Nameexact_genome_1512568488_43_4532_0
Workunit2593958
Created7 Dec 2017, 10:24:23 UTC
Sent7 Dec 2017, 10:34:09 UTC
Report deadline17 Dec 2017, 16:36:39 UTC
Received8 Dec 2017, 0:00:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time5 hours 21 min 26 sec
CPU time5 hours 20 min 26 sec
Validate stateValid
Credit2,562.93
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.61 MB
Peak swap size158.98 MB
Peak disk usage2.00 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
966.45593 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 175.0889282227s, input_fired_time: 1.9256672859, output_fired_time: 1.6886240244, propagate_forward_time: 66.2851867676, propagate_backward_time: 101.6547698975, weight_update_time: 0.1684004962, other_time: 3.5346679688
epoch time: 14.1409034729s, input_fired_time: 0.2439215332, output_fired_time: 0.0000000000, propagate_forward_time: 13.2927742004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6042079926
validation[          , genome  4532] predictions:    9663/  10000 (96.63%), best:    9720/10000 (97.20%), error:      1089.07642, best error:       966.45593 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 173.7182922363s, input_fired_time: 1.8969640732, output_fired_time: 1.6806545258, propagate_forward_time: 65.6051025391, propagate_backward_time: 100.9467468262, weight_update_time: 0.1676997542, other_time: 3.5888366699
epoch time: 14.1916322708s, input_fired_time: 0.2398446053, output_fired_time: 0.0000000000, propagate_forward_time: 13.3351783752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6166095734
validation[          , genome  4532] predictions:    9652/  10000 (96.52%), best:    9720/10000 (97.20%), error:      1171.64905, best error:       966.45593 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 174.6992950439s, input_fired_time: 1.8990675211, output_fired_time: 1.6711360216, propagate_forward_time: 66.0522308350, propagate_backward_time: 101.5753555298, weight_update_time: 0.1674084067, other_time: 3.5015029907
epoch time: 14.2326097488s, input_fired_time: 0.2502678931, output_fired_time: 0.0000000000, propagate_forward_time: 13.3826055527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5997362137
validation[          , genome  4532] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       962.45667, best error:       962.45667 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 175.4694061279s, input_fired_time: 1.9099547863, output_fired_time: 1.6871470213, propagate_forward_time: 66.3363189697, propagate_backward_time: 102.0347747803, weight_update_time: 0.1787585914, other_time: 3.5012054443
epoch time: 14.4997453690s, input_fired_time: 0.2551555634, output_fired_time: 0.0000000000, propagate_forward_time: 13.5948152542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6497745514
validation[          , genome  4532] predictions:    9661/  10000 (96.61%), best:    9720/10000 (97.20%), error:      1081.88110, best error:       962.45667 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 174.5529479980s, input_fired_time: 1.8987523317, output_fired_time: 1.6848233938, propagate_forward_time: 65.9584884644, propagate_backward_time: 101.5364837646, weight_update_time: 0.1693965197, other_time: 3.4743881226
epoch time: 14.1906147003s, input_fired_time: 0.2455939800, output_fired_time: 0.0000000000, propagate_forward_time: 13.3221874237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6228332520
validation[          , genome  4532] predictions:    9608/  10000 (96.08%), best:    9720/10000 (97.20%), error:      1235.39783, best error:       962.45667 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 175.0823822021s, input_fired_time: 1.9056112766, output_fired_time: 1.6785535812, propagate_forward_time: 66.1599121094, propagate_backward_time: 101.8652420044, weight_update_time: 0.1671469361, other_time: 3.4730606079
epoch time: 14.0145387650s, input_fired_time: 0.2410766929, output_fired_time: 0.0000000000, propagate_forward_time: 13.1512918472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6221704483
validation[          , genome  4532] predictions:    9654/  10000 (96.54%), best:    9720/10000 (97.20%), error:      1207.91541, best error:       962.45667 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 176.0073852539s, input_fired_time: 1.9005343914, output_fired_time: 1.6947115660, propagate_forward_time: 66.5565185547, propagate_backward_time: 102.4161911011, weight_update_time: 0.1667667776, other_time: 3.4394302368
epoch time: 14.4350004196s, input_fired_time: 0.2368310392, output_fired_time: 0.0000000000, propagate_forward_time: 13.5584955215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6396741867
validation[          , genome  4532] predictions:    9698/  10000 (96.98%), best:    9720/10000 (97.20%), error:       983.06726, best error:       962.45667 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 174.0169525146s, input_fired_time: 1.9168502092, output_fired_time: 1.6713668108, propagate_forward_time: 65.8156204224, propagate_backward_time: 101.1243438721, weight_update_time: 0.1689045131, other_time: 3.4887619019
epoch time: 13.9929561615s, input_fired_time: 0.2331522256, output_fired_time: 0.0000000000, propagate_forward_time: 13.1452045441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6145992279
validation[          , genome  4532] predictions:    9656/  10000 (96.56%), best:    9720/10000 (97.20%), error:      1106.20496, best error:       962.45667 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 175.0731201172s, input_fired_time: 1.9112918377, output_fired_time: 1.6924514771, propagate_forward_time: 66.1129455566, propagate_backward_time: 101.8612442017, weight_update_time: 0.1682983786, other_time: 3.4952011108
epoch time: 14.1038064957s, input_fired_time: 0.2407798022, output_fired_time: 0.0000000000, propagate_forward_time: 13.2486619949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6143646240
validation[          , genome  4532] predictions:    9619/  10000 (96.19%), best:    9720/10000 (97.20%), error:      1287.63513, best error:       962.45667 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 174.1364898682s, input_fired_time: 1.9324928522, output_fired_time: 1.6881979704, propagate_forward_time: 65.9018402100, propagate_backward_time: 101.1029663086, weight_update_time: 0.1700189561, other_time: 3.5109863281
epoch time: 14.0890884399s, input_fired_time: 0.2473407090, output_fired_time: 0.0000000000, propagate_forward_time: 13.2290716171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6126756668
validation[          , genome  4532] predictions:    9683/  10000 (96.83%), best:    9720/10000 (97.20%), error:      1023.69995, best error:       962.45667 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 175.2116546631s, input_fired_time: 1.9139552116, output_fired_time: 1.6960490942, propagate_forward_time: 66.2639083862, propagate_backward_time: 101.8532333374, weight_update_time: 0.1684493124, other_time: 3.4845123291
epoch time: 14.0517711639s, input_fired_time: 0.2382384241, output_fired_time: 0.0000000000, propagate_forward_time: 13.2029762268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6105566025
validation[          , genome  4532] predictions:    9662/  10000 (96.62%), best:    9720/10000 (97.20%), error:      1161.59741, best error:       962.45667 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 175.1770477295s, input_fired_time: 1.8946497440, output_fired_time: 1.6708070040, propagate_forward_time: 66.3219528198, propagate_backward_time: 101.8194656372, weight_update_time: 0.1695678681, other_time: 3.4701690674
epoch time: 13.9324588776s, input_fired_time: 0.2436837256, output_fired_time: 0.0000000000, propagate_forward_time: 13.0728721619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6159029007
validation[          , genome  4532] predictions:    9684/  10000 (96.84%), best:    9720/10000 (97.20%), error:      1034.35229, best error:       962.45667 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 175.0294189453s, input_fired_time: 1.8918783665, output_fired_time: 1.6830956936, propagate_forward_time: 66.2639083862, propagate_backward_time: 101.7426834106, weight_update_time: 0.1679633558, other_time: 3.4478607178
epoch time: 14.2376375198s, input_fired_time: 0.2375093251, output_fired_time: 0.0000000000, propagate_forward_time: 13.3825283051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6175994873
validation[          , genome  4532] predictions:    9704/  10000 (97.04%), best:    9720/10000 (97.20%), error:      1001.17096, best error:       962.45667 on epoch:    17, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 176.8542938232s, input_fired_time: 1.9203172922, output_fired_time: 1.7103855610, propagate_forward_time: 67.0139465332, propagate_backward_time: 102.6679687500, weight_update_time: 0.1721050441, other_time: 3.5416717529
epoch time: 14.2762079239s, input_fired_time: 0.2397357076, output_fired_time: 0.0000000000, propagate_forward_time: 13.4267969131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6096754074
validation[          , genome  4532] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       944.43799, best error:       944.43799 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 175.4726257324s, input_fired_time: 1.9254531860, output_fired_time: 1.6967698336, propagate_forward_time: 66.3881149292, propagate_backward_time: 101.9852752686, weight_update_time: 0.1683346927, other_time: 3.4770126343
epoch time: 14.1129035950s, input_fired_time: 0.2405335009, output_fired_time: 0.0000000000, propagate_forward_time: 13.2539997101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6183700562
validation[          , genome  4532] predictions:    9603/  10000 (96.03%), best:    9724/10000 (97.24%), error:      1335.26868, best error:       944.43799 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 173.7575836182s, input_fired_time: 1.9276906252, output_fired_time: 1.6709995270, propagate_forward_time: 65.6624526978, propagate_backward_time: 100.9467773438, weight_update_time: 0.1684950739, other_time: 3.5496597290
epoch time: 13.8910093307s, input_fired_time: 0.2413682044, output_fired_time: 0.0000000000, propagate_forward_time: 13.0471906662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6024503708
validation[          , genome  4532] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       906.83710, best error:       906.83710 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 174.8076019287s, input_fired_time: 1.9242403507, output_fired_time: 1.6794662476, propagate_forward_time: 66.0650024414, propagate_backward_time: 101.6376571655, weight_update_time: 0.1682655960, other_time: 3.5012283325
epoch time: 14.0892801285s, input_fired_time: 0.2364781350, output_fired_time: 0.0000000000, propagate_forward_time: 13.2461318970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6066703796
validation[          , genome  4532] predictions:    9705/  10000 (97.05%), best:    9732/10000 (97.32%), error:       972.23242, best error:       906.83710 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 174.6595916748s, input_fired_time: 1.9272122383, output_fired_time: 1.6815571785, propagate_forward_time: 66.0185699463, propagate_backward_time: 101.5404586792, weight_update_time: 0.1773667037, other_time: 3.4917831421
epoch time: 14.0993299484s, input_fired_time: 0.2372013777, output_fired_time: 0.0000000000, propagate_forward_time: 13.2534885406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6086397171
validation[          , genome  4532] predictions:    9712/  10000 (97.12%), best:    9732/10000 (97.32%), error:      1002.31134, best error:       906.83710 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 175.4541473389s, input_fired_time: 1.9264459610, output_fired_time: 1.6969232559, propagate_forward_time: 66.4451828003, propagate_backward_time: 101.9236373901, weight_update_time: 0.1662096679, other_time: 3.4619445801
epoch time: 13.9741945267s, input_fired_time: 0.2397708297, output_fired_time: 0.0000000000, propagate_forward_time: 13.1219539642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6124696732
validation[          , genome  4532] predictions:    9678/  10000 (96.78%), best:    9732/10000 (97.32%), error:      1073.17419, best error:       906.83710 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 173.3211669922s, input_fired_time: 1.9229969978, output_fired_time: 1.6732745171, propagate_forward_time: 65.4204177856, propagate_backward_time: 100.7784805298, weight_update_time: 0.1693781763, other_time: 3.5259857178
epoch time: 14.8281211853s, input_fired_time: 0.2486393005, output_fired_time: 0.0000000000, propagate_forward_time: 13.9322929382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6471891403
validation[          , genome  4532] predictions:    9698/  10000 (96.98%), best:    9732/10000 (97.32%), error:       968.39496, best error:       906.83710 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 174.4184875488s, input_fired_time: 1.9331576824, output_fired_time: 1.6728738546, propagate_forward_time: 65.9756317139, propagate_backward_time: 101.3273315430, weight_update_time: 0.1679363102, other_time: 3.5095062256
epoch time: 14.0918512344s, input_fired_time: 0.2413040400, output_fired_time: 0.0000000000, propagate_forward_time: 13.2357921600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6147546768
validation[          , genome  4532] predictions:    9716/  10000 (97.16%), best:    9732/10000 (97.32%), error:       968.37018, best error:       906.83710 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 175.5547943115s, input_fired_time: 1.9300403595, output_fired_time: 1.6823948622, propagate_forward_time: 66.3933944702, propagate_backward_time: 102.0571136475, weight_update_time: 0.1731045693, other_time: 3.4918594360
epoch time: 14.1886978149s, input_fired_time: 0.2399302870, output_fired_time: 0.0000000000, propagate_forward_time: 13.3289813995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6197862625
validation[          , genome  4532] predictions:    9711/  10000 (97.11%), best:    9732/10000 (97.32%), error:       978.62677, best error:       906.83710 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 176.2623291016s, input_fired_time: 1.9190775156, output_fired_time: 1.7070181370, propagate_forward_time: 66.6123657227, propagate_backward_time: 102.4961395264, weight_update_time: 0.1736025810, other_time: 3.5277252197
epoch time: 14.1963815689s, input_fired_time: 0.2392728627, output_fired_time: 0.0000000000, propagate_forward_time: 13.3415451050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6155633926
validation[          , genome  4532] predictions:    9725/  10000 (97.25%), best:    9732/10000 (97.32%), error:       947.95416, best error:       906.83710 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 175.9232482910s, input_fired_time: 1.9464513063, output_fired_time: 1.6910595894, propagate_forward_time: 66.5985107422, propagate_backward_time: 102.1726989746, weight_update_time: 0.1693311483, other_time: 3.5145263672
epoch time: 14.2412548065s, input_fired_time: 0.2491488308, output_fired_time: 0.0000000000, propagate_forward_time: 13.3663387299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6257677078
validation[          , genome  4532] predictions:    9645/  10000 (96.45%), best:    9732/10000 (97.32%), error:      1200.67212, best error:       906.83710 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 174.3767700195s, input_fired_time: 1.9206100702, output_fired_time: 1.6799999475, propagate_forward_time: 65.8813171387, propagate_backward_time: 101.3966903687, weight_update_time: 0.1688851118, other_time: 3.4981613159
epoch time: 13.9984607697s, input_fired_time: 0.2390003055, output_fired_time: 0.0000000000, propagate_forward_time: 13.1542568207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6052036285
validation[          , genome  4532] predictions:    9709/  10000 (97.09%), best:    9732/10000 (97.32%), error:       977.40405, best error:       906.83710 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 175.8030395508s, input_fired_time: 1.8996074200, output_fired_time: 1.7018785477, propagate_forward_time: 66.5450897217, propagate_backward_time: 102.1568832397, weight_update_time: 0.1667150557, other_time: 3.4995803833
epoch time: 14.5139675140s, input_fired_time: 0.2650699019, output_fired_time: 0.0000000000, propagate_forward_time: 13.6137046814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6351928711
validation[          , genome  4532] predictions:    9704/  10000 (97.04%), best:    9732/10000 (97.32%), error:      1016.14313, best error:       906.83710 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 174.4837799072s, input_fired_time: 1.9351519346, output_fired_time: 1.6723951101, propagate_forward_time: 66.0011291504, propagate_backward_time: 101.3250656128, weight_update_time: 0.1682880670, other_time: 3.5500411987
epoch time: 14.3157691956s, input_fired_time: 0.2437272817, output_fired_time: 0.0000000000, propagate_forward_time: 13.4457473755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6262941360
validation[          , genome  4532] predictions:    9723/  10000 (97.23%), best:    9732/10000 (97.32%), error:       917.71478, best error:       906.83710 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 175.0240783691s, input_fired_time: 1.9211274385, output_fired_time: 1.6670060158, propagate_forward_time: 66.2327423096, propagate_backward_time: 101.7560729980, weight_update_time: 0.1679786593, other_time: 3.4471282959
epoch time: 13.9758081436s, input_fired_time: 0.2434512824, output_fired_time: 0.0000000000, propagate_forward_time: 13.1149387360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6174182892
validation[          , genome  4532] predictions:    9652/  10000 (96.52%), best:    9732/10000 (97.32%), error:      1137.77271, best error:       906.83710 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 174.6603851318s, input_fired_time: 1.9212733507, output_fired_time: 1.6886073351, propagate_forward_time: 66.1594314575, propagate_backward_time: 101.4068145752, weight_update_time: 0.1738397628, other_time: 3.4842453003
epoch time: 14.0803527832s, input_fired_time: 0.2488768250, output_fired_time: 0.0000000000, propagate_forward_time: 13.2072887421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6241874695
validation[          , genome  4532] predictions:    9707/  10000 (97.07%), best:    9732/10000 (97.32%), error:       971.97992, best error:       906.83710 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 174.5237884521s, input_fired_time: 1.9565469027, output_fired_time: 1.6882976294, propagate_forward_time: 65.9879226685, propagate_backward_time: 101.3939132690, weight_update_time: 0.1682294309, other_time: 3.4971160889
epoch time: 14.1817455292s, input_fired_time: 0.2520532310, output_fired_time: 0.0000000000, propagate_forward_time: 13.3189849854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6107072830
validation[          , genome  4532] predictions:    9702/  10000 (97.02%), best:    9732/10000 (97.32%), error:      1023.32489, best error:       906.83710 on epoch:    30, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 176.6949462891s, input_fired_time: 1.9333772659, output_fired_time: 1.7108786106, propagate_forward_time: 66.6862792969, propagate_backward_time: 102.8647003174, weight_update_time: 0.1708977818, other_time: 3.4997100830
epoch time: 14.2292461395s, input_fired_time: 0.2522894442, output_fired_time: 0.0000000000, propagate_forward_time: 13.3680295944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6089267731
validation[          , genome  4532] predictions:    9689/  10000 (96.89%), best:    9732/10000 (97.32%), error:      1029.70862, best error:       906.83710 on epoch:    30, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 175.5033264160s, input_fired_time: 1.9151600599, output_fired_time: 1.6816092730, propagate_forward_time: 66.2780380249, propagate_backward_time: 102.1752624512, weight_update_time: 0.1682821512, other_time: 3.4532546997
epoch time: 14.3824968338s, input_fired_time: 0.2539360821, output_fired_time: 0.0000000000, propagate_forward_time: 13.5126581192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6159029007
validation[          , genome  4532] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       832.31122, best error:       832.31122 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 176.8903656006s, input_fired_time: 1.9292848110, output_fired_time: 1.6847323179, propagate_forward_time: 66.8875961304, propagate_backward_time: 102.8777923584, weight_update_time: 0.1689775735, other_time: 3.5109481812
epoch time: 13.9914035797s, input_fired_time: 0.2438060194, output_fired_time: 0.0000000000, propagate_forward_time: 13.1301736832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6174240112
validation[          , genome  4532] predictions:    9731/  10000 (97.31%), best:    9737/10000 (97.37%), error:       850.50592, best error:       832.31122 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 174.2898254395s, input_fired_time: 1.9329668283, output_fired_time: 1.6707706451, propagate_forward_time: 65.9079971313, propagate_backward_time: 101.2787246704, weight_update_time: 0.1763842404, other_time: 3.4993591309
epoch time: 14.1138153076s, input_fired_time: 0.2424695194, output_fired_time: 0.0000000000, propagate_forward_time: 13.2559986115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6153469086
validation[          , genome  4532] predictions:    9680/  10000 (96.80%), best:    9737/10000 (97.37%), error:      1066.95984, best error:       832.31122 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 175.5931549072s, input_fired_time: 1.9502009153, output_fired_time: 1.6914762259, propagate_forward_time: 66.4390869141, propagate_backward_time: 102.0567321777, weight_update_time: 0.1672734171, other_time: 3.4556579590
epoch time: 14.1483716965s, input_fired_time: 0.2425145209, output_fired_time: 0.0000000000, propagate_forward_time: 13.2952499390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6106071472
validation[          , genome  4532] predictions:    9732/  10000 (97.32%), best:    9737/10000 (97.37%), error:       848.08081, best error:       832.31122 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 175.4894866943s, input_fired_time: 1.9133862257, output_fired_time: 1.7000885010, propagate_forward_time: 66.2726364136, propagate_backward_time: 102.0759048462, weight_update_time: 0.1672578901, other_time: 3.5274658203
epoch time: 14.0742292404s, input_fired_time: 0.2432069033, output_fired_time: 0.0000000000, propagate_forward_time: 13.2206850052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6103372574
validation[          , genome  4532] predictions:    9709/  10000 (97.09%), best:    9737/10000 (97.37%), error:       901.75885, best error:       832.31122 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 175.5815887451s, input_fired_time: 1.9356384277, output_fired_time: 1.6978077888, propagate_forward_time: 66.4459686279, propagate_backward_time: 102.0197525024, weight_update_time: 0.1673184782, other_time: 3.4824142456
epoch time: 14.2558774948s, input_fired_time: 0.2449609637, output_fired_time: 0.0000000000, propagate_forward_time: 13.4031276703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6077890396
validation[          , genome  4532] predictions:    9739/  10000 (97.39%), best:    9737/10000 (97.37%), error:       896.04358, best error:       832.31122 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 174.7363739014s, input_fired_time: 1.9128663540, output_fired_time: 1.6712564230, propagate_forward_time: 66.0799865723, propagate_backward_time: 101.6007690430, weight_update_time: 0.1669822782, other_time: 3.4714965820
epoch time: 13.9576568604s, input_fired_time: 0.2428673059, output_fired_time: 0.0000000000, propagate_forward_time: 13.1026239395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6121654510
validation[          , genome  4532] predictions:    9619/  10000 (96.19%), best:    9737/10000 (97.37%), error:      1288.12634, best error:       832.31122 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 177.1057281494s, input_fired_time: 1.9214109182, output_fired_time: 1.6865746975, propagate_forward_time: 66.9231567383, propagate_backward_time: 103.0835952759, weight_update_time: 0.1726061702, other_time: 3.4909896851
epoch time: 14.2268447876s, input_fired_time: 0.2443963140, output_fired_time: 0.0000000000, propagate_forward_time: 13.3652286530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6172199249
validation[          , genome  4532] predictions:    9722/  10000 (97.22%), best:    9737/10000 (97.37%), error:       894.42767, best error:       832.31122 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 174.8988952637s, input_fired_time: 1.9291629791, output_fired_time: 1.6956871748, propagate_forward_time: 66.1331939697, propagate_backward_time: 101.6507949829, weight_update_time: 0.1678037643, other_time: 3.4900436401
epoch time: 14.0570449829s, input_fired_time: 0.2458470613, output_fired_time: 0.0000000000, propagate_forward_time: 13.1913919449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6198062897
validation[          , genome  4532] predictions:    9735/  10000 (97.35%), best:    9737/10000 (97.37%), error:       833.62463, best error:       832.31122 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 174.5133666992s, input_fired_time: 1.9135926962, output_fired_time: 1.6731523275, propagate_forward_time: 66.0318756104, propagate_backward_time: 101.4063873291, weight_update_time: 0.1669737399, other_time: 3.4883575439
epoch time: 14.1500511169s, input_fired_time: 0.2564688623, output_fired_time: 0.0000000000, propagate_forward_time: 13.2852554321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6083269119
validation[          , genome  4532] predictions:    9606/  10000 (96.06%), best:    9737/10000 (97.37%), error:      1250.34326, best error:       832.31122 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 177.6848754883s, input_fired_time: 1.9327574968, output_fired_time: 1.6932487488, propagate_forward_time: 67.1697921753, propagate_backward_time: 103.3165130615, weight_update_time: 0.1675312817, other_time: 3.5725631714
epoch time: 14.2070093155s, input_fired_time: 0.2417163253, output_fired_time: 0.0000000000, propagate_forward_time: 13.3496103287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6156826019
validation[          , genome  4532] predictions:    9716/  10000 (97.16%), best:    9737/10000 (97.37%), error:       935.89703, best error:       832.31122 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 175.1128387451s, input_fired_time: 1.9451460838, output_fired_time: 1.6894960403, propagate_forward_time: 66.3161621094, propagate_backward_time: 101.6520156860, weight_update_time: 0.1690676361, other_time: 3.5100173950
epoch time: 14.2390995026s, input_fired_time: 0.2401652932, output_fired_time: 0.0000000000, propagate_forward_time: 13.3841543198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6147794724
validation[          , genome  4532] predictions:    9741/  10000 (97.41%), best:    9737/10000 (97.37%), error:       849.88666, best error:       832.31122 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 174.7512817383s, input_fired_time: 1.9259395599, output_fired_time: 1.6869431734, propagate_forward_time: 66.0029525757, propagate_backward_time: 101.6597518921, weight_update_time: 0.1677813977, other_time: 3.4756927490
epoch time: 14.0367822647s, input_fired_time: 0.2459196001, output_fired_time: 0.0000000000, propagate_forward_time: 13.1765909195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6142721176
validation[          , genome  4532] predictions:    9740/  10000 (97.40%), best:    9737/10000 (97.37%), error:       855.90143, best error:       832.31122 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 176.4512481689s, input_fired_time: 1.9234876633, output_fired_time: 1.7016569376, propagate_forward_time: 66.7688980103, propagate_backward_time: 102.5855941772, weight_update_time: 0.1676797867, other_time: 3.4716033936
epoch time: 14.2506446838s, input_fired_time: 0.2446393222, output_fired_time: 0.0000000000, propagate_forward_time: 13.3576927185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6483125687
validation[          , genome  4532] predictions:    9719/  10000 (97.19%), best:    9737/10000 (97.37%), error:       958.72278, best error:       832.31122 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 175.3722686768s, input_fired_time: 1.9745249748, output_fired_time: 1.6872849464, propagate_forward_time: 66.2894744873, propagate_backward_time: 101.9138183594, weight_update_time: 0.1671816558, other_time: 3.5071716309
epoch time: 14.4777498245s, input_fired_time: 0.2570604682, output_fired_time: 0.0000000000, propagate_forward_time: 13.5956106186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6250791550
validation[          , genome  4532] predictions:    9713/  10000 (97.13%), best:    9737/10000 (97.37%), error:       986.49402, best error:       832.31122 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 174.2224578857s, input_fired_time: 1.9453003407, output_fired_time: 1.7029424906, propagate_forward_time: 65.8080673218, propagate_backward_time: 101.2563781738, weight_update_time: 0.1710585952, other_time: 3.5097732544
epoch time: 14.1033802032s, input_fired_time: 0.2455954999, output_fired_time: 0.0000000000, propagate_forward_time: 13.2500123978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6077718735
validation[          , genome  4532] predictions:    9713/  10000 (97.13%), best:    9737/10000 (97.37%), error:       957.05933, best error:       832.31122 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 174.7368469238s, input_fired_time: 1.9387782812, output_fired_time: 1.6775734425, propagate_forward_time: 66.1538696289, propagate_backward_time: 101.4725723267, weight_update_time: 0.1681096554, other_time: 3.4940567017
epoch time: 14.5770139694s, input_fired_time: 0.2574438751, output_fired_time: 0.0000000000, propagate_forward_time: 13.6861114502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6334590912
validation[          , genome  4532] predictions:    9704/  10000 (97.04%), best:    9737/10000 (97.37%), error:       967.13361, best error:       832.31122 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 175.8212585449s, input_fired_time: 1.9361219406, output_fired_time: 1.6855807304, propagate_forward_time: 66.5032501221, propagate_backward_time: 102.2049255371, weight_update_time: 0.1672502905, other_time: 3.4913787842
epoch time: 14.0073127747s, input_fired_time: 0.2463080734, output_fired_time: 0.0000000000, propagate_forward_time: 13.1386203766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6223840714
validation[          , genome  4532] predictions:    9739/  10000 (97.39%), best:    9737/10000 (97.37%), error:       908.83234, best error:       832.31122 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 174.4125061035s, input_fired_time: 1.9374701977, output_fired_time: 1.6807098389, propagate_forward_time: 65.9598922729, propagate_backward_time: 101.2986221313, weight_update_time: 0.1686948240, other_time: 3.5358123779
epoch time: 13.9995803833s, input_fired_time: 0.2470518500, output_fired_time: 0.0000000000, propagate_forward_time: 13.1359567642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6165714264
validation[          , genome  4532] predictions:    9696/  10000 (96.96%), best:    9737/10000 (97.37%), error:       946.87592, best error:       832.31122 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 173.7733001709s, input_fired_time: 1.9520726204, output_fired_time: 1.6593400240, propagate_forward_time: 65.6034469604, propagate_backward_time: 100.9956359863, weight_update_time: 0.1688815057, other_time: 3.5627975464
epoch time: 14.4168310165s, input_fired_time: 0.2603047788, output_fired_time: 0.0000000000, propagate_forward_time: 13.5224494934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6340770721
validation[          , genome  4532] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       820.58057, best error:       820.58057 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 176.3454742432s, input_fired_time: 1.9438397884, output_fired_time: 1.6831849813, propagate_forward_time: 66.8926773071, propagate_backward_time: 102.3431701660, weight_update_time: 0.1717030704, other_time: 3.4826126099
epoch time: 14.0968198776s, input_fired_time: 0.2455130517, output_fired_time: 0.0000000000, propagate_forward_time: 13.2322731018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6190338135
validation[          , genome  4532] predictions:    9770/  10000 (97.70%), best:    9752/10000 (97.52%), error:       847.80396, best error:       820.58057 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 175.3711700439s, input_fired_time: 1.9414331913, output_fired_time: 1.7011229992, propagate_forward_time: 66.4102935791, propagate_backward_time: 101.8104629517, weight_update_time: 0.1735783070, other_time: 3.5078506470
epoch time: 14.0601825714s, input_fired_time: 0.2508651316, output_fired_time: 0.0000000000, propagate_forward_time: 13.1878900528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6214275360
validation[          , genome  4532] predictions:    9749/  10000 (97.49%), best:    9752/10000 (97.52%), error:       855.12988, best error:       820.58057 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 174.6425628662s, input_fired_time: 1.9420543909, output_fired_time: 1.6833055019, propagate_forward_time: 66.0947647095, propagate_backward_time: 101.4330520630, weight_update_time: 0.1670665890, other_time: 3.4893951416
epoch time: 14.2270050049s, input_fired_time: 0.2554050982, output_fired_time: 0.0000000000, propagate_forward_time: 13.3531055450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6184940338
validation[          , genome  4532] predictions:    9713/  10000 (97.13%), best:    9752/10000 (97.52%), error:       915.68634, best error:       820.58057 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 176.6916351318s, input_fired_time: 1.9253442287, output_fired_time: 1.6862428188, propagate_forward_time: 66.7362442017, propagate_backward_time: 102.8471145630, weight_update_time: 0.1686865389, other_time: 3.4966888428
epoch time: 14.1035242081s, input_fired_time: 0.2426133603, output_fired_time: 0.0000000000, propagate_forward_time: 13.2495374680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6113729477
validation[          , genome  4532] predictions:    9655/  10000 (96.55%), best:    9752/10000 (97.52%), error:      1163.37854, best error:       820.58057 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 174.5565032959s, input_fired_time: 1.9494682550, output_fired_time: 1.6874393225, propagate_forward_time: 65.9457931519, propagate_backward_time: 101.4830322266, weight_update_time: 0.1707605869, other_time: 3.4907760620
epoch time: 14.0515642166s, input_fired_time: 0.2472155988, output_fired_time: 0.0000000000, propagate_forward_time: 13.1891307831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6152181625
validation[          , genome  4532] predictions:    9746/  10000 (97.46%), best:    9752/10000 (97.52%), error:       822.71613, best error:       820.58057 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 176.2688751221s, input_fired_time: 1.9256792068, output_fired_time: 1.6969643831, propagate_forward_time: 66.7047576904, propagate_backward_time: 102.4780426025, weight_update_time: 0.1668546796, other_time: 3.4634399414
epoch time: 14.0866460800s, input_fired_time: 0.2478713244, output_fired_time: 0.0000000000, propagate_forward_time: 13.2141809464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6245937347
validation[          , genome  4532] predictions:    9719/  10000 (97.19%), best:    9752/10000 (97.52%), error:       922.94397, best error:       820.58057 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 176.6911163330s, input_fired_time: 1.9448546171, output_fired_time: 1.6933753490, propagate_forward_time: 66.8376235962, propagate_backward_time: 102.7165679932, weight_update_time: 0.1670421511, other_time: 3.4986953735
epoch time: 14.0838756561s, input_fired_time: 0.2416628152, output_fired_time: 0.0000000000, propagate_forward_time: 13.2338294983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6083831787
validation[          , genome  4532] predictions:    9733/  10000 (97.33%), best:    9752/10000 (97.52%), error:       855.45331, best error:       820.58057 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 174.4486541748s, input_fired_time: 1.9560031891, output_fired_time: 1.6876003742, propagate_forward_time: 65.8940277100, propagate_backward_time: 101.3855514526, weight_update_time: 0.1707933545, other_time: 3.5254592896
epoch time: 14.0283899307s, input_fired_time: 0.2463415861, output_fired_time: 0.0000000000, propagate_forward_time: 13.1700391769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6120090485
validation[          , genome  4532] predictions:    9740/  10000 (97.40%), best:    9752/10000 (97.52%), error:       903.02081, best error:       820.58057 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 175.3818969727s, input_fired_time: 1.9201972485, output_fired_time: 1.7026448250, propagate_forward_time: 66.2939376831, propagate_backward_time: 101.9886245728, weight_update_time: 0.1679449975, other_time: 3.4764862061
epoch time: 14.3116636276s, input_fired_time: 0.2509592474, output_fired_time: 0.0000000000, propagate_forward_time: 13.4189920425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6417121887
validation[          , genome  4532] predictions:    9730/  10000 (97.30%), best:    9752/10000 (97.52%), error:       872.02448, best error:       820.58057 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 173.8354339600s, input_fired_time: 1.9465043545, output_fired_time: 1.6703748703, propagate_forward_time: 65.6433715820, propagate_backward_time: 101.0759506226, weight_update_time: 0.1689471900, other_time: 3.4992294312
epoch time: 14.0217113495s, input_fired_time: 0.2484596968, output_fired_time: 0.0000000000, propagate_forward_time: 13.1563186646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6169328690
validation[          , genome  4532] predictions:    9719/  10000 (97.19%), best:    9752/10000 (97.52%), error:       997.93378, best error:       820.58057 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 175.8478088379s, input_fired_time: 1.9337691069, output_fired_time: 1.7171560526, propagate_forward_time: 66.6530990601, propagate_backward_time: 102.0419616699, weight_update_time: 0.1730868667, other_time: 3.5018234253
epoch time: 14.1059656143s, input_fired_time: 0.2446344346, output_fired_time: 0.0000000000, propagate_forward_time: 13.2503557205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6109752655
validation[          , genome  4532] predictions:    9698/  10000 (96.98%), best:    9752/10000 (97.52%), error:      1052.51013, best error:       820.58057 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 175.8329315186s, input_fired_time: 1.9526790380, output_fired_time: 1.6715679169, propagate_forward_time: 66.4455795288, propagate_backward_time: 102.2352447510, weight_update_time: 0.1687695086, other_time: 3.5278549194
epoch time: 14.0669851303s, input_fired_time: 0.2508597076, output_fired_time: 0.0000000000, propagate_forward_time: 13.1960220337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6201038361
validation[          , genome  4532] predictions:    9566/  10000 (95.66%), best:    9752/10000 (97.52%), error:      1418.69275, best error:       820.58057 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 174.0210418701s, input_fired_time: 1.9318624735, output_fired_time: 1.6798136234, propagate_forward_time: 65.7522506714, propagate_backward_time: 101.1498031616, weight_update_time: 0.1688135564, other_time: 3.5073089600
epoch time: 14.4034881592s, input_fired_time: 0.2549788952, output_fired_time: 0.0000000000, propagate_forward_time: 13.5164299011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6320791245
validation[          , genome  4532] predictions:    9740/  10000 (97.40%), best:    9752/10000 (97.52%), error:       883.03253, best error:       820.58057 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 174.7109680176s, input_fired_time: 1.9493409395, output_fired_time: 1.6808533669, propagate_forward_time: 66.0132217407, propagate_backward_time: 101.5878219604, weight_update_time: 0.1703022420, other_time: 3.4797363281
epoch time: 14.3683748245s, input_fired_time: 0.2448551357, output_fired_time: 0.0000000000, propagate_forward_time: 13.5031356812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6203842163
validation[          , genome  4532] predictions:    9653/  10000 (96.53%), best:    9752/10000 (97.52%), error:      1219.30713, best error:       820.58057 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 175.2372283936s, input_fired_time: 1.9231796265, output_fired_time: 1.6852701902, propagate_forward_time: 66.3060836792, propagate_backward_time: 101.8563461304, weight_update_time: 0.1673328876, other_time: 3.4663543701
epoch time: 13.8537225723s, input_fired_time: 0.2478062063, output_fired_time: 0.0000000000, propagate_forward_time: 12.9907798767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6151361465
validation[          , genome  4532] predictions:    9727/  10000 (97.27%), best:    9752/10000 (97.52%), error:       931.41949, best error:       820.58057 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 176.9316558838s, input_fired_time: 1.9507949352, output_fired_time: 1.6855481863, propagate_forward_time: 66.8428192139, propagate_backward_time: 102.9763107300, weight_update_time: 0.1662472785, other_time: 3.4761886597
epoch time: 14.0448350906s, input_fired_time: 0.2479749173, output_fired_time: 0.0000000000, propagate_forward_time: 13.1794576645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6174020767
validation[          , genome  4532] predictions:    9685/  10000 (96.85%), best:    9752/10000 (97.52%), error:      1154.68835, best error:       820.58057 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 176.0518188477s, input_fired_time: 1.9450416565, output_fired_time: 1.6881574392, propagate_forward_time: 66.6441345215, propagate_backward_time: 102.2829284668, weight_update_time: 0.1702080071, other_time: 3.4915618896
epoch time: 14.0283041000s, input_fired_time: 0.2445695549, output_fired_time: 0.0000000000, propagate_forward_time: 13.1621742249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6215600967
validation[          , genome  4532] predictions:    9683/  10000 (96.83%), best:    9752/10000 (97.52%), error:      1029.49182, best error:       820.58057 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 174.0839843750s, input_fired_time: 1.9429452419, output_fired_time: 1.6662898064, propagate_forward_time: 65.6967315674, propagate_backward_time: 101.2772064209, weight_update_time: 0.1705580056, other_time: 3.5008087158
epoch time: 14.1656751633s, input_fired_time: 0.2515681982, output_fired_time: 0.0000000000, propagate_forward_time: 13.2840375900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6300697327
validation[          , genome  4532] predictions:    9725/  10000 (97.25%), best:    9752/10000 (97.52%), error:       914.70264, best error:       820.58057 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 174.3939971924s, input_fired_time: 1.9582676888, output_fired_time: 1.6769497395, propagate_forward_time: 65.9087219238, propagate_backward_time: 101.3684692383, weight_update_time: 0.1684286743, other_time: 3.4815826416
epoch time: 14.5443830490s, input_fired_time: 0.2453586161, output_fired_time: 0.0000000000, propagate_forward_time: 13.6683998108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6306247711
validation[          , genome  4532] predictions:    9678/  10000 (96.78%), best:    9752/10000 (97.52%), error:      1116.44983, best error:       820.58057 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 175.9097595215s, input_fired_time: 1.9719444513, output_fired_time: 1.6905413866, propagate_forward_time: 66.5247421265, propagate_backward_time: 102.2384796143, weight_update_time: 0.1811927557, other_time: 3.4840621948
epoch time: 13.9572696686s, input_fired_time: 0.2444342077, output_fired_time: 0.0000000000, propagate_forward_time: 13.0929832458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6198520660
validation[          , genome  4532] predictions:    9727/  10000 (97.27%), best:    9752/10000 (97.52%), error:       889.05865, best error:       820.58057 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 174.9651184082s, input_fired_time: 1.9655171633, output_fired_time: 1.6907470226, propagate_forward_time: 66.1634216309, propagate_backward_time: 101.6634368896, weight_update_time: 0.1682644784, other_time: 3.4819946289
epoch time: 14.0592060089s, input_fired_time: 0.2460986078, output_fired_time: 0.0000000000, propagate_forward_time: 13.1950912476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6180162430
validation[          , genome  4532] predictions:    9700/  10000 (97.00%), best:    9752/10000 (97.52%), error:      1002.97894, best error:       820.58057 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 175.8410491943s, input_fired_time: 1.9509173632, output_fired_time: 1.6808989048, propagate_forward_time: 66.5484466553, propagate_backward_time: 102.1506423950, weight_update_time: 0.1718729883, other_time: 3.5101547241
epoch time: 14.3225145340s, input_fired_time: 0.2484776527, output_fired_time: 0.0000000000, propagate_forward_time: 13.4596691132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6143674850
validation[          , genome  4532] predictions:    9749/  10000 (97.49%), best:    9752/10000 (97.52%), error:       850.20990, best error:       820.58057 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 177.3311157227s, input_fired_time: 1.9513926506, output_fired_time: 1.6976639032, propagate_forward_time: 67.1633911133, propagate_backward_time: 103.0019378662, weight_update_time: 0.1669600606, other_time: 3.5167388916
epoch time: 14.3069915771s, input_fired_time: 0.2498196512, output_fired_time: 0.0000000000, propagate_forward_time: 13.4411096573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6160621643
validation[          , genome  4532] predictions:    9733/  10000 (97.33%), best:    9752/10000 (97.52%), error:       892.83728, best error:       820.58057 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 175.7753448486s, input_fired_time: 1.9328258038, output_fired_time: 1.7044801712, propagate_forward_time: 66.5206069946, propagate_backward_time: 102.1815338135, weight_update_time: 0.1766578108, other_time: 3.4358901978
epoch time: 14.3529109955s, input_fired_time: 0.2461237758, output_fired_time: 0.0000000000, propagate_forward_time: 13.4869174957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6198701859
validation[          , genome  4532] predictions:    9761/  10000 (97.61%), best:    9752/10000 (97.52%), error:       849.03577, best error:       820.58057 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 175.2515716553s, input_fired_time: 1.9558988810, output_fired_time: 1.6807254553, propagate_forward_time: 66.2885131836, propagate_backward_time: 101.8407440186, weight_update_time: 0.1684736758, other_time: 3.4856872559
epoch time: 14.0260906219s, input_fired_time: 0.2489919662, output_fired_time: 0.0000000000, propagate_forward_time: 13.1613082886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6157903671
validation[          , genome  4532] predictions:    9731/  10000 (97.31%), best:    9752/10000 (97.52%), error:       906.32147, best error:       820.58057 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 176.4397583008s, input_fired_time: 1.9406131506, output_fired_time: 1.6926600933, propagate_forward_time: 66.6634368896, propagate_backward_time: 102.6051788330, weight_update_time: 0.1671435684, other_time: 3.5378723145
epoch time: 14.5021333694s, input_fired_time: 0.2628430128, output_fired_time: 0.0000000000, propagate_forward_time: 13.5954885483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6438016891
validation[          , genome  4532] predictions:    9743/  10000 (97.43%), best:    9752/10000 (97.52%), error:       901.14575, best error:       820.58057 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 174.1769256592s, input_fired_time: 1.9564436674, output_fired_time: 1.6729924679, propagate_forward_time: 65.7659606934, propagate_backward_time: 101.2333602905, weight_update_time: 0.1697019935, other_time: 3.5481796265
epoch time: 14.1376523972s, input_fired_time: 0.2442929298, output_fired_time: 0.0000000000, propagate_forward_time: 13.2846441269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6087150574
validation[          , genome  4532] predictions:    9735/  10000 (97.35%), best:    9752/10000 (97.52%), error:       864.20764, best error:       820.58057 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 174.9275817871s, input_fired_time: 1.9566732645, output_fired_time: 1.6809265614, propagate_forward_time: 66.2063369751, propagate_backward_time: 101.5931091309, weight_update_time: 0.1672951728, other_time: 3.4905319214
epoch time: 14.2899217606s, input_fired_time: 0.2520886362, output_fired_time: 0.0000000000, propagate_forward_time: 13.4227027893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6151304245
validation[          , genome  4532] predictions:    9747/  10000 (97.47%), best:    9752/10000 (97.52%), error:       827.26917, best error:       820.58057 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 177.2023010254s, input_fired_time: 1.9707102776, output_fired_time: 1.7053250074, propagate_forward_time: 67.0798568726, propagate_backward_time: 102.9918060303, weight_update_time: 0.1769055128, other_time: 3.4546127319
epoch time: 14.0822706223s, input_fired_time: 0.2520886660, output_fired_time: 0.0000000000, propagate_forward_time: 13.2082271576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6219549179
validation[          , genome  4532] predictions:    9737/  10000 (97.37%), best:    9752/10000 (97.52%), error:       903.86505, best error:       820.58057 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 174.9678344727s, input_fired_time: 1.9630296230, output_fired_time: 1.6818214655, propagate_forward_time: 65.9958953857, propagate_backward_time: 101.7947006226, weight_update_time: 0.1684255004, other_time: 3.5323867798
epoch time: 14.0173301697s, input_fired_time: 0.2499812245, output_fired_time: 0.0000000000, propagate_forward_time: 13.1514415741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6159076691
validation[          , genome  4532] predictions:    9753/  10000 (97.53%), best:    9752/10000 (97.52%), error:       834.21039, best error:       820.58057 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 174.7524871826s, input_fired_time: 1.9454277754, output_fired_time: 1.6893349886, propagate_forward_time: 66.1097106934, propagate_backward_time: 101.5232162476, weight_update_time: 0.1680005193, other_time: 3.4847946167
epoch time: 14.0542230606s, input_fired_time: 0.2455842495, output_fired_time: 0.0000000000, propagate_forward_time: 13.1977319717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6109066010
validation[          , genome  4532] predictions:    9650/  10000 (96.50%), best:    9752/10000 (97.52%), error:      1129.97693, best error:       820.58057 on epoch:    65, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 175.9884033203s, input_fired_time: 1.9596748352, output_fired_time: 1.6941694021, propagate_forward_time: 66.6539230347, propagate_backward_time: 102.1665496826, weight_update_time: 0.1674136817, other_time: 3.5140914917
epoch time: 14.2157392502s, input_fired_time: 0.2561568618, output_fired_time: 0.0000000000, propagate_forward_time: 13.3565635681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6030187607
validation[          , genome  4532] predictions:    9742/  10000 (97.42%), best:    9752/10000 (97.52%), error:       895.38165, best error:       820.58057 on epoch:    65, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 175.3681182861s, input_fired_time: 1.9610363245, output_fired_time: 1.7174350023, propagate_forward_time: 66.2902069092, propagate_backward_time: 101.9281921387, weight_update_time: 0.1681775600, other_time: 3.4712524414
epoch time: 14.2424678802s, input_fired_time: 0.2451252490, output_fired_time: 0.0000000000, propagate_forward_time: 13.3873910904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6099519730
validation[          , genome  4532] predictions:    9744/  10000 (97.44%), best:    9752/10000 (97.52%), error:       851.38287, best error:       820.58057 on epoch:    65, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 174.2279205322s, input_fired_time: 1.9501051903, output_fired_time: 1.6608567238, propagate_forward_time: 65.8469619751, propagate_backward_time: 101.2558593750, weight_update_time: 0.1682135612, other_time: 3.5141372681
epoch time: 14.0556068420s, input_fired_time: 0.2517240047, output_fired_time: 0.0000000000, propagate_forward_time: 13.1842718124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6196107864
validation[          , genome  4532] predictions:    9687/  10000 (96.87%), best:    9752/10000 (97.52%), error:      1023.32574, best error:       820.58057 on epoch:    65, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 174.8354644775s, input_fired_time: 1.9755474329, output_fired_time: 1.6675313711, propagate_forward_time: 66.0317306519, propagate_backward_time: 101.5915908813, weight_update_time: 0.1680193692, other_time: 3.5690765381
epoch time: 14.4708061218s, input_fired_time: 0.2655070722, output_fired_time: 0.0000000000, propagate_forward_time: 13.5739564896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6313428879
validation[          , genome  4532] predictions:    9673/  10000 (96.73%), best:    9752/10000 (97.52%), error:      1032.09277, best error:       820.58057 on epoch:    65, 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: 70.5605545044s, input_fired_time: 1.2374198437, output_fired_time: 0.0000000000, propagate_forward_time: 66.0763549805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2467803955
best training[          , genome  4532] predictions:   49555/  50000 (99.11%), best:    9752/10000 (97.52%), error:      1785.28442, best error:       820.58057 on epoch:    65, 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: 14.2017831802s, input_fired_time: 0.2504816353, output_fired_time: 0.0000000000, propagate_forward_time: 13.3402328491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6110687256
   testing[          , genome  4532] predictions:    9770/  10000 (97.70%), best:    9752/10000 (97.52%), error:       764.42688, best error:       820.58057 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:58:58 (7024): called boinc_finish(0)

</stderr_txt>
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