Nameexact_genome_1512568488_42_6607_0
Workunit2604244
Created7 Dec 2017, 20:49:15 UTC
Sent7 Dec 2017, 20:53:26 UTC
Report deadline14 Dec 2017, 11:27:23 UTC
Received8 Dec 2017, 4:10:26 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54227
Run time1 hours 55 min 38 sec
CPU time1 hours 53 min 52 sec
Validate stateValid
Credit1,651.73
Device peak FLOPS3.85 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.66 MB
Peak swap size153.97 MB
Peak disk usage2.49 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1630017757, output_fired_time: 0.0000000000, propagate_forward_time: 3.6901447773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293191433
validation[          , genome  6607] predictions:    9669/  10000 (96.69%), best:    9660/10000 (96.60%), error:      1075.88464, best error:      1047.47534 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 64.9514617920s, input_fired_time: 1.3826780319, output_fired_time: 1.0506662130, propagate_forward_time: 18.7699928284, propagate_backward_time: 41.1398963928, weight_update_time: 0.1550508440, other_time: 2.6082267761
epoch time: 4.3801870346s, input_fired_time: 0.1622931212, output_fired_time: 0.0000000000, propagate_forward_time: 3.7633121014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4545819759
validation[          , genome  6607] predictions:    9641/  10000 (96.41%), best:    9660/10000 (96.60%), error:      1154.81897, best error:      1047.47534 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 64.5712051392s, input_fired_time: 1.3875744343, output_fired_time: 1.0439594984, propagate_forward_time: 18.6579074860, propagate_backward_time: 40.8526725769, weight_update_time: 0.1586890370, other_time: 2.6290931702
epoch time: 4.1589360237s, input_fired_time: 0.1593359411, output_fired_time: 0.0000000000, propagate_forward_time: 3.5802733898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193267822
validation[          , genome  6607] predictions:    9669/  10000 (96.69%), best:    9669/10000 (96.69%), error:      1004.97729, best error:      1004.97729 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 64.6048126221s, input_fired_time: 1.3700398207, output_fired_time: 1.0299794674, propagate_forward_time: 18.6594600677, propagate_backward_time: 40.9391899109, weight_update_time: 0.1547804624, other_time: 2.6061439514
epoch time: 4.3691935539s, input_fired_time: 0.1609908789, output_fired_time: 0.0000000000, propagate_forward_time: 3.7544760704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4537267685
validation[          , genome  6607] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:       986.85052, best error:       986.85052 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 64.1980438232s, input_fired_time: 1.3679223061, output_fired_time: 1.0303456783, propagate_forward_time: 18.5623378754, propagate_backward_time: 40.6815299988, weight_update_time: 0.1529200971, other_time: 2.5559043884
epoch time: 4.3694610596s, input_fired_time: 0.1658740044, output_fired_time: 0.0000000000, propagate_forward_time: 3.7576677799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459192753
validation[          , genome  6607] predictions:    9595/  10000 (95.95%), best:    9699/10000 (96.99%), error:      1276.03186, best error:       986.85052 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 64.9256896973s, input_fired_time: 1.3927235603, output_fired_time: 1.0512155294, propagate_forward_time: 18.7546920776, propagate_backward_time: 41.0867347717, weight_update_time: 0.1577058434, other_time: 2.6403236389
epoch time: 4.3179054260s, input_fired_time: 0.1610799283, output_fired_time: 0.0000000000, propagate_forward_time: 3.7101640701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466614723
validation[          , genome  6607] predictions:    9642/  10000 (96.42%), best:    9699/10000 (96.99%), error:      1169.73608, best error:       986.85052 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 65.2152481079s, input_fired_time: 1.3936467171, output_fired_time: 1.0565949678, propagate_forward_time: 18.8462963104, propagate_backward_time: 41.2775382996, weight_update_time: 0.1555492431, other_time: 2.6411705017
epoch time: 4.2813482285s, input_fired_time: 0.1721542031, output_fired_time: 0.0000000000, propagate_forward_time: 3.6625139713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466798306
validation[          , genome  6607] predictions:    9666/  10000 (96.66%), best:    9699/10000 (96.99%), error:      1076.26624, best error:       986.85052 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 64.4165878296s, input_fired_time: 1.3753778934, output_fired_time: 1.0361800194, propagate_forward_time: 18.6271495819, propagate_backward_time: 40.7867050171, weight_update_time: 0.1533120722, other_time: 2.5911788940
epoch time: 4.3596315384s, input_fired_time: 0.1619411856, output_fired_time: 0.0000000000, propagate_forward_time: 3.7384335995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592568874
validation[          , genome  6607] predictions:    9657/  10000 (96.57%), best:    9699/10000 (96.99%), error:      1107.56067, best error:       986.85052 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 65.0233078003s, input_fired_time: 1.4145333767, output_fired_time: 1.0432723761, propagate_forward_time: 18.7388877869, propagate_backward_time: 41.1833381653, weight_update_time: 0.1592119932, other_time: 2.6432762146
epoch time: 4.3728442192s, input_fired_time: 0.1636833102, output_fired_time: 0.0000000000, propagate_forward_time: 3.7639136314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452471733
validation[          , genome  6607] predictions:    9688/  10000 (96.88%), best:    9699/10000 (96.99%), error:      1036.50366, best error:       986.85052 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 64.1774978638s, input_fired_time: 1.3640495539, output_fired_time: 1.0256574154, propagate_forward_time: 18.5835590363, propagate_backward_time: 40.6607551575, weight_update_time: 0.1531083733, other_time: 2.5434761047
epoch time: 4.3935909271s, input_fired_time: 0.1637827009, output_fired_time: 0.0000000000, propagate_forward_time: 3.7705481052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592602253
validation[          , genome  6607] predictions:    9672/  10000 (96.72%), best:    9699/10000 (96.99%), error:      1078.24719, best error:       986.85052 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 65.0318908691s, input_fired_time: 1.4084525108, output_fired_time: 1.0547370911, propagate_forward_time: 18.7963523865, propagate_backward_time: 41.1475715637, weight_update_time: 0.1555517912, other_time: 2.6247787476
epoch time: 4.3253474236s, input_fired_time: 0.1609394997, output_fired_time: 0.0000000000, propagate_forward_time: 3.7166686058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477391243
validation[          , genome  6607] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:       971.22125, best error:       971.22125 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 64.4271774292s, input_fired_time: 1.3784064054, output_fired_time: 1.0302014351, propagate_forward_time: 18.6278419495, propagate_backward_time: 40.7896881104, weight_update_time: 0.1569373459, other_time: 2.6010398865
epoch time: 4.4063348770s, input_fired_time: 0.1646922082, output_fired_time: 0.0000000000, propagate_forward_time: 3.7843451500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4572973251
validation[          , genome  6607] predictions:    9650/  10000 (96.50%), best:    9701/10000 (97.01%), error:      1070.23291, best error:       971.22125 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 64.0694503784s, input_fired_time: 1.3734214306, output_fired_time: 1.0231485367, propagate_forward_time: 18.5097293854, propagate_backward_time: 40.5811271667, weight_update_time: 0.1563851237, other_time: 2.5820274353
epoch time: 4.2335114479s, input_fired_time: 0.1550387442, output_fired_time: 0.0000000000, propagate_forward_time: 3.6635198593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4149527550
validation[          , genome  6607] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       955.59937, best error:       955.59937 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 63.1402893066s, input_fired_time: 1.3241269588, output_fired_time: 0.9755010009, propagate_forward_time: 18.2480049133, propagate_backward_time: 40.1302070618, weight_update_time: 0.1483175009, other_time: 2.4624481201
epoch time: 4.2050690651s, input_fired_time: 0.1492943317, output_fired_time: 0.0000000000, propagate_forward_time: 3.6392517090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4165229797
validation[          , genome  6607] predictions:    9703/  10000 (97.03%), best:    9715/10000 (97.15%), error:       999.02283, best error:       955.59937 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 62.8643341064s, input_fired_time: 1.3220278025, output_fired_time: 0.9801358581, propagate_forward_time: 18.2233009338, propagate_backward_time: 39.9219551086, weight_update_time: 0.1443971992, other_time: 2.4169120789
epoch time: 4.2032837868s, input_fired_time: 0.1509424299, output_fired_time: 0.0000000000, propagate_forward_time: 3.6451787949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4071626663
validation[          , genome  6607] predictions:    9704/  10000 (97.04%), best:    9715/10000 (97.15%), error:      1004.28998, best error:       955.59937 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 62.6740798950s, input_fired_time: 1.3191446066, output_fired_time: 0.9618056417, propagate_forward_time: 18.1910839081, propagate_backward_time: 39.7961997986, weight_update_time: 0.1475457251, other_time: 2.4058418274
epoch time: 4.1418800354s, input_fired_time: 0.1550549567, output_fired_time: 0.0000000000, propagate_forward_time: 3.5791044235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4077205658
validation[          , genome  6607] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       894.39258, best error:       894.39258 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 63.0014610291s, input_fired_time: 1.3114184141, output_fired_time: 0.9712671638, propagate_forward_time: 18.2795562744, propagate_backward_time: 40.0502815247, weight_update_time: 0.1435581297, other_time: 2.3889389038
epoch time: 4.2040653229s, input_fired_time: 0.1533785164, output_fired_time: 0.0000000000, propagate_forward_time: 3.6461226940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4045641422
validation[          , genome  6607] predictions:    9683/  10000 (96.83%), best:    9724/10000 (97.24%), error:      1038.38196, best error:       894.39258 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 62.6400909424s, input_fired_time: 1.3179461956, output_fired_time: 0.9668928385, propagate_forward_time: 18.1875171661, propagate_backward_time: 39.7775077820, weight_update_time: 0.1437428743, other_time: 2.3902244568
epoch time: 4.1884717941s, input_fired_time: 0.1481336951, output_fired_time: 0.0000000000, propagate_forward_time: 3.6450779438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952600956
validation[          , genome  6607] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       892.45911, best error:       892.45911 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 62.8212699890s, input_fired_time: 1.3228021860, output_fired_time: 0.9774061441, propagate_forward_time: 18.1793766022, propagate_backward_time: 39.9033699036, weight_update_time: 0.1474010497, other_time: 2.4383125305
epoch time: 4.1129078865s, input_fired_time: 0.1534925699, output_fired_time: 0.0000000000, propagate_forward_time: 3.5606718063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3987436295
validation[          , genome  6607] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       855.80426, best error:       855.80426 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 62.8448486328s, input_fired_time: 1.3104959726, output_fired_time: 0.9829174280, propagate_forward_time: 18.2402458191, propagate_backward_time: 39.9047698975, weight_update_time: 0.1454181075, other_time: 2.4064178467
epoch time: 4.1186609268s, input_fired_time: 0.1527275443, output_fired_time: 0.0000000000, propagate_forward_time: 3.5573997498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4085335732
validation[          , genome  6607] predictions:    9732/  10000 (97.32%), best:    9736/10000 (97.36%), error:       910.99695, best error:       855.80426 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 62.5019111633s, input_fired_time: 1.2893551588, output_fired_time: 0.9461029172, propagate_forward_time: 18.1074638367, propagate_backward_time: 39.7978324890, weight_update_time: 0.1420082897, other_time: 2.3611564636
epoch time: 4.2296247482s, input_fired_time: 0.1630120128, output_fired_time: 0.0000000000, propagate_forward_time: 3.6384148598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4281978607
validation[          , genome  6607] predictions:    9693/  10000 (96.93%), best:    9736/10000 (97.36%), error:      1065.07141, best error:       855.80426 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 62.8554229736s, input_fired_time: 1.3271243572, output_fired_time: 0.9703049660, propagate_forward_time: 18.2332515717, propagate_backward_time: 39.9122772217, weight_update_time: 0.1441373825, other_time: 2.4124603271
epoch time: 4.3127670288s, input_fired_time: 0.1716859788, output_fired_time: 0.0000000000, propagate_forward_time: 3.6935591698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4475216866
validation[          , genome  6607] predictions:    9609/  10000 (96.09%), best:    9736/10000 (97.36%), error:      1279.73010, best error:       855.80426 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 63.0068969727s, input_fired_time: 1.3302421570, output_fired_time: 0.9921970367, propagate_forward_time: 18.2524929047, propagate_backward_time: 40.0226974487, weight_update_time: 0.1469121575, other_time: 2.4092636108
epoch time: 4.1974940300s, input_fired_time: 0.1570765227, output_fired_time: 0.0000000000, propagate_forward_time: 3.6414759159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3989417553
validation[          , genome  6607] predictions:    9696/  10000 (96.96%), best:    9736/10000 (97.36%), error:       997.68951, best error:       855.80426 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 62.9419136047s, input_fired_time: 1.3226945400, output_fired_time: 0.9702293277, propagate_forward_time: 18.2455520630, propagate_backward_time: 39.9884338379, weight_update_time: 0.1461807042, other_time: 2.4150047302
epoch time: 4.1275267601s, input_fired_time: 0.1556655467, output_fired_time: 0.0000000000, propagate_forward_time: 3.5652968884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4065642357
validation[          , genome  6607] predictions:    9731/  10000 (97.31%), best:    9736/10000 (97.36%), error:       877.26965, best error:       855.80426 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 63.3235473633s, input_fired_time: 1.3274822235, output_fired_time: 0.9737803340, propagate_forward_time: 18.3252868652, propagate_backward_time: 40.2390365601, weight_update_time: 0.1502862275, other_time: 2.4579582214
epoch time: 4.2099609375s, input_fired_time: 0.1471486092, output_fired_time: 0.0000000000, propagate_forward_time: 3.6584160328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043962955
validation[          , genome  6607] predictions:    9745/  10000 (97.45%), best:    9736/10000 (97.36%), error:       908.51227, best error:       855.80426 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 62.6121063232s, input_fired_time: 1.3226295710, output_fired_time: 0.9836565256, propagate_forward_time: 18.1588363647, propagate_backward_time: 39.7244911194, weight_update_time: 0.1471589804, other_time: 2.4224929810
epoch time: 4.0751628876s, input_fired_time: 0.1420441270, output_fired_time: 0.0000000000, propagate_forward_time: 3.5688149929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643038273
validation[          , genome  6607] predictions:    9692/  10000 (96.92%), best:    9736/10000 (97.36%), error:      1005.78168, best error:       855.80426 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 62.0905570984s, input_fired_time: 1.3046247959, output_fired_time: 0.9513868690, propagate_forward_time: 18.0249881744, propagate_backward_time: 39.4760437012, weight_update_time: 0.1412271112, other_time: 2.3335113525
epoch time: 4.1731724739s, input_fired_time: 0.1559279859, output_fired_time: 0.0000000000, propagate_forward_time: 3.6083481312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4088962078
validation[          , genome  6607] predictions:    9714/  10000 (97.14%), best:    9736/10000 (97.36%), error:      1002.80957, best error:       855.80426 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 62.1399459839s, input_fired_time: 1.2850184441, output_fired_time: 0.9413896799, propagate_forward_time: 18.0688705444, propagate_backward_time: 39.5322685242, weight_update_time: 0.1421906650, other_time: 2.3123970032
epoch time: 4.1506257057s, input_fired_time: 0.1578879207, output_fired_time: 0.0000000000, propagate_forward_time: 3.5929837227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3997540474
validation[          , genome  6607] predictions:    9693/  10000 (96.93%), best:    9736/10000 (97.36%), error:      1013.08685, best error:       855.80426 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 61.9711074829s, input_fired_time: 1.2806638479, output_fired_time: 0.9319600463, propagate_forward_time: 17.9986648560, propagate_backward_time: 39.4574432373, weight_update_time: 0.1387667358, other_time: 2.3023757935
epoch time: 4.1312527657s, input_fired_time: 0.1474333405, output_fired_time: 0.0000000000, propagate_forward_time: 3.5977492332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3860702515
validation[          , genome  6607] predictions:    9726/  10000 (97.26%), best:    9736/10000 (97.36%), error:       917.46619, best error:       855.80426 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 61.7446632385s, input_fired_time: 1.2805498838, output_fired_time: 0.9261437654, propagate_forward_time: 17.9103832245, propagate_backward_time: 39.2973556519, weight_update_time: 0.1398677081, other_time: 2.3302307129
epoch time: 4.0552525520s, input_fired_time: 0.1365840435, output_fired_time: 0.0000000000, propagate_forward_time: 3.5586965084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599720001
validation[          , genome  6607] predictions:    9726/  10000 (97.26%), best:    9736/10000 (97.36%), error:       961.77863, best error:       855.80426 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 61.6927833557s, input_fired_time: 1.2710793018, output_fired_time: 0.9131770134, propagate_forward_time: 17.9100017548, propagate_backward_time: 39.3002204895, weight_update_time: 0.1399867237, other_time: 2.2983055115
epoch time: 4.1821107864s, input_fired_time: 0.1636697650, output_fired_time: 0.0000000000, propagate_forward_time: 3.5930008888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254403114
validation[          , genome  6607] predictions:    9673/  10000 (96.73%), best:    9736/10000 (97.36%), error:      1071.53064, best error:       855.80426 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 61.9842605591s, input_fired_time: 1.2751433849, output_fired_time: 0.9506178498, propagate_forward_time: 17.9954605103, propagate_backward_time: 39.4195175171, weight_update_time: 0.1410216838, other_time: 2.3435211182
epoch time: 4.1118073463s, input_fired_time: 0.1434777677, output_fired_time: 0.0000000000, propagate_forward_time: 3.5927414894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755881786
validation[          , genome  6607] predictions:    9693/  10000 (96.93%), best:    9736/10000 (97.36%), error:      1027.96716, best error:       855.80426 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 61.3800506592s, input_fired_time: 1.2718899250, output_fired_time: 0.9300621748, propagate_forward_time: 17.8313179016, propagate_backward_time: 39.0968551636, weight_update_time: 0.1336140782, other_time: 2.2499275208
epoch time: 4.0998277664s, input_fired_time: 0.1432093531, output_fired_time: 0.0000000000, propagate_forward_time: 3.5905029774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661153316
validation[          , genome  6607] predictions:    9709/  10000 (97.09%), best:    9736/10000 (97.36%), error:       945.29211, best error:       855.80426 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 61.8669548035s, input_fired_time: 1.2844961882, output_fired_time: 0.9334619641, propagate_forward_time: 17.9609794617, propagate_backward_time: 39.3733558655, weight_update_time: 0.1405923069, other_time: 2.3146629333
epoch time: 4.2277803421s, input_fired_time: 0.1673246771, output_fired_time: 0.0000000000, propagate_forward_time: 3.6177918911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4426639080
validation[          , genome  6607] predictions:    9734/  10000 (97.34%), best:    9736/10000 (97.36%), error:       885.92468, best error:       855.80426 on epoch:    32, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 61.9209976196s, input_fired_time: 1.2749044895, output_fired_time: 0.9388340116, propagate_forward_time: 17.9404888153, propagate_backward_time: 39.4356765747, weight_update_time: 0.1394098550, other_time: 2.3310928345
epoch time: 4.1181116104s, input_fired_time: 0.1441963464, output_fired_time: 0.0000000000, propagate_forward_time: 3.5818567276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920586109
validation[          , genome  6607] predictions:    9734/  10000 (97.34%), best:    9736/10000 (97.36%), error:       892.22095, best error:       855.80426 on epoch:    32, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 61.9287109375s, input_fired_time: 1.2797824144, output_fired_time: 0.9435876608, propagate_forward_time: 18.0094852448, propagate_backward_time: 39.3649864197, weight_update_time: 0.1392904669, other_time: 2.3308677673
epoch time: 4.1217575073s, input_fired_time: 0.1459109336, output_fired_time: 0.0000000000, propagate_forward_time: 3.5935456753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823008537
validation[          , genome  6607] predictions:    9681/  10000 (96.81%), best:    9736/10000 (97.36%), error:      1044.90564, best error:       855.80426 on epoch:    32, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 61.8903694153s, input_fired_time: 1.2858101130, output_fired_time: 0.9534195662, propagate_forward_time: 17.9730167389, propagate_backward_time: 39.3580017090, weight_update_time: 0.1392950416, other_time: 2.3201217651
epoch time: 4.1434154510s, input_fired_time: 0.1503126621, output_fired_time: 0.0000000000, propagate_forward_time: 3.5975773335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955254555
validation[          , genome  6607] predictions:    9721/  10000 (97.21%), best:    9736/10000 (97.36%), error:       896.16992, best error:       855.80426 on epoch:    32, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 61.9630088806s, input_fired_time: 1.2938005924, output_fired_time: 0.9447140694, propagate_forward_time: 17.9599552155, propagate_backward_time: 39.4026298523, weight_update_time: 0.1434268504, other_time: 2.3619117737
epoch time: 4.1270427704s, input_fired_time: 0.1591905802, output_fired_time: 0.0000000000, propagate_forward_time: 3.5619275570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4059245586
validation[          , genome  6607] predictions:    9729/  10000 (97.29%), best:    9736/10000 (97.36%), error:       933.86914, best error:       855.80426 on epoch:    32, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 61.7779617310s, input_fired_time: 1.2715619802, output_fired_time: 0.9353231788, propagate_forward_time: 17.9416770935, propagate_backward_time: 39.3638076782, weight_update_time: 0.1389785856, other_time: 2.2655944824
epoch time: 4.1023292542s, input_fired_time: 0.1434860528, output_fired_time: 0.0000000000, propagate_forward_time: 3.5748014450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3840417862
validation[          , genome  6607] predictions:    9719/  10000 (97.19%), best:    9736/10000 (97.36%), error:       891.25061, best error:       855.80426 on epoch:    32, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 61.9350776672s, input_fired_time: 1.2859109640, output_fired_time: 0.9401440024, propagate_forward_time: 17.9086513519, propagate_backward_time: 39.5487060547, weight_update_time: 0.1359394938, other_time: 2.2516632080
epoch time: 4.3111181259s, input_fired_time: 0.1670421958, output_fired_time: 0.0000000000, propagate_forward_time: 3.7242822647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197936058
validation[          , genome  6607] predictions:    9722/  10000 (97.22%), best:    9736/10000 (97.36%), error:       934.40381, best error:       855.80426 on epoch:    32, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 62.8193016052s, input_fired_time: 1.3255597353, output_fired_time: 0.9689906240, propagate_forward_time: 18.2106933594, propagate_backward_time: 39.9320487976, weight_update_time: 0.1445531249, other_time: 2.3820075989
epoch time: 4.2794909477s, input_fired_time: 0.1767171919, output_fired_time: 0.0000000000, propagate_forward_time: 3.6486935616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540801048
validation[          , genome  6607] predictions:    9704/  10000 (97.04%), best:    9736/10000 (97.36%), error:       988.16901, best error:       855.80426 on epoch:    32, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 62.9410209656s, input_fired_time: 1.3231630325, output_fired_time: 0.9760490656, propagate_forward_time: 18.2515220642, propagate_backward_time: 39.9858436584, weight_update_time: 0.1426669955, other_time: 2.4044456482
epoch time: 4.2051076889s, input_fired_time: 0.1539947093, output_fired_time: 0.0000000000, propagate_forward_time: 3.6442258358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4068872929
validation[          , genome  6607] predictions:    9661/  10000 (96.61%), best:    9736/10000 (97.36%), error:      1174.73914, best error:       855.80426 on epoch:    32, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 63.1133460999s, input_fired_time: 1.3456306458, output_fired_time: 0.9753195643, propagate_forward_time: 18.2905883789, propagate_backward_time: 40.0666389465, weight_update_time: 0.1487204134, other_time: 2.4351692200
epoch time: 4.2542476654s, input_fired_time: 0.1689161211, output_fired_time: 0.0000000000, propagate_forward_time: 3.6387345791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4465968609
validation[          , genome  6607] predictions:    9704/  10000 (97.04%), best:    9736/10000 (97.36%), error:      1017.54962, best error:       855.80426 on epoch:    32, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 62.7805938721s, input_fired_time: 1.3295240402, output_fired_time: 0.9690093994, propagate_forward_time: 18.2037639618, propagate_backward_time: 39.8746795654, weight_update_time: 0.1451263130, other_time: 2.4036178589
epoch time: 4.2015419006s, input_fired_time: 0.1516840309, output_fired_time: 0.0000000000, propagate_forward_time: 3.6368577480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4130003452
validation[          , genome  6607] predictions:    9694/  10000 (96.94%), best:    9736/10000 (97.36%), error:       989.02887, best error:       855.80426 on epoch:    32, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 62.9922790527s, input_fired_time: 1.3474195004, output_fired_time: 0.9793815017, propagate_forward_time: 18.3008365631, propagate_backward_time: 39.9521713257, weight_update_time: 0.1453041881, other_time: 2.4124679565
epoch time: 4.1905202866s, input_fired_time: 0.1511573493, output_fired_time: 0.0000000000, propagate_forward_time: 3.6469190121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924438953
validation[          , genome  6607] predictions:    9722/  10000 (97.22%), best:    9736/10000 (97.36%), error:       927.79187, best error:       855.80426 on epoch:    32, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 63.0100479126s, input_fired_time: 1.3184080124, output_fired_time: 0.9816712141, propagate_forward_time: 18.2650127411, propagate_backward_time: 40.0353698730, weight_update_time: 0.1452379823, other_time: 2.4095840454
epoch time: 4.1105504036s, input_fired_time: 0.1486019343, output_fired_time: 0.0000000000, propagate_forward_time: 3.5646402836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3973081112
validation[          , genome  6607] predictions:    9668/  10000 (96.68%), best:    9736/10000 (97.36%), error:      1044.77502, best error:       855.80426 on epoch:    32, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 62.7121353149s, input_fired_time: 1.3468356133, output_fired_time: 0.9861607552, propagate_forward_time: 18.1437320709, propagate_backward_time: 39.8115463257, weight_update_time: 0.1459466964, other_time: 2.4238586426
epoch time: 4.2111415863s, input_fired_time: 0.1526729017, output_fired_time: 0.0000000000, propagate_forward_time: 3.6591763496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3992924690
validation[          , genome  6607] predictions:    9603/  10000 (96.03%), best:    9736/10000 (97.36%), error:      1334.75415, best error:       855.80426 on epoch:    32, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 62.7351646423s, input_fired_time: 1.3264851570, output_fired_time: 0.9669818282, propagate_forward_time: 18.1781539917, propagate_backward_time: 39.8474693298, weight_update_time: 0.1488819271, other_time: 2.4160766602
epoch time: 4.1952238083s, input_fired_time: 0.1510250866, output_fired_time: 0.0000000000, propagate_forward_time: 3.6500692368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941292763
validation[          , genome  6607] predictions:    9726/  10000 (97.26%), best:    9736/10000 (97.36%), error:       907.60168, best error:       855.80426 on epoch:    32, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 62.9400177002s, input_fired_time: 1.3348590136, output_fired_time: 0.9926301837, propagate_forward_time: 18.2274932861, propagate_backward_time: 39.9640884399, weight_update_time: 0.1460720003, other_time: 2.4209480286
epoch time: 4.2168569565s, input_fired_time: 0.1556689441, output_fired_time: 0.0000000000, propagate_forward_time: 3.6516301632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4095580578
validation[          , genome  6607] predictions:    9746/  10000 (97.46%), best:    9736/10000 (97.36%), error:       876.02728, best error:       855.80426 on epoch:    32, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 62.8056983948s, input_fired_time: 1.3233921528, output_fired_time: 0.9688218832, propagate_forward_time: 18.1980628967, propagate_backward_time: 39.8945121765, weight_update_time: 0.1451402307, other_time: 2.4209098816
epoch time: 4.2227563858s, input_fired_time: 0.1564271748, output_fired_time: 0.0000000000, propagate_forward_time: 3.6563103199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4100186825
validation[          , genome  6607] predictions:    9721/  10000 (97.21%), best:    9736/10000 (97.36%), error:       950.79614, best error:       855.80426 on epoch:    32, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 62.8016319275s, input_fired_time: 1.3287521601, output_fired_time: 0.9775566459, propagate_forward_time: 18.1915645599, propagate_backward_time: 39.8683128357, weight_update_time: 0.1477693170, other_time: 2.4354438782
epoch time: 4.2148194313s, input_fired_time: 0.1554639190, output_fired_time: 0.0000000000, propagate_forward_time: 3.6508140564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4085416794
validation[          , genome  6607] predictions:    9739/  10000 (97.39%), best:    9736/10000 (97.36%), error:       870.98315, best error:       855.80426 on epoch:    32, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 62.7722091675s, input_fired_time: 1.3350996971, output_fired_time: 0.9656625986, propagate_forward_time: 18.1720695496, propagate_backward_time: 39.8786315918, weight_update_time: 0.1444254667, other_time: 2.4207458496
epoch time: 4.1963229179s, input_fired_time: 0.1530088931, output_fired_time: 0.0000000000, propagate_forward_time: 3.6392290592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4040849209
validation[          , genome  6607] predictions:    9691/  10000 (96.91%), best:    9736/10000 (97.36%), error:      1026.11401, best error:       855.80426 on epoch:    32, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 62.8528594971s, input_fired_time: 1.3445373774, output_fired_time: 0.9834773540, propagate_forward_time: 18.2063369751, propagate_backward_time: 39.8956565857, weight_update_time: 0.1477447897, other_time: 2.4228515625
epoch time: 4.2348127365s, input_fired_time: 0.1569745839, output_fired_time: 0.0000000000, propagate_forward_time: 3.6632912159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4145467281
validation[          , genome  6607] predictions:    9693/  10000 (96.93%), best:    9736/10000 (97.36%), error:      1069.51624, best error:       855.80426 on epoch:    32, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 62.7437973022s, input_fired_time: 1.3273243904, output_fired_time: 0.9717264175, propagate_forward_time: 18.1870727539, propagate_backward_time: 39.8384246826, weight_update_time: 0.1457972676, other_time: 2.4192504883
epoch time: 4.1928954124s, input_fired_time: 0.1553842574, output_fired_time: 0.0000000000, propagate_forward_time: 3.6321184635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053928852
validation[          , genome  6607] predictions:    9729/  10000 (97.29%), best:    9736/10000 (97.36%), error:       924.54761, best error:       855.80426 on epoch:    32, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 62.7413902283s, input_fired_time: 1.3247479200, output_fired_time: 0.9742820263, propagate_forward_time: 18.1891784668, propagate_backward_time: 39.8372535706, weight_update_time: 0.1434753984, other_time: 2.4159278870
epoch time: 4.2094612122s, input_fired_time: 0.1537784636, output_fired_time: 0.0000000000, propagate_forward_time: 3.6478323936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4078502655
validation[          , genome  6607] predictions:    9704/  10000 (97.04%), best:    9736/10000 (97.36%), error:       983.42999, best error:       855.80426 on epoch:    32, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 62.7546958923s, input_fired_time: 1.3298954964, output_fired_time: 0.9624581337, propagate_forward_time: 18.2078075409, propagate_backward_time: 39.8568840027, weight_update_time: 0.1416717917, other_time: 2.3976478577
epoch time: 4.1804513931s, input_fired_time: 0.1551082283, output_fired_time: 0.0000000000, propagate_forward_time: 3.6214611530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4038817883
validation[          , genome  6607] predictions:    9699/  10000 (96.99%), best:    9736/10000 (97.36%), error:      1011.52325, best error:       855.80426 on epoch:    32, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 62.9627876282s, input_fired_time: 1.3559700251, output_fired_time: 0.9932760000, propagate_forward_time: 18.2408351898, propagate_backward_time: 39.9316673279, weight_update_time: 0.1506320238, other_time: 2.4410438538
epoch time: 4.2746181488s, input_fired_time: 0.1724988818, output_fired_time: 0.0000000000, propagate_forward_time: 3.6622166634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399027824
validation[          , genome  6607] predictions:    9693/  10000 (96.93%), best:    9736/10000 (97.36%), error:      1011.77832, best error:       855.80426 on epoch:    32, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 63.0750808716s, input_fired_time: 1.3198465109, output_fired_time: 0.9661785364, propagate_forward_time: 18.2531814575, propagate_backward_time: 40.1437492371, weight_update_time: 0.1456077099, other_time: 2.3921241760
epoch time: 4.2195138931s, input_fired_time: 0.1524614245, output_fired_time: 0.0000000000, propagate_forward_time: 3.6493237019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4177286625
validation[          , genome  6607] predictions:    9741/  10000 (97.41%), best:    9736/10000 (97.36%), error:       892.62183, best error:       855.80426 on epoch:    32, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 62.9093322754s, input_fired_time: 1.3458125591, output_fired_time: 0.9857215285, propagate_forward_time: 18.2218475342, propagate_backward_time: 39.9582328796, weight_update_time: 0.1431663185, other_time: 2.3977165222
epoch time: 4.2232542038s, input_fired_time: 0.1582979858, output_fired_time: 0.0000000000, propagate_forward_time: 3.6498982906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4150578976
validation[          , genome  6607] predictions:    9700/  10000 (97.00%), best:    9736/10000 (97.36%), error:       997.10254, best error:       855.80426 on epoch:    32, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 62.7239379883s, input_fired_time: 1.3322317600, output_fired_time: 0.9607533813, propagate_forward_time: 18.1945209503, propagate_backward_time: 39.8312072754, weight_update_time: 0.1452262551, other_time: 2.4052200317
epoch time: 4.2256512642s, input_fired_time: 0.1522805840, output_fired_time: 0.0000000000, propagate_forward_time: 3.6745557785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3988146782
validation[          , genome  6607] predictions:    9724/  10000 (97.24%), best:    9736/10000 (97.36%), error:       927.24933, best error:       855.80426 on epoch:    32, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 62.8299598694s, input_fired_time: 1.3516737223, output_fired_time: 0.9916844964, propagate_forward_time: 18.1921672821, propagate_backward_time: 39.8544540405, weight_update_time: 0.1459881961, other_time: 2.4399795532
epoch time: 4.2091255188s, input_fired_time: 0.1512498558, output_fired_time: 0.0000000000, propagate_forward_time: 3.6505861282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4072895050
validation[          , genome  6607] predictions:    9735/  10000 (97.35%), best:    9736/10000 (97.36%), error:       939.11731, best error:       855.80426 on epoch:    32, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 62.9455261230s, input_fired_time: 1.3281986713, output_fired_time: 0.9712734818, propagate_forward_time: 18.2491436005, propagate_backward_time: 40.0086250305, weight_update_time: 0.1433927417, other_time: 2.3882865906
epoch time: 4.1797552109s, input_fired_time: 0.1501341164, output_fired_time: 0.0000000000, propagate_forward_time: 3.6308717728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3987493515
validation[          , genome  6607] predictions:    9732/  10000 (97.32%), best:    9736/10000 (97.36%), error:       884.86292, best error:       855.80426 on epoch:    32, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 62.7984962463s, input_fired_time: 1.3520958424, output_fired_time: 0.9742134809, propagate_forward_time: 18.1905021667, propagate_backward_time: 39.8503684998, weight_update_time: 0.1480460912, other_time: 2.4313163757
epoch time: 4.2041916847s, input_fired_time: 0.1538554132, output_fired_time: 0.0000000000, propagate_forward_time: 3.6487991810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015371799
validation[          , genome  6607] predictions:    9742/  10000 (97.42%), best:    9736/10000 (97.36%), error:       893.74524, best error:       855.80426 on epoch:    32, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 64.0699005127s, input_fired_time: 1.3846572638, output_fired_time: 1.0366032124, propagate_forward_time: 18.4721107483, propagate_backward_time: 40.6312370300, weight_update_time: 0.1548385173, other_time: 2.5452919006
epoch time: 4.3623099327s, input_fired_time: 0.1670513004, output_fired_time: 0.0000000000, propagate_forward_time: 3.7377734184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574851990
validation[          , genome  6607] predictions:    9723/  10000 (97.23%), best:    9736/10000 (97.36%), error:       859.84595, best error:       855.80426 on epoch:    32, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 64.7633361816s, input_fired_time: 1.4189190865, output_fired_time: 1.0543174744, propagate_forward_time: 18.6907444000, propagate_backward_time: 40.9542655945, weight_update_time: 0.1591251940, other_time: 2.6450920105
epoch time: 4.3361730576s, input_fired_time: 0.1688054800, output_fired_time: 0.0000000000, propagate_forward_time: 3.7178711891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494962692
validation[          , genome  6607] predictions:    9710/  10000 (97.10%), best:    9736/10000 (97.36%), error:      1011.79712, best error:       855.80426 on epoch:    32, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 64.2183074951s, input_fired_time: 1.3889069557, output_fired_time: 1.0498400927, propagate_forward_time: 18.5510158539, propagate_backward_time: 40.6351165771, weight_update_time: 0.1573249400, other_time: 2.5934295654
epoch time: 4.4041528702s, input_fired_time: 0.1695492864, output_fired_time: 0.0000000000, propagate_forward_time: 3.7768802643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4577231407
validation[          , genome  6607] predictions:    9717/  10000 (97.17%), best:    9736/10000 (97.36%), error:       962.99207, best error:       855.80426 on epoch:    32, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 64.9154281616s, input_fired_time: 1.4183474779, output_fired_time: 1.0522933006, propagate_forward_time: 18.7479648590, propagate_backward_time: 41.0451011658, weight_update_time: 0.1612390876, other_time: 2.6517219543
epoch time: 4.3220825195s, input_fired_time: 0.1666446626, output_fired_time: 0.0000000000, propagate_forward_time: 3.7079515457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474864006
validation[          , genome  6607] predictions:    9664/  10000 (96.64%), best:    9736/10000 (97.36%), error:      1084.22034, best error:       855.80426 on epoch:    32, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 64.7455139160s, input_fired_time: 1.4337271452, output_fired_time: 1.0726103783, propagate_forward_time: 18.6661682129, propagate_backward_time: 40.9184417725, weight_update_time: 0.1606649607, other_time: 2.6545677185
epoch time: 4.3169293404s, input_fired_time: 0.1727304012, output_fired_time: 0.0000000000, propagate_forward_time: 3.7040016651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401972294
validation[          , genome  6607] predictions:    9696/  10000 (96.96%), best:    9736/10000 (97.36%), error:      1000.99194, best error:       855.80426 on epoch:    32, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 64.8584976196s, input_fired_time: 1.4329001904, output_fired_time: 1.0512272120, propagate_forward_time: 18.7056980133, propagate_backward_time: 40.9888725281, weight_update_time: 0.1609072983, other_time: 2.6797981262
epoch time: 4.2882652283s, input_fired_time: 0.1720386893, output_fired_time: 0.0000000000, propagate_forward_time: 3.6723823547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438443184
validation[          , genome  6607] predictions:    9737/  10000 (97.37%), best:    9736/10000 (97.36%), error:       862.05310, best error:       855.80426 on epoch:    32, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 64.8976135254s, input_fired_time: 1.4245274067, output_fired_time: 1.0562019348, propagate_forward_time: 18.7247829437, propagate_backward_time: 41.0441131592, weight_update_time: 0.1562801152, other_time: 2.6479873657
epoch time: 4.3279438019s, input_fired_time: 0.1678162366, output_fired_time: 0.0000000000, propagate_forward_time: 3.7124099731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477176666
validation[          , genome  6607] predictions:    9733/  10000 (97.33%), best:    9736/10000 (97.36%), error:       862.19861, best error:       855.80426 on epoch:    32, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 64.7489471436s, input_fired_time: 1.4304794073, output_fired_time: 1.0657730103, propagate_forward_time: 18.6822719574, propagate_backward_time: 40.9110794067, weight_update_time: 0.1605644077, other_time: 2.6593399048
epoch time: 4.3457779884s, input_fired_time: 0.1684098542, output_fired_time: 0.0000000000, propagate_forward_time: 3.7288277149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4485404491
validation[          , genome  6607] predictions:    9680/  10000 (96.80%), best:    9736/10000 (97.36%), error:      1046.09607, best error:       855.80426 on epoch:    32, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 64.9247131348s, input_fired_time: 1.4276044369, output_fired_time: 1.0641896725, propagate_forward_time: 18.7406349182, propagate_backward_time: 41.0408630371, weight_update_time: 0.1606177986, other_time: 2.6514205933
epoch time: 4.3510351181s, input_fired_time: 0.1679865569, output_fired_time: 0.0000000000, propagate_forward_time: 3.7294270992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536216259
validation[          , genome  6607] predictions:    9697/  10000 (96.97%), best:    9736/10000 (97.36%), error:       986.37451, best error:       855.80426 on epoch:    32, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 64.7691497803s, input_fired_time: 1.4294410944, output_fired_time: 1.0593997240, propagate_forward_time: 18.7187728882, propagate_backward_time: 40.9035415649, weight_update_time: 0.1595502645, other_time: 2.6579971313
epoch time: 4.3721966743s, input_fired_time: 0.1674503535, output_fired_time: 0.0000000000, propagate_forward_time: 3.7517452240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4530010223
validation[          , genome  6607] predictions:    9475/  10000 (94.75%), best:    9736/10000 (97.36%), error:      1569.69141, best error:       855.80426 on epoch:    32, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 64.7500305176s, input_fired_time: 1.4174523354, output_fired_time: 1.0564897060, propagate_forward_time: 18.6863613129, propagate_backward_time: 40.9321632385, weight_update_time: 0.1615000516, other_time: 2.6575660706
epoch time: 4.3866801262s, input_fired_time: 0.1695515811, output_fired_time: 0.0000000000, propagate_forward_time: 3.7588510513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582777023
validation[          , genome  6607] predictions:    9720/  10000 (97.20%), best:    9736/10000 (97.36%), error:       907.09412, best error:       855.80426 on epoch:    32, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 64.7520599365s, input_fired_time: 1.4274963140, output_fired_time: 1.0626177788, propagate_forward_time: 18.6939201355, propagate_backward_time: 40.9114952087, weight_update_time: 0.1616231352, other_time: 2.6565284729
epoch time: 4.4108843803s, input_fired_time: 0.1713903397, output_fired_time: 0.0000000000, propagate_forward_time: 3.7694311142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700627327
validation[          , genome  6607] predictions:    9737/  10000 (97.37%), best:    9736/10000 (97.36%), error:       886.58374, best error:       855.80426 on epoch:    32, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 64.9297790527s, input_fired_time: 1.4270976782, output_fired_time: 1.0632096529, propagate_forward_time: 18.7538108826, propagate_backward_time: 41.0120773315, weight_update_time: 0.1629095376, other_time: 2.6735839844
epoch time: 4.3938622475s, input_fired_time: 0.1722939163, output_fired_time: 0.0000000000, propagate_forward_time: 3.7610754967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604926109
validation[          , genome  6607] predictions:    9730/  10000 (97.30%), best:    9736/10000 (97.36%), error:       932.59949, best error:       855.80426 on epoch:    32, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 64.8249130249s, input_fired_time: 1.4294148684, output_fired_time: 1.0635533333, propagate_forward_time: 18.7098140717, propagate_backward_time: 40.9471397400, weight_update_time: 0.1600724310, other_time: 2.6749916077
epoch time: 4.3668560982s, input_fired_time: 0.1678982228, output_fired_time: 0.0000000000, propagate_forward_time: 3.7427148819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4562430382
validation[          , genome  6607] predictions:    9690/  10000 (96.90%), best:    9736/10000 (97.36%), error:      1001.19116, best error:       855.80426 on epoch:    32, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 64.9354782104s, input_fired_time: 1.4248150587, output_fired_time: 1.0598547459, propagate_forward_time: 18.7189006805, propagate_backward_time: 41.0667877197, weight_update_time: 0.1600562483, other_time: 2.6651153564
epoch time: 4.3420166969s, input_fired_time: 0.1685348004, output_fired_time: 0.0000000000, propagate_forward_time: 3.7176780701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4558038712
validation[          , genome  6607] predictions:    9733/  10000 (97.33%), best:    9736/10000 (97.36%), error:       895.36157, best error:       855.80426 on epoch:    32, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 64.3178710938s, input_fired_time: 1.4231126308, output_fired_time: 1.0353430510, propagate_forward_time: 18.5698089600, propagate_backward_time: 40.6544456482, weight_update_time: 0.1604217291, other_time: 2.6351623535
epoch time: 4.3553824425s, input_fired_time: 0.1698328406, output_fired_time: 0.0000000000, propagate_forward_time: 3.7351102829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4504394531
validation[          , genome  6607] predictions:    9704/  10000 (97.04%), best:    9736/10000 (97.36%), error:       931.35236, best error:       855.80426 on epoch:    32, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 64.9723815918s, input_fired_time: 1.4310188293, output_fired_time: 1.0534722805, propagate_forward_time: 18.7888984680, propagate_backward_time: 41.0419883728, weight_update_time: 0.1612826884, other_time: 2.6570053101
epoch time: 4.3569474220s, input_fired_time: 0.1671234071, output_fired_time: 0.0000000000, propagate_forward_time: 3.7302410603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595830441
validation[          , genome  6607] predictions:    9688/  10000 (96.88%), best:    9736/10000 (97.36%), error:      1080.98755, best error:       855.80426 on epoch:    32, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 64.9243011475s, input_fired_time: 1.4241104126, output_fired_time: 1.0741766691, propagate_forward_time: 18.7254600525, propagate_backward_time: 41.0353393555, weight_update_time: 0.1599531770, other_time: 2.6652145386
epoch time: 4.2761034966s, input_fired_time: 0.1806934178, output_fired_time: 0.0000000000, propagate_forward_time: 3.6514112949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4439985752
validation[          , genome  6607] predictions:    9668/  10000 (96.68%), best:    9736/10000 (97.36%), error:      1056.23132, best error:       855.80426 on epoch:    32, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 64.9256744385s, input_fired_time: 1.4252067804, output_fired_time: 1.0589686632, propagate_forward_time: 18.7111625671, propagate_backward_time: 41.0801429749, weight_update_time: 0.1601188481, other_time: 2.6501960754
epoch time: 4.4146842957s, input_fired_time: 0.1746091396, output_fired_time: 0.0000000000, propagate_forward_time: 3.7831852436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4568898678
validation[          , genome  6607] predictions:    9735/  10000 (97.35%), best:    9736/10000 (97.36%), error:       903.45807, best error:       855.80426 on epoch:    32, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 64.7330932617s, input_fired_time: 1.4262290001, output_fired_time: 1.0566580296, propagate_forward_time: 18.6722545624, propagate_backward_time: 40.9372825623, weight_update_time: 0.1593448371, other_time: 2.6406669617
epoch time: 4.3994793892s, input_fired_time: 0.1702206731, output_fired_time: 0.0000000000, propagate_forward_time: 3.7654142380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4638442993
validation[          , genome  6607] predictions:    9682/  10000 (96.82%), best:    9736/10000 (97.36%), error:      1010.08246, best error:       855.80426 on epoch:    32, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 64.5874938965s, input_fired_time: 1.4135148525, output_fired_time: 1.0372383595, propagate_forward_time: 18.6607933044, propagate_backward_time: 40.8556327820, weight_update_time: 0.1556382328, other_time: 2.6203155518
epoch time: 4.3676948547s, input_fired_time: 0.1669029295, output_fired_time: 0.0000000000, propagate_forward_time: 3.7403914928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604003429
validation[          , genome  6607] predictions:    9662/  10000 (96.62%), best:    9736/10000 (97.36%), error:      1095.29785, best error:       855.80426 on epoch:    32, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 64.6991119385s, input_fired_time: 1.4194444418, output_fired_time: 1.0579825640, propagate_forward_time: 18.6675586700, propagate_backward_time: 40.8957901001, weight_update_time: 0.1584066153, other_time: 2.6583328247
epoch time: 4.3697404861s, input_fired_time: 0.1689814478, output_fired_time: 0.0000000000, propagate_forward_time: 3.7407376766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4600212574
validation[          , genome  6607] predictions:    9716/  10000 (97.16%), best:    9736/10000 (97.36%), error:       943.36414, best error:       855.80426 on epoch:    32, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 64.7433624268s, input_fired_time: 1.4273747206, output_fired_time: 1.0558532476, propagate_forward_time: 18.6889266968, propagate_backward_time: 40.9176521301, weight_update_time: 0.1625614613, other_time: 2.6535530090
epoch time: 4.3657307625s, input_fired_time: 0.1692472398, output_fired_time: 0.0000000000, propagate_forward_time: 3.7406940460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557895660
validation[          , genome  6607] predictions:    9701/  10000 (97.01%), best:    9736/10000 (97.36%), error:       949.49750, best error:       855.80426 on epoch:    32, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 64.8786697388s, input_fired_time: 1.4273071289, output_fired_time: 1.0545063019, propagate_forward_time: 18.7329196930, propagate_backward_time: 41.0008926392, weight_update_time: 0.1619542986, other_time: 2.6630477905
epoch time: 4.3147525787s, input_fired_time: 0.1657546461, output_fired_time: 0.0000000000, propagate_forward_time: 3.7002086639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487891197
validation[          , genome  6607] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       857.35901, best error:       855.80426 on epoch:    32, 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: 21.9723739624s, input_fired_time: 0.8330685496, output_fired_time: 0.0000000000, propagate_forward_time: 18.7231464386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4161586761
best training[          , genome  6607] predictions:   49303/  50000 (98.61%), best:    9736/10000 (97.36%), error:      2450.08887, best error:       855.80426 on epoch:    32, 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: 4.3816514015s, input_fired_time: 0.1630762368, output_fired_time: 0.0000000000, propagate_forward_time: 3.7575259209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610490799
   testing[          , genome  6607] predictions:    9769/  10000 (97.69%), best:    9736/10000 (97.36%), error:       765.13641, best error:       855.80426 on epoch:    32, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:10:58 (8248): called boinc_finish(0)

</stderr_txt>
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