Nameexact_genome_1512568488_43_5220_0
Workunit2597366
Created7 Dec 2017, 13:44:39 UTC
Sent7 Dec 2017, 13:51:08 UTC
Report deadline16 Dec 2017, 21:26:14 UTC
Received9 Dec 2017, 0:30:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time4 hours 34 min 39 sec
CPU time4 hours 34 min 35 sec
Validate stateValid
Credit2,329.01
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.09 MB
Peak swap size154.57 MB
Peak disk usage2.11 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
000 (97.14%), best:    9734/10000 (97.34%), error:       928.17950, best error:       894.42377 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 150.2950897217s, input_fired_time: 1.5697227716, output_fired_time: 1.4809973240, propagate_forward_time: 57.4176254272, propagate_backward_time: 86.9456100464, weight_update_time: 0.1707637757, other_time: 2.8811340332
epoch time: 12.0874109268s, input_fired_time: 0.1905728877, output_fired_time: 0.0000000000, propagate_forward_time: 11.3771085739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5197296143
validation[          , genome  5220] predictions:    9600/  10000 (96.00%), best:    9734/10000 (97.34%), error:      1289.47607, best error:       894.42377 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 150.2840423584s, input_fired_time: 1.6017041206, output_fired_time: 1.4758954048, propagate_forward_time: 57.4307632446, propagate_backward_time: 86.7804718018, weight_update_time: 0.1734970808, other_time: 2.9952163696
epoch time: 12.2171897888s, input_fired_time: 0.1968807131, output_fired_time: 0.0000000000, propagate_forward_time: 11.4817333221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385761261
validation[          , genome  5220] predictions:    9651/  10000 (96.51%), best:    9734/10000 (97.34%), error:      1101.10522, best error:       894.42377 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 149.2988433838s, input_fired_time: 1.5649893284, output_fired_time: 1.4771192074, propagate_forward_time: 57.0725822449, propagate_backward_time: 86.3026046753, weight_update_time: 0.1696327925, other_time: 2.8815536499
epoch time: 12.1777305603s, input_fired_time: 0.1955749243, output_fired_time: 0.0000000000, propagate_forward_time: 11.4465637207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5355920792
validation[          , genome  5220] predictions:    9729/  10000 (97.29%), best:    9734/10000 (97.34%), error:       901.95087, best error:       894.42377 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 149.4796295166s, input_fired_time: 1.5637706518, output_fired_time: 1.4707175493, propagate_forward_time: 57.1734809875, propagate_backward_time: 86.3861923218, weight_update_time: 0.1695699394, other_time: 2.8854751587
epoch time: 12.1884632111s, input_fired_time: 0.1908274293, output_fired_time: 0.0000000000, propagate_forward_time: 11.4775314331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5201044083
validation[          , genome  5220] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       816.79077, best error:       816.79077 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 150.9433288574s, input_fired_time: 1.6057001352, output_fired_time: 1.4881038666, propagate_forward_time: 57.6670227051, propagate_backward_time: 87.1987838745, weight_update_time: 0.1724451035, other_time: 2.9837265015
epoch time: 12.1638813019s, input_fired_time: 0.1937911212, output_fired_time: 0.0000000000, propagate_forward_time: 11.4367256165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333642960
validation[          , genome  5220] predictions:    9682/  10000 (96.82%), best:    9745/10000 (97.45%), error:      1030.16260, best error:       816.79077 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 149.3632354736s, input_fired_time: 1.5683635473, output_fired_time: 1.4700306654, propagate_forward_time: 57.0263175964, propagate_backward_time: 86.4007797241, weight_update_time: 0.1686382592, other_time: 2.8977432251
epoch time: 12.0500860214s, input_fired_time: 0.1924690604, output_fired_time: 0.0000000000, propagate_forward_time: 11.3374767303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5201406479
validation[          , genome  5220] predictions:    9753/  10000 (97.53%), best:    9745/10000 (97.45%), error:       879.69318, best error:       816.79077 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 150.1107635498s, input_fired_time: 1.6081227064, output_fired_time: 1.4763698578, propagate_forward_time: 57.2378082275, propagate_backward_time: 86.8027648926, weight_update_time: 0.1728817374, other_time: 2.9857025146
epoch time: 12.2370615005s, input_fired_time: 0.1960075796, output_fired_time: 0.0000000000, propagate_forward_time: 11.5051116943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359420776
validation[          , genome  5220] predictions:    9743/  10000 (97.43%), best:    9745/10000 (97.45%), error:       861.44232, best error:       816.79077 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 149.1592102051s, input_fired_time: 1.5976788998, output_fired_time: 1.4708263874, propagate_forward_time: 56.9050827026, propagate_backward_time: 86.2086715698, weight_update_time: 0.1742710620, other_time: 2.9769592285
epoch time: 12.1497697830s, input_fired_time: 0.1956625283, output_fired_time: 0.0000000000, propagate_forward_time: 11.4182882309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5358190536
validation[          , genome  5220] predictions:    9716/  10000 (97.16%), best:    9745/10000 (97.45%), error:       917.17334, best error:       816.79077 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 149.9830932617s, input_fired_time: 1.5743522644, output_fired_time: 1.4754447937, propagate_forward_time: 57.3315620422, propagate_backward_time: 86.7060317993, weight_update_time: 0.1725389659, other_time: 2.8956985474
epoch time: 12.0705471039s, input_fired_time: 0.1963864714, output_fired_time: 0.0000000000, propagate_forward_time: 11.3361406326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380201340
validation[          , genome  5220] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       814.25214, best error:       814.25214 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 150.5156250000s, input_fired_time: 1.5941622257, output_fired_time: 1.4786959887, propagate_forward_time: 57.4286727905, propagate_backward_time: 87.0566253662, weight_update_time: 0.1727773994, other_time: 2.9574661255
epoch time: 12.2799558640s, input_fired_time: 0.1969687641, output_fired_time: 0.0000000000, propagate_forward_time: 11.5448045731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381822586
validation[          , genome  5220] predictions:    9763/  10000 (97.63%), best:    9765/10000 (97.65%), error:       820.33868, best error:       814.25214 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 149.2854309082s, input_fired_time: 1.5688049793, output_fired_time: 1.4651259184, propagate_forward_time: 57.0184669495, propagate_backward_time: 86.3552169800, weight_update_time: 0.1691474468, other_time: 2.8778305054
epoch time: 12.1625814438s, input_fired_time: 0.1923477799, output_fired_time: 0.0000000000, propagate_forward_time: 11.4488477707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5213861465
validation[          , genome  5220] predictions:    9718/  10000 (97.18%), best:    9765/10000 (97.65%), error:       883.05957, best error:       814.25214 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 150.5720672607s, input_fired_time: 1.5809350014, output_fired_time: 1.4824788570, propagate_forward_time: 57.5312843323, propagate_backward_time: 87.0998764038, weight_update_time: 0.1699329466, other_time: 2.8774948120
epoch time: 12.1773080826s, input_fired_time: 0.1926480383, output_fired_time: 0.0000000000, propagate_forward_time: 11.4664468765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5182132721
validation[          , genome  5220] predictions:    9740/  10000 (97.40%), best:    9765/10000 (97.65%), error:       841.91907, best error:       814.25214 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 149.3448791504s, input_fired_time: 1.5762679577, output_fired_time: 1.4749114513, propagate_forward_time: 56.9038162231, propagate_backward_time: 86.4810867310, weight_update_time: 0.1714151353, other_time: 2.9087982178
epoch time: 12.2378358841s, input_fired_time: 0.1952272058, output_fired_time: 0.0000000000, propagate_forward_time: 11.5194168091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5231914520
validation[          , genome  5220] predictions:    9750/  10000 (97.50%), best:    9765/10000 (97.65%), error:       858.36707, best error:       814.25214 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 150.9255981445s, input_fired_time: 1.6141977310, output_fired_time: 1.4859960079, propagate_forward_time: 57.6206703186, propagate_backward_time: 87.2145385742, weight_update_time: 0.1736264676, other_time: 2.9902038574
epoch time: 12.0988645554s, input_fired_time: 0.1972783506, output_fired_time: 0.0000000000, propagate_forward_time: 11.3661737442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5354127884
validation[          , genome  5220] predictions:    9750/  10000 (97.50%), best:    9765/10000 (97.65%), error:       825.59058, best error:       814.25214 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 149.9266510010s, input_fired_time: 1.6111027002, output_fired_time: 1.4805295467, propagate_forward_time: 57.2700576782, propagate_backward_time: 86.5721206665, weight_update_time: 0.1732832193, other_time: 2.9928436279
epoch time: 12.2091541290s, input_fired_time: 0.1972758025, output_fired_time: 0.0000000000, propagate_forward_time: 11.4762506485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5356273651
validation[          , genome  5220] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       809.13257, best error:       809.13257 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 150.1564331055s, input_fired_time: 1.6110457182, output_fired_time: 1.4784442186, propagate_forward_time: 57.2633171082, propagate_backward_time: 86.8081130981, weight_update_time: 0.1737747490, other_time: 2.9955215454
epoch time: 12.2039155960s, input_fired_time: 0.1967683882, output_fired_time: 0.0000000000, propagate_forward_time: 11.4728822708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342645645
validation[          , genome  5220] predictions:    9673/  10000 (96.73%), best:    9771/10000 (97.71%), error:      1033.01733, best error:       809.13257 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 149.9402313232s, input_fired_time: 1.6018805504, output_fired_time: 1.4783165455, propagate_forward_time: 57.2499275208, propagate_backward_time: 86.6532211304, weight_update_time: 0.1715159863, other_time: 2.9568862915
epoch time: 12.0780048370s, input_fired_time: 0.1945365071, output_fired_time: 0.0000000000, propagate_forward_time: 11.3623857498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5210828781
validation[          , genome  5220] predictions:    9753/  10000 (97.53%), best:    9771/10000 (97.71%), error:       840.16071, best error:       809.13257 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 148.9022216797s, input_fired_time: 1.5742274523, output_fired_time: 1.4651451111, propagate_forward_time: 56.9046173096, propagate_backward_time: 86.0890350342, weight_update_time: 0.1691500992, other_time: 2.8691864014
epoch time: 12.1520280838s, input_fired_time: 0.1949999183, output_fired_time: 0.0000000000, propagate_forward_time: 11.4296550751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5273733139
validation[          , genome  5220] predictions:    9725/  10000 (97.25%), best:    9771/10000 (97.71%), error:       883.24329, best error:       809.13257 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 149.4070739746s, input_fired_time: 1.6079173088, output_fired_time: 1.4725483656, propagate_forward_time: 57.0246849060, propagate_backward_time: 86.3240127563, weight_update_time: 0.1721222252, other_time: 2.9779129028
epoch time: 12.1335401535s, input_fired_time: 0.1951268166, output_fired_time: 0.0000000000, propagate_forward_time: 11.4044828415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5339307785
validation[          , genome  5220] predictions:    9732/  10000 (97.32%), best:    9771/10000 (97.71%), error:       875.98297, best error:       809.13257 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 149.7746887207s, input_fired_time: 1.5760263205, output_fired_time: 1.4774155617, propagate_forward_time: 57.2802810669, propagate_backward_time: 86.5558013916, weight_update_time: 0.1697916240, other_time: 2.8851699829
epoch time: 12.1196336746s, input_fired_time: 0.1953335851, output_fired_time: 0.0000000000, propagate_forward_time: 11.3918199539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5324802399
validation[          , genome  5220] predictions:    9748/  10000 (97.48%), best:    9771/10000 (97.71%), error:       841.39758, best error:       809.13257 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 149.8241424561s, input_fired_time: 1.6023199558, output_fired_time: 1.4750245810, propagate_forward_time: 57.0820846558, propagate_backward_time: 86.6935272217, weight_update_time: 0.1729451865, other_time: 2.9711837769
epoch time: 12.0685958862s, input_fired_time: 0.1970490217, output_fired_time: 0.0000000000, propagate_forward_time: 11.3368587494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5346879959
validation[          , genome  5220] predictions:    9723/  10000 (97.23%), best:    9771/10000 (97.71%), error:       895.38251, best error:       809.13257 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 149.1619415283s, input_fired_time: 1.6022579670, output_fired_time: 1.4718161821, propagate_forward_time: 56.8624343872, propagate_backward_time: 86.2406997681, weight_update_time: 0.1712528616, other_time: 2.9847259521
epoch time: 12.0233955383s, input_fired_time: 0.1950226128, output_fired_time: 0.0000000000, propagate_forward_time: 11.2920265198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5363464355
validation[          , genome  5220] predictions:    9730/  10000 (97.30%), best:    9771/10000 (97.71%), error:       893.17609, best error:       809.13257 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 150.3786621094s, input_fired_time: 1.6151676178, output_fired_time: 1.4817624092, propagate_forward_time: 57.3870315552, propagate_backward_time: 86.9383468628, weight_update_time: 0.1720999628, other_time: 2.9563446045
epoch time: 12.1418838501s, input_fired_time: 0.1967645437, output_fired_time: 0.0000000000, propagate_forward_time: 11.4118967056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332221985
validation[          , genome  5220] predictions:    9751/  10000 (97.51%), best:    9771/10000 (97.71%), error:       831.76306, best error:       809.13257 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 150.6429595947s, input_fired_time: 1.5856945515, output_fired_time: 1.4810730219, propagate_forward_time: 57.5766181946, propagate_backward_time: 87.0913009644, weight_update_time: 0.1713354439, other_time: 2.9082717896
epoch time: 12.1795797348s, input_fired_time: 0.1981074661, output_fired_time: 0.0000000000, propagate_forward_time: 11.4450750351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5363969803
validation[          , genome  5220] predictions:    9690/  10000 (96.90%), best:    9771/10000 (97.71%), error:       979.73444, best error:       809.13257 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 149.7044982910s, input_fired_time: 1.6123631001, output_fired_time: 1.4729161263, propagate_forward_time: 57.1893882751, propagate_backward_time: 86.4528350830, weight_update_time: 0.1721255481, other_time: 2.9769897461
epoch time: 12.1004648209s, input_fired_time: 0.1983604133, output_fired_time: 0.0000000000, propagate_forward_time: 11.3640012741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381031036
validation[          , genome  5220] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       783.81433, best error:       783.81433 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 149.9016876221s, input_fired_time: 1.6139076948, output_fired_time: 1.4787826538, propagate_forward_time: 57.2745704651, propagate_backward_time: 86.5462722778, weight_update_time: 0.1747097820, other_time: 2.9881515503
epoch time: 12.1895923615s, input_fired_time: 0.1981638521, output_fired_time: 0.0000000000, propagate_forward_time: 11.4543752670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370531082
validation[          , genome  5220] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       789.15198, best error:       783.81433 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 149.5639495850s, input_fired_time: 1.5951855183, output_fired_time: 1.4756764174, propagate_forward_time: 57.1374740601, propagate_backward_time: 86.4345016479, weight_update_time: 0.1705485582, other_time: 2.9211120605
epoch time: 12.2431573868s, input_fired_time: 0.1936671883, output_fired_time: 0.0000000000, propagate_forward_time: 11.5282068253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212831497
validation[          , genome  5220] predictions:    9747/  10000 (97.47%), best:    9764/10000 (97.64%), error:       843.87549, best error:       783.81433 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 150.2194671631s, input_fired_time: 1.6089035273, output_fired_time: 1.4823191166, propagate_forward_time: 57.3465156555, propagate_backward_time: 86.8314132690, weight_update_time: 0.1730661094, other_time: 2.9503250122
epoch time: 12.2155218124s, input_fired_time: 0.1986533999, output_fired_time: 0.0000000000, propagate_forward_time: 11.4809112549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359573364
validation[          , genome  5220] predictions:    9727/  10000 (97.27%), best:    9764/10000 (97.64%), error:       926.24854, best error:       783.81433 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 150.6829071045s, input_fired_time: 1.5916429758, output_fired_time: 1.4785611629, propagate_forward_time: 57.5213851929, propagate_backward_time: 87.1809692383, weight_update_time: 0.1716322154, other_time: 2.9103469849
epoch time: 12.2869234085s, input_fired_time: 0.1993082315, output_fired_time: 0.0000000000, propagate_forward_time: 11.5493478775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5382671356
validation[          , genome  5220] predictions:    9737/  10000 (97.37%), best:    9764/10000 (97.64%), error:       896.69757, best error:       783.81433 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 149.8722839355s, input_fired_time: 1.5828199387, output_fired_time: 1.4737681150, propagate_forward_time: 57.1928100586, propagate_backward_time: 86.7380371094, weight_update_time: 0.1704553813, other_time: 2.8848419189
epoch time: 12.2410583496s, input_fired_time: 0.1970092803, output_fired_time: 0.0000000000, propagate_forward_time: 11.5237817764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5202674866
validation[          , genome  5220] predictions:    9752/  10000 (97.52%), best:    9764/10000 (97.64%), error:       833.59454, best error:       783.81433 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 150.9222106934s, input_fired_time: 1.6254496574, output_fired_time: 1.4860086441, propagate_forward_time: 57.5963897705, propagate_backward_time: 87.2264328003, weight_update_time: 0.1737708747, other_time: 2.9879379272
epoch time: 12.2173681259s, input_fired_time: 0.1951067299, output_fired_time: 0.0000000000, propagate_forward_time: 11.4997911453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5224704742
validation[          , genome  5220] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       779.57581, best error:       779.57581 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 150.2525024414s, input_fired_time: 1.6218973398, output_fired_time: 1.4821109772, propagate_forward_time: 57.3673706055, propagate_backward_time: 86.7965087891, weight_update_time: 0.1723319441, other_time: 2.9846038818
epoch time: 12.2032079697s, input_fired_time: 0.1991641968, output_fired_time: 0.0000000000, propagate_forward_time: 11.4665956497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374479294
validation[          , genome  5220] predictions:    9754/  10000 (97.54%), best:    9781/10000 (97.81%), error:       830.57892, best error:       779.57581 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 149.6462097168s, input_fired_time: 1.5846390724, output_fired_time: 1.4795460701, propagate_forward_time: 57.0762023926, propagate_backward_time: 86.6234130859, weight_update_time: 0.1691842079, other_time: 2.8824005127
epoch time: 12.0650081635s, input_fired_time: 0.1937279105, output_fired_time: 0.0000000000, propagate_forward_time: 11.3497200012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5215606689
validation[          , genome  5220] predictions:    9737/  10000 (97.37%), best:    9781/10000 (97.81%), error:       856.69031, best error:       779.57581 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 150.4817504883s, input_fired_time: 1.5908993483, output_fired_time: 1.4839208126, propagate_forward_time: 57.4674682617, propagate_backward_time: 87.0592880249, weight_update_time: 0.1721541733, other_time: 2.8801803589
epoch time: 12.2597560883s, input_fired_time: 0.1959067881, output_fired_time: 0.0000000000, propagate_forward_time: 11.5449247360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5189247131
validation[          , genome  5220] predictions:    9754/  10000 (97.54%), best:    9781/10000 (97.81%), error:       803.17487, best error:       779.57581 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 150.2751617432s, input_fired_time: 1.5777311325, output_fired_time: 1.4775086641, propagate_forward_time: 57.3952331543, propagate_backward_time: 86.9489593506, weight_update_time: 0.1706638634, other_time: 2.8757324219
epoch time: 12.1782817841s, input_fired_time: 0.1957103610, output_fired_time: 0.0000000000, propagate_forward_time: 11.4631309509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5194406509
validation[          , genome  5220] predictions:    9767/  10000 (97.67%), best:    9781/10000 (97.81%), error:       825.75928, best error:       779.57581 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 150.3402709961s, input_fired_time: 1.6008487940, output_fired_time: 1.4790904522, propagate_forward_time: 57.4721450806, propagate_backward_time: 86.8769226074, weight_update_time: 0.1697105020, other_time: 2.9112625122
epoch time: 12.1550178528s, input_fired_time: 0.1990228742, output_fired_time: 0.0000000000, propagate_forward_time: 11.4208946228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5350999832
validation[          , genome  5220] predictions:    9767/  10000 (97.67%), best:    9781/10000 (97.81%), error:       784.33087, best error:       779.57581 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 149.5989837646s, input_fired_time: 1.5856812000, output_fired_time: 1.4703927040, propagate_forward_time: 57.1610069275, propagate_backward_time: 86.4886398315, weight_update_time: 0.1688608229, other_time: 2.8932571411
epoch time: 12.0252809525s, input_fired_time: 0.1943331808, output_fired_time: 0.0000000000, propagate_forward_time: 11.3108768463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5200710297
validation[          , genome  5220] predictions:    9736/  10000 (97.36%), best:    9781/10000 (97.81%), error:       888.22766, best error:       779.57581 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 149.6733703613s, input_fired_time: 1.6197383404, output_fired_time: 1.4749605656, propagate_forward_time: 57.1217308044, propagate_backward_time: 86.4726486206, weight_update_time: 0.1735154986, other_time: 2.9842910767
epoch time: 12.1590099335s, input_fired_time: 0.1999694109, output_fired_time: 0.0000000000, propagate_forward_time: 11.4216670990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373735428
validation[          , genome  5220] predictions:    9716/  10000 (97.16%), best:    9781/10000 (97.81%), error:       906.46039, best error:       779.57581 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 150.9502105713s, input_fired_time: 1.6250271797, output_fired_time: 1.4877508879, propagate_forward_time: 57.6638908386, propagate_backward_time: 87.1893005371, weight_update_time: 0.1729487330, other_time: 2.9842376709
epoch time: 12.1654224396s, input_fired_time: 0.2002040148, output_fired_time: 0.0000000000, propagate_forward_time: 11.4263162613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389022827
validation[          , genome  5220] predictions:    9752/  10000 (97.52%), best:    9781/10000 (97.81%), error:       829.92908, best error:       779.57581 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 149.8618011475s, input_fired_time: 1.5943202972, output_fired_time: 1.4775614738, propagate_forward_time: 57.1524543762, propagate_backward_time: 86.7548828125, weight_update_time: 0.1717210710, other_time: 2.8825988770
epoch time: 12.1298618317s, input_fired_time: 0.1951964200, output_fired_time: 0.0000000000, propagate_forward_time: 11.4136915207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5209741592
validation[          , genome  5220] predictions:    9756/  10000 (97.56%), best:    9781/10000 (97.81%), error:       805.79272, best error:       779.57581 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 149.8492279053s, input_fired_time: 1.6038852930, output_fired_time: 1.4746973515, propagate_forward_time: 57.1647605896, propagate_backward_time: 86.6749267578, weight_update_time: 0.1725993305, other_time: 2.9309539795
epoch time: 12.1380128860s, input_fired_time: 0.1992355734, output_fired_time: 0.0000000000, propagate_forward_time: 11.4029560089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5358209610
validation[          , genome  5220] predictions:    9726/  10000 (97.26%), best:    9781/10000 (97.81%), error:       834.68756, best error:       779.57581 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 150.5216369629s, input_fired_time: 1.6231671572, output_fired_time: 1.4808305502, propagate_forward_time: 57.4425544739, propagate_backward_time: 87.0146713257, weight_update_time: 0.1740597486, other_time: 2.9604110718
epoch time: 12.1629638672s, input_fired_time: 0.1984445304, output_fired_time: 0.0000000000, propagate_forward_time: 11.4288215637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5356979370
validation[          , genome  5220] predictions:    9768/  10000 (97.68%), best:    9781/10000 (97.81%), error:       796.88843, best error:       779.57581 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 149.7235870361s, input_fired_time: 1.6212998629, output_fired_time: 1.4672821760, propagate_forward_time: 57.1790351868, propagate_backward_time: 86.4607543945, weight_update_time: 0.1744471788, other_time: 2.9952087402
epoch time: 12.1643943787s, input_fired_time: 0.1982984394, output_fired_time: 0.0000000000, propagate_forward_time: 11.4292736053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368223190
validation[          , genome  5220] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       773.00885, best error:       773.00885 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 150.3615570068s, input_fired_time: 1.5940884352, output_fired_time: 1.4798833132, propagate_forward_time: 57.4810676575, propagate_backward_time: 86.9275741577, weight_update_time: 0.1701820493, other_time: 2.8789443970
epoch time: 12.2209167480s, input_fired_time: 0.1965569407, output_fired_time: 0.0000000000, propagate_forward_time: 11.5039892197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5203704834
validation[          , genome  5220] predictions:    9727/  10000 (97.27%), best:    9774/10000 (97.74%), error:       889.01434, best error:       773.00885 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 150.3958282471s, input_fired_time: 1.5914710760, output_fired_time: 1.4791821241, propagate_forward_time: 57.4320297241, propagate_backward_time: 87.0070266724, weight_update_time: 0.1696468592, other_time: 2.8861083984
epoch time: 12.2066202164s, input_fired_time: 0.1976097971, output_fired_time: 0.0000000000, propagate_forward_time: 11.4903879166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5186223984
validation[          , genome  5220] predictions:    9742/  10000 (97.42%), best:    9774/10000 (97.74%), error:       822.26190, best error:       773.00885 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 150.7301025391s, input_fired_time: 1.6196918488, output_fired_time: 1.4836125374, propagate_forward_time: 57.5766983032, propagate_backward_time: 87.1659469604, weight_update_time: 0.1708590090, other_time: 2.8841552734
epoch time: 12.2615299225s, input_fired_time: 0.1977909058, output_fired_time: 0.0000000000, propagate_forward_time: 11.5434398651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5202989578
validation[          , genome  5220] predictions:    9679/  10000 (96.79%), best:    9774/10000 (97.74%), error:       987.57257, best error:       773.00885 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 149.4929046631s, input_fired_time: 1.5903363228, output_fired_time: 1.4688444138, propagate_forward_time: 57.1667518616, propagate_backward_time: 86.3899765015, weight_update_time: 0.1686269194, other_time: 2.8770065308
epoch time: 12.2234592438s, input_fired_time: 0.1991984397, output_fired_time: 0.0000000000, propagate_forward_time: 11.5036430359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5206174850
validation[          , genome  5220] predictions:    9743/  10000 (97.43%), best:    9774/10000 (97.74%), error:       806.58997, best error:       773.00885 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 150.2441558838s, input_fired_time: 1.5937045813, output_fired_time: 1.4803602695, propagate_forward_time: 57.3889503479, propagate_backward_time: 86.8945999146, weight_update_time: 0.1711388230, other_time: 2.8865432739
epoch time: 12.1586532593s, input_fired_time: 0.1962994039, output_fired_time: 0.0000000000, propagate_forward_time: 11.4450101852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5173435211
validation[          , genome  5220] predictions:    9750/  10000 (97.50%), best:    9774/10000 (97.74%), error:       816.23138, best error:       773.00885 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 149.9056243896s, input_fired_time: 1.6100556850, output_fired_time: 1.4739867449, propagate_forward_time: 57.2520408630, propagate_backward_time: 86.6234512329, weight_update_time: 0.1719086170, other_time: 2.9460830688
epoch time: 12.2623853683s, input_fired_time: 0.2020308524, output_fired_time: 0.0000000000, propagate_forward_time: 11.5239877701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5363664627
validation[          , genome  5220] predictions:    9735/  10000 (97.35%), best:    9774/10000 (97.74%), error:       797.66614, best error:       773.00885 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 149.8965301514s, input_fired_time: 1.6177421808, output_fired_time: 1.4749255180, propagate_forward_time: 57.2056961060, propagate_backward_time: 86.6426315308, weight_update_time: 0.1721604317, other_time: 2.9555358887
epoch time: 12.2277126312s, input_fired_time: 0.1988165379, output_fired_time: 0.0000000000, propagate_forward_time: 11.5075426102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5213537216
validation[          , genome  5220] predictions:    9669/  10000 (96.69%), best:    9774/10000 (97.74%), error:      1000.71094, best error:       773.00885 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 149.8531188965s, input_fired_time: 1.6241055727, output_fired_time: 1.4827021360, propagate_forward_time: 57.1346778870, propagate_backward_time: 86.6267395020, weight_update_time: 0.1726624370, other_time: 2.9849090576
epoch time: 12.3045597076s, input_fired_time: 0.2000049204, output_fired_time: 0.0000000000, propagate_forward_time: 11.5657205582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5388345718
validation[          , genome  5220] predictions:    9766/  10000 (97.66%), best:    9774/10000 (97.74%), error:       779.99738, best error:       773.00885 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 149.7117919922s, input_fired_time: 1.6059143543, output_fired_time: 1.4689486027, propagate_forward_time: 57.2584571838, propagate_backward_time: 86.4599990845, weight_update_time: 0.1706502587, other_time: 2.9184799194
epoch time: 12.1781377792s, input_fired_time: 0.2007109821, output_fired_time: 0.0000000000, propagate_forward_time: 11.4413366318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360898972
validation[          , genome  5220] predictions:    9745/  10000 (97.45%), best:    9774/10000 (97.74%), error:       808.65143, best error:       773.00885 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 150.5044097900s, input_fired_time: 1.6329848766, output_fired_time: 1.4822444916, propagate_forward_time: 57.4229164124, propagate_backward_time: 86.9646835327, weight_update_time: 0.1773633510, other_time: 3.0015945435
epoch time: 12.1371374130s, input_fired_time: 0.1995930374, output_fired_time: 0.0000000000, propagate_forward_time: 11.4029741287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5345706940
validation[          , genome  5220] predictions:    9757/  10000 (97.57%), best:    9774/10000 (97.74%), error:       845.66840, best error:       773.00885 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 150.4037780762s, input_fired_time: 1.6130657196, output_fired_time: 1.4821342230, propagate_forward_time: 57.4585189819, propagate_backward_time: 86.9593734741, weight_update_time: 0.1698681265, other_time: 2.8906860352
epoch time: 12.0738821030s, input_fired_time: 0.1983155310, output_fired_time: 0.0000000000, propagate_forward_time: 11.3571176529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5184488297
validation[          , genome  5220] predictions:    9748/  10000 (97.48%), best:    9774/10000 (97.74%), error:       788.18146, best error:       773.00885 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 150.4989624023s, input_fired_time: 1.6031204462, output_fired_time: 1.4900081158, propagate_forward_time: 57.4549751282, propagate_backward_time: 87.0651550293, weight_update_time: 0.1712033004, other_time: 2.8857116699
epoch time: 12.1904697418s, input_fired_time: 0.1971130520, output_fired_time: 0.0000000000, propagate_forward_time: 11.4719305038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214262009
validation[          , genome  5220] predictions:    9729/  10000 (97.29%), best:    9774/10000 (97.74%), error:       836.15308, best error:       773.00885 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 151.0162506104s, input_fired_time: 1.6241844893, output_fired_time: 1.4842557907, propagate_forward_time: 57.6777954102, propagate_backward_time: 87.2766952515, weight_update_time: 0.1731523871, other_time: 2.9533157349
epoch time: 12.2124328613s, input_fired_time: 0.1977008730, output_fired_time: 0.0000000000, propagate_forward_time: 11.4934558868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212764740
validation[          , genome  5220] predictions:    9755/  10000 (97.55%), best:    9774/10000 (97.74%), error:       829.03113, best error:       773.00885 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 150.6050262451s, input_fired_time: 1.6183185577, output_fired_time: 1.4813930988, propagate_forward_time: 57.4980087280, propagate_backward_time: 87.0472946167, weight_update_time: 0.1722456217, other_time: 2.9600067139
epoch time: 12.2464523315s, input_fired_time: 0.1972317994, output_fired_time: 0.0000000000, propagate_forward_time: 11.5280570984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5211629868
validation[          , genome  5220] predictions:    9761/  10000 (97.61%), best:    9774/10000 (97.74%), error:       776.99719, best error:       773.00885 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 150.0743713379s, input_fired_time: 1.6123813391, output_fired_time: 1.4803467989, propagate_forward_time: 57.3328132629, propagate_backward_time: 86.7287445068, weight_update_time: 0.1707125455, other_time: 2.9200897217
epoch time: 12.2211427689s, input_fired_time: 0.2000253499, output_fired_time: 0.0000000000, propagate_forward_time: 11.4852371216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5358800888
validation[          , genome  5220] predictions:    9713/  10000 (97.13%), best:    9774/10000 (97.74%), error:       922.60535, best error:       773.00885 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 150.7274475098s, input_fired_time: 1.6326267719, output_fired_time: 1.4829556942, propagate_forward_time: 57.5143852234, propagate_backward_time: 87.1043014526, weight_update_time: 0.1748482436, other_time: 2.9931716919
epoch time: 12.2441358566s, input_fired_time: 0.2028676718, output_fired_time: 0.0000000000, propagate_forward_time: 11.5062723160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349960327
validation[          , genome  5220] predictions:    9664/  10000 (96.64%), best:    9774/10000 (97.74%), error:      1063.31738, best error:       773.00885 on epoch:    57, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 150.2894134521s, input_fired_time: 1.6376680136, output_fired_time: 1.4733198881, propagate_forward_time: 57.3174934387, propagate_backward_time: 86.8664398193, weight_update_time: 0.1742436886, other_time: 2.9945068359
epoch time: 12.2470102310s, input_fired_time: 0.1991757005, output_fired_time: 0.0000000000, propagate_forward_time: 11.5263977051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214366913
validation[          , genome  5220] predictions:    9748/  10000 (97.48%), best:    9774/10000 (97.74%), error:       816.73260, best error:       773.00885 on epoch:    57, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 150.2670898438s, input_fired_time: 1.6123121977, output_fired_time: 1.4790645838, propagate_forward_time: 57.4096374512, propagate_backward_time: 86.8461914063, weight_update_time: 0.1710917950, other_time: 2.9198913574
epoch time: 12.1402082443s, input_fired_time: 0.2018168867, output_fired_time: 0.0000000000, propagate_forward_time: 11.4030523300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5353393555
validation[          , genome  5220] predictions:    9729/  10000 (97.29%), best:    9774/10000 (97.74%), error:       886.15271, best error:       773.00885 on epoch:    57, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 149.9938049316s, input_fired_time: 1.6014182568, output_fired_time: 1.4730696678, propagate_forward_time: 57.2989654541, propagate_backward_time: 86.7421264648, weight_update_time: 0.1698809117, other_time: 2.8782196045
epoch time: 12.1791563034s, input_fired_time: 0.1991211325, output_fired_time: 0.0000000000, propagate_forward_time: 11.4603233337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5197114944
validation[          , genome  5220] predictions:    9744/  10000 (97.44%), best:    9774/10000 (97.74%), error:       848.65790, best error:       773.00885 on epoch:    57, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 150.1740264893s, input_fired_time: 1.6024421453, output_fired_time: 1.4752891064, propagate_forward_time: 57.3728752136, propagate_backward_time: 86.8389739990, weight_update_time: 0.1700168103, other_time: 2.8844299316
epoch time: 12.2473831177s, input_fired_time: 0.1984052062, output_fired_time: 0.0000000000, propagate_forward_time: 11.5260124207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5229654312
validation[          , genome  5220] predictions:    9743/  10000 (97.43%), best:    9774/10000 (97.74%), error:       830.00793, best error:       773.00885 on epoch:    57, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 149.8536071777s, input_fired_time: 1.6328320503, output_fired_time: 1.4791133404, propagate_forward_time: 57.2471160889, propagate_backward_time: 86.5162811279, weight_update_time: 0.1725710630, other_time: 2.9782714844
epoch time: 12.2030010223s, input_fired_time: 0.2040966600, output_fired_time: 0.0000000000, propagate_forward_time: 11.4621267319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5367774963
validation[          , genome  5220] predictions:    9696/  10000 (96.96%), best:    9774/10000 (97.74%), error:      1013.94458, best error:       773.00885 on epoch:    57, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 149.5790863037s, input_fired_time: 1.5977172852, output_fired_time: 1.4725438356, propagate_forward_time: 57.1268653870, propagate_backward_time: 86.5001144409, weight_update_time: 0.1695796847, other_time: 2.8818435669
epoch time: 12.1772413254s, input_fired_time: 0.1984876394, output_fired_time: 0.0000000000, propagate_forward_time: 11.4594631195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5192909241
validation[          , genome  5220] predictions:    9758/  10000 (97.58%), best:    9774/10000 (97.74%), error:       795.60345, best error:       773.00885 on epoch:    57, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 149.9701843262s, input_fired_time: 1.6111004353, output_fired_time: 1.4716722965, propagate_forward_time: 57.3445472717, propagate_backward_time: 86.6122741699, weight_update_time: 0.1714433283, other_time: 2.9305877686
epoch time: 12.1847162247s, input_fired_time: 0.1994470507, output_fired_time: 0.0000000000, propagate_forward_time: 11.4456520081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396175385
validation[          , genome  5220] predictions:    9746/  10000 (97.46%), best:    9774/10000 (97.74%), error:       819.90784, best error:       773.00885 on epoch:    57, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 150.5376586914s, input_fired_time: 1.6063884497, output_fired_time: 1.4858697653, propagate_forward_time: 57.4697914124, propagate_backward_time: 87.0879211426, weight_update_time: 0.1704328358, other_time: 2.8876953125
epoch time: 12.2780036926s, input_fired_time: 0.2006173879, output_fired_time: 0.0000000000, propagate_forward_time: 11.5569906235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5203952789
validation[          , genome  5220] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       714.95654, best error:       714.95654 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 150.5791473389s, input_fired_time: 1.6066170931, output_fired_time: 1.4872636795, propagate_forward_time: 57.4896278381, propagate_backward_time: 87.1071395874, weight_update_time: 0.1711461395, other_time: 2.8885116577
epoch time: 12.2888889313s, input_fired_time: 0.2003804147, output_fired_time: 0.0000000000, propagate_forward_time: 11.5682001114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5203084946
validation[          , genome  5220] predictions:    9730/  10000 (97.30%), best:    9775/10000 (97.75%), error:       902.51678, best error:       714.95654 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 149.8544006348s, input_fired_time: 1.6066392660, output_fired_time: 1.4759607315, propagate_forward_time: 57.3081359863, propagate_backward_time: 86.5691299438, weight_update_time: 0.1697729081, other_time: 2.8945236206
epoch time: 12.1862716675s, input_fired_time: 0.2036792934, output_fired_time: 0.0000000000, propagate_forward_time: 11.4500055313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325870514
validation[          , genome  5220] predictions:    9752/  10000 (97.52%), best:    9775/10000 (97.75%), error:       814.22424, best error:       714.95654 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 150.1007080078s, input_fired_time: 1.6318839788, output_fired_time: 1.4785540104, propagate_forward_time: 57.3342666626, propagate_backward_time: 86.6672363281, weight_update_time: 0.1748891771, other_time: 2.9887619019
epoch time: 12.0918750763s, input_fired_time: 0.2010433078, output_fired_time: 0.0000000000, propagate_forward_time: 11.3527975082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380344391
validation[          , genome  5220] predictions:    9610/  10000 (96.10%), best:    9775/10000 (97.75%), error:      1184.44629, best error:       714.95654 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 150.6241912842s, input_fired_time: 1.6388378143, output_fired_time: 1.4817384481, propagate_forward_time: 57.4963455200, propagate_backward_time: 87.0203628540, weight_update_time: 0.1731366366, other_time: 2.9869079590
epoch time: 12.3252143860s, input_fired_time: 0.2022517174, output_fired_time: 0.0000000000, propagate_forward_time: 11.5849313736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380315781
validation[          , genome  5220] predictions:    9739/  10000 (97.39%), best:    9775/10000 (97.75%), error:       862.85059, best error:       714.95654 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 150.7584381104s, input_fired_time: 1.6417598724, output_fired_time: 1.4815986156, propagate_forward_time: 57.5579490662, propagate_backward_time: 87.0856933594, weight_update_time: 0.1737761050, other_time: 2.9914398193
epoch time: 12.1234550476s, input_fired_time: 0.2039556652, output_fired_time: 0.0000000000, propagate_forward_time: 11.3835763931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359230042
validation[          , genome  5220] predictions:    9719/  10000 (97.19%), best:    9775/10000 (97.75%), error:       920.30554, best error:       714.95654 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 149.2898864746s, input_fired_time: 1.6306220293, output_fired_time: 1.4651699066, propagate_forward_time: 56.9032173157, propagate_backward_time: 86.3032684326, weight_update_time: 0.1725467145, other_time: 2.9876251221
epoch time: 12.0318880081s, input_fired_time: 0.2024306208, output_fired_time: 0.0000000000, propagate_forward_time: 11.2947378159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347194672
validation[          , genome  5220] predictions:    9733/  10000 (97.33%), best:    9775/10000 (97.75%), error:       869.30640, best error:       714.95654 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 149.7687072754s, input_fired_time: 1.6014411449, output_fired_time: 1.4844672680, propagate_forward_time: 57.2186050415, propagate_backward_time: 86.5840835571, weight_update_time: 0.1713874340, other_time: 2.8801116943
epoch time: 12.2422161102s, input_fired_time: 0.2000232786, output_fired_time: 0.0000000000, propagate_forward_time: 11.5245647430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5176277161
validation[          , genome  5220] predictions:    9743/  10000 (97.43%), best:    9775/10000 (97.75%), error:       856.07318, best error:       714.95654 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 149.6584014893s, input_fired_time: 1.6072357893, output_fired_time: 1.4716382027, propagate_forward_time: 57.1766204834, propagate_backward_time: 86.5245742798, weight_update_time: 0.1685920060, other_time: 2.8783340454
epoch time: 12.1373968124s, input_fired_time: 0.1977226287, output_fired_time: 0.0000000000, propagate_forward_time: 11.4204044342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5192699432
validation[          , genome  5220] predictions:    9704/  10000 (97.04%), best:    9775/10000 (97.75%), error:       976.19098, best error:       714.95654 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 149.9142150879s, input_fired_time: 1.6139115095, output_fired_time: 1.4743053913, propagate_forward_time: 57.1908569336, propagate_backward_time: 86.7197723389, weight_update_time: 0.1721349955, other_time: 2.9153747559
epoch time: 12.1948547363s, input_fired_time: 0.2027387321, output_fired_time: 0.0000000000, propagate_forward_time: 11.4556503296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5364656448
validation[          , genome  5220] predictions:    9742/  10000 (97.42%), best:    9775/10000 (97.75%), error:       811.56506, best error:       714.95654 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 149.3391418457s, input_fired_time: 1.6359030008, output_fired_time: 1.4721271992, propagate_forward_time: 56.7965049744, propagate_backward_time: 86.4485397339, weight_update_time: 0.1727513671, other_time: 2.9860610962
epoch time: 12.3260059357s, input_fired_time: 0.2028318793, output_fired_time: 0.0000000000, propagate_forward_time: 11.5854320526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5377416611
validation[          , genome  5220] predictions:    9770/  10000 (97.70%), best:    9775/10000 (97.75%), error:       761.77722, best error:       714.95654 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 150.2946472168s, input_fired_time: 1.6400786638, output_fired_time: 1.4807811975, propagate_forward_time: 57.4239234924, propagate_backward_time: 86.7588119507, weight_update_time: 0.1747337878, other_time: 2.9910659790
epoch time: 12.1863336563s, input_fired_time: 0.2002402544, output_fired_time: 0.0000000000, propagate_forward_time: 11.4679727554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5181207657
validation[          , genome  5220] predictions:    9752/  10000 (97.52%), best:    9775/10000 (97.75%), error:       813.39081, best error:       714.95654 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 149.4090118408s, input_fired_time: 1.6292462349, output_fired_time: 1.4694210291, propagate_forward_time: 57.1067352295, propagate_backward_time: 86.2473297119, weight_update_time: 0.1721888632, other_time: 2.9562835693
epoch time: 12.1369676590s, input_fired_time: 0.2032913864, output_fired_time: 0.0000000000, propagate_forward_time: 11.3989000320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347766876
validation[          , genome  5220] predictions:    9695/  10000 (96.95%), best:    9775/10000 (97.75%), error:       983.35486, best error:       714.95654 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 150.5757293701s, input_fired_time: 1.6440585852, output_fired_time: 1.4808547497, propagate_forward_time: 57.4660949707, propagate_backward_time: 86.9919891357, weight_update_time: 0.1749662310, other_time: 2.9927368164
epoch time: 12.2863521576s, input_fired_time: 0.2011150420, output_fired_time: 0.0000000000, propagate_forward_time: 11.5643472672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5208902359
validation[          , genome  5220] predictions:    9716/  10000 (97.16%), best:    9775/10000 (97.75%), error:       969.82990, best error:       714.95654 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 150.3701782227s, input_fired_time: 1.6462421417, output_fired_time: 1.4825863838, propagate_forward_time: 57.4612503052, propagate_backward_time: 86.7877655029, weight_update_time: 0.1741999388, other_time: 2.9923324585
epoch time: 12.2382364273s, input_fired_time: 0.2043836564, output_fired_time: 0.0000000000, propagate_forward_time: 11.4971313477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5367212296
validation[          , genome  5220] predictions:    9727/  10000 (97.27%), best:    9775/10000 (97.75%), error:       848.22791, best error:       714.95654 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 150.0399475098s, input_fired_time: 1.6405467987, output_fired_time: 1.4763149023, propagate_forward_time: 57.3183174133, propagate_backward_time: 86.6126937866, weight_update_time: 0.1733891517, other_time: 2.9920730591
epoch time: 12.2207403183s, input_fired_time: 0.2039718330, output_fired_time: 0.0000000000, propagate_forward_time: 11.4793615341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374069214
validation[          , genome  5220] predictions:    9766/  10000 (97.66%), best:    9775/10000 (97.75%), error:       747.37592, best error:       714.95654 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 150.7840728760s, input_fired_time: 1.6420505047, output_fired_time: 1.4874302149, propagate_forward_time: 57.5732612610, propagate_backward_time: 87.0853118896, weight_update_time: 0.1754471511, other_time: 2.9960327148
epoch time: 12.2797880173s, input_fired_time: 0.2034524679, output_fired_time: 0.0000000000, propagate_forward_time: 11.5390291214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373067856
validation[          , genome  5220] predictions:    9767/  10000 (97.67%), best:    9775/10000 (97.75%), error:       776.04523, best error:       714.95654 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 149.7614440918s, input_fired_time: 1.6138062477, output_fired_time: 1.4714784622, propagate_forward_time: 57.2529335022, propagate_backward_time: 86.5316467285, weight_update_time: 0.1693036705, other_time: 2.8915863037
epoch time: 12.1557140350s, input_fired_time: 0.2010800391, output_fired_time: 0.0000000000, propagate_forward_time: 11.4372310638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5174026489
validation[          , genome  5220] predictions:    9765/  10000 (97.65%), best:    9775/10000 (97.75%), error:       787.48492, best error:       714.95654 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 150.9342346191s, input_fired_time: 1.6141600609, output_fired_time: 1.4861810207, propagate_forward_time: 57.7145423889, propagate_backward_time: 87.2319869995, weight_update_time: 0.1708753556, other_time: 2.8873672485
epoch time: 12.2513475418s, input_fired_time: 0.1996819526, output_fired_time: 0.0000000000, propagate_forward_time: 11.5326404572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5190248489
validation[          , genome  5220] predictions:    9759/  10000 (97.59%), best:    9775/10000 (97.75%), error:       785.20227, best error:       714.95654 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 149.7971496582s, input_fired_time: 1.6377837658, output_fired_time: 1.4761832952, propagate_forward_time: 57.2016143799, propagate_backward_time: 86.5036544800, weight_update_time: 0.1728223264, other_time: 2.9779129028
epoch time: 12.2782020569s, input_fired_time: 0.2061418146, output_fired_time: 0.0000000000, propagate_forward_time: 11.5363092422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357513428
validation[          , genome  5220] predictions:    9749/  10000 (97.49%), best:    9775/10000 (97.75%), error:       834.24371, best error:       714.95654 on epoch:    81, 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: 61.2115669250s, input_fired_time: 1.0014259815, output_fired_time: 0.0000000000, propagate_forward_time: 57.5254478455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6846923828
best training[          , genome  5220] predictions:   49708/  50000 (99.42%), best:    9775/10000 (97.75%), error:      1220.42981, best error:       714.95654 on epoch:    81, 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: 12.3111181259s, input_fired_time: 0.2013546824, output_fired_time: 0.0000000000, propagate_forward_time: 11.5717697144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379934311
   testing[          , genome  5220] predictions:    9787/  10000 (97.87%), best:    9775/10000 (97.75%), error:       708.05054, best error:       714.95654 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:30:23 (4056): called boinc_finish(0)

</stderr_txt>
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