Nameexact_genome_1512568488_43_2329_1
Workunit2582955
Created6 Dec 2017, 23:11:18 UTC
Sent6 Dec 2017, 23:17:22 UTC
Report deadline9 Dec 2017, 7:36:33 UTC
Received7 Dec 2017, 0:40:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 18 min 46 sec
CPU time1 hours 18 min 26 sec
Validate stateValid
Credit586.66
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.49 MB
Peak swap size156.21 MB
Peak disk usage1.65 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0271677449, output_fired_time: 0.0000000000, propagate_forward_time: 3.2578759193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3715865612
validation[          , genome  2329] predictions:    9406/  10000 (94.06%), best:    9506/10000 (95.06%), error:      2035.92163, best error:      1755.27185 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 42.8581008911s, input_fired_time: 0.2189706266, output_fired_time: 0.1969336122, propagate_forward_time: 16.3002471924, propagate_backward_time: 23.9876632690, weight_update_time: 0.1095082760, other_time: 2.1542854309
epoch time: 3.7276415825s, input_fired_time: 0.0278369244, output_fired_time: 0.0000000000, propagate_forward_time: 3.3163273335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834772110
validation[          , genome  2329] predictions:    9333/  10000 (93.33%), best:    9506/10000 (95.06%), error:      2177.52246, best error:      1755.27185 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 42.4193115234s, input_fired_time: 0.2202176750, output_fired_time: 0.1955537498, propagate_forward_time: 16.1179981232, propagate_backward_time: 23.6831951141, weight_update_time: 0.1111380532, other_time: 2.2023468018
epoch time: 3.6933026314s, input_fired_time: 0.0290385876, output_fired_time: 0.0000000000, propagate_forward_time: 3.2778255939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864383698
validation[          , genome  2329] predictions:    9445/  10000 (94.45%), best:    9506/10000 (95.06%), error:      1810.64429, best error:      1755.27185 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 42.7221260071s, input_fired_time: 0.2204112709, output_fired_time: 0.1964928061, propagate_forward_time: 16.2860431671, propagate_backward_time: 23.8376579285, weight_update_time: 0.1107759923, other_time: 2.1815242767
epoch time: 3.6646215916s, input_fired_time: 0.0278727636, output_fired_time: 0.0000000000, propagate_forward_time: 3.2608556747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758931160
validation[          , genome  2329] predictions:    9447/  10000 (94.47%), best:    9506/10000 (95.06%), error:      1805.10193, best error:      1755.27185 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 42.4397048950s, input_fired_time: 0.2185588926, output_fired_time: 0.1954446137, propagate_forward_time: 16.1633167267, propagate_backward_time: 23.7113304138, weight_update_time: 0.1098016500, other_time: 2.1510524750
epoch time: 3.5047535896s, input_fired_time: 0.0275645368, output_fired_time: 0.0000000000, propagate_forward_time: 3.0993165970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3778724670
validation[          , genome  2329] predictions:    9476/  10000 (94.76%), best:    9506/10000 (95.06%), error:      1806.97803, best error:      1755.27185 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 41.4594421387s, input_fired_time: 0.2167934477, output_fired_time: 0.1909350008, propagate_forward_time: 15.7745027542, propagate_backward_time: 23.1494159698, weight_update_time: 0.1072109714, other_time: 2.1277980804
epoch time: 3.6975829601s, input_fired_time: 0.0274042767, output_fired_time: 0.0000000000, propagate_forward_time: 3.3010432720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3691353798
validation[          , genome  2329] predictions:    9473/  10000 (94.73%), best:    9506/10000 (95.06%), error:      1836.88586, best error:      1755.27185 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 42.7329597473s, input_fired_time: 0.2174099386, output_fired_time: 0.1940955520, propagate_forward_time: 16.3351211548, propagate_backward_time: 23.8774471283, weight_update_time: 0.1083265245, other_time: 2.1088848114
epoch time: 3.5314257145s, input_fired_time: 0.0270387158, output_fired_time: 0.0000000000, propagate_forward_time: 3.1266424656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777444363
validation[          , genome  2329] predictions:    9468/  10000 (94.68%), best:    9506/10000 (95.06%), error:      1799.48474, best error:      1755.27185 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 42.9823112488s, input_fired_time: 0.2190196812, output_fired_time: 0.1960436404, propagate_forward_time: 16.4038753510, propagate_backward_time: 24.0097026825, weight_update_time: 0.1101713628, other_time: 2.1536674500
epoch time: 3.6413607597s, input_fired_time: 0.0271190982, output_fired_time: 0.0000000000, propagate_forward_time: 3.2407791615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734624386
validation[          , genome  2329] predictions:    9465/  10000 (94.65%), best:    9506/10000 (95.06%), error:      1807.06848, best error:      1755.27185 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 43.1308746338s, input_fired_time: 0.2205863446, output_fired_time: 0.1972694993, propagate_forward_time: 16.4750061035, propagate_backward_time: 24.0841445923, weight_update_time: 0.1100822464, other_time: 2.1538696289
epoch time: 3.6989912987s, input_fired_time: 0.0266460124, output_fired_time: 0.0000000000, propagate_forward_time: 3.3021130562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702323437
validation[          , genome  2329] predictions:    9475/  10000 (94.75%), best:    9506/10000 (95.06%), error:      1807.10205, best error:      1755.27185 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 42.8052520752s, input_fired_time: 0.2200994641, output_fired_time: 0.1968387663, propagate_forward_time: 16.3311996460, propagate_backward_time: 23.8851184845, weight_update_time: 0.1105118021, other_time: 2.1719951630
epoch time: 3.6935868263s, input_fired_time: 0.0285337605, output_fired_time: 0.0000000000, propagate_forward_time: 3.2731847763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918683529
validation[          , genome  2329] predictions:    9481/  10000 (94.81%), best:    9481/10000 (94.81%), error:      1714.85767, best error:      1714.85767 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 42.9007530212s, input_fired_time: 0.2190892547, output_fired_time: 0.1971838474, propagate_forward_time: 16.3686103821, propagate_backward_time: 24.0003185272, weight_update_time: 0.1090326458, other_time: 2.1155490875
epoch time: 3.7098562717s, input_fired_time: 0.0280350652, output_fired_time: 0.0000000000, propagate_forward_time: 3.2969737053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3848474026
validation[          , genome  2329] predictions:    9392/  10000 (93.92%), best:    9481/10000 (94.81%), error:      2046.54321, best error:      1714.85767 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 42.1585960388s, input_fired_time: 0.2200420946, output_fired_time: 0.1933653653, propagate_forward_time: 16.0364837646, propagate_backward_time: 23.5537815094, weight_update_time: 0.1095615327, other_time: 2.1549205780
epoch time: 3.7161724567s, input_fired_time: 0.0292449221, output_fired_time: 0.0000000000, propagate_forward_time: 3.2981669903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887605667
validation[          , genome  2329] predictions:    9492/  10000 (94.92%), best:    9481/10000 (94.81%), error:      1731.42249, best error:      1714.85767 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 42.0361938477s, input_fired_time: 0.2207885832, output_fired_time: 0.1936445534, propagate_forward_time: 15.9553699493, propagate_backward_time: 23.4998226166, weight_update_time: 0.1098979115, other_time: 2.1665687561
epoch time: 3.7207019329s, input_fired_time: 0.0286453776, output_fired_time: 0.0000000000, propagate_forward_time: 3.3094284534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826282024
validation[          , genome  2329] predictions:    9419/  10000 (94.19%), best:    9481/10000 (94.81%), error:      1934.67273, best error:      1714.85767 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 42.7241134644s, input_fired_time: 0.2218829542, output_fired_time: 0.1959823370, propagate_forward_time: 16.2982196808, propagate_backward_time: 23.8448829651, weight_update_time: 0.1104564816, other_time: 2.1631450653
epoch time: 3.6913535595s, input_fired_time: 0.0289986525, output_fired_time: 0.0000000000, propagate_forward_time: 3.2755286694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868262768
validation[          , genome  2329] predictions:    9379/  10000 (93.79%), best:    9481/10000 (94.81%), error:      2056.93823, best error:      1714.85767 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 42.7191390991s, input_fired_time: 0.2245345414, output_fired_time: 0.1964773685, propagate_forward_time: 16.2861843109, propagate_backward_time: 23.8052177429, weight_update_time: 0.1114851162, other_time: 2.2067279816
epoch time: 3.7237033844s, input_fired_time: 0.0296837091, output_fired_time: 0.0000000000, propagate_forward_time: 3.2960298061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3979899883
validation[          , genome  2329] predictions:    9502/  10000 (95.02%), best:    9502/10000 (95.02%), error:      1642.47009, best error:      1642.47009 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 42.3802490234s, input_fired_time: 0.2206053734, output_fired_time: 0.1946341991, propagate_forward_time: 16.1653099060, propagate_backward_time: 23.6591472626, weight_update_time: 0.1095892042, other_time: 2.1405544281
epoch time: 3.6571924686s, input_fired_time: 0.0289269648, output_fired_time: 0.0000000000, propagate_forward_time: 3.2404577732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878078461
validation[          , genome  2329] predictions:    9480/  10000 (94.80%), best:    9502/10000 (95.02%), error:      1686.15186, best error:      1642.47009 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 42.7250747681s, input_fired_time: 0.2214500904, output_fired_time: 0.1961703449, propagate_forward_time: 16.2841281891, propagate_backward_time: 23.8462657928, weight_update_time: 0.1105087623, other_time: 2.1770591736
epoch time: 3.7206439972s, input_fired_time: 0.0292751323, output_fired_time: 0.0000000000, propagate_forward_time: 3.2994339466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3919348717
validation[          , genome  2329] predictions:    9435/  10000 (94.35%), best:    9502/10000 (95.02%), error:      1791.02075, best error:      1642.47009 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 42.7134475708s, input_fired_time: 0.2222022414, output_fired_time: 0.1956146657, propagate_forward_time: 16.2658843994, propagate_backward_time: 23.8385181427, weight_update_time: 0.1108548194, other_time: 2.1912288666
epoch time: 3.5371873379s, input_fired_time: 0.0275000259, output_fired_time: 0.0000000000, propagate_forward_time: 3.1247093678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849780560
validation[          , genome  2329] predictions:    9511/  10000 (95.11%), best:    9502/10000 (95.02%), error:      1694.22375, best error:      1642.47009 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 41.9511489868s, input_fired_time: 0.2179593295, output_fired_time: 0.1911122650, propagate_forward_time: 15.9708395004, propagate_backward_time: 23.4508991241, weight_update_time: 0.1081233248, other_time: 2.1203365326
epoch time: 3.6444518566s, input_fired_time: 0.0282572787, output_fired_time: 0.0000000000, propagate_forward_time: 3.2330105305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3831839561
validation[          , genome  2329] predictions:    9479/  10000 (94.79%), best:    9502/10000 (95.02%), error:      1651.96631, best error:      1642.47009 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 42.0020484924s, input_fired_time: 0.2203662843, output_fired_time: 0.1924294531, propagate_forward_time: 16.0187721252, propagate_backward_time: 23.4390392303, weight_update_time: 0.1088872701, other_time: 2.1314411163
epoch time: 3.7261095047s, input_fired_time: 0.0288870353, output_fired_time: 0.0000000000, propagate_forward_time: 3.3070342541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901882172
validation[          , genome  2329] predictions:    9519/  10000 (95.19%), best:    9519/10000 (95.19%), error:      1558.53259, best error:      1558.53259 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 42.9599380493s, input_fired_time: 0.2200063169, output_fired_time: 0.1955870986, propagate_forward_time: 16.3943519592, propagate_backward_time: 24.0224990845, weight_update_time: 0.1095220819, other_time: 2.1274948120
epoch time: 3.6967494488s, input_fired_time: 0.0284569655, output_fired_time: 0.0000000000, propagate_forward_time: 3.2811391354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871533871
validation[          , genome  2329] predictions:    9531/  10000 (95.31%), best:    9519/10000 (95.19%), error:      1586.42358, best error:      1558.53259 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 42.5545196533s, input_fired_time: 0.2224075794, output_fired_time: 0.1953775883, propagate_forward_time: 16.2297420502, propagate_backward_time: 23.7525482178, weight_update_time: 0.1096327156, other_time: 2.1544437408
epoch time: 3.6956682205s, input_fired_time: 0.0282634180, output_fired_time: 0.0000000000, propagate_forward_time: 3.2854657173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819391727
validation[          , genome  2329] predictions:    9416/  10000 (94.16%), best:    9519/10000 (95.19%), error:      1929.92322, best error:      1558.53259 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 42.4731369019s, input_fired_time: 0.2200389951, output_fired_time: 0.1941524148, propagate_forward_time: 16.1615829468, propagate_backward_time: 23.7703475952, weight_update_time: 0.1094376743, other_time: 2.1270141602
epoch time: 3.7422602177s, input_fired_time: 0.0290785264, output_fired_time: 0.0000000000, propagate_forward_time: 3.3134050369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3997766972
validation[          , genome  2329] predictions:    9516/  10000 (95.16%), best:    9519/10000 (95.19%), error:      1575.43738, best error:      1558.53259 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 43.1592674255s, input_fired_time: 0.2249712348, output_fired_time: 0.1969269961, propagate_forward_time: 16.4087619781, propagate_backward_time: 24.1266670227, weight_update_time: 0.1119192764, other_time: 2.2019405365
epoch time: 3.6937794685s, input_fired_time: 0.0285757445, output_fired_time: 0.0000000000, propagate_forward_time: 3.2738730907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3913307190
validation[          , genome  2329] predictions:    9392/  10000 (93.92%), best:    9519/10000 (95.19%), error:      1947.35754, best error:      1558.53259 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 42.3796501160s, input_fired_time: 0.2210328579, output_fired_time: 0.1934683472, propagate_forward_time: 16.2141475677, propagate_backward_time: 23.6197032928, weight_update_time: 0.1084930077, other_time: 2.1312980652
epoch time: 3.6719548702s, input_fired_time: 0.0280816592, output_fired_time: 0.0000000000, propagate_forward_time: 3.2682034969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756697178
validation[          , genome  2329] predictions:    9496/  10000 (94.96%), best:    9519/10000 (95.19%), error:      1691.11560, best error:      1558.53259 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 42.2927627563s, input_fired_time: 0.2223000228, output_fired_time: 0.1941180527, propagate_forward_time: 16.1205997467, propagate_backward_time: 23.5873069763, weight_update_time: 0.1102327555, other_time: 2.1684360504
epoch time: 3.6873948574s, input_fired_time: 0.0283366349, output_fired_time: 0.0000000000, propagate_forward_time: 3.2739901543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3850681782
validation[          , genome  2329] predictions:    9434/  10000 (94.34%), best:    9519/10000 (95.19%), error:      1856.84656, best error:      1558.53259 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 42.8922157288s, input_fired_time: 0.2248017490, output_fired_time: 0.1965024471, propagate_forward_time: 16.3482322693, propagate_backward_time: 23.9134368896, weight_update_time: 0.1119863838, other_time: 2.2092437744
epoch time: 3.6468453407s, input_fired_time: 0.0291911643, output_fired_time: 0.0000000000, propagate_forward_time: 3.2332341671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844199181
validation[          , genome  2329] predictions:    9520/  10000 (95.20%), best:    9519/10000 (95.19%), error:      1583.67566, best error:      1558.53259 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 42.6603202820s, input_fired_time: 0.2198870331, output_fired_time: 0.1948840618, propagate_forward_time: 16.3131370544, propagate_backward_time: 23.8278694153, weight_update_time: 0.1081028506, other_time: 2.1045417786
epoch time: 3.6471204758s, input_fired_time: 0.0287615918, output_fired_time: 0.0000000000, propagate_forward_time: 3.2405161858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3778426647
validation[          , genome  2329] predictions:    9461/  10000 (94.61%), best:    9519/10000 (95.19%), error:      1787.97607, best error:      1558.53259 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 43.0157012939s, input_fired_time: 0.2232498229, output_fired_time: 0.1969910711, propagate_forward_time: 16.4125957489, propagate_backward_time: 24.0180454254, weight_update_time: 0.1107831597, other_time: 2.1648178101
epoch time: 3.6408147812s, input_fired_time: 0.0283760559, output_fired_time: 0.0000000000, propagate_forward_time: 3.2311477661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3812909126
validation[          , genome  2329] predictions:    9530/  10000 (95.30%), best:    9519/10000 (95.19%), error:      1580.07654, best error:      1558.53259 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 42.9748725891s, input_fired_time: 0.2247398943, output_fired_time: 0.1967585385, propagate_forward_time: 16.4191036224, propagate_backward_time: 23.9865837097, weight_update_time: 0.1102342755, other_time: 2.1476879120
epoch time: 3.6408152580s, input_fired_time: 0.0288522262, output_fired_time: 0.0000000000, propagate_forward_time: 3.2276551723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3843078613
validation[          , genome  2329] predictions:    9490/  10000 (94.90%), best:    9519/10000 (95.19%), error:      1746.72791, best error:      1558.53259 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 42.9259490967s, input_fired_time: 0.2255016565, output_fired_time: 0.1966325641, propagate_forward_time: 16.3520450592, propagate_backward_time: 23.9676265717, weight_update_time: 0.1112444699, other_time: 2.1841430664
epoch time: 3.6796011925s, input_fired_time: 0.0283596721, output_fired_time: 0.0000000000, propagate_forward_time: 3.2712082863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800332546
validation[          , genome  2329] predictions:    9526/  10000 (95.26%), best:    9526/10000 (95.26%), error:      1549.23315, best error:      1549.23315 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 42.7742805481s, input_fired_time: 0.2229805142, output_fired_time: 0.1951496303, propagate_forward_time: 16.3159198761, propagate_backward_time: 23.9050998688, weight_update_time: 0.1098195463, other_time: 2.1351318359
epoch time: 3.6567935944s, input_fired_time: 0.0287621096, output_fired_time: 0.0000000000, propagate_forward_time: 3.2561116219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3719198704
validation[          , genome  2329] predictions:    9532/  10000 (95.32%), best:    9526/10000 (95.26%), error:      1623.89856, best error:      1549.23315 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 42.9190330505s, input_fired_time: 0.2259124070, output_fired_time: 0.1961527169, propagate_forward_time: 16.3639221191, propagate_backward_time: 23.9267616272, weight_update_time: 0.1119889617, other_time: 2.2062835693
epoch time: 3.6590557098s, input_fired_time: 0.0287191067, output_fired_time: 0.0000000000, propagate_forward_time: 3.2517445087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3785920143
validation[          , genome  2329] predictions:    9522/  10000 (95.22%), best:    9522/10000 (95.22%), error:      1523.50671, best error:      1523.50671 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 42.3582725525s, input_fired_time: 0.2222872376, output_fired_time: 0.1941092610, propagate_forward_time: 16.1634750366, propagate_backward_time: 23.6429233551, weight_update_time: 0.1092195138, other_time: 2.1354770660
epoch time: 3.6890962124s, input_fired_time: 0.0290262997, output_fired_time: 0.0000000000, propagate_forward_time: 3.2868635654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732063770
validation[          , genome  2329] predictions:    9485/  10000 (94.85%), best:    9522/10000 (95.22%), error:      1758.81763, best error:      1523.50671 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 42.6300163269s, input_fired_time: 0.2229293138, output_fired_time: 0.1947162300, propagate_forward_time: 16.2763500214, propagate_backward_time: 23.8140163422, weight_update_time: 0.1091380790, other_time: 2.1220016479
epoch time: 3.6704311371s, input_fired_time: 0.0273407996, output_fired_time: 0.0000000000, propagate_forward_time: 3.2737362385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693540096
validation[          , genome  2329] predictions:    9445/  10000 (94.45%), best:    9522/10000 (95.22%), error:      1870.75708, best error:      1523.50671 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 42.9556732178s, input_fired_time: 0.2245611101, output_fired_time: 0.1968578994, propagate_forward_time: 16.4056148529, propagate_backward_time: 23.9678421021, weight_update_time: 0.1103387401, other_time: 2.1607990265
epoch time: 3.6659226418s, input_fired_time: 0.0285163466, output_fired_time: 0.0000000000, propagate_forward_time: 3.2683105469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690958023
validation[          , genome  2329] predictions:    9517/  10000 (95.17%), best:    9522/10000 (95.22%), error:      1591.61304, best error:      1523.50671 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 42.8995704651s, input_fired_time: 0.2218895704, output_fired_time: 0.1954789162, propagate_forward_time: 16.3694210052, propagate_backward_time: 23.9963512421, weight_update_time: 0.1090085581, other_time: 2.1164283752
epoch time: 3.7119061947s, input_fired_time: 0.0282398649, output_fired_time: 0.0000000000, propagate_forward_time: 3.3133816719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702845573
validation[          , genome  2329] predictions:    9474/  10000 (94.74%), best:    9522/10000 (95.22%), error:      1723.73462, best error:      1523.50671 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 42.7062683105s, input_fired_time: 0.2220006138, output_fired_time: 0.1943351328, propagate_forward_time: 16.3093986511, propagate_backward_time: 23.8657283783, weight_update_time: 0.1082507819, other_time: 2.1148052216
epoch time: 3.6546344757s, input_fired_time: 0.0274047926, output_fired_time: 0.0000000000, propagate_forward_time: 3.2586095333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686201572
validation[          , genome  2329] predictions:    9470/  10000 (94.70%), best:    9522/10000 (95.22%), error:      1699.33374, best error:      1523.50671 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 42.8530082703s, input_fired_time: 0.2240374088, output_fired_time: 0.1966488510, propagate_forward_time: 16.3496646881, propagate_backward_time: 23.9400959015, weight_update_time: 0.1097320244, other_time: 2.1425628662
epoch time: 3.6578862667s, input_fired_time: 0.0279659517, output_fired_time: 0.0000000000, propagate_forward_time: 3.2589273453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3709928989
validation[          , genome  2329] predictions:    9491/  10000 (94.91%), best:    9522/10000 (95.22%), error:      1654.45679, best error:      1523.50671 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 42.8925170898s, input_fired_time: 0.2238396704, output_fired_time: 0.1941222847, propagate_forward_time: 16.3676490784, propagate_backward_time: 23.9833278656, weight_update_time: 0.1086014882, other_time: 2.1235790253
epoch time: 3.6584146023s, input_fired_time: 0.0294420347, output_fired_time: 0.0000000000, propagate_forward_time: 3.2448644638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3841080666
validation[          , genome  2329] predictions:    9520/  10000 (95.20%), best:    9522/10000 (95.22%), error:      1603.85083, best error:      1523.50671 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 42.4439086914s, input_fired_time: 0.2219403535, output_fired_time: 0.1934525073, propagate_forward_time: 16.2229633331, propagate_backward_time: 23.6798667908, weight_update_time: 0.1091800779, other_time: 2.1256885529
epoch time: 3.6811037064s, input_fired_time: 0.0285532046, output_fired_time: 0.0000000000, propagate_forward_time: 3.2850103378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675401211
validation[          , genome  2329] predictions:    9504/  10000 (95.04%), best:    9522/10000 (95.22%), error:      1618.00513, best error:      1523.50671 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 42.8372116089s, input_fired_time: 0.2214324176, output_fired_time: 0.1941999644, propagate_forward_time: 16.3566722870, propagate_backward_time: 23.9755058289, weight_update_time: 0.1077628285, other_time: 2.0894031525
epoch time: 3.6712324619s, input_fired_time: 0.0291932095, output_fired_time: 0.0000000000, propagate_forward_time: 3.2656691074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763701916
validation[          , genome  2329] predictions:    9540/  10000 (95.40%), best:    9540/10000 (95.40%), error:      1504.34460, best error:      1504.34460 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 42.8001594543s, input_fired_time: 0.2236078382, output_fired_time: 0.1950269043, propagate_forward_time: 16.3819866180, propagate_backward_time: 23.8782138824, weight_update_time: 0.1088621169, other_time: 2.1213264465
epoch time: 3.6585693359s, input_fired_time: 0.0280744862, output_fired_time: 0.0000000000, propagate_forward_time: 3.2606141567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698806763
validation[          , genome  2329] predictions:    9501/  10000 (95.01%), best:    9540/10000 (95.40%), error:      1638.77075, best error:      1504.34460 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 42.9185447693s, input_fired_time: 0.2226539552, output_fired_time: 0.1948184669, propagate_forward_time: 16.4194202423, propagate_backward_time: 23.9814224243, weight_update_time: 0.1083158106, other_time: 2.1002330780
epoch time: 3.6134567261s, input_fired_time: 0.0280683413, output_fired_time: 0.0000000000, propagate_forward_time: 3.2157022953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696861267
validation[          , genome  2329] predictions:    9524/  10000 (95.24%), best:    9540/10000 (95.40%), error:      1617.34180, best error:      1504.34460 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 42.6293373108s, input_fired_time: 0.2228102386, output_fired_time: 0.1942763925, propagate_forward_time: 16.2560958862, propagate_backward_time: 23.8244991302, weight_update_time: 0.1090198532, other_time: 2.1316585541
epoch time: 3.6444303989s, input_fired_time: 0.0280181672, output_fired_time: 0.0000000000, propagate_forward_time: 3.2486760616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677361012
validation[          , genome  2329] predictions:    9491/  10000 (94.91%), best:    9540/10000 (95.40%), error:      1714.29736, best error:      1504.34460 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 42.7417182922s, input_fired_time: 0.2227928340, output_fired_time: 0.1949496567, propagate_forward_time: 16.3460083008, propagate_backward_time: 23.8838691711, weight_update_time: 0.1075713784, other_time: 2.0940971375
epoch time: 3.6720597744s, input_fired_time: 0.0285726599, output_fired_time: 0.0000000000, propagate_forward_time: 3.2809488773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3625383377
validation[          , genome  2329] predictions:    9455/  10000 (94.55%), best:    9540/10000 (95.40%), error:      1819.33118, best error:      1504.34460 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 42.5892524719s, input_fired_time: 0.2228548527, output_fired_time: 0.1940981746, propagate_forward_time: 16.2908477783, propagate_backward_time: 23.7678318024, weight_update_time: 0.1086895838, other_time: 2.1136188507
epoch time: 3.7122294903s, input_fired_time: 0.0286146477, output_fired_time: 0.0000000000, propagate_forward_time: 3.3047375679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788771629
validation[          , genome  2329] predictions:    9498/  10000 (94.98%), best:    9540/10000 (95.40%), error:      1641.77100, best error:      1504.34460 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 40.9605789185s, input_fired_time: 0.2189774066, output_fired_time: 0.1878209561, propagate_forward_time: 15.6166696548, propagate_backward_time: 22.8557014465, weight_update_time: 0.1053492799, other_time: 2.0814094543
epoch time: 3.6341047287s, input_fired_time: 0.0279818196, output_fired_time: 0.0000000000, propagate_forward_time: 3.2378780842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682448864
validation[          , genome  2329] predictions:    9518/  10000 (95.18%), best:    9540/10000 (95.40%), error:      1543.00061, best error:      1504.34460 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 42.6922035217s, input_fired_time: 0.2228357792, output_fired_time: 0.1937280595, propagate_forward_time: 16.3266792297, propagate_backward_time: 23.8740539551, weight_update_time: 0.1069124043, other_time: 2.0749053955
epoch time: 3.7140424252s, input_fired_time: 0.0293150581, output_fired_time: 0.0000000000, propagate_forward_time: 3.3100025654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747248650
validation[          , genome  2329] predictions:    9519/  10000 (95.19%), best:    9540/10000 (95.40%), error:      1513.92188, best error:      1504.34460 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 42.8468399048s, input_fired_time: 0.2222786844, output_fired_time: 0.1945908368, propagate_forward_time: 16.4212989807, propagate_backward_time: 23.9458370209, weight_update_time: 0.1069794595, other_time: 2.0628337860
epoch time: 3.7023718357s, input_fired_time: 0.0286417771, output_fired_time: 0.0000000000, propagate_forward_time: 3.2953555584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783745766
validation[          , genome  2329] predictions:    9538/  10000 (95.38%), best:    9540/10000 (95.40%), error:      1552.40674, best error:      1504.34460 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 42.6812019348s, input_fired_time: 0.2224631310, output_fired_time: 0.1938983500, propagate_forward_time: 16.2908172607, propagate_backward_time: 23.8825397491, weight_update_time: 0.1075278297, other_time: 2.0914859772
epoch time: 3.6041910648s, input_fired_time: 0.0276495293, output_fired_time: 0.0000000000, propagate_forward_time: 3.2143993378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621420860
validation[          , genome  2329] predictions:    9486/  10000 (94.86%), best:    9540/10000 (95.40%), error:      1707.19983, best error:      1504.34460 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 42.0109558105s, input_fired_time: 0.2191668451, output_fired_time: 0.1907454431, propagate_forward_time: 16.0687999725, propagate_backward_time: 23.4989395142, weight_update_time: 0.1052428111, other_time: 2.0333042145
epoch time: 3.6983776093s, input_fired_time: 0.0284835715, output_fired_time: 0.0000000000, propagate_forward_time: 3.2957482338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3741457462
validation[          , genome  2329] predictions:    9430/  10000 (94.30%), best:    9540/10000 (95.40%), error:      1883.14417, best error:      1504.34460 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 42.5177536011s, input_fired_time: 0.2212608308, output_fired_time: 0.1927720904, propagate_forward_time: 16.2401447296, propagate_backward_time: 23.8121356964, weight_update_time: 0.1064300984, other_time: 2.0514411926
epoch time: 3.6641209126s, input_fired_time: 0.0283837263, output_fired_time: 0.0000000000, propagate_forward_time: 3.2701981068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655390739
validation[          , genome  2329] predictions:    9541/  10000 (95.41%), best:    9540/10000 (95.40%), error:      1515.39246, best error:      1504.34460 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 42.7483749390s, input_fired_time: 0.2222409695, output_fired_time: 0.1938191652, propagate_forward_time: 16.3353252411, propagate_backward_time: 23.9268112183, weight_update_time: 0.1067198887, other_time: 2.0701770782
epoch time: 3.6886107922s, input_fired_time: 0.0288476031, output_fired_time: 0.0000000000, propagate_forward_time: 3.2893524170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3704106808
validation[          , genome  2329] predictions:    9486/  10000 (94.86%), best:    9540/10000 (95.40%), error:      1793.99121, best error:      1504.34460 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 42.5864028931s, input_fired_time: 0.2221137881, output_fired_time: 0.1930249631, propagate_forward_time: 16.2859687805, propagate_backward_time: 23.8065757751, weight_update_time: 0.1067199558, other_time: 2.0787200928
epoch time: 3.6616685390s, input_fired_time: 0.0283950046, output_fired_time: 0.0000000000, propagate_forward_time: 3.2658510208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674225807
validation[          , genome  2329] predictions:    9518/  10000 (95.18%), best:    9540/10000 (95.40%), error:      1593.14111, best error:      1504.34460 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 42.7726745605s, input_fired_time: 0.2224543691, output_fired_time: 0.1933757216, propagate_forward_time: 16.3330154419, propagate_backward_time: 23.9516563416, weight_update_time: 0.1070710793, other_time: 2.0721740723
epoch time: 3.6264715195s, input_fired_time: 0.0283376463, output_fired_time: 0.0000000000, propagate_forward_time: 3.2353782654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627555370
validation[          , genome  2329] predictions:    9549/  10000 (95.49%), best:    9540/10000 (95.40%), error:      1515.26147, best error:      1504.34460 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 42.7572860718s, input_fired_time: 0.2220131010, output_fired_time: 0.1941948533, propagate_forward_time: 16.3737277985, propagate_backward_time: 23.9201335907, weight_update_time: 0.1064234003, other_time: 2.0472183228
epoch time: 3.6858005524s, input_fired_time: 0.0290559791, output_fired_time: 0.0000000000, propagate_forward_time: 3.2821397781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746047020
validation[          , genome  2329] predictions:    9551/  10000 (95.51%), best:    9540/10000 (95.40%), error:      1522.00098, best error:      1504.34460 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 42.8232154846s, input_fired_time: 0.2217366546, output_fired_time: 0.1941054165, propagate_forward_time: 16.3527069092, propagate_backward_time: 24.0063400269, weight_update_time: 0.1068827286, other_time: 2.0483245850
epoch time: 3.6925117970s, input_fired_time: 0.0288373660, output_fired_time: 0.0000000000, propagate_forward_time: 3.2903287411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733456135
validation[          , genome  2329] predictions:    9511/  10000 (95.11%), best:    9540/10000 (95.40%), error:      1585.11633, best error:      1504.34460 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 42.8766098022s, input_fired_time: 0.2231435776, output_fired_time: 0.1947797537, propagate_forward_time: 16.4213466644, propagate_backward_time: 23.9817142487, weight_update_time: 0.1068745106, other_time: 2.0556259155
epoch time: 3.6992633343s, input_fired_time: 0.0286289901, output_fired_time: 0.0000000000, propagate_forward_time: 3.2992057800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714284897
validation[          , genome  2329] predictions:    9463/  10000 (94.63%), best:    9540/10000 (95.40%), error:      1776.23022, best error:      1504.34460 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 42.2650604248s, input_fired_time: 0.2224221975, output_fired_time: 0.1917942166, propagate_forward_time: 16.1748733521, propagate_backward_time: 23.6126251221, weight_update_time: 0.1059032753, other_time: 2.0633430481
epoch time: 3.6945378780s, input_fired_time: 0.0291036032, output_fired_time: 0.0000000000, propagate_forward_time: 3.3000502586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653841019
validation[          , genome  2329] predictions:    9501/  10000 (95.01%), best:    9540/10000 (95.40%), error:      1653.69690, best error:      1504.34460 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 42.8649597168s, input_fired_time: 0.2236443311, output_fired_time: 0.1943821907, propagate_forward_time: 16.3919219971, propagate_backward_time: 23.9740314484, weight_update_time: 0.1071981490, other_time: 2.0809803009
epoch time: 3.6846168041s, input_fired_time: 0.0297835339, output_fired_time: 0.0000000000, propagate_forward_time: 3.2771768570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776564598
validation[          , genome  2329] predictions:    9547/  10000 (95.47%), best:    9540/10000 (95.40%), error:      1511.70166, best error:      1504.34460 on epoch:    55, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 42.9973258972s, input_fired_time: 0.2240834981, output_fired_time: 0.1948368549, propagate_forward_time: 16.4688072205, propagate_backward_time: 24.0603008270, weight_update_time: 0.1067413613, other_time: 2.0492992401
epoch time: 3.6316416264s, input_fired_time: 0.0290309004, output_fired_time: 0.0000000000, propagate_forward_time: 3.2300786972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3725321293
validation[          , genome  2329] predictions:    9583/  10000 (95.83%), best:    9583/10000 (95.83%), error:      1441.07397, best error:      1441.07397 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 42.3885765076s, input_fired_time: 0.2227361649, output_fired_time: 0.1932660937, propagate_forward_time: 16.1991176605, propagate_backward_time: 23.7194137573, weight_update_time: 0.1059657633, other_time: 2.0540409088
epoch time: 3.6636123657s, input_fired_time: 0.0288465768, output_fired_time: 0.0000000000, propagate_forward_time: 3.2730932236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616726398
validation[          , genome  2329] predictions:    9509/  10000 (95.09%), best:    9583/10000 (95.83%), error:      1563.89624, best error:      1441.07397 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 42.8755722046s, input_fired_time: 0.2238803804, output_fired_time: 0.1944965720, propagate_forward_time: 16.3810653687, propagate_backward_time: 24.0171756744, weight_update_time: 0.1071382016, other_time: 2.0589542389
epoch time: 3.5269200802s, input_fired_time: 0.0281149298, output_fired_time: 0.0000000000, propagate_forward_time: 3.1382486820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605563641
validation[          , genome  2329] predictions:    9543/  10000 (95.43%), best:    9583/10000 (95.83%), error:      1475.62939, best error:      1441.07397 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 42.7907752991s, input_fired_time: 0.2238020450, output_fired_time: 0.1938452423, propagate_forward_time: 16.3769416809, propagate_backward_time: 23.9463176727, weight_update_time: 0.1063292474, other_time: 2.0498714447
epoch time: 3.6819906235s, input_fired_time: 0.0288317241, output_fired_time: 0.0000000000, propagate_forward_time: 3.2877817154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653771877
validation[          , genome  2329] predictions:    9528/  10000 (95.28%), best:    9583/10000 (95.83%), error:      1528.28674, best error:      1441.07397 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 42.4116706848s, input_fired_time: 0.2226316929, output_fired_time: 0.1911941022, propagate_forward_time: 16.1667690277, propagate_backward_time: 23.7650508881, weight_update_time: 0.1063149124, other_time: 2.0660247803
epoch time: 3.7001757622s, input_fired_time: 0.0287600532, output_fired_time: 0.0000000000, propagate_forward_time: 3.2953732014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760426044
validation[          , genome  2329] predictions:    9555/  10000 (95.55%), best:    9583/10000 (95.83%), error:      1493.30334, best error:      1441.07397 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 42.6352539063s, input_fired_time: 0.2242673337, output_fired_time: 0.1939770728, propagate_forward_time: 16.3037338257, propagate_backward_time: 23.8371105194, weight_update_time: 0.1069733202, other_time: 2.0761661530
epoch time: 3.6888437271s, input_fired_time: 0.0288859997, output_fired_time: 0.0000000000, propagate_forward_time: 3.2905821800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693754673
validation[          , genome  2329] predictions:    9559/  10000 (95.59%), best:    9583/10000 (95.83%), error:      1515.11523, best error:      1441.07397 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 42.5062980652s, input_fired_time: 0.2236935198, output_fired_time: 0.1931042671, propagate_forward_time: 16.2442855835, propagate_backward_time: 23.7756366730, weight_update_time: 0.1065120772, other_time: 2.0695781708
epoch time: 3.6586916447s, input_fired_time: 0.0285931434, output_fired_time: 0.0000000000, propagate_forward_time: 3.2626004219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674981594
validation[          , genome  2329] predictions:    9525/  10000 (95.25%), best:    9583/10000 (95.83%), error:      1563.31982, best error:      1441.07397 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 42.8925323486s, input_fired_time: 0.2247952521, output_fired_time: 0.1948395967, propagate_forward_time: 16.4091396332, propagate_backward_time: 23.9924087524, weight_update_time: 0.1071059480, other_time: 2.0713481903
epoch time: 3.6755905151s, input_fired_time: 0.0286161825, output_fired_time: 0.0000000000, propagate_forward_time: 3.2777721882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692021370
validation[          , genome  2329] predictions:    9520/  10000 (95.20%), best:    9583/10000 (95.83%), error:      1542.39417, best error:      1441.07397 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 42.8493347168s, input_fired_time: 0.2249156684, output_fired_time: 0.1940065324, propagate_forward_time: 16.3278789520, propagate_backward_time: 24.0193367004, weight_update_time: 0.1068949997, other_time: 2.0831966400
epoch time: 3.6361312866s, input_fired_time: 0.0285040457, output_fired_time: 0.0000000000, propagate_forward_time: 3.2444298267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3631973267
validation[          , genome  2329] predictions:    9523/  10000 (95.23%), best:    9583/10000 (95.83%), error:      1597.77917, best error:      1441.07397 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 42.9368286133s, input_fired_time: 0.2252500057, output_fired_time: 0.1951257885, propagate_forward_time: 16.4300079346, propagate_backward_time: 24.0145664215, weight_update_time: 0.1070828810, other_time: 2.0718784332
epoch time: 3.6864352226s, input_fired_time: 0.0293242726, output_fired_time: 0.0000000000, propagate_forward_time: 3.2895891666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675217628
validation[          , genome  2329] predictions:    9521/  10000 (95.21%), best:    9583/10000 (95.83%), error:      1551.02539, best error:      1441.07397 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 42.7272415161s, input_fired_time: 0.2234815955, output_fired_time: 0.1937965304, propagate_forward_time: 16.3375091553, propagate_backward_time: 23.9261856079, weight_update_time: 0.1064536646, other_time: 2.0462684631
epoch time: 3.6516399384s, input_fired_time: 0.0290805567, output_fired_time: 0.0000000000, propagate_forward_time: 3.2614240646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611352444
validation[          , genome  2329] predictions:    9525/  10000 (95.25%), best:    9583/10000 (95.83%), error:      1534.18042, best error:      1441.07397 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 42.4851722717s, input_fired_time: 0.2239473909, output_fired_time: 0.1925304532, propagate_forward_time: 16.2398204803, propagate_backward_time: 23.7713108063, weight_update_time: 0.1064495817, other_time: 2.0575637817
epoch time: 3.6709001064s, input_fired_time: 0.0297226161, output_fired_time: 0.0000000000, propagate_forward_time: 3.2784316540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627457619
validation[          , genome  2329] predictions:    9530/  10000 (95.30%), best:    9583/10000 (95.83%), error:      1544.03479, best error:      1441.07397 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 42.5868797302s, input_fired_time: 0.2246877998, output_fired_time: 0.1937980056, propagate_forward_time: 16.2977600098, propagate_backward_time: 23.8126029968, weight_update_time: 0.1061966568, other_time: 2.0580291748
epoch time: 3.3570165634s, input_fired_time: 0.0278604683, output_fired_time: 0.0000000000, propagate_forward_time: 2.9758679867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532881737
validation[          , genome  2329] predictions:    9513/  10000 (95.13%), best:    9583/10000 (95.83%), error:      1631.83704, best error:      1441.07397 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 42.7067375183s, input_fired_time: 0.2255730480, output_fired_time: 0.1939931512, propagate_forward_time: 16.3494663239, propagate_backward_time: 23.8692054749, weight_update_time: 0.1067823768, other_time: 2.0684986115
epoch time: 3.6629345417s, input_fired_time: 0.0295746401, output_fired_time: 0.0000000000, propagate_forward_time: 3.2601265907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732333183
validation[          , genome  2329] predictions:    9563/  10000 (95.63%), best:    9583/10000 (95.83%), error:      1481.77637, best error:      1441.07397 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 42.8975257874s, input_fired_time: 0.2252863199, output_fired_time: 0.1942737550, propagate_forward_time: 16.4171829224, propagate_backward_time: 23.9995517731, weight_update_time: 0.1071730256, other_time: 2.0612316132
epoch time: 3.6592838764s, input_fired_time: 0.0291681197, output_fired_time: 0.0000000000, propagate_forward_time: 3.2673013210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628144264
validation[          , genome  2329] predictions:    9547/  10000 (95.47%), best:    9583/10000 (95.83%), error:      1485.83105, best error:      1441.07397 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 42.7399749756s, input_fired_time: 0.2259718180, output_fired_time: 0.1947811544, propagate_forward_time: 16.3758621216, propagate_backward_time: 23.8870773315, weight_update_time: 0.1076926664, other_time: 2.0562820435
epoch time: 3.6785275936s, input_fired_time: 0.0291660652, output_fired_time: 0.0000000000, propagate_forward_time: 3.2819240093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674376011
validation[          , genome  2329] predictions:    9568/  10000 (95.68%), best:    9568/10000 (95.68%), error:      1431.84058, best error:      1431.84058 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 42.7841033936s, input_fired_time: 0.2251777053, output_fired_time: 0.1940156072, propagate_forward_time: 16.3962497711, propagate_backward_time: 23.9147491455, weight_update_time: 0.1068207696, other_time: 2.0539112091
epoch time: 3.4949471951s, input_fired_time: 0.0289776530, output_fired_time: 0.0000000000, propagate_forward_time: 3.1043648720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616046906
validation[          , genome  2329] predictions:    9565/  10000 (95.65%), best:    9568/10000 (95.68%), error:      1458.09363, best error:      1431.84058 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 42.9704666138s, input_fired_time: 0.2258519977, output_fired_time: 0.1948165148, propagate_forward_time: 16.4292354584, propagate_backward_time: 24.0597705841, weight_update_time: 0.1071432829, other_time: 2.0607910156
epoch time: 3.5976929665s, input_fired_time: 0.0284569450, output_fired_time: 0.0000000000, propagate_forward_time: 3.2126231194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3566129208
validation[          , genome  2329] predictions:    9527/  10000 (95.27%), best:    9568/10000 (95.68%), error:      1527.32495, best error:      1431.84058 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 42.5278930664s, input_fired_time: 0.2244639844, output_fired_time: 0.1933069527, propagate_forward_time: 16.2922649384, propagate_backward_time: 23.7850322723, weight_update_time: 0.1057363600, other_time: 2.0328254700
epoch time: 3.6934881210s, input_fired_time: 0.0296519510, output_fired_time: 0.0000000000, propagate_forward_time: 3.2991454601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646907806
validation[          , genome  2329] predictions:    9556/  10000 (95.56%), best:    9568/10000 (95.68%), error:      1490.01355, best error:      1431.84058 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 42.0347671509s, input_fired_time: 0.2242944986, output_fired_time: 0.1915730834, propagate_forward_time: 16.0681953430, propagate_backward_time: 23.5094928741, weight_update_time: 0.1055039242, other_time: 2.0412120819
epoch time: 3.7365930080s, input_fired_time: 0.0302801803, output_fired_time: 0.0000000000, propagate_forward_time: 3.3283030987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780097961
validation[          , genome  2329] predictions:    9551/  10000 (95.51%), best:    9568/10000 (95.68%), error:      1474.16565, best error:      1431.84058 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 42.8640785217s, input_fired_time: 0.2261798680, output_fired_time: 0.1942892373, propagate_forward_time: 16.4403057098, propagate_backward_time: 23.9808082581, weight_update_time: 0.1060809270, other_time: 2.0224933624
epoch time: 3.5277988911s, input_fired_time: 0.0289735515, output_fired_time: 0.0000000000, propagate_forward_time: 3.1383061409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605191708
validation[          , genome  2329] predictions:    9557/  10000 (95.57%), best:    9568/10000 (95.68%), error:      1493.32996, best error:      1431.84058 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 42.4350242615s, input_fired_time: 0.2257031351, output_fired_time: 0.1923351288, propagate_forward_time: 16.2608585358, propagate_backward_time: 23.6974697113, weight_update_time: 0.1060635298, other_time: 2.0586547852
epoch time: 3.6906697750s, input_fired_time: 0.0294707045, output_fired_time: 0.0000000000, propagate_forward_time: 3.2944021225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667969704
validation[          , genome  2329] predictions:    9570/  10000 (95.70%), best:    9568/10000 (95.68%), error:      1439.37524, best error:      1431.84058 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 42.4097328186s, input_fired_time: 0.2250922173, output_fired_time: 0.1921647787, propagate_forward_time: 16.2010936737, propagate_backward_time: 23.7344760895, weight_update_time: 0.1060128585, other_time: 2.0569038391
epoch time: 3.7074196339s, input_fired_time: 0.0298122093, output_fired_time: 0.0000000000, propagate_forward_time: 3.3061892986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714182377
validation[          , genome  2329] predictions:    9558/  10000 (95.58%), best:    9558/10000 (95.58%), error:      1427.19727, best error:      1427.19727 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 42.5842819214s, input_fired_time: 0.2263775319, output_fired_time: 0.1925668120, propagate_forward_time: 16.2796840668, propagate_backward_time: 23.7974128723, weight_update_time: 0.1071878597, other_time: 2.0882396698
epoch time: 3.6873102188s, input_fired_time: 0.0293017495, output_fired_time: 0.0000000000, propagate_forward_time: 3.2884876728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695209026
validation[          , genome  2329] predictions:    9583/  10000 (95.83%), best:    9558/10000 (95.58%), error:      1433.69702, best error:      1427.19727 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 42.9372406006s, input_fired_time: 0.2266581655, output_fired_time: 0.1941933781, propagate_forward_time: 16.4044113159, propagate_backward_time: 24.0368824005, weight_update_time: 0.1072800308, other_time: 2.0750942230
epoch time: 3.6869139671s, input_fired_time: 0.0297446214, output_fired_time: 0.0000000000, propagate_forward_time: 3.2860062122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711631298
validation[          , genome  2329] predictions:    9572/  10000 (95.72%), best:    9558/10000 (95.58%), error:      1458.57007, best error:      1427.19727 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 42.1958541870s, input_fired_time: 0.2251141965, output_fired_time: 0.1915023327, propagate_forward_time: 16.1356277466, propagate_backward_time: 23.5999031067, weight_update_time: 0.1055929884, other_time: 2.0437088013
epoch time: 3.6723299026s, input_fired_time: 0.0293601099, output_fired_time: 0.0000000000, propagate_forward_time: 3.2766869068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662829399
validation[          , genome  2329] predictions:    9562/  10000 (95.62%), best:    9558/10000 (95.58%), error:      1452.17090, best error:      1427.19727 on epoch:    97, 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: 18.1870326996s, input_fired_time: 0.1480269283, output_fired_time: 0.0000000000, propagate_forward_time: 16.1711025238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8679027557
best training[          , genome  2329] predictions:   48664/  50000 (97.33%), best:    9558/10000 (95.58%), error:      4800.43945, best error:      1427.19727 on epoch:    97, 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: 3.5059108734s, input_fired_time: 0.0285035446, output_fired_time: 0.0000000000, propagate_forward_time: 3.1230545044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543527126
   testing[          , genome  2329] predictions:    9607/  10000 (96.07%), best:    9558/10000 (95.58%), error:      1319.68420, best error:      1427.19727 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:36:10 (4740): called boinc_finish(0)

</stderr_txt>
]]>