Nameexact_genome_1512568488_45_2120_1
Workunit2581807
Created6 Dec 2017, 22:11:51 UTC
Sent6 Dec 2017, 22:13:18 UTC
Report deadline9 Dec 2017, 21:30:53 UTC
Received6 Dec 2017, 23:54:50 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 40 min 52 sec
CPU time1 hours 37 min 5 sec
Validate stateValid
Credit742.64
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size150.98 MB
Peak swap size155.73 MB
Peak disk usage1.38 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0614300743, output_fired_time: 0.0000000000, propagate_forward_time: 3.8834226131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4181482792
validation[          , genome  2120] predictions:    9394/  10000 (93.94%), best:    9454/10000 (94.54%), error:      2102.46606, best error:      1925.23950 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 52.2765426636s, input_fired_time: 0.4931550920, output_fired_time: 0.5025020838, propagate_forward_time: 19.9067344666, propagate_backward_time: 28.9077796936, weight_update_time: 0.1298920661, other_time: 2.4663696289
epoch time: 4.5287032127s, input_fired_time: 0.0605566092, output_fired_time: 0.0000000000, propagate_forward_time: 4.0507607460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173860550
validation[          , genome  2120] predictions:    9470/  10000 (94.70%), best:    9470/10000 (94.70%), error:      1873.47815, best error:      1873.47815 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 53.8917922974s, input_fired_time: 0.5003445745, output_fired_time: 0.5079720616, propagate_forward_time: 20.7925796509, propagate_backward_time: 29.6433200836, weight_update_time: 0.1317305565, other_time: 2.4475765228
epoch time: 4.5996184349s, input_fired_time: 0.0610747933, output_fired_time: 0.0000000000, propagate_forward_time: 4.1180214882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205222130
validation[          , genome  2120] predictions:    9425/  10000 (94.25%), best:    9470/10000 (94.70%), error:      2042.27649, best error:      1873.47815 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 53.4348297119s, input_fired_time: 0.4968436062, output_fired_time: 0.5056362152, propagate_forward_time: 20.5585441589, propagate_backward_time: 29.4553966522, weight_update_time: 0.1297613531, other_time: 2.4184093475
epoch time: 4.5827894211s, input_fired_time: 0.0622736588, output_fired_time: 0.0000000000, propagate_forward_time: 4.0865502357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339656830
validation[          , genome  2120] predictions:    9418/  10000 (94.18%), best:    9470/10000 (94.70%), error:      2071.52026, best error:      1873.47815 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 52.9974250793s, input_fired_time: 0.4903915524, output_fired_time: 0.4979161918, propagate_forward_time: 20.3960094452, propagate_backward_time: 29.2045822144, weight_update_time: 0.1296077371, other_time: 2.4085254669
epoch time: 4.6478013992s, input_fired_time: 0.0637889281, output_fired_time: 0.0000000000, propagate_forward_time: 4.1488871574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4351253510
validation[          , genome  2120] predictions:    9461/  10000 (94.61%), best:    9470/10000 (94.70%), error:      1926.56689, best error:      1873.47815 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 53.3523559570s, input_fired_time: 0.4943487346, output_fired_time: 0.5066554546, propagate_forward_time: 20.5509777069, propagate_backward_time: 29.3837394714, weight_update_time: 0.1302718669, other_time: 2.4166316986
epoch time: 4.5886125565s, input_fired_time: 0.0609453730, output_fired_time: 0.0000000000, propagate_forward_time: 4.1091442108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4185228348
validation[          , genome  2120] predictions:    9433/  10000 (94.33%), best:    9470/10000 (94.70%), error:      1904.65442, best error:      1873.47815 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 53.6013526917s, input_fired_time: 0.5019562840, output_fired_time: 0.5053339601, propagate_forward_time: 20.6466121674, propagate_backward_time: 29.4847259521, weight_update_time: 0.1321001053, other_time: 2.4627246857
epoch time: 4.7240967751s, input_fired_time: 0.0634537488, output_fired_time: 0.0000000000, propagate_forward_time: 4.2192020416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4414410591
validation[          , genome  2120] predictions:    9428/  10000 (94.28%), best:    9470/10000 (94.70%), error:      2069.57422, best error:      1873.47815 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 53.8030319214s, input_fired_time: 0.5039986968, output_fired_time: 0.5055028200, propagate_forward_time: 20.7542476654, propagate_backward_time: 29.5931606293, weight_update_time: 0.1326561868, other_time: 2.4461231232
epoch time: 4.6351313591s, input_fired_time: 0.0629958436, output_fired_time: 0.0000000000, propagate_forward_time: 4.1497716904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223637581
validation[          , genome  2120] predictions:    9474/  10000 (94.74%), best:    9474/10000 (94.74%), error:      1860.50745, best error:      1860.50745 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 52.8110237122s, input_fired_time: 0.4893150628, output_fired_time: 0.5010483265, propagate_forward_time: 20.3962535858, propagate_backward_time: 29.0089778900, weight_update_time: 0.1297425628, other_time: 2.4154281616
epoch time: 4.6996021271s, input_fired_time: 0.0634783357, output_fired_time: 0.0000000000, propagate_forward_time: 4.2134351730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226884842
validation[          , genome  2120] predictions:    9462/  10000 (94.62%), best:    9474/10000 (94.74%), error:      1889.86804, best error:      1860.50745 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 52.7607841492s, input_fired_time: 0.4918662310, output_fired_time: 0.4985753298, propagate_forward_time: 20.3278675079, propagate_backward_time: 29.0523014069, weight_update_time: 0.1293985248, other_time: 2.3901710510
epoch time: 4.6163730621s, input_fired_time: 0.0630913079, output_fired_time: 0.0000000000, propagate_forward_time: 4.1140112877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392704964
validation[          , genome  2120] predictions:    9489/  10000 (94.89%), best:    9489/10000 (94.89%), error:      1773.19189, best error:      1773.19189 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 52.9285125732s, input_fired_time: 0.4952565134, output_fired_time: 0.4995824695, propagate_forward_time: 20.4311866760, propagate_backward_time: 29.0696544647, weight_update_time: 0.1293033659, other_time: 2.4328289032
epoch time: 4.8954033852s, input_fired_time: 0.0656224862, output_fired_time: 0.0000000000, propagate_forward_time: 4.3665771484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4632039070
validation[          , genome  2120] predictions:    9478/  10000 (94.78%), best:    9489/10000 (94.89%), error:      1851.56873, best error:      1773.19189 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 53.1168670654s, input_fired_time: 0.4979959726, output_fired_time: 0.5026145577, propagate_forward_time: 20.5254650116, propagate_backward_time: 29.2128524780, weight_update_time: 0.1295510679, other_time: 2.3779392242
epoch time: 4.5474672318s, input_fired_time: 0.0630698949, output_fired_time: 0.0000000000, propagate_forward_time: 4.0588922501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255051613
validation[          , genome  2120] predictions:    9477/  10000 (94.77%), best:    9489/10000 (94.89%), error:      1814.10193, best error:      1773.19189 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 52.6590881348s, input_fired_time: 0.4994091094, output_fired_time: 0.5032176971, propagate_forward_time: 20.2174930573, propagate_backward_time: 28.9602279663, weight_update_time: 0.1307181865, other_time: 2.4787425995
epoch time: 4.5073304176s, input_fired_time: 0.0624767095, output_fired_time: 0.0000000000, propagate_forward_time: 4.0171227455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4277310371
validation[          , genome  2120] predictions:    9448/  10000 (94.48%), best:    9489/10000 (94.89%), error:      1926.54077, best error:      1773.19189 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 52.4823036194s, input_fired_time: 0.4977542162, output_fired_time: 0.5034236312, propagate_forward_time: 20.1097068787, propagate_backward_time: 28.9193630219, weight_update_time: 0.1311087757, other_time: 2.4520587921
epoch time: 4.5116481781s, input_fired_time: 0.0627967641, output_fired_time: 0.0000000000, propagate_forward_time: 4.0257058144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4231457710
validation[          , genome  2120] predictions:    9484/  10000 (94.84%), best:    9489/10000 (94.89%), error:      1810.57263, best error:      1773.19189 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 53.2795982361s, input_fired_time: 0.4947853386, output_fired_time: 0.5038921237, propagate_forward_time: 20.5725631714, propagate_backward_time: 29.3092403412, weight_update_time: 0.1313211769, other_time: 2.3991184235
epoch time: 4.8863649368s, input_fired_time: 0.0674635917, output_fired_time: 0.0000000000, propagate_forward_time: 4.3513650894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4675364494
validation[          , genome  2120] predictions:    9482/  10000 (94.82%), best:    9489/10000 (94.89%), error:      1795.77124, best error:      1773.19189 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 53.1964530945s, input_fired_time: 0.5028101802, output_fired_time: 0.5058743954, propagate_forward_time: 20.5032768250, propagate_backward_time: 29.2051620483, weight_update_time: 0.1306534559, other_time: 2.4793281555
epoch time: 4.6748108864s, input_fired_time: 0.0641183630, output_fired_time: 0.0000000000, propagate_forward_time: 4.1804094315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302830696
validation[          , genome  2120] predictions:    9491/  10000 (94.91%), best:    9491/10000 (94.91%), error:      1756.46558, best error:      1756.46558 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 52.2859115601s, input_fired_time: 0.4936235249, output_fired_time: 0.5006525517, propagate_forward_time: 19.9989681244, propagate_backward_time: 28.8721885681, weight_update_time: 0.1294773072, other_time: 2.4204807281
epoch time: 4.4232220650s, input_fired_time: 0.0614907779, output_fired_time: 0.0000000000, propagate_forward_time: 3.9317402840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4299907684
validation[          , genome  2120] predictions:    9471/  10000 (94.71%), best:    9491/10000 (94.91%), error:      1887.29065, best error:      1756.46558 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 52.3155822754s, input_fired_time: 0.4916674197, output_fired_time: 0.4996398687, propagate_forward_time: 20.1415119171, propagate_backward_time: 28.7650928497, weight_update_time: 0.1272109598, other_time: 2.4176673889
epoch time: 4.7448911667s, input_fired_time: 0.0651877522, output_fired_time: 0.0000000000, propagate_forward_time: 4.2407908440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389123917
validation[          , genome  2120] predictions:    9458/  10000 (94.58%), best:    9491/10000 (94.91%), error:      1878.56616, best error:      1756.46558 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 53.6889381409s, input_fired_time: 0.5115108490, output_fired_time: 0.5081461668, propagate_forward_time: 20.6829032898, propagate_backward_time: 29.5116462708, weight_update_time: 0.1315949112, other_time: 2.4747352600
epoch time: 4.6738357544s, input_fired_time: 0.0618853867, output_fired_time: 0.0000000000, propagate_forward_time: 4.1897501945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222002029
validation[          , genome  2120] predictions:    9483/  10000 (94.83%), best:    9491/10000 (94.91%), error:      1861.78992, best error:      1756.46558 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 52.7176246643s, input_fired_time: 0.4936739206, output_fired_time: 0.5036014915, propagate_forward_time: 20.2857856750, propagate_backward_time: 29.0146312714, weight_update_time: 0.1290961355, other_time: 2.4199314117
epoch time: 4.8600168228s, input_fired_time: 0.0664196238, output_fired_time: 0.0000000000, propagate_forward_time: 4.3363871574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4572100639
validation[          , genome  2120] predictions:    9478/  10000 (94.78%), best:    9491/10000 (94.91%), error:      1857.61646, best error:      1756.46558 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 53.2719993591s, input_fired_time: 0.4993530810, output_fired_time: 0.5035359263, propagate_forward_time: 20.5148067474, propagate_backward_time: 29.3478031158, weight_update_time: 0.1304535270, other_time: 2.4065017700
epoch time: 4.6199140549s, input_fired_time: 0.0630404502, output_fired_time: 0.0000000000, propagate_forward_time: 4.1339392662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229345322
validation[          , genome  2120] predictions:    9415/  10000 (94.15%), best:    9491/10000 (94.91%), error:      1981.76453, best error:      1756.46558 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 52.8492622375s, input_fired_time: 0.4951692820, output_fired_time: 0.5012406707, propagate_forward_time: 20.2564697266, propagate_backward_time: 29.1607704163, weight_update_time: 0.1311185509, other_time: 2.4356117249
epoch time: 4.5916409492s, input_fired_time: 0.0616532601, output_fired_time: 0.0000000000, propagate_forward_time: 4.1090612411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209265709
validation[          , genome  2120] predictions:    9477/  10000 (94.77%), best:    9491/10000 (94.91%), error:      1845.28210, best error:      1756.46558 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 53.4923439026s, input_fired_time: 0.5002934337, output_fired_time: 0.5053995848, propagate_forward_time: 20.6016807556, propagate_backward_time: 29.4202709198, weight_update_time: 0.1317229718, other_time: 2.4647006989
epoch time: 4.3828110695s, input_fired_time: 0.0618902370, output_fired_time: 0.0000000000, propagate_forward_time: 3.8966128826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243080616
validation[          , genome  2120] predictions:    9502/  10000 (95.02%), best:    9502/10000 (95.02%), error:      1749.82178, best error:      1749.82178 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 52.2393455505s, input_fired_time: 0.4939178824, output_fired_time: 0.4989021420, propagate_forward_time: 20.1218833923, propagate_backward_time: 28.6915092468, weight_update_time: 0.1284445673, other_time: 2.4331321716
epoch time: 4.9344038963s, input_fired_time: 0.0697684810, output_fired_time: 0.0000000000, propagate_forward_time: 4.3973560333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4672794342
validation[          , genome  2120] predictions:    9486/  10000 (94.86%), best:    9502/10000 (95.02%), error:      1757.38782, best error:      1749.82178 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 52.7761917114s, input_fired_time: 0.4930510819, output_fired_time: 0.5012549758, propagate_forward_time: 20.3505496979, propagate_backward_time: 29.0366554260, weight_update_time: 0.1293104589, other_time: 2.3946819305
epoch time: 4.6896109581s, input_fired_time: 0.0631484538, output_fired_time: 0.0000000000, propagate_forward_time: 4.1855454445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409170151
validation[          , genome  2120] predictions:    9466/  10000 (94.66%), best:    9502/10000 (95.02%), error:      1917.23291, best error:      1749.82178 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 52.4970626831s, input_fired_time: 0.4970669448, output_fired_time: 0.5053431988, propagate_forward_time: 20.1148147583, propagate_backward_time: 28.9296302795, weight_update_time: 0.1308395565, other_time: 2.4502067566
epoch time: 4.6868224144s, input_fired_time: 0.0649944842, output_fired_time: 0.0000000000, propagate_forward_time: 4.1782321930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435958862
validation[          , genome  2120] predictions:    9504/  10000 (95.04%), best:    9502/10000 (95.02%), error:      1750.22363, best error:      1749.82178 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 51.6673583984s, input_fired_time: 0.4897558093, output_fired_time: 0.5007987022, propagate_forward_time: 19.5583381653, propagate_backward_time: 28.6707000732, weight_update_time: 0.1301366836, other_time: 2.4477653503
epoch time: 4.5234584808s, input_fired_time: 0.0620937645, output_fired_time: 0.0000000000, propagate_forward_time: 4.0418624878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4195022583
validation[          , genome  2120] predictions:    9482/  10000 (94.82%), best:    9502/10000 (95.02%), error:      1779.67603, best error:      1749.82178 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 52.9541244507s, input_fired_time: 0.4971398115, output_fired_time: 0.5018436909, propagate_forward_time: 20.5372714996, propagate_backward_time: 29.0321865082, weight_update_time: 0.1303552389, other_time: 2.3856849670
epoch time: 4.6295790672s, input_fired_time: 0.0639920458, output_fired_time: 0.0000000000, propagate_forward_time: 4.1382226944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273643494
validation[          , genome  2120] predictions:    9489/  10000 (94.89%), best:    9502/10000 (95.02%), error:      1756.07947, best error:      1749.82178 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 52.7937927246s, input_fired_time: 0.4928951859, output_fired_time: 0.4947100878, propagate_forward_time: 20.3566093445, propagate_backward_time: 29.0651340485, weight_update_time: 0.1295837015, other_time: 2.3844432831
epoch time: 4.6728873253s, input_fired_time: 0.0636260137, output_fired_time: 0.0000000000, propagate_forward_time: 4.1885385513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207229614
validation[          , genome  2120] predictions:    9501/  10000 (95.01%), best:    9502/10000 (95.02%), error:      1772.47754, best error:      1749.82178 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 52.4240264893s, input_fired_time: 0.4967738390, output_fired_time: 0.4984404147, propagate_forward_time: 20.1439990997, propagate_backward_time: 28.8317317963, weight_update_time: 0.1295265406, other_time: 2.4530830383
epoch time: 4.6533184052s, input_fired_time: 0.0632564649, output_fired_time: 0.0000000000, propagate_forward_time: 4.1518673897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381947517
validation[          , genome  2120] predictions:    9513/  10000 (95.13%), best:    9513/10000 (95.13%), error:      1724.42627, best error:      1724.42627 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 53.5273628235s, input_fired_time: 0.5054991841, output_fired_time: 0.5049313903, propagate_forward_time: 20.6654605865, propagate_backward_time: 29.3932476044, weight_update_time: 0.1310013086, other_time: 2.4582214355
epoch time: 4.6918520927s, input_fired_time: 0.0700920522, output_fired_time: 0.0000000000, propagate_forward_time: 4.1729979515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487619400
validation[          , genome  2120] predictions:    9510/  10000 (95.10%), best:    9513/10000 (95.13%), error:      1796.98560, best error:      1724.42627 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 53.1653823853s, input_fired_time: 0.5055117607, output_fired_time: 0.5034364462, propagate_forward_time: 20.5419902802, propagate_backward_time: 29.1822700500, weight_update_time: 0.1289020628, other_time: 2.4321727753
epoch time: 4.6355214119s, input_fired_time: 0.0633832291, output_fired_time: 0.0000000000, propagate_forward_time: 4.1363339424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358043671
validation[          , genome  2120] predictions:    9454/  10000 (94.54%), best:    9513/10000 (95.13%), error:      1900.25916, best error:      1724.42627 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 52.8853607178s, input_fired_time: 0.5006266832, output_fired_time: 0.5011302233, propagate_forward_time: 20.3617477417, propagate_backward_time: 29.0804195404, weight_update_time: 0.1305736154, other_time: 2.4414386749
epoch time: 4.5140852928s, input_fired_time: 0.0626985505, output_fired_time: 0.0000000000, propagate_forward_time: 4.0163297653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4350571632
validation[          , genome  2120] predictions:    9491/  10000 (94.91%), best:    9513/10000 (95.13%), error:      1787.53699, best error:      1724.42627 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 52.5221138000s, input_fired_time: 0.4936100245, output_fired_time: 0.4981269836, propagate_forward_time: 20.2403202057, propagate_backward_time: 28.9177875519, weight_update_time: 0.1292217076, other_time: 2.3722686768
epoch time: 4.4881105423s, input_fired_time: 0.0614059791, output_fired_time: 0.0000000000, propagate_forward_time: 4.0013084412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253959656
validation[          , genome  2120] predictions:    9521/  10000 (95.21%), best:    9513/10000 (95.13%), error:      1730.79541, best error:      1724.42627 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 52.4427833557s, input_fired_time: 0.4906403124, output_fired_time: 0.4971954226, propagate_forward_time: 20.2192440033, propagate_backward_time: 28.9027118683, weight_update_time: 0.1269359589, other_time: 2.3329925537
epoch time: 4.1075086594s, input_fired_time: 0.0596755445, output_fired_time: 0.0000000000, propagate_forward_time: 3.5990021229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488308430
validation[          , genome  2120] predictions:    9499/  10000 (94.99%), best:    9513/10000 (95.13%), error:      1786.99707, best error:      1724.42627 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 51.7140693665s, input_fired_time: 0.4943411350, output_fired_time: 0.4961825609, propagate_forward_time: 19.7097473145, propagate_backward_time: 28.5878143311, weight_update_time: 0.1289100945, other_time: 2.4259834290
epoch time: 4.6341867447s, input_fired_time: 0.0634608790, output_fired_time: 0.0000000000, propagate_forward_time: 4.1369271278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337987900
validation[          , genome  2120] predictions:    9512/  10000 (95.12%), best:    9513/10000 (95.13%), error:      1829.46545, best error:      1724.42627 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 52.6731491089s, input_fired_time: 0.4955811501, output_fired_time: 0.5013543963, propagate_forward_time: 20.2723217010, propagate_backward_time: 28.9828491211, weight_update_time: 0.1300322860, other_time: 2.4210414886
epoch time: 4.5619487762s, input_fired_time: 0.0637179837, output_fired_time: 0.0000000000, propagate_forward_time: 4.0641489029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4340820313
validation[          , genome  2120] predictions:    9528/  10000 (95.28%), best:    9528/10000 (95.28%), error:      1704.23389, best error:      1704.23389 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 53.2688446045s, input_fired_time: 0.4989998043, output_fired_time: 0.5032801032, propagate_forward_time: 20.5726070404, propagate_backward_time: 29.3084487915, weight_update_time: 0.1306020468, other_time: 2.3855075836
epoch time: 4.5417761803s, input_fired_time: 0.0658326894, output_fired_time: 0.0000000000, propagate_forward_time: 4.0407056808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4352378845
validation[          , genome  2120] predictions:    9501/  10000 (95.01%), best:    9528/10000 (95.28%), error:      1828.00354, best error:      1704.23389 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 52.8136672974s, input_fired_time: 0.5003591180, output_fired_time: 0.4998180270, propagate_forward_time: 20.4144687653, propagate_backward_time: 28.9853649139, weight_update_time: 0.1298597902, other_time: 2.4136581421
epoch time: 4.5317406654s, input_fired_time: 0.0627833530, output_fired_time: 0.0000000000, propagate_forward_time: 4.0480823517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208750725
validation[          , genome  2120] predictions:    9499/  10000 (94.99%), best:    9528/10000 (95.28%), error:      1761.15515, best error:      1704.23389 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 51.9040603638s, input_fired_time: 0.4903618097, output_fired_time: 0.4939732552, propagate_forward_time: 19.8909702301, propagate_backward_time: 28.6686229706, weight_update_time: 0.1275077462, other_time: 2.3601341248
epoch time: 4.3984737396s, input_fired_time: 0.0608261861, output_fired_time: 0.0000000000, propagate_forward_time: 3.9291794300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4084680080
validation[          , genome  2120] predictions:    9528/  10000 (95.28%), best:    9528/10000 (95.28%), error:      1727.67981, best error:      1704.23389 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 52.7829437256s, input_fired_time: 0.4944631755, output_fired_time: 0.5003371239, propagate_forward_time: 20.3147869110, propagate_backward_time: 29.1253833771, weight_update_time: 0.1282878965, other_time: 2.3479728699
epoch time: 4.5837774277s, input_fired_time: 0.0632761419, output_fired_time: 0.0000000000, propagate_forward_time: 4.0893115997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4311895370
validation[          , genome  2120] predictions:    9508/  10000 (95.08%), best:    9528/10000 (95.28%), error:      1761.16089, best error:      1704.23389 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 51.8038368225s, input_fired_time: 0.4936834276, output_fired_time: 0.4941137731, propagate_forward_time: 19.8774852753, propagate_backward_time: 28.5391178131, weight_update_time: 0.1278946251, other_time: 2.3994369507
epoch time: 4.6428360939s, input_fired_time: 0.0645865723, output_fired_time: 0.0000000000, propagate_forward_time: 4.1479091644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303402901
validation[          , genome  2120] predictions:    9500/  10000 (95.00%), best:    9528/10000 (95.28%), error:      1799.97437, best error:      1704.23389 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 52.7259330750s, input_fired_time: 0.5000271201, output_fired_time: 0.5033478737, propagate_forward_time: 20.1771774292, propagate_backward_time: 29.0795307159, weight_update_time: 0.1304318458, other_time: 2.4658489227
epoch time: 4.6861400604s, input_fired_time: 0.0641406476, output_fired_time: 0.0000000000, propagate_forward_time: 4.1849837303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370155334
validation[          , genome  2120] predictions:    9507/  10000 (95.07%), best:    9528/10000 (95.28%), error:      1798.16821, best error:      1704.23389 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 52.3878593445s, input_fired_time: 0.4930060506, output_fired_time: 0.5011836290, propagate_forward_time: 20.1561756134, propagate_backward_time: 28.8469181061, weight_update_time: 0.1285971999, other_time: 2.3905754089
epoch time: 4.6121706963s, input_fired_time: 0.0636371970, output_fired_time: 0.0000000000, propagate_forward_time: 4.1268105507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217228889
validation[          , genome  2120] predictions:    9513/  10000 (95.13%), best:    9528/10000 (95.28%), error:      1762.24805, best error:      1704.23389 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 53.7154731750s, input_fired_time: 0.5047119260, output_fired_time: 0.5055366755, propagate_forward_time: 20.7734584808, propagate_backward_time: 29.4990062714, weight_update_time: 0.1297310591, other_time: 2.4327621460
epoch time: 4.8732953072s, input_fired_time: 0.0698309615, output_fired_time: 0.0000000000, propagate_forward_time: 4.3406534195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628109932
validation[          , genome  2120] predictions:    9545/  10000 (95.45%), best:    9545/10000 (95.45%), error:      1673.00171, best error:      1673.00171 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 51.3188476563s, input_fired_time: 0.4905679226, output_fired_time: 0.4970251918, propagate_forward_time: 19.4136161804, propagate_backward_time: 28.4393062592, weight_update_time: 0.1296367645, other_time: 2.4783344269
epoch time: 4.6587877274s, input_fired_time: 0.0642191991, output_fired_time: 0.0000000000, propagate_forward_time: 4.1707243919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238443375
validation[          , genome  2120] predictions:    9472/  10000 (94.72%), best:    9545/10000 (95.45%), error:      1890.16650, best error:      1673.00171 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 52.5328025818s, input_fired_time: 0.4951666892, output_fired_time: 0.5014754534, propagate_forward_time: 20.0838680267, propagate_backward_time: 29.0063896179, weight_update_time: 0.1311092228, other_time: 2.4459018707
epoch time: 4.7675552368s, input_fired_time: 0.0670587793, output_fired_time: 0.0000000000, propagate_forward_time: 4.2458100319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4546866417
validation[          , genome  2120] predictions:    9531/  10000 (95.31%), best:    9545/10000 (95.45%), error:      1709.32227, best error:      1673.00171 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 51.9432296753s, input_fired_time: 0.4922871292, output_fired_time: 0.4977852702, propagate_forward_time: 19.8245754242, propagate_backward_time: 28.7044372559, weight_update_time: 0.1291716248, other_time: 2.4241466522
epoch time: 4.4456324577s, input_fired_time: 0.0622928403, output_fired_time: 0.0000000000, propagate_forward_time: 3.9663252831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4170141220
validation[          , genome  2120] predictions:    9506/  10000 (95.06%), best:    9545/10000 (95.45%), error:      1740.74231, best error:      1673.00171 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 52.9212684631s, input_fired_time: 0.5040186644, output_fired_time: 0.4994209409, propagate_forward_time: 20.3900337219, propagate_backward_time: 29.0545234680, weight_update_time: 0.1304026991, other_time: 2.4732742310
epoch time: 4.6872920990s, input_fired_time: 0.0639255047, output_fired_time: 0.0000000000, propagate_forward_time: 4.1941189766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4292473793
validation[          , genome  2120] predictions:    9522/  10000 (95.22%), best:    9545/10000 (95.45%), error:      1682.47095, best error:      1673.00171 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 52.8205833435s, input_fired_time: 0.4987318218, output_fired_time: 0.4964329004, propagate_forward_time: 20.3474731445, propagate_backward_time: 29.0967197418, weight_update_time: 0.1290775836, other_time: 2.3812236786
epoch time: 4.7455101013s, input_fired_time: 0.0675876737, output_fired_time: 0.0000000000, propagate_forward_time: 4.2341804504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4437417984
validation[          , genome  2120] predictions:    9506/  10000 (95.06%), best:    9545/10000 (95.45%), error:      1738.18494, best error:      1673.00171 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 51.5806617737s, input_fired_time: 0.4962745011, output_fired_time: 0.5007430315, propagate_forward_time: 19.5821361542, propagate_backward_time: 28.5343360901, weight_update_time: 0.1302664876, other_time: 2.4671726227
epoch time: 4.4907021523s, input_fired_time: 0.0628213137, output_fired_time: 0.0000000000, propagate_forward_time: 3.9928390980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4350416660
validation[          , genome  2120] predictions:    9488/  10000 (94.88%), best:    9545/10000 (95.45%), error:      1816.79980, best error:      1673.00171 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 52.9878273010s, input_fired_time: 0.5007970929, output_fired_time: 0.5015103221, propagate_forward_time: 20.2687129974, propagate_backward_time: 29.2902965546, weight_update_time: 0.1295710802, other_time: 2.4265098572
epoch time: 4.7138423920s, input_fired_time: 0.0657144263, output_fired_time: 0.0000000000, propagate_forward_time: 4.2015824318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4465456009
validation[          , genome  2120] predictions:    9514/  10000 (95.14%), best:    9545/10000 (95.45%), error:      1756.65161, best error:      1673.00171 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 51.7492866516s, input_fired_time: 0.4942311645, output_fired_time: 0.4968681931, propagate_forward_time: 19.8141918182, propagate_backward_time: 28.5519752502, weight_update_time: 0.1275570989, other_time: 2.3920192719
epoch time: 4.5732383728s, input_fired_time: 0.0630083084, output_fired_time: 0.0000000000, propagate_forward_time: 4.0791969299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4310331345
validation[          , genome  2120] predictions:    9523/  10000 (95.23%), best:    9545/10000 (95.45%), error:      1695.98132, best error:      1673.00171 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 53.0689659119s, input_fired_time: 0.4991926849, output_fired_time: 0.5043585896, propagate_forward_time: 20.4362812042, propagate_backward_time: 29.2332973480, weight_update_time: 0.1297402084, other_time: 2.3958358765
epoch time: 4.5427479744s, input_fired_time: 0.0647905171, output_fired_time: 0.0000000000, propagate_forward_time: 4.0449399948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330172539
validation[          , genome  2120] predictions:    9492/  10000 (94.92%), best:    9545/10000 (95.45%), error:      1767.47339, best error:      1673.00171 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 50.7586059570s, input_fired_time: 0.4872443676, output_fired_time: 0.4952962399, propagate_forward_time: 19.0709342957, propagate_backward_time: 28.2044506073, weight_update_time: 0.1282440424, other_time: 2.5006809235
epoch time: 4.4928607941s, input_fired_time: 0.0639875755, output_fired_time: 0.0000000000, propagate_forward_time: 3.9994332790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4294397831
validation[          , genome  2120] predictions:    9523/  10000 (95.23%), best:    9545/10000 (95.45%), error:      1685.28528, best error:      1673.00171 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 51.4565353394s, input_fired_time: 0.4952203035, output_fired_time: 0.4953987002, propagate_forward_time: 19.6318721771, propagate_backward_time: 28.4179420471, weight_update_time: 0.1280339062, other_time: 2.4161014557
epoch time: 4.5441603661s, input_fired_time: 0.0637420714, output_fired_time: 0.0000000000, propagate_forward_time: 4.0603032112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4201149940
validation[          , genome  2120] predictions:    9499/  10000 (94.99%), best:    9545/10000 (95.45%), error:      1747.49182, best error:      1673.00171 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 53.2223014832s, input_fired_time: 0.5004956126, output_fired_time: 0.4990140200, propagate_forward_time: 20.5130119324, propagate_backward_time: 29.2585010529, weight_update_time: 0.1289578974, other_time: 2.4512767792
epoch time: 4.2267584801s, input_fired_time: 0.0625914484, output_fired_time: 0.0000000000, propagate_forward_time: 3.6760640144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4881029129
validation[          , genome  2120] predictions:    9524/  10000 (95.24%), best:    9545/10000 (95.45%), error:      1767.49170, best error:      1673.00171 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 53.0574607849s, input_fired_time: 0.5040817857, output_fired_time: 0.5013509989, propagate_forward_time: 20.4166831970, propagate_backward_time: 29.2286548615, weight_update_time: 0.1311243176, other_time: 2.4066905975
epoch time: 4.6832842827s, input_fired_time: 0.0650627837, output_fired_time: 0.0000000000, propagate_forward_time: 4.1867332458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314880371
validation[          , genome  2120] predictions:    9502/  10000 (95.02%), best:    9545/10000 (95.45%), error:      1775.36230, best error:      1673.00171 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 53.6126289368s, input_fired_time: 0.5074933767, output_fired_time: 0.5072709322, propagate_forward_time: 20.6478099823, propagate_backward_time: 29.4937667847, weight_update_time: 0.1331146806, other_time: 2.4562892914
epoch time: 4.6822795868s, input_fired_time: 0.0659456402, output_fired_time: 0.0000000000, propagate_forward_time: 4.1734933853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4428405762
validation[          , genome  2120] predictions:    9520/  10000 (95.20%), best:    9545/10000 (95.45%), error:      1720.50208, best error:      1673.00171 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 53.6728935242s, input_fired_time: 0.5049252510, output_fired_time: 0.5063465238, propagate_forward_time: 20.7015857697, propagate_backward_time: 29.5477962494, weight_update_time: 0.1319492757, other_time: 2.4122390747
epoch time: 4.6111254692s, input_fired_time: 0.0646008477, output_fired_time: 0.0000000000, propagate_forward_time: 4.1104030609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361214638
validation[          , genome  2120] predictions:    9519/  10000 (95.19%), best:    9545/10000 (95.45%), error:      1759.22290, best error:      1673.00171 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 53.2186737061s, input_fired_time: 0.5019742250, output_fired_time: 0.5040858984, propagate_forward_time: 20.5174808502, propagate_backward_time: 29.2633857727, weight_update_time: 0.1312779188, other_time: 2.4317455292
epoch time: 4.7397370338s, input_fired_time: 0.0671091974, output_fired_time: 0.0000000000, propagate_forward_time: 4.2265419960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4460859299
validation[          , genome  2120] predictions:    9514/  10000 (95.14%), best:    9545/10000 (95.45%), error:      1736.84375, best error:      1673.00171 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 52.3223342896s, input_fired_time: 0.4955407083, output_fired_time: 0.4978277087, propagate_forward_time: 20.1858863831, propagate_backward_time: 28.7682418823, weight_update_time: 0.1280835271, other_time: 2.3748359680
epoch time: 4.6226053238s, input_fired_time: 0.0654126629, output_fired_time: 0.0000000000, propagate_forward_time: 4.1180138588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391789436
validation[          , genome  2120] predictions:    9514/  10000 (95.14%), best:    9545/10000 (95.45%), error:      1727.90479, best error:      1673.00171 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 52.9068336487s, input_fired_time: 0.5023268461, output_fired_time: 0.5027335882, propagate_forward_time: 20.2763881683, propagate_backward_time: 29.1874656677, weight_update_time: 0.1299228221, other_time: 2.4379177094
epoch time: 4.7130684853s, input_fired_time: 0.0662544966, output_fired_time: 0.0000000000, propagate_forward_time: 4.2092261314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4375877380
validation[          , genome  2120] predictions:    9426/  10000 (94.26%), best:    9545/10000 (95.45%), error:      2066.97656, best error:      1673.00171 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 51.6689872742s, input_fired_time: 0.4965818524, output_fired_time: 0.4927808642, propagate_forward_time: 19.7577819824, propagate_backward_time: 28.4696941376, weight_update_time: 0.1292148829, other_time: 2.4521465302
epoch time: 4.5615887642s, input_fired_time: 0.0641080886, output_fired_time: 0.0000000000, propagate_forward_time: 4.0632667542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4342141151
validation[          , genome  2120] predictions:    9491/  10000 (94.91%), best:    9545/10000 (95.45%), error:      1772.64246, best error:      1673.00171 on epoch:    58, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 52.9887886047s, input_fired_time: 0.5031543970, output_fired_time: 0.5023192763, propagate_forward_time: 20.3801593781, propagate_backward_time: 29.1904811859, weight_update_time: 0.1290814430, other_time: 2.4126739502
epoch time: 4.6470961571s, input_fired_time: 0.0641964525, output_fired_time: 0.0000000000, propagate_forward_time: 4.1517882347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4311113358
validation[          , genome  2120] predictions:    9534/  10000 (95.34%), best:    9534/10000 (95.34%), error:      1666.26880, best error:      1666.26880 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 53.7700729370s, input_fired_time: 0.5025849938, output_fired_time: 0.5060997605, propagate_forward_time: 20.7579135895, propagate_backward_time: 29.5707149506, weight_update_time: 0.1332240105, other_time: 2.4327564240
epoch time: 4.6357641220s, input_fired_time: 0.0648815855, output_fired_time: 0.0000000000, propagate_forward_time: 4.1383547783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4325275421
validation[          , genome  2120] predictions:    9520/  10000 (95.20%), best:    9534/10000 (95.34%), error:      1686.99194, best error:      1666.26880 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 53.0970726013s, input_fired_time: 0.5100140572, output_fired_time: 0.5062109828, propagate_forward_time: 20.3376140594, propagate_backward_time: 29.2569885254, weight_update_time: 0.1306084394, other_time: 2.4862461090
epoch time: 4.5876922607s, input_fired_time: 0.0639545321, output_fired_time: 0.0000000000, propagate_forward_time: 4.0978832245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4258546829
validation[          , genome  2120] predictions:    9524/  10000 (95.24%), best:    9534/10000 (95.34%), error:      1720.77441, best error:      1666.26880 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 53.2529830933s, input_fired_time: 0.5049134493, output_fired_time: 0.5047336221, propagate_forward_time: 20.5173816681, propagate_backward_time: 29.2925033569, weight_update_time: 0.1312673688, other_time: 2.4334506989
epoch time: 4.6064791679s, input_fired_time: 0.0638326928, output_fired_time: 0.0000000000, propagate_forward_time: 4.1207561493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218902588
validation[          , genome  2120] predictions:    9526/  10000 (95.26%), best:    9534/10000 (95.34%), error:      1731.58276, best error:      1666.26880 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 52.8807525635s, input_fired_time: 0.5027243495, output_fired_time: 0.5001856685, propagate_forward_time: 20.3600788116, propagate_backward_time: 29.1091632843, weight_update_time: 0.1303955019, other_time: 2.4085998535
epoch time: 4.7240996361s, input_fired_time: 0.0661643445, output_fired_time: 0.0000000000, propagate_forward_time: 4.2120432854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458918571
validation[          , genome  2120] predictions:    9525/  10000 (95.25%), best:    9534/10000 (95.34%), error:      1714.43127, best error:      1666.26880 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 53.5088081360s, input_fired_time: 0.5092586875, output_fired_time: 0.5087004900, propagate_forward_time: 20.6353778839, propagate_backward_time: 29.4393119812, weight_update_time: 0.1314197630, other_time: 2.4161586761
epoch time: 4.6613812447s, input_fired_time: 0.0636157990, output_fired_time: 0.0000000000, propagate_forward_time: 4.1755976677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221677780
validation[          , genome  2120] predictions:    9519/  10000 (95.19%), best:    9534/10000 (95.34%), error:      1715.51892, best error:      1666.26880 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 52.2810745239s, input_fired_time: 0.4988535941, output_fired_time: 0.5015268922, propagate_forward_time: 19.9183807373, propagate_backward_time: 28.9491691589, weight_update_time: 0.1299013346, other_time: 2.4131469727
epoch time: 4.6469564438s, input_fired_time: 0.0648922622, output_fired_time: 0.0000000000, propagate_forward_time: 4.1553201675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267439842
validation[          , genome  2120] predictions:    9522/  10000 (95.22%), best:    9534/10000 (95.34%), error:      1701.73193, best error:      1666.26880 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 54.1043968201s, input_fired_time: 0.5140715837, output_fired_time: 0.5093981028, propagate_forward_time: 20.7881240845, propagate_backward_time: 29.7997875214, weight_update_time: 0.1339453906, other_time: 2.4930133820
epoch time: 4.5934710503s, input_fired_time: 0.0641120896, output_fired_time: 0.0000000000, propagate_forward_time: 4.0900182724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393405914
validation[          , genome  2120] predictions:    9519/  10000 (95.19%), best:    9534/10000 (95.34%), error:      1703.00159, best error:      1666.26880 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 53.6835289001s, input_fired_time: 0.5166106224, output_fired_time: 0.5086463690, propagate_forward_time: 20.6836433411, propagate_backward_time: 29.4756813049, weight_update_time: 0.1319510639, other_time: 2.4989471436
epoch time: 4.6716189384s, input_fired_time: 0.0646052882, output_fired_time: 0.0000000000, propagate_forward_time: 4.1856622696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4213514328
validation[          , genome  2120] predictions:    9533/  10000 (95.33%), best:    9534/10000 (95.34%), error:      1693.40210, best error:      1666.26880 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 54.5767745972s, input_fired_time: 0.5177953839, output_fired_time: 0.5139896870, propagate_forward_time: 21.0307922363, propagate_backward_time: 30.0340538025, weight_update_time: 0.1344277561, other_time: 2.4801445007
epoch time: 4.3287243843s, input_fired_time: 0.0615653507, output_fired_time: 0.0000000000, propagate_forward_time: 3.8620948792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4050641060
validation[          , genome  2120] predictions:    9493/  10000 (94.93%), best:    9534/10000 (95.34%), error:      1791.68811, best error:      1666.26880 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 53.7525711060s, input_fired_time: 0.5099052787, output_fired_time: 0.5045073032, propagate_forward_time: 20.7324199677, propagate_backward_time: 29.6064395905, weight_update_time: 0.1304531395, other_time: 2.3992977142
epoch time: 4.5467000008s, input_fired_time: 0.0639206320, output_fired_time: 0.0000000000, propagate_forward_time: 4.0632162094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4195632935
validation[          , genome  2120] predictions:    9509/  10000 (95.09%), best:    9534/10000 (95.34%), error:      1746.71094, best error:      1666.26880 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 53.2950134277s, input_fired_time: 0.5018381476, output_fired_time: 0.5018516183, propagate_forward_time: 20.5364494324, propagate_backward_time: 29.3955001831, weight_update_time: 0.1312167495, other_time: 2.3593750000
epoch time: 4.5879588127s, input_fired_time: 0.0657496899, output_fired_time: 0.0000000000, propagate_forward_time: 4.0874285698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347805977
validation[          , genome  2120] predictions:    9535/  10000 (95.35%), best:    9534/10000 (95.34%), error:      1707.25195, best error:      1666.26880 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 52.9464950562s, input_fired_time: 0.5081422925, output_fired_time: 0.5031895041, propagate_forward_time: 20.3656883240, propagate_backward_time: 29.1082859039, weight_update_time: 0.1309469044, other_time: 2.4611911774
epoch time: 4.6335258484s, input_fired_time: 0.0642357245, output_fired_time: 0.0000000000, propagate_forward_time: 4.1482520103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4210381508
validation[          , genome  2120] predictions:    9515/  10000 (95.15%), best:    9534/10000 (95.34%), error:      1716.73706, best error:      1666.26880 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 53.3118362427s, input_fired_time: 0.5064224005, output_fired_time: 0.5062461495, propagate_forward_time: 20.4889450073, propagate_backward_time: 29.4283123016, weight_update_time: 0.1298406720, other_time: 2.3819103241
epoch time: 4.1704468727s, input_fired_time: 0.0612707585, output_fired_time: 0.0000000000, propagate_forward_time: 3.6627204418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4464557171
validation[          , genome  2120] predictions:    9497/  10000 (94.97%), best:    9534/10000 (95.34%), error:      1790.29041, best error:      1666.26880 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 52.9900169373s, input_fired_time: 0.5097873807, output_fired_time: 0.5071239471, propagate_forward_time: 20.2993450165, propagate_backward_time: 29.2253055573, weight_update_time: 0.1304456592, other_time: 2.4484558105
epoch time: 4.6161451340s, input_fired_time: 0.0658130720, output_fired_time: 0.0000000000, propagate_forward_time: 4.1230053902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4273266792
validation[          , genome  2120] predictions:    9515/  10000 (95.15%), best:    9534/10000 (95.34%), error:      1760.35645, best error:      1666.26880 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 52.6968383789s, input_fired_time: 0.4998234212, output_fired_time: 0.5009645224, propagate_forward_time: 20.3077907562, propagate_backward_time: 28.9736309052, weight_update_time: 0.1301375329, other_time: 2.4146270752
epoch time: 4.5500850677s, input_fired_time: 0.0634961650, output_fired_time: 0.0000000000, propagate_forward_time: 4.0633678436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232211113
validation[          , genome  2120] predictions:    9513/  10000 (95.13%), best:    9534/10000 (95.34%), error:      1732.94299, best error:      1666.26880 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 52.4918861389s, input_fired_time: 0.5031260252, output_fired_time: 0.5014619827, propagate_forward_time: 20.0091094971, propagate_backward_time: 29.0314292908, weight_update_time: 0.1296171099, other_time: 2.4467620850
epoch time: 4.0652484894s, input_fired_time: 0.0624423623, output_fired_time: 0.0000000000, propagate_forward_time: 3.5614914894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4413146973
validation[          , genome  2120] predictions:    9491/  10000 (94.91%), best:    9534/10000 (95.34%), error:      1807.69971, best error:      1666.26880 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 53.1174392700s, input_fired_time: 0.5039615035, output_fired_time: 0.5025894046, propagate_forward_time: 20.4885654449, propagate_backward_time: 29.2252006531, weight_update_time: 0.1300736368, other_time: 2.3971233368
epoch time: 4.5117011070s, input_fired_time: 0.0630788431, output_fired_time: 0.0000000000, propagate_forward_time: 4.0306324959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179897308
validation[          , genome  2120] predictions:    9547/  10000 (95.47%), best:    9534/10000 (95.34%), error:      1676.93530, best error:      1666.26880 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 53.1965293884s, input_fired_time: 0.5091624856, output_fired_time: 0.5033960342, propagate_forward_time: 20.5292301178, propagate_backward_time: 29.2590732574, weight_update_time: 0.1296398938, other_time: 2.3956680298
epoch time: 4.5202708244s, input_fired_time: 0.0651489273, output_fired_time: 0.0000000000, propagate_forward_time: 4.0354142189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197077751
validation[          , genome  2120] predictions:    9499/  10000 (94.99%), best:    9534/10000 (95.34%), error:      1748.24341, best error:      1666.26880 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 53.0122108459s, input_fired_time: 0.5034188628, output_fired_time: 0.5029014349, propagate_forward_time: 20.3560943604, propagate_backward_time: 29.2600727081, weight_update_time: 0.1282186955, other_time: 2.3897228241
epoch time: 4.6528449059s, input_fired_time: 0.0651154369, output_fired_time: 0.0000000000, propagate_forward_time: 4.1698045731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179248810
validation[          , genome  2120] predictions:    9521/  10000 (95.21%), best:    9534/10000 (95.34%), error:      1718.00293, best error:      1666.26880 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 53.4617538452s, input_fired_time: 0.5065792799, output_fired_time: 0.5027607083, propagate_forward_time: 20.6162624359, propagate_backward_time: 29.4673137665, weight_update_time: 0.1309106648, other_time: 2.3688354492
epoch time: 4.6447286606s, input_fired_time: 0.0647507980, output_fired_time: 0.0000000000, propagate_forward_time: 4.1510581970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4289197922
validation[          , genome  2120] predictions:    9527/  10000 (95.27%), best:    9534/10000 (95.34%), error:      1729.60535, best error:      1666.26880 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 53.4057731628s, input_fired_time: 0.5085882545, output_fired_time: 0.5044851303, propagate_forward_time: 20.5794315338, propagate_backward_time: 29.3897457123, weight_update_time: 0.1295532733, other_time: 2.4235229492
epoch time: 4.0627627373s, input_fired_time: 0.0612711981, output_fired_time: 0.0000000000, propagate_forward_time: 3.5743947029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4270968437
validation[          , genome  2120] predictions:    9527/  10000 (95.27%), best:    9534/10000 (95.34%), error:      1693.92847, best error:      1666.26880 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 53.3209190369s, input_fired_time: 0.5121645331, output_fired_time: 0.5047646761, propagate_forward_time: 20.5368385315, propagate_backward_time: 29.3592758179, weight_update_time: 0.1308316290, other_time: 2.4078750610
epoch time: 4.6348671913s, input_fired_time: 0.0669347271, output_fired_time: 0.0000000000, propagate_forward_time: 4.1302981377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376344681
validation[          , genome  2120] predictions:    9517/  10000 (95.17%), best:    9534/10000 (95.34%), error:      1726.04138, best error:      1666.26880 on epoch:    78, 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: 22.9472160339s, input_fired_time: 0.3213487864, output_fired_time: 0.0000000000, propagate_forward_time: 20.4305992126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1952686310
best training[          , genome  2120] predictions:   48409/  50000 (96.82%), best:    9534/10000 (95.34%), error:      5832.19092, best error:      1666.26880 on epoch:    78, 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: 4.4047961235s, input_fired_time: 0.0628525168, output_fired_time: 0.0000000000, propagate_forward_time: 3.9281563759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4137873650
   testing[          , genome  2120] predictions:    9594/  10000 (95.94%), best:    9534/10000 (95.34%), error:      1440.72498, best error:      1666.26880 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:54:17 (5072): called boinc_finish(0)

</stderr_txt>
]]>