Nameexact_genome_1512568488_45_6684_1
Workunit2604691
Created7 Dec 2017, 21:19:57 UTC
Sent7 Dec 2017, 21:23:58 UTC
Report deadline19 Dec 2017, 4:16:46 UTC
Received9 Dec 2017, 6:17:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time5 hours 37 min 12 sec
CPU time5 hours 36 min 40 sec
Validate stateValid
Credit2,821.67
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.51 MB
Peak swap size159.27 MB
Peak disk usage2.29 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
821.37848 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 183.6366577148s, input_fired_time: 1.8876150846, output_fired_time: 1.7283957005, propagate_forward_time: 69.9008026123, propagate_backward_time: 106.4012527466, weight_update_time: 0.2212572396, other_time: 3.7185897827
epoch time: 14.8632593155s, input_fired_time: 0.2371174693, output_fired_time: 0.0000000000, propagate_forward_time: 13.9880247116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6381168365
validation[          , genome  6684] predictions:    9751/  10000 (97.51%), best:    9760/10000 (97.60%), error:       823.39532, best error:       821.37848 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 184.1174316406s, input_fired_time: 1.9033495188, output_fired_time: 1.7280377150, propagate_forward_time: 70.1312255859, propagate_backward_time: 106.6119079590, weight_update_time: 0.2220247388, other_time: 3.7429046631
epoch time: 14.9333076477s, input_fired_time: 0.2431124747, output_fired_time: 0.0000000000, propagate_forward_time: 14.0200624466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6701326370
validation[          , genome  6684] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       758.02814, best error:       758.02814 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 184.2860107422s, input_fired_time: 1.8957087994, output_fired_time: 1.7320998907, propagate_forward_time: 70.2340698242, propagate_backward_time: 106.6771774292, weight_update_time: 0.2224609703, other_time: 3.7469558716
epoch time: 15.0179662704s, input_fired_time: 0.2406067550, output_fired_time: 0.0000000000, propagate_forward_time: 14.1208648682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6564950943
validation[          , genome  6684] predictions:    9720/  10000 (97.20%), best:    9783/10000 (97.83%), error:       886.87061, best error:       758.02814 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 185.2742919922s, input_fired_time: 1.9099975824, output_fired_time: 1.7471138239, propagate_forward_time: 70.5642471313, propagate_backward_time: 107.2536239624, weight_update_time: 0.2259067297, other_time: 3.7993011475
epoch time: 15.0738191605s, input_fired_time: 0.2430341542, output_fired_time: 0.0000000000, propagate_forward_time: 14.1676616669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6631231308
validation[          , genome  6684] predictions:    9759/  10000 (97.59%), best:    9783/10000 (97.83%), error:       836.14349, best error:       758.02814 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 184.6012268066s, input_fired_time: 1.9124085903, output_fired_time: 1.7380970716, propagate_forward_time: 70.2935028076, propagate_backward_time: 106.8595733643, weight_update_time: 0.2286340743, other_time: 3.7976379395
epoch time: 15.0470695496s, input_fired_time: 0.2364872247, output_fired_time: 0.0000000000, propagate_forward_time: 14.1736536026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6369285583
validation[          , genome  6684] predictions:    9705/  10000 (97.05%), best:    9783/10000 (97.83%), error:       979.76123, best error:       758.02814 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 184.5931701660s, input_fired_time: 1.8989012241, output_fired_time: 1.7342170477, propagate_forward_time: 70.3308486938, propagate_backward_time: 106.8849563599, weight_update_time: 0.2252820283, other_time: 3.7442474365
epoch time: 15.0289897919s, input_fired_time: 0.2467676550, output_fired_time: 0.0000000000, propagate_forward_time: 14.1197910309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6624307632
validation[          , genome  6684] predictions:    9673/  10000 (96.73%), best:    9783/10000 (97.83%), error:      1047.74585, best error:       758.02814 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 184.9152069092s, input_fired_time: 1.9175651073, output_fired_time: 1.7418260574, propagate_forward_time: 70.4733963013, propagate_backward_time: 106.9900665283, weight_update_time: 0.2262405157, other_time: 3.7923507690
epoch time: 13.6845178604s, input_fired_time: 0.2214958370, output_fired_time: 0.0000000000, propagate_forward_time: 12.8643035889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5987186432
validation[          , genome  6684] predictions:    9755/  10000 (97.55%), best:    9783/10000 (97.83%), error:       839.71252, best error:       758.02814 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 184.2498779297s, input_fired_time: 1.9035985470, output_fired_time: 1.7303804159, propagate_forward_time: 70.1577148438, propagate_backward_time: 106.7237777710, weight_update_time: 0.2216740251, other_time: 3.7344131470
epoch time: 14.8736181259s, input_fired_time: 0.2400629818, output_fired_time: 0.0000000000, propagate_forward_time: 13.9784860611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6550693512
validation[          , genome  6684] predictions:    9754/  10000 (97.54%), best:    9783/10000 (97.83%), error:       798.62122, best error:       758.02814 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 184.6608734131s, input_fired_time: 1.9211552143, output_fired_time: 1.7431241274, propagate_forward_time: 70.2018661499, propagate_backward_time: 106.9599456787, weight_update_time: 0.2262972742, other_time: 3.8347854614
epoch time: 14.8646974564s, input_fired_time: 0.2399365753, output_fired_time: 0.0000000000, propagate_forward_time: 13.9655981064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6591625214
validation[          , genome  6684] predictions:    9737/  10000 (97.37%), best:    9783/10000 (97.83%), error:       848.43365, best error:       758.02814 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 185.0414886475s, input_fired_time: 1.9264588356, output_fired_time: 1.7503879070, propagate_forward_time: 70.4125442505, propagate_backward_time: 107.1110229492, weight_update_time: 0.2281589508, other_time: 3.8410873413
epoch time: 15.0092554092s, input_fired_time: 0.2422625721, output_fired_time: 0.0000000000, propagate_forward_time: 14.1072673798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6597251892
validation[          , genome  6684] predictions:    9741/  10000 (97.41%), best:    9783/10000 (97.83%), error:       846.61279, best error:       758.02814 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 184.0972442627s, input_fired_time: 1.9242683649, output_fired_time: 1.7342823744, propagate_forward_time: 69.9950180054, propagate_backward_time: 106.6093902588, weight_update_time: 0.2278169692, other_time: 3.8342819214
epoch time: 15.1142711639s, input_fired_time: 0.2460743934, output_fired_time: 0.0000000000, propagate_forward_time: 14.1927356720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6754608154
validation[          , genome  6684] predictions:    9763/  10000 (97.63%), best:    9783/10000 (97.83%), error:       788.87140, best error:       758.02814 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 185.3270874023s, input_fired_time: 1.9297463894, output_fired_time: 1.7512191534, propagate_forward_time: 70.4590911865, propagate_backward_time: 107.3444595337, weight_update_time: 0.2275092900, other_time: 3.8425674438
epoch time: 14.9835529327s, input_fired_time: 0.2404418439, output_fired_time: 0.0000000000, propagate_forward_time: 14.0828781128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6602325439
validation[          , genome  6684] predictions:    9765/  10000 (97.65%), best:    9783/10000 (97.83%), error:       812.64258, best error:       758.02814 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 183.7596740723s, input_fired_time: 1.9156202078, output_fired_time: 1.7357511520, propagate_forward_time: 69.8428039551, propagate_backward_time: 106.4643325806, weight_update_time: 0.2252359390, other_time: 3.8011703491
epoch time: 14.8729076385s, input_fired_time: 0.2390144467, output_fired_time: 0.0000000000, propagate_forward_time: 13.9821376801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6517553329
validation[          , genome  6684] predictions:    9762/  10000 (97.62%), best:    9783/10000 (97.83%), error:       811.29962, best error:       758.02814 on epoch:    16, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 184.8114471436s, input_fired_time: 1.9235533476, output_fired_time: 1.7439339161, propagate_forward_time: 70.3335266113, propagate_backward_time: 106.9782180786, weight_update_time: 0.2283478230, other_time: 3.8322219849
epoch time: 14.9665060043s, input_fired_time: 0.2423337102, output_fired_time: 0.0000000000, propagate_forward_time: 14.0708971024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6532754898
validation[          , genome  6684] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       676.48474, best error:       676.48474 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 183.3707427979s, input_fired_time: 1.9132660627, output_fired_time: 1.7342915535, propagate_forward_time: 69.7598953247, propagate_backward_time: 106.1555328369, weight_update_time: 0.2254699171, other_time: 3.8077468872
epoch time: 15.1474132538s, input_fired_time: 0.2479360402, output_fired_time: 0.0000000000, propagate_forward_time: 14.2281732559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6713037491
validation[          , genome  6684] predictions:    9745/  10000 (97.45%), best:    9790/10000 (97.90%), error:       881.78937, best error:       676.48474 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 184.0616607666s, input_fired_time: 1.9161918163, output_fired_time: 1.7386232615, propagate_forward_time: 70.0962142944, propagate_backward_time: 106.5257110596, weight_update_time: 0.2253813893, other_time: 3.7849197388
epoch time: 14.9675111771s, input_fired_time: 0.2415144742, output_fired_time: 0.0000000000, propagate_forward_time: 14.0734996796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6524972916
validation[          , genome  6684] predictions:    9766/  10000 (97.66%), best:    9790/10000 (97.90%), error:       774.07800, best error:       676.48474 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 184.5440521240s, input_fired_time: 1.9259704351, output_fired_time: 1.7402908802, propagate_forward_time: 70.1776580811, propagate_backward_time: 106.8704071045, weight_update_time: 0.2285650373, other_time: 3.8297271729
epoch time: 14.9846086502s, input_fired_time: 0.2447283566, output_fired_time: 0.0000000000, propagate_forward_time: 14.0750541687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6648263931
validation[          , genome  6684] predictions:    9769/  10000 (97.69%), best:    9790/10000 (97.90%), error:       782.34198, best error:       676.48474 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 184.6786346436s, input_fired_time: 1.9156905413, output_fired_time: 1.7401607037, propagate_forward_time: 70.2942123413, propagate_backward_time: 106.9683990479, weight_update_time: 0.2241110355, other_time: 3.7601699829
epoch time: 14.0775995255s, input_fired_time: 0.2296878099, output_fired_time: 0.0000000000, propagate_forward_time: 13.2230329514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6248788834
validation[          , genome  6684] predictions:    9784/  10000 (97.84%), best:    9790/10000 (97.90%), error:       722.01447, best error:       676.48474 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 184.7019805908s, input_fired_time: 1.9351577759, output_fired_time: 1.7450445890, propagate_forward_time: 70.2298431396, propagate_backward_time: 106.9109573364, weight_update_time: 0.2293857634, other_time: 3.8809738159
epoch time: 15.0362081528s, input_fired_time: 0.2464799136, output_fired_time: 0.0000000000, propagate_forward_time: 14.1174201965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6723079681
validation[          , genome  6684] predictions:    9757/  10000 (97.57%), best:    9790/10000 (97.90%), error:       787.55597, best error:       676.48474 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 183.9865417480s, input_fired_time: 1.9211592674, output_fired_time: 1.7405260801, propagate_forward_time: 70.0510330200, propagate_backward_time: 106.4955825806, weight_update_time: 0.2254213393, other_time: 3.7782440186
epoch time: 14.8501214981s, input_fired_time: 0.2401275039, output_fired_time: 0.0000000000, propagate_forward_time: 13.9661207199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6438732147
validation[          , genome  6684] predictions:    9750/  10000 (97.50%), best:    9790/10000 (97.90%), error:       812.08722, best error:       676.48474 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 184.5526275635s, input_fired_time: 1.9146620035, output_fired_time: 1.7347109318, propagate_forward_time: 70.1737899780, propagate_backward_time: 106.9645080566, weight_update_time: 0.2237531394, other_time: 3.7649612427
epoch time: 14.9604063034s, input_fired_time: 0.2461271584, output_fired_time: 0.0000000000, propagate_forward_time: 14.0380611420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6762180328
validation[          , genome  6684] predictions:    9732/  10000 (97.32%), best:    9790/10000 (97.90%), error:       846.94843, best error:       676.48474 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 184.7310485840s, input_fired_time: 1.9176039696, output_fired_time: 1.7414375544, propagate_forward_time: 70.3533096313, propagate_backward_time: 106.9397583008, weight_update_time: 0.2241525799, other_time: 3.7789382935
epoch time: 15.0909566879s, input_fired_time: 0.2456586212, output_fired_time: 0.0000000000, propagate_forward_time: 14.1826562881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6626415253
validation[          , genome  6684] predictions:    9744/  10000 (97.44%), best:    9790/10000 (97.90%), error:       864.33221, best error:       676.48474 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 184.3294982910s, input_fired_time: 1.9220259190, output_fired_time: 1.7363387346, propagate_forward_time: 70.0869369507, propagate_backward_time: 106.8182373047, weight_update_time: 0.2251212746, other_time: 3.7659530640
epoch time: 14.9996519089s, input_fired_time: 0.2371784151, output_fired_time: 0.0000000000, propagate_forward_time: 14.1342763901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281967163
validation[          , genome  6684] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       723.14642, best error:       676.48474 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 184.1457061768s, input_fired_time: 1.9184863567, output_fired_time: 1.7314238548, propagate_forward_time: 70.0312347412, propagate_backward_time: 106.7123107910, weight_update_time: 0.2235018462, other_time: 3.7522430420
epoch time: 14.9999990463s, input_fired_time: 0.2405816615, output_fired_time: 0.0000000000, propagate_forward_time: 14.1101446152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6492729187
validation[          , genome  6684] predictions:    9794/  10000 (97.94%), best:    9790/10000 (97.90%), error:       744.39807, best error:       676.48474 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 184.6607513428s, input_fired_time: 1.9176715612, output_fired_time: 1.7394536734, propagate_forward_time: 70.3817367554, propagate_backward_time: 106.8776245117, weight_update_time: 0.2237321883, other_time: 3.7442550659
epoch time: 14.9855508804s, input_fired_time: 0.2400660366, output_fired_time: 0.0000000000, propagate_forward_time: 14.1003456116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6451396942
validation[          , genome  6684] predictions:    9755/  10000 (97.55%), best:    9790/10000 (97.90%), error:       809.30786, best error:       676.48474 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 183.4982452393s, input_fired_time: 1.9179351330, output_fired_time: 1.7230582237, propagate_forward_time: 69.9648742676, propagate_backward_time: 106.1412353516, weight_update_time: 0.2228658944, other_time: 3.7511444092
epoch time: 14.7233190536s, input_fired_time: 0.2373197228, output_fired_time: 0.0000000000, propagate_forward_time: 13.8594989777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6265001297
validation[          , genome  6684] predictions:    9769/  10000 (97.69%), best:    9790/10000 (97.90%), error:       805.27625, best error:       676.48474 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 183.8451995850s, input_fired_time: 1.9180889130, output_fired_time: 1.7283443213, propagate_forward_time: 69.9231414795, propagate_backward_time: 106.5301361084, weight_update_time: 0.2244730890, other_time: 3.7454833984
epoch time: 15.0435895920s, input_fired_time: 0.2432148904, output_fired_time: 0.0000000000, propagate_forward_time: 14.1437358856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6566390991
validation[          , genome  6684] predictions:    9791/  10000 (97.91%), best:    9790/10000 (97.90%), error:       733.82904, best error:       676.48474 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 184.1211547852s, input_fired_time: 1.9183809757, output_fired_time: 1.7326136827, propagate_forward_time: 70.1570892334, propagate_backward_time: 106.5516738892, weight_update_time: 0.2241617888, other_time: 3.7613906860
epoch time: 15.0950117111s, input_fired_time: 0.2495165765, output_fired_time: 0.0000000000, propagate_forward_time: 14.1752147675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6702804565
validation[          , genome  6684] predictions:    9775/  10000 (97.75%), best:    9790/10000 (97.90%), error:       725.91473, best error:       676.48474 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 184.1286773682s, input_fired_time: 1.9218790531, output_fired_time: 1.7292981148, propagate_forward_time: 70.1364898682, propagate_backward_time: 106.5839157104, weight_update_time: 0.2239191532, other_time: 3.7571029663
epoch time: 14.9415159225s, input_fired_time: 0.2431724072, output_fired_time: 0.0000000000, propagate_forward_time: 14.0418128967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6565303802
validation[          , genome  6684] predictions:    9763/  10000 (97.63%), best:    9790/10000 (97.90%), error:       782.76288, best error:       676.48474 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 184.3101654053s, input_fired_time: 1.9202321768, output_fired_time: 1.7309074402, propagate_forward_time: 70.2162399292, propagate_backward_time: 106.6846923828, weight_update_time: 0.2229954451, other_time: 3.7580947876
epoch time: 15.0851421356s, input_fired_time: 0.2437146008, output_fired_time: 0.0000000000, propagate_forward_time: 14.1952781677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6461496353
validation[          , genome  6684] predictions:    9783/  10000 (97.83%), best:    9790/10000 (97.90%), error:       731.15454, best error:       676.48474 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 184.2307586670s, input_fired_time: 1.9146227837, output_fired_time: 1.7305052280, propagate_forward_time: 70.1816253662, propagate_backward_time: 106.6933135986, weight_update_time: 0.2224153727, other_time: 3.7106933594
epoch time: 14.7721281052s, input_fired_time: 0.2383458167, output_fired_time: 0.0000000000, propagate_forward_time: 13.8994741440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6343078613
validation[          , genome  6684] predictions:    9778/  10000 (97.78%), best:    9790/10000 (97.90%), error:       775.16302, best error:       676.48474 on epoch:    28, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 184.4390869141s, input_fired_time: 1.9348200560, output_fired_time: 1.7399694920, propagate_forward_time: 70.2703933716, propagate_backward_time: 106.7033462524, weight_update_time: 0.2249215841, other_time: 3.7905578613
epoch time: 14.8959865570s, input_fired_time: 0.2464271635, output_fired_time: 0.0000000000, propagate_forward_time: 13.9729509354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6766080856
validation[          , genome  6684] predictions:    9769/  10000 (97.69%), best:    9790/10000 (97.90%), error:       729.33270, best error:       676.48474 on epoch:    28, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 185.3661346436s, input_fired_time: 1.9250192642, output_fired_time: 1.7428582907, propagate_forward_time: 70.5638732910, propagate_backward_time: 107.3961181641, weight_update_time: 0.2229243219, other_time: 3.7382659912
epoch time: 14.0543842316s, input_fired_time: 0.2286556214, output_fired_time: 0.0000000000, propagate_forward_time: 13.2179479599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6077804565
validation[          , genome  6684] predictions:    9786/  10000 (97.86%), best:    9790/10000 (97.90%), error:       707.99945, best error:       676.48474 on epoch:    28, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 184.1412200928s, input_fired_time: 1.9226145744, output_fired_time: 1.7377235889, propagate_forward_time: 70.1020965576, propagate_backward_time: 106.6515960693, weight_update_time: 0.2227507532, other_time: 3.7272033691
epoch time: 14.8682508469s, input_fired_time: 0.2427909374, output_fired_time: 0.0000000000, propagate_forward_time: 13.9714307785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6540288925
validation[          , genome  6684] predictions:    9772/  10000 (97.72%), best:    9790/10000 (97.90%), error:       762.91919, best error:       676.48474 on epoch:    28, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 184.7926635742s, input_fired_time: 1.9184209108, output_fired_time: 1.7351762056, propagate_forward_time: 70.3503417969, propagate_backward_time: 107.0573120117, weight_update_time: 0.2221072018, other_time: 3.7313995361
epoch time: 14.9644308090s, input_fired_time: 0.2445578575, output_fired_time: 0.0000000000, propagate_forward_time: 14.0694999695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6503734589
validation[          , genome  6684] predictions:    9771/  10000 (97.71%), best:    9790/10000 (97.90%), error:       796.46442, best error:       676.48474 on epoch:    28, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 184.7106475830s, input_fired_time: 1.9238090515, output_fired_time: 1.7388254404, propagate_forward_time: 70.2506484985, propagate_backward_time: 107.0317001343, weight_update_time: 0.2246497124, other_time: 3.7656555176
epoch time: 15.0642089844s, input_fired_time: 0.2465116531, output_fired_time: 0.0000000000, propagate_forward_time: 14.1528663635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6648311615
validation[          , genome  6684] predictions:    9784/  10000 (97.84%), best:    9790/10000 (97.90%), error:       705.70868, best error:       676.48474 on epoch:    28, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 184.0971984863s, input_fired_time: 1.9265168905, output_fired_time: 1.7334272861, propagate_forward_time: 70.1170883179, propagate_backward_time: 106.5456390381, weight_update_time: 0.2235208601, other_time: 3.7745285034
epoch time: 14.8796968460s, input_fired_time: 0.2421913743, output_fired_time: 0.0000000000, propagate_forward_time: 13.9954042435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6421012878
validation[          , genome  6684] predictions:    9761/  10000 (97.61%), best:    9790/10000 (97.90%), error:       791.47235, best error:       676.48474 on epoch:    28, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 184.3933715820s, input_fired_time: 1.9259980917, output_fired_time: 1.7322170734, propagate_forward_time: 70.1898422241, propagate_backward_time: 106.8161315918, weight_update_time: 0.2219765633, other_time: 3.7291793823
epoch time: 14.9690351486s, input_fired_time: 0.2417930961, output_fired_time: 0.0000000000, propagate_forward_time: 14.0896816254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6375608444
validation[          , genome  6684] predictions:    9774/  10000 (97.74%), best:    9790/10000 (97.90%), error:       748.31396, best error:       676.48474 on epoch:    28, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 184.2321777344s, input_fired_time: 1.9332526922, output_fired_time: 1.7262467146, propagate_forward_time: 70.0798110962, propagate_backward_time: 106.7628402710, weight_update_time: 0.2212510407, other_time: 3.7300262451
epoch time: 14.9236183167s, input_fired_time: 0.2428666800, output_fired_time: 0.0000000000, propagate_forward_time: 14.0387268066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6420249939
validation[          , genome  6684] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       689.79791, best error:       676.48474 on epoch:    28, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 185.1373443604s, input_fired_time: 1.9389965534, output_fired_time: 1.7376337051, propagate_forward_time: 70.4934692383, propagate_backward_time: 107.2082519531, weight_update_time: 0.2232370973, other_time: 3.7589874268
epoch time: 14.8620929718s, input_fired_time: 0.2436582595, output_fired_time: 0.0000000000, propagate_forward_time: 13.9641141891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6543207169
validation[          , genome  6684] predictions:    9801/  10000 (98.01%), best:    9790/10000 (97.90%), error:       690.57312, best error:       676.48474 on epoch:    28, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 184.0790252686s, input_fired_time: 1.9263908863, output_fired_time: 1.7358469963, propagate_forward_time: 70.1054382324, propagate_backward_time: 106.5547637939, weight_update_time: 0.2233159989, other_time: 3.7565917969
epoch time: 15.0782175064s, input_fired_time: 0.2443387210, output_fired_time: 0.0000000000, propagate_forward_time: 14.1936702728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6402082443
validation[          , genome  6684] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       639.15912, best error:       639.15912 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 184.8658294678s, input_fired_time: 1.9287097454, output_fired_time: 1.7377686501, propagate_forward_time: 70.4303054810, propagate_backward_time: 107.0407791138, weight_update_time: 0.2226294130, other_time: 3.7282714844
epoch time: 14.9895639420s, input_fired_time: 0.2438231409, output_fired_time: 0.0000000000, propagate_forward_time: 14.0972642899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6484766006
validation[          , genome  6684] predictions:    9781/  10000 (97.81%), best:    9805/10000 (98.05%), error:       732.42474, best error:       639.15912 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 184.1216735840s, input_fired_time: 1.9199997187, output_fired_time: 1.7254040241, propagate_forward_time: 70.0740356445, propagate_backward_time: 106.7111358643, weight_update_time: 0.2197565138, other_time: 3.6911010742
epoch time: 15.1196250916s, input_fired_time: 0.2442158759, output_fired_time: 0.0000000000, propagate_forward_time: 14.2388954163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6365137100
validation[          , genome  6684] predictions:    9803/  10000 (98.03%), best:    9805/10000 (98.05%), error:       702.74872, best error:       639.15912 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 185.2386169434s, input_fired_time: 1.9458836317, output_fired_time: 1.7415678501, propagate_forward_time: 70.5102767944, propagate_backward_time: 107.2604141235, weight_update_time: 0.2269557714, other_time: 3.7804870605
epoch time: 14.8977556229s, input_fired_time: 0.2422722876, output_fired_time: 0.0000000000, propagate_forward_time: 14.0146780014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6408052444
validation[          , genome  6684] predictions:    9796/  10000 (97.96%), best:    9805/10000 (98.05%), error:       674.24329, best error:       639.15912 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 184.7735290527s, input_fired_time: 1.9318426847, output_fired_time: 1.7342208624, propagate_forward_time: 70.3401336670, propagate_backward_time: 107.0176773071, weight_update_time: 0.2221296579, other_time: 3.7496566772
epoch time: 14.9778928757s, input_fired_time: 0.2479201704, output_fired_time: 0.0000000000, propagate_forward_time: 14.0584697723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6715030670
validation[          , genome  6684] predictions:    9797/  10000 (97.97%), best:    9805/10000 (98.05%), error:       673.26416, best error:       639.15912 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 183.3979034424s, input_fired_time: 1.9224652052, output_fired_time: 1.7139513493, propagate_forward_time: 69.7395248413, propagate_backward_time: 106.3210754395, weight_update_time: 0.2185661793, other_time: 3.7008743286
epoch time: 15.0381488800s, input_fired_time: 0.2419235855, output_fired_time: 0.0000000000, propagate_forward_time: 14.1653547287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6308708191
validation[          , genome  6684] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       634.85077, best error:       634.85077 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 183.9968719482s, input_fired_time: 1.9287933111, output_fired_time: 1.7272032499, propagate_forward_time: 70.0453872681, propagate_backward_time: 106.5551681519, weight_update_time: 0.2219448090, other_time: 3.7403259277
epoch time: 14.8959589005s, input_fired_time: 0.2402396500, output_fired_time: 0.0000000000, propagate_forward_time: 14.0229473114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6327714920
validation[          , genome  6684] predictions:    9747/  10000 (97.47%), best:    9809/10000 (98.09%), error:       829.65051, best error:       634.85077 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 184.9683074951s, input_fired_time: 1.9351867437, output_fired_time: 1.7370088100, propagate_forward_time: 70.4411926270, propagate_backward_time: 107.1090927124, weight_update_time: 0.2220016718, other_time: 3.7458267212
epoch time: 15.1158475876s, input_fired_time: 0.2482263446, output_fired_time: 0.0000000000, propagate_forward_time: 14.2079839706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6596374512
validation[          , genome  6684] predictions:    9773/  10000 (97.73%), best:    9809/10000 (98.09%), error:       756.02582, best error:       634.85077 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 183.8295898438s, input_fired_time: 1.9296926260, output_fired_time: 1.7224260569, propagate_forward_time: 70.0619964600, propagate_backward_time: 106.3846817017, weight_update_time: 0.2216248214, other_time: 3.7307968140
epoch time: 14.9863586426s, input_fired_time: 0.2446407974, output_fired_time: 0.0000000000, propagate_forward_time: 14.0959119797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6458063126
validation[          , genome  6684] predictions:    9798/  10000 (97.98%), best:    9809/10000 (98.09%), error:       692.28754, best error:       634.85077 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 184.3627929688s, input_fired_time: 1.9263676405, output_fired_time: 1.7293900251, propagate_forward_time: 70.2518005371, propagate_backward_time: 106.7611236572, weight_update_time: 0.2193361819, other_time: 3.6941223145
epoch time: 14.9935417175s, input_fired_time: 0.2455285788, output_fired_time: 0.0000000000, propagate_forward_time: 14.0939245224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6540889740
validation[          , genome  6684] predictions:    9801/  10000 (98.01%), best:    9809/10000 (98.09%), error:       696.13892, best error:       634.85077 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 184.4075012207s, input_fired_time: 1.9329006672, output_fired_time: 1.7297868729, propagate_forward_time: 70.1327590942, propagate_backward_time: 106.8963470459, weight_update_time: 0.2204482555, other_time: 3.7157058716
epoch time: 14.7889986038s, input_fired_time: 0.2429901212, output_fired_time: 0.0000000000, propagate_forward_time: 13.9083538055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6376543045
validation[          , genome  6684] predictions:    9791/  10000 (97.91%), best:    9809/10000 (98.09%), error:       713.01770, best error:       634.85077 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 185.0361022949s, input_fired_time: 1.9256173372, output_fired_time: 1.7337930202, propagate_forward_time: 70.4783020020, propagate_backward_time: 107.2212982178, weight_update_time: 0.2189936042, other_time: 3.6770935059
epoch time: 14.9544963837s, input_fired_time: 0.2462766320, output_fired_time: 0.0000000000, propagate_forward_time: 14.0573902130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6508293152
validation[          , genome  6684] predictions:    9783/  10000 (97.83%), best:    9809/10000 (98.09%), error:       714.12299, best error:       634.85077 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 184.8721008301s, input_fired_time: 1.9329506159, output_fired_time: 1.7271251678, propagate_forward_time: 70.2307128906, propagate_backward_time: 107.2607116699, weight_update_time: 0.2219038457, other_time: 3.7205963135
epoch time: 14.9060564041s, input_fired_time: 0.2431375235, output_fired_time: 0.0000000000, propagate_forward_time: 14.0125083923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6504106522
validation[          , genome  6684] predictions:    9579/  10000 (95.79%), best:    9809/10000 (98.09%), error:      1285.93298, best error:       634.85077 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 184.0267944336s, input_fired_time: 1.9337005615, output_fired_time: 1.7298905849, propagate_forward_time: 69.9901733398, propagate_backward_time: 106.6414184570, weight_update_time: 0.2200868279, other_time: 3.7316131592
epoch time: 14.9522018433s, input_fired_time: 0.2454113811, output_fired_time: 0.0000000000, propagate_forward_time: 14.0636034012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6431875229
validation[          , genome  6684] predictions:    9793/  10000 (97.93%), best:    9809/10000 (98.09%), error:       693.79150, best error:       634.85077 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 183.7139587402s, input_fired_time: 1.9293143749, output_fired_time: 1.7267799377, propagate_forward_time: 69.8975448608, propagate_backward_time: 106.4536285400, weight_update_time: 0.2203478664, other_time: 3.7066879272
epoch time: 14.9215030670s, input_fired_time: 0.2435978353, output_fired_time: 0.0000000000, propagate_forward_time: 14.0320768356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6458282471
validation[          , genome  6684] predictions:    9806/  10000 (98.06%), best:    9809/10000 (98.09%), error:       666.13287, best error:       634.85077 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 185.1304473877s, input_fired_time: 1.9396280050, output_fired_time: 1.7318381071, propagate_forward_time: 70.5957412720, propagate_backward_time: 107.1341781616, weight_update_time: 0.2217056900, other_time: 3.7290649414
epoch time: 14.9902973175s, input_fired_time: 0.2487767637, output_fired_time: 0.0000000000, propagate_forward_time: 14.0926752090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6488456726
validation[          , genome  6684] predictions:    9804/  10000 (98.04%), best:    9809/10000 (98.09%), error:       675.50458, best error:       634.85077 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 184.3476104736s, input_fired_time: 1.9308648109, output_fired_time: 1.7260990143, propagate_forward_time: 70.1630477905, propagate_backward_time: 106.8322677612, weight_update_time: 0.2201851606, other_time: 3.6953277588
epoch time: 15.0012197495s, input_fired_time: 0.2502973676, output_fired_time: 0.0000000000, propagate_forward_time: 14.0972385406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6536836624
validation[          , genome  6684] predictions:    9789/  10000 (97.89%), best:    9809/10000 (98.09%), error:       738.22931, best error:       634.85077 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 184.3193206787s, input_fired_time: 1.9347056150, output_fired_time: 1.7278975248, propagate_forward_time: 70.0150070190, propagate_backward_time: 106.9173736572, weight_update_time: 0.2211486697, other_time: 3.7243423462
epoch time: 14.8285474777s, input_fired_time: 0.2444871813, output_fired_time: 0.0000000000, propagate_forward_time: 13.9390935898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6449670792
validation[          , genome  6684] predictions:    9807/  10000 (98.07%), best:    9809/10000 (98.09%), error:       655.12115, best error:       634.85077 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 182.2585754395s, input_fired_time: 1.9154253006, output_fired_time: 1.7035384178, propagate_forward_time: 69.3113861084, propagate_backward_time: 105.7123107910, weight_update_time: 0.2147932649, other_time: 3.6159210205
epoch time: 15.0030574799s, input_fired_time: 0.2470107973, output_fired_time: 0.0000000000, propagate_forward_time: 14.1070747375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6489715576
validation[          , genome  6684] predictions:    9787/  10000 (97.87%), best:    9809/10000 (98.09%), error:       721.48859, best error:       634.85077 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 184.6494903564s, input_fired_time: 1.9353871346, output_fired_time: 1.7240812778, propagate_forward_time: 70.2671966553, propagate_backward_time: 107.0398178101, weight_update_time: 0.2187842280, other_time: 3.6830062866
epoch time: 15.0825328827s, input_fired_time: 0.2456335425, output_fired_time: 0.0000000000, propagate_forward_time: 14.2021036148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6347961426
validation[          , genome  6684] predictions:    9800/  10000 (98.00%), best:    9809/10000 (98.09%), error:       695.76947, best error:       634.85077 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 183.3662719727s, input_fired_time: 1.9223916531, output_fired_time: 1.7150120735, propagate_forward_time: 69.7390899658, propagate_backward_time: 106.3256301880, weight_update_time: 0.2174930722, other_time: 3.6641464233
epoch time: 15.0436897278s, input_fired_time: 0.2464394867, output_fired_time: 0.0000000000, propagate_forward_time: 14.1539211273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6433286667
validation[          , genome  6684] predictions:    9789/  10000 (97.89%), best:    9809/10000 (98.09%), error:       730.16083, best error:       634.85077 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 183.8312988281s, input_fired_time: 1.9286001921, output_fired_time: 1.7173612118, propagate_forward_time: 69.9737701416, propagate_backward_time: 106.5216445923, weight_update_time: 0.2191641629, other_time: 3.6899185181
epoch time: 15.0388345718s, input_fired_time: 0.2483405322, output_fired_time: 0.0000000000, propagate_forward_time: 14.1438007355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6466932297
validation[          , genome  6684] predictions:    9792/  10000 (97.92%), best:    9809/10000 (98.09%), error:       718.85040, best error:       634.85077 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 184.1469726563s, input_fired_time: 1.9351477623, output_fired_time: 1.7206163406, propagate_forward_time: 70.0447616577, propagate_backward_time: 106.7487106323, weight_update_time: 0.2200273871, other_time: 3.6977386475
epoch time: 14.9037723541s, input_fired_time: 0.2417956144, output_fired_time: 0.0000000000, propagate_forward_time: 14.0428609848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6191158295
validation[          , genome  6684] predictions:    9799/  10000 (97.99%), best:    9809/10000 (98.09%), error:       679.82379, best error:       634.85077 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 183.7483062744s, input_fired_time: 1.9234503508, output_fired_time: 1.7215756178, propagate_forward_time: 70.0863876343, propagate_backward_time: 106.3535690308, weight_update_time: 0.2175825685, other_time: 3.6633300781
epoch time: 14.8324375153s, input_fired_time: 0.2397767901, output_fired_time: 0.0000000000, propagate_forward_time: 13.9769983292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6156625748
validation[          , genome  6684] predictions:    9791/  10000 (97.91%), best:    9809/10000 (98.09%), error:       714.63336, best error:       634.85077 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 183.8984680176s, input_fired_time: 1.9275407791, output_fired_time: 1.7171827555, propagate_forward_time: 70.0652923584, propagate_backward_time: 106.4972763062, weight_update_time: 0.2182098180, other_time: 3.6911849976
epoch time: 14.9264202118s, input_fired_time: 0.2462489605, output_fired_time: 0.0000000000, propagate_forward_time: 14.0425806046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6375904083
validation[          , genome  6684] predictions:    9799/  10000 (97.99%), best:    9809/10000 (98.09%), error:       689.05817, best error:       634.85077 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 185.5142822266s, input_fired_time: 1.9380860329, output_fired_time: 1.7321785688, propagate_forward_time: 70.6979370117, propagate_backward_time: 107.4685745239, weight_update_time: 0.2185400873, other_time: 3.6775131226
epoch time: 14.8651523590s, input_fired_time: 0.2454594523, output_fired_time: 0.0000000000, propagate_forward_time: 13.9711589813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6485338211
validation[          , genome  6684] predictions:    9813/  10000 (98.13%), best:    9813/10000 (98.13%), error:       629.89948, best error:       629.89948 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 183.9935760498s, input_fired_time: 1.9281888008, output_fired_time: 1.7154655457, propagate_forward_time: 70.1275558472, propagate_backward_time: 106.5639953613, weight_update_time: 0.2182538658, other_time: 3.6583633423
epoch time: 15.0745172501s, input_fired_time: 0.2500531375, output_fired_time: 0.0000000000, propagate_forward_time: 14.1696557999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6548080444
validation[          , genome  6684] predictions:    9785/  10000 (97.85%), best:    9813/10000 (98.13%), error:       715.61871, best error:       629.89948 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 183.9800415039s, input_fired_time: 1.9318921566, output_fired_time: 1.7196134329, propagate_forward_time: 69.9786682129, propagate_backward_time: 106.6656265259, weight_update_time: 0.2188334018, other_time: 3.6842422485
epoch time: 13.7456617355s, input_fired_time: 0.2292336673, output_fired_time: 0.0000000000, propagate_forward_time: 12.9242401123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5921878815
validation[          , genome  6684] predictions:    9791/  10000 (97.91%), best:    9813/10000 (98.13%), error:       694.06140, best error:       629.89948 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 184.8535308838s, input_fired_time: 1.9291149378, output_fired_time: 1.7261067629, propagate_forward_time: 70.4606781006, propagate_backward_time: 107.1224899292, weight_update_time: 0.2171233743, other_time: 3.6151504517
epoch time: 14.9532880783s, input_fired_time: 0.2489850819, output_fired_time: 0.0000000000, propagate_forward_time: 14.0480194092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6562833786
validation[          , genome  6684] predictions:    9807/  10000 (98.07%), best:    9813/10000 (98.13%), error:       671.40424, best error:       629.89948 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 184.2272491455s, input_fired_time: 1.9307557344, output_fired_time: 1.7247852087, propagate_forward_time: 70.2762680054, propagate_backward_time: 106.6414337158, weight_update_time: 0.2162980288, other_time: 3.6539993286
epoch time: 15.0542964935s, input_fired_time: 0.2484192997, output_fired_time: 0.0000000000, propagate_forward_time: 14.1551551819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6507215500
validation[          , genome  6684] predictions:    9774/  10000 (97.74%), best:    9813/10000 (98.13%), error:       736.04327, best error:       629.89948 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 184.5599975586s, input_fired_time: 1.9331629276, output_fired_time: 1.7217327356, propagate_forward_time: 70.3623962402, propagate_backward_time: 106.8710632324, weight_update_time: 0.2184289843, other_time: 3.6716461182
epoch time: 15.0528297424s, input_fired_time: 0.2515261471, output_fired_time: 0.0000000000, propagate_forward_time: 14.1317052841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6695985794
validation[          , genome  6684] predictions:    9805/  10000 (98.05%), best:    9813/10000 (98.13%), error:       648.12677, best error:       629.89948 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 183.9802246094s, input_fired_time: 1.9281932116, output_fired_time: 1.7191706896, propagate_forward_time: 70.0643234253, propagate_backward_time: 106.6362228394, weight_update_time: 0.2164178491, other_time: 3.6323089600
epoch time: 14.9932212830s, input_fired_time: 0.2487618774, output_fired_time: 0.0000000000, propagate_forward_time: 14.0866308212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6578283310
validation[          , genome  6684] predictions:    9794/  10000 (97.94%), best:    9813/10000 (98.13%), error:       703.03815, best error:       629.89948 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 183.8377075195s, input_fired_time: 1.9324613810, output_fired_time: 1.7160021067, propagate_forward_time: 70.0371093750, propagate_backward_time: 106.5140609741, weight_update_time: 0.2153866440, other_time: 3.6380691528
epoch time: 14.7574825287s, input_fired_time: 0.2438123822, output_fired_time: 0.0000000000, propagate_forward_time: 13.8770904541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6365795135
validation[          , genome  6684] predictions:    9787/  10000 (97.87%), best:    9813/10000 (98.13%), error:       748.96924, best error:       629.89948 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 182.6749572754s, input_fired_time: 1.9246681929, output_fired_time: 1.7002444267, propagate_forward_time: 69.4707565308, propagate_backward_time: 105.9625091553, weight_update_time: 0.2151204348, other_time: 3.6167831421
epoch time: 14.2541370392s, input_fired_time: 0.2380820662, output_fired_time: 0.0000000000, propagate_forward_time: 13.3987560272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6172990799
validation[          , genome  6684] predictions:    9805/  10000 (98.05%), best:    9813/10000 (98.13%), error:       641.02118, best error:       629.89948 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 183.9615936279s, input_fired_time: 1.9321682453, output_fired_time: 1.7182062864, propagate_forward_time: 70.0103454590, propagate_backward_time: 106.6549606323, weight_update_time: 0.2158561498, other_time: 3.6459121704
epoch time: 15.0115594864s, input_fired_time: 0.2468643785, output_fired_time: 0.0000000000, propagate_forward_time: 14.1276607513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6370344162
validation[          , genome  6684] predictions:    9791/  10000 (97.91%), best:    9813/10000 (98.13%), error:       696.37177, best error:       629.89948 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 184.2888793945s, input_fired_time: 1.9273555279, output_fired_time: 1.7190747261, propagate_forward_time: 70.2938842773, propagate_backward_time: 106.7682723999, weight_update_time: 0.2147599161, other_time: 3.5802993774
epoch time: 15.0063924789s, input_fired_time: 0.2450503856, output_fired_time: 0.0000000000, propagate_forward_time: 14.1378087997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6235332489
validation[          , genome  6684] predictions:    9797/  10000 (97.97%), best:    9813/10000 (98.13%), error:       682.27008, best error:       629.89948 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 183.2766571045s, input_fired_time: 1.9258005619, output_fired_time: 1.7051230669, propagate_forward_time: 69.7080307007, propagate_backward_time: 106.3150329590, weight_update_time: 0.2140656859, other_time: 3.6226730347
epoch time: 15.0689630508s, input_fired_time: 0.2487168163, output_fired_time: 0.0000000000, propagate_forward_time: 14.1790819168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6411647797
validation[          , genome  6684] predictions:    9765/  10000 (97.65%), best:    9813/10000 (98.13%), error:       816.56470, best error:       629.89948 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 184.6335601807s, input_fired_time: 1.9240169525, output_fired_time: 1.7191481590, propagate_forward_time: 70.2691726685, propagate_backward_time: 107.1372070313, weight_update_time: 0.2138752043, other_time: 3.5840225220
epoch time: 14.5618925095s, input_fired_time: 0.2381634861, output_fired_time: 0.0000000000, propagate_forward_time: 13.7135534286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6101751328
validation[          , genome  6684] predictions:    9805/  10000 (98.05%), best:    9813/10000 (98.13%), error:       676.53802, best error:       629.89948 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 183.6474151611s, input_fired_time: 1.9279237986, output_fired_time: 1.7137066126, propagate_forward_time: 69.9094085693, propagate_backward_time: 106.4812545776, weight_update_time: 0.2139320672, other_time: 3.6151351929
epoch time: 15.0219993591s, input_fired_time: 0.2454179674, output_fired_time: 0.0000000000, propagate_forward_time: 14.1452388763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6313428879
validation[          , genome  6684] predictions:    9783/  10000 (97.83%), best:    9813/10000 (98.13%), error:       736.05139, best error:       629.89948 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 182.8142395020s, input_fired_time: 1.9143368006, output_fired_time: 1.6980243921, propagate_forward_time: 69.5635986328, propagate_backward_time: 106.0974426270, weight_update_time: 0.2107996047, other_time: 3.5408325195
epoch time: 15.0491666794s, input_fired_time: 0.2446602583, output_fired_time: 0.0000000000, propagate_forward_time: 14.1834325790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6210737228
validation[          , genome  6684] predictions:    9796/  10000 (97.96%), best:    9813/10000 (98.13%), error:       654.93054, best error:       629.89948 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 184.1321716309s, input_fired_time: 1.9367179871, output_fired_time: 1.7150244713, propagate_forward_time: 70.1571350098, propagate_backward_time: 106.7196273804, weight_update_time: 0.2144968212, other_time: 3.6036605835
epoch time: 14.8716545105s, input_fired_time: 0.2457379401, output_fired_time: 0.0000000000, propagate_forward_time: 13.9955234528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6303930283
validation[          , genome  6684] predictions:    9823/  10000 (98.23%), best:    9813/10000 (98.13%), error:       657.41791, best error:       629.89948 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 183.9595336914s, input_fired_time: 1.9326020479, output_fired_time: 1.7185548544, propagate_forward_time: 70.0993576050, propagate_backward_time: 106.5936050415, weight_update_time: 0.2153319120, other_time: 3.6154174805
epoch time: 15.1283073425s, input_fired_time: 0.2441805154, output_fired_time: 0.0000000000, propagate_forward_time: 14.2738618851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6102647781
validation[          , genome  6684] predictions:    9814/  10000 (98.14%), best:    9813/10000 (98.13%), error:       653.68433, best error:       629.89948 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 184.2387542725s, input_fired_time: 1.9394707680, output_fired_time: 1.7152984142, propagate_forward_time: 70.1723632813, propagate_backward_time: 106.7595367432, weight_update_time: 0.2166154385, other_time: 3.6520843506
epoch time: 13.5960674286s, input_fired_time: 0.2284738570, output_fired_time: 0.0000000000, propagate_forward_time: 12.7745132446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5930805206
validation[          , genome  6684] predictions:    9798/  10000 (97.98%), best:    9813/10000 (98.13%), error:       667.14294, best error:       629.89948 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 184.0029144287s, input_fired_time: 1.9249269962, output_fired_time: 1.7113356590, propagate_forward_time: 70.2288589478, propagate_backward_time: 106.5954437256, weight_update_time: 0.2116659433, other_time: 3.5423507690
epoch time: 14.7461299896s, input_fired_time: 0.2434969842, output_fired_time: 0.0000000000, propagate_forward_time: 13.8791713715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6234617233
validation[          , genome  6684] predictions:    9758/  10000 (97.58%), best:    9813/10000 (98.13%), error:       818.10767, best error:       629.89948 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 184.1345520020s, input_fired_time: 1.9323500395, output_fired_time: 1.7132443190, propagate_forward_time: 70.0920104980, propagate_backward_time: 106.7943572998, weight_update_time: 0.2137589753, other_time: 3.6026000977
epoch time: 14.8909006119s, input_fired_time: 0.2447452098, output_fired_time: 0.0000000000, propagate_forward_time: 14.0214328766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6247224808
validation[          , genome  6684] predictions:    9815/  10000 (98.15%), best:    9813/10000 (98.13%), error:       642.16406, best error:       629.89948 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 182.3072052002s, input_fired_time: 1.9175250530, output_fired_time: 1.6965277195, propagate_forward_time: 69.3707580566, propagate_backward_time: 105.7660675049, weight_update_time: 0.2121517807, other_time: 3.5563201904
epoch time: 15.0017356873s, input_fired_time: 0.2489650995, output_fired_time: 0.0000000000, propagate_forward_time: 14.1108751297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6418952942
validation[          , genome  6684] predictions:    9801/  10000 (98.01%), best:    9813/10000 (98.13%), error:       663.91132, best error:       629.89948 on epoch:    80, 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: 75.0641860962s, input_fired_time: 1.2331914902, output_fired_time: 0.0000000000, propagate_forward_time: 70.4859848022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3450088501
best training[          , genome  6684] predictions:   49830/  50000 (99.66%), best:    9813/10000 (98.13%), error:       859.38696, best error:       629.89948 on epoch:    80, 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: 15.0047740936s, input_fired_time: 0.2442608774, output_fired_time: 0.0000000000, propagate_forward_time: 14.1294307709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6310825348
   testing[          , genome  6684] predictions:    9805/  10000 (98.05%), best:    9813/10000 (98.13%), error:       567.37024, best error:       629.89948 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:16:33 (5980): called boinc_finish(0)

</stderr_txt>
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