Nameexact_genome_1512568488_41_3840_0
Workunit2590512
Created7 Dec 2017, 6:58:18 UTC
Sent7 Dec 2017, 7:02:25 UTC
Report deadline11 Dec 2017, 8:30:39 UTC
Received7 Dec 2017, 10:02:53 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time2 hours 6 min 21 sec
CPU time2 hours 5 min 55 sec
Validate stateValid
Credit1,015.32
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.13 MB
Peak swap size156.77 MB
Peak disk usage1.54 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1117619649, output_fired_time: 0.0000000000, propagate_forward_time: 5.1543312073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975018501
validation[          , genome  3840] predictions:    9420/  10000 (94.20%), best:    9505/10000 (95.05%), error:      1873.40552, best error:      1708.45300 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 68.7181701660s, input_fired_time: 0.8934900761, output_fired_time: 0.8259443641, propagate_forward_time: 25.4525814056, propagate_backward_time: 38.6686859131, weight_update_time: 0.1223506629, other_time: 2.8774642944
epoch time: 5.6249790192s, input_fired_time: 0.1120169014, output_fired_time: 0.0000000000, propagate_forward_time: 5.0117511749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5012111664
validation[          , genome  3840] predictions:    9478/  10000 (94.78%), best:    9505/10000 (95.05%), error:      1750.41467, best error:      1708.45300 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 68.7994995117s, input_fired_time: 0.8930370212, output_fired_time: 0.8272973299, propagate_forward_time: 25.5276260376, propagate_backward_time: 38.7055702209, weight_update_time: 0.1213753000, other_time: 2.8459663391
epoch time: 5.7754287720s, input_fired_time: 0.1136737317, output_fired_time: 0.0000000000, propagate_forward_time: 5.1717972755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4899578094
validation[          , genome  3840] predictions:    9471/  10000 (94.71%), best:    9505/10000 (95.05%), error:      1740.57690, best error:      1708.45300 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 69.2773971558s, input_fired_time: 0.8980236053, output_fired_time: 0.8335964084, propagate_forward_time: 25.7100734711, propagate_backward_time: 38.9458045959, weight_update_time: 0.1234683841, other_time: 2.8898963928
epoch time: 5.7827491760s, input_fired_time: 0.1152614355, output_fired_time: 0.0000000000, propagate_forward_time: 5.1500964165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5173912048
validation[          , genome  3840] predictions:    9465/  10000 (94.65%), best:    9505/10000 (95.05%), error:      1791.40027, best error:      1708.45300 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 68.9285202026s, input_fired_time: 0.8947506547, output_fired_time: 0.8276633024, propagate_forward_time: 25.5791759491, propagate_backward_time: 38.7973251343, weight_update_time: 0.1209641919, other_time: 2.8296051025
epoch time: 5.7333827019s, input_fired_time: 0.1127506122, output_fired_time: 0.0000000000, propagate_forward_time: 5.1197061539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009260178
validation[          , genome  3840] predictions:    9505/  10000 (95.05%), best:    9505/10000 (95.05%), error:      1703.34448, best error:      1703.34448 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 68.7669067383s, input_fired_time: 0.8927637339, output_fired_time: 0.8253900409, propagate_forward_time: 25.4515171051, propagate_backward_time: 38.7615051270, weight_update_time: 0.1210753024, other_time: 2.8357315063
epoch time: 5.7692790031s, input_fired_time: 0.1126569286, output_fired_time: 0.0000000000, propagate_forward_time: 5.1612472534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4953746796
validation[          , genome  3840] predictions:    9504/  10000 (95.04%), best:    9504/10000 (95.04%), error:      1702.66858, best error:      1702.66858 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 68.7194442749s, input_fired_time: 0.8977321386, output_fired_time: 0.8260188103, propagate_forward_time: 25.3985557556, propagate_backward_time: 38.7376441956, weight_update_time: 0.1216753423, other_time: 2.8594894409
epoch time: 5.5063424110s, input_fired_time: 0.1067192480, output_fired_time: 0.0000000000, propagate_forward_time: 4.9232707024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4763526917
validation[          , genome  3840] predictions:    9504/  10000 (95.04%), best:    9504/10000 (95.04%), error:      1665.73877, best error:      1665.73877 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 68.9748916626s, input_fired_time: 0.8963839412, output_fired_time: 0.8289304972, propagate_forward_time: 25.5453567505, propagate_backward_time: 38.8511428833, weight_update_time: 0.1220342666, other_time: 2.8530731201
epoch time: 5.7194228172s, input_fired_time: 0.1070520654, output_fired_time: 0.0000000000, propagate_forward_time: 5.1584887505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4538822174
validation[          , genome  3840] predictions:    9473/  10000 (94.73%), best:    9504/10000 (95.04%), error:      1756.77820, best error:      1665.73877 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 68.6834259033s, input_fired_time: 0.8798009753, output_fired_time: 0.8213695884, propagate_forward_time: 25.4915599823, propagate_backward_time: 38.7669105530, weight_update_time: 0.1158462614, other_time: 2.7237815857
epoch time: 5.7177095413s, input_fired_time: 0.1088927090, output_fired_time: 0.0000000000, propagate_forward_time: 5.1291713715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796452522
validation[          , genome  3840] predictions:    9473/  10000 (94.73%), best:    9504/10000 (95.04%), error:      1781.64648, best error:      1665.73877 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 69.3865203857s, input_fired_time: 0.8803313971, output_fired_time: 0.8238356113, propagate_forward_time: 25.7885589600, propagate_backward_time: 39.2083358765, weight_update_time: 0.1165860444, other_time: 2.6854553223
epoch time: 5.7450895309s, input_fired_time: 0.1067054346, output_fired_time: 0.0000000000, propagate_forward_time: 5.1778230667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4605607986
validation[          , genome  3840] predictions:    9439/  10000 (94.39%), best:    9504/10000 (95.04%), error:      1808.60022, best error:      1665.73877 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 69.6520462036s, input_fired_time: 0.9135957360, output_fired_time: 0.8348027468, propagate_forward_time: 25.8310432434, propagate_backward_time: 39.2890243530, weight_update_time: 0.1190159768, other_time: 2.7835807800
epoch time: 5.7208633423s, input_fired_time: 0.1098880321, output_fired_time: 0.0000000000, propagate_forward_time: 5.1362919807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4746832848
validation[          , genome  3840] predictions:    9504/  10000 (95.04%), best:    9504/10000 (95.04%), error:      1642.20581, best error:      1642.20581 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 69.2540740967s, input_fired_time: 0.8870434165, output_fired_time: 0.8259477615, propagate_forward_time: 25.7144508362, propagate_backward_time: 39.0997619629, weight_update_time: 0.1186617166, other_time: 2.7268638611
epoch time: 5.6824727058s, input_fired_time: 0.1086643562, output_fired_time: 0.0000000000, propagate_forward_time: 5.0923199654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4814882278
validation[          , genome  3840] predictions:    9474/  10000 (94.74%), best:    9504/10000 (95.04%), error:      1821.84424, best error:      1642.20581 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 69.9492111206s, input_fired_time: 0.8970524073, output_fired_time: 0.8283593655, propagate_forward_time: 26.1057605743, propagate_backward_time: 39.3557167053, weight_update_time: 0.1186448336, other_time: 2.7623252869
epoch time: 5.6977400780s, input_fired_time: 0.1085993424, output_fired_time: 0.0000000000, propagate_forward_time: 5.1238636971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652771950
validation[          , genome  3840] predictions:    9510/  10000 (95.10%), best:    9504/10000 (95.04%), error:      1713.07275, best error:      1642.20581 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 69.3418579102s, input_fired_time: 0.8945773244, output_fired_time: 0.8237584233, propagate_forward_time: 25.7855148315, propagate_backward_time: 39.1042861938, weight_update_time: 0.1173883826, other_time: 2.7337188721
epoch time: 5.7717881203s, input_fired_time: 0.1102551296, output_fired_time: 0.0000000000, propagate_forward_time: 5.1870727539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744601250
validation[          , genome  3840] predictions:    9538/  10000 (95.38%), best:    9538/10000 (95.38%), error:      1610.77063, best error:      1610.77063 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 68.4262313843s, input_fired_time: 0.8770880103, output_fired_time: 0.8130571246, propagate_forward_time: 25.3951950073, propagate_backward_time: 38.6640892029, weight_update_time: 0.1156240478, other_time: 2.6767997742
epoch time: 5.7360653877s, input_fired_time: 0.1117025614, output_fired_time: 0.0000000000, propagate_forward_time: 5.1392955780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850673676
validation[          , genome  3840] predictions:    9491/  10000 (94.91%), best:    9538/10000 (95.38%), error:      1684.26306, best error:      1610.77063 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 68.5973129272s, input_fired_time: 0.8836705685, output_fired_time: 0.8165439367, propagate_forward_time: 25.5310268402, propagate_backward_time: 38.6757736206, weight_update_time: 0.1159055829, other_time: 2.6902999878
epoch time: 5.6991906166s, input_fired_time: 0.1096350998, output_fired_time: 0.0000000000, propagate_forward_time: 5.1088390350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4807167053
validation[          , genome  3840] predictions:    9497/  10000 (94.97%), best:    9538/10000 (95.38%), error:      1640.34192, best error:      1610.77063 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 68.7313995361s, input_fired_time: 0.8789336681, output_fired_time: 0.8182532787, propagate_forward_time: 25.5010242462, propagate_backward_time: 38.8520393372, weight_update_time: 0.1164985225, other_time: 2.6811485291
epoch time: 5.6080727577s, input_fired_time: 0.1079546958, output_fired_time: 0.0000000000, propagate_forward_time: 5.0348033905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653148651
validation[          , genome  3840] predictions:    9546/  10000 (95.46%), best:    9546/10000 (95.46%), error:      1551.00513, best error:      1551.00513 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 68.4662246704s, input_fired_time: 0.8789812922, output_fired_time: 0.8168492317, propagate_forward_time: 25.3516044617, propagate_backward_time: 38.7297821045, weight_update_time: 0.1161088869, other_time: 2.6890068054
epoch time: 5.6807541847s, input_fired_time: 0.1085998416, output_fired_time: 0.0000000000, propagate_forward_time: 5.0955724716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4765820503
validation[          , genome  3840] predictions:    9522/  10000 (95.22%), best:    9522/10000 (95.22%), error:      1530.45581, best error:      1530.45581 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 69.1018218994s, input_fired_time: 0.8873621821, output_fired_time: 0.8219960928, propagate_forward_time: 25.7068519592, propagate_backward_time: 38.9572868347, weight_update_time: 0.1172388867, other_time: 2.7283248901
epoch time: 5.7543697357s, input_fired_time: 0.1104609370, output_fired_time: 0.0000000000, propagate_forward_time: 5.1624889374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4814200401
validation[          , genome  3840] predictions:    9516/  10000 (95.16%), best:    9522/10000 (95.22%), error:      1589.98242, best error:      1530.45581 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 68.2594070435s, input_fired_time: 0.8819582462, output_fired_time: 0.8172860146, propagate_forward_time: 25.3448219299, propagate_backward_time: 38.5373764038, weight_update_time: 0.1166715547, other_time: 2.6779670715
epoch time: 5.6689162254s, input_fired_time: 0.1100953966, output_fired_time: 0.0000000000, propagate_forward_time: 5.0897059441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691147804
validation[          , genome  3840] predictions:    9510/  10000 (95.10%), best:    9522/10000 (95.22%), error:      1634.17554, best error:      1530.45581 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 68.9130020142s, input_fired_time: 0.8881954551, output_fired_time: 0.8208638430, propagate_forward_time: 25.6429538727, propagate_backward_time: 38.8414039612, weight_update_time: 0.1176422983, other_time: 2.7195854187
epoch time: 5.7956399918s, input_fired_time: 0.1116697937, output_fired_time: 0.0000000000, propagate_forward_time: 5.2112560272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727139473
validation[          , genome  3840] predictions:    9553/  10000 (95.53%), best:    9522/10000 (95.22%), error:      1537.54895, best error:      1530.45581 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 68.3480224609s, input_fired_time: 0.8764119744, output_fired_time: 0.8130649328, propagate_forward_time: 25.4615383148, propagate_backward_time: 38.5634040833, weight_update_time: 0.1151621863, other_time: 2.6336021423
epoch time: 5.6026043892s, input_fired_time: 0.1104108021, output_fired_time: 0.0000000000, propagate_forward_time: 5.0223617554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698319435
validation[          , genome  3840] predictions:    9523/  10000 (95.23%), best:    9522/10000 (95.22%), error:      1589.97192, best error:      1530.45581 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 68.4075546265s, input_fired_time: 0.8813605309, output_fired_time: 0.8164729476, propagate_forward_time: 25.4583511353, propagate_backward_time: 38.5641899109, weight_update_time: 0.1160592511, other_time: 2.6871757507
epoch time: 5.6992020607s, input_fired_time: 0.1107261628, output_fired_time: 0.0000000000, propagate_forward_time: 5.1182470322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4702286720
validation[          , genome  3840] predictions:    9466/  10000 (94.66%), best:    9522/10000 (95.22%), error:      1790.23242, best error:      1530.45581 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 68.4732131958s, input_fired_time: 0.8810004592, output_fired_time: 0.8162223697, propagate_forward_time: 25.4531726837, propagate_backward_time: 38.6334838867, weight_update_time: 0.1166925728, other_time: 2.6893386841
epoch time: 5.6698112488s, input_fired_time: 0.1106467992, output_fired_time: 0.0000000000, propagate_forward_time: 5.0886359215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4705286026
validation[          , genome  3840] predictions:    9510/  10000 (95.10%), best:    9522/10000 (95.22%), error:      1640.16919, best error:      1530.45581 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 68.9594345093s, input_fired_time: 0.8879156709, output_fired_time: 0.8207691908, propagate_forward_time: 25.6321449280, propagate_backward_time: 38.9243011475, weight_update_time: 0.1171032116, other_time: 2.6943016052
epoch time: 5.7344050407s, input_fired_time: 0.1117286757, output_fired_time: 0.0000000000, propagate_forward_time: 5.1388640404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838123322
validation[          , genome  3840] predictions:    9506/  10000 (95.06%), best:    9522/10000 (95.22%), error:      1603.83252, best error:      1530.45581 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 68.5450973511s, input_fired_time: 0.8815972805, output_fired_time: 0.8129050136, propagate_forward_time: 25.5428581238, propagate_backward_time: 38.6552047729, weight_update_time: 0.1157105193, other_time: 2.6525306702
epoch time: 5.7511310577s, input_fired_time: 0.1116093546, output_fired_time: 0.0000000000, propagate_forward_time: 5.1567769051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4827446938
validation[          , genome  3840] predictions:    9510/  10000 (95.10%), best:    9522/10000 (95.22%), error:      1620.04346, best error:      1530.45581 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 68.6973648071s, input_fired_time: 0.8916552663, output_fired_time: 0.8225919008, propagate_forward_time: 25.5053367615, propagate_backward_time: 38.7580566406, weight_update_time: 0.1176161692, other_time: 2.7197227478
epoch time: 5.5874681473s, input_fired_time: 0.1067847908, output_fired_time: 0.0000000000, propagate_forward_time: 5.0235795975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4571037292
validation[          , genome  3840] predictions:    9549/  10000 (95.49%), best:    9522/10000 (95.22%), error:      1531.92078, best error:      1530.45581 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 68.7847061157s, input_fired_time: 0.8843771815, output_fired_time: 0.8157197833, propagate_forward_time: 25.5775871277, propagate_backward_time: 38.8173217773, weight_update_time: 0.1162742600, other_time: 2.6897010803
epoch time: 5.6533851624s, input_fired_time: 0.1123814583, output_fired_time: 0.0000000000, propagate_forward_time: 5.0668826103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4741210938
validation[          , genome  3840] predictions:    9551/  10000 (95.51%), best:    9551/10000 (95.51%), error:      1513.87427, best error:      1513.87427 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 68.8124160767s, input_fired_time: 0.8882112503, output_fired_time: 0.8188925982, propagate_forward_time: 25.6174468994, propagate_backward_time: 38.8105697632, weight_update_time: 0.1162338182, other_time: 2.6772918701
epoch time: 5.5958476067s, input_fired_time: 0.1102587208, output_fired_time: 0.0000000000, propagate_forward_time: 5.0162982941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692907333
validation[          , genome  3840] predictions:    9513/  10000 (95.13%), best:    9551/10000 (95.51%), error:      1605.76074, best error:      1513.87427 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 68.7634353638s, input_fired_time: 0.8885860443, output_fired_time: 0.8200770617, propagate_forward_time: 25.5470809937, propagate_backward_time: 38.8080558777, weight_update_time: 0.1166577339, other_time: 2.6996345520
epoch time: 5.6758537292s, input_fired_time: 0.1091881171, output_fired_time: 0.0000000000, propagate_forward_time: 5.0973258018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4693398476
validation[          , genome  3840] predictions:    9562/  10000 (95.62%), best:    9551/10000 (95.51%), error:      1521.05176, best error:      1513.87427 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 68.8397140503s, input_fired_time: 0.8901784420, output_fired_time: 0.8199670315, propagate_forward_time: 25.5746307373, propagate_backward_time: 38.8551788330, weight_update_time: 0.1166444495, other_time: 2.6997604370
epoch time: 5.6650075912s, input_fired_time: 0.1100820750, output_fired_time: 0.0000000000, propagate_forward_time: 5.0875892639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4673361778
validation[          , genome  3840] predictions:    9507/  10000 (95.07%), best:    9551/10000 (95.51%), error:      1643.43750, best error:      1513.87427 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 68.4540328979s, input_fired_time: 0.8837859631, output_fired_time: 0.8162105680, propagate_forward_time: 25.4522800446, propagate_backward_time: 38.6626625061, weight_update_time: 0.1147167832, other_time: 2.6390953064
epoch time: 5.7916212082s, input_fired_time: 0.1139620095, output_fired_time: 0.0000000000, propagate_forward_time: 5.1882119179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4894471169
validation[          , genome  3840] predictions:    9448/  10000 (94.48%), best:    9551/10000 (95.51%), error:      1780.51025, best error:      1513.87427 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 68.6092071533s, input_fired_time: 0.8838397861, output_fired_time: 0.8166536093, propagate_forward_time: 25.4834899902, propagate_backward_time: 38.7402267456, weight_update_time: 0.1164555028, other_time: 2.6849975586
epoch time: 5.7353053093s, input_fired_time: 0.1109785959, output_fired_time: 0.0000000000, propagate_forward_time: 5.1454076767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4789190292
validation[          , genome  3840] predictions:    9503/  10000 (95.03%), best:    9551/10000 (95.51%), error:      1656.43945, best error:      1513.87427 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 68.8608627319s, input_fired_time: 0.8917807937, output_fired_time: 0.8225430846, propagate_forward_time: 25.5472660065, propagate_backward_time: 38.8906669617, weight_update_time: 0.1173474118, other_time: 2.7086143494
epoch time: 5.7250390053s, input_fired_time: 0.1137623116, output_fired_time: 0.0000000000, propagate_forward_time: 5.1344170570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4768595695
validation[          , genome  3840] predictions:    9510/  10000 (95.10%), best:    9551/10000 (95.51%), error:      1616.41907, best error:      1513.87427 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 68.7457504272s, input_fired_time: 0.8944666386, output_fired_time: 0.8196235895, propagate_forward_time: 25.5210189819, propagate_backward_time: 38.7443504333, weight_update_time: 0.1189525351, other_time: 2.7662849426
epoch time: 5.7327475548s, input_fired_time: 0.1129257232, output_fired_time: 0.0000000000, propagate_forward_time: 5.1253333092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4944887161
validation[          , genome  3840] predictions:    9503/  10000 (95.03%), best:    9551/10000 (95.51%), error:      1623.68860, best error:      1513.87427 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 68.7990341187s, input_fired_time: 0.8912704587, output_fired_time: 0.8154274821, propagate_forward_time: 25.5548610687, propagate_backward_time: 38.8365898132, weight_update_time: 0.1170356125, other_time: 2.7008781433
epoch time: 5.6670494080s, input_fired_time: 0.1107558459, output_fired_time: 0.0000000000, propagate_forward_time: 5.0919361115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4643573761
validation[          , genome  3840] predictions:    9376/  10000 (93.76%), best:    9551/10000 (95.51%), error:      2184.98901, best error:      1513.87427 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 68.8580627441s, input_fired_time: 0.8911562562, output_fired_time: 0.8187121153, propagate_forward_time: 25.6268157959, propagate_backward_time: 38.8359832764, weight_update_time: 0.1161805838, other_time: 2.6853942871
epoch time: 5.7227559090s, input_fired_time: 0.1112970710, output_fired_time: 0.0000000000, propagate_forward_time: 5.1385574341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4729013443
validation[          , genome  3840] predictions:    9569/  10000 (95.69%), best:    9569/10000 (95.69%), error:      1505.47498, best error:      1505.47498 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 68.6070327759s, input_fired_time: 0.8901973367, output_fired_time: 0.8172372580, propagate_forward_time: 25.4734344482, propagate_backward_time: 38.7391090393, weight_update_time: 0.1160433292, other_time: 2.6870536804
epoch time: 5.6235489845s, input_fired_time: 0.1106294170, output_fired_time: 0.0000000000, propagate_forward_time: 5.0493907928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4635286331
validation[          , genome  3840] predictions:    9562/  10000 (95.62%), best:    9569/10000 (95.69%), error:      1505.82385, best error:      1505.47498 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 68.6665573120s, input_fired_time: 0.8928027749, output_fired_time: 0.8169144392, propagate_forward_time: 25.5236148834, propagate_backward_time: 38.7197036743, weight_update_time: 0.1174717918, other_time: 2.7135238647
epoch time: 5.6438651085s, input_fired_time: 0.1113753617, output_fired_time: 0.0000000000, propagate_forward_time: 5.0576829910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4748067856
validation[          , genome  3840] predictions:    9436/  10000 (94.36%), best:    9569/10000 (95.69%), error:      1886.43225, best error:      1505.47498 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 68.4723052979s, input_fired_time: 0.8870586157, output_fired_time: 0.8155959249, propagate_forward_time: 25.4420528412, propagate_backward_time: 38.6589050293, weight_update_time: 0.1160008162, other_time: 2.6686859131
epoch time: 5.6947798729s, input_fired_time: 0.1113942936, output_fired_time: 0.0000000000, propagate_forward_time: 5.1117444038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716410637
validation[          , genome  3840] predictions:    9573/  10000 (95.73%), best:    9573/10000 (95.73%), error:      1498.51172, best error:      1498.51172 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 68.6453933716s, input_fired_time: 0.8897777796, output_fired_time: 0.8193842769, propagate_forward_time: 25.5340595245, propagate_backward_time: 38.7232666016, weight_update_time: 0.1169244647, other_time: 2.6789093018
epoch time: 5.6853432655s, input_fired_time: 0.1114537120, output_fired_time: 0.0000000000, propagate_forward_time: 5.1025857925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713039398
validation[          , genome  3840] predictions:    9534/  10000 (95.34%), best:    9573/10000 (95.73%), error:      1580.43201, best error:      1498.51172 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 68.3269958496s, input_fired_time: 0.8883069754, output_fired_time: 0.8115220070, propagate_forward_time: 25.4063892365, propagate_backward_time: 38.5481605530, weight_update_time: 0.1162368804, other_time: 2.6726188660
epoch time: 5.7293720245s, input_fired_time: 0.1123220697, output_fired_time: 0.0000000000, propagate_forward_time: 5.1421604156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4748897552
validation[          , genome  3840] predictions:    9572/  10000 (95.72%), best:    9572/10000 (95.72%), error:      1496.35718, best error:      1496.35718 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 69.0511169434s, input_fired_time: 0.8955780864, output_fired_time: 0.8202322721, propagate_forward_time: 25.7186241150, propagate_backward_time: 38.9222602844, weight_update_time: 0.1170975417, other_time: 2.6944274902
epoch time: 5.7324028015s, input_fired_time: 0.1132497787, output_fired_time: 0.0000000000, propagate_forward_time: 5.1417469978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4774060249
validation[          , genome  3840] predictions:    9552/  10000 (95.52%), best:    9572/10000 (95.72%), error:      1520.62000, best error:      1496.35718 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 68.5069427490s, input_fired_time: 0.8935813904, output_fired_time: 0.8191094995, propagate_forward_time: 25.4474658966, propagate_backward_time: 38.6647148132, weight_update_time: 0.1158400923, other_time: 2.6820716858
epoch time: 5.7323966026s, input_fired_time: 0.1128115505, output_fired_time: 0.0000000000, propagate_forward_time: 5.1419167519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4776682854
validation[          , genome  3840] predictions:    9536/  10000 (95.36%), best:    9572/10000 (95.72%), error:      1593.02173, best error:      1496.35718 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 67.9845809937s, input_fired_time: 0.8856629133, output_fired_time: 0.8098339438, propagate_forward_time: 25.1957550049, propagate_backward_time: 38.4206237793, weight_update_time: 0.1154617369, other_time: 2.6726989746
epoch time: 5.7266178131s, input_fired_time: 0.1107845381, output_fired_time: 0.0000000000, propagate_forward_time: 5.1472902298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685430527
validation[          , genome  3840] predictions:    9529/  10000 (95.29%), best:    9572/10000 (95.72%), error:      1565.85461, best error:      1496.35718 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 67.9051971436s, input_fired_time: 0.8824953437, output_fired_time: 0.8103408813, propagate_forward_time: 25.1945247650, propagate_backward_time: 38.3872184753, weight_update_time: 0.1148549840, other_time: 2.6306190491
epoch time: 5.7505702972s, input_fired_time: 0.1130552739, output_fired_time: 0.0000000000, propagate_forward_time: 5.1622200012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4752950668
validation[          , genome  3840] predictions:    9560/  10000 (95.60%), best:    9560/10000 (95.60%), error:      1485.37866, best error:      1485.37866 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 68.4255523682s, input_fired_time: 0.8960819840, output_fired_time: 0.8146879673, propagate_forward_time: 25.4560413361, propagate_backward_time: 38.5576286316, weight_update_time: 0.1166449562, other_time: 2.7011146545
epoch time: 5.6998963356s, input_fired_time: 0.1106478423, output_fired_time: 0.0000000000, propagate_forward_time: 5.1273679733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618806839
validation[          , genome  3840] predictions:    9536/  10000 (95.36%), best:    9560/10000 (95.60%), error:      1591.74609, best error:      1485.37866 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 68.7981719971s, input_fired_time: 0.8942484856, output_fired_time: 0.8204203248, propagate_forward_time: 25.5353202820, propagate_backward_time: 38.8420486450, weight_update_time: 0.1171641275, other_time: 2.7061347961
epoch time: 5.7505664825s, input_fired_time: 0.1145354658, output_fired_time: 0.0000000000, propagate_forward_time: 5.1563677788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796633720
validation[          , genome  3840] predictions:    9526/  10000 (95.26%), best:    9560/10000 (95.60%), error:      1637.29956, best error:      1485.37866 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 68.6870422363s, input_fired_time: 0.8942734003, output_fired_time: 0.8186496496, propagate_forward_time: 25.5549297333, propagate_backward_time: 38.6974143982, weight_update_time: 0.1171533465, other_time: 2.7217750549
epoch time: 5.6949181557s, input_fired_time: 0.1139225811, output_fired_time: 0.0000000000, propagate_forward_time: 5.1033878326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4776077271
validation[          , genome  3840] predictions:    9549/  10000 (95.49%), best:    9560/10000 (95.60%), error:      1592.07104, best error:      1485.37866 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 68.8094406128s, input_fired_time: 0.9065140486, output_fired_time: 0.8221813440, propagate_forward_time: 25.5869293213, propagate_backward_time: 38.7768821716, weight_update_time: 0.1171774417, other_time: 2.7169303894
epoch time: 5.7319450378s, input_fired_time: 0.1115847901, output_fired_time: 0.0000000000, propagate_forward_time: 5.1506214142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697389603
validation[          , genome  3840] predictions:    9529/  10000 (95.29%), best:    9560/10000 (95.60%), error:      1548.30884, best error:      1485.37866 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 68.8896026611s, input_fired_time: 0.9024096131, output_fired_time: 0.8223865032, propagate_forward_time: 25.5782909393, propagate_backward_time: 38.8623924255, weight_update_time: 0.1172439903, other_time: 2.7241172791
epoch time: 5.7542357445s, input_fired_time: 0.1143700480, output_fired_time: 0.0000000000, propagate_forward_time: 5.1669402122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4729256630
validation[          , genome  3840] predictions:    9534/  10000 (95.34%), best:    9560/10000 (95.60%), error:      1598.31958, best error:      1485.37866 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 68.7383422852s, input_fired_time: 0.9024103284, output_fired_time: 0.8196694851, propagate_forward_time: 25.5925674438, propagate_backward_time: 38.7052917480, weight_update_time: 0.1170079336, other_time: 2.7183990479
epoch time: 5.6096220016s, input_fired_time: 0.1114875153, output_fired_time: 0.0000000000, propagate_forward_time: 5.0278334618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703011513
validation[          , genome  3840] predictions:    9548/  10000 (95.48%), best:    9560/10000 (95.60%), error:      1518.80566, best error:      1485.37866 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 68.8408584595s, input_fired_time: 0.9022155404, output_fired_time: 0.8223673701, propagate_forward_time: 25.5806064606, propagate_backward_time: 38.7956123352, weight_update_time: 0.1182352379, other_time: 2.7400627136
epoch time: 5.7613725662s, input_fired_time: 0.1146716475, output_fired_time: 0.0000000000, propagate_forward_time: 5.1662106514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4804902077
validation[          , genome  3840] predictions:    9540/  10000 (95.40%), best:    9560/10000 (95.60%), error:      1592.41040, best error:      1485.37866 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 68.6944503784s, input_fired_time: 0.9006755948, output_fired_time: 0.8195439577, propagate_forward_time: 25.4991168976, propagate_backward_time: 38.7576866150, weight_update_time: 0.1168333590, other_time: 2.7174339294
epoch time: 5.6349854469s, input_fired_time: 0.1123235971, output_fired_time: 0.0000000000, propagate_forward_time: 5.0569429398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4657187462
validation[          , genome  3840] predictions:    9519/  10000 (95.19%), best:    9560/10000 (95.60%), error:      1621.79041, best error:      1485.37866 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 68.7190933228s, input_fired_time: 0.9016097188, output_fired_time: 0.8259788156, propagate_forward_time: 25.5533065796, propagate_backward_time: 38.6846427917, weight_update_time: 0.1186053976, other_time: 2.7535514832
epoch time: 5.7880268097s, input_fired_time: 0.1154806092, output_fired_time: 0.0000000000, propagate_forward_time: 5.1876044273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4849419594
validation[          , genome  3840] predictions:    9553/  10000 (95.53%), best:    9560/10000 (95.60%), error:      1499.27576, best error:      1485.37866 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 68.2557983398s, input_fired_time: 0.8959210515, output_fired_time: 0.8152006269, propagate_forward_time: 25.3375511169, propagate_backward_time: 38.5349807739, weight_update_time: 0.1153485477, other_time: 2.6721458435
epoch time: 5.6663737297s, input_fired_time: 0.1128350869, output_fired_time: 0.0000000000, propagate_forward_time: 5.0787439346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4747948647
validation[          , genome  3840] predictions:    9543/  10000 (95.43%), best:    9560/10000 (95.60%), error:      1545.29822, best error:      1485.37866 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 68.8181915283s, input_fired_time: 0.9070690870, output_fired_time: 0.8247029185, propagate_forward_time: 25.5298786163, propagate_backward_time: 38.8245697021, weight_update_time: 0.1179874167, other_time: 2.7319793701
epoch time: 5.7244977951s, input_fired_time: 0.1156766787, output_fired_time: 0.0000000000, propagate_forward_time: 5.1253728867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834480286
validation[          , genome  3840] predictions:    9546/  10000 (95.46%), best:    9560/10000 (95.60%), error:      1565.44519, best error:      1485.37866 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 68.5705642700s, input_fired_time: 0.9022801518, output_fired_time: 0.8162073493, propagate_forward_time: 25.4582653046, propagate_backward_time: 38.6878547668, weight_update_time: 0.1168625653, other_time: 2.7059516907
epoch time: 5.4935145378s, input_fired_time: 0.1092121825, output_fired_time: 0.0000000000, propagate_forward_time: 4.9276599884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4566421509
validation[          , genome  3840] predictions:    9530/  10000 (95.30%), best:    9560/10000 (95.60%), error:      1558.81091, best error:      1485.37866 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 68.8045806885s, input_fired_time: 0.9072860479, output_fired_time: 0.8241699934, propagate_forward_time: 25.6114082336, propagate_backward_time: 38.7324943542, weight_update_time: 0.1177523956, other_time: 2.7292175293
epoch time: 5.6762919426s, input_fired_time: 0.1129738390, output_fired_time: 0.0000000000, propagate_forward_time: 5.0927762985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4705419540
validation[          , genome  3840] predictions:    9557/  10000 (95.57%), best:    9560/10000 (95.60%), error:      1546.58923, best error:      1485.37866 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 68.3045501709s, input_fired_time: 0.9050391316, output_fired_time: 0.8159852028, propagate_forward_time: 25.3516483307, propagate_backward_time: 38.5059738159, weight_update_time: 0.1170345545, other_time: 2.7259063721
epoch time: 5.6850900650s, input_fired_time: 0.1131023616, output_fired_time: 0.0000000000, propagate_forward_time: 5.0966567993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4753308296
validation[          , genome  3840] predictions:    9540/  10000 (95.40%), best:    9560/10000 (95.60%), error:      1501.42163, best error:      1485.37866 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 68.3418426514s, input_fired_time: 0.8975599408, output_fired_time: 0.8137285113, propagate_forward_time: 25.3994350433, propagate_backward_time: 38.5503845215, weight_update_time: 0.1161764860, other_time: 2.6807327271
epoch time: 5.6687283516s, input_fired_time: 0.1154979914, output_fired_time: 0.0000000000, propagate_forward_time: 5.0751638412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4780664444
validation[          , genome  3840] predictions:    9534/  10000 (95.34%), best:    9560/10000 (95.60%), error:      1549.96204, best error:      1485.37866 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 68.5543975830s, input_fired_time: 0.9038951993, output_fired_time: 0.8171938658, propagate_forward_time: 25.3671684265, propagate_backward_time: 38.7506294250, weight_update_time: 0.1182506010, other_time: 2.7155151367
epoch time: 5.6512761116s, input_fired_time: 0.1161810234, output_fired_time: 0.0000000000, propagate_forward_time: 5.0323214531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027737617
validation[          , genome  3840] predictions:    9515/  10000 (95.15%), best:    9560/10000 (95.60%), error:      1636.63440, best error:      1485.37866 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 67.8893203735s, input_fired_time: 0.9061821699, output_fired_time: 0.8150134087, propagate_forward_time: 24.9987716675, propagate_backward_time: 38.3615493774, weight_update_time: 0.1171784922, other_time: 2.8078079224
epoch time: 5.6646070480s, input_fired_time: 0.1161697358, output_fired_time: 0.0000000000, propagate_forward_time: 5.0717906952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4766464233
validation[          , genome  3840] predictions:    9528/  10000 (95.28%), best:    9560/10000 (95.60%), error:      1628.16028, best error:      1485.37866 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 67.6823272705s, input_fired_time: 0.8963198066, output_fired_time: 0.8119397163, propagate_forward_time: 25.0333175659, propagate_backward_time: 38.2483482361, weight_update_time: 0.1157218143, other_time: 2.6924018860
epoch time: 5.7493581772s, input_fired_time: 0.1149491444, output_fired_time: 0.0000000000, propagate_forward_time: 5.1542868614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4801220894
validation[          , genome  3840] predictions:    9517/  10000 (95.17%), best:    9560/10000 (95.60%), error:      1568.01001, best error:      1485.37866 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 68.6616897583s, input_fired_time: 0.9050170183, output_fired_time: 0.8215861917, propagate_forward_time: 25.5316715240, propagate_backward_time: 38.6789703369, weight_update_time: 0.1175649911, other_time: 2.7244491577
epoch time: 5.6954493523s, input_fired_time: 0.1138785407, output_fired_time: 0.0000000000, propagate_forward_time: 5.1118488312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697217941
validation[          , genome  3840] predictions:    9507/  10000 (95.07%), best:    9560/10000 (95.60%), error:      1660.68457, best error:      1485.37866 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 68.7725982666s, input_fired_time: 0.9064372778, output_fired_time: 0.8207169771, propagate_forward_time: 25.5991306305, propagate_backward_time: 38.7567863464, weight_update_time: 0.1168840602, other_time: 2.6895256042
epoch time: 5.7208743095s, input_fired_time: 0.1149450466, output_fired_time: 0.0000000000, propagate_forward_time: 5.1313700676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4745593071
validation[          , genome  3840] predictions:    9479/  10000 (94.79%), best:    9560/10000 (95.60%), error:      1723.03235, best error:      1485.37866 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 68.8137512207s, input_fired_time: 0.9001900554, output_fired_time: 0.8214589357, propagate_forward_time: 25.5481300354, propagate_backward_time: 38.8289909363, weight_update_time: 0.1171979532, other_time: 2.7149810791
epoch time: 5.7254657745s, input_fired_time: 0.1134771556, output_fired_time: 0.0000000000, propagate_forward_time: 5.1334557533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4785327911
validation[          , genome  3840] predictions:    9535/  10000 (95.35%), best:    9560/10000 (95.60%), error:      1544.48853, best error:      1485.37866 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 68.7953414917s, input_fired_time: 0.8999522924, output_fired_time: 0.8202878237, propagate_forward_time: 25.5982170105, propagate_backward_time: 38.7829246521, weight_update_time: 0.1164401472, other_time: 2.6939544678
epoch time: 5.7170171738s, input_fired_time: 0.1111101806, output_fired_time: 0.0000000000, propagate_forward_time: 5.1394019127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665050507
validation[          , genome  3840] predictions:    9525/  10000 (95.25%), best:    9560/10000 (95.60%), error:      1648.50024, best error:      1485.37866 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 68.5168075562s, input_fired_time: 0.9001810551, output_fired_time: 0.8160162568, propagate_forward_time: 25.4644527435, propagate_backward_time: 38.6192932129, weight_update_time: 0.1173141301, other_time: 2.7168579102
epoch time: 5.7736473083s, input_fired_time: 0.1150576919, output_fired_time: 0.0000000000, propagate_forward_time: 5.1755957603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829940796
validation[          , genome  3840] predictions:    9545/  10000 (95.45%), best:    9560/10000 (95.60%), error:      1528.40234, best error:      1485.37866 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 69.0279693604s, input_fired_time: 0.9058573246, output_fired_time: 0.8211018443, propagate_forward_time: 25.6964683533, propagate_backward_time: 38.8850440979, weight_update_time: 0.1172603592, other_time: 2.7194976807
epoch time: 5.7051897049s, input_fired_time: 0.1150515601, output_fired_time: 0.0000000000, propagate_forward_time: 5.1157221794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744157791
validation[          , genome  3840] predictions:    9556/  10000 (95.56%), best:    9560/10000 (95.60%), error:      1551.67419, best error:      1485.37866 on epoch:    59, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 68.8798217773s, input_fired_time: 0.9012996554, output_fired_time: 0.8200307488, propagate_forward_time: 25.6448040009, propagate_backward_time: 38.8551902771, weight_update_time: 0.1160377115, other_time: 2.6584968567
epoch time: 5.6970577240s, input_fired_time: 0.1152445674, output_fired_time: 0.0000000000, propagate_forward_time: 5.1117286682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700846672
validation[          , genome  3840] predictions:    9507/  10000 (95.07%), best:    9560/10000 (95.60%), error:      1622.34314, best error:      1485.37866 on epoch:    59, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 68.3511734009s, input_fired_time: 0.9043866992, output_fired_time: 0.8114222288, propagate_forward_time: 25.4049434662, propagate_backward_time: 38.5496635437, weight_update_time: 0.1156941727, other_time: 2.6807518005
epoch time: 5.6340246201s, input_fired_time: 0.1123144031, output_fired_time: 0.0000000000, propagate_forward_time: 5.0567922592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649181366
validation[          , genome  3840] predictions:    9558/  10000 (95.58%), best:    9560/10000 (95.60%), error:      1544.28589, best error:      1485.37866 on epoch:    59, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 69.0704040527s, input_fired_time: 0.9148359299, output_fired_time: 0.8260434866, propagate_forward_time: 25.6604213715, propagate_backward_time: 38.9517936707, weight_update_time: 0.1173049286, other_time: 2.7173118591
epoch time: 5.6707386971s, input_fired_time: 0.1164580137, output_fired_time: 0.0000000000, propagate_forward_time: 5.0784611702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4758195877
validation[          , genome  3840] predictions:    9528/  10000 (95.28%), best:    9560/10000 (95.60%), error:      1612.48718, best error:      1485.37866 on epoch:    59, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 68.4869308472s, input_fired_time: 0.9121049047, output_fired_time: 0.8198841810, propagate_forward_time: 25.4122867584, propagate_backward_time: 38.6276016235, weight_update_time: 0.1175322309, other_time: 2.7150573730
epoch time: 5.5565786362s, input_fired_time: 0.1131387129, output_fired_time: 0.0000000000, propagate_forward_time: 4.9748039246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686360359
validation[          , genome  3840] predictions:    9527/  10000 (95.27%), best:    9560/10000 (95.60%), error:      1620.69067, best error:      1485.37866 on epoch:    59, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 69.0183334351s, input_fired_time: 0.9079439044, output_fired_time: 0.8227283359, propagate_forward_time: 25.6729316711, propagate_backward_time: 38.9057617188, weight_update_time: 0.1171272695, other_time: 2.7089653015
epoch time: 5.7183051109s, input_fired_time: 0.1151738912, output_fired_time: 0.0000000000, propagate_forward_time: 5.1338644028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692668915
validation[          , genome  3840] predictions:    9527/  10000 (95.27%), best:    9560/10000 (95.60%), error:      1637.54626, best error:      1485.37866 on epoch:    59, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 68.2927703857s, input_fired_time: 0.8989982009, output_fired_time: 0.8113958836, propagate_forward_time: 25.3271369934, propagate_backward_time: 38.5692329407, weight_update_time: 0.1160730720, other_time: 2.6860122681
epoch time: 5.7491059303s, input_fired_time: 0.1158891618, output_fired_time: 0.0000000000, propagate_forward_time: 5.1556854248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4775314331
validation[          , genome  3840] predictions:    9544/  10000 (95.44%), best:    9560/10000 (95.60%), error:      1537.03699, best error:      1485.37866 on epoch:    59, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 68.8675537109s, input_fired_time: 0.9068627357, output_fired_time: 0.8236108422, propagate_forward_time: 25.5941047668, propagate_backward_time: 38.8233680725, weight_update_time: 0.1174063012, other_time: 2.7196121216
epoch time: 5.7202386856s, input_fired_time: 0.1145267412, output_fired_time: 0.0000000000, propagate_forward_time: 5.1253437996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4803681374
validation[          , genome  3840] predictions:    9517/  10000 (95.17%), best:    9560/10000 (95.60%), error:      1603.13171, best error:      1485.37866 on epoch:    59, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 68.8031234741s, input_fired_time: 0.9102313519, output_fired_time: 0.8216475248, propagate_forward_time: 25.5994472504, propagate_backward_time: 38.7475852966, weight_update_time: 0.1174979284, other_time: 2.7242088318
epoch time: 5.7740554810s, input_fired_time: 0.1168885976, output_fired_time: 0.0000000000, propagate_forward_time: 5.1741547585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4830121994
validation[          , genome  3840] predictions:    9567/  10000 (95.67%), best:    9560/10000 (95.60%), error:      1510.26257, best error:      1485.37866 on epoch:    59, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 68.8345031738s, input_fired_time: 0.9147859216, output_fired_time: 0.8226053715, propagate_forward_time: 25.5568141937, propagate_backward_time: 38.8256835938, weight_update_time: 0.1173110455, other_time: 2.7146072388
epoch time: 5.7661609650s, input_fired_time: 0.1180380285, output_fired_time: 0.0000000000, propagate_forward_time: 5.1609396935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4871830940
validation[          , genome  3840] predictions:    9480/  10000 (94.80%), best:    9560/10000 (95.60%), error:      1756.82495, best error:      1485.37866 on epoch:    59, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 68.9432678223s, input_fired_time: 0.9143331647, output_fired_time: 0.8239564300, propagate_forward_time: 25.6021194458, propagate_backward_time: 38.8299026489, weight_update_time: 0.1185224503, other_time: 2.7729568481
epoch time: 5.7210845947s, input_fired_time: 0.1160893664, output_fired_time: 0.0000000000, propagate_forward_time: 5.1193475723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4856476784
validation[          , genome  3840] predictions:    9496/  10000 (94.96%), best:    9560/10000 (95.60%), error:      1746.53064, best error:      1485.37866 on epoch:    59, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 69.0897064209s, input_fired_time: 0.9128451347, output_fired_time: 0.8255178928, propagate_forward_time: 25.6737155914, propagate_backward_time: 38.9261550903, weight_update_time: 0.1182131916, other_time: 2.7514801025
epoch time: 5.7304801941s, input_fired_time: 0.1131919548, output_fired_time: 0.0000000000, propagate_forward_time: 5.1464600563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4708280563
validation[          , genome  3840] predictions:    9534/  10000 (95.34%), best:    9560/10000 (95.60%), error:      1551.30701, best error:      1485.37866 on epoch:    59, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 68.8060607910s, input_fired_time: 0.9117099643, output_fired_time: 0.8202990294, propagate_forward_time: 25.5922222137, propagate_backward_time: 38.7390518188, weight_update_time: 0.1189909279, other_time: 2.7427749634
epoch time: 5.7383890152s, input_fired_time: 0.1168747842, output_fired_time: 0.0000000000, propagate_forward_time: 5.1382031441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4833111763
validation[          , genome  3840] predictions:    9545/  10000 (95.45%), best:    9560/10000 (95.60%), error:      1545.62585, best error:      1485.37866 on epoch:    59, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 68.4300613403s, input_fired_time: 0.9083227515, output_fired_time: 0.8184173703, propagate_forward_time: 25.3829689026, propagate_backward_time: 38.5868186951, weight_update_time: 0.1178978160, other_time: 2.7335281372
epoch time: 5.7724580765s, input_fired_time: 0.1153833196, output_fired_time: 0.0000000000, propagate_forward_time: 5.1835408211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4735341072
validation[          , genome  3840] predictions:    9523/  10000 (95.23%), best:    9560/10000 (95.60%), error:      1604.28601, best error:      1485.37866 on epoch:    59, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 69.1692886353s, input_fired_time: 0.9173629284, output_fired_time: 0.8266867995, propagate_forward_time: 25.6916236877, propagate_backward_time: 38.9832153320, weight_update_time: 0.1187000945, other_time: 2.7504005432
epoch time: 5.6617441177s, input_fired_time: 0.1138447449, output_fired_time: 0.0000000000, propagate_forward_time: 5.0794019699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4684972763
validation[          , genome  3840] predictions:    9470/  10000 (94.70%), best:    9560/10000 (95.60%), error:      1810.41211, best error:      1485.37866 on epoch:    59, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 68.9777603149s, input_fired_time: 0.9216532111, output_fired_time: 0.8245642185, propagate_forward_time: 25.5917778015, propagate_backward_time: 38.8635368347, weight_update_time: 0.1187502816, other_time: 2.7762298584
epoch time: 5.7409734726s, input_fired_time: 0.1164006740, output_fired_time: 0.0000000000, propagate_forward_time: 5.1403727531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4842000008
validation[          , genome  3840] predictions:    9543/  10000 (95.43%), best:    9560/10000 (95.60%), error:      1529.04187, best error:      1485.37866 on epoch:    59, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 69.0594711304s, input_fired_time: 0.9150750041, output_fired_time: 0.8245354891, propagate_forward_time: 25.6045455933, propagate_backward_time: 38.9632987976, weight_update_time: 0.1181727499, other_time: 2.7520103455
epoch time: 5.7733793259s, input_fired_time: 0.1159285828, output_fired_time: 0.0000000000, propagate_forward_time: 5.1727499962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4847006798
validation[          , genome  3840] predictions:    9528/  10000 (95.28%), best:    9560/10000 (95.60%), error:      1615.89941, best error:      1485.37866 on epoch:    59, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 68.6266708374s, input_fired_time: 0.9046629071, output_fired_time: 0.8193391562, propagate_forward_time: 25.4955062866, propagate_backward_time: 38.6783485413, weight_update_time: 0.1176320836, other_time: 2.7288169861
epoch time: 5.7608895302s, input_fired_time: 0.1151928380, output_fired_time: 0.0000000000, propagate_forward_time: 5.1646757126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4810209274
validation[          , genome  3840] predictions:    9522/  10000 (95.22%), best:    9560/10000 (95.60%), error:      1583.35608, best error:      1485.37866 on epoch:    59, 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: 28.6932621002s, input_fired_time: 0.5687935948, output_fired_time: 0.0000000000, propagate_forward_time: 25.5965728760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5278949738
best training[          , genome  3840] predictions:   48548/  50000 (97.10%), best:    9560/10000 (95.60%), error:      5158.73242, best error:      1485.37866 on epoch:    59, 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: 5.7787079811s, input_fired_time: 0.1137024388, output_fired_time: 0.0000000000, propagate_forward_time: 5.1841521263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4808535576
   testing[          , genome  3840] predictions:    9612/  10000 (96.12%), best:    9560/10000 (95.60%), error:      1277.47595, best error:      1485.37866 on epoch:    59, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:02:35 (6804): called boinc_finish(0)

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