Nameexact_genome_1512568488_41_7104_0
Workunit2606816
Created7 Dec 2017, 23:55:19 UTC
Sent8 Dec 2017, 0:00:17 UTC
Report deadline16 Dec 2017, 23:23:37 UTC
Received9 Dec 2017, 11:15:45 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID48745
Run time3 hours 43 min 54 sec
CPU time3 hours 38 min 59 sec
Validate stateValid
Credit2,243.64
Device peak FLOPS2.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.67 MB
Peak swap size152.11 MB
Peak disk usage1.89 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
.5398197174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5777044296
validation[          , genome  7104] predictions:    9600/  10000 (96.00%), best:    9724/10000 (97.24%), error:      1241.89355, best error:       948.87463 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 123.5922088623s, input_fired_time: 1.3872510195, output_fired_time: 1.2088927031, propagate_forward_time: 42.7890701294, propagate_backward_time: 75.0698089600, weight_update_time: 0.1574523598, other_time: 3.1371841431
epoch time: 9.3258743286s, input_fired_time: 0.1674323231, output_fired_time: 0.0000000000, propagate_forward_time: 8.5806274414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5778141022
validation[          , genome  7104] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       926.86621, best error:       926.86621 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 133.4468536377s, input_fired_time: 1.4607229233, output_fired_time: 1.3106293678, propagate_forward_time: 46.0506401062, propagate_backward_time: 81.2421569824, weight_update_time: 0.1585921645, other_time: 3.3827056885
epoch time: 9.4284553528s, input_fired_time: 0.1678847373, output_fired_time: 0.0000000000, propagate_forward_time: 8.6925563812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5680141449
validation[          , genome  7104] predictions:    9715/  10000 (97.15%), best:    9707/10000 (97.07%), error:       965.53442, best error:       926.86621 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 124.7222213745s, input_fired_time: 1.3505165577, output_fired_time: 1.2168427706, propagate_forward_time: 43.3488731384, propagate_backward_time: 75.6089553833, weight_update_time: 0.1546485573, other_time: 3.1970291138
epoch time: 9.3539953232s, input_fired_time: 0.1643120795, output_fired_time: 0.0000000000, propagate_forward_time: 8.6222047806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5674781799
validation[          , genome  7104] predictions:    9699/  10000 (96.99%), best:    9707/10000 (97.07%), error:      1017.12622, best error:       926.86621 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 124.8801040649s, input_fired_time: 1.3450760841, output_fired_time: 1.2499325275, propagate_forward_time: 43.2401351929, propagate_backward_time: 75.8725051880, weight_update_time: 0.1569774896, other_time: 3.1724548340
epoch time: 9.4244031906s, input_fired_time: 0.1660847962, output_fired_time: 0.0000000000, propagate_forward_time: 8.6887559891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5695619583
validation[          , genome  7104] predictions:    9681/  10000 (96.81%), best:    9707/10000 (97.07%), error:       994.62579, best error:       926.86621 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 124.5900726318s, input_fired_time: 1.3588535786, output_fired_time: 1.2449058294, propagate_forward_time: 43.2456550598, propagate_backward_time: 75.5413131714, weight_update_time: 0.1539000273, other_time: 3.1993484497
epoch time: 9.3814582825s, input_fired_time: 0.1676833332, output_fired_time: 0.0000000000, propagate_forward_time: 8.6288576126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5849170685
validation[          , genome  7104] predictions:    9675/  10000 (96.75%), best:    9707/10000 (97.07%), error:      1102.58997, best error:       926.86621 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 128.5646667480s, input_fired_time: 1.3820286989, output_fired_time: 1.3041412830, propagate_forward_time: 44.6650199890, propagate_backward_time: 78.0103836060, weight_update_time: 0.1541461349, other_time: 3.2031021118
epoch time: 9.4064445496s, input_fired_time: 0.1644979715, output_fired_time: 0.0000000000, propagate_forward_time: 8.6753463745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5665998459
validation[          , genome  7104] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       924.58624, best error:       924.58624 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 125.9974060059s, input_fired_time: 1.3636496067, output_fired_time: 1.2400006056, propagate_forward_time: 43.5417556763, propagate_backward_time: 76.7456359863, weight_update_time: 0.1547799706, other_time: 3.1063690186
epoch time: 9.3260145187s, input_fired_time: 0.1651509106, output_fired_time: 0.0000000000, propagate_forward_time: 8.5828447342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5780191422
validation[          , genome  7104] predictions:    9622/  10000 (96.22%), best:    9724/10000 (97.24%), error:      1219.12024, best error:       924.58624 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 129.1862335205s, input_fired_time: 1.3846777678, output_fired_time: 1.2592850924, propagate_forward_time: 44.9611663818, propagate_backward_time: 78.2847976685, weight_update_time: 0.1565891355, other_time: 3.2963104248
epoch time: 9.3048524857s, input_fired_time: 0.1674555689, output_fired_time: 0.0000000000, propagate_forward_time: 8.5749073029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5624895096
validation[          , genome  7104] predictions:    9664/  10000 (96.64%), best:    9724/10000 (97.24%), error:      1040.71362, best error:       924.58624 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 126.9525222778s, input_fired_time: 1.3566305637, output_fired_time: 1.2846566439, propagate_forward_time: 43.9154014587, propagate_backward_time: 77.1669616699, weight_update_time: 0.1579072177, other_time: 3.2288665771
epoch time: 9.2107448578s, input_fired_time: 0.1651302725, output_fired_time: 0.0000000000, propagate_forward_time: 8.4941225052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5514917374
validation[          , genome  7104] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       867.17395, best error:       867.17395 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 123.6592712402s, input_fired_time: 1.3475630283, output_fired_time: 1.2005831003, propagate_forward_time: 42.9806900024, propagate_backward_time: 75.0477981567, weight_update_time: 0.1497711092, other_time: 3.0826339722
epoch time: 9.5931949615s, input_fired_time: 0.1696616262, output_fired_time: 0.0000000000, propagate_forward_time: 8.8210248947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6025085449
validation[          , genome  7104] predictions:    9737/  10000 (97.37%), best:    9724/10000 (97.24%), error:       930.35052, best error:       867.17395 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 132.8359069824s, input_fired_time: 1.4265856743, output_fired_time: 1.2578080893, propagate_forward_time: 46.5443077087, propagate_backward_time: 80.0462265015, weight_update_time: 0.1572173089, other_time: 3.5609664917
epoch time: 9.4775753021s, input_fired_time: 0.1653970182, output_fired_time: 0.0000000000, propagate_forward_time: 8.7244958878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5876827240
validation[          , genome  7104] predictions:    9679/  10000 (96.79%), best:    9724/10000 (97.24%), error:      1074.25427, best error:       867.17395 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 122.6992187500s, input_fired_time: 1.3177787066, output_fired_time: 1.2074277401, propagate_forward_time: 42.6480674744, propagate_backward_time: 74.4903411865, weight_update_time: 0.1511257589, other_time: 3.0355987549
epoch time: 9.2095470428s, input_fired_time: 0.1708590686, output_fired_time: 0.0000000000, propagate_forward_time: 8.4776248932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5610628128
validation[          , genome  7104] predictions:    9658/  10000 (96.58%), best:    9724/10000 (97.24%), error:      1151.76233, best error:       867.17395 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 121.9743423462s, input_fired_time: 1.3224266768, output_fired_time: 1.2097576857, propagate_forward_time: 42.3303489685, propagate_backward_time: 74.0489196777, weight_update_time: 0.1509365141, other_time: 3.0628967285
epoch time: 9.2055006027s, input_fired_time: 0.1694897562, output_fired_time: 0.0000000000, propagate_forward_time: 8.4781351089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5578756332
validation[          , genome  7104] predictions:    9639/  10000 (96.39%), best:    9724/10000 (97.24%), error:      1111.23914, best error:       867.17395 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 122.0138015747s, input_fired_time: 1.3216778040, output_fired_time: 1.2014240026, propagate_forward_time: 42.4072990417, propagate_backward_time: 74.0426330566, weight_update_time: 0.1505661011, other_time: 3.0407714844
epoch time: 9.1716375351s, input_fired_time: 0.1622625887, output_fired_time: 0.0000000000, propagate_forward_time: 8.4596633911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5497112274
validation[          , genome  7104] predictions:    9722/  10000 (97.22%), best:    9724/10000 (97.24%), error:       903.45764, best error:       867.17395 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 121.7231826782s, input_fired_time: 1.3191522360, output_fired_time: 1.1880925894, propagate_forward_time: 42.2999725342, propagate_backward_time: 73.9082031250, weight_update_time: 0.1498158276, other_time: 3.0077590942
epoch time: 9.2268199921s, input_fired_time: 0.1710566133, output_fired_time: 0.0000000000, propagate_forward_time: 8.4865694046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5691938400
validation[          , genome  7104] predictions:    9686/  10000 (96.86%), best:    9724/10000 (97.24%), error:      1016.40558, best error:       867.17395 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 121.9448165894s, input_fired_time: 1.3141568899, output_fired_time: 1.1891652346, propagate_forward_time: 42.3389358521, propagate_backward_time: 74.0930328369, weight_update_time: 0.1492294520, other_time: 3.0095291138
epoch time: 9.1866121292s, input_fired_time: 0.1622518301, output_fired_time: 0.0000000000, propagate_forward_time: 8.4703540802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5540065765
validation[          , genome  7104] predictions:    9715/  10000 (97.15%), best:    9724/10000 (97.24%), error:       933.23206, best error:       867.17395 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 121.9264602661s, input_fired_time: 1.3168171644, output_fired_time: 1.1880197525, propagate_forward_time: 42.3652572632, propagate_backward_time: 74.0310668945, weight_update_time: 0.1497022212, other_time: 3.0252990723
epoch time: 9.1752958298s, input_fired_time: 0.1634754837, output_fired_time: 0.0000000000, propagate_forward_time: 8.4507770538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5610437393
validation[          , genome  7104] predictions:    9691/  10000 (96.91%), best:    9724/10000 (97.24%), error:      1081.53711, best error:       867.17395 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 121.9790191650s, input_fired_time: 1.3216863871, output_fired_time: 1.1991803646, propagate_forward_time: 42.3136405945, propagate_backward_time: 74.1307449341, weight_update_time: 0.1497893184, other_time: 3.0137710571
epoch time: 9.1604566574s, input_fired_time: 0.1687423736, output_fired_time: 0.0000000000, propagate_forward_time: 8.4428625107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488519669
validation[          , genome  7104] predictions:    9735/  10000 (97.35%), best:    9724/10000 (97.24%), error:       878.52228, best error:       867.17395 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 122.1658172607s, input_fired_time: 1.3266090155, output_fired_time: 1.1966085434, propagate_forward_time: 42.4488143921, propagate_backward_time: 74.1718826294, weight_update_time: 0.1498897523, other_time: 3.0219039917
epoch time: 9.1805753708s, input_fired_time: 0.1617573798, output_fired_time: 0.0000000000, propagate_forward_time: 8.4642419815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5545759201
validation[          , genome  7104] predictions:    9720/  10000 (97.20%), best:    9724/10000 (97.24%), error:       925.11517, best error:       867.17395 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 122.1598358154s, input_fired_time: 1.3250572681, output_fired_time: 1.1900821924, propagate_forward_time: 42.5083274841, propagate_backward_time: 74.0665283203, weight_update_time: 0.1547780484, other_time: 3.0698394775
epoch time: 9.1924352646s, input_fired_time: 0.1648275554, output_fired_time: 0.0000000000, propagate_forward_time: 8.4784440994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491638184
validation[          , genome  7104] predictions:    9739/  10000 (97.39%), best:    9724/10000 (97.24%), error:       867.93964, best error:       867.17395 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 122.0645065308s, input_fired_time: 1.3209409714, output_fired_time: 1.1936461926, propagate_forward_time: 42.4073867798, propagate_backward_time: 74.0786895752, weight_update_time: 0.1517431587, other_time: 3.0638427734
epoch time: 9.1565380096s, input_fired_time: 0.1624091715, output_fired_time: 0.0000000000, propagate_forward_time: 8.4450082779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491209030
validation[          , genome  7104] predictions:    9707/  10000 (97.07%), best:    9724/10000 (97.24%), error:       972.48499, best error:       867.17395 on epoch:    23, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 122.0896377563s, input_fired_time: 1.3397543430, output_fired_time: 1.1986820698, propagate_forward_time: 42.4245758057, propagate_backward_time: 74.1074829102, weight_update_time: 0.1515392512, other_time: 3.0191421509
epoch time: 9.1801052094s, input_fired_time: 0.1611986607, output_fired_time: 0.0000000000, propagate_forward_time: 8.4737596512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5451469421
validation[          , genome  7104] predictions:    9722/  10000 (97.22%), best:    9724/10000 (97.24%), error:       896.47833, best error:       867.17395 on epoch:    23, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 122.0386962891s, input_fired_time: 1.3176842928, output_fired_time: 1.2033603191, propagate_forward_time: 42.4175987244, propagate_backward_time: 74.0673980713, weight_update_time: 0.1513853818, other_time: 3.0326538086
epoch time: 9.1699647903s, input_fired_time: 0.1634394526, output_fired_time: 0.0000000000, propagate_forward_time: 8.4485769272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5579481125
validation[          , genome  7104] predictions:    9650/  10000 (96.50%), best:    9724/10000 (97.24%), error:      1100.34277, best error:       867.17395 on epoch:    23, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 122.0503921509s, input_fired_time: 1.3252452612, output_fired_time: 1.2089526653, propagate_forward_time: 42.4200744629, propagate_backward_time: 74.0759506226, weight_update_time: 0.1527076960, other_time: 3.0201644897
epoch time: 9.1883544922s, input_fired_time: 0.1648635268, output_fired_time: 0.0000000000, propagate_forward_time: 8.4704809189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5530099869
validation[          , genome  7104] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       818.94580, best error:       818.94580 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 122.1644592285s, input_fired_time: 1.3236622810, output_fired_time: 1.1965975761, propagate_forward_time: 42.3998794556, propagate_backward_time: 74.1953735352, weight_update_time: 0.1527239382, other_time: 3.0489501953
epoch time: 9.1984882355s, input_fired_time: 0.1626617908, output_fired_time: 0.0000000000, propagate_forward_time: 8.4676427841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5681838989
validation[          , genome  7104] predictions:    9729/  10000 (97.29%), best:    9763/10000 (97.63%), error:       885.98877, best error:       818.94580 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 122.1527557373s, input_fired_time: 1.3181834221, output_fired_time: 1.1949007511, propagate_forward_time: 42.4207305908, propagate_backward_time: 74.1769332886, weight_update_time: 0.1612366736, other_time: 3.0420074463
epoch time: 9.2087726593s, input_fired_time: 0.1618053019, output_fired_time: 0.0000000000, propagate_forward_time: 8.4848279953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5621395111
validation[          , genome  7104] predictions:    9646/  10000 (96.46%), best:    9763/10000 (97.63%), error:      1087.87195, best error:       818.94580 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 122.0468368530s, input_fired_time: 1.3226622343, output_fired_time: 1.1919065714, propagate_forward_time: 42.3945960999, propagate_backward_time: 74.0842437744, weight_update_time: 0.1506605148, other_time: 3.0534210205
epoch time: 9.1924762726s, input_fired_time: 0.1648726910, output_fired_time: 0.0000000000, propagate_forward_time: 8.4694223404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5581808090
validation[          , genome  7104] predictions:    9667/  10000 (96.67%), best:    9763/10000 (97.63%), error:      1114.01636, best error:       818.94580 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 122.0389175415s, input_fired_time: 1.3182102442, output_fired_time: 1.2027394772, propagate_forward_time: 42.4147148132, propagate_backward_time: 74.0727310181, weight_update_time: 0.1500898004, other_time: 3.0305252075
epoch time: 9.2237644196s, input_fired_time: 0.1694764048, output_fired_time: 0.0000000000, propagate_forward_time: 8.4888305664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5654573441
validation[          , genome  7104] predictions:    9673/  10000 (96.73%), best:    9763/10000 (97.63%), error:      1012.72284, best error:       818.94580 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 122.0091247559s, input_fired_time: 1.3167662621, output_fired_time: 1.2006412745, propagate_forward_time: 42.4299354553, propagate_backward_time: 74.0281066895, weight_update_time: 0.1516102254, other_time: 3.0336761475
epoch time: 9.1997699738s, input_fired_time: 0.1620115936, output_fired_time: 0.0000000000, propagate_forward_time: 8.4765977859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5611610413
validation[          , genome  7104] predictions:    9712/  10000 (97.12%), best:    9763/10000 (97.63%), error:       914.94775, best error:       818.94580 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 122.0049209595s, input_fired_time: 1.3312259912, output_fired_time: 1.1988569498, propagate_forward_time: 42.4298324585, propagate_backward_time: 74.0191955566, weight_update_time: 0.1505586058, other_time: 3.0258102417
epoch time: 9.2057638168s, input_fired_time: 0.1628867537, output_fired_time: 0.0000000000, propagate_forward_time: 8.4865159988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5563611984
validation[          , genome  7104] predictions:    9753/  10000 (97.53%), best:    9763/10000 (97.63%), error:       862.12555, best error:       818.94580 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 121.9627075195s, input_fired_time: 1.3285261393, output_fired_time: 1.2038544416, propagate_forward_time: 42.3582344055, propagate_backward_time: 74.0316314697, weight_update_time: 0.1502106339, other_time: 3.0404510498
epoch time: 9.2510805130s, input_fired_time: 0.1631853431, output_fired_time: 0.0000000000, propagate_forward_time: 8.5301485062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5577468872
validation[          , genome  7104] predictions:    9596/  10000 (95.96%), best:    9763/10000 (97.63%), error:      1309.94238, best error:       818.94580 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 121.8727569580s, input_fired_time: 1.3283568621, output_fired_time: 1.1866817474, propagate_forward_time: 42.3279304504, propagate_backward_time: 74.0174102783, weight_update_time: 0.1518755406, other_time: 3.0123748779
epoch time: 9.2008485794s, input_fired_time: 0.1662030518, output_fired_time: 0.0000000000, propagate_forward_time: 8.4693450928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5652999878
validation[          , genome  7104] predictions:    9732/  10000 (97.32%), best:    9763/10000 (97.63%), error:       859.41345, best error:       818.94580 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 121.9993820190s, input_fired_time: 1.3171541691, output_fired_time: 1.1886166334, propagate_forward_time: 42.4276275635, propagate_backward_time: 74.0249786377, weight_update_time: 0.1512570381, other_time: 3.0410079956
epoch time: 9.1775131226s, input_fired_time: 0.1650383472, output_fired_time: 0.0000000000, propagate_forward_time: 8.4641542435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5483207703
validation[          , genome  7104] predictions:    9606/  10000 (96.06%), best:    9763/10000 (97.63%), error:      1289.54602, best error:       818.94580 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 121.9193496704s, input_fired_time: 1.3394364119, output_fired_time: 1.1921820641, propagate_forward_time: 42.3003540039, propagate_backward_time: 74.0703887939, weight_update_time: 0.1513235122, other_time: 3.0169830322
epoch time: 9.1867713928s, input_fired_time: 0.1636709720, output_fired_time: 0.0000000000, propagate_forward_time: 8.4631261826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5599746704
validation[          , genome  7104] predictions:    9681/  10000 (96.81%), best:    9763/10000 (97.63%), error:      1076.78345, best error:       818.94580 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 122.0177459717s, input_fired_time: 1.3243291378, output_fired_time: 1.1943587065, propagate_forward_time: 42.3560752869, propagate_backward_time: 74.1164703369, weight_update_time: 0.1493541449, other_time: 3.0265197754
epoch time: 9.1836147308s, input_fired_time: 0.1691694558, output_fired_time: 0.0000000000, propagate_forward_time: 8.4602212906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5542240143
validation[          , genome  7104] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       815.21265, best error:       815.21265 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 122.0083389282s, input_fired_time: 1.3189294338, output_fired_time: 1.1957401037, propagate_forward_time: 42.3452262878, propagate_backward_time: 74.1073989868, weight_update_time: 0.1501266211, other_time: 3.0410385132
epoch time: 9.2020349503s, input_fired_time: 0.1624543965, output_fired_time: 0.0000000000, propagate_forward_time: 8.4819021225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5576782227
validation[          , genome  7104] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       793.47791, best error:       793.47791 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 121.9932785034s, input_fired_time: 1.3346742392, output_fired_time: 1.1869037151, propagate_forward_time: 42.3518753052, propagate_backward_time: 74.0892410278, weight_update_time: 0.1616605073, other_time: 3.0305862427
epoch time: 9.2095451355s, input_fired_time: 0.1630708575, output_fired_time: 0.0000000000, propagate_forward_time: 8.4899911880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5564832687
validation[          , genome  7104] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       823.93353, best error:       793.47791 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 121.8185043335s, input_fired_time: 1.3257534504, output_fired_time: 1.2030373812, propagate_forward_time: 42.3008613586, propagate_backward_time: 73.9552764893, weight_update_time: 0.1503057331, other_time: 3.0335693359
epoch time: 9.2074279785s, input_fired_time: 0.1627088338, output_fired_time: 0.0000000000, propagate_forward_time: 8.4940681458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5506505966
validation[          , genome  7104] predictions:    9676/  10000 (96.76%), best:    9767/10000 (97.67%), error:      1073.13818, best error:       793.47791 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 121.9417800903s, input_fired_time: 1.3195587397, output_fired_time: 1.2011721134, propagate_forward_time: 42.3545532227, propagate_backward_time: 74.0324478149, weight_update_time: 0.1513933688, other_time: 3.0340499878
epoch time: 9.1814451218s, input_fired_time: 0.1621248573, output_fired_time: 0.0000000000, propagate_forward_time: 8.4628219604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5564985275
validation[          , genome  7104] predictions:    9756/  10000 (97.56%), best:    9767/10000 (97.67%), error:       830.88831, best error:       793.47791 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 122.1054840088s, input_fired_time: 1.3242397308, output_fired_time: 1.2036941051, propagate_forward_time: 42.3636703491, propagate_backward_time: 74.1394119263, weight_update_time: 0.1508746296, other_time: 3.0744628906
epoch time: 9.1846981049s, input_fired_time: 0.1682551205, output_fired_time: 0.0000000000, propagate_forward_time: 8.4687929153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5476503372
validation[          , genome  7104] predictions:    9722/  10000 (97.22%), best:    9767/10000 (97.67%), error:       870.15149, best error:       793.47791 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 121.9397964478s, input_fired_time: 1.3327229023, output_fired_time: 1.1925894022, propagate_forward_time: 42.3599090576, propagate_backward_time: 74.0484619141, weight_update_time: 0.1503491402, other_time: 3.0061111450
epoch time: 9.1979341507s, input_fired_time: 0.1670787036, output_fired_time: 0.0000000000, propagate_forward_time: 8.4725828171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5582723618
validation[          , genome  7104] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       775.29462, best error:       775.29462 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 121.7889251709s, input_fired_time: 1.3224792480, output_fired_time: 1.1900173426, propagate_forward_time: 42.2824211121, propagate_backward_time: 73.9417037964, weight_update_time: 0.1517968625, other_time: 3.0522994995
epoch time: 9.1935338974s, input_fired_time: 0.1617589593, output_fired_time: 0.0000000000, propagate_forward_time: 8.4796781540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520963669
validation[          , genome  7104] predictions:    9685/  10000 (96.85%), best:    9775/10000 (97.75%), error:      1032.87085, best error:       775.29462 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 121.8886718750s, input_fired_time: 1.3253188133, output_fired_time: 1.1878101826, propagate_forward_time: 42.3942718506, propagate_backward_time: 73.9588394165, weight_update_time: 0.1517768353, other_time: 3.0224304199
epoch time: 9.1972923279s, input_fired_time: 0.1632691473, output_fired_time: 0.0000000000, propagate_forward_time: 8.4805059433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5535173416
validation[          , genome  7104] predictions:    9776/  10000 (97.76%), best:    9775/10000 (97.75%), error:       782.16895, best error:       775.29462 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 121.8603210449s, input_fired_time: 1.3114495277, output_fired_time: 1.1918669939, propagate_forward_time: 42.3238868713, propagate_backward_time: 73.9971466064, weight_update_time: 0.1501433402, other_time: 3.0359802246
epoch time: 9.2567729950s, input_fired_time: 0.1649737358, output_fired_time: 0.0000000000, propagate_forward_time: 8.5164022446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5753965378
validation[          , genome  7104] predictions:    9738/  10000 (97.38%), best:    9775/10000 (97.75%), error:       839.33716, best error:       775.29462 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 121.9365386963s, input_fired_time: 1.3190057278, output_fired_time: 1.1872943640, propagate_forward_time: 42.3944206238, propagate_backward_time: 74.0114440918, weight_update_time: 0.1503305882, other_time: 3.0243682861
epoch time: 9.2157535553s, input_fired_time: 0.1651827395, output_fired_time: 0.0000000000, propagate_forward_time: 8.5009069443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5496635437
validation[          , genome  7104] predictions:    9653/  10000 (96.53%), best:    9775/10000 (97.75%), error:      1196.06714, best error:       775.29462 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 121.9781112671s, input_fired_time: 1.3376650810, output_fired_time: 1.1953632832, propagate_forward_time: 42.3018951416, propagate_backward_time: 74.1151504517, weight_update_time: 0.1510001421, other_time: 3.0280380249
epoch time: 9.1882543564s, input_fired_time: 0.1610264331, output_fired_time: 0.0000000000, propagate_forward_time: 8.4650478363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5621805191
validation[          , genome  7104] predictions:    9645/  10000 (96.45%), best:    9775/10000 (97.75%), error:      1155.66687, best error:       775.29462 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 121.8146820068s, input_fired_time: 1.3233886957, output_fired_time: 1.1912131310, propagate_forward_time: 42.3269805908, propagate_backward_time: 73.9247131348, weight_update_time: 0.1705039740, other_time: 3.0483856201
epoch time: 9.1706256866s, input_fired_time: 0.1624570191, output_fired_time: 0.0000000000, propagate_forward_time: 8.4577722549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5503959656
validation[          , genome  7104] predictions:    9768/  10000 (97.68%), best:    9775/10000 (97.75%), error:       811.74799, best error:       775.29462 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 121.9131393433s, input_fired_time: 1.3289302588, output_fired_time: 1.1889950037, propagate_forward_time: 42.3427505493, propagate_backward_time: 74.0327987671, weight_update_time: 0.1496594697, other_time: 3.0196609497
epoch time: 9.1746397018s, input_fired_time: 0.1631868333, output_fired_time: 0.0000000000, propagate_forward_time: 8.4590377808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5524148941
validation[          , genome  7104] predictions:    9711/  10000 (97.11%), best:    9775/10000 (97.75%), error:       934.51526, best error:       775.29462 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 121.9486236572s, input_fired_time: 1.3302098513, output_fired_time: 1.1945035458, propagate_forward_time: 42.3454589844, propagate_backward_time: 74.0428237915, weight_update_time: 0.1510200948, other_time: 3.0356292725
epoch time: 9.1613664627s, input_fired_time: 0.1623437256, output_fired_time: 0.0000000000, propagate_forward_time: 8.4491882324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5498342514
validation[          , genome  7104] predictions:    9752/  10000 (97.52%), best:    9775/10000 (97.75%), error:       819.58679, best error:       775.29462 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 122.1804199219s, input_fired_time: 1.3231319189, output_fired_time: 1.1995961666, propagate_forward_time: 42.4485588074, propagate_backward_time: 74.2009887695, weight_update_time: 0.1504726112, other_time: 3.0081481934
epoch time: 9.2290143967s, input_fired_time: 0.1630674303, output_fired_time: 0.0000000000, propagate_forward_time: 8.5086622238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5572843552
validation[          , genome  7104] predictions:    9718/  10000 (97.18%), best:    9775/10000 (97.75%), error:       900.80322, best error:       775.29462 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 122.0074691772s, input_fired_time: 1.3289620876, output_fired_time: 1.1915787458, propagate_forward_time: 42.4053077698, propagate_backward_time: 74.0491638184, weight_update_time: 0.1506203264, other_time: 3.0324554443
epoch time: 9.1979808807s, input_fired_time: 0.1629588008, output_fired_time: 0.0000000000, propagate_forward_time: 8.4717473984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5632743835
validation[          , genome  7104] predictions:    9758/  10000 (97.58%), best:    9775/10000 (97.75%), error:       815.99957, best error:       775.29462 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 122.1092300415s, input_fired_time: 1.3446222544, output_fired_time: 1.1922373772, propagate_forward_time: 42.4055442810, propagate_backward_time: 74.1107177734, weight_update_time: 0.1520623118, other_time: 3.0561065674
epoch time: 9.2204847336s, input_fired_time: 0.1646185517, output_fired_time: 0.0000000000, propagate_forward_time: 8.5031833649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5526828766
validation[          , genome  7104] predictions:    9671/  10000 (96.71%), best:    9775/10000 (97.75%), error:      1052.15393, best error:       775.29462 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 122.0675506592s, input_fired_time: 1.3282032013, output_fired_time: 1.1866276264, propagate_forward_time: 42.3943443298, propagate_backward_time: 74.1100006104, weight_update_time: 0.1508499831, other_time: 3.0483703613
epoch time: 9.1509857178s, input_fired_time: 0.1616790444, output_fired_time: 0.0000000000, propagate_forward_time: 8.4395742416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5497322083
validation[          , genome  7104] predictions:    9731/  10000 (97.31%), best:    9775/10000 (97.75%), error:       884.49988, best error:       775.29462 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 121.9192047119s, input_fired_time: 1.3260918856, output_fired_time: 1.2040528059, propagate_forward_time: 42.3057174683, propagate_backward_time: 74.0611114502, weight_update_time: 0.1496353596, other_time: 3.0222244263
epoch time: 9.2405529022s, input_fired_time: 0.1723088771, output_fired_time: 0.0000000000, propagate_forward_time: 8.5011596680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5670843124
validation[          , genome  7104] predictions:    9659/  10000 (96.59%), best:    9775/10000 (97.75%), error:      1079.97925, best error:       775.29462 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 122.0453872681s, input_fired_time: 1.3264559507, output_fired_time: 1.2153795958, propagate_forward_time: 42.3439254761, propagate_backward_time: 74.1217041016, weight_update_time: 0.1513911337, other_time: 3.0379257202
epoch time: 9.2249422073s, input_fired_time: 0.1836868972, output_fired_time: 0.0000000000, propagate_forward_time: 8.4800930023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5611619949
validation[          , genome  7104] predictions:    9426/  10000 (94.26%), best:    9775/10000 (97.75%), error:      1789.38855, best error:       775.29462 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 122.0295257568s, input_fired_time: 1.3260680437, output_fired_time: 1.1920390129, propagate_forward_time: 42.4407577515, propagate_backward_time: 74.0311737061, weight_update_time: 0.1486451328, other_time: 3.0394897461
epoch time: 9.2249755859s, input_fired_time: 0.1662255377, output_fired_time: 0.0000000000, propagate_forward_time: 8.5108509064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5478992462
validation[          , genome  7104] predictions:    9687/  10000 (96.87%), best:    9775/10000 (97.75%), error:      1049.97803, best error:       775.29462 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 121.6955032349s, input_fired_time: 1.3188190460, output_fired_time: 1.1899873018, propagate_forward_time: 42.2379951477, propagate_backward_time: 73.9291076660, weight_update_time: 0.1500059813, other_time: 3.0195922852
epoch time: 9.1573972702s, input_fired_time: 0.1645325273, output_fired_time: 0.0000000000, propagate_forward_time: 8.4437284470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491361618
validation[          , genome  7104] predictions:    9714/  10000 (97.14%), best:    9775/10000 (97.75%), error:       948.76917, best error:       775.29462 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 121.7072219849s, input_fired_time: 1.3277665377, output_fired_time: 1.1921811104, propagate_forward_time: 42.3003349304, propagate_backward_time: 73.8424758911, weight_update_time: 0.1506941468, other_time: 3.0444564819
epoch time: 9.1922216415s, input_fired_time: 0.1647371799, output_fired_time: 0.0000000000, propagate_forward_time: 8.4693584442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5581264496
validation[          , genome  7104] predictions:    9735/  10000 (97.35%), best:    9775/10000 (97.75%), error:       900.23151, best error:       775.29462 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 122.0095291138s, input_fired_time: 1.3392466307, output_fired_time: 1.2014346123, propagate_forward_time: 42.3824653625, propagate_backward_time: 74.0329513550, weight_update_time: 0.1508827507, other_time: 3.0534286499
epoch time: 9.2636480331s, input_fired_time: 0.1655363142, output_fired_time: 0.0000000000, propagate_forward_time: 8.5216646194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5764474869
validation[          , genome  7104] predictions:    9585/  10000 (95.85%), best:    9775/10000 (97.75%), error:      1296.22314, best error:       775.29462 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 121.8598556519s, input_fired_time: 1.3217610121, output_fired_time: 1.1949042082, propagate_forward_time: 42.3136367798, propagate_backward_time: 73.9964370728, weight_update_time: 0.1538893580, other_time: 3.0331192017
epoch time: 9.2399969101s, input_fired_time: 0.1643629372, output_fired_time: 0.0000000000, propagate_forward_time: 8.5093822479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5662517548
validation[          , genome  7104] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       775.03339, best error:       775.03339 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 121.6917724609s, input_fired_time: 1.3174171448, output_fired_time: 1.1960088015, propagate_forward_time: 42.2700157166, propagate_backward_time: 73.8852233887, weight_update_time: 0.1496971548, other_time: 3.0231170654
epoch time: 9.1807041168s, input_fired_time: 0.1637528688, output_fired_time: 0.0000000000, propagate_forward_time: 8.4713773727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5455741882
validation[          , genome  7104] predictions:    9762/  10000 (97.62%), best:    9777/10000 (97.77%), error:       829.57214, best error:       775.03339 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 121.8488769531s, input_fired_time: 1.3248485327, output_fired_time: 1.1893512011, propagate_forward_time: 42.3077545166, propagate_backward_time: 73.9957199097, weight_update_time: 0.1495789289, other_time: 3.0311965942
epoch time: 9.1694974899s, input_fired_time: 0.1627379060, output_fired_time: 0.0000000000, propagate_forward_time: 8.4579849243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5487747192
validation[          , genome  7104] predictions:    9765/  10000 (97.65%), best:    9777/10000 (97.77%), error:       801.10266, best error:       775.03339 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 121.8335266113s, input_fired_time: 1.3226861954, output_fired_time: 1.1942571402, propagate_forward_time: 42.3375892639, propagate_backward_time: 73.9483108521, weight_update_time: 0.1509451866, other_time: 3.0306777954
epoch time: 9.2326316833s, input_fired_time: 0.1632902175, output_fired_time: 0.0000000000, propagate_forward_time: 8.5177421570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515995026
validation[          , genome  7104] predictions:    9767/  10000 (97.67%), best:    9777/10000 (97.77%), error:       822.78436, best error:       775.03339 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 121.7747650146s, input_fired_time: 1.3343123198, output_fired_time: 1.2063318491, propagate_forward_time: 42.2806663513, propagate_backward_time: 73.9216537476, weight_update_time: 0.1499605477, other_time: 3.0318069458
epoch time: 9.1757850647s, input_fired_time: 0.1637027264, output_fired_time: 0.0000000000, propagate_forward_time: 8.4554843903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5565977097
validation[          , genome  7104] predictions:    9747/  10000 (97.47%), best:    9777/10000 (97.77%), error:       880.28571, best error:       775.03339 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 121.9460525513s, input_fired_time: 1.3216989040, output_fired_time: 1.1976017952, propagate_forward_time: 42.3483657837, propagate_backward_time: 74.0297088623, weight_update_time: 0.1499838978, other_time: 3.0486755371
epoch time: 9.1732625961s, input_fired_time: 0.1630054265, output_fired_time: 0.0000000000, propagate_forward_time: 8.4526891708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5575675964
validation[          , genome  7104] predictions:    9743/  10000 (97.43%), best:    9777/10000 (97.77%), error:       895.62982, best error:       775.03339 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 121.8041305542s, input_fired_time: 1.3229374886, output_fired_time: 1.1849938631, propagate_forward_time: 42.2552528381, propagate_backward_time: 74.0164413452, weight_update_time: 0.1514250189, other_time: 3.0244979858
epoch time: 9.2081308365s, input_fired_time: 0.1646690667, output_fired_time: 0.0000000000, propagate_forward_time: 8.4747743607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5686874390
validation[          , genome  7104] predictions:    9740/  10000 (97.40%), best:    9777/10000 (97.77%), error:       851.69293, best error:       775.03339 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 121.9684295654s, input_fired_time: 1.3185665607, output_fired_time: 1.1884319782, propagate_forward_time: 42.3466682434, propagate_backward_time: 74.0846786499, weight_update_time: 0.1498012990, other_time: 3.0300827026
epoch time: 9.2158555984s, input_fired_time: 0.1648669839, output_fired_time: 0.0000000000, propagate_forward_time: 8.4906806946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5603075027
validation[          , genome  7104] predictions:    9691/  10000 (96.91%), best:    9777/10000 (97.77%), error:      1033.26062, best error:       775.03339 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 121.7614974976s, input_fired_time: 1.3210527897, output_fired_time: 1.1967508793, propagate_forward_time: 42.2738876343, propagate_backward_time: 73.9342880249, weight_update_time: 0.1512013674, other_time: 3.0355148315
epoch time: 9.1473026276s, input_fired_time: 0.1645247936, output_fired_time: 0.0000000000, propagate_forward_time: 8.4313163757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5514612198
validation[          , genome  7104] predictions:    9772/  10000 (97.72%), best:    9777/10000 (97.77%), error:       799.10004, best error:       775.03339 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 121.8421936035s, input_fired_time: 1.3266044855, output_fired_time: 1.1896780729, propagate_forward_time: 42.3009567261, propagate_backward_time: 73.9892425537, weight_update_time: 0.1497013122, other_time: 3.0357131958
epoch time: 9.1869211197s, input_fired_time: 0.1627007425, output_fired_time: 0.0000000000, propagate_forward_time: 8.4635019302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5607185364
validation[          , genome  7104] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       774.70709, best error:       774.70709 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 121.8053054810s, input_fired_time: 1.3243184090, output_fired_time: 1.1852161884, propagate_forward_time: 42.3053054810, propagate_backward_time: 73.9432449341, weight_update_time: 0.1513320357, other_time: 3.0472183228
epoch time: 9.1661214828s, input_fired_time: 0.1634448320, output_fired_time: 0.0000000000, propagate_forward_time: 8.4541091919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5485677719
validation[          , genome  7104] predictions:    9727/  10000 (97.27%), best:    9776/10000 (97.76%), error:       909.22211, best error:       774.70709 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 121.7323150635s, input_fired_time: 1.3333525658, output_fired_time: 1.1921472549, propagate_forward_time: 42.2613487244, propagate_backward_time: 73.9128417969, weight_update_time: 0.1486003101, other_time: 3.0326232910
epoch time: 9.1283607483s, input_fired_time: 0.1620229930, output_fired_time: 0.0000000000, propagate_forward_time: 8.4168405533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5494976044
validation[          , genome  7104] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       830.42328, best error:       774.70709 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 121.9262847900s, input_fired_time: 1.3440681696, output_fired_time: 1.1989982128, propagate_forward_time: 42.3742141724, propagate_backward_time: 73.9842453003, weight_update_time: 0.1545889080, other_time: 3.0247573853
epoch time: 9.2048549652s, input_fired_time: 0.1640173048, output_fired_time: 0.0000000000, propagate_forward_time: 8.4888286591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520086288
validation[          , genome  7104] predictions:    9728/  10000 (97.28%), best:    9776/10000 (97.76%), error:       924.81934, best error:       774.70709 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 121.6587066650s, input_fired_time: 1.3248592615, output_fired_time: 1.1894013882, propagate_forward_time: 42.3185539246, propagate_backward_time: 73.8084793091, weight_update_time: 0.1509191990, other_time: 3.0174179077
epoch time: 9.2597475052s, input_fired_time: 0.1635102034, output_fired_time: 0.0000000000, propagate_forward_time: 8.5342226028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5620145798
validation[          , genome  7104] predictions:    9742/  10000 (97.42%), best:    9776/10000 (97.76%), error:       847.50409, best error:       774.70709 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 121.8931121826s, input_fired_time: 1.3195388317, output_fired_time: 1.1931517124, propagate_forward_time: 42.3791046143, propagate_backward_time: 73.9781951904, weight_update_time: 0.1489467472, other_time: 3.0231170654
epoch time: 9.1840448380s, input_fired_time: 0.1666278541, output_fired_time: 0.0000000000, propagate_forward_time: 8.4659214020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5514955521
validation[          , genome  7104] predictions:    9737/  10000 (97.37%), best:    9776/10000 (97.76%), error:       873.78033, best error:       774.70709 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 121.8865127563s, input_fired_time: 1.3447692394, output_fired_time: 1.1994613409, propagate_forward_time: 42.3380126953, propagate_backward_time: 73.9943008423, weight_update_time: 0.1503728330, other_time: 3.0099639893
epoch time: 9.1779327393s, input_fired_time: 0.1644386798, output_fired_time: 0.0000000000, propagate_forward_time: 8.4604139328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5530805588
validation[          , genome  7104] predictions:    9777/  10000 (97.77%), best:    9776/10000 (97.76%), error:       796.25726, best error:       774.70709 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 121.8668136597s, input_fired_time: 1.3453044891, output_fired_time: 1.1955059767, propagate_forward_time: 42.2880058289, propagate_backward_time: 74.0147476196, weight_update_time: 0.1504874378, other_time: 3.0232467651
epoch time: 9.2253122330s, input_fired_time: 0.1645151973, output_fired_time: 0.0000000000, propagate_forward_time: 8.4932136536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5675830841
validation[          , genome  7104] predictions:    9769/  10000 (97.69%), best:    9776/10000 (97.76%), error:       801.31342, best error:       774.70709 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 121.8038864136s, input_fired_time: 1.3363581896, output_fired_time: 1.1908719540, propagate_forward_time: 42.3000297546, propagate_backward_time: 73.9374618530, weight_update_time: 0.1508542597, other_time: 3.0391616821
epoch time: 9.1955728531s, input_fired_time: 0.1665566266, output_fired_time: 0.0000000000, propagate_forward_time: 8.4734582901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5555582047
validation[          , genome  7104] predictions:    9767/  10000 (97.67%), best:    9776/10000 (97.76%), error:       809.76532, best error:       774.70709 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 121.6717910767s, input_fired_time: 1.3294701576, output_fired_time: 1.1996307373, propagate_forward_time: 42.2766609192, propagate_backward_time: 73.8386688232, weight_update_time: 0.1494828165, other_time: 3.0273590088
epoch time: 9.1604537964s, input_fired_time: 0.1634332687, output_fired_time: 0.0000000000, propagate_forward_time: 8.4468002319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5502204895
validation[          , genome  7104] predictions:    9775/  10000 (97.75%), best:    9776/10000 (97.76%), error:       790.07806, best error:       774.70709 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 121.9931411743s, input_fired_time: 1.3237015009, output_fired_time: 1.1873714924, propagate_forward_time: 42.3624801636, propagate_backward_time: 74.0792007446, weight_update_time: 0.1505854726, other_time: 3.0403900146
epoch time: 9.2264413834s, input_fired_time: 0.1640046984, output_fired_time: 0.0000000000, propagate_forward_time: 8.5053043365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5571327209
validation[          , genome  7104] predictions:    9671/  10000 (96.71%), best:    9776/10000 (97.76%), error:      1082.13953, best error:       774.70709 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 121.8411560059s, input_fired_time: 1.3338757753, output_fired_time: 1.1889942884, propagate_forward_time: 42.3498344421, propagate_backward_time: 73.9215850830, weight_update_time: 0.1495309323, other_time: 3.0468597412
epoch time: 9.1975049973s, input_fired_time: 0.1664869934, output_fired_time: 0.0000000000, propagate_forward_time: 8.4558925629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5751256943
validation[          , genome  7104] predictions:    9759/  10000 (97.59%), best:    9776/10000 (97.76%), error:       798.34662, best error:       774.70709 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 121.9341812134s, input_fired_time: 1.3338770866, output_fired_time: 1.1902564764, propagate_forward_time: 42.3327713013, propagate_backward_time: 74.0073471069, weight_update_time: 0.1508091688, other_time: 3.0699310303
epoch time: 9.1640434265s, input_fired_time: 0.1648597866, output_fired_time: 0.0000000000, propagate_forward_time: 8.4411525726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5580310822
validation[          , genome  7104] predictions:    9706/  10000 (97.06%), best:    9776/10000 (97.76%), error:       961.00354, best error:       774.70709 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 121.7558135986s, input_fired_time: 1.3276590109, output_fired_time: 1.1987783909, propagate_forward_time: 42.2727165222, propagate_backward_time: 73.9274597168, weight_update_time: 0.1499626786, other_time: 3.0292053223
epoch time: 9.1990289688s, input_fired_time: 0.1627034992, output_fired_time: 0.0000000000, propagate_forward_time: 8.4801864624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5561389923
validation[          , genome  7104] predictions:    9768/  10000 (97.68%), best:    9776/10000 (97.76%), error:       809.04443, best error:       774.70709 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 121.9233169556s, input_fired_time: 1.3295975924, output_fired_time: 1.2049242258, propagate_forward_time: 42.3603668213, propagate_backward_time: 73.9780426025, weight_update_time: 0.1494623870, other_time: 3.0503845215
epoch time: 9.1486110687s, input_fired_time: 0.1619740427, output_fired_time: 0.0000000000, propagate_forward_time: 8.4372205734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5494165421
validation[          , genome  7104] predictions:    9743/  10000 (97.43%), best:    9776/10000 (97.76%), error:       833.81171, best error:       774.70709 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 121.8061218262s, input_fired_time: 1.3231651783, output_fired_time: 1.1896891594, propagate_forward_time: 42.3386611938, propagate_backward_time: 73.9243850708, weight_update_time: 0.1518733203, other_time: 3.0302200317
epoch time: 9.1809530258s, input_fired_time: 0.1654544324, output_fired_time: 0.0000000000, propagate_forward_time: 8.4554023743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5600957870
validation[          , genome  7104] predictions:    9741/  10000 (97.41%), best:    9776/10000 (97.76%), error:       856.09045, best error:       774.70709 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 121.9827270508s, input_fired_time: 1.3354996443, output_fired_time: 1.1934508085, propagate_forward_time: 42.3181533813, propagate_backward_time: 74.1273651123, weight_update_time: 0.1518059224, other_time: 3.0082550049
epoch time: 9.1977663040s, input_fired_time: 0.1631060392, output_fired_time: 0.0000000000, propagate_forward_time: 8.4791297913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5555305481
validation[          , genome  7104] predictions:    9763/  10000 (97.63%), best:    9776/10000 (97.76%), error:       805.34796, best error:       774.70709 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 121.9564361572s, input_fired_time: 1.3189138174, output_fired_time: 1.1933082342, propagate_forward_time: 42.3396987915, propagate_backward_time: 74.0801544189, weight_update_time: 0.1522068828, other_time: 3.0243606567
epoch time: 9.2132940292s, input_fired_time: 0.1684555709, output_fired_time: 0.0000000000, propagate_forward_time: 8.4943380356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5505008698
validation[          , genome  7104] predictions:    9772/  10000 (97.72%), best:    9776/10000 (97.76%), error:       780.81140, best error:       774.70709 on epoch:    83, 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: 45.9433212280s, input_fired_time: 0.8282145262, output_fired_time: 0.0000000000, propagate_forward_time: 42.2934646606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8216438293
best training[          , genome  7104] predictions:   49551/  50000 (99.10%), best:    9776/10000 (97.76%), error:      1754.05359, best error:       774.70709 on epoch:    83, 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: 9.2701635361s, input_fired_time: 0.1638385952, output_fired_time: 0.0000000000, propagate_forward_time: 8.5430002213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5633249283
   testing[          , genome  7104] predictions:    9772/  10000 (97.72%), best:    9776/10000 (97.76%), error:       746.49847, best error:       774.70709 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:15:30 (4892): called boinc_finish(0)

</stderr_txt>
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