Nameexact_genome_1512568488_42_6619_1
Workunit2604336
Created7 Dec 2017, 20:54:48 UTC
Sent7 Dec 2017, 21:00:52 UTC
Report deadline15 Dec 2017, 3:05:40 UTC
Received8 Dec 2017, 0:10:38 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53799
Run time2 hours 3 min 48 sec
CPU time2 hours 3 min 16 sec
Validate stateValid
Credit1,813.33
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 66.8716201782s, input_fired_time: 0.9843406081, output_fired_time: 0.6523501277, propagate_forward_time: 26.5058364868, propagate_backward_time: 36.8037071228, weight_update_time: 0.0976169780, other_time: 1.9253883362
epoch time: 5.7565102577s, input_fired_time: 0.1104470193, output_fired_time: 0.0000000000, propagate_forward_time: 5.3065881729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394751549
validation[          , genome  6619] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       947.03235, best error:       947.03235 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 66.9672546387s, input_fired_time: 0.9876181483, output_fired_time: 0.6530981660, propagate_forward_time: 26.5442447662, propagate_backward_time: 36.8638954163, weight_update_time: 0.0971520692, other_time: 1.9183998108
epoch time: 5.7391738892s, input_fired_time: 0.1083611846, output_fired_time: 0.0000000000, propagate_forward_time: 5.2954735756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353390694
validation[          , genome  6619] predictions:    9714/  10000 (97.14%), best:    9705/10000 (97.05%), error:       954.16028, best error:       947.03235 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 67.2751235962s, input_fired_time: 0.9756601453, output_fired_time: 0.6530351043, propagate_forward_time: 26.6399211884, propagate_backward_time: 37.0938796997, weight_update_time: 0.0950388536, other_time: 1.9126205444
epoch time: 5.7606778145s, input_fired_time: 0.1102812141, output_fired_time: 0.0000000000, propagate_forward_time: 5.3126544952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3377423286
validation[          , genome  6619] predictions:    9708/  10000 (97.08%), best:    9705/10000 (97.05%), error:       986.62506, best error:       947.03235 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 67.3033523560s, input_fired_time: 0.9898976684, output_fired_time: 0.6541796327, propagate_forward_time: 26.6209831238, propagate_backward_time: 37.0886459351, weight_update_time: 0.0970153138, other_time: 1.9496421814
epoch time: 5.8608794212s, input_fired_time: 0.1118870378, output_fired_time: 0.0000000000, propagate_forward_time: 5.4121437073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3368487358
validation[          , genome  6619] predictions:    9718/  10000 (97.18%), best:    9705/10000 (97.05%), error:       952.84912, best error:       947.03235 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 67.3227233887s, input_fired_time: 1.0019192696, output_fired_time: 0.6523391008, propagate_forward_time: 26.6747512817, propagate_backward_time: 37.0559997559, weight_update_time: 0.0958992243, other_time: 1.9377136230
epoch time: 5.7226901054s, input_fired_time: 0.1032921001, output_fired_time: 0.0000000000, propagate_forward_time: 5.2937402725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3256578445
validation[          , genome  6619] predictions:    9672/  10000 (96.72%), best:    9705/10000 (97.05%), error:      1061.26611, best error:       947.03235 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 67.3752975464s, input_fired_time: 0.9962247014, output_fired_time: 0.6551533937, propagate_forward_time: 26.6891250610, propagate_backward_time: 37.1048431396, weight_update_time: 0.0956826657, other_time: 1.9299545288
epoch time: 5.8143610954s, input_fired_time: 0.1106100529, output_fired_time: 0.0000000000, propagate_forward_time: 5.3547024727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3490486145
validation[          , genome  6619] predictions:    9697/  10000 (96.97%), best:    9705/10000 (97.05%), error:       979.07068, best error:       947.03235 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 67.4431228638s, input_fired_time: 0.9991063476, output_fired_time: 0.6577261090, propagate_forward_time: 26.7663955688, propagate_backward_time: 37.0721740723, weight_update_time: 0.0974849910, other_time: 1.9477233887
epoch time: 5.7497925758s, input_fired_time: 0.1098552868, output_fired_time: 0.0000000000, propagate_forward_time: 5.3035759926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3363614082
validation[          , genome  6619] predictions:    9660/  10000 (96.60%), best:    9705/10000 (97.05%), error:      1132.39209, best error:       947.03235 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 67.1720733643s, input_fired_time: 0.9923304319, output_fired_time: 0.6544960737, propagate_forward_time: 26.5875911713, propagate_backward_time: 37.0171089172, weight_update_time: 0.0958390161, other_time: 1.9205436707
epoch time: 5.7648701668s, input_fired_time: 0.1046771705, output_fired_time: 0.0000000000, propagate_forward_time: 5.3342328072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3259601593
validation[          , genome  6619] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       858.00995, best error:       858.00995 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 66.9792785645s, input_fired_time: 0.9881362915, output_fired_time: 0.6500085592, propagate_forward_time: 26.5983276367, propagate_backward_time: 36.8833999634, weight_update_time: 0.0930979550, other_time: 1.8594055176
epoch time: 5.7312326431s, input_fired_time: 0.1029811203, output_fired_time: 0.0000000000, propagate_forward_time: 5.3043789864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3238725662
validation[          , genome  6619] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       852.15851, best error:       852.15851 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 67.1135177612s, input_fired_time: 0.9894008040, output_fired_time: 0.6528757811, propagate_forward_time: 26.6088027954, propagate_backward_time: 36.9603958130, weight_update_time: 0.0947407931, other_time: 1.9020385742
epoch time: 5.7867441177s, input_fired_time: 0.1107859910, output_fired_time: 0.0000000000, propagate_forward_time: 5.3341565132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3418016434
validation[          , genome  6619] predictions:    9690/  10000 (96.90%), best:    9759/10000 (97.59%), error:      1020.51465, best error:       852.15851 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 67.3688125610s, input_fired_time: 1.0052081347, output_fired_time: 0.6558746099, propagate_forward_time: 26.6028804779, propagate_backward_time: 37.1595802307, weight_update_time: 0.0970414579, other_time: 1.9452629089
epoch time: 5.7346715927s, input_fired_time: 0.1030623987, output_fired_time: 0.0000000000, propagate_forward_time: 5.3071637154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3244452477
validation[          , genome  6619] predictions:    9695/  10000 (96.95%), best:    9759/10000 (97.59%), error:      1005.56580, best error:       852.15851 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 66.9437255859s, input_fired_time: 0.9877017140, output_fired_time: 0.6549384594, propagate_forward_time: 26.5779209137, propagate_backward_time: 36.8719749451, weight_update_time: 0.0925469995, other_time: 1.8511924744
epoch time: 5.9264502525s, input_fired_time: 0.1383828819, output_fired_time: 0.0000000000, propagate_forward_time: 5.4472794533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3407878876
validation[          , genome  6619] predictions:    9740/  10000 (97.40%), best:    9759/10000 (97.59%), error:       872.27594, best error:       852.15851 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 67.0709457397s, input_fired_time: 0.9663375616, output_fired_time: 0.6494094133, propagate_forward_time: 26.5980377197, propagate_backward_time: 36.9847526550, weight_update_time: 0.0921591073, other_time: 1.8724098206
epoch time: 5.7761640549s, input_fired_time: 0.1055879369, output_fired_time: 0.0000000000, propagate_forward_time: 5.3426060677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3279700279
validation[          , genome  6619] predictions:    9717/  10000 (97.17%), best:    9759/10000 (97.59%), error:       930.75067, best error:       852.15851 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 67.0253982544s, input_fired_time: 0.9647640586, output_fired_time: 0.6505967975, propagate_forward_time: 26.6251449585, propagate_backward_time: 36.9349288940, weight_update_time: 0.0924853086, other_time: 1.8499603271
epoch time: 5.7176299095s, input_fired_time: 0.1027893424, output_fired_time: 0.0000000000, propagate_forward_time: 5.2900867462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3247537613
validation[          , genome  6619] predictions:    9727/  10000 (97.27%), best:    9759/10000 (97.59%), error:       921.17297, best error:       852.15851 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 67.0813751221s, input_fired_time: 0.9685204029, output_fired_time: 0.6508798003, propagate_forward_time: 26.6314506531, propagate_backward_time: 36.9613609314, weight_update_time: 0.0930390880, other_time: 1.8691635132
epoch time: 5.7106676102s, input_fired_time: 0.1039637774, output_fired_time: 0.0000000000, propagate_forward_time: 5.2853097916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3213939667
validation[          , genome  6619] predictions:    9709/  10000 (97.09%), best:    9759/10000 (97.59%), error:       968.82208, best error:       852.15851 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 67.1436386108s, input_fired_time: 0.9728070498, output_fired_time: 0.6534047127, propagate_forward_time: 26.6728858948, propagate_backward_time: 36.9715423584, weight_update_time: 0.0927932858, other_time: 1.8729972839
epoch time: 5.8761329651s, input_fired_time: 0.1305699795, output_fired_time: 0.0000000000, propagate_forward_time: 5.4092741013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3362889290
validation[          , genome  6619] predictions:    9714/  10000 (97.14%), best:    9759/10000 (97.59%), error:       931.16388, best error:       852.15851 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 67.2008514404s, input_fired_time: 0.9781875610, output_fired_time: 0.6578542590, propagate_forward_time: 26.6215133667, propagate_backward_time: 37.0497779846, weight_update_time: 0.0941794664, other_time: 1.8935203552
epoch time: 5.7171912193s, input_fired_time: 0.1043906286, output_fired_time: 0.0000000000, propagate_forward_time: 5.2885475159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242530823
validation[          , genome  6619] predictions:    9745/  10000 (97.45%), best:    9759/10000 (97.59%), error:       927.03998, best error:       852.15851 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 67.0738067627s, input_fired_time: 0.9693897367, output_fired_time: 0.6499320269, propagate_forward_time: 26.6117172241, propagate_backward_time: 36.9981575012, weight_update_time: 0.0923726857, other_time: 1.8446083069
epoch time: 5.7242817879s, input_fired_time: 0.1044299677, output_fired_time: 0.0000000000, propagate_forward_time: 5.2984914780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3213601112
validation[          , genome  6619] predictions:    9693/  10000 (96.93%), best:    9759/10000 (97.59%), error:      1015.24237, best error:       852.15851 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 67.1259384155s, input_fired_time: 0.9860375524, output_fired_time: 0.6526014209, propagate_forward_time: 26.6399173737, propagate_backward_time: 36.9474143982, weight_update_time: 0.0948992968, other_time: 1.8999671936
epoch time: 5.7412266731s, input_fired_time: 0.1032486930, output_fired_time: 0.0000000000, propagate_forward_time: 5.3117666245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3262114525
validation[          , genome  6619] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       823.79535, best error:       823.79535 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 67.1112670898s, input_fired_time: 0.9794318080, output_fired_time: 0.6508997083, propagate_forward_time: 26.6325168610, propagate_backward_time: 36.9732933044, weight_update_time: 0.0937067941, other_time: 1.8751258850
epoch time: 5.7419099808s, input_fired_time: 0.1034772769, output_fired_time: 0.0000000000, propagate_forward_time: 5.3142275810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242049217
validation[          , genome  6619] predictions:    9728/  10000 (97.28%), best:    9754/10000 (97.54%), error:       896.60748, best error:       823.79535 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 67.0443801880s, input_fired_time: 0.9663115740, output_fired_time: 0.6563056111, propagate_forward_time: 26.6047477722, propagate_backward_time: 36.9693412781, weight_update_time: 0.0914712474, other_time: 1.8476791382
epoch time: 5.7169756889s, input_fired_time: 0.1034575924, output_fired_time: 0.0000000000, propagate_forward_time: 5.2916679382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3218502998
validation[          , genome  6619] predictions:    9753/  10000 (97.53%), best:    9754/10000 (97.54%), error:       873.19897, best error:       823.79535 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 67.4157485962s, input_fired_time: 1.0095398426, output_fired_time: 0.6569766402, propagate_forward_time: 26.7550449371, propagate_backward_time: 37.0517082214, weight_update_time: 0.0969153419, other_time: 1.9424858093
epoch time: 5.8806266785s, input_fired_time: 0.1133678555, output_fired_time: 0.0000000000, propagate_forward_time: 5.4217958450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3454627991
validation[          , genome  6619] predictions:    9720/  10000 (97.20%), best:    9754/10000 (97.54%), error:       895.64752, best error:       823.79535 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 67.6206588745s, input_fired_time: 0.9853996634, output_fired_time: 0.6536076665, propagate_forward_time: 26.7401218414, propagate_backward_time: 37.3468856812, weight_update_time: 0.0939410478, other_time: 1.8946456909
epoch time: 5.8548545837s, input_fired_time: 0.1102836728, output_fired_time: 0.0000000000, propagate_forward_time: 5.4071755409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373951912
validation[          , genome  6619] predictions:    9714/  10000 (97.14%), best:    9754/10000 (97.54%), error:       902.63147, best error:       823.79535 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 67.1760787964s, input_fired_time: 0.9989110231, output_fired_time: 0.6541628838, propagate_forward_time: 26.5850048065, propagate_backward_time: 37.0249061584, weight_update_time: 0.0952452570, other_time: 1.9130973816
epoch time: 5.7744536400s, input_fired_time: 0.1135675013, output_fired_time: 0.0000000000, propagate_forward_time: 5.3204126358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404736519
validation[          , genome  6619] predictions:    9730/  10000 (97.30%), best:    9754/10000 (97.54%), error:       898.10510, best error:       823.79535 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 67.1061248779s, input_fired_time: 1.0088537931, output_fired_time: 0.6624750495, propagate_forward_time: 26.5508651733, propagate_backward_time: 36.9408226013, weight_update_time: 0.0976417139, other_time: 1.9431114197
epoch time: 5.9740452766s, input_fired_time: 0.1125473604, output_fired_time: 0.0000000000, propagate_forward_time: 5.5183687210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3431291580
validation[          , genome  6619] predictions:    9711/  10000 (97.11%), best:    9754/10000 (97.54%), error:       972.23804, best error:       823.79535 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 67.5522613525s, input_fired_time: 1.0120357275, output_fired_time: 0.6583002210, propagate_forward_time: 26.7837467194, propagate_backward_time: 37.1489448547, weight_update_time: 0.0978340954, other_time: 1.9492301941
epoch time: 5.7912402153s, input_fired_time: 0.1133313179, output_fired_time: 0.0000000000, propagate_forward_time: 5.3374485970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404603004
validation[          , genome  6619] predictions:    9710/  10000 (97.10%), best:    9754/10000 (97.54%), error:       952.66913, best error:       823.79535 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 67.4898834229s, input_fired_time: 1.0024647713, output_fired_time: 0.6590700746, propagate_forward_time: 26.7681522369, propagate_backward_time: 37.1359977722, weight_update_time: 0.0954981670, other_time: 1.9241981506
epoch time: 5.7392320633s, input_fired_time: 0.1057502031, output_fired_time: 0.0000000000, propagate_forward_time: 5.3102598190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3232221603
validation[          , genome  6619] predictions:    9741/  10000 (97.41%), best:    9754/10000 (97.54%), error:       911.01575, best error:       823.79535 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 67.4898071289s, input_fired_time: 1.0053124428, output_fired_time: 0.6542125344, propagate_forward_time: 26.7256832123, propagate_backward_time: 37.1621437073, weight_update_time: 0.0958339721, other_time: 1.9424552917
epoch time: 5.7989811897s, input_fired_time: 0.1147347689, output_fired_time: 0.0000000000, propagate_forward_time: 5.3417005539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425459862
validation[          , genome  6619] predictions:    9745/  10000 (97.45%), best:    9754/10000 (97.54%), error:       867.97656, best error:       823.79535 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 67.2404251099s, input_fired_time: 1.0026521683, output_fired_time: 0.6565182209, propagate_forward_time: 26.6372203827, propagate_backward_time: 36.9932556152, weight_update_time: 0.0978431702, other_time: 1.9507751465
epoch time: 5.7562255859s, input_fired_time: 0.1097846627, output_fired_time: 0.0000000000, propagate_forward_time: 5.3111991882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352417946
validation[          , genome  6619] predictions:    9716/  10000 (97.16%), best:    9754/10000 (97.54%), error:       923.63971, best error:       823.79535 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 67.6028060913s, input_fired_time: 1.0101199150, output_fired_time: 0.6591379642, propagate_forward_time: 26.6920204163, propagate_backward_time: 37.2770080566, weight_update_time: 0.0972256586, other_time: 1.9645195007
epoch time: 5.7293167114s, input_fired_time: 0.1051964983, output_fired_time: 0.0000000000, propagate_forward_time: 5.3029427528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3211774826
validation[          , genome  6619] predictions:    9745/  10000 (97.45%), best:    9754/10000 (97.54%), error:       874.84906, best error:       823.79535 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 67.4816970825s, input_fired_time: 0.9983569980, output_fired_time: 0.6536024809, propagate_forward_time: 26.7736988068, propagate_backward_time: 37.1174507141, weight_update_time: 0.0963714272, other_time: 1.9385871887
epoch time: 5.7640442848s, input_fired_time: 0.1126015559, output_fired_time: 0.0000000000, propagate_forward_time: 5.3153047562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3361377716
validation[          , genome  6619] predictions:    9723/  10000 (97.23%), best:    9754/10000 (97.54%), error:       881.75842, best error:       823.79535 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 67.2677001953s, input_fired_time: 0.9909033775, output_fired_time: 0.6529782414, propagate_forward_time: 26.6166191101, propagate_backward_time: 37.1071853638, weight_update_time: 0.0947552547, other_time: 1.9000129700
epoch time: 5.7118468285s, input_fired_time: 0.1040523648, output_fired_time: 0.0000000000, propagate_forward_time: 5.2851362228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3226580620
validation[          , genome  6619] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       821.55652, best error:       821.55652 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 67.7722473145s, input_fired_time: 1.0376292467, output_fired_time: 0.6606880426, propagate_forward_time: 26.8290672302, propagate_backward_time: 37.3486671448, weight_update_time: 0.0941248164, other_time: 1.8961944580
epoch time: 5.7693395615s, input_fired_time: 0.1143482253, output_fired_time: 0.0000000000, propagate_forward_time: 5.3114628792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3435282707
validation[          , genome  6619] predictions:    9730/  10000 (97.30%), best:    9756/10000 (97.56%), error:       934.60400, best error:       821.55652 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 67.2861099243s, input_fired_time: 0.9989794493, output_fired_time: 0.6524264812, propagate_forward_time: 26.7094497681, propagate_backward_time: 37.0188293457, weight_update_time: 0.0948641449, other_time: 1.9064254761
epoch time: 5.7487845421s, input_fired_time: 0.1152174547, output_fired_time: 0.0000000000, propagate_forward_time: 5.2961797714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373870850
validation[          , genome  6619] predictions:    9662/  10000 (96.62%), best:    9756/10000 (97.56%), error:      1125.68982, best error:       821.55652 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 67.4407806396s, input_fired_time: 1.0269597769, output_fired_time: 0.6611152291, propagate_forward_time: 26.7081451416, propagate_backward_time: 37.0714988708, weight_update_time: 0.0977651104, other_time: 1.9730567932
epoch time: 5.7604327202s, input_fired_time: 0.1130018532, output_fired_time: 0.0000000000, propagate_forward_time: 5.3101391792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3372917175
validation[          , genome  6619] predictions:    9733/  10000 (97.33%), best:    9756/10000 (97.56%), error:       878.65887, best error:       821.55652 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 67.2520980835s, input_fired_time: 1.0258798599, output_fired_time: 0.6561120152, propagate_forward_time: 26.5969219208, propagate_backward_time: 37.0209197998, weight_update_time: 0.0981901586, other_time: 1.9522628784
epoch time: 5.7863836288s, input_fired_time: 0.1122770458, output_fired_time: 0.0000000000, propagate_forward_time: 5.3350095749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3390970230
validation[          , genome  6619] predictions:    9720/  10000 (97.20%), best:    9756/10000 (97.56%), error:       917.37891, best error:       821.55652 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 67.3554611206s, input_fired_time: 1.0162361860, output_fired_time: 0.6517099142, propagate_forward_time: 26.6769256592, propagate_backward_time: 37.1107864380, weight_update_time: 0.0945241749, other_time: 1.8998031616
epoch time: 5.7699456215s, input_fired_time: 0.1068758741, output_fired_time: 0.0000000000, propagate_forward_time: 5.3392934799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3237762451
validation[          , genome  6619] predictions:    9739/  10000 (97.39%), best:    9756/10000 (97.56%), error:       875.95813, best error:       821.55652 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 67.3376388550s, input_fired_time: 1.0273579359, output_fired_time: 0.6586952209, propagate_forward_time: 26.6386241913, propagate_backward_time: 37.0241775513, weight_update_time: 0.0973934829, other_time: 1.9887771606
epoch time: 5.7781524658s, input_fired_time: 0.1166074052, output_fired_time: 0.0000000000, propagate_forward_time: 5.3205022812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410429955
validation[          , genome  6619] predictions:    9736/  10000 (97.36%), best:    9756/10000 (97.56%), error:       923.55151, best error:       821.55652 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 67.6668853760s, input_fired_time: 0.9953702688, output_fired_time: 0.6534426212, propagate_forward_time: 26.8628864288, propagate_backward_time: 37.2613334656, weight_update_time: 0.0955479220, other_time: 1.8938560486
epoch time: 5.7823243141s, input_fired_time: 0.1128666550, output_fired_time: 0.0000000000, propagate_forward_time: 5.3277330399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3417243958
validation[          , genome  6619] predictions:    9736/  10000 (97.36%), best:    9756/10000 (97.56%), error:       925.86096, best error:       821.55652 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 67.3340835571s, input_fired_time: 0.9885701537, output_fired_time: 0.6535163522, propagate_forward_time: 26.7400588989, propagate_backward_time: 37.0906639099, weight_update_time: 0.0925124288, other_time: 1.8612709045
epoch time: 5.9239439964s, input_fired_time: 0.1091485322, output_fired_time: 0.0000000000, propagate_forward_time: 5.4846434593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3301520348
validation[          , genome  6619] predictions:    9755/  10000 (97.55%), best:    9756/10000 (97.56%), error:       843.54718, best error:       821.55652 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 67.8083343506s, input_fired_time: 1.0200072527, output_fired_time: 0.6574591994, propagate_forward_time: 26.7654647827, propagate_backward_time: 37.4153976440, weight_update_time: 0.0970672742, other_time: 1.9500122070
epoch time: 5.7614049911s, input_fired_time: 0.1129844636, output_fired_time: 0.0000000000, propagate_forward_time: 5.3095412254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3388791084
validation[          , genome  6619] predictions:    9720/  10000 (97.20%), best:    9756/10000 (97.56%), error:       962.46783, best error:       821.55652 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 67.2974624634s, input_fired_time: 1.0100350380, output_fired_time: 0.6533498168, propagate_forward_time: 26.6582908630, propagate_backward_time: 37.0192337036, weight_update_time: 0.0965001583, other_time: 1.9565544128
epoch time: 5.8067021370s, input_fired_time: 0.1142562628, output_fired_time: 0.0000000000, propagate_forward_time: 5.3474826813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3449630737
validation[          , genome  6619] predictions:    9706/  10000 (97.06%), best:    9756/10000 (97.56%), error:       970.25372, best error:       821.55652 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 67.7167358398s, input_fired_time: 1.0118017197, output_fired_time: 0.6559653878, propagate_forward_time: 26.8049697876, propagate_backward_time: 37.3119888306, weight_update_time: 0.0959767401, other_time: 1.9320068359
epoch time: 5.9010739326s, input_fired_time: 0.1142375469, output_fired_time: 0.0000000000, propagate_forward_time: 5.4451723099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3416643143
validation[          , genome  6619] predictions:    9710/  10000 (97.10%), best:    9756/10000 (97.56%), error:       990.01477, best error:       821.55652 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 67.6575393677s, input_fired_time: 1.0325704813, output_fired_time: 0.6573064923, propagate_forward_time: 26.8154354095, propagate_backward_time: 37.2175178528, weight_update_time: 0.0962055027, other_time: 1.9347114563
epoch time: 5.7116198540s, input_fired_time: 0.1058425307, output_fired_time: 0.0000000000, propagate_forward_time: 5.2852864265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3204908371
validation[          , genome  6619] predictions:    9726/  10000 (97.26%), best:    9756/10000 (97.56%), error:       886.96143, best error:       821.55652 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 67.2032623291s, input_fired_time: 1.0044642687, output_fired_time: 0.6564917564, propagate_forward_time: 26.6170425415, propagate_backward_time: 37.0334014893, weight_update_time: 0.0940083787, other_time: 1.8918609619
epoch time: 5.8579230309s, input_fired_time: 0.1157543138, output_fired_time: 0.0000000000, propagate_forward_time: 5.4037365913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3384323120
validation[          , genome  6619] predictions:    9735/  10000 (97.35%), best:    9756/10000 (97.56%), error:       922.30524, best error:       821.55652 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 67.3963546753s, input_fired_time: 1.0223544836, output_fired_time: 0.6609603167, propagate_forward_time: 26.6467323303, propagate_backward_time: 37.0949363708, weight_update_time: 0.0973913297, other_time: 1.9713745117
epoch time: 5.7723021507s, input_fired_time: 0.1162653938, output_fired_time: 0.0000000000, propagate_forward_time: 5.3168745041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391623497
validation[          , genome  6619] predictions:    9714/  10000 (97.14%), best:    9756/10000 (97.56%), error:       948.49725, best error:       821.55652 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 67.6682662964s, input_fired_time: 1.0295166969, output_fired_time: 0.6563447118, propagate_forward_time: 26.7805881500, propagate_backward_time: 37.2468376160, weight_update_time: 0.0972054601, other_time: 1.9549827576
epoch time: 5.8881878853s, input_fired_time: 0.1123874858, output_fired_time: 0.0000000000, propagate_forward_time: 5.4122290611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635711670
validation[          , genome  6619] predictions:    9732/  10000 (97.32%), best:    9756/10000 (97.56%), error:       880.97620, best error:       821.55652 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 67.2583236694s, input_fired_time: 1.0012428761, output_fired_time: 0.6487823725, propagate_forward_time: 26.6596088409, propagate_backward_time: 37.0662879944, weight_update_time: 0.0917693302, other_time: 1.8824043274
epoch time: 5.8279490471s, input_fired_time: 0.1093962193, output_fired_time: 0.0000000000, propagate_forward_time: 5.3872771263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3312754631
validation[          , genome  6619] predictions:    9759/  10000 (97.59%), best:    9756/10000 (97.56%), error:       852.29626, best error:       821.55652 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 67.6984405518s, input_fired_time: 1.0365376472, output_fired_time: 0.6585954428, propagate_forward_time: 26.7802200317, propagate_backward_time: 37.2860908508, weight_update_time: 0.0970540941, other_time: 1.9370002747
epoch time: 5.7527356148s, input_fired_time: 0.1082505137, output_fired_time: 0.0000000000, propagate_forward_time: 5.3190898895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3253951073
validation[          , genome  6619] predictions:    9662/  10000 (96.62%), best:    9756/10000 (97.56%), error:      1126.78589, best error:       821.55652 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 67.0101547241s, input_fired_time: 0.9822487831, output_fired_time: 0.6498433948, propagate_forward_time: 26.5588626862, propagate_backward_time: 36.9759292603, weight_update_time: 0.0920896754, other_time: 1.8432769775
epoch time: 5.7365393639s, input_fired_time: 0.1038981527, output_fired_time: 0.0000000000, propagate_forward_time: 5.3104329109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3222084045
validation[          , genome  6619] predictions:    9747/  10000 (97.47%), best:    9756/10000 (97.56%), error:       904.54828, best error:       821.55652 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 67.3990478516s, input_fired_time: 1.0075725317, output_fired_time: 0.6543703079, propagate_forward_time: 26.6876945496, propagate_backward_time: 37.1524085999, weight_update_time: 0.0947192237, other_time: 1.8969955444
epoch time: 5.7962889671s, input_fired_time: 0.1108270213, output_fired_time: 0.0000000000, propagate_forward_time: 5.3500838280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353781700
validation[          , genome  6619] predictions:    9750/  10000 (97.50%), best:    9756/10000 (97.56%), error:       867.12677, best error:       821.55652 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 67.5585861206s, input_fired_time: 1.0264574289, output_fired_time: 0.6664043069, propagate_forward_time: 26.7652511597, propagate_backward_time: 37.2091560364, weight_update_time: 0.0929809660, other_time: 1.8913154602
epoch time: 5.7276172638s, input_fired_time: 0.1077563837, output_fired_time: 0.0000000000, propagate_forward_time: 5.2976193428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3222413063
validation[          , genome  6619] predictions:    9755/  10000 (97.55%), best:    9756/10000 (97.56%), error:       851.84827, best error:       821.55652 on epoch:    45, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 67.2472076416s, input_fired_time: 1.0053890944, output_fired_time: 0.6516880393, propagate_forward_time: 26.6154041290, propagate_backward_time: 37.0912628174, weight_update_time: 0.0936907008, other_time: 1.8834686279
epoch time: 5.7371788025s, input_fired_time: 0.1079927385, output_fired_time: 0.0000000000, propagate_forward_time: 5.3052816391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3239045143
validation[          , genome  6619] predictions:    9701/  10000 (97.01%), best:    9756/10000 (97.56%), error:      1017.21143, best error:       821.55652 on epoch:    45, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 67.3049392700s, input_fired_time: 1.0030187368, output_fired_time: 0.6523876786, propagate_forward_time: 26.6818580627, propagate_backward_time: 37.0601654053, weight_update_time: 0.0946313366, other_time: 1.9075050354
epoch time: 5.7194581032s, input_fired_time: 0.1065318361, output_fired_time: 0.0000000000, propagate_forward_time: 5.2923688889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205575943
validation[          , genome  6619] predictions:    9739/  10000 (97.39%), best:    9756/10000 (97.56%), error:       893.19611, best error:       821.55652 on epoch:    45, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 67.2531127930s, input_fired_time: 1.0165675879, output_fired_time: 0.6529861093, propagate_forward_time: 26.6784954071, propagate_backward_time: 36.9749336243, weight_update_time: 0.0958819538, other_time: 1.9301261902
epoch time: 5.7986893654s, input_fired_time: 0.1160007119, output_fired_time: 0.0000000000, propagate_forward_time: 5.3413701057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3413186073
validation[          , genome  6619] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       844.50012, best error:       821.55652 on epoch:    45, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 67.4665679932s, input_fired_time: 1.0422147512, output_fired_time: 0.6627625823, propagate_forward_time: 26.7032909393, propagate_backward_time: 37.1109733582, weight_update_time: 0.0973737687, other_time: 1.9473228455
epoch time: 5.8322877884s, input_fired_time: 0.1186279282, output_fired_time: 0.0000000000, propagate_forward_time: 5.3720726967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3415870667
validation[          , genome  6619] predictions:    9735/  10000 (97.35%), best:    9756/10000 (97.56%), error:       947.62854, best error:       821.55652 on epoch:    45, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 67.3252716064s, input_fired_time: 1.0377988815, output_fired_time: 0.6580011845, propagate_forward_time: 26.6256999969, propagate_backward_time: 37.0537528992, weight_update_time: 0.0978525504, other_time: 1.9500160217
epoch time: 5.7937602997s, input_fired_time: 0.1152645424, output_fired_time: 0.0000000000, propagate_forward_time: 5.3382859230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402099609
validation[          , genome  6619] predictions:    9712/  10000 (97.12%), best:    9756/10000 (97.56%), error:       976.12128, best error:       821.55652 on epoch:    45, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 67.4392852783s, input_fired_time: 1.0024043322, output_fired_time: 0.6601880789, propagate_forward_time: 26.7191257477, propagate_backward_time: 37.1652832031, weight_update_time: 0.0939373523, other_time: 1.8922882080
epoch time: 5.7618403435s, input_fired_time: 0.1067048162, output_fired_time: 0.0000000000, propagate_forward_time: 5.3366355896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3185000420
validation[          , genome  6619] predictions:    9753/  10000 (97.53%), best:    9756/10000 (97.56%), error:       893.05579, best error:       821.55652 on epoch:    45, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 66.9874877930s, input_fired_time: 0.9958994985, output_fired_time: 0.6489914656, propagate_forward_time: 26.5809516907, propagate_backward_time: 36.8991966248, weight_update_time: 0.0934609696, other_time: 1.8624420166
epoch time: 5.7549271584s, input_fired_time: 0.1154132485, output_fired_time: 0.0000000000, propagate_forward_time: 5.3028898239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3366241455
validation[          , genome  6619] predictions:    9723/  10000 (97.23%), best:    9756/10000 (97.56%), error:       944.13000, best error:       821.55652 on epoch:    45, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 67.2743759155s, input_fired_time: 1.0349639654, output_fired_time: 0.6577534676, propagate_forward_time: 26.6218585968, propagate_backward_time: 37.0038642883, weight_update_time: 0.0977853164, other_time: 1.9559364319
epoch time: 5.8199520111s, input_fired_time: 0.1172825620, output_fired_time: 0.0000000000, propagate_forward_time: 5.3603277206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423418999
validation[          , genome  6619] predictions:    9752/  10000 (97.52%), best:    9756/10000 (97.56%), error:       859.88574, best error:       821.55652 on epoch:    45, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 66.9298248291s, input_fired_time: 1.0007462502, output_fired_time: 0.6500809789, propagate_forward_time: 26.5551452637, propagate_backward_time: 36.8713760376, weight_update_time: 0.0926866382, other_time: 1.8524780273
epoch time: 5.7246632576s, input_fired_time: 0.1078405529, output_fired_time: 0.0000000000, propagate_forward_time: 5.2961201668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207025528
validation[          , genome  6619] predictions:    9746/  10000 (97.46%), best:    9756/10000 (97.56%), error:       858.90118, best error:       821.55652 on epoch:    45, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 67.1333160400s, input_fired_time: 1.0058177710, output_fired_time: 0.6504892111, propagate_forward_time: 26.6526565552, propagate_backward_time: 36.9789199829, weight_update_time: 0.0918461308, other_time: 1.8454284668
epoch time: 5.7937798500s, input_fired_time: 0.1103403643, output_fired_time: 0.0000000000, propagate_forward_time: 5.3594727516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3239665031
validation[          , genome  6619] predictions:    9725/  10000 (97.25%), best:    9756/10000 (97.56%), error:       950.04034, best error:       821.55652 on epoch:    45, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 67.4699020386s, input_fired_time: 1.0337146521, output_fired_time: 0.6590243578, propagate_forward_time: 26.7104892731, propagate_backward_time: 37.1116409302, weight_update_time: 0.0977246389, other_time: 1.9550323486
epoch time: 5.7593741417s, input_fired_time: 0.1116979942, output_fired_time: 0.0000000000, propagate_forward_time: 5.3199238777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277521133
validation[          , genome  6619] predictions:    9721/  10000 (97.21%), best:    9756/10000 (97.56%), error:       961.82916, best error:       821.55652 on epoch:    45, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 67.1794509888s, input_fired_time: 1.0071920156, output_fired_time: 0.6497553587, propagate_forward_time: 26.7059535980, propagate_backward_time: 36.9757690430, weight_update_time: 0.0913600847, other_time: 1.8407745361
epoch time: 5.7257661819s, input_fired_time: 0.1102811769, output_fired_time: 0.0000000000, propagate_forward_time: 5.2934994698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3219857216
validation[          , genome  6619] predictions:    9724/  10000 (97.24%), best:    9756/10000 (97.56%), error:       945.85986, best error:       821.55652 on epoch:    45, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 67.4277954102s, input_fired_time: 1.0089867115, output_fired_time: 0.6544555426, propagate_forward_time: 26.7084140778, propagate_backward_time: 37.1648025513, weight_update_time: 0.0930922031, other_time: 1.8911361694
epoch time: 5.8612198830s, input_fired_time: 0.1211698279, output_fired_time: 0.0000000000, propagate_forward_time: 5.3838033676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3562464714
validation[          , genome  6619] predictions:    9721/  10000 (97.21%), best:    9756/10000 (97.56%), error:       906.38043, best error:       821.55652 on epoch:    45, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 67.7394332886s, input_fired_time: 1.0352158546, output_fired_time: 0.6538063288, propagate_forward_time: 26.8180351257, propagate_backward_time: 37.3133926392, weight_update_time: 0.0944278017, other_time: 1.9189796448
epoch time: 5.7567243576s, input_fired_time: 0.1083068028, output_fired_time: 0.0000000000, propagate_forward_time: 5.3260827065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3223347664
validation[          , genome  6619] predictions:    9712/  10000 (97.12%), best:    9756/10000 (97.56%), error:       948.26141, best error:       821.55652 on epoch:    45, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 67.2941207886s, input_fired_time: 1.0145252943, output_fired_time: 0.6569330096, propagate_forward_time: 26.6806316376, propagate_backward_time: 37.0209770203, weight_update_time: 0.0953029394, other_time: 1.9210472107
epoch time: 5.9149312973s, input_fired_time: 0.1090454906, output_fired_time: 0.0000000000, propagate_forward_time: 5.4411149025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647708893
validation[          , genome  6619] predictions:    9695/  10000 (96.95%), best:    9756/10000 (97.56%), error:      1007.81427, best error:       821.55652 on epoch:    45, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 67.4914932251s, input_fired_time: 0.9982631803, output_fired_time: 0.6535931230, propagate_forward_time: 26.8535671234, propagate_backward_time: 37.0827522278, weight_update_time: 0.0930095538, other_time: 1.9033164978
epoch time: 5.7727713585s, input_fired_time: 0.1133538038, output_fired_time: 0.0000000000, propagate_forward_time: 5.3267564774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3326611519
validation[          , genome  6619] predictions:    9740/  10000 (97.40%), best:    9756/10000 (97.56%), error:       873.56555, best error:       821.55652 on epoch:    45, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 68.8516235352s, input_fired_time: 1.0415211916, output_fired_time: 0.6762140989, propagate_forward_time: 27.2086353302, propagate_backward_time: 37.9379119873, weight_update_time: 0.0959287211, other_time: 1.9873428345
epoch time: 5.8541336060s, input_fired_time: 0.1120899171, output_fired_time: 0.0000000000, propagate_forward_time: 5.4073038101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347396851
validation[          , genome  6619] predictions:    9711/  10000 (97.11%), best:    9756/10000 (97.56%), error:       917.02576, best error:       821.55652 on epoch:    45, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 67.6475830078s, input_fired_time: 1.0215948820, output_fired_time: 0.6541966200, propagate_forward_time: 26.8080348969, propagate_backward_time: 37.2341232300, weight_update_time: 0.0953120664, other_time: 1.9296340942
epoch time: 5.7632527351s, input_fired_time: 0.1155450121, output_fired_time: 0.0000000000, propagate_forward_time: 5.3126683235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3350396156
validation[          , genome  6619] predictions:    9742/  10000 (97.42%), best:    9756/10000 (97.56%), error:       861.42554, best error:       821.55652 on epoch:    45, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 67.4138717651s, input_fired_time: 1.0273245573, output_fired_time: 0.6552965641, propagate_forward_time: 26.6073169708, propagate_backward_time: 37.1729850769, weight_update_time: 0.1013108492, other_time: 1.9509544373
epoch time: 5.7212214470s, input_fired_time: 0.1095882580, output_fired_time: 0.0000000000, propagate_forward_time: 5.2902359962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3213973045
validation[          , genome  6619] predictions:    9744/  10000 (97.44%), best:    9756/10000 (97.56%), error:       907.97821, best error:       821.55652 on epoch:    45, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 67.8393402100s, input_fired_time: 1.0279623270, output_fired_time: 0.6543505788, propagate_forward_time: 26.8581237793, propagate_backward_time: 37.3637123108, weight_update_time: 0.0954463407, other_time: 1.9351921082
epoch time: 5.8470630646s, input_fired_time: 0.1242195889, output_fired_time: 0.0000000000, propagate_forward_time: 5.3771858215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456578255
validation[          , genome  6619] predictions:    9736/  10000 (97.36%), best:    9756/10000 (97.56%), error:       876.01788, best error:       821.55652 on epoch:    45, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 67.3136672974s, input_fired_time: 1.0187046528, output_fired_time: 0.6518560052, propagate_forward_time: 26.6690216064, propagate_backward_time: 37.0664978027, weight_update_time: 0.0939015672, other_time: 1.9075851440
epoch time: 5.7552747726s, input_fired_time: 0.1151419953, output_fired_time: 0.0000000000, propagate_forward_time: 5.3034939766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3366389275
validation[          , genome  6619] predictions:    9759/  10000 (97.59%), best:    9756/10000 (97.56%), error:       835.42603, best error:       821.55652 on epoch:    45, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 67.3618240356s, input_fired_time: 1.0141149759, output_fired_time: 0.6610758305, propagate_forward_time: 26.7078495026, propagate_backward_time: 37.0665206909, weight_update_time: 0.0954748020, other_time: 1.9122619629
epoch time: 5.7279491425s, input_fired_time: 0.1077241302, output_fired_time: 0.0000000000, propagate_forward_time: 5.2988672256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3213577271
validation[          , genome  6619] predictions:    9731/  10000 (97.31%), best:    9756/10000 (97.56%), error:       886.21539, best error:       821.55652 on epoch:    45, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 66.8900451660s, input_fired_time: 0.9950094223, output_fired_time: 0.6480543613, propagate_forward_time: 26.5787181854, propagate_backward_time: 36.8294639587, weight_update_time: 0.0922735333, other_time: 1.8387947083
epoch time: 5.7813630104s, input_fired_time: 0.1102458760, output_fired_time: 0.0000000000, propagate_forward_time: 5.3374090195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3337082863
validation[          , genome  6619] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       862.89703, best error:       821.55652 on epoch:    45, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 67.7024459839s, input_fired_time: 1.0285230875, output_fired_time: 0.6547083855, propagate_forward_time: 26.8007450104, propagate_backward_time: 37.3251304626, weight_update_time: 0.0948080197, other_time: 1.8933372498
epoch time: 5.7754144669s, input_fired_time: 0.1212642044, output_fired_time: 0.0000000000, propagate_forward_time: 5.3158607483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3382897377
validation[          , genome  6619] predictions:    9676/  10000 (96.76%), best:    9756/10000 (97.56%), error:      1120.35339, best error:       821.55652 on epoch:    45, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 67.1489715576s, input_fired_time: 1.0196510553, output_fired_time: 0.6558345556, propagate_forward_time: 26.5808353424, propagate_backward_time: 36.9651565552, weight_update_time: 0.0971083343, other_time: 1.9274902344
epoch time: 5.7666163445s, input_fired_time: 0.1100922823, output_fired_time: 0.0000000000, propagate_forward_time: 5.3315553665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3249688148
validation[          , genome  6619] predictions:    9741/  10000 (97.41%), best:    9756/10000 (97.56%), error:       889.68506, best error:       821.55652 on epoch:    45, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 67.1324005127s, input_fired_time: 1.0107973814, output_fired_time: 0.6536160111, propagate_forward_time: 26.5719909668, propagate_backward_time: 36.9876174927, weight_update_time: 0.0948636457, other_time: 1.9083786011
epoch time: 5.8014163971s, input_fired_time: 0.1163568944, output_fired_time: 0.0000000000, propagate_forward_time: 5.3531365395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319230080
validation[          , genome  6619] predictions:    9729/  10000 (97.29%), best:    9756/10000 (97.56%), error:       934.55023, best error:       821.55652 on epoch:    45, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 67.3038864136s, input_fired_time: 1.0189151764, output_fired_time: 0.6548257470, propagate_forward_time: 26.7075653076, propagate_backward_time: 37.0151824951, weight_update_time: 0.0942772999, other_time: 1.9074020386
epoch time: 5.9614086151s, input_fired_time: 0.1128300577, output_fired_time: 0.0000000000, propagate_forward_time: 5.5135660172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3350124359
validation[          , genome  6619] predictions:    9707/  10000 (97.07%), best:    9756/10000 (97.56%), error:       966.69086, best error:       821.55652 on epoch:    45, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 67.3012542725s, input_fired_time: 1.0026981831, output_fired_time: 0.6530790329, propagate_forward_time: 26.7182807922, propagate_backward_time: 37.0374145508, weight_update_time: 0.0923183933, other_time: 1.8897819519
epoch time: 5.7091517448s, input_fired_time: 0.1093915328, output_fired_time: 0.0000000000, propagate_forward_time: 5.2794470787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203129768
validation[          , genome  6619] predictions:    9700/  10000 (97.00%), best:    9756/10000 (97.56%), error:      1046.20142, best error:       821.55652 on epoch:    45, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 68.0494384766s, input_fired_time: 1.0496820211, output_fired_time: 0.6688876748, propagate_forward_time: 26.9525852203, propagate_backward_time: 37.4513282776, weight_update_time: 0.0957871377, other_time: 1.9269599915
epoch time: 5.7670688629s, input_fired_time: 0.1151258051, output_fired_time: 0.0000000000, propagate_forward_time: 5.3150815964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3368616104
validation[          , genome  6619] predictions:    9740/  10000 (97.40%), best:    9756/10000 (97.56%), error:       901.02966, best error:       821.55652 on epoch:    45, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 67.3548202515s, input_fired_time: 1.0369640589, output_fired_time: 0.6580491662, propagate_forward_time: 26.7117710114, propagate_backward_time: 36.9986724854, weight_update_time: 0.0974665731, other_time: 1.9493637085
epoch time: 5.8565855026s, input_fired_time: 0.1137786880, output_fired_time: 0.0000000000, propagate_forward_time: 5.4139375687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3288693428
validation[          , genome  6619] predictions:    9703/  10000 (97.03%), best:    9756/10000 (97.56%), error:      1068.84375, best error:       821.55652 on epoch:    45, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 67.5656814575s, input_fired_time: 1.0101636648, output_fired_time: 0.6551004052, propagate_forward_time: 26.7709236145, propagate_backward_time: 37.2463951111, weight_update_time: 0.0937288105, other_time: 1.8831024170
epoch time: 5.7704215050s, input_fired_time: 0.1165110469, output_fired_time: 0.0000000000, propagate_forward_time: 5.3189725876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3349380493
validation[          , genome  6619] predictions:    9703/  10000 (97.03%), best:    9756/10000 (97.56%), error:      1079.41992, best error:       821.55652 on epoch:    45, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 67.1209945679s, input_fired_time: 1.0225712061, output_fired_time: 0.6545963883, propagate_forward_time: 26.5825443268, propagate_backward_time: 36.9471588135, weight_update_time: 0.0956311524, other_time: 1.9141311646
epoch time: 5.7785491943s, input_fired_time: 0.1120622158, output_fired_time: 0.0000000000, propagate_forward_time: 5.3361024857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3303842545
validation[          , genome  6619] predictions:    9745/  10000 (97.45%), best:    9756/10000 (97.56%), error:       885.43201, best error:       821.55652 on epoch:    45, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 67.5095596313s, input_fired_time: 1.0179463625, output_fired_time: 0.6570943594, propagate_forward_time: 26.6964130402, propagate_backward_time: 37.2386169434, weight_update_time: 0.0942751765, other_time: 1.8994903564
epoch time: 5.7083716393s, input_fired_time: 0.1098866910, output_fired_time: 0.0000000000, propagate_forward_time: 5.2796735764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3188114166
validation[          , genome  6619] predictions:    9724/  10000 (97.24%), best:    9756/10000 (97.56%), error:       938.00720, best error:       821.55652 on epoch:    45, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 67.3701782227s, input_fired_time: 1.0121490955, output_fired_time: 0.6555541754, propagate_forward_time: 26.7029228210, propagate_backward_time: 37.1107864380, weight_update_time: 0.0939264446, other_time: 1.8887672424
epoch time: 5.7469005585s, input_fired_time: 0.1164684370, output_fired_time: 0.0000000000, propagate_forward_time: 5.2972426414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3331894875
validation[          , genome  6619] predictions:    9742/  10000 (97.42%), best:    9756/10000 (97.56%), error:       861.81647, best error:       821.55652 on epoch:    45, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 67.2304077148s, input_fired_time: 1.0298109055, output_fired_time: 0.6563172936, propagate_forward_time: 26.6145858765, propagate_backward_time: 37.0264320374, weight_update_time: 0.0948013663, other_time: 1.9032630920
epoch time: 5.7378554344s, input_fired_time: 0.1125772819, output_fired_time: 0.0000000000, propagate_forward_time: 5.3032960892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3219819069
validation[          , genome  6619] predictions:    9692/  10000 (96.92%), best:    9756/10000 (97.56%), error:      1007.82336, best error:       821.55652 on epoch:    45, 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: 28.8084316254s, input_fired_time: 0.5583341718, output_fired_time: 0.0000000000, propagate_forward_time: 26.5837059021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6663913727
best training[          , genome  6619] predictions:   49442/  50000 (98.88%), best:    9756/10000 (97.56%), error:      1969.33020, best error:       821.55652 on epoch:    45, 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: 5.7206954956s, input_fired_time: 0.1037067324, output_fired_time: 0.0000000000, propagate_forward_time: 5.2954812050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3215074539
   testing[          , genome  6619] predictions:    9793/  10000 (97.93%), best:    9756/10000 (97.56%), error:       731.66949, best error:       821.55652 on epoch:    45, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:21:57 (13130): called boinc_finish(0)

</stderr_txt>
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