Nameexact_genome_1508499903_21_14172_1
Workunit2261219
Created23 Oct 2017, 18:43:50 UTC
Sent23 Oct 2017, 18:58:16 UTC
Report deadline6 Dec 2017, 16:09:20 UTC
Received26 Oct 2017, 17:06:20 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time21 hours 20 min 24 sec
CPU time21 hours 20 min 11 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.92 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size173.40 MB
Peak swap size171.87 MB
Peak disk usage5.44 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
, weight_decay: 0.0002438374

epoch time: 701.3859863281s, input_fired_time: 9.3206329346, output_fired_time: 8.8146133423, propagate_forward_time: 263.7185668945, propagate_backward_time: 410.4883728027, weight_update_time: 0.7168975472, other_time: 9.0437927246
epoch time: 55.1160202026s, input_fired_time: 1.1338229179, output_fired_time: 0.0000000000, propagate_forward_time: 52.3354415894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6467552185
validation[          , genome 14172] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       440.62189, best error:       440.62189 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 704.8320922852s, input_fired_time: 9.3543624878, output_fired_time: 8.8614635468, propagate_forward_time: 264.9044189453, propagate_backward_time: 412.6375122070, weight_update_time: 0.7216482162, other_time: 9.0743408203
epoch time: 55.3649291992s, input_fired_time: 1.1159207821, output_fired_time: 0.0000000000, propagate_forward_time: 52.6895065308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5595016479
validation[          , genome 14172] predictions:    9848/  10000 (98.48%), best:    9866/10000 (98.66%), error:       458.24335, best error:       440.62189 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 702.4979858398s, input_fired_time: 9.2712888718, output_fired_time: 8.8240795135, propagate_forward_time: 264.0947265625, propagate_backward_time: 411.4180603027, weight_update_time: 0.7161206603, other_time: 8.8898010254
epoch time: 55.8201522827s, input_fired_time: 1.1407450438, output_fired_time: 0.0000000000, propagate_forward_time: 53.0436439514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6357650757
validation[          , genome 14172] predictions:    9839/  10000 (98.39%), best:    9866/10000 (98.66%), error:       526.78912, best error:       440.62189 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 701.8749389648s, input_fired_time: 9.3993625641, output_fired_time: 8.8248758316, propagate_forward_time: 263.6894226074, propagate_backward_time: 410.8055419922, weight_update_time: 0.7241737247, other_time: 9.1557312012
epoch time: 55.2958145142s, input_fired_time: 1.1259025335, output_fired_time: 0.0000000000, propagate_forward_time: 52.6059799194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5639305115
validation[          , genome 14172] predictions:    9853/  10000 (98.53%), best:    9866/10000 (98.66%), error:       452.02151, best error:       440.62189 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 704.0716552734s, input_fired_time: 9.3704662323, output_fired_time: 8.8534317017, propagate_forward_time: 264.5092468262, propagate_backward_time: 412.2747802734, weight_update_time: 0.7198539972, other_time: 9.0636901855
epoch time: 55.8187179565s, input_fired_time: 1.1431097984, output_fired_time: 0.0000000000, propagate_forward_time: 53.0381088257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6375007629
validation[          , genome 14172] predictions:    9839/  10000 (98.39%), best:    9866/10000 (98.66%), error:       513.16656, best error:       440.62189 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 703.7088623047s, input_fired_time: 9.3276023865, output_fired_time: 8.8481721878, propagate_forward_time: 264.4532165527, propagate_backward_time: 412.0946044922, weight_update_time: 0.7181490064, other_time: 8.9853210449
epoch time: 55.2056198120s, input_fired_time: 1.1363397837, output_fired_time: 0.0000000000, propagate_forward_time: 52.4286575317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6406211853
validation[          , genome 14172] predictions:    9841/  10000 (98.41%), best:    9866/10000 (98.66%), error:       491.61606, best error:       440.62189 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 704.2918090820s, input_fired_time: 9.3836278915, output_fired_time: 8.8478746414, propagate_forward_time: 264.6001281738, propagate_backward_time: 412.3385925293, weight_update_time: 0.7263882756, other_time: 9.1215820313
epoch time: 55.7166824341s, input_fired_time: 1.1482380629, output_fired_time: 0.0000000000, propagate_forward_time: 52.9339065552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6345367432
validation[          , genome 14172] predictions:    9873/  10000 (98.73%), best:    9866/10000 (98.66%), error:       442.63666, best error:       440.62189 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 702.8937988281s, input_fired_time: 9.3530111313, output_fired_time: 8.8307952881, propagate_forward_time: 264.2761535645, propagate_backward_time: 411.4085083008, weight_update_time: 0.7196134329, other_time: 9.0252990723
epoch time: 55.8962097168s, input_fired_time: 1.1278332472, output_fired_time: 0.0000000000, propagate_forward_time: 53.2085571289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5598182678
validation[          , genome 14172] predictions:    9836/  10000 (98.36%), best:    9866/10000 (98.66%), error:       488.92859, best error:       440.62189 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 704.0331420898s, input_fired_time: 9.3708419800, output_fired_time: 8.8487806320, propagate_forward_time: 264.5467224121, propagate_backward_time: 412.2315368652, weight_update_time: 0.7205038071, other_time: 9.0352783203
epoch time: 55.5381088257s, input_fired_time: 1.1415121555, output_fired_time: 0.0000000000, propagate_forward_time: 52.7595901489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6370048523
validation[          , genome 14172] predictions:    9817/  10000 (98.17%), best:    9866/10000 (98.66%), error:       604.46387, best error:       440.62189 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 703.9649047852s, input_fired_time: 9.3796825409, output_fired_time: 8.8418388367, propagate_forward_time: 264.6282043457, propagate_backward_time: 412.0264587402, weight_update_time: 0.7234710455, other_time: 9.0886840820
epoch time: 55.7984123230s, input_fired_time: 1.1395915747, output_fired_time: 0.0000000000, propagate_forward_time: 53.0206069946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6382141113
validation[          , genome 14172] predictions:    9848/  10000 (98.48%), best:    9866/10000 (98.66%), error:       480.27533, best error:       440.62189 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 703.8919677734s, input_fired_time: 9.3977317810, output_fired_time: 8.8496484756, propagate_forward_time: 264.3331298828, propagate_backward_time: 412.1803894043, weight_update_time: 0.7273502946, other_time: 9.1310729980
epoch time: 55.7538719177s, input_fired_time: 1.1494921446, output_fired_time: 0.0000000000, propagate_forward_time: 52.9692230225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6351585388
validation[          , genome 14172] predictions:    9806/  10000 (98.06%), best:    9866/10000 (98.66%), error:       600.26636, best error:       440.62189 on epoch:    15, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 704.4844360352s, input_fired_time: 9.3914279938, output_fired_time: 8.8527355194, propagate_forward_time: 264.7548828125, propagate_backward_time: 412.4671936035, weight_update_time: 0.7183915973, other_time: 9.0182189941
epoch time: 55.9943695068s, input_fired_time: 1.1484014988, output_fired_time: 0.0000000000, propagate_forward_time: 53.2090415955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6369247437
validation[          , genome 14172] predictions:    9847/  10000 (98.47%), best:    9866/10000 (98.66%), error:       473.22003, best error:       440.62189 on epoch:    15, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 702.7224121094s, input_fired_time: 9.2913427353, output_fired_time: 8.8289279938, propagate_forward_time: 264.2400207520, propagate_backward_time: 411.4998474121, weight_update_time: 0.7135757804, other_time: 8.8623046875
epoch time: 55.6233367920s, input_fired_time: 1.1504576206, output_fired_time: 0.0000000000, propagate_forward_time: 52.8323745728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6405029297
validation[          , genome 14172] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       409.17288, best error:       409.17288 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 703.3798828125s, input_fired_time: 9.2369852066, output_fired_time: 8.8426656723, propagate_forward_time: 264.5274353027, propagate_backward_time: 412.0747985840, weight_update_time: 0.7069801688, other_time: 8.6979980469
epoch time: 55.6550025940s, input_fired_time: 1.1338574886, output_fired_time: 0.0000000000, propagate_forward_time: 52.9716072083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5495376587
validation[          , genome 14172] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       390.84961, best error:       390.84961 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 702.9409790039s, input_fired_time: 9.2452211380, output_fired_time: 8.8181886673, propagate_forward_time: 264.5425109863, propagate_backward_time: 411.6390686035, weight_update_time: 0.7099788189, other_time: 8.6959838867
epoch time: 55.6789588928s, input_fired_time: 1.1416947842, output_fired_time: 0.0000000000, propagate_forward_time: 52.9808692932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5563964844
validation[          , genome 14172] predictions:    9850/  10000 (98.50%), best:    9871/10000 (98.71%), error:       488.16629, best error:       390.84961 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 705.0980834961s, input_fired_time: 9.4377145767, output_fired_time: 8.8564529419, propagate_forward_time: 264.8160705566, propagate_backward_time: 412.7680664063, weight_update_time: 0.7252286077, other_time: 9.2197570801
epoch time: 55.5828514099s, input_fired_time: 1.1522133350, output_fired_time: 0.0000000000, propagate_forward_time: 52.7946929932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6359443665
validation[          , genome 14172] predictions:    9870/  10000 (98.70%), best:    9871/10000 (98.71%), error:       414.83957, best error:       390.84961 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 705.6089477539s, input_fired_time: 9.4793500900, output_fired_time: 8.8628997803, propagate_forward_time: 265.3830871582, propagate_backward_time: 412.7000122070, weight_update_time: 0.7275500894, other_time: 9.1835632324
epoch time: 55.8327064514s, input_fired_time: 1.1473762989, output_fired_time: 0.0000000000, propagate_forward_time: 53.0559005737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6294288635
validation[          , genome 14172] predictions:    9876/  10000 (98.76%), best:    9871/10000 (98.71%), error:       406.54352, best error:       390.84961 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 704.9116821289s, input_fired_time: 9.3961534500, output_fired_time: 8.8547925949, propagate_forward_time: 264.7381896973, propagate_backward_time: 412.9151000977, weight_update_time: 0.7191874385, other_time: 9.0074157715
epoch time: 55.8241157532s, input_fired_time: 1.1506432295, output_fired_time: 0.0000000000, propagate_forward_time: 53.0385055542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6349678040
validation[          , genome 14172] predictions:    9889/  10000 (98.89%), best:    9871/10000 (98.71%), error:       402.17352, best error:       390.84961 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 704.4866333008s, input_fired_time: 9.4330692291, output_fired_time: 8.8559646606, propagate_forward_time: 264.8028564453, propagate_backward_time: 412.2687072754, weight_update_time: 0.7214790583, other_time: 9.1260681152
epoch time: 56.0429801941s, input_fired_time: 1.1796970367, output_fired_time: 0.0000000000, propagate_forward_time: 53.2175331116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6457481384
validation[          , genome 14172] predictions:    9843/  10000 (98.43%), best:    9871/10000 (98.71%), error:       468.70023, best error:       390.84961 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 704.6049804688s, input_fired_time: 9.4051475525, output_fired_time: 8.8591432571, propagate_forward_time: 264.7600708008, propagate_backward_time: 412.5743103027, weight_update_time: 0.7190973759, other_time: 9.0063171387
epoch time: 55.6865386963s, input_fired_time: 1.1387248039, output_fired_time: 0.0000000000, propagate_forward_time: 52.9980125427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5498008728
validation[          , genome 14172] predictions:    9865/  10000 (98.65%), best:    9871/10000 (98.71%), error:       428.96637, best error:       390.84961 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 702.6225585938s, input_fired_time: 9.4001550674, output_fired_time: 8.8267869949, propagate_forward_time: 264.2043457031, propagate_backward_time: 411.1679687500, weight_update_time: 0.7205513120, other_time: 9.0233154297
epoch time: 55.5298042297s, input_fired_time: 1.1555857658, output_fired_time: 0.0000000000, propagate_forward_time: 52.7406921387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6335258484
validation[          , genome 14172] predictions:    9827/  10000 (98.27%), best:    9871/10000 (98.71%), error:       543.67413, best error:       390.84961 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 706.0783081055s, input_fired_time: 9.4606189728, output_fired_time: 8.8887052536, propagate_forward_time: 265.2200317383, propagate_backward_time: 413.3872985840, weight_update_time: 0.7261977196, other_time: 9.1216125488
epoch time: 55.8102569580s, input_fired_time: 1.1592010260, output_fired_time: 0.0000000000, propagate_forward_time: 53.0132255554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6378288269
validation[          , genome 14172] predictions:    9852/  10000 (98.52%), best:    9871/10000 (98.71%), error:       427.72592, best error:       390.84961 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 701.7277221680s, input_fired_time: 9.2718839645, output_fired_time: 8.8160066605, propagate_forward_time: 264.0797424316, propagate_backward_time: 410.8198852539, weight_update_time: 0.7051090598, other_time: 8.7402038574
epoch time: 55.5169219971s, input_fired_time: 1.1309380531, output_fired_time: 0.0000000000, propagate_forward_time: 52.8285446167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5574378967
validation[          , genome 14172] predictions:    9863/  10000 (98.63%), best:    9871/10000 (98.71%), error:       453.71246, best error:       390.84961 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 701.0905151367s, input_fired_time: 9.3367328644, output_fired_time: 8.8175096512, propagate_forward_time: 263.6248779297, propagate_backward_time: 410.4299316406, weight_update_time: 0.7116202712, other_time: 8.8814697266
epoch time: 55.6119613647s, input_fired_time: 1.1316958666, output_fired_time: 0.0000000000, propagate_forward_time: 52.9205284119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5597381592
validation[          , genome 14172] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       388.06372, best error:       388.06372 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 703.9637451172s, input_fired_time: 9.3439397812, output_fired_time: 8.8439750671, propagate_forward_time: 264.7514953613, propagate_backward_time: 412.1564331055, weight_update_time: 0.7144675255, other_time: 8.8678894043
epoch time: 55.8388519287s, input_fired_time: 1.1596769094, output_fired_time: 0.0000000000, propagate_forward_time: 53.0460853577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6330909729
validation[          , genome 14172] predictions:    9869/  10000 (98.69%), best:    9866/10000 (98.66%), error:       431.86670, best error:       388.06372 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 700.9094238281s, input_fired_time: 9.2989559174, output_fired_time: 8.8023567200, propagate_forward_time: 263.5612792969, propagate_backward_time: 410.4772033691, weight_update_time: 0.7060645223, other_time: 8.7696228027
epoch time: 55.4378013611s, input_fired_time: 1.1526736021, output_fired_time: 0.0000000000, propagate_forward_time: 52.6737098694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6114196777
validation[          , genome 14172] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       371.70618, best error:       371.70618 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 702.4690551758s, input_fired_time: 9.3004655838, output_fired_time: 8.8355255127, propagate_forward_time: 264.2430419922, propagate_backward_time: 411.3829650879, weight_update_time: 0.7095279098, other_time: 8.7070617676
epoch time: 55.2371444702s, input_fired_time: 1.1337236166, output_fired_time: 0.0000000000, propagate_forward_time: 52.5372734070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5661468506
validation[          , genome 14172] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       357.40875, best error:       357.40875 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 704.5162963867s, input_fired_time: 9.2821283340, output_fired_time: 8.8361558914, propagate_forward_time: 265.0915527344, propagate_backward_time: 412.6013183594, weight_update_time: 0.7076851130, other_time: 8.7051391602
epoch time: 55.7025871277s, input_fired_time: 1.1439357996, output_fired_time: 0.0000000000, propagate_forward_time: 53.0092163086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5494346619
validation[          , genome 14172] predictions:    9878/  10000 (98.78%), best:    9885/10000 (98.85%), error:       386.70016, best error:       357.40875 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 700.8944091797s, input_fired_time: 9.4492568970, output_fired_time: 8.8028488159, propagate_forward_time: 263.3713684082, propagate_backward_time: 410.1523742676, weight_update_time: 0.7232335210, other_time: 9.1185302734
epoch time: 55.5522422791s, input_fired_time: 1.1321531534, output_fired_time: 0.0000000000, propagate_forward_time: 52.8621940613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5578956604
validation[          , genome 14172] predictions:    9861/  10000 (98.61%), best:    9885/10000 (98.85%), error:       417.19226, best error:       357.40875 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 700.5512084961s, input_fired_time: 9.2703380585, output_fired_time: 8.8011283875, propagate_forward_time: 263.4883422852, propagate_backward_time: 410.3142395020, weight_update_time: 0.7061759830, other_time: 8.6771545410
epoch time: 55.3815383911s, input_fired_time: 1.1402103901, output_fired_time: 0.0000000000, propagate_forward_time: 52.6863937378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5549354553
validation[          , genome 14172] predictions:    9872/  10000 (98.72%), best:    9885/10000 (98.85%), error:       398.65396, best error:       357.40875 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 700.3977661133s, input_fired_time: 9.4471845627, output_fired_time: 8.7878789902, propagate_forward_time: 263.3235473633, propagate_backward_time: 409.7040100098, weight_update_time: 0.7235048413, other_time: 9.1351013184
epoch time: 55.1608200073s, input_fired_time: 1.1506681442, output_fired_time: 0.0000000000, propagate_forward_time: 52.3668403625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6433105469
validation[          , genome 14172] predictions:    9887/  10000 (98.87%), best:    9885/10000 (98.85%), error:       372.19342, best error:       357.40875 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 703.7036132813s, input_fired_time: 9.3801498413, output_fired_time: 8.8540143967, propagate_forward_time: 264.4325256348, propagate_backward_time: 412.1460571289, weight_update_time: 0.7150913477, other_time: 8.8908996582
epoch time: 55.6283645630s, input_fired_time: 1.1338182688, output_fired_time: 0.0000000000, propagate_forward_time: 52.9420661926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5524787903
validation[          , genome 14172] predictions:    9855/  10000 (98.55%), best:    9885/10000 (98.85%), error:       513.79639, best error:       357.40875 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 702.1641235352s, input_fired_time: 9.3013038635, output_fired_time: 8.8294534683, propagate_forward_time: 264.0371093750, propagate_backward_time: 411.2915649414, weight_update_time: 0.7088248134, other_time: 8.7046508789
epoch time: 55.6938934326s, input_fired_time: 1.1462569237, output_fired_time: 0.0000000000, propagate_forward_time: 52.9869766235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5606613159
validation[          , genome 14172] predictions:    9890/  10000 (98.90%), best:    9885/10000 (98.85%), error:       364.22562, best error:       357.40875 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 703.2960815430s, input_fired_time: 9.4339017868, output_fired_time: 8.8321113586, propagate_forward_time: 264.2286071777, propagate_backward_time: 411.7620544434, weight_update_time: 0.7209278345, other_time: 9.0394287109
epoch time: 55.9820098877s, input_fired_time: 1.1715936661, output_fired_time: 0.0000000000, propagate_forward_time: 53.1616363525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6487808228
validation[          , genome 14172] predictions:    9865/  10000 (98.65%), best:    9885/10000 (98.85%), error:       402.26135, best error:       357.40875 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 700.9753417969s, input_fired_time: 9.3280801773, output_fired_time: 8.8185405731, propagate_forward_time: 263.3727111816, propagate_backward_time: 410.6517639160, weight_update_time: 0.7112232447, other_time: 8.8042602539
epoch time: 55.4683761597s, input_fired_time: 1.1622346640, output_fired_time: 0.0000000000, propagate_forward_time: 52.6670532227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6390876770
validation[          , genome 14172] predictions:    9866/  10000 (98.66%), best:    9885/10000 (98.85%), error:       431.89825, best error:       357.40875 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 700.1327514648s, input_fired_time: 9.3366374969, output_fired_time: 8.7865419388, propagate_forward_time: 263.3610534668, propagate_backward_time: 409.8199768066, weight_update_time: 0.7098821998, other_time: 8.8285522461
epoch time: 55.5098304749s, input_fired_time: 1.1615411043, output_fired_time: 0.0000000000, propagate_forward_time: 52.7161827087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6321067810
validation[          , genome 14172] predictions:    9862/  10000 (98.62%), best:    9885/10000 (98.85%), error:       450.43060, best error:       357.40875 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 702.5123291016s, input_fired_time: 9.3426027298, output_fired_time: 8.8133840561, propagate_forward_time: 264.0957641602, propagate_backward_time: 411.4716186523, weight_update_time: 0.7106618285, other_time: 8.7890014648
epoch time: 54.8671569824s, input_fired_time: 1.1505389214, output_fired_time: 0.0000000000, propagate_forward_time: 52.1077194214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6088981628
validation[          , genome 14172] predictions:    9855/  10000 (98.55%), best:    9885/10000 (98.85%), error:       404.37671, best error:       357.40875 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 702.5254516602s, input_fired_time: 9.4489755630, output_fired_time: 8.8096294403, propagate_forward_time: 264.1965332031, propagate_backward_time: 410.9908142090, weight_update_time: 0.7214020491, other_time: 9.0794982910
epoch time: 55.5624923706s, input_fired_time: 1.1512697935, output_fired_time: 0.0000000000, propagate_forward_time: 52.7823371887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6288871765
validation[          , genome 14172] predictions:    9870/  10000 (98.70%), best:    9885/10000 (98.85%), error:       393.26700, best error:       357.40875 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 699.9116210938s, input_fired_time: 9.3630456924, output_fired_time: 8.7870244980, propagate_forward_time: 263.0048828125, propagate_backward_time: 409.8818969727, weight_update_time: 0.7146031857, other_time: 8.8747558594
epoch time: 55.6857337952s, input_fired_time: 1.1462140083, output_fired_time: 0.0000000000, propagate_forward_time: 52.9865760803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5529441833
validation[          , genome 14172] predictions:    9871/  10000 (98.71%), best:    9885/10000 (98.85%), error:       399.54257, best error:       357.40875 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 702.9246215820s, input_fired_time: 9.4436950684, output_fired_time: 8.8299922943, propagate_forward_time: 264.2272949219, propagate_backward_time: 411.3880310059, weight_update_time: 0.7222744823, other_time: 9.0356140137
epoch time: 55.7946586609s, input_fired_time: 1.1611921787, output_fired_time: 0.0000000000, propagate_forward_time: 52.9965209961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6369438171
validation[          , genome 14172] predictions:    9880/  10000 (98.80%), best:    9885/10000 (98.85%), error:       380.90543, best error:       357.40875 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 701.7652587891s, input_fired_time: 9.4546508789, output_fired_time: 8.8175582886, propagate_forward_time: 263.7452697754, propagate_backward_time: 410.7012634277, weight_update_time: 0.7186258435, other_time: 9.0465087891
epoch time: 55.9571723938s, input_fired_time: 1.1652514935, output_fired_time: 0.0000000000, propagate_forward_time: 53.1590003967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6329193115
validation[          , genome 14172] predictions:    9884/  10000 (98.84%), best:    9885/10000 (98.85%), error:       375.55435, best error:       357.40875 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 701.0893554688s, input_fired_time: 9.3397541046, output_fired_time: 8.8101482391, propagate_forward_time: 263.7305908203, propagate_backward_time: 410.4271545410, weight_update_time: 0.7092891932, other_time: 8.7817077637
epoch time: 55.4366340637s, input_fired_time: 1.1436079741, output_fired_time: 0.0000000000, propagate_forward_time: 52.7395935059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5534324646
validation[          , genome 14172] predictions:    9875/  10000 (98.75%), best:    9885/10000 (98.85%), error:       377.77368, best error:       357.40875 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 702.5148925781s, input_fired_time: 9.3311891556, output_fired_time: 8.8294048309, propagate_forward_time: 264.1371765137, propagate_backward_time: 411.4959106445, weight_update_time: 0.7088865042, other_time: 8.7212219238
epoch time: 55.7178764343s, input_fired_time: 1.1442788839, output_fired_time: 0.0000000000, propagate_forward_time: 53.0152587891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5583381653
validation[          , genome 14172] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       330.16907, best error:       330.16907 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 702.6972656250s, input_fired_time: 9.3927383423, output_fired_time: 8.8312129974, propagate_forward_time: 264.1497192383, propagate_backward_time: 411.4044799805, weight_update_time: 0.7210112214, other_time: 8.9190673828
epoch time: 55.5574150085s, input_fired_time: 1.1386404037, output_fired_time: 0.0000000000, propagate_forward_time: 52.8627395630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5560340881
validation[          , genome 14172] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       350.18723, best error:       330.16907 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 700.4510498047s, input_fired_time: 9.3940973282, output_fired_time: 8.7930040359, propagate_forward_time: 263.4340515137, propagate_backward_time: 409.9326171875, weight_update_time: 0.7123399377, other_time: 8.8972473145
epoch time: 55.4705619812s, input_fired_time: 1.1627587080, output_fired_time: 0.0000000000, propagate_forward_time: 52.6695480347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6382560730
validation[          , genome 14172] predictions:    9884/  10000 (98.84%), best:    9891/10000 (98.91%), error:       357.44083, best error:       330.16907 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 698.6926879883s, input_fired_time: 9.4545021057, output_fired_time: 8.7934818268, propagate_forward_time: 262.6372375488, propagate_backward_time: 408.7093811035, weight_update_time: 0.7211834192, other_time: 9.0980834961
epoch time: 55.4404869080s, input_fired_time: 1.1622292995, output_fired_time: 0.0000000000, propagate_forward_time: 52.6387634277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6394958496
validation[          , genome 14172] predictions:    9896/  10000 (98.96%), best:    9891/10000 (98.91%), error:       353.01968, best error:       330.16907 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 699.9296875000s, input_fired_time: 9.4909086227, output_fired_time: 8.7795133591, propagate_forward_time: 263.1214904785, propagate_backward_time: 409.3855895996, weight_update_time: 0.7197996378, other_time: 9.1521606445
epoch time: 55.4214744568s, input_fired_time: 1.1570771933, output_fired_time: 0.0000000000, propagate_forward_time: 52.6252708435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6391258240
validation[          , genome 14172] predictions:    9881/  10000 (98.81%), best:    9891/10000 (98.91%), error:       383.07544, best error:       330.16907 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 699.8128051758s, input_fired_time: 9.3341760635, output_fired_time: 8.7979793549, propagate_forward_time: 263.3071899414, propagate_backward_time: 409.6052551270, weight_update_time: 0.7047418356, other_time: 8.7682189941
epoch time: 55.5052871704s, input_fired_time: 1.1473942995, output_fired_time: 0.0000000000, propagate_forward_time: 52.8177413940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5401496887
validation[          , genome 14172] predictions:    9892/  10000 (98.92%), best:    9891/10000 (98.91%), error:       350.23590, best error:       330.16907 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 700.5097045898s, input_fired_time: 9.3010692596, output_fired_time: 8.8128795624, propagate_forward_time: 263.3011474609, propagate_backward_time: 410.4063415527, weight_update_time: 0.7061908245, other_time: 8.6882629395
epoch time: 55.7232933044s, input_fired_time: 1.1457303762, output_fired_time: 0.0000000000, propagate_forward_time: 53.0173606873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5602035522
validation[          , genome 14172] predictions:    9900/  10000 (99.00%), best:    9891/10000 (98.91%), error:       340.28314, best error:       330.16907 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 702.9605102539s, input_fired_time: 9.4813594818, output_fired_time: 8.8378953934, propagate_forward_time: 264.1947631836, propagate_backward_time: 411.3359680176, weight_update_time: 0.7233097553, other_time: 9.1105041504
epoch time: 55.8723526001s, input_fired_time: 1.1625453234, output_fired_time: 0.0000000000, propagate_forward_time: 53.0757141113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6340942383
validation[          , genome 14172] predictions:    9889/  10000 (98.89%), best:    9891/10000 (98.91%), error:       345.37827, best error:       330.16907 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 700.2461547852s, input_fired_time: 9.4427194595, output_fired_time: 8.8190994263, propagate_forward_time: 262.9151611328, propagate_backward_time: 410.1448669434, weight_update_time: 0.7170739174, other_time: 8.9242858887
epoch time: 55.7387657166s, input_fired_time: 1.1490453482, output_fired_time: 0.0000000000, propagate_forward_time: 53.0388412476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5508804321
validation[          , genome 14172] predictions:    9896/  10000 (98.96%), best:    9891/10000 (98.91%), error:       337.83896, best error:       330.16907 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 702.6536865234s, input_fired_time: 9.4686756134, output_fired_time: 8.8367605209, propagate_forward_time: 264.1448669434, propagate_backward_time: 411.1899414063, weight_update_time: 0.7201993465, other_time: 9.0134582520
epoch time: 55.6460952759s, input_fired_time: 1.1652429104, output_fired_time: 0.0000000000, propagate_forward_time: 52.8496170044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6312370300
validation[          , genome 14172] predictions:    9887/  10000 (98.87%), best:    9891/10000 (98.91%), error:       353.60089, best error:       330.16907 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 699.3216552734s, input_fired_time: 9.3709182739, output_fired_time: 8.8016252518, propagate_forward_time: 262.6938476563, propagate_backward_time: 409.5849304199, weight_update_time: 0.7145779729, other_time: 8.8703308105
epoch time: 55.3470497131s, input_fired_time: 1.1464638710, output_fired_time: 0.0000000000, propagate_forward_time: 52.6464500427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5541343689
validation[          , genome 14172] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       327.99374, best error:       327.99374 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 700.9835205078s, input_fired_time: 9.4433479309, output_fired_time: 8.8239994049, propagate_forward_time: 263.5858764648, propagate_backward_time: 410.0856018066, weight_update_time: 0.7190043926, other_time: 9.0447082520
epoch time: 55.3487586975s, input_fired_time: 1.1466307640, output_fired_time: 0.0000000000, propagate_forward_time: 52.6478576660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5542716980
validation[          , genome 14172] predictions:    9892/  10000 (98.92%), best:    9909/10000 (99.09%), error:       331.64499, best error:       327.99374 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 702.2059936523s, input_fired_time: 9.3742771149, output_fired_time: 8.8199920654, propagate_forward_time: 264.0057067871, propagate_backward_time: 411.1592712402, weight_update_time: 0.7126317620, other_time: 8.8467407227
epoch time: 55.2607040405s, input_fired_time: 1.1494656801, output_fired_time: 0.0000000000, propagate_forward_time: 52.5532455444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5579910278
validation[          , genome 14172] predictions:    9884/  10000 (98.84%), best:    9909/10000 (99.09%), error:       375.72305, best error:       327.99374 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 702.4544677734s, input_fired_time: 9.4405918121, output_fired_time: 8.8187656403, propagate_forward_time: 263.9103393555, propagate_backward_time: 411.3144531250, weight_update_time: 0.7181181312, other_time: 8.9702758789
epoch time: 55.5248336792s, input_fired_time: 1.1436579227, output_fired_time: 0.0000000000, propagate_forward_time: 52.8297805786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5513954163
validation[          , genome 14172] predictions:    9893/  10000 (98.93%), best:    9909/10000 (99.09%), error:       348.94269, best error:       327.99374 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 700.2015380859s, input_fired_time: 9.3584747314, output_fired_time: 8.7784709930, propagate_forward_time: 263.2534790039, propagate_backward_time: 410.0196228027, weight_update_time: 0.7071318626, other_time: 8.7915344238
epoch time: 55.4015541077s, input_fired_time: 1.1451185942, output_fired_time: 0.0000000000, propagate_forward_time: 52.7018623352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5545730591
validation[          , genome 14172] predictions:    9888/  10000 (98.88%), best:    9909/10000 (99.09%), error:       352.30658, best error:       327.99374 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 702.6990966797s, input_fired_time: 9.4348449707, output_fired_time: 8.8202743530, propagate_forward_time: 264.2575378418, propagate_backward_time: 411.2825622559, weight_update_time: 0.7142070532, other_time: 8.9039306641
epoch time: 55.5780754089s, input_fired_time: 1.1430778503, output_fired_time: 0.0000000000, propagate_forward_time: 52.8794708252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5555267334
validation[          , genome 14172] predictions:    9899/  10000 (98.99%), best:    9909/10000 (99.09%), error:       346.76639, best error:       327.99374 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 700.7691040039s, input_fired_time: 9.4584751129, output_fired_time: 8.7976455688, propagate_forward_time: 263.5021057129, propagate_backward_time: 409.9673156738, weight_update_time: 0.7191304564, other_time: 9.0435180664
epoch time: 55.2519569397s, input_fired_time: 1.1477385759, output_fired_time: 0.0000000000, propagate_forward_time: 52.5457153320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5585021973
validation[          , genome 14172] predictions:    9897/  10000 (98.97%), best:    9909/10000 (99.09%), error:       344.53900, best error:       327.99374 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 698.2285156250s, input_fired_time: 9.3056917191, output_fired_time: 8.7544193268, propagate_forward_time: 262.4272155762, propagate_backward_time: 409.0458984375, weight_update_time: 0.7036807537, other_time: 8.6953430176
epoch time: 53.8617248535s, input_fired_time: 1.1386069059, output_fired_time: 0.0000000000, propagate_forward_time: 51.1207656860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6023521423
validation[          , genome 14172] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       309.91068, best error:       309.91068 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 699.1511230469s, input_fired_time: 9.4538955688, output_fired_time: 8.7936859131, propagate_forward_time: 262.7092590332, propagate_backward_time: 409.1504821777, weight_update_time: 0.7169888616, other_time: 9.0437622070
epoch time: 55.4867401123s, input_fired_time: 1.1702069044, output_fired_time: 0.0000000000, propagate_forward_time: 52.6779632568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6385688782
validation[          , genome 14172] predictions:    9902/  10000 (99.02%), best:    9899/10000 (98.99%), error:       321.73682, best error:       309.91068 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 702.5269165039s, input_fired_time: 9.4630870819, output_fired_time: 8.8150167465, propagate_forward_time: 263.9726562500, propagate_backward_time: 411.2363281250, weight_update_time: 0.7196047306, other_time: 9.0398559570
epoch time: 55.5642471313s, input_fired_time: 1.1444038153, output_fired_time: 0.0000000000, propagate_forward_time: 52.8635406494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5563011169
validation[          , genome 14172] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       305.10992, best error:       305.10992 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 692.2905273438s, input_fired_time: 9.2684545517, output_fired_time: 8.7516374588, propagate_forward_time: 259.9792785645, propagate_backward_time: 405.6618652344, weight_update_time: 0.7046456337, other_time: 8.6293029785
epoch time: 55.8127288818s, input_fired_time: 1.1678662300, output_fired_time: 0.0000000000, propagate_forward_time: 53.0112037659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6336593628
validation[          , genome 14172] predictions:    9895/  10000 (98.95%), best:    9910/10000 (99.10%), error:       310.52823, best error:       305.10992 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 702.7040405273s, input_fired_time: 9.4973239899, output_fired_time: 8.8277177811, propagate_forward_time: 264.1160278320, propagate_backward_time: 411.1840820313, weight_update_time: 0.7180231214, other_time: 9.0789184570
epoch time: 55.7150077820s, input_fired_time: 1.1669870615, output_fired_time: 0.0000000000, propagate_forward_time: 52.9052505493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6427688599
validation[          , genome 14172] predictions:    9889/  10000 (98.89%), best:    9910/10000 (99.10%), error:       351.62299, best error:       305.10992 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 700.6503906250s, input_fired_time: 9.4538679123, output_fired_time: 8.7896337509, propagate_forward_time: 263.1479187012, propagate_backward_time: 410.2066345215, weight_update_time: 0.7227661014, other_time: 9.0523681641
epoch time: 55.6653633118s, input_fired_time: 1.1692409515, output_fired_time: 0.0000000000, propagate_forward_time: 52.8560943604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6400299072
validation[          , genome 14172] predictions:    9902/  10000 (99.02%), best:    9910/10000 (99.10%), error:       306.33597, best error:       305.10992 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 686.9954833984s, input_fired_time: 9.3263597488, output_fired_time: 8.7187614441, propagate_forward_time: 257.3639221191, propagate_backward_time: 402.8426513672, weight_update_time: 0.7090672255, other_time: 8.7438049316
epoch time: 55.5153694153s, input_fired_time: 1.1650245190, output_fired_time: 0.0000000000, propagate_forward_time: 52.7117347717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6386108398
validation[          , genome 14172] predictions:    9901/  10000 (99.01%), best:    9910/10000 (99.10%), error:       315.92392, best error:       305.10992 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 700.8770751953s, input_fired_time: 9.4963712692, output_fired_time: 8.7935256958, propagate_forward_time: 263.4822998047, propagate_backward_time: 409.9836730957, weight_update_time: 0.7223318815, other_time: 9.1211853027
epoch time: 55.8641738892s, input_fired_time: 1.1643546820, output_fired_time: 0.0000000000, propagate_forward_time: 53.0619506836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6378669739
validation[          , genome 14172] predictions:    9905/  10000 (99.05%), best:    9910/10000 (99.10%), error:       321.87292, best error:       305.10992 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 703.9956054688s, input_fired_time: 9.4647006989, output_fired_time: 8.8451623917, propagate_forward_time: 264.7160644531, propagate_backward_time: 412.0385131836, weight_update_time: 0.7178330421, other_time: 8.9311523438
epoch time: 55.4259605408s, input_fired_time: 1.1584310532, output_fired_time: 0.0000000000, propagate_forward_time: 52.6459388733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6215896606
validation[          , genome 14172] predictions:    9904/  10000 (99.04%), best:    9910/10000 (99.10%), error:       330.78683, best error:       305.10992 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 703.3070678711s, input_fired_time: 9.4640407562, output_fired_time: 8.8229837418, propagate_forward_time: 264.3902587891, propagate_backward_time: 411.6290283203, weight_update_time: 0.7201744914, other_time: 9.0007324219
epoch time: 55.5946655273s, input_fired_time: 1.1674225330, output_fired_time: 0.0000000000, propagate_forward_time: 52.7974014282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6298408508
validation[          , genome 14172] predictions:    9893/  10000 (98.93%), best:    9910/10000 (99.10%), error:       321.44983, best error:       305.10992 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 685.1391601563s, input_fired_time: 9.2902336121, output_fired_time: 8.7094640732, propagate_forward_time: 256.7818298340, propagate_backward_time: 401.6175231934, weight_update_time: 0.7101966143, other_time: 8.7401123047
epoch time: 55.5033226013s, input_fired_time: 1.1576982737, output_fired_time: 0.0000000000, propagate_forward_time: 52.7844505310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5611724854
validation[          , genome 14172] predictions:    9895/  10000 (98.95%), best:    9910/10000 (99.10%), error:       310.79886, best error:       305.10992 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 699.2474365234s, input_fired_time: 9.3956995010, output_fired_time: 8.7815914154, propagate_forward_time: 262.6629333496, propagate_backward_time: 409.5735473633, weight_update_time: 0.7130395174, other_time: 8.8336486816
epoch time: 53.7575874329s, input_fired_time: 1.1202379465, output_fired_time: 0.0000000000, propagate_forward_time: 51.1114578247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5258903503
validation[          , genome 14172] predictions:    9902/  10000 (99.02%), best:    9910/10000 (99.10%), error:       320.36441, best error:       305.10992 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 698.6401367188s, input_fired_time: 9.4229249954, output_fired_time: 8.7788057327, propagate_forward_time: 262.6331787109, propagate_backward_time: 408.9407958984, weight_update_time: 0.7110801339, other_time: 8.8644409180
epoch time: 55.2370796204s, input_fired_time: 1.1548711061, output_fired_time: 0.0000000000, propagate_forward_time: 52.5095825195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5726242065
validation[          , genome 14172] predictions:    9893/  10000 (98.93%), best:    9910/10000 (99.10%), error:       330.72885, best error:       305.10992 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 702.6920776367s, input_fired_time: 9.4196310043, output_fired_time: 8.8068094254, propagate_forward_time: 264.0019531250, propagate_backward_time: 411.5712890625, weight_update_time: 0.7149232626, other_time: 8.8923950195
epoch time: 53.2093849182s, input_fired_time: 1.1191111803, output_fired_time: 0.0000000000, propagate_forward_time: 50.5730667114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5172080994
validation[          , genome 14172] predictions:    9900/  10000 (99.00%), best:    9910/10000 (99.10%), error:       326.41592, best error:       305.10992 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 701.7908325195s, input_fired_time: 9.4984273911, output_fired_time: 8.8223876953, propagate_forward_time: 263.5913391113, propagate_backward_time: 410.7803039551, weight_update_time: 0.7213351727, other_time: 9.0983886719
epoch time: 55.6090316772s, input_fired_time: 1.1697474718, output_fired_time: 0.0000000000, propagate_forward_time: 52.8079643250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6313209534
validation[          , genome 14172] predictions:    9897/  10000 (98.97%), best:    9910/10000 (99.10%), error:       321.87503, best error:       305.10992 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 697.2650146484s, input_fired_time: 9.3999156952, output_fired_time: 8.7963409424, propagate_forward_time: 261.5229492188, propagate_backward_time: 408.6574707031, weight_update_time: 0.7150008678, other_time: 8.8883666992
epoch time: 54.0595436096s, input_fired_time: 1.1222183704, output_fired_time: 0.0000000000, propagate_forward_time: 51.4236412048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5136833191
validation[          , genome 14172] predictions:    9906/  10000 (99.06%), best:    9910/10000 (99.10%), error:       336.71805, best error:       305.10992 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 700.3693237305s, input_fired_time: 9.4905338287, output_fired_time: 8.8102531433, propagate_forward_time: 262.7422485352, propagate_backward_time: 410.2452392578, weight_update_time: 0.7222777009, other_time: 9.0810546875
epoch time: 55.7404518127s, input_fired_time: 1.1658526659, output_fired_time: 0.0000000000, propagate_forward_time: 52.9387512207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6358489990
validation[          , genome 14172] predictions:    9898/  10000 (98.98%), best:    9910/10000 (99.10%), error:       317.48206, best error:       305.10992 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 702.8305053711s, input_fired_time: 9.5203189850, output_fired_time: 8.8489189148, propagate_forward_time: 263.9675598145, propagate_backward_time: 411.4179687500, weight_update_time: 0.7214328051, other_time: 9.0757141113
epoch time: 55.3317260742s, input_fired_time: 1.1722314358, output_fired_time: 0.0000000000, propagate_forward_time: 52.5243453979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6351509094
validation[          , genome 14172] predictions:    9900/  10000 (99.00%), best:    9910/10000 (99.10%), error:       307.87662, best error:       305.10992 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 699.7106933594s, input_fired_time: 9.4491128922, output_fired_time: 8.7886905670, propagate_forward_time: 262.5874328613, propagate_backward_time: 409.9661254883, weight_update_time: 0.7131662369, other_time: 8.9193420410
epoch time: 52.4485626221s, input_fired_time: 1.1092138290, output_fired_time: 0.0000000000, propagate_forward_time: 49.8482131958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4911346436
validation[          , genome 14172] predictions:    9912/  10000 (99.12%), best:    9912/10000 (99.12%), error:       302.38968, best error:       302.38968 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 683.3310546875s, input_fired_time: 9.2200279236, output_fired_time: 8.6835556030, propagate_forward_time: 256.0802001953, propagate_backward_time: 400.7485046387, weight_update_time: 0.7042149901, other_time: 8.5987854004
epoch time: 55.6704673767s, input_fired_time: 1.1538497210, output_fired_time: 0.0000000000, propagate_forward_time: 52.9633331299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5532836914
validation[          , genome 14172] predictions:    9896/  10000 (98.96%), best:    9912/10000 (99.12%), error:       329.64130, best error:       302.38968 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 703.2794799805s, input_fired_time: 9.4316883087, output_fired_time: 8.8180284500, propagate_forward_time: 264.1006469727, propagate_backward_time: 412.0533142090, weight_update_time: 0.7141011357, other_time: 8.8757629395
epoch time: 56.0605278015s, input_fired_time: 1.1716246605, output_fired_time: 0.0000000000, propagate_forward_time: 53.2562255859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6326789856
validation[          , genome 14172] predictions:    9904/  10000 (99.04%), best:    9912/10000 (99.12%), error:       307.88565, best error:       302.38968 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 702.6322021484s, input_fired_time: 9.4844894409, output_fired_time: 8.8166904449, propagate_forward_time: 264.1104736328, propagate_backward_time: 411.2388916016, weight_update_time: 0.7214307189, other_time: 8.9816284180
epoch time: 51.4408264160s, input_fired_time: 1.0906271935, output_fired_time: 0.0000000000, propagate_forward_time: 48.8685112000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4816894531
validation[          , genome 14172] predictions:    9902/  10000 (99.02%), best:    9912/10000 (99.12%), error:       313.22717, best error:       302.38968 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 693.3328857422s, input_fired_time: 9.2874412537, output_fired_time: 8.7429008484, propagate_forward_time: 260.5426025391, propagate_backward_time: 406.1392822266, weight_update_time: 0.7024605274, other_time: 8.6206665039
epoch time: 55.5464973450s, input_fired_time: 1.1539776325, output_fired_time: 0.0000000000, propagate_forward_time: 52.8355331421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5569877625
validation[          , genome 14172] predictions:    9901/  10000 (99.01%), best:    9912/10000 (99.12%), error:       312.98828, best error:       302.38968 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 703.3529052734s, input_fired_time: 9.5159816742, output_fired_time: 8.8524303436, propagate_forward_time: 264.2881164551, propagate_backward_time: 411.6089782715, weight_update_time: 0.7223929763, other_time: 9.0874023438
epoch time: 52.1437416077s, input_fired_time: 1.1248135567, output_fired_time: 0.0000000000, propagate_forward_time: 49.4520683289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5668601990
validation[          , genome 14172] predictions:    9909/  10000 (99.09%), best:    9912/10000 (99.12%), error:       305.11826, best error:       302.38968 on epoch:    92, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 701.3805541992s, input_fired_time: 9.4305562973, output_fired_time: 8.7982683182, propagate_forward_time: 263.6130981445, propagate_backward_time: 410.6107788086, weight_update_time: 0.7153314352, other_time: 8.9278564453
epoch time: 54.9313240051s, input_fired_time: 1.1517714262, output_fired_time: 0.0000000000, propagate_forward_time: 52.2061195374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5734329224
validation[          , genome 14172] predictions:    9905/  10000 (99.05%), best:    9912/10000 (99.12%), error:       314.71579, best error:       302.38968 on epoch:    92, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 703.1279296875s, input_fired_time: 9.4696598053, output_fired_time: 8.8350906372, propagate_forward_time: 264.3105773926, propagate_backward_time: 411.5615539551, weight_update_time: 0.7204167843, other_time: 8.9510498047
epoch time: 55.5188674927s, input_fired_time: 1.1551855803, output_fired_time: 0.0000000000, propagate_forward_time: 52.8110046387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5526771545
validation[          , genome 14172] predictions:    9903/  10000 (99.03%), best:    9912/10000 (99.12%), error:       317.70410, best error:       302.38968 on epoch:    92, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 702.3309326172s, input_fired_time: 9.5015192032, output_fired_time: 8.8054761887, propagate_forward_time: 263.7962646484, propagate_backward_time: 411.1786499023, weight_update_time: 0.7211343646, other_time: 9.0490112305
epoch time: 55.9008636475s, input_fired_time: 1.1756000519, output_fired_time: 0.0000000000, propagate_forward_time: 53.0880775452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6371879578
validation[          , genome 14172] predictions:    9906/  10000 (99.06%), best:    9912/10000 (99.12%), error:       309.58676, best error:       302.38968 on epoch:    92, 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: 278.0333251953s, input_fired_time: 5.7686114311, output_fired_time: 0.0000000000, propagate_forward_time: 264.4395446777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.8251647949
best training[          , genome 14172] predictions:   50000/  50000 (100.00%), best:    9912/10000 (99.12%), error:       141.91896, best error:       302.38968 on epoch:    92, 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: 55.1934547424s, input_fired_time: 1.1426038742, output_fired_time: 0.0000000000, propagate_forward_time: 52.5054130554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5454368591
   testing[          , genome 14172] predictions:    9908/  10000 (99.08%), best:    9912/10000 (99.12%), error:       280.54211, best error:       302.38968 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:05:36 (3172): called boinc_finish(0)

</stderr_txt>
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