Nameexact_genome_1512568488_44_3184_1
Workunit2587272
Created7 Dec 2017, 3:33:31 UTC
Sent7 Dec 2017, 3:40:57 UTC
Report deadline10 Dec 2017, 23:37:50 UTC
Received7 Dec 2017, 14:17:22 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time2 hours 11 min 19 sec
CPU time2 hours 7 min 7 sec
Validate stateValid
Credit957.79
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.16 MB
Peak swap size156.38 MB
Peak disk usage1.44 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
_time: 0.0865066871, output_fired_time: 0.0000000000, propagate_forward_time: 5.1047592163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4679346085
validation[          , genome  3184] predictions:    9538/  10000 (95.38%), best:    9538/10000 (95.38%), error:      1636.98120, best error:      1636.98120 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 73.3908233643s, input_fired_time: 0.6731466055, output_fired_time: 0.5951098800, propagate_forward_time: 26.8624324799, propagate_backward_time: 42.6857070923, weight_update_time: 0.1148989201, other_time: 2.5744247437
epoch time: 5.6679253578s, input_fired_time: 0.0856617317, output_fired_time: 0.0000000000, propagate_forward_time: 5.1286916733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4535717964
validation[          , genome  3184] predictions:    9555/  10000 (95.55%), best:    9555/10000 (95.55%), error:      1524.90405, best error:      1524.90405 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 73.4729995728s, input_fired_time: 0.6765384674, output_fired_time: 0.5951685309, propagate_forward_time: 25.8654098511, propagate_backward_time: 42.7229652405, weight_update_time: 0.1153318509, other_time: 3.6129188538
epoch time: 5.6604008675s, input_fired_time: 0.0857497081, output_fired_time: 0.0000000000, propagate_forward_time: 5.1187887192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4558625221
validation[          , genome  3184] predictions:    9501/  10000 (95.01%), best:    9555/10000 (95.55%), error:      1700.80920, best error:      1524.90405 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 74.6943206787s, input_fired_time: 0.6846677065, output_fired_time: 0.6047157049, propagate_forward_time: 28.4579601288, propagate_backward_time: 42.3093986511, weight_update_time: 0.1171533689, other_time: 2.6375770569
epoch time: 5.6339578629s, input_fired_time: 0.0844360888, output_fired_time: 0.0000000000, propagate_forward_time: 5.1018495560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476723671
validation[          , genome  3184] predictions:    9473/  10000 (94.73%), best:    9555/10000 (95.55%), error:      1791.00879, best error:      1524.90405 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 73.1096496582s, input_fired_time: 0.6784041524, output_fired_time: 0.5953228474, propagate_forward_time: 27.6969966888, propagate_backward_time: 41.5283622742, weight_update_time: 0.1153837144, other_time: 2.6105613708
epoch time: 5.7148737907s, input_fired_time: 0.0860116482, output_fired_time: 0.0000000000, propagate_forward_time: 5.1740021706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4548602104
validation[          , genome  3184] predictions:    9524/  10000 (95.24%), best:    9555/10000 (95.55%), error:      1671.88025, best error:      1524.90405 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 73.4159927368s, input_fired_time: 0.6795933247, output_fired_time: 0.5991505980, propagate_forward_time: 25.8587036133, propagate_backward_time: 43.6439361572, weight_update_time: 0.1159067824, other_time: 2.6346054077
epoch time: 5.6253900528s, input_fired_time: 0.0858840793, output_fired_time: 0.0000000000, propagate_forward_time: 5.0819206238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575853348
validation[          , genome  3184] predictions:    9478/  10000 (94.78%), best:    9555/10000 (95.55%), error:      1769.52295, best error:      1524.90405 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 77.2976455688s, input_fired_time: 0.7204228044, output_fired_time: 0.6217906475, propagate_forward_time: 28.5209026337, propagate_backward_time: 44.6907196045, weight_update_time: 0.1459498107, other_time: 2.7438125610
epoch time: 5.6454052925s, input_fired_time: 0.0835988820, output_fired_time: 0.0000000000, propagate_forward_time: 5.1119503975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498558044
validation[          , genome  3184] predictions:    9522/  10000 (95.22%), best:    9555/10000 (95.55%), error:      1681.10168, best error:      1524.90405 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 72.7739410400s, input_fired_time: 0.6728432775, output_fired_time: 0.5893026590, propagate_forward_time: 26.6304016113, propagate_backward_time: 42.2941131592, weight_update_time: 0.1148187742, other_time: 2.5872802734
epoch time: 5.6167011261s, input_fired_time: 0.0851705894, output_fired_time: 0.0000000000, propagate_forward_time: 5.0793151855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4522151947
validation[          , genome  3184] predictions:    9522/  10000 (95.22%), best:    9555/10000 (95.55%), error:      1662.80713, best error:      1524.90405 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 73.2507705688s, input_fired_time: 0.6763414145, output_fired_time: 1.6079800129, propagate_forward_time: 27.7905616760, propagate_backward_time: 40.5743179321, weight_update_time: 0.1151471734, other_time: 2.6015739441
epoch time: 5.5980277061s, input_fired_time: 0.0838266611, output_fired_time: 0.0000000000, propagate_forward_time: 5.0649280548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492731094
validation[          , genome  3184] predictions:    9545/  10000 (95.45%), best:    9555/10000 (95.55%), error:      1578.19446, best error:      1524.90405 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 80.1662139893s, input_fired_time: 0.7066666484, output_fired_time: 0.6620614529, propagate_forward_time: 29.2689743042, propagate_backward_time: 46.7482490540, weight_update_time: 0.1331184059, other_time: 2.7802619934
epoch time: 5.6341543198s, input_fired_time: 0.0838071331, output_fired_time: 0.0000000000, propagate_forward_time: 5.1008481979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494991302
validation[          , genome  3184] predictions:    9575/  10000 (95.75%), best:    9575/10000 (95.75%), error:      1512.07800, best error:      1512.07800 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 83.8255081177s, input_fired_time: 0.7375962138, output_fired_time: 0.6828972697, propagate_forward_time: 31.7666873932, propagate_backward_time: 47.6926231384, weight_update_time: 0.1397465467, other_time: 2.9457054138
epoch time: 6.8588724136s, input_fired_time: 0.0883705392, output_fired_time: 0.0000000000, propagate_forward_time: 6.3047480583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4657540321
validation[          , genome  3184] predictions:    9530/  10000 (95.30%), best:    9575/10000 (95.75%), error:      1628.97754, best error:      1512.07800 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 72.0044708252s, input_fired_time: 0.6781314611, output_fired_time: 0.5928579569, propagate_forward_time: 25.7096595764, propagate_backward_time: 42.4195709229, weight_update_time: 0.1147469655, other_time: 2.6042518616
epoch time: 7.5932612419s, input_fired_time: 0.1024342477, output_fired_time: 0.0000000000, propagate_forward_time: 5.9787864685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5120406151
validation[          , genome  3184] predictions:    9564/  10000 (95.64%), best:    9575/10000 (95.75%), error:      1528.40063, best error:      1512.07800 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 79.3406982422s, input_fired_time: 0.7242335081, output_fired_time: 0.6479894519, propagate_forward_time: 31.2315902710, propagate_backward_time: 43.8944244385, weight_update_time: 0.1321377754, other_time: 2.8424606323
epoch time: 5.7206187248s, input_fired_time: 0.0849164426, output_fired_time: 0.0000000000, propagate_forward_time: 5.1908555031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4448466301
validation[          , genome  3184] predictions:    9533/  10000 (95.33%), best:    9575/10000 (95.75%), error:      1663.35938, best error:      1512.07800 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 80.7477645874s, input_fired_time: 0.7344485521, output_fired_time: 0.6600829959, propagate_forward_time: 30.6632595062, propagate_backward_time: 45.8327560425, weight_update_time: 0.1159697101, other_time: 2.8572158813
epoch time: 7.7786688805s, input_fired_time: 0.0943004340, output_fired_time: 0.0000000000, propagate_forward_time: 6.1124825478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5718860626
validation[          , genome  3184] predictions:    9425/  10000 (94.25%), best:    9575/10000 (95.75%), error:      1994.15308, best error:      1512.07800 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 73.1891708374s, input_fired_time: 0.6773498058, output_fired_time: 0.6023936272, propagate_forward_time: 27.2610397339, propagate_backward_time: 42.0571060181, weight_update_time: 0.1141229570, other_time: 2.5912780762
epoch time: 6.8531260490s, input_fired_time: 0.0904357582, output_fired_time: 0.0000000000, propagate_forward_time: 6.2863488197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4763412476
validation[          , genome  3184] predictions:    9575/  10000 (95.75%), best:    9575/10000 (95.75%), error:      1481.81458, best error:      1481.81458 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 72.2821655273s, input_fired_time: 0.6772322655, output_fired_time: 0.5975920558, propagate_forward_time: 26.7682056427, propagate_backward_time: 41.6715011597, weight_update_time: 0.1144674867, other_time: 2.5676345825
epoch time: 6.8600301743s, input_fired_time: 0.0880846903, output_fired_time: 0.0000000000, propagate_forward_time: 6.3099055290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4620399475
validation[          , genome  3184] predictions:    9464/  10000 (94.64%), best:    9575/10000 (95.75%), error:      1842.96436, best error:      1481.81458 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 72.3643264771s, input_fired_time: 0.6926599741, output_fired_time: 0.5995419025, propagate_forward_time: 27.8060112000, propagate_backward_time: 40.6587562561, weight_update_time: 0.1153046787, other_time: 2.6073608398
epoch time: 7.8743653297s, input_fired_time: 0.1124740764, output_fired_time: 0.0000000000, propagate_forward_time: 7.1929464340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5689449310
validation[          , genome  3184] predictions:    9510/  10000 (95.10%), best:    9575/10000 (95.75%), error:      1625.54907, best error:      1481.81458 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 75.0278778076s, input_fired_time: 0.7025749683, output_fired_time: 0.6141003966, propagate_forward_time: 27.9777851105, propagate_backward_time: 43.0633964539, weight_update_time: 0.1314021945, other_time: 2.6700248718
epoch time: 6.9626250267s, input_fired_time: 0.0901919231, output_fired_time: 0.0000000000, propagate_forward_time: 6.3943047523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4781284332
validation[          , genome  3184] predictions:    9442/  10000 (94.42%), best:    9575/10000 (95.75%), error:      1838.49084, best error:      1481.81458 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 72.1363449097s, input_fired_time: 0.6797624826, output_fired_time: 0.5955353379, propagate_forward_time: 27.7678794861, propagate_backward_time: 40.5009574890, weight_update_time: 0.1146639511, other_time: 2.5922088623
epoch time: 7.0397791862s, input_fired_time: 0.0913692415, output_fired_time: 0.0000000000, propagate_forward_time: 6.4677381516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806718826
validation[          , genome  3184] predictions:    9564/  10000 (95.64%), best:    9564/10000 (95.64%), error:      1477.67004, best error:      1477.67004 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 72.4080657959s, input_fired_time: 0.6807617545, output_fired_time: 0.5942990780, propagate_forward_time: 28.9021339417, propagate_backward_time: 39.6436271667, weight_update_time: 0.1149693504, other_time: 2.5872421265
epoch time: 6.9034876823s, input_fired_time: 0.0909191221, output_fired_time: 0.0000000000, propagate_forward_time: 6.3325080872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800605774
validation[          , genome  3184] predictions:    9487/  10000 (94.87%), best:    9564/10000 (95.64%), error:      1705.41968, best error:      1477.67004 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 71.8273315430s, input_fired_time: 0.6788456440, output_fired_time: 0.5940742493, propagate_forward_time: 26.6446723938, propagate_backward_time: 41.3287773132, weight_update_time: 0.1145201996, other_time: 2.5809631348
epoch time: 6.8929944038s, input_fired_time: 0.0890279114, output_fired_time: 0.0000000000, propagate_forward_time: 6.3370356560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4669308662
validation[          , genome  3184] predictions:    9582/  10000 (95.82%), best:    9564/10000 (95.64%), error:      1514.49561, best error:      1477.67004 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 72.1943740845s, input_fired_time: 0.6913254261, output_fired_time: 0.5928437114, propagate_forward_time: 26.7930393219, propagate_backward_time: 41.5218925476, weight_update_time: 0.1153891608, other_time: 2.5952796936
epoch time: 6.9455385208s, input_fired_time: 0.0896202028, output_fired_time: 0.0000000000, propagate_forward_time: 6.3868403435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690780640
validation[          , genome  3184] predictions:    9542/  10000 (95.42%), best:    9564/10000 (95.64%), error:      1521.56677, best error:      1477.67004 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 72.3901290894s, input_fired_time: 0.6798843741, output_fired_time: 0.5981745124, propagate_forward_time: 26.8922138214, propagate_backward_time: 41.6286315918, weight_update_time: 0.1152499095, other_time: 2.5912246704
epoch time: 7.0199937820s, input_fired_time: 0.0908883512, output_fired_time: 0.0000000000, propagate_forward_time: 5.4382452965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4908599854
validation[          , genome  3184] predictions:    9552/  10000 (95.52%), best:    9564/10000 (95.64%), error:      1517.05286, best error:      1477.67004 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 72.0151596069s, input_fired_time: 0.6803320646, output_fired_time: 0.5937055349, propagate_forward_time: 25.6970462799, propagate_backward_time: 42.4479980469, weight_update_time: 0.1148657501, other_time: 2.5960845947
epoch time: 6.9012060165s, input_fired_time: 0.0904920250, output_fired_time: 0.0000000000, propagate_forward_time: 6.3332438469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4774699211
validation[          , genome  3184] predictions:    9558/  10000 (95.58%), best:    9564/10000 (95.64%), error:      1504.87781, best error:      1477.67004 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 72.2744750977s, input_fired_time: 0.6809419394, output_fired_time: 0.6003123522, propagate_forward_time: 27.6583843231, propagate_backward_time: 40.7453994751, weight_update_time: 0.1159110069, other_time: 2.5894393921
epoch time: 6.8728151321s, input_fired_time: 0.0893044993, output_fired_time: 0.0000000000, propagate_forward_time: 6.3129205704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4705901146
validation[          , genome  3184] predictions:    9550/  10000 (95.50%), best:    9564/10000 (95.64%), error:      1553.84900, best error:      1477.67004 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 72.4803695679s, input_fired_time: 0.6854183674, output_fired_time: 0.5974944830, propagate_forward_time: 25.9615306854, propagate_backward_time: 42.6281471252, weight_update_time: 0.1154209450, other_time: 2.6077766418
epoch time: 6.8954715729s, input_fired_time: 0.0902965292, output_fired_time: 0.0000000000, propagate_forward_time: 5.3249149323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4802598953
validation[          , genome  3184] predictions:    9575/  10000 (95.75%), best:    9575/10000 (95.75%), error:      1470.89453, best error:      1470.89453 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 72.1781158447s, input_fired_time: 0.6803824306, output_fired_time: 0.5927745104, propagate_forward_time: 25.7888240814, propagate_backward_time: 42.5219726563, weight_update_time: 0.1154610217, other_time: 2.5941619873
epoch time: 6.8660888672s, input_fired_time: 0.0893367007, output_fired_time: 0.0000000000, propagate_forward_time: 6.3045930862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721589088
validation[          , genome  3184] predictions:    9564/  10000 (95.64%), best:    9575/10000 (95.75%), error:      1478.40100, best error:      1470.89453 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 75.4536590576s, input_fired_time: 0.6972703338, output_fired_time: 0.6465752125, propagate_forward_time: 28.1128807068, propagate_backward_time: 43.3354759216, weight_update_time: 0.1143672839, other_time: 2.6614532471
epoch time: 8.0401325226s, input_fired_time: 0.0926760212, output_fired_time: 0.0000000000, propagate_forward_time: 7.3733286858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5741276741
validation[          , genome  3184] predictions:    9517/  10000 (95.17%), best:    9575/10000 (95.75%), error:      1682.46692, best error:      1470.89453 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 73.1169967651s, input_fired_time: 0.6901203394, output_fired_time: 0.5993073583, propagate_forward_time: 26.2378520966, propagate_backward_time: 42.9767837524, weight_update_time: 0.1155563295, other_time: 2.6129379272
epoch time: 5.9535102844s, input_fired_time: 0.0917723924, output_fired_time: 0.0000000000, propagate_forward_time: 5.3843374252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4774003029
validation[          , genome  3184] predictions:    9581/  10000 (95.81%), best:    9581/10000 (95.81%), error:      1458.34558, best error:      1458.34558 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 72.0325164795s, input_fired_time: 0.6834011078, output_fired_time: 0.5969863534, propagate_forward_time: 26.7292633057, propagate_backward_time: 40.4198722839, weight_update_time: 0.1152117476, other_time: 3.6029930115
epoch time: 7.0117144585s, input_fired_time: 0.0907055885, output_fired_time: 0.0000000000, propagate_forward_time: 6.4444646835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4765443802
validation[          , genome  3184] predictions:    9560/  10000 (95.60%), best:    9581/10000 (95.81%), error:      1526.76721, best error:      1458.34558 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 72.4436035156s, input_fired_time: 0.6814597845, output_fired_time: 0.5950839520, propagate_forward_time: 26.8407573700, propagate_backward_time: 41.7359504700, weight_update_time: 0.1154327095, other_time: 2.5903511047
epoch time: 6.9801974297s, input_fired_time: 0.0937868357, output_fired_time: 0.0000000000, propagate_forward_time: 6.3993511200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4870595932
validation[          , genome  3184] predictions:    9581/  10000 (95.81%), best:    9581/10000 (95.81%), error:      1471.11035, best error:      1458.34558 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 72.3539428711s, input_fired_time: 0.6833862066, output_fired_time: 0.5933363438, propagate_forward_time: 26.8509006500, propagate_backward_time: 41.6542892456, weight_update_time: 0.1148633137, other_time: 2.5720291138
epoch time: 7.0615572929s, input_fired_time: 0.0996765718, output_fired_time: 0.0000000000, propagate_forward_time: 6.4687004089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931802750
validation[          , genome  3184] predictions:    9599/  10000 (95.99%), best:    9599/10000 (95.99%), error:      1396.27344, best error:      1396.27344 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 76.7094116211s, input_fired_time: 0.7036711574, output_fired_time: 0.6209502220, propagate_forward_time: 29.0970726013, propagate_backward_time: 43.5552062988, weight_update_time: 0.1225404292, other_time: 2.7325096130
epoch time: 5.6546435356s, input_fired_time: 0.0863410234, output_fired_time: 0.0000000000, propagate_forward_time: 5.1142501831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540524483
validation[          , genome  3184] predictions:    9527/  10000 (95.27%), best:    9599/10000 (95.99%), error:      1635.83252, best error:      1396.27344 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 73.9126205444s, input_fired_time: 0.6868768930, output_fired_time: 0.6043858528, propagate_forward_time: 29.1157741547, propagate_backward_time: 40.8689613342, weight_update_time: 0.1156701222, other_time: 2.6366233826
epoch time: 11.4000186920s, input_fired_time: 0.1979412735, output_fired_time: 0.0000000000, propagate_forward_time: 10.3969621658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8051156998
validation[          , genome  3184] predictions:    9560/  10000 (95.60%), best:    9599/10000 (95.99%), error:      1474.62695, best error:      1396.27344 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 77.0147781372s, input_fired_time: 0.6959687471, output_fired_time: 0.6275335550, propagate_forward_time: 28.2855510712, propagate_backward_time: 43.7341346741, weight_update_time: 0.1196380705, other_time: 3.6715888977
epoch time: 5.6247758865s, input_fired_time: 0.0861714184, output_fired_time: 0.0000000000, propagate_forward_time: 5.0911622047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474420547
validation[          , genome  3184] predictions:    9579/  10000 (95.79%), best:    9599/10000 (95.99%), error:      1431.54517, best error:      1396.27344 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 73.4681472778s, input_fired_time: 0.6885751486, output_fired_time: 0.5982341766, propagate_forward_time: 28.9415092468, propagate_backward_time: 40.6361618042, weight_update_time: 0.1148438230, other_time: 2.6036643982
epoch time: 5.4842596054s, input_fired_time: 0.0833052099, output_fired_time: 0.0000000000, propagate_forward_time: 4.9641890526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4367651939
validation[          , genome  3184] predictions:    9529/  10000 (95.29%), best:    9599/10000 (95.99%), error:      1563.87134, best error:      1396.27344 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 73.7516403198s, input_fired_time: 0.6884388328, output_fired_time: 0.5966380239, propagate_forward_time: 27.1046371460, propagate_backward_time: 42.7276458740, weight_update_time: 0.1162703261, other_time: 2.6342773438
epoch time: 5.6968336105s, input_fired_time: 0.0869064555, output_fired_time: 0.0000000000, propagate_forward_time: 5.1417989731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681282043
validation[          , genome  3184] predictions:    9549/  10000 (95.49%), best:    9599/10000 (95.99%), error:      1526.96289, best error:      1396.27344 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 73.6547698975s, input_fired_time: 0.6882570982, output_fired_time: 0.5977805853, propagate_forward_time: 27.9085674286, propagate_backward_time: 41.8557929993, weight_update_time: 0.1161750555, other_time: 2.6043739319
epoch time: 5.6725358963s, input_fired_time: 0.0889159590, output_fired_time: 0.0000000000, propagate_forward_time: 5.1224169731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4612030983
validation[          , genome  3184] predictions:    9570/  10000 (95.70%), best:    9599/10000 (95.99%), error:      1463.63879, best error:      1396.27344 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 73.0229797363s, input_fired_time: 0.6851325035, output_fired_time: 0.5952975750, propagate_forward_time: 27.7337322235, propagate_backward_time: 41.4435539246, weight_update_time: 0.1145329550, other_time: 2.5652580261
epoch time: 5.6766362190s, input_fired_time: 0.0863605663, output_fired_time: 0.0000000000, propagate_forward_time: 5.1458058357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444699287
validation[          , genome  3184] predictions:    9578/  10000 (95.78%), best:    9599/10000 (95.99%), error:      1457.13660, best error:      1396.27344 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 73.2116394043s, input_fired_time: 0.6837146878, output_fired_time: 0.5946207643, propagate_forward_time: 28.7408409119, propagate_backward_time: 40.6210632324, weight_update_time: 0.1147127599, other_time: 2.5713996887
epoch time: 5.7051315308s, input_fired_time: 0.0872778296, output_fired_time: 0.0000000000, propagate_forward_time: 5.1616306305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4562230110
validation[          , genome  3184] predictions:    9569/  10000 (95.69%), best:    9599/10000 (95.99%), error:      1512.49829, best error:      1396.27344 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 73.4674148560s, input_fired_time: 0.6856256127, output_fired_time: 0.5977426767, propagate_forward_time: 26.8781604767, propagate_backward_time: 42.6889495850, weight_update_time: 0.1175028831, other_time: 2.6169433594
epoch time: 5.5369110107s, input_fired_time: 0.0844878480, output_fired_time: 0.0000000000, propagate_forward_time: 5.0136590004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4387640953
validation[          , genome  3184] predictions:    9558/  10000 (95.58%), best:    9599/10000 (95.99%), error:      1526.56824, best error:      1396.27344 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 73.2827682495s, input_fired_time: 0.6843391657, output_fired_time: 0.5938983560, propagate_forward_time: 27.7737312317, propagate_backward_time: 41.6063041687, weight_update_time: 0.1156437919, other_time: 2.6244964600
epoch time: 5.7040820122s, input_fired_time: 0.0870589241, output_fired_time: 0.0000000000, propagate_forward_time: 5.1600418091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4569811821
validation[          , genome  3184] predictions:    9533/  10000 (95.33%), best:    9599/10000 (95.99%), error:      1525.64685, best error:      1396.27344 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 73.5561676025s, input_fired_time: 0.6855065823, output_fired_time: 0.5971264839, propagate_forward_time: 27.9218463898, propagate_backward_time: 41.7555503845, weight_update_time: 0.1156550050, other_time: 2.5961341858
epoch time: 5.5565843582s, input_fired_time: 0.0847259015, output_fired_time: 0.0000000000, propagate_forward_time: 5.0319786072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398798943
validation[          , genome  3184] predictions:    9568/  10000 (95.68%), best:    9599/10000 (95.99%), error:      1457.75952, best error:      1396.27344 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 73.4913787842s, input_fired_time: 1.6936765909, output_fired_time: 0.5971977711, propagate_forward_time: 26.8907699585, propagate_backward_time: 41.7271728516, weight_update_time: 0.1150793284, other_time: 2.5825576782
epoch time: 5.6556487083s, input_fired_time: 0.0852556229, output_fired_time: 0.0000000000, propagate_forward_time: 5.1278033257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4425897598
validation[          , genome  3184] predictions:    9551/  10000 (95.51%), best:    9599/10000 (95.99%), error:      1501.69910, best error:      1396.27344 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 73.5756225586s, input_fired_time: 0.6904469728, output_fired_time: 0.5990241766, propagate_forward_time: 27.9981918335, propagate_backward_time: 41.6895027161, weight_update_time: 0.1157371253, other_time: 2.5984611511
epoch time: 5.7339334488s, input_fired_time: 0.0880519450, output_fired_time: 0.0000000000, propagate_forward_time: 5.1905455589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4553360939
validation[          , genome  3184] predictions:    9525/  10000 (95.25%), best:    9599/10000 (95.99%), error:      1607.04883, best error:      1396.27344 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 73.7358245850s, input_fired_time: 0.6874714494, output_fired_time: 0.5991367102, propagate_forward_time: 27.9813022614, propagate_backward_time: 41.8500709534, weight_update_time: 0.1158846989, other_time: 2.6178474426
epoch time: 5.7219328880s, input_fired_time: 0.0884409547, output_fired_time: 0.0000000000, propagate_forward_time: 5.1731004715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603915215
validation[          , genome  3184] predictions:    9576/  10000 (95.76%), best:    9599/10000 (95.99%), error:      1436.64954, best error:      1396.27344 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 73.5569458008s, input_fired_time: 0.6891412735, output_fired_time: 1.6083941460, propagate_forward_time: 27.0091381073, propagate_backward_time: 41.6263542175, weight_update_time: 0.1163215786, other_time: 2.6239204407
epoch time: 5.6836929321s, input_fired_time: 0.0883173048, output_fired_time: 0.0000000000, propagate_forward_time: 5.1405930519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4547824860
validation[          , genome  3184] predictions:    9562/  10000 (95.62%), best:    9599/10000 (95.99%), error:      1469.24512, best error:      1396.27344 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 73.7800979614s, input_fired_time: 0.6974272132, output_fired_time: 1.5075465441, propagate_forward_time: 26.0489654541, propagate_backward_time: 41.9283905029, weight_update_time: 0.1163078845, other_time: 3.5977706909
epoch time: 5.5636725426s, input_fired_time: 0.0858884752, output_fired_time: 0.0000000000, propagate_forward_time: 5.0256772041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4521069527
validation[          , genome  3184] predictions:    9565/  10000 (95.65%), best:    9599/10000 (95.99%), error:      1454.88330, best error:      1396.27344 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 73.5553436279s, input_fired_time: 0.6909552217, output_fired_time: 0.5961519480, propagate_forward_time: 29.8658561707, propagate_backward_time: 39.7911224365, weight_update_time: 0.1154555753, other_time: 2.6112556458
epoch time: 5.6834678650s, input_fired_time: 0.0886320323, output_fired_time: 0.0000000000, propagate_forward_time: 5.1353087425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595270157
validation[          , genome  3184] predictions:    9586/  10000 (95.86%), best:    9599/10000 (95.99%), error:      1418.72388, best error:      1396.27344 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 73.4654541016s, input_fired_time: 0.6843434572, output_fired_time: 0.5951164961, propagate_forward_time: 26.8673305511, propagate_backward_time: 42.7407188416, weight_update_time: 0.1146287620, other_time: 2.5779457092
epoch time: 5.6533002853s, input_fired_time: 0.0867940262, output_fired_time: 0.0000000000, propagate_forward_time: 5.1167325974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4497737885
validation[          , genome  3184] predictions:    9525/  10000 (95.25%), best:    9599/10000 (95.99%), error:      1558.38818, best error:      1396.27344 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 73.5525283813s, input_fired_time: 0.6868596077, output_fired_time: 0.6098095179, propagate_forward_time: 27.8489456177, propagate_backward_time: 41.8077049255, weight_update_time: 0.1154414266, other_time: 2.5992088318
epoch time: 7.3205137253s, input_fired_time: 0.1048982590, output_fired_time: 0.0000000000, propagate_forward_time: 6.6228685379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5927467346
validation[          , genome  3184] predictions:    9568/  10000 (95.68%), best:    9599/10000 (95.99%), error:      1454.83069, best error:      1396.27344 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 82.0807647705s, input_fired_time: 0.7701855302, output_fired_time: 0.6431261301, propagate_forward_time: 31.2763309479, propagate_backward_time: 46.5387649536, weight_update_time: 0.1165503487, other_time: 2.8523559570
epoch time: 6.9593257904s, input_fired_time: 0.0917039737, output_fired_time: 0.0000000000, propagate_forward_time: 6.3971743584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704475403
validation[          , genome  3184] predictions:    9584/  10000 (95.84%), best:    9599/10000 (95.99%), error:      1418.52393, best error:      1396.27344 on epoch:    45, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 71.6155548096s, input_fired_time: 0.6834574938, output_fired_time: 0.5892612934, propagate_forward_time: 27.5972118378, propagate_backward_time: 40.1685714722, weight_update_time: 0.1140935570, other_time: 2.5770492554
epoch time: 6.9779639244s, input_fired_time: 0.0908638760, output_fired_time: 0.0000000000, propagate_forward_time: 6.4128975868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4742026329
validation[          , genome  3184] predictions:    9485/  10000 (94.85%), best:    9599/10000 (95.99%), error:      1722.28027, best error:      1396.27344 on epoch:    45, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 71.9802017212s, input_fired_time: 0.6815596819, output_fired_time: 0.5933910608, propagate_forward_time: 27.7352695465, propagate_backward_time: 40.4245719910, weight_update_time: 0.1138600111, other_time: 2.5454139709
epoch time: 6.7670097351s, input_fired_time: 0.0886432752, output_fired_time: 0.0000000000, propagate_forward_time: 6.2209343910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574322701
validation[          , genome  3184] predictions:    9525/  10000 (95.25%), best:    9599/10000 (95.99%), error:      1561.60229, best error:      1396.27344 on epoch:    45, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 72.3244323730s, input_fired_time: 0.6883775592, output_fired_time: 0.5964353085, propagate_forward_time: 25.7926521301, propagate_backward_time: 42.6535606384, weight_update_time: 0.1156163886, other_time: 2.5934066772
epoch time: 6.9526209831s, input_fired_time: 0.0910686925, output_fired_time: 0.0000000000, propagate_forward_time: 5.3727388382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4888134003
validation[          , genome  3184] predictions:    9464/  10000 (94.64%), best:    9599/10000 (95.99%), error:      1796.16345, best error:      1396.27344 on epoch:    45, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 72.3981475830s, input_fired_time: 0.6894342303, output_fired_time: 0.5944637656, propagate_forward_time: 26.8671779633, propagate_backward_time: 41.6450691223, weight_update_time: 0.1145969257, other_time: 2.6019935608
epoch time: 6.6350111961s, input_fired_time: 0.0876502171, output_fired_time: 0.0000000000, propagate_forward_time: 6.0931720734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4541888237
validation[          , genome  3184] predictions:    9561/  10000 (95.61%), best:    9599/10000 (95.99%), error:      1456.29358, best error:      1396.27344 on epoch:    45, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 72.0420379639s, input_fired_time: 0.6949556470, output_fired_time: 0.5912213326, propagate_forward_time: 25.7850055695, propagate_backward_time: 42.4005203247, weight_update_time: 0.1140164137, other_time: 2.5703353882
epoch time: 5.6260318756s, input_fired_time: 0.0873032808, output_fired_time: 0.0000000000, propagate_forward_time: 5.0913143158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474143982
validation[          , genome  3184] predictions:    9577/  10000 (95.77%), best:    9577/10000 (95.77%), error:      1382.13074, best error:      1382.13074 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 73.6520309448s, input_fired_time: 0.6952123642, output_fired_time: 0.5988176465, propagate_forward_time: 26.9328098297, propagate_backward_time: 42.8284606934, weight_update_time: 0.1154591367, other_time: 2.5967330933
epoch time: 5.5202822685s, input_fired_time: 0.0864226297, output_fired_time: 0.0000000000, propagate_forward_time: 4.9856042862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482555389
validation[          , genome  3184] predictions:    9590/  10000 (95.90%), best:    9590/10000 (95.90%), error:      1378.99365, best error:      1378.99365 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 80.6301651001s, input_fired_time: 0.7712832093, output_fired_time: 0.6578859687, propagate_forward_time: 29.7321052551, propagate_backward_time: 46.6621971130, weight_update_time: 0.1296170503, other_time: 2.8066940308
epoch time: 5.8002586365s, input_fired_time: 0.0903434679, output_fired_time: 0.0000000000, propagate_forward_time: 5.2440853119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4658298492
validation[          , genome  3184] predictions:    9562/  10000 (95.62%), best:    9590/10000 (95.90%), error:      1509.09302, best error:      1378.99365 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 72.0324249268s, input_fired_time: 0.6863124967, output_fired_time: 0.5933050513, propagate_forward_time: 26.7251529694, propagate_backward_time: 41.4421806335, weight_update_time: 0.1149967536, other_time: 2.5854759216
epoch time: 7.0092720985s, input_fired_time: 0.0934422836, output_fired_time: 0.0000000000, propagate_forward_time: 6.4342684746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815611839
validation[          , genome  3184] predictions:    9583/  10000 (95.83%), best:    9590/10000 (95.90%), error:      1399.12146, best error:      1378.99365 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 75.1687622070s, input_fired_time: 0.7205459476, output_fired_time: 0.6143933535, propagate_forward_time: 27.5852661133, propagate_backward_time: 43.6382408142, weight_update_time: 0.1230186149, other_time: 2.6103172302
epoch time: 5.7098317146s, input_fired_time: 0.0893088728, output_fired_time: 0.0000000000, propagate_forward_time: 5.1662321091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4542908669
validation[          , genome  3184] predictions:    9582/  10000 (95.82%), best:    9582/10000 (95.82%), error:      1367.02075, best error:      1367.02075 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 73.6273880005s, input_fired_time: 0.6912546158, output_fired_time: 0.5962139964, propagate_forward_time: 25.8951683044, propagate_backward_time: 43.8496093750, weight_update_time: 0.1157644615, other_time: 2.5951423645
epoch time: 5.6112737656s, input_fired_time: 0.0877983049, output_fired_time: 0.0000000000, propagate_forward_time: 5.0681958199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4552798271
validation[          , genome  3184] predictions:    9513/  10000 (95.13%), best:    9582/10000 (95.82%), error:      1610.02197, best error:      1367.02075 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 73.4901885986s, input_fired_time: 1.6963369846, output_fired_time: 0.5987756848, propagate_forward_time: 25.9280300140, propagate_backward_time: 42.7028923035, weight_update_time: 0.1140388101, other_time: 2.5641517639
epoch time: 5.8235135078s, input_fired_time: 0.0907368809, output_fired_time: 0.0000000000, propagate_forward_time: 5.2667374611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660391808
validation[          , genome  3184] predictions:    9571/  10000 (95.71%), best:    9582/10000 (95.82%), error:      1409.89136, best error:      1367.02075 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 73.6091232300s, input_fired_time: 0.6936243773, output_fired_time: 0.5969580412, propagate_forward_time: 28.9443206787, propagate_backward_time: 40.7834129333, weight_update_time: 0.1150425896, other_time: 2.5908088684
epoch time: 5.7013287544s, input_fired_time: 0.0896719620, output_fired_time: 0.0000000000, propagate_forward_time: 5.1474380493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642186165
validation[          , genome  3184] predictions:    9567/  10000 (95.67%), best:    9582/10000 (95.82%), error:      1440.00671, best error:      1367.02075 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 71.9853134155s, input_fired_time: 0.6890069246, output_fired_time: 0.5912941694, propagate_forward_time: 26.6309738159, propagate_backward_time: 41.5042800903, weight_update_time: 0.1141415760, other_time: 2.5697555542
epoch time: 6.9397511482s, input_fired_time: 0.0918662548, output_fired_time: 0.0000000000, propagate_forward_time: 6.3766288757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712562561
validation[          , genome  3184] predictions:    9569/  10000 (95.69%), best:    9582/10000 (95.82%), error:      1449.16992, best error:      1367.02075 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 86.5749359131s, input_fired_time: 0.8229150772, output_fired_time: 0.6681051850, propagate_forward_time: 34.1808547974, propagate_backward_time: 47.8490982056, weight_update_time: 0.1151829660, other_time: 3.0539627075
epoch time: 5.6992225647s, input_fired_time: 0.0893660635, output_fired_time: 0.0000000000, propagate_forward_time: 5.1544890404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4553675652
validation[          , genome  3184] predictions:    9598/  10000 (95.98%), best:    9582/10000 (95.82%), error:      1368.20862, best error:      1367.02075 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 73.9895629883s, input_fired_time: 0.7027929425, output_fired_time: 0.6007423401, propagate_forward_time: 26.1048145294, propagate_backward_time: 42.9415817261, weight_update_time: 0.1162365451, other_time: 3.6396408081
epoch time: 5.6114630699s, input_fired_time: 0.0884766132, output_fired_time: 0.0000000000, propagate_forward_time: 5.0738034248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4491829872
validation[          , genome  3184] predictions:    9576/  10000 (95.76%), best:    9582/10000 (95.82%), error:      1400.19556, best error:      1367.02075 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 85.8531341553s, input_fired_time: 0.8110646009, output_fired_time: 0.6836192608, propagate_forward_time: 30.8586673737, propagate_backward_time: 49.5316162109, weight_update_time: 1.1446555853, other_time: 3.9681701660
epoch time: 5.6308827400s, input_fired_time: 0.0885621533, output_fired_time: 0.0000000000, propagate_forward_time: 5.0873937607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4549269676
validation[          , genome  3184] predictions:    9579/  10000 (95.79%), best:    9582/10000 (95.82%), error:      1381.25232, best error:      1367.02075 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 73.2505874634s, input_fired_time: 0.6922646761, output_fired_time: 1.6013358831, propagate_forward_time: 25.8045902252, propagate_backward_time: 42.5588760376, weight_update_time: 0.1152342111, other_time: 2.5935211182
epoch time: 5.5641212463s, input_fired_time: 0.0871927962, output_fired_time: 0.0000000000, propagate_forward_time: 5.0329661369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4439620972
validation[          , genome  3184] predictions:    9584/  10000 (95.84%), best:    9582/10000 (95.82%), error:      1373.99365, best error:      1367.02075 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 81.0528564453s, input_fired_time: 0.7943130732, output_fired_time: 0.6734125614, propagate_forward_time: 28.8495635986, propagate_backward_time: 47.8815956116, weight_update_time: 0.1200085580, other_time: 2.8539695740
epoch time: 13.3785705566s, input_fired_time: 0.1902052611, output_fired_time: 0.0000000000, propagate_forward_time: 12.1885643005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9998006821
validation[          , genome  3184] predictions:    9569/  10000 (95.69%), best:    9582/10000 (95.82%), error:      1446.72900, best error:      1367.02075 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 74.0008926392s, input_fired_time: 0.7066197395, output_fired_time: 0.5998238921, propagate_forward_time: 26.4899711609, propagate_backward_time: 42.5238113403, weight_update_time: 1.1246989965, other_time: 3.6806678772
epoch time: 8.2196912766s, input_fired_time: 0.0978928432, output_fired_time: 0.0000000000, propagate_forward_time: 7.5656509399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5561475754
validation[          , genome  3184] predictions:    9567/  10000 (95.67%), best:    9582/10000 (95.82%), error:      1409.43359, best error:      1367.02075 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 82.0747756958s, input_fired_time: 0.7855465412, output_fired_time: 0.9153097272, propagate_forward_time: 29.7410163879, propagate_backward_time: 46.7744827271, weight_update_time: 0.1249882504, other_time: 3.8584251404
epoch time: 12.6883258820s, input_fired_time: 0.1766292304, output_fired_time: 0.0000000000, propagate_forward_time: 11.6610956192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8506011963
validation[          , genome  3184] predictions:    9578/  10000 (95.78%), best:    9582/10000 (95.82%), error:      1450.22644, best error:      1367.02075 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 78.4296417236s, input_fired_time: 0.7465732098, output_fired_time: 0.6287838221, propagate_forward_time: 29.8587131500, propagate_backward_time: 43.4432106018, weight_update_time: 0.1149077043, other_time: 3.7523612976
epoch time: 5.6627683640s, input_fired_time: 0.0885264874, output_fired_time: 0.0000000000, propagate_forward_time: 5.1192989349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4549427032
validation[          , genome  3184] predictions:    9585/  10000 (95.85%), best:    9582/10000 (95.82%), error:      1393.12134, best error:      1367.02075 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 73.5008239746s, input_fired_time: 0.6990801692, output_fired_time: 0.5947681665, propagate_forward_time: 25.9057960510, propagate_backward_time: 43.7189331055, weight_update_time: 0.1146971583, other_time: 2.5822486877
epoch time: 5.6285886765s, input_fired_time: 0.0886056349, output_fired_time: 0.0000000000, propagate_forward_time: 5.0897192955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4502639771
validation[          , genome  3184] predictions:    9561/  10000 (95.61%), best:    9582/10000 (95.82%), error:      1463.25452, best error:      1367.02075 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 70.6491546631s, input_fired_time: 0.6851541400, output_fired_time: 0.5798149109, propagate_forward_time: 26.1316585541, propagate_backward_time: 40.6960906982, weight_update_time: 0.1125760972, other_time: 2.5564346313
epoch time: 5.9341988564s, input_fired_time: 0.0927180201, output_fired_time: 0.0000000000, propagate_forward_time: 5.3682184219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4732623100
validation[          , genome  3184] predictions:    9545/  10000 (95.45%), best:    9582/10000 (95.82%), error:      1523.63379, best error:      1367.02075 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 78.4212341309s, input_fired_time: 0.7312723994, output_fired_time: 0.6469664574, propagate_forward_time: 29.7327041626, propagate_backward_time: 44.5024070740, weight_update_time: 0.1175555065, other_time: 2.8078880310
epoch time: 7.9916739464s, input_fired_time: 0.1073652506, output_fired_time: 0.0000000000, propagate_forward_time: 7.2963004112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5880084038
validation[          , genome  3184] predictions:    9560/  10000 (95.60%), best:    9582/10000 (95.82%), error:      1502.05408, best error:      1367.02075 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 78.6450653076s, input_fired_time: 0.7445269227, output_fired_time: 0.6632697582, propagate_forward_time: 30.7855720520, propagate_backward_time: 43.7331275940, weight_update_time: 0.1153026596, other_time: 2.7185668945
epoch time: 5.6513171196s, input_fired_time: 0.0892624483, output_fired_time: 0.0000000000, propagate_forward_time: 5.1086726189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533820152
validation[          , genome  3184] predictions:    9570/  10000 (95.70%), best:    9582/10000 (95.82%), error:      1435.80518, best error:      1367.02075 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 86.0872039795s, input_fired_time: 0.8046302199, output_fired_time: 0.6939451694, propagate_forward_time: 32.4280128479, propagate_backward_time: 48.1505241394, weight_update_time: 0.1436837912, other_time: 4.0100936890
epoch time: 5.5614829063s, input_fired_time: 0.0889736414, output_fired_time: 0.0000000000, propagate_forward_time: 5.0146360397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4578733444
validation[          , genome  3184] predictions:    9573/  10000 (95.73%), best:    9582/10000 (95.82%), error:      1429.97742, best error:      1367.02075 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 71.9852294922s, input_fired_time: 0.6949848533, output_fired_time: 0.5955106616, propagate_forward_time: 26.7800750732, propagate_backward_time: 41.3480682373, weight_update_time: 0.1145465821, other_time: 2.5665893555
epoch time: 5.7060933113s, input_fired_time: 0.0907119140, output_fired_time: 0.0000000000, propagate_forward_time: 5.1554188728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4599623680
validation[          , genome  3184] predictions:    9566/  10000 (95.66%), best:    9582/10000 (95.82%), error:      1434.57703, best error:      1367.02075 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 73.9304962158s, input_fired_time: 0.7025052905, output_fired_time: 0.6029710770, propagate_forward_time: 27.1247596741, propagate_backward_time: 42.8830223083, weight_update_time: 0.1162517294, other_time: 2.6172332764
epoch time: 5.5302405357s, input_fired_time: 0.0878246501, output_fired_time: 0.0000000000, propagate_forward_time: 4.9934577942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489579201
validation[          , genome  3184] predictions:    9515/  10000 (95.15%), best:    9582/10000 (95.82%), error:      1609.93799, best error:      1367.02075 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 73.6938705444s, input_fired_time: 0.7029703856, output_fired_time: 0.5995579958, propagate_forward_time: 26.9293518066, propagate_backward_time: 42.8503074646, weight_update_time: 0.1159384400, other_time: 2.6116828918
epoch time: 5.6158518791s, input_fired_time: 0.0887244195, output_fired_time: 0.0000000000, propagate_forward_time: 5.0797123909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474148750
validation[          , genome  3184] predictions:    9575/  10000 (95.75%), best:    9582/10000 (95.82%), error:      1416.16528, best error:      1367.02075 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 75.1805419922s, input_fired_time: 0.7069969177, output_fired_time: 0.5981932878, propagate_forward_time: 27.3748073578, propagate_backward_time: 43.7919807434, weight_update_time: 0.1302232593, other_time: 2.7085609436
epoch time: 7.7684416771s, input_fired_time: 0.1340187937, output_fired_time: 0.0000000000, propagate_forward_time: 7.0115242004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6228985786
validation[          , genome  3184] predictions:    9568/  10000 (95.68%), best:    9582/10000 (95.82%), error:      1488.42725, best error:      1367.02075 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 84.0726165771s, input_fired_time: 0.8034728765, output_fired_time: 0.6517326832, propagate_forward_time: 30.3459453583, propagate_backward_time: 49.3158569336, weight_update_time: 0.1229408607, other_time: 2.9556045532
epoch time: 7.0021944046s, input_fired_time: 0.0937350169, output_fired_time: 0.0000000000, propagate_forward_time: 6.4200844765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883747101
validation[          , genome  3184] predictions:    9573/  10000 (95.73%), best:    9582/10000 (95.82%), error:      1447.09277, best error:      1367.02075 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 72.3298950195s, input_fired_time: 0.6989045739, output_fired_time: 0.5971921086, propagate_forward_time: 25.9357318878, propagate_backward_time: 41.5019073486, weight_update_time: 0.1229486912, other_time: 3.5961608887
epoch time: 6.8301124573s, input_fired_time: 0.0930430219, output_fired_time: 0.0000000000, propagate_forward_time: 6.2728447914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642248154
validation[          , genome  3184] predictions:    9584/  10000 (95.84%), best:    9582/10000 (95.82%), error:      1415.69604, best error:      1367.02075 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 72.5136718750s, input_fired_time: 0.6984732151, output_fired_time: 0.5954915881, propagate_forward_time: 25.9066123962, propagate_backward_time: 41.7050743103, weight_update_time: 0.1153496578, other_time: 3.6080245972
epoch time: 6.9405097961s, input_fired_time: 0.0951703042, output_fired_time: 0.0000000000, propagate_forward_time: 6.3642487526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4810905457
validation[          , genome  3184] predictions:    9567/  10000 (95.67%), best:    9582/10000 (95.82%), error:      1435.45154, best error:      1367.02075 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 72.5814208984s, input_fired_time: 0.7001380324, output_fired_time: 0.5950288773, propagate_forward_time: 25.9617977142, propagate_backward_time: 41.6813354492, weight_update_time: 0.1159790456, other_time: 3.6431198120
epoch time: 6.9357280731s, input_fired_time: 0.0931676105, output_fired_time: 0.0000000000, propagate_forward_time: 6.3724150658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701452255
validation[          , genome  3184] predictions:    9588/  10000 (95.88%), best:    9582/10000 (95.82%), error:      1417.83997, best error:      1367.02075 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 78.1988525391s, input_fired_time: 0.7618239522, output_fired_time: 0.6314541101, propagate_forward_time: 28.6220340729, propagate_backward_time: 45.4243507385, weight_update_time: 0.1237868965, other_time: 2.7591896057
epoch time: 5.4716744423s, input_fired_time: 0.0877015889, output_fired_time: 0.0000000000, propagate_forward_time: 4.9412870407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4426856041
validation[          , genome  3184] predictions:    9550/  10000 (95.50%), best:    9582/10000 (95.82%), error:      1492.20618, best error:      1367.02075 on epoch:    74, 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: 29.8833446503s, input_fired_time: 0.4511829317, output_fired_time: 0.0000000000, propagate_forward_time: 27.0045185089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4276428223
best training[          , genome  3184] predictions:   48739/  50000 (97.48%), best:    9582/10000 (95.82%), error:      4717.29150, best error:      1367.02075 on epoch:    74, 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: 7.0115208626s, input_fired_time: 0.0928524137, output_fired_time: 0.0000000000, propagate_forward_time: 6.4322762489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4863920212
   testing[          , genome  3184] predictions:    9638/  10000 (96.38%), best:    9582/10000 (95.82%), error:      1252.95898, best error:      1367.02075 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:34:35 (10484): called boinc_finish(0)

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