Nameexact_genome_1512568488_42_6950_1
Workunit2605947
Created7 Dec 2017, 22:50:36 UTC
Sent7 Dec 2017, 22:55:23 UTC
Report deadline21 Dec 2017, 14:50:14 UTC
Received8 Dec 2017, 20:59:59 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID59339
Run time4 hours 21 min 22 sec
CPU time4 hours 13 min 38 sec
Validate stateValid
Credit3,415.78
Device peak FLOPS3.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>


epoch time: 354.8947753906s, input_fired_time: 6.3423337936, output_fired_time: 4.1784019470, propagate_forward_time: 135.4281005859, propagate_backward_time: 196.8754425049, weight_update_time: 2.1519401073, other_time: 12.0704803467
epoch time: 29.5745048523s, input_fired_time: 2.2803461552, output_fired_time: 0.0000000000, propagate_forward_time: 24.7532119751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5409469604
validation[          , genome  6950] predictions:    9769/  10000 (97.69%), best:    9787/10000 (97.87%), error:       804.02972, best error:       733.40448 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 359.8139038086s, input_fired_time: 6.3624682426, output_fired_time: 3.2821326256, propagate_forward_time: 133.8082580566, propagate_backward_time: 211.3692779541, weight_update_time: 0.1531295776, other_time: 4.9917755127
epoch time: 27.5552139282s, input_fired_time: 0.2821415365, output_fired_time: 0.0000000000, propagate_forward_time: 25.7139472961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5591259003
validation[          , genome  6950] predictions:    9763/  10000 (97.63%), best:    9787/10000 (97.87%), error:       800.44788, best error:       733.40448 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 355.0328979492s, input_fired_time: 12.3045282364, output_fired_time: 8.2497205734, propagate_forward_time: 137.2665405273, propagate_backward_time: 191.1177520752, weight_update_time: 0.1545109749, other_time: 6.0943450928
epoch time: 28.0835475922s, input_fired_time: 1.2749613523, output_fired_time: 0.0000000000, propagate_forward_time: 26.2793407440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292453766
validation[          , genome  6950] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       660.82446, best error:       660.82446 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 353.6614379883s, input_fired_time: 2.2738025188, output_fired_time: 6.1527986526, propagate_forward_time: 142.3376007080, propagate_backward_time: 198.8857421875, weight_update_time: 0.1532828957, other_time: 4.0114898682
epoch time: 28.2427425385s, input_fired_time: 2.2810897827, output_fired_time: 0.0000000000, propagate_forward_time: 23.4191608429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5424919128
validation[          , genome  6950] predictions:    9769/  10000 (97.69%), best:    9799/10000 (97.99%), error:       809.40521, best error:       660.82446 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 346.9165954590s, input_fired_time: 9.3146839142, output_fired_time: 4.1465530396, propagate_forward_time: 135.4721069336, propagate_backward_time: 190.8602600098, weight_update_time: 0.1526936889, other_time: 7.1229858398
epoch time: 29.6636123657s, input_fired_time: 0.2882923484, output_fired_time: 0.0000000000, propagate_forward_time: 28.8374805450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378398895
validation[          , genome  6950] predictions:    9783/  10000 (97.83%), best:    9799/10000 (97.99%), error:       726.07507, best error:       660.82446 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 353.6818847656s, input_fired_time: 6.3553256989, output_fired_time: 7.2153878212, propagate_forward_time: 135.2198181152, propagate_backward_time: 196.8792419434, weight_update_time: 0.1527108103, other_time: 8.0121154785
epoch time: 29.6251373291s, input_fired_time: 0.2781911194, output_fired_time: 0.0000000000, propagate_forward_time: 28.8164787292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5304679871
validation[          , genome  6950] predictions:    9776/  10000 (97.76%), best:    9799/10000 (97.99%), error:       746.51392, best error:       660.82446 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 350.5006713867s, input_fired_time: 5.2995977402, output_fired_time: 8.1956558228, propagate_forward_time: 116.7425460815, propagate_backward_time: 213.2110290527, weight_update_time: 0.1490796506, other_time: 7.0518493652
epoch time: 27.0741348267s, input_fired_time: 0.2719365656, output_fired_time: 0.0000000000, propagate_forward_time: 25.2610626221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5411357880
validation[          , genome  6950] predictions:    9759/  10000 (97.59%), best:    9799/10000 (97.99%), error:       788.46387, best error:       660.82446 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 354.8499450684s, input_fired_time: 2.3091750145, output_fired_time: 5.2262816429, propagate_forward_time: 123.4038543701, propagate_backward_time: 215.7828063965, weight_update_time: 1.1525751352, other_time: 8.1278228760
epoch time: 28.1918296814s, input_fired_time: 2.3006062508, output_fired_time: 0.0000000000, propagate_forward_time: 25.3693027496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5219211578
validation[          , genome  6950] predictions:    9733/  10000 (97.33%), best:    9799/10000 (97.99%), error:       858.95862, best error:       660.82446 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 355.5291442871s, input_fired_time: 5.4489569664, output_fired_time: 7.2040042877, propagate_forward_time: 136.1525878906, propagate_backward_time: 199.4551544189, weight_update_time: 0.1537011415, other_time: 7.2684478760
epoch time: 29.6203918457s, input_fired_time: 0.2838003635, output_fired_time: 0.0000000000, propagate_forward_time: 26.7461967468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5903949738
validation[          , genome  6950] predictions:    9646/  10000 (96.46%), best:    9799/10000 (97.99%), error:      1102.21338, best error:       660.82446 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 355.5380249023s, input_fired_time: 6.2926764488, output_fired_time: 5.1761102676, propagate_forward_time: 134.7587432861, propagate_backward_time: 198.2169647217, weight_update_time: 0.1516534388, other_time: 11.0935363770
epoch time: 29.3463382721s, input_fired_time: 0.2792445421, output_fired_time: 0.0000000000, propagate_forward_time: 27.4967479706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5703449249
validation[          , genome  6950] predictions:    9706/  10000 (97.06%), best:    9799/10000 (97.99%), error:       949.30865, best error:       660.82446 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 358.0088806152s, input_fired_time: 4.3289856911, output_fired_time: 6.1638040543, propagate_forward_time: 132.7663421631, propagate_backward_time: 209.7625427246, weight_update_time: 0.1535529345, other_time: 4.9871978760
epoch time: 27.5140457153s, input_fired_time: 0.2816048265, output_fired_time: 0.0000000000, propagate_forward_time: 26.6457366943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5867042542
validation[          , genome  6950] predictions:    9789/  10000 (97.89%), best:    9799/10000 (97.99%), error:       728.00476, best error:       660.82446 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 348.0558776855s, input_fired_time: 7.2919516563, output_fired_time: 3.1264941692, propagate_forward_time: 112.2292633057, propagate_backward_time: 215.1773529053, weight_update_time: 1.2143049240, other_time: 10.2308044434
epoch time: 27.3480854034s, input_fired_time: 1.2840770483, output_fired_time: 0.0000000000, propagate_forward_time: 24.5025234222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5614852905
validation[          , genome  6950] predictions:    9773/  10000 (97.73%), best:    9799/10000 (97.99%), error:       779.04297, best error:       660.82446 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 355.7590026855s, input_fired_time: 6.3977065086, output_fired_time: 6.2280712128, propagate_forward_time: 133.4640502930, propagate_backward_time: 200.5003509521, weight_update_time: 1.1527671814, other_time: 9.1688385010
epoch time: 29.7634487152s, input_fired_time: 0.2862194777, output_fired_time: 0.0000000000, propagate_forward_time: 26.8983631134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5788669586
validation[          , genome  6950] predictions:    9814/  10000 (98.14%), best:    9799/10000 (97.99%), error:       671.35400, best error:       660.82446 on epoch:    17, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 350.5737915039s, input_fired_time: 9.4384155273, output_fired_time: 4.1959228516, propagate_forward_time: 131.3800659180, propagate_backward_time: 197.5570983887, weight_update_time: 0.1506564319, other_time: 8.0022888184
epoch time: 29.3472785950s, input_fired_time: 2.2748548985, output_fired_time: 0.0000000000, propagate_forward_time: 24.5155601501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5568637848
validation[          , genome  6950] predictions:    9759/  10000 (97.59%), best:    9799/10000 (97.99%), error:       801.31720, best error:       660.82446 on epoch:    17, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 351.9829406738s, input_fired_time: 4.3979530334, output_fired_time: 5.1368494034, propagate_forward_time: 134.6861114502, propagate_backward_time: 198.6499328613, weight_update_time: 1.1518312693, other_time: 9.1121063232
epoch time: 28.2380218506s, input_fired_time: 0.2755596042, output_fired_time: 0.0000000000, propagate_forward_time: 25.4360237122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5264377594
validation[          , genome  6950] predictions:    9731/  10000 (97.31%), best:    9799/10000 (97.99%), error:       925.13965, best error:       660.82446 on epoch:    17, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 357.3598022461s, input_fired_time: 2.3545732498, output_fired_time: 6.2227683067, propagate_forward_time: 125.6406097412, propagate_backward_time: 215.9736480713, weight_update_time: 0.1534533501, other_time: 7.1681823730
epoch time: 29.2653350830s, input_fired_time: 0.2834786773, output_fired_time: 0.0000000000, propagate_forward_time: 27.4153499603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5665073395
validation[          , genome  6950] predictions:    9786/  10000 (97.86%), best:    9799/10000 (97.99%), error:       747.75873, best error:       660.82446 on epoch:    17, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 350.8646240234s, input_fired_time: 6.3016519547, output_fired_time: 4.1348824501, propagate_forward_time: 143.0305633545, propagate_backward_time: 191.4139862061, weight_update_time: 0.1513794512, other_time: 5.9835205078
epoch time: 29.5152759552s, input_fired_time: 0.2840107083, output_fired_time: 0.0000000000, propagate_forward_time: 28.6844863892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467796326
validation[          , genome  6950] predictions:    9813/  10000 (98.13%), best:    9799/10000 (97.99%), error:       688.62634, best error:       660.82446 on epoch:    17, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 358.4875793457s, input_fired_time: 7.3587365150, output_fired_time: 4.2309837341, propagate_forward_time: 138.2817077637, propagate_backward_time: 199.4219665527, weight_update_time: 0.1531640589, other_time: 9.1941833496
epoch time: 29.8458728790s, input_fired_time: 0.2891026437, output_fired_time: 0.0000000000, propagate_forward_time: 28.0162162781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5405540466
validation[          , genome  6950] predictions:    9743/  10000 (97.43%), best:    9799/10000 (97.99%), error:       825.17181, best error:       660.82446 on epoch:    17, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 357.0111083984s, input_fired_time: 9.4304237366, output_fired_time: 2.1802551746, propagate_forward_time: 121.5772857666, propagate_backward_time: 211.7006835938, weight_update_time: 0.1518101245, other_time: 12.1224517822
epoch time: 29.5920124054s, input_fired_time: 0.2843149900, output_fired_time: 0.0000000000, propagate_forward_time: 26.7544231415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5532741547
validation[          , genome  6950] predictions:    9788/  10000 (97.88%), best:    9799/10000 (97.99%), error:       717.50287, best error:       660.82446 on epoch:    17, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 347.9650878906s, input_fired_time: 4.3615503311, output_fired_time: 6.1675252914, propagate_forward_time: 131.2148590088, propagate_backward_time: 196.1073608398, weight_update_time: 0.1520890594, other_time: 10.1138153076
epoch time: 30.6722316742s, input_fired_time: 0.2840349376, output_fired_time: 0.0000000000, propagate_forward_time: 29.8555469513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326499939
validation[          , genome  6950] predictions:    9763/  10000 (97.63%), best:    9799/10000 (97.99%), error:       799.79712, best error:       660.82446 on epoch:    17, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 357.1924438477s, input_fired_time: 12.5030603409, output_fired_time: 6.3015522957, propagate_forward_time: 136.2685852051, propagate_backward_time: 197.9323883057, weight_update_time: 0.1531924307, other_time: 4.1868743896
epoch time: 28.2074089050s, input_fired_time: 1.2788860798, output_fired_time: 0.0000000000, propagate_forward_time: 24.3571434021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5713787079
validation[          , genome  6950] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       650.27576, best error:       650.27576 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 358.2685852051s, input_fired_time: 5.4060664177, output_fired_time: 10.2486877441, propagate_forward_time: 139.8823242188, propagate_backward_time: 193.6572113037, weight_update_time: 0.1532790363, other_time: 9.0742950439
epoch time: 27.6225643158s, input_fired_time: 0.2787275016, output_fired_time: 0.0000000000, propagate_forward_time: 26.8196449280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5241928101
validation[          , genome  6950] predictions:    9786/  10000 (97.86%), best:    9800/10000 (98.00%), error:       693.57123, best error:       650.27576 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 359.6337280273s, input_fired_time: 3.4079077244, output_fired_time: 4.2027482986, propagate_forward_time: 136.5196990967, propagate_backward_time: 208.4184722900, weight_update_time: 0.1533260643, other_time: 7.0848999023
epoch time: 28.5413837433s, input_fired_time: 3.3004925251, output_fired_time: 0.0000000000, propagate_forward_time: 24.7049484253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359420776
validation[          , genome  6950] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       689.65948, best error:       650.27576 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 355.0805053711s, input_fired_time: 6.3257532120, output_fired_time: 4.1948676109, propagate_forward_time: 126.2746810913, propagate_backward_time: 206.1226043701, weight_update_time: 0.1518734545, other_time: 12.1626129150
epoch time: 27.7702789307s, input_fired_time: 0.2910980880, output_fired_time: 0.0000000000, propagate_forward_time: 25.8957729340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5834083557
validation[          , genome  6950] predictions:    9759/  10000 (97.59%), best:    9800/10000 (98.00%), error:       824.85742, best error:       650.27576 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 355.5622863770s, input_fired_time: 4.3704113960, output_fired_time: 6.2003092766, propagate_forward_time: 129.6973876953, propagate_backward_time: 207.1069641113, weight_update_time: 0.1508686244, other_time: 8.1871948242
epoch time: 29.6170425415s, input_fired_time: 0.2813050449, output_fired_time: 0.0000000000, propagate_forward_time: 28.8157901764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5199470520
validation[          , genome  6950] predictions:    9751/  10000 (97.51%), best:    9800/10000 (98.00%), error:       888.41864, best error:       650.27576 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 355.4877014160s, input_fired_time: 8.4244489670, output_fired_time: 8.2332916260, propagate_forward_time: 117.0429458618, propagate_backward_time: 213.6211395264, weight_update_time: 0.2154463828, other_time: 8.1658782959
epoch time: 29.8270015717s, input_fired_time: 0.2939772606, output_fired_time: 0.0000000000, propagate_forward_time: 26.9628143311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5702095032
validation[          , genome  6950] predictions:    9782/  10000 (97.82%), best:    9800/10000 (98.00%), error:       725.71185, best error:       650.27576 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 359.7120361328s, input_fired_time: 9.4003362656, output_fired_time: 4.2676720619, propagate_forward_time: 133.1905364990, propagate_backward_time: 200.7118835449, weight_update_time: 0.1507282704, other_time: 12.1416168213
epoch time: 28.7403163910s, input_fired_time: 0.2837487757, output_fired_time: 0.0000000000, propagate_forward_time: 27.9166431427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399246216
validation[          , genome  6950] predictions:    9778/  10000 (97.78%), best:    9800/10000 (98.00%), error:       728.61121, best error:       650.27576 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 355.7380065918s, input_fired_time: 6.4073710442, output_fired_time: 5.2367033958, propagate_forward_time: 139.1231231689, propagate_backward_time: 198.8752593994, weight_update_time: 0.1806621104, other_time: 6.0955505371
epoch time: 28.1768455505s, input_fired_time: 0.3123372495, output_fired_time: 0.0000000000, propagate_forward_time: 27.3236827850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408248901
validation[          , genome  6950] predictions:    9817/  10000 (98.17%), best:    9800/10000 (98.00%), error:       670.07367, best error:       650.27576 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 356.2132568359s, input_fired_time: 7.4309763908, output_fired_time: 4.1928052902, propagate_forward_time: 139.1047821045, propagate_backward_time: 198.4419708252, weight_update_time: 0.1533662230, other_time: 7.0427246094
epoch time: 27.9066467285s, input_fired_time: 0.2807891667, output_fired_time: 0.0000000000, propagate_forward_time: 27.0971584320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286998749
validation[          , genome  6950] predictions:    9801/  10000 (98.01%), best:    9800/10000 (98.00%), error:       669.58740, best error:       650.27576 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 352.7977294922s, input_fired_time: 8.3278408051, output_fired_time: 6.1632380486, propagate_forward_time: 117.6973419189, propagate_backward_time: 212.4677581787, weight_update_time: 0.1516420841, other_time: 8.1415405273
epoch time: 29.4655952454s, input_fired_time: 0.2846848071, output_fired_time: 0.0000000000, propagate_forward_time: 28.6424331665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384769440
validation[          , genome  6950] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       644.42950, best error:       644.42950 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 357.8016662598s, input_fired_time: 7.4794335365, output_fired_time: 4.3150081635, propagate_forward_time: 134.3988189697, propagate_backward_time: 202.5094757080, weight_update_time: 0.1529530287, other_time: 9.0989379883
epoch time: 27.1947860718s, input_fired_time: 0.2859958410, output_fired_time: 0.0000000000, propagate_forward_time: 26.3795299530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292606354
validation[          , genome  6950] predictions:    9784/  10000 (97.84%), best:    9810/10000 (98.10%), error:       767.09320, best error:       644.42950 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 362.6474609375s, input_fired_time: 6.3537955284, output_fired_time: 10.3122987747, propagate_forward_time: 136.3469085693, propagate_backward_time: 204.5238952637, weight_update_time: 0.1538948417, other_time: 5.1105804443
epoch time: 27.5274085999s, input_fired_time: 1.2915073633, output_fired_time: 0.0000000000, propagate_forward_time: 24.6809387207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5549621582
validation[          , genome  6950] predictions:    9788/  10000 (97.88%), best:    9810/10000 (98.10%), error:       757.99182, best error:       644.42950 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 362.6275024414s, input_fired_time: 5.4099421501, output_fired_time: 5.1856861115, propagate_forward_time: 120.0285263062, propagate_backward_time: 224.9775238037, weight_update_time: 0.1536807865, other_time: 7.0258026123
epoch time: 27.6064796448s, input_fired_time: 0.3086020947, output_fired_time: 0.0000000000, propagate_forward_time: 26.7457771301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5521011353
validation[          , genome  6950] predictions:    9778/  10000 (97.78%), best:    9810/10000 (98.10%), error:       794.23499, best error:       644.42950 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 355.0384826660s, input_fired_time: 5.3330593109, output_fired_time: 3.3485147953, propagate_forward_time: 145.9175262451, propagate_backward_time: 194.4133148193, weight_update_time: 2.1834607124, other_time: 6.0260620117
epoch time: 29.2235660553s, input_fired_time: 2.3143262863, output_fired_time: 0.0000000000, propagate_forward_time: 26.3770198822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5322208405
validation[          , genome  6950] predictions:    9751/  10000 (97.51%), best:    9810/10000 (98.10%), error:       847.19086, best error:       644.42950 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 358.7041320801s, input_fired_time: 7.3161058426, output_fired_time: 8.2826261520, propagate_forward_time: 135.4648284912, propagate_backward_time: 198.5764312744, weight_update_time: 0.1539341062, other_time: 9.0641479492
epoch time: 28.5564384460s, input_fired_time: 0.2935091257, output_fired_time: 0.0000000000, propagate_forward_time: 27.7295780182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333518982
validation[          , genome  6950] predictions:    9746/  10000 (97.46%), best:    9810/10000 (98.10%), error:       909.19141, best error:       644.42950 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 361.5046691895s, input_fired_time: 3.4958178997, output_fired_time: 3.2511680126, propagate_forward_time: 142.2167205811, propagate_backward_time: 205.5303497314, weight_update_time: 2.1529886723, other_time: 7.0106201172
epoch time: 29.5515060425s, input_fired_time: 0.2796710730, output_fired_time: 0.0000000000, propagate_forward_time: 28.7536792755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5181560516
validation[          , genome  6950] predictions:    9780/  10000 (97.80%), best:    9810/10000 (98.10%), error:       726.04083, best error:       644.42950 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 355.4030761719s, input_fired_time: 4.3052196503, output_fired_time: 5.1894130707, propagate_forward_time: 133.0597229004, propagate_backward_time: 205.7684936523, weight_update_time: 0.1520596743, other_time: 7.0802307129
epoch time: 29.3500709534s, input_fired_time: 0.2822306752, output_fired_time: 0.0000000000, propagate_forward_time: 28.5410385132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5268020630
validation[          , genome  6950] predictions:    9795/  10000 (97.95%), best:    9810/10000 (98.10%), error:       709.02362, best error:       644.42950 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 360.4653625488s, input_fired_time: 10.4955520630, output_fired_time: 3.1866123676, propagate_forward_time: 123.9941940308, propagate_backward_time: 212.5196380615, weight_update_time: 2.1680748463, other_time: 10.2693634033
epoch time: 30.3578815460s, input_fired_time: 0.3025259972, output_fired_time: 0.0000000000, propagate_forward_time: 28.4543800354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6009750366
validation[          , genome  6950] predictions:    9772/  10000 (97.72%), best:    9810/10000 (98.10%), error:       759.93805, best error:       644.42950 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 361.0319213867s, input_fired_time: 4.4479951859, output_fired_time: 4.2122583389, propagate_forward_time: 135.1447296143, propagate_backward_time: 209.1357879639, weight_update_time: 0.1553589255, other_time: 8.0911560059
epoch time: 27.7637825012s, input_fired_time: 1.3394720554, output_fired_time: 0.0000000000, propagate_forward_time: 22.8288879395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5954227448
validation[          , genome  6950] predictions:    9812/  10000 (98.12%), best:    9810/10000 (98.10%), error:       650.07788, best error:       644.42950 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 354.6037902832s, input_fired_time: 7.3379459381, output_fired_time: 4.1759839058, propagate_forward_time: 126.9278640747, propagate_backward_time: 206.0483856201, weight_update_time: 1.1531354189, other_time: 10.1136016846
epoch time: 28.2859420776s, input_fired_time: 1.2836569548, output_fired_time: 0.0000000000, propagate_forward_time: 26.4639511108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5383338928
validation[          , genome  6950] predictions:    9769/  10000 (97.69%), best:    9810/10000 (98.10%), error:       813.46051, best error:       644.42950 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 351.9702453613s, input_fired_time: 11.3707542419, output_fired_time: 4.2189707756, propagate_forward_time: 128.8518524170, propagate_backward_time: 199.5248107910, weight_update_time: 1.1635266542, other_time: 8.0038604736
epoch time: 29.7245559692s, input_fired_time: 2.2986025810, output_fired_time: 0.0000000000, propagate_forward_time: 26.8775711060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5483818054
validation[          , genome  6950] predictions:    9678/  10000 (96.78%), best:    9810/10000 (98.10%), error:      1110.71606, best error:       644.42950 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 353.1688232422s, input_fired_time: 6.3761491776, output_fired_time: 4.1520290375, propagate_forward_time: 137.5726776123, propagate_backward_time: 196.9729919434, weight_update_time: 0.1536827087, other_time: 8.0949554443
epoch time: 27.4157600403s, input_fired_time: 0.2848114073, output_fired_time: 0.0000000000, propagate_forward_time: 26.5999050140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5310440063
validation[          , genome  6950] predictions:    9772/  10000 (97.72%), best:    9810/10000 (98.10%), error:       765.20471, best error:       644.42950 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 352.1177978516s, input_fired_time: 8.3926067352, output_fired_time: 9.2204999924, propagate_forward_time: 129.3824920654, propagate_backward_time: 190.0039062500, weight_update_time: 0.1536017805, other_time: 15.1183013916
epoch time: 28.1867790222s, input_fired_time: 2.2989027500, output_fired_time: 0.0000000000, propagate_forward_time: 25.3573379517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5305385590
validation[          , genome  6950] predictions:    9790/  10000 (97.90%), best:    9810/10000 (98.10%), error:       668.41333, best error:       644.42950 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 355.4000549316s, input_fired_time: 5.3363947868, output_fired_time: 6.2128944397, propagate_forward_time: 134.2771148682, propagate_backward_time: 201.5345153809, weight_update_time: 3.1565072536, other_time: 8.0391387939
epoch time: 30.0309696198s, input_fired_time: 0.3017380238, output_fired_time: 0.0000000000, propagate_forward_time: 29.1620674133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5671634674
validation[          , genome  6950] predictions:    9831/  10000 (98.31%), best:    9831/10000 (98.31%), error:       598.50763, best error:       598.50763 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 356.7033081055s, input_fired_time: 4.3354105949, output_fired_time: 8.2404308319, propagate_forward_time: 149.4320526123, propagate_backward_time: 185.5796661377, weight_update_time: 0.1530994773, other_time: 9.1157531738
epoch time: 27.3681106567s, input_fired_time: 0.3139691353, output_fired_time: 0.0000000000, propagate_forward_time: 26.5246753693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294666290
validation[          , genome  6950] predictions:    9802/  10000 (98.02%), best:    9831/10000 (98.31%), error:       697.17578, best error:       598.50763 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 352.5097045898s, input_fired_time: 6.3544502258, output_fired_time: 8.1776485443, propagate_forward_time: 126.5389404297, propagate_backward_time: 205.4537811279, weight_update_time: 0.1509757191, other_time: 5.9848785400
epoch time: 28.5362281799s, input_fired_time: 0.2767443955, output_fired_time: 0.0000000000, propagate_forward_time: 27.7382831573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212001801
validation[          , genome  6950] predictions:    9794/  10000 (97.94%), best:    9831/10000 (98.31%), error:       703.18567, best error:       598.50763 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 351.4118347168s, input_fired_time: 12.4101028442, output_fired_time: 6.2455697060, propagate_forward_time: 119.3008956909, propagate_backward_time: 208.4842071533, weight_update_time: 0.1503629684, other_time: 4.9710540771
epoch time: 27.8629455566s, input_fired_time: 0.2868854403, output_fired_time: 0.0000000000, propagate_forward_time: 26.0514564514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5246028900
validation[          , genome  6950] predictions:    9800/  10000 (98.00%), best:    9831/10000 (98.31%), error:       718.75946, best error:       598.50763 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 350.7767333984s, input_fired_time: 7.4293913841, output_fired_time: 6.1330742836, propagate_forward_time: 115.6168670654, propagate_backward_time: 215.6075439453, weight_update_time: 0.1510977894, other_time: 5.9898529053
epoch time: 28.0729236603s, input_fired_time: 2.2814826965, output_fired_time: 0.0000000000, propagate_forward_time: 25.2718734741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5195674896
validation[          , genome  6950] predictions:    9827/  10000 (98.27%), best:    9831/10000 (98.31%), error:       634.49683, best error:       598.50763 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 354.6729736328s, input_fired_time: 2.3296327591, output_fired_time: 6.2363886833, propagate_forward_time: 126.9012298584, propagate_backward_time: 212.1124267578, weight_update_time: 0.1541498750, other_time: 7.0933074951
epoch time: 29.8636207581s, input_fired_time: 0.2822058797, output_fired_time: 0.0000000000, propagate_forward_time: 26.9941997528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5872154236
validation[          , genome  6950] predictions:    9825/  10000 (98.25%), best:    9831/10000 (98.31%), error:       632.26392, best error:       598.50763 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 360.0206298828s, input_fired_time: 5.4456777573, output_fired_time: 5.2662901878, propagate_forward_time: 136.6355590820, propagate_backward_time: 204.4457397461, weight_update_time: 2.1834788322, other_time: 8.2273559570
epoch time: 28.8018970490s, input_fired_time: 4.2876720428, output_fired_time: 0.0000000000, propagate_forward_time: 23.9860591888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5281658173
validation[          , genome  6950] predictions:    9793/  10000 (97.93%), best:    9831/10000 (98.31%), error:       726.43414, best error:       598.50763 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 357.8590087891s, input_fired_time: 3.4735934734, output_fired_time: 9.2637052536, propagate_forward_time: 132.3109283447, propagate_backward_time: 208.8444213867, weight_update_time: 0.1521953493, other_time: 3.9663543701
epoch time: 28.5767650604s, input_fired_time: 2.3972845078, output_fired_time: 0.0000000000, propagate_forward_time: 23.5552062988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6242752075
validation[          , genome  6950] predictions:    9834/  10000 (98.34%), best:    9831/10000 (98.31%), error:       620.36102, best error:       598.50763 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 355.0703125000s, input_fired_time: 4.4068880081, output_fired_time: 11.2652921677, propagate_forward_time: 131.8307800293, propagate_backward_time: 200.5138549805, weight_update_time: 0.1535207778, other_time: 7.0534973145
epoch time: 29.5217895508s, input_fired_time: 0.2934039533, output_fired_time: 0.0000000000, propagate_forward_time: 28.6613979340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5669879913
validation[          , genome  6950] predictions:    9788/  10000 (97.88%), best:    9831/10000 (98.31%), error:       709.72766, best error:       598.50763 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 350.6662292480s, input_fired_time: 3.3724822998, output_fired_time: 5.2065029144, propagate_forward_time: 135.8117065430, propagate_backward_time: 196.2773132324, weight_update_time: 0.1525600702, other_time: 9.9982299805
epoch time: 29.7147312164s, input_fired_time: 2.2948119640, output_fired_time: 0.0000000000, propagate_forward_time: 24.8418331146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5780868530
validation[          , genome  6950] predictions:    9749/  10000 (97.49%), best:    9831/10000 (98.31%), error:       920.32263, best error:       598.50763 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 351.7797546387s, input_fired_time: 5.3337135315, output_fired_time: 9.1806173325, propagate_forward_time: 125.4572830200, propagate_backward_time: 202.7573852539, weight_update_time: 0.1521509290, other_time: 9.0507812500
epoch time: 28.4977302551s, input_fired_time: 0.2819892168, output_fired_time: 0.0000000000, propagate_forward_time: 22.6240978241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.5916423798
validation[          , genome  6950] predictions:    9786/  10000 (97.86%), best:    9831/10000 (98.31%), error:       768.70966, best error:       598.50763 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 354.3237915039s, input_fired_time: 6.3825845718, output_fired_time: 8.2015876770, propagate_forward_time: 152.0466918945, propagate_backward_time: 183.5498657227, weight_update_time: 0.1531278938, other_time: 4.1430358887
epoch time: 27.0258922577s, input_fired_time: 0.2806711495, output_fired_time: 0.0000000000, propagate_forward_time: 26.2372570038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5079631805
validation[          , genome  6950] predictions:    9675/  10000 (96.75%), best:    9831/10000 (98.31%), error:      1198.77539, best error:       598.50763 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 353.0053405762s, input_fired_time: 3.3684384823, output_fired_time: 7.2274751663, propagate_forward_time: 133.7599792480, propagate_backward_time: 200.5512390137, weight_update_time: 0.1533156037, other_time: 8.0982055664
epoch time: 27.6937103271s, input_fired_time: 0.2951325476, output_fired_time: 0.0000000000, propagate_forward_time: 26.8437957764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5547828674
validation[          , genome  6950] predictions:    9760/  10000 (97.60%), best:    9831/10000 (98.31%), error:       780.40149, best error:       598.50763 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 355.7452392578s, input_fired_time: 5.3431830406, output_fired_time: 2.1832294464, propagate_forward_time: 126.3107833862, propagate_backward_time: 212.8638305664, weight_update_time: 0.1530792266, other_time: 9.0442199707
epoch time: 29.8816852570s, input_fired_time: 1.2956247330, output_fired_time: 0.0000000000, propagate_forward_time: 28.0216388702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5644207001
validation[          , genome  6950] predictions:    9828/  10000 (98.28%), best:    9828/10000 (98.28%), error:       590.84290, best error:       590.84290 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 361.5794067383s, input_fired_time: 6.4285798073, output_fired_time: 2.1852729321, propagate_forward_time: 133.2132873535, propagate_backward_time: 214.7148437500, weight_update_time: 0.1546943337, other_time: 5.0374145508
epoch time: 28.6943817139s, input_fired_time: 0.2840276659, output_fired_time: 0.0000000000, propagate_forward_time: 26.8752174377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5351371765
validation[          , genome  6950] predictions:    9797/  10000 (97.97%), best:    9828/10000 (98.28%), error:       685.74994, best error:       590.84290 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 362.0037536621s, input_fired_time: 2.3838820457, output_fired_time: 7.2029199600, propagate_forward_time: 118.1260223389, propagate_backward_time: 225.2149200439, weight_update_time: 0.1509837359, other_time: 9.0760192871
epoch time: 29.3918666840s, input_fired_time: 1.2905414104, output_fired_time: 0.0000000000, propagate_forward_time: 22.5663928986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.5349330902
validation[          , genome  6950] predictions:    9803/  10000 (98.03%), best:    9828/10000 (98.28%), error:       689.54053, best error:       590.84290 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 370.3182678223s, input_fired_time: 6.5294308662, output_fired_time: 6.2912764549, propagate_forward_time: 125.3989105225, propagate_backward_time: 219.8830261230, weight_update_time: 2.1664083004, other_time: 12.2156219482
epoch time: 29.7912750244s, input_fired_time: 1.3074856997, output_fired_time: 0.0000000000, propagate_forward_time: 26.9420986176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5416908264
validation[          , genome  6950] predictions:    9725/  10000 (97.25%), best:    9828/10000 (98.28%), error:      1034.41406, best error:       590.84290 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 368.5168151855s, input_fired_time: 2.5525474548, output_fired_time: 5.3150897026, propagate_forward_time: 135.2099151611, propagate_backward_time: 213.2886962891, weight_update_time: 0.1540307552, other_time: 12.1505584717
epoch time: 29.1763362885s, input_fired_time: 0.3508438170, output_fired_time: 0.0000000000, propagate_forward_time: 24.1621417999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.6633510590
validation[          , genome  6950] predictions:    9821/  10000 (98.21%), best:    9828/10000 (98.28%), error:       642.62689, best error:       590.84290 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 365.5518188477s, input_fired_time: 6.4225764275, output_fired_time: 5.2823820114, propagate_forward_time: 143.9014129639, propagate_backward_time: 200.7847442627, weight_update_time: 2.2250990868, other_time: 9.1607055664
epoch time: 29.7414131165s, input_fired_time: 0.3179316819, output_fired_time: 0.0000000000, propagate_forward_time: 27.8929252625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5305557251
validation[          , genome  6950] predictions:    9753/  10000 (97.53%), best:    9828/10000 (98.28%), error:       842.78790, best error:       590.84290 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 364.9995117188s, input_fired_time: 11.4178676605, output_fired_time: 3.3276042938, propagate_forward_time: 133.9971771240, propagate_backward_time: 210.2291564941, weight_update_time: 0.1835241318, other_time: 6.0276947021
epoch time: 28.0841102600s, input_fired_time: 0.3519315422, output_fired_time: 0.0000000000, propagate_forward_time: 27.1747245789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5574550629
validation[          , genome  6950] predictions:    9802/  10000 (98.02%), best:    9828/10000 (98.28%), error:       689.85120, best error:       590.84290 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 350.3880004883s, input_fired_time: 6.3707075119, output_fired_time: 3.1697075367, propagate_forward_time: 127.4699172974, propagate_backward_time: 207.2735748291, weight_update_time: 0.1532350034, other_time: 6.1041107178
epoch time: 27.1895046234s, input_fired_time: 0.2798110843, output_fired_time: 0.0000000000, propagate_forward_time: 24.3058128357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6038799286
validation[          , genome  6950] predictions:    9820/  10000 (98.20%), best:    9828/10000 (98.28%), error:       632.30426, best error:       590.84290 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 354.4338684082s, input_fired_time: 7.4906816483, output_fired_time: 6.1532049179, propagate_forward_time: 116.7892761230, propagate_backward_time: 214.9318389893, weight_update_time: 0.1527410597, other_time: 9.0688629150
epoch time: 28.5059947968s, input_fired_time: 0.2814384997, output_fired_time: 0.0000000000, propagate_forward_time: 25.6784973145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5460586548
validation[          , genome  6950] predictions:    9789/  10000 (97.89%), best:    9828/10000 (98.28%), error:       726.90771, best error:       590.84290 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 366.8695678711s, input_fired_time: 8.5013084412, output_fired_time: 6.3087282181, propagate_forward_time: 139.0489807129, propagate_backward_time: 207.8597869873, weight_update_time: 0.1543344855, other_time: 5.1507720947
epoch time: 29.8677673340s, input_fired_time: 0.2874719203, output_fired_time: 0.0000000000, propagate_forward_time: 28.9871635437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5931320190
validation[          , genome  6950] predictions:    9759/  10000 (97.59%), best:    9828/10000 (98.28%), error:       857.44086, best error:       590.84290 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 363.4803466797s, input_fired_time: 5.4388008118, output_fired_time: 6.1932907104, propagate_forward_time: 143.4640350342, propagate_backward_time: 203.2576904297, weight_update_time: 2.2023115158, other_time: 5.1265106201
epoch time: 29.4529933929s, input_fired_time: 3.2888705730, output_fired_time: 0.0000000000, propagate_forward_time: 23.5939483643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5701751709
validation[          , genome  6950] predictions:    9789/  10000 (97.89%), best:    9828/10000 (98.28%), error:       710.15820, best error:       590.84290 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 361.7393493652s, input_fired_time: 2.4078776836, output_fired_time: 6.2357597351, propagate_forward_time: 149.6935882568, propagate_backward_time: 198.3290710449, weight_update_time: 0.1547234505, other_time: 5.0730743408
epoch time: 28.6904087067s, input_fired_time: 0.3615529835, output_fired_time: 0.0000000000, propagate_forward_time: 25.7153263092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6135292053
validation[          , genome  6950] predictions:    9786/  10000 (97.86%), best:    9828/10000 (98.28%), error:       718.35822, best error:       590.84290 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 361.4577026367s, input_fired_time: 9.3850698471, output_fired_time: 6.2862620354, propagate_forward_time: 121.9395904541, propagate_backward_time: 212.7841033936, weight_update_time: 0.1517999023, other_time: 11.0626831055
epoch time: 28.7513446808s, input_fired_time: 1.3427994251, output_fired_time: 0.0000000000, propagate_forward_time: 26.8668880463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416564941
validation[          , genome  6950] predictions:    9817/  10000 (98.17%), best:    9828/10000 (98.28%), error:       642.18250, best error:       590.84290 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 360.8671569824s, input_fired_time: 2.4157564640, output_fired_time: 4.2088136673, propagate_forward_time: 125.0858917236, propagate_backward_time: 217.9402770996, weight_update_time: 0.1539534181, other_time: 11.2164154053
epoch time: 29.3130817413s, input_fired_time: 1.2911955118, output_fired_time: 0.0000000000, propagate_forward_time: 27.4858207703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360660553
validation[          , genome  6950] predictions:    9834/  10000 (98.34%), best:    9828/10000 (98.28%), error:       603.42273, best error:       590.84290 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 360.4968872070s, input_fired_time: 6.3253602982, output_fired_time: 5.1979131699, propagate_forward_time: 125.0762023926, propagate_backward_time: 216.7603912354, weight_update_time: 2.1882829666, other_time: 7.1370391846
epoch time: 29.6273784637s, input_fired_time: 2.3022162914, output_fired_time: 0.0000000000, propagate_forward_time: 26.7600193024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5651435852
validation[          , genome  6950] predictions:    9800/  10000 (98.00%), best:    9828/10000 (98.28%), error:       705.12036, best error:       590.84290 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 363.2372741699s, input_fired_time: 8.3319501877, output_fired_time: 8.4141626358, propagate_forward_time: 125.0591278076, propagate_backward_time: 208.3079071045, weight_update_time: 0.1524787396, other_time: 13.1241455078
epoch time: 29.9491252899s, input_fired_time: 0.2903246284, output_fired_time: 0.0000000000, propagate_forward_time: 29.0875320435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5712680817
validation[          , genome  6950] predictions:    9777/  10000 (97.77%), best:    9828/10000 (98.28%), error:       708.88019, best error:       590.84290 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 354.6319885254s, input_fired_time: 6.4507389069, output_fired_time: 2.1472115517, propagate_forward_time: 135.0242462158, propagate_backward_time: 203.9107360840, weight_update_time: 0.1514246464, other_time: 7.0990447998
epoch time: 27.3284378052s, input_fired_time: 1.2841794491, output_fired_time: 0.0000000000, propagate_forward_time: 25.4856662750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5585918427
validation[          , genome  6950] predictions:    9780/  10000 (97.80%), best:    9828/10000 (98.28%), error:       771.71930, best error:       590.84290 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 359.6032714844s, input_fired_time: 9.4976644516, output_fired_time: 5.2289123535, propagate_forward_time: 116.2519226074, propagate_backward_time: 214.4369354248, weight_update_time: 0.1548311412, other_time: 14.1878509521
epoch time: 24.4235019684s, input_fired_time: 0.2898875773, output_fired_time: 0.0000000000, propagate_forward_time: 23.6030788422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5305347443
validation[          , genome  6950] predictions:    9820/  10000 (98.20%), best:    9828/10000 (98.28%), error:       657.95544, best error:       590.84290 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 356.1866760254s, input_fired_time: 8.3961076736, output_fired_time: 6.3677926064, propagate_forward_time: 131.1861724854, propagate_backward_time: 204.1305999756, weight_update_time: 0.1535244733, other_time: 6.1059875488
epoch time: 29.5902118683s, input_fired_time: 2.2950518131, output_fired_time: 0.0000000000, propagate_forward_time: 26.7031269073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5920333862
validation[          , genome  6950] predictions:    9822/  10000 (98.22%), best:    9828/10000 (98.28%), error:       619.90234, best error:       590.84290 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 352.5414123535s, input_fired_time: 4.4463005066, output_fired_time: 5.2723293304, propagate_forward_time: 127.1847152710, propagate_backward_time: 206.5852203369, weight_update_time: 2.1545219421, other_time: 9.0528411865
epoch time: 28.4652423859s, input_fired_time: 0.2877620757, output_fired_time: 0.0000000000, propagate_forward_time: 25.5954475403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5820331573
validation[          , genome  6950] predictions:    9808/  10000 (98.08%), best:    9828/10000 (98.28%), error:       665.17639, best error:       590.84290 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 363.0777587891s, input_fired_time: 10.4350624084, output_fired_time: 7.2731466293, propagate_forward_time: 143.0567169189, propagate_backward_time: 194.0914764404, weight_update_time: 1.1614551544, other_time: 8.2213745117
epoch time: 27.5728855133s, input_fired_time: 0.2913624644, output_fired_time: 0.0000000000, propagate_forward_time: 26.7476615906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5338611603
validation[          , genome  6950] predictions:    9831/  10000 (98.31%), best:    9828/10000 (98.28%), error:       626.26990, best error:       590.84290 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 353.2827758789s, input_fired_time: 3.3381497860, output_fired_time: 9.2628154755, propagate_forward_time: 129.9150390625, propagate_backward_time: 205.6627044678, weight_update_time: 0.1512687504, other_time: 5.1040802002
epoch time: 29.4253845215s, input_fired_time: 2.2906036377, output_fired_time: 0.0000000000, propagate_forward_time: 25.5934200287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5413608551
validation[          , genome  6950] predictions:    9810/  10000 (98.10%), best:    9828/10000 (98.28%), error:       647.07629, best error:       590.84290 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 359.8525390625s, input_fired_time: 4.3671765327, output_fired_time: 4.2081031799, propagate_forward_time: 133.2803955078, propagate_backward_time: 212.9322662354, weight_update_time: 0.1559405178, other_time: 5.0645904541
epoch time: 27.7201023102s, input_fired_time: 0.3648999035, output_fired_time: 0.0000000000, propagate_forward_time: 24.8015251160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5536766052
validation[          , genome  6950] predictions:    9803/  10000 (98.03%), best:    9828/10000 (98.28%), error:       665.27045, best error:       590.84290 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 350.8441162109s, input_fired_time: 7.3607025146, output_fired_time: 4.1755371094, propagate_forward_time: 130.6848754883, propagate_backward_time: 201.4934692383, weight_update_time: 0.1517454386, other_time: 7.1295166016
epoch time: 29.4702358246s, input_fired_time: 3.3399956226, output_fired_time: 0.0000000000, propagate_forward_time: 25.6027069092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5275325775
validation[          , genome  6950] predictions:    9805/  10000 (98.05%), best:    9828/10000 (98.28%), error:       668.75354, best error:       590.84290 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 353.4790039063s, input_fired_time: 5.4237546921, output_fired_time: 3.2545559406, propagate_forward_time: 123.7641296387, propagate_backward_time: 208.8159027100, weight_update_time: 0.1538348198, other_time: 12.2206573486
epoch time: 29.5950012207s, input_fired_time: 0.2886018753, output_fired_time: 0.0000000000, propagate_forward_time: 27.6728687286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6335315704
validation[          , genome  6950] predictions:    9801/  10000 (98.01%), best:    9828/10000 (98.28%), error:       675.51697, best error:       590.84290 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 360.0329284668s, input_fired_time: 5.3858318329, output_fired_time: 4.2735147476, propagate_forward_time: 129.9747009277, propagate_backward_time: 215.2441558838, weight_update_time: 0.1980772614, other_time: 5.1547088623
epoch time: 29.6597156525s, input_fired_time: 0.2894806266, output_fired_time: 0.0000000000, propagate_forward_time: 28.7992382050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5709972382
validation[          , genome  6950] predictions:    9814/  10000 (98.14%), best:    9828/10000 (98.28%), error:       662.35748, best error:       590.84290 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 355.3472595215s, input_fired_time: 4.3685102463, output_fired_time: 5.2536153793, propagate_forward_time: 134.2356109619, propagate_backward_time: 199.4129638672, weight_update_time: 0.1520388275, other_time: 12.0765838623
epoch time: 30.0747337341s, input_fired_time: 0.3035640419, output_fired_time: 0.0000000000, propagate_forward_time: 29.2331180573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380516052
validation[          , genome  6950] predictions:    9803/  10000 (98.03%), best:    9828/10000 (98.28%), error:       693.11212, best error:       590.84290 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 358.5027770996s, input_fired_time: 5.3520975113, output_fired_time: 4.1935606003, propagate_forward_time: 125.7742309570, propagate_backward_time: 214.0965728760, weight_update_time: 0.1542440504, other_time: 9.0862884521
epoch time: 28.4628295898s, input_fired_time: 0.2969953120, output_fired_time: 0.0000000000, propagate_forward_time: 27.5970287323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5688056946
validation[          , genome  6950] predictions:    9811/  10000 (98.11%), best:    9828/10000 (98.28%), error:       674.68774, best error:       590.84290 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 356.5109558105s, input_fired_time: 6.3916192055, output_fired_time: 4.1744475365, propagate_forward_time: 124.7744750977, propagate_backward_time: 211.0527343750, weight_update_time: 0.1532284319, other_time: 10.1176757813
epoch time: 28.3001117706s, input_fired_time: 0.2840957642, output_fired_time: 0.0000000000, propagate_forward_time: 25.4951744080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5208415985
validation[          , genome  6950] predictions:    9836/  10000 (98.36%), best:    9828/10000 (98.28%), error:       617.26294, best error:       590.84290 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 360.6635131836s, input_fired_time: 6.3897905350, output_fired_time: 6.2689504623, propagate_forward_time: 137.2352142334, propagate_backward_time: 199.6534271240, weight_update_time: 2.1540493965, other_time: 11.1161193848
epoch time: 27.6919269562s, input_fired_time: 1.2889671326, output_fired_time: 0.0000000000, propagate_forward_time: 25.8657836914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5371761322
validation[          , genome  6950] predictions:    9825/  10000 (98.25%), best:    9828/10000 (98.28%), error:       638.31738, best error:       590.84290 on epoch:    71, 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: 154.3458709717s, input_fired_time: 1.6531540155, output_fired_time: 0.0000000000, propagate_forward_time: 144.7241668701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.9685516357
best training[          , genome  6950] predictions:   49881/  50000 (99.76%), best:    9828/10000 (98.28%), error:       661.69037, best error:       590.84290 on epoch:    71, 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: 29.9383869171s, input_fired_time: 0.2927316129, output_fired_time: 0.0000000000, propagate_forward_time: 29.0448646545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6007900238
   testing[          , genome  6950] predictions:    9850/  10000 (98.50%), best:    9828/10000 (98.28%), error:       551.59680, best error:       590.84290 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:53:17 (5780): called boinc_finish(0)

</stderr_txt>
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