, weight_update_time: 0.1567016989, other_time: 3.5696029663
epoch time: 15.8283166885s, input_fired_time: 0.3134115934, output_fired_time: 0.0000000000, propagate_forward_time: 14.8717222214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6431827545
validation[          , genome  7172] predictions:    9782/  10000 (97.82%), best:    9791/10000 (97.91%), error:       686.43286, best error:       651.85242 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 197.7379150391s, input_fired_time: 2.8043971062, output_fired_time: 1.9699801207, propagate_forward_time: 78.9207382202, propagate_backward_time: 110.3181228638, weight_update_time: 0.1636733860, other_time: 3.7246704102
epoch time: 14.9141378403s, input_fired_time: 0.2924620211, output_fired_time: 0.0000000000, propagate_forward_time: 14.0083045959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6133708954
validation[          , genome  7172] predictions:    9632/  10000 (96.32%), best:    9791/10000 (97.91%), error:      1195.49890, best error:       651.85242 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 191.0327148438s, input_fired_time: 2.7530274391, output_fired_time: 1.9012336731, propagate_forward_time: 76.1647720337, propagate_backward_time: 106.6150512695, weight_update_time: 0.1593515873, other_time: 3.5986404419
epoch time: 19.0761928558s, input_fired_time: 0.3581185043, output_fired_time: 0.0000000000, propagate_forward_time: 17.9892425537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7288322449
validation[          , genome  7172] predictions:    9782/  10000 (97.82%), best:    9791/10000 (97.91%), error:       695.64441, best error:       651.85242 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 202.4244689941s, input_fired_time: 2.8566675186, output_fired_time: 1.9949454069, propagate_forward_time: 81.4037551880, propagate_backward_time: 112.4520339966, weight_update_time: 0.1661596149, other_time: 3.7170562744
epoch time: 15.0094957352s, input_fired_time: 0.2946718335, output_fired_time: 0.0000000000, propagate_forward_time: 14.0992012024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6156225204
validation[          , genome  7172] predictions:    9780/  10000 (97.80%), best:    9791/10000 (97.91%), error:       698.74524, best error:       651.85242 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 172.7778930664s, input_fired_time: 2.6423068047, output_fired_time: 1.7687752247, propagate_forward_time: 68.4684448242, propagate_backward_time: 96.4231948853, weight_update_time: 0.1529432386, other_time: 3.4751815796
epoch time: 14.7493743896s, input_fired_time: 0.2912976742, output_fired_time: 0.0000000000, propagate_forward_time: 13.8580961227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5999803543
validation[          , genome  7172] predictions:    9755/  10000 (97.55%), best:    9791/10000 (97.91%), error:       774.17596, best error:       651.85242 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 193.1800231934s, input_fired_time: 2.7997517586, output_fired_time: 1.9362956285, propagate_forward_time: 77.4346542358, propagate_backward_time: 107.3189468384, weight_update_time: 0.1667301357, other_time: 3.6903686523
epoch time: 13.8222417831s, input_fired_time: 0.2954927385, output_fired_time: 0.0000000000, propagate_forward_time: 12.9219884872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6047601700
validation[          , genome  7172] predictions:    9782/  10000 (97.82%), best:    9791/10000 (97.91%), error:       673.64075, best error:       651.85242 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 180.1115722656s, input_fired_time: 2.7011680603, output_fired_time: 1.8082317114, propagate_forward_time: 71.8143157959, propagate_backward_time: 100.2848052979, weight_update_time: 0.1548136324, other_time: 3.5030517578
epoch time: 20.1372756958s, input_fired_time: 0.3724523485, output_fired_time: 0.0000000000, propagate_forward_time: 19.0096015930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7552223206
validation[          , genome  7172] predictions:    9656/  10000 (96.56%), best:    9791/10000 (97.91%), error:      1141.65503, best error:       651.85242 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 193.8399505615s, input_fired_time: 2.7814080715, output_fired_time: 1.9218900204, propagate_forward_time: 77.4971008301, propagate_backward_time: 107.9531784058, weight_update_time: 0.1604543477, other_time: 3.6863784790
epoch time: 15.1035289764s, input_fired_time: 0.3055304587, output_fired_time: 0.0000000000, propagate_forward_time: 14.1696500778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6283483505
validation[          , genome  7172] predictions:    9750/  10000 (97.50%), best:    9791/10000 (97.91%), error:       869.12140, best error:       651.85242 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 203.0328521729s, input_fired_time: 2.8648777008, output_fired_time: 1.9969500303, propagate_forward_time: 81.7096328735, propagate_backward_time: 112.6884613037, weight_update_time: 0.1674507856, other_time: 3.7729263306
epoch time: 17.9844474792s, input_fired_time: 0.3383023739, output_fired_time: 0.0000000000, propagate_forward_time: 16.9485282898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6976165771
validation[          , genome  7172] predictions:    9805/  10000 (98.05%), best:    9791/10000 (97.91%), error:       675.60706, best error:       651.85242 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 203.0048217773s, input_fired_time: 2.8616356850, output_fired_time: 1.9979292154, propagate_forward_time: 81.4928512573, propagate_backward_time: 112.9049682617, weight_update_time: 0.1684893519, other_time: 3.7474441528
epoch time: 15.5492715836s, input_fired_time: 0.3048860133, output_fired_time: 0.0000000000, propagate_forward_time: 14.6236515045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6207342148
validation[          , genome  7172] predictions:    9797/  10000 (97.97%), best:    9791/10000 (97.91%), error:       674.12592, best error:       651.85242 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 201.4083557129s, input_fired_time: 2.8543128967, output_fired_time: 1.9917268753, propagate_forward_time: 81.2169189453, propagate_backward_time: 111.6500015259, weight_update_time: 0.1663274914, other_time: 3.6953964233
epoch time: 15.7255849838s, input_fired_time: 0.3279665709, output_fired_time: 0.0000000000, propagate_forward_time: 14.7332162857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6644020081
validation[          , genome  7172] predictions:    9798/  10000 (97.98%), best:    9791/10000 (97.91%), error:       665.95331, best error:       651.85242 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 201.9965515137s, input_fired_time: 2.9094860554, output_fired_time: 1.9775304794, propagate_forward_time: 81.3079986572, propagate_backward_time: 111.9648742676, weight_update_time: 0.1722839624, other_time: 3.8366699219
epoch time: 16.0672798157s, input_fired_time: 0.3108018637, output_fired_time: 0.0000000000, propagate_forward_time: 15.1153688431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6411094666
validation[          , genome  7172] predictions:    9705/  10000 (97.05%), best:    9791/10000 (97.91%), error:       943.72363, best error:       651.85242 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 202.4762115479s, input_fired_time: 2.8677203655, output_fired_time: 1.9931297302, propagate_forward_time: 81.5936203003, propagate_backward_time: 112.3345947266, weight_update_time: 0.1654868424, other_time: 3.6871414185
epoch time: 16.9469108582s, input_fired_time: 0.3257380426, output_fired_time: 0.0000000000, propagate_forward_time: 15.9547910690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6663808823
validation[          , genome  7172] predictions:    9781/  10000 (97.81%), best:    9791/10000 (97.91%), error:       680.94232, best error:       651.85242 on epoch:    40, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 200.8651733398s, input_fired_time: 2.9091296196, output_fired_time: 1.9912987947, propagate_forward_time: 80.6910552979, propagate_backward_time: 111.4374008179, weight_update_time: 0.1718349457, other_time: 3.8362808228
epoch time: 17.3771095276s, input_fired_time: 0.3408047557, output_fired_time: 0.0000000000, propagate_forward_time: 16.3399467468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6963577271
validation[          , genome  7172] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       695.50958, best error:       651.85242 on epoch:    40, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 193.2286071777s, input_fired_time: 2.8573350906, output_fired_time: 1.9175494909, propagate_forward_time: 77.5384140015, propagate_backward_time: 107.0404357910, weight_update_time: 0.1717640162, other_time: 3.8748703003
epoch time: 16.2747230530s, input_fired_time: 0.3275133371, output_fired_time: 0.0000000000, propagate_forward_time: 15.2733678818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6738414764
validation[          , genome  7172] predictions:    9816/  10000 (98.16%), best:    9816/10000 (98.16%), error:       612.12811, best error:       612.12811 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 199.7534942627s, input_fired_time: 2.9004099369, output_fired_time: 1.9805858135, propagate_forward_time: 80.5779266357, propagate_backward_time: 110.4170532227, weight_update_time: 0.1725875735, other_time: 3.8775177002
epoch time: 18.0123634338s, input_fired_time: 0.3407894671, output_fired_time: 0.0000000000, propagate_forward_time: 16.9734382629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6981353760
validation[          , genome  7172] predictions:    9769/  10000 (97.69%), best:    9816/10000 (98.16%), error:       766.32697, best error:       612.12811 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 208.0710296631s, input_fired_time: 2.9044029713, output_fired_time: 2.0591921806, propagate_forward_time: 83.6284713745, propagate_backward_time: 115.6376342773, weight_update_time: 0.1716498286, other_time: 3.8413314819
epoch time: 20.1006355286s, input_fired_time: 0.3618970215, output_fired_time: 0.0000000000, propagate_forward_time: 18.9960708618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7426681519
validation[          , genome  7172] predictions:    9797/  10000 (97.97%), best:    9816/10000 (98.16%), error:       651.31445, best error:       612.12811 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 188.1072692871s, input_fired_time: 2.7474291325, output_fired_time: 1.8625679016, propagate_forward_time: 75.2847366333, propagate_backward_time: 104.6496353149, weight_update_time: 0.1576091051, other_time: 3.5628967285
epoch time: 15.1114196777s, input_fired_time: 0.3005323410, output_fired_time: 0.0000000000, propagate_forward_time: 14.1911573410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6197299957
validation[          , genome  7172] predictions:    9791/  10000 (97.91%), best:    9816/10000 (98.16%), error:       670.51544, best error:       612.12811 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 182.3189239502s, input_fired_time: 2.7270836830, output_fired_time: 1.8189562559, propagate_forward_time: 73.1024017334, propagate_backward_time: 101.1291809082, weight_update_time: 0.1557382196, other_time: 3.5413055420
epoch time: 14.8457117081s, input_fired_time: 0.3001791537, output_fired_time: 0.0000000000, propagate_forward_time: 13.9396314621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6059007645
validation[          , genome  7172] predictions:    9802/  10000 (98.02%), best:    9816/10000 (98.16%), error:       664.72614, best error:       612.12811 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 198.6410827637s, input_fired_time: 2.8306567669, output_fired_time: 1.9714211226, propagate_forward_time: 79.8029403687, propagate_backward_time: 110.3562011719, weight_update_time: 0.1642086059, other_time: 3.6798629761
epoch time: 19.1296825409s, input_fired_time: 0.3620134592, output_fired_time: 0.0000000000, propagate_forward_time: 18.0210876465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7465820312
validation[          , genome  7172] predictions:    9802/  10000 (98.02%), best:    9816/10000 (98.16%), error:       633.13147, best error:       612.12811 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 180.1842193604s, input_fired_time: 2.7294139862, output_fired_time: 1.8272520304, propagate_forward_time: 71.9462585449, propagate_backward_time: 99.9765701294, weight_update_time: 0.1609191149, other_time: 3.7047195435
epoch time: 14.0676965714s, input_fired_time: 0.2946811914, output_fired_time: 0.0000000000, propagate_forward_time: 13.1423091888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6307058334
validation[          , genome  7172] predictions:    9819/  10000 (98.19%), best:    9816/10000 (98.16%), error:       661.58368, best error:       612.12811 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 167.0046081543s, input_fired_time: 2.6122620106, output_fired_time: 1.7036628723, propagate_forward_time: 66.0431594849, propagate_backward_time: 93.1091995239, weight_update_time: 0.1552784741, other_time: 3.5363311768
epoch time: 14.0589199066s, input_fired_time: 0.2949163616, output_fired_time: 0.0000000000, propagate_forward_time: 13.1751422882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5888614655
validation[          , genome  7172] predictions:    9801/  10000 (98.01%), best:    9816/10000 (98.16%), error:       646.73822, best error:       612.12811 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 185.3779602051s, input_fired_time: 2.7520172596, output_fired_time: 1.8730077744, propagate_forward_time: 74.0035171509, propagate_backward_time: 103.1190338135, weight_update_time: 0.1661628634, other_time: 3.6303939819
epoch time: 15.0215482712s, input_fired_time: 0.3091938794, output_fired_time: 0.0000000000, propagate_forward_time: 14.1012268066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6111278534
validation[          , genome  7172] predictions:    9811/  10000 (98.11%), best:    9816/10000 (98.16%), error:       643.13904, best error:       612.12811 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 181.3153533936s, input_fired_time: 2.7195982933, output_fired_time: 1.8457516432, propagate_forward_time: 72.3239593506, propagate_backward_time: 100.8829879761, weight_update_time: 0.1615601480, other_time: 3.5430526733
epoch time: 13.7887487411s, input_fired_time: 0.2899552286, output_fired_time: 0.0000000000, propagate_forward_time: 12.9024257660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5963678360
validation[          , genome  7172] predictions:    9790/  10000 (97.90%), best:    9816/10000 (98.16%), error:       697.56470, best error:       612.12811 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 177.1462707520s, input_fired_time: 2.6971132755, output_fired_time: 1.7924802303, propagate_forward_time: 70.4243392944, propagate_backward_time: 98.7450408936, weight_update_time: 0.1601840258, other_time: 3.4872970581
epoch time: 14.0684280396s, input_fired_time: 0.3000971675, output_fired_time: 0.0000000000, propagate_forward_time: 13.1737871170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5945434570
validation[          , genome  7172] predictions:    9800/  10000 (98.00%), best:    9816/10000 (98.16%), error:       680.23627, best error:       612.12811 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 174.0795440674s, input_fired_time: 2.6701107025, output_fired_time: 1.7830915451, propagate_forward_time: 68.9657363892, propagate_backward_time: 97.1504364014, weight_update_time: 0.1589408964, other_time: 3.5101699829
epoch time: 17.0587291718s, input_fired_time: 0.3319126368, output_fired_time: 0.0000000000, propagate_forward_time: 16.0533695221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6734466553
validation[          , genome  7172] predictions:    9779/  10000 (97.79%), best:    9816/10000 (98.16%), error:       787.19971, best error:       612.12811 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 182.0770874023s, input_fired_time: 2.7435171604, output_fired_time: 1.8424249887, propagate_forward_time: 72.7175903320, propagate_backward_time: 101.2358016968, weight_update_time: 0.1622010469, other_time: 3.5377578735
epoch time: 13.9321746826s, input_fired_time: 0.2936820090, output_fired_time: 0.0000000000, propagate_forward_time: 13.0487165451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5897760391
validation[          , genome  7172] predictions:    9801/  10000 (98.01%), best:    9816/10000 (98.16%), error:       695.09418, best error:       612.12811 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 171.6382293701s, input_fired_time: 2.6467010975, output_fired_time: 1.7476112843, propagate_forward_time: 68.3944931030, propagate_backward_time: 95.4218139648, weight_update_time: 0.1522459239, other_time: 3.4276199341
epoch time: 18.1905784607s, input_fired_time: 0.3434768319, output_fired_time: 0.0000000000, propagate_forward_time: 17.1292591095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7178421021
validation[          , genome  7172] predictions:    9778/  10000 (97.78%), best:    9816/10000 (98.16%), error:       716.83405, best error:       612.12811 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 167.9872589111s, input_fired_time: 2.6078150272, output_fired_time: 1.7135982513, propagate_forward_time: 66.6236724854, propagate_backward_time: 93.6255493164, weight_update_time: 0.1433548033, other_time: 3.4166259766
epoch time: 16.2727165222s, input_fired_time: 0.3221681416, output_fired_time: 0.0000000000, propagate_forward_time: 15.2833929062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6671552658
validation[          , genome  7172] predictions:    9807/  10000 (98.07%), best:    9816/10000 (98.16%), error:       640.51367, best error:       612.12811 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 165.9202270508s, input_fired_time: 2.6012015343, output_fired_time: 1.7334730625, propagate_forward_time: 65.5090179443, propagate_backward_time: 92.7551879883, weight_update_time: 0.1398278773, other_time: 3.3213500977
epoch time: 13.5023603439s, input_fired_time: 0.2853316963, output_fired_time: 0.0000000000, propagate_forward_time: 12.6520996094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5649290085
validation[          , genome  7172] predictions:    9802/  10000 (98.02%), best:    9816/10000 (98.16%), error:       686.37054, best error:       612.12811 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 172.8006286621s, input_fired_time: 2.6563494205, output_fired_time: 1.7580258846, propagate_forward_time: 68.7399749756, propagate_backward_time: 96.2298660278, weight_update_time: 0.1460626125, other_time: 3.4164047241
epoch time: 13.8247346878s, input_fired_time: 0.2899616063, output_fired_time: 0.0000000000, propagate_forward_time: 12.9302225113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6045503616
validation[          , genome  7172] predictions:    9819/  10000 (98.19%), best:    9819/10000 (98.19%), error:       589.40387, best error:       589.40387 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 196.9241333008s, input_fired_time: 2.8531658649, output_fired_time: 1.9658172131, propagate_forward_time: 78.9836502075, propagate_backward_time: 109.4222564697, weight_update_time: 0.1641641706, other_time: 3.6992416382
epoch time: 16.2614021301s, input_fired_time: 0.3227972686, output_fired_time: 0.0000000000, propagate_forward_time: 15.2723960876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6662092209
validation[          , genome  7172] predictions:    9826/  10000 (98.26%), best:    9819/10000 (98.19%), error:       602.30017, best error:       589.40387 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 180.1582336426s, input_fired_time: 2.7220153809, output_fired_time: 1.8309564590, propagate_forward_time: 71.8120040894, propagate_backward_time: 100.2867279053, weight_update_time: 0.1537102163, other_time: 3.5065231323
epoch time: 16.4625453949s, input_fired_time: 0.3247418702, output_fired_time: 0.0000000000, propagate_forward_time: 15.4864931107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6513109207
validation[          , genome  7172] predictions:    9804/  10000 (98.04%), best:    9819/10000 (98.19%), error:       631.96747, best error:       589.40387 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 169.9901885986s, input_fired_time: 2.6202268600, output_fired_time: 1.7618954182, propagate_forward_time: 67.2172393799, propagate_backward_time: 95.0230560303, weight_update_time: 0.1458724141, other_time: 3.3677673340
epoch time: 13.9988374710s, input_fired_time: 0.2982122004, output_fired_time: 0.0000000000, propagate_forward_time: 13.1063632965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5942621231
validation[          , genome  7172] predictions:    9790/  10000 (97.90%), best:    9819/10000 (98.19%), error:       700.68701, best error:       589.40387 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 169.0842742920s, input_fired_time: 2.6141877174, output_fired_time: 1.7459053993, propagate_forward_time: 66.9833297729, propagate_backward_time: 94.3520202637, weight_update_time: 0.1452775002, other_time: 3.3888320923
epoch time: 13.8151645660s, input_fired_time: 0.2862109840, output_fired_time: 0.0000000000, propagate_forward_time: 12.9317951202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5971584320
validation[          , genome  7172] predictions:    9680/  10000 (96.80%), best:    9819/10000 (98.19%), error:      1058.33691, best error:       589.40387 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 170.5308227539s, input_fired_time: 2.6300554276, output_fired_time: 1.7579141855, propagate_forward_time: 67.2436065674, propagate_backward_time: 95.4924697876, weight_update_time: 0.1455700099, other_time: 3.4067764282
epoch time: 13.6276330948s, input_fired_time: 0.2859077156, output_fired_time: 0.0000000000, propagate_forward_time: 12.7531700134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5885553360
validation[          , genome  7172] predictions:    9780/  10000 (97.80%), best:    9819/10000 (98.19%), error:       715.78876, best error:       589.40387 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 175.3713226318s, input_fired_time: 2.6795506477, output_fired_time: 1.7893161774, propagate_forward_time: 69.6696777344, propagate_backward_time: 97.7644042969, weight_update_time: 0.1494206190, other_time: 3.4683685303
epoch time: 14.1366834641s, input_fired_time: 0.2941094935, output_fired_time: 0.0000000000, propagate_forward_time: 13.2545471191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5880270004
validation[          , genome  7172] predictions:    9794/  10000 (97.94%), best:    9819/10000 (98.19%), error:       698.26752, best error:       589.40387 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 169.0760040283s, input_fired_time: 2.6318805218, output_fired_time: 1.7438952923, propagate_forward_time: 67.0193405151, propagate_backward_time: 94.3370056152, weight_update_time: 0.1439583004, other_time: 3.3438796997
epoch time: 15.7456598282s, input_fired_time: 0.3136686981, output_fired_time: 0.0000000000, propagate_forward_time: 14.7978286743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6341629028
validation[          , genome  7172] predictions:    9786/  10000 (97.86%), best:    9819/10000 (98.19%), error:       726.14301, best error:       589.40387 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 192.8712463379s, input_fired_time: 2.8302505016, output_fired_time: 1.9360140562, propagate_forward_time: 77.5137710571, propagate_backward_time: 106.9339675903, weight_update_time: 0.1623584032, other_time: 3.6572418213
epoch time: 18.6422214508s, input_fired_time: 0.3527400196, output_fired_time: 0.0000000000, propagate_forward_time: 17.5913181305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6981639862
validation[          , genome  7172] predictions:    9793/  10000 (97.93%), best:    9819/10000 (98.19%), error:       686.09424, best error:       589.40387 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 174.1380462646s, input_fired_time: 2.6570272446, output_fired_time: 1.7799633741, propagate_forward_time: 69.2942276001, propagate_backward_time: 97.0036468506, weight_update_time: 0.1479350179, other_time: 3.4031753540
epoch time: 13.9355392456s, input_fired_time: 0.2929133475, output_fired_time: 0.0000000000, propagate_forward_time: 13.0677480698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5748777390
validation[          , genome  7172] predictions:    9762/  10000 (97.62%), best:    9819/10000 (98.19%), error:       806.00830, best error:       589.40387 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 192.0803070068s, input_fired_time: 2.8190958500, output_fired_time: 1.9269541502, propagate_forward_time: 76.8446044922, propagate_backward_time: 106.8668823242, weight_update_time: 0.1608370245, other_time: 3.6227722168
epoch time: 19.6855735779s, input_fired_time: 0.3578342497, output_fired_time: 0.0000000000, propagate_forward_time: 18.5974655151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7302742004
validation[          , genome  7172] predictions:    9792/  10000 (97.92%), best:    9819/10000 (98.19%), error:       718.75494, best error:       589.40387 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 186.6679077148s, input_fired_time: 2.7693660259, output_fired_time: 1.8833867311, propagate_forward_time: 74.5566940308, propagate_backward_time: 103.8774337769, weight_update_time: 0.1579111516, other_time: 3.5810241699
epoch time: 13.8482751846s, input_fired_time: 0.2917236090, output_fired_time: 0.0000000000, propagate_forward_time: 12.9640798569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5924720764
validation[          , genome  7172] predictions:    9809/  10000 (98.09%), best:    9819/10000 (98.19%), error:       635.25189, best error:       589.40387 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 166.0522003174s, input_fired_time: 2.5949156284, output_fired_time: 1.7223370075, propagate_forward_time: 65.6252136230, propagate_backward_time: 92.7542572021, weight_update_time: 0.1418485194, other_time: 3.3554840088
epoch time: 16.0435657501s, input_fired_time: 0.3179010451, output_fired_time: 0.0000000000, propagate_forward_time: 15.0708646774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6548004150
validation[          , genome  7172] predictions:    9798/  10000 (97.98%), best:    9819/10000 (98.19%), error:       655.83832, best error:       589.40387 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 167.3500976562s, input_fired_time: 2.6027185917, output_fired_time: 1.7189973593, propagate_forward_time: 66.4466857910, propagate_backward_time: 93.2289733887, weight_update_time: 0.1418071687, other_time: 3.3527221680
epoch time: 13.7672748566s, input_fired_time: 0.2868787944, output_fired_time: 0.0000000000, propagate_forward_time: 12.9005517960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5798444748
validation[          , genome  7172] predictions:    9799/  10000 (97.99%), best:    9819/10000 (98.19%), error:       680.35663, best error:       589.40387 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 171.6760406494s, input_fired_time: 2.6330211163, output_fired_time: 1.7553911209, propagate_forward_time: 68.3040008545, propagate_backward_time: 95.6476669312, weight_update_time: 0.1449941695, other_time: 3.3359603882
epoch time: 13.6926460266s, input_fired_time: 0.2889225185, output_fired_time: 0.0000000000, propagate_forward_time: 12.8201093674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5836143494
validation[          , genome  7172] predictions:    9771/  10000 (97.71%), best:    9819/10000 (98.19%), error:       774.14386, best error:       589.40387 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 181.1560516357s, input_fired_time: 2.7134833336, output_fired_time: 1.8290661573, propagate_forward_time: 72.2251968384, propagate_backward_time: 100.9168014526, weight_update_time: 0.1526899189, other_time: 3.4714965820
epoch time: 14.7396593094s, input_fired_time: 0.3032571375, output_fired_time: 0.0000000000, propagate_forward_time: 13.8190355301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6173667908
validation[          , genome  7172] predictions:    9758/  10000 (97.58%), best:    9819/10000 (98.19%), error:       841.76123, best error:       589.40387 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 184.8855743408s, input_fired_time: 2.7460367680, output_fired_time: 1.8688992262, propagate_forward_time: 73.7571563721, propagate_backward_time: 102.9736785889, weight_update_time: 0.1560549885, other_time: 3.5398101807
epoch time: 18.4608249664s, input_fired_time: 0.3442044556, output_fired_time: 0.0000000000, propagate_forward_time: 17.4153499603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7012710571
validation[          , genome  7172] predictions:    9782/  10000 (97.82%), best:    9819/10000 (98.19%), error:       746.30328, best error:       589.40387 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 173.2751007080s, input_fired_time: 2.6389658451, output_fired_time: 1.7596391439, propagate_forward_time: 68.7903747559, propagate_backward_time: 96.7243270874, weight_update_time: 0.1470981091, other_time: 3.3617935181
epoch time: 14.0058670044s, input_fired_time: 0.2928515077, output_fired_time: 0.0000000000, propagate_forward_time: 13.1127300262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6002855301
validation[          , genome  7172] predictions:    9816/  10000 (98.16%), best:    9819/10000 (98.19%), error:       625.02533, best error:       589.40387 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 169.6718902588s, input_fired_time: 2.6079425812, output_fired_time: 1.7355749607, propagate_forward_time: 67.5223617554, propagate_backward_time: 94.5139160156, weight_update_time: 0.1448696256, other_time: 3.2920913696
epoch time: 17.5139923096s, input_fired_time: 0.3380097449, output_fired_time: 0.0000000000, propagate_forward_time: 16.5008754730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6751079559
validation[          , genome  7172] predictions:    9787/  10000 (97.87%), best:    9819/10000 (98.19%), error:       693.22766, best error:       589.40387 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 172.9110565186s, input_fired_time: 2.6320781708, output_fired_time: 1.7660573721, propagate_forward_time: 68.7207794189, propagate_backward_time: 96.3718414307, weight_update_time: 0.1475130171, other_time: 3.4203033447
epoch time: 16.4559612274s, input_fired_time: 0.3214157820, output_fired_time: 0.0000000000, propagate_forward_time: 15.4805335999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6540126801
validation[          , genome  7172] predictions:    9783/  10000 (97.83%), best:    9819/10000 (98.19%), error:       730.85913, best error:       589.40387 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 169.6367340088s, input_fired_time: 2.6106541157, output_fired_time: 1.7366400957, propagate_forward_time: 67.2138671875, propagate_backward_time: 94.7140731812, weight_update_time: 0.1437642425, other_time: 3.3615036011
epoch time: 15.9024515152s, input_fired_time: 0.3172766864, output_fired_time: 0.0000000000, propagate_forward_time: 14.9466543198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6385202408
validation[          , genome  7172] predictions:    9795/  10000 (97.95%), best:    9819/10000 (98.19%), error:       712.68457, best error:       589.40387 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 183.8616333008s, input_fired_time: 2.7495574951, output_fired_time: 1.8652923107, propagate_forward_time: 73.5009155273, propagate_backward_time: 102.2187194824, weight_update_time: 0.1547326148, other_time: 3.5271453857
epoch time: 15.3013076782s, input_fired_time: 0.3007468879, output_fired_time: 0.0000000000, propagate_forward_time: 14.3757581711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6248025894
validation[          , genome  7172] predictions:    9740/  10000 (97.40%), best:    9819/10000 (98.19%), error:       915.05774, best error:       589.40387 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 173.8474731445s, input_fired_time: 2.6378428936, output_fired_time: 1.7756823301, propagate_forward_time: 69.1569976807, propagate_backward_time: 96.8957061768, weight_update_time: 0.1475846916, other_time: 3.3812408447
epoch time: 16.6977214813s, input_fired_time: 0.3251445889, output_fired_time: 0.0000000000, propagate_forward_time: 15.7198143005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6527633667
validation[          , genome  7172] predictions:    9795/  10000 (97.95%), best:    9819/10000 (98.19%), error:       711.74512, best error:       589.40387 on epoch:    78, 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: 69.6302795410s, input_fired_time: 1.4336467981, output_fired_time: 0.0000000000, propagate_forward_time: 65.2301254272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9665069580
best training[          , genome  7172] predictions:   49860/  50000 (99.72%), best:    9819/10000 (98.19%), error:       747.12823, best error:       589.40387 on epoch:    78, 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: 15.9177207947s, input_fired_time: 0.3144997358, output_fired_time: 0.0000000000, propagate_forward_time: 14.9481821060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6550388336
   testing[          , genome  7172] predictions:    9852/  10000 (98.52%), best:    9819/10000 (98.19%), error:       499.63992, best error:       589.40387 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:53:40 (37381): called boinc_finish(0)

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