Nameexact_genome_1512568488_43_6652_1
Workunit2604558
Created7 Dec 2017, 21:07:49 UTC
Sent7 Dec 2017, 21:14:07 UTC
Report deadline14 Dec 2017, 3:47:46 UTC
Received8 Dec 2017, 1:25:11 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53788
Run time1 hours 56 min 56 sec
CPU time1 hours 55 min 21 sec
Validate stateValid
Credit1,568.34
Device peak FLOPS3.80 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: 63.5078544617s, input_fired_time: 0.6789003611, output_fired_time: 0.4424369335, propagate_forward_time: 25.6734771729, propagate_backward_time: 34.8174247742, weight_update_time: 0.0959358141, other_time: 1.8956146240
epoch time: 5.4178843498s, input_fired_time: 0.0708997175, output_fired_time: 0.0000000000, propagate_forward_time: 5.0284996033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3184852600
validation[          , genome  6652] predictions:    9683/  10000 (96.83%), best:    9732/10000 (97.32%), error:      1036.45935, best error:       909.42761 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 63.0024795532s, input_fired_time: 0.6870759130, output_fired_time: 0.4355415702, propagate_forward_time: 25.4451045990, propagate_backward_time: 34.5588302612, weight_update_time: 0.0960161015, other_time: 1.8759231567
epoch time: 5.4020004272s, input_fired_time: 0.0692242235, output_fired_time: 0.0000000000, propagate_forward_time: 5.0156974792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3170785904
validation[          , genome  6652] predictions:    9686/  10000 (96.86%), best:    9732/10000 (97.32%), error:      1018.96265, best error:       909.42761 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 63.7969398499s, input_fired_time: 0.7018057108, output_fired_time: 0.4418168664, propagate_forward_time: 25.7401561737, propagate_backward_time: 34.9539985657, weight_update_time: 0.1022839472, other_time: 1.9591636658
epoch time: 5.6015343666s, input_fired_time: 0.0732243285, output_fired_time: 0.0000000000, propagate_forward_time: 5.1844558716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3438539505
validation[          , genome  6652] predictions:    9702/  10000 (97.02%), best:    9732/10000 (97.32%), error:      1006.03271, best error:       909.42761 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 63.4173622131s, input_fired_time: 0.6980874538, output_fired_time: 0.4419490397, propagate_forward_time: 25.6278610229, propagate_backward_time: 34.7192001343, weight_update_time: 0.0978715271, other_time: 1.9302673340
epoch time: 5.3896746635s, input_fired_time: 0.0700313225, output_fired_time: 0.0000000000, propagate_forward_time: 5.0038743019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3157691956
validation[          , genome  6652] predictions:    9733/  10000 (97.33%), best:    9732/10000 (97.32%), error:       921.51703, best error:       909.42761 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 63.4620132446s, input_fired_time: 0.6884036064, output_fired_time: 0.4472661614, propagate_forward_time: 25.6019344330, propagate_backward_time: 34.7997093201, weight_update_time: 0.0971498936, other_time: 1.9247016907
epoch time: 5.4462752342s, input_fired_time: 0.0723223612, output_fired_time: 0.0000000000, propagate_forward_time: 5.0507082939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3232445717
validation[          , genome  6652] predictions:    9723/  10000 (97.23%), best:    9732/10000 (97.32%), error:       912.25342, best error:       909.42761 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 63.1471138000s, input_fired_time: 0.7035416961, output_fired_time: 0.4395447373, propagate_forward_time: 25.4620227814, propagate_backward_time: 34.6280479431, weight_update_time: 0.0971322730, other_time: 1.9139595032
epoch time: 5.5946474075s, input_fired_time: 0.0742074102, output_fired_time: 0.0000000000, propagate_forward_time: 5.1931099892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3273301125
validation[          , genome  6652] predictions:    9713/  10000 (97.13%), best:    9732/10000 (97.32%), error:       979.59351, best error:       909.42761 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 63.8412551880s, input_fired_time: 0.6963439584, output_fired_time: 0.4395537674, propagate_forward_time: 25.8554916382, propagate_backward_time: 34.9290046692, weight_update_time: 0.0969127119, other_time: 1.9208641052
epoch time: 5.5757951736s, input_fired_time: 0.0788114145, output_fired_time: 0.0000000000, propagate_forward_time: 5.1587557793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3382277489
validation[          , genome  6652] predictions:    9700/  10000 (97.00%), best:    9732/10000 (97.32%), error:       969.22144, best error:       909.42761 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 63.6878662109s, input_fired_time: 0.7146009803, output_fired_time: 0.4490550160, propagate_forward_time: 25.7401046753, propagate_backward_time: 34.8563194275, weight_update_time: 0.0979281664, other_time: 1.9277877808
epoch time: 5.5160007477s, input_fired_time: 0.0726695806, output_fired_time: 0.0000000000, propagate_forward_time: 5.1210255623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3223056793
validation[          , genome  6652] predictions:    9706/  10000 (97.06%), best:    9732/10000 (97.32%), error:       947.02582, best error:       909.42761 on epoch:    11, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 63.4096183777s, input_fired_time: 0.7227439880, output_fired_time: 0.4393344820, propagate_forward_time: 25.6755180359, propagate_backward_time: 34.6602897644, weight_update_time: 0.0975323766, other_time: 1.9117317200
epoch time: 5.3995847702s, input_fired_time: 0.0715022981, output_fired_time: 0.0000000000, propagate_forward_time: 5.0088028908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192796707
validation[          , genome  6652] predictions:    9714/  10000 (97.14%), best:    9732/10000 (97.32%), error:       916.69031, best error:       909.42761 on epoch:    11, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 63.6444396973s, input_fired_time: 0.6934943199, output_fired_time: 0.4467378855, propagate_forward_time: 25.7604541779, propagate_backward_time: 34.8385620117, weight_update_time: 0.0966348872, other_time: 1.9051895142
epoch time: 5.6126651764s, input_fired_time: 0.0744301975, output_fired_time: 0.0000000000, propagate_forward_time: 5.2122745514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3259606361
validation[          , genome  6652] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       878.71301, best error:       878.71301 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 63.6908035278s, input_fired_time: 0.7225016952, output_fired_time: 0.4781888127, propagate_forward_time: 25.6252460480, propagate_backward_time: 34.9365081787, weight_update_time: 0.0972115770, other_time: 1.9283599854
epoch time: 5.4766182899s, input_fired_time: 0.0742525086, output_fired_time: 0.0000000000, propagate_forward_time: 5.0773048401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3250608444
validation[          , genome  6652] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       897.15039, best error:       878.71301 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 63.4020500183s, input_fired_time: 0.7092827559, output_fired_time: 0.4622277915, propagate_forward_time: 25.5066432953, propagate_backward_time: 34.8010597229, weight_update_time: 0.0975186005, other_time: 1.9228401184
epoch time: 5.5828933716s, input_fired_time: 0.0735374764, output_fired_time: 0.0000000000, propagate_forward_time: 5.1819176674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3274383545
validation[          , genome  6652] predictions:    9722/  10000 (97.22%), best:    9734/10000 (97.34%), error:       916.94501, best error:       878.71301 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 63.4110946655s, input_fired_time: 0.7016109228, output_fired_time: 0.4422880411, propagate_forward_time: 25.6102256775, propagate_backward_time: 34.7121238708, weight_update_time: 0.0976196900, other_time: 1.9448471069
epoch time: 5.4693117142s, input_fired_time: 0.0715154111, output_fired_time: 0.0000000000, propagate_forward_time: 5.0773005486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3204956055
validation[          , genome  6652] predictions:    9715/  10000 (97.15%), best:    9734/10000 (97.34%), error:       970.23529, best error:       878.71301 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 63.8049087524s, input_fired_time: 0.7218671441, output_fired_time: 0.4417561591, propagate_forward_time: 25.7520637512, propagate_backward_time: 34.9777069092, weight_update_time: 0.0974114090, other_time: 1.9115142822
epoch time: 5.5889949799s, input_fired_time: 0.0798508748, output_fired_time: 0.0000000000, propagate_forward_time: 5.1684226990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3407216072
validation[          , genome  6652] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       862.36224, best error:       862.36224 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 63.7394905090s, input_fired_time: 0.7043241858, output_fired_time: 0.4533184171, propagate_forward_time: 25.6730804443, propagate_backward_time: 34.9645576477, weight_update_time: 0.0968275219, other_time: 1.9442100525
epoch time: 5.5790629387s, input_fired_time: 0.0727917179, output_fired_time: 0.0000000000, propagate_forward_time: 5.1866827011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3195886612
validation[          , genome  6652] predictions:    9708/  10000 (97.08%), best:    9739/10000 (97.39%), error:       978.56079, best error:       862.36224 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 63.4755706787s, input_fired_time: 0.6948873997, output_fired_time: 0.4437618852, propagate_forward_time: 25.5917911530, propagate_backward_time: 34.7964706421, weight_update_time: 0.0973361060, other_time: 1.9486541748
epoch time: 5.5836687088s, input_fired_time: 0.0747344792, output_fired_time: 0.0000000000, propagate_forward_time: 5.1839547157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3249793053
validation[          , genome  6652] predictions:    9696/  10000 (96.96%), best:    9739/10000 (97.39%), error:       996.95801, best error:       862.36224 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 64.0744247437s, input_fired_time: 0.7134608030, output_fired_time: 0.4436698258, propagate_forward_time: 25.7249088287, propagate_backward_time: 35.2351531982, weight_update_time: 0.0978637412, other_time: 1.9572372437
epoch time: 5.4526658058s, input_fired_time: 0.0732157826, output_fired_time: 0.0000000000, propagate_forward_time: 5.0603375435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191123009
validation[          , genome  6652] predictions:    9719/  10000 (97.19%), best:    9739/10000 (97.39%), error:       914.51868, best error:       862.36224 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 65.1956176758s, input_fired_time: 0.7642230392, output_fired_time: 0.4758194983, propagate_forward_time: 26.2859497070, propagate_backward_time: 35.6613235474, weight_update_time: 0.1004935727, other_time: 2.0083045959
epoch time: 5.5059208870s, input_fired_time: 0.0728367418, output_fired_time: 0.0000000000, propagate_forward_time: 5.1064682007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266158104
validation[          , genome  6652] predictions:    9732/  10000 (97.32%), best:    9739/10000 (97.39%), error:       881.46326, best error:       862.36224 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 65.4046173096s, input_fired_time: 0.7244093418, output_fired_time: 0.4511945248, propagate_forward_time: 26.3462467194, propagate_backward_time: 35.8936080933, weight_update_time: 0.0996351689, other_time: 1.9891586304
epoch time: 5.4473619461s, input_fired_time: 0.0723526329, output_fired_time: 0.0000000000, propagate_forward_time: 5.0557308197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192787170
validation[          , genome  6652] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       854.43188, best error:       854.43188 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 63.0527381897s, input_fired_time: 0.6905112863, output_fired_time: 0.4389031827, propagate_forward_time: 25.4746303558, propagate_backward_time: 34.5395889282, weight_update_time: 0.0961283222, other_time: 1.9091033936
epoch time: 5.4525980949s, input_fired_time: 0.0719820336, output_fired_time: 0.0000000000, propagate_forward_time: 5.0639796257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3166365623
validation[          , genome  6652] predictions:    9717/  10000 (97.17%), best:    9734/10000 (97.34%), error:       915.59460, best error:       854.43188 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 64.3088836670s, input_fired_time: 0.7213604450, output_fired_time: 0.4478879571, propagate_forward_time: 25.9431228638, propagate_backward_time: 35.2739067078, weight_update_time: 0.0953802690, other_time: 1.9226074219
epoch time: 5.4774928093s, input_fired_time: 0.0689828545, output_fired_time: 0.0000000000, propagate_forward_time: 5.0990433693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094663620
validation[          , genome  6652] predictions:    9724/  10000 (97.24%), best:    9734/10000 (97.34%), error:       919.66351, best error:       854.43188 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 63.2566795349s, input_fired_time: 0.6862477660, output_fired_time: 0.4412310123, propagate_forward_time: 25.5419883728, propagate_backward_time: 34.6991386414, weight_update_time: 0.0944404751, other_time: 1.8880729675
epoch time: 5.4961266518s, input_fired_time: 0.0734003335, output_fired_time: 0.0000000000, propagate_forward_time: 5.1036710739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3190550804
validation[          , genome  6652] predictions:    9720/  10000 (97.20%), best:    9734/10000 (97.34%), error:       890.68433, best error:       854.43188 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 62.7131080627s, input_fired_time: 0.6849328279, output_fired_time: 0.4479528964, propagate_forward_time: 25.3545837402, propagate_backward_time: 34.3543739319, weight_update_time: 0.0969392955, other_time: 1.8712654114
epoch time: 5.4391899109s, input_fired_time: 0.0703134611, output_fired_time: 0.0000000000, propagate_forward_time: 5.0495781898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192982674
validation[          , genome  6652] predictions:    9715/  10000 (97.15%), best:    9734/10000 (97.34%), error:       929.08337, best error:       854.43188 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 62.8685531616s, input_fired_time: 0.6975402832, output_fired_time: 0.4371138215, propagate_forward_time: 25.4342918396, propagate_backward_time: 34.4275817871, weight_update_time: 0.0943917334, other_time: 1.8720245361
epoch time: 5.4347739220s, input_fired_time: 0.0718315765, output_fired_time: 0.0000000000, propagate_forward_time: 5.0453920364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3175501823
validation[          , genome  6652] predictions:    9695/  10000 (96.95%), best:    9734/10000 (97.34%), error:       983.22070, best error:       854.43188 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 63.5075798035s, input_fired_time: 0.6998526454, output_fired_time: 0.4419057369, propagate_forward_time: 25.6843109131, propagate_backward_time: 34.7906455994, weight_update_time: 0.0941100195, other_time: 1.8908653259
epoch time: 5.4753546715s, input_fired_time: 0.0734309778, output_fired_time: 0.0000000000, propagate_forward_time: 5.0842881203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3176355362
validation[          , genome  6652] predictions:    9725/  10000 (97.25%), best:    9734/10000 (97.34%), error:       904.99561, best error:       854.43188 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 63.4332275391s, input_fired_time: 0.6933910251, output_fired_time: 0.4422750473, propagate_forward_time: 25.5789432526, propagate_backward_time: 34.8138084412, weight_update_time: 0.0961218402, other_time: 1.9048118591
epoch time: 5.4652156830s, input_fired_time: 0.0700662658, output_fired_time: 0.0000000000, propagate_forward_time: 5.0874881744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076610565
validation[          , genome  6652] predictions:    9733/  10000 (97.33%), best:    9734/10000 (97.34%), error:       960.10895, best error:       854.43188 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 63.9372177124s, input_fired_time: 0.6981910467, output_fired_time: 0.4483310282, propagate_forward_time: 25.8759708405, propagate_backward_time: 35.0174713135, weight_update_time: 0.0970866084, other_time: 1.8972549438
epoch time: 6.0025258064s, input_fired_time: 0.0874285102, output_fired_time: 0.0000000000, propagate_forward_time: 5.5714015961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3436956406
validation[          , genome  6652] predictions:    9708/  10000 (97.08%), best:    9734/10000 (97.34%), error:       908.74341, best error:       854.43188 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 63.7162017822s, input_fired_time: 0.6992373466, output_fired_time: 0.4393822849, propagate_forward_time: 25.7404937744, propagate_backward_time: 34.9561424255, weight_update_time: 0.0958888233, other_time: 1.8809471130
epoch time: 5.4667634964s, input_fired_time: 0.0745414793, output_fired_time: 0.0000000000, propagate_forward_time: 5.0683450699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3238768578
validation[          , genome  6652] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       777.64746, best error:       777.64746 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 63.4493904114s, input_fired_time: 0.6889131665, output_fired_time: 0.4383494556, propagate_forward_time: 25.7107715607, propagate_backward_time: 34.7402954102, weight_update_time: 0.0959205329, other_time: 1.8710632324
epoch time: 5.5113587379s, input_fired_time: 0.0700564533, output_fired_time: 0.0000000000, propagate_forward_time: 5.1311450005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3101572990
validation[          , genome  6652] predictions:    9762/  10000 (97.62%), best:    9771/10000 (97.71%), error:       786.35638, best error:       777.64746 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 63.6403961182s, input_fired_time: 0.7213960886, output_fired_time: 0.4423595965, propagate_forward_time: 25.7482013702, propagate_backward_time: 34.8267440796, weight_update_time: 0.0961566642, other_time: 1.9016952515
epoch time: 5.6593217850s, input_fired_time: 0.0732721537, output_fired_time: 0.0000000000, propagate_forward_time: 5.2676272392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3184223175
validation[          , genome  6652] predictions:    9665/  10000 (96.65%), best:    9771/10000 (97.71%), error:      1115.96106, best error:       777.64746 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 63.3240280151s, input_fired_time: 0.7054491043, output_fired_time: 0.4661754370, propagate_forward_time: 25.5675983429, propagate_backward_time: 34.6458625793, weight_update_time: 0.0951032713, other_time: 1.9389457703
epoch time: 5.7386426926s, input_fired_time: 0.0803656951, output_fired_time: 0.0000000000, propagate_forward_time: 5.3109273911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3473496437
validation[          , genome  6652] predictions:    9722/  10000 (97.22%), best:    9771/10000 (97.71%), error:       902.44659, best error:       777.64746 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 63.7110061646s, input_fired_time: 0.7019305229, output_fired_time: 0.4396452606, propagate_forward_time: 25.8017997742, propagate_backward_time: 34.8681983948, weight_update_time: 0.0959196016, other_time: 1.8994331360
epoch time: 5.7545938492s, input_fired_time: 0.0792783499, output_fired_time: 0.0000000000, propagate_forward_time: 5.3387432098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365721703
validation[          , genome  6652] predictions:    9723/  10000 (97.23%), best:    9771/10000 (97.71%), error:       885.53241, best error:       777.64746 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 63.7494697571s, input_fired_time: 0.7126733065, output_fired_time: 0.4745263755, propagate_forward_time: 25.7325744629, propagate_backward_time: 34.9355430603, weight_update_time: 0.0950103551, other_time: 1.8941535950
epoch time: 5.4452800751s, input_fired_time: 0.0706881210, output_fired_time: 0.0000000000, propagate_forward_time: 5.0664229393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081688881
validation[          , genome  6652] predictions:    9660/  10000 (96.60%), best:    9771/10000 (97.71%), error:      1153.28992, best error:       777.64746 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 62.2852668762s, input_fired_time: 0.6831994057, output_fired_time: 0.4333697855, propagate_forward_time: 25.1925582886, propagate_backward_time: 34.1222381592, weight_update_time: 0.0938245431, other_time: 1.8539009094
epoch time: 5.5282149315s, input_fired_time: 0.0749130622, output_fired_time: 0.0000000000, propagate_forward_time: 5.1274824142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3258194923
validation[          , genome  6652] predictions:    9647/  10000 (96.47%), best:    9771/10000 (97.71%), error:      1096.00525, best error:       777.64746 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 63.2642250061s, input_fired_time: 0.6896504760, output_fired_time: 0.4423766136, propagate_forward_time: 25.5480575562, propagate_backward_time: 34.6690330505, weight_update_time: 0.0948486030, other_time: 1.9151077271
epoch time: 5.5055289268s, input_fired_time: 0.0739763454, output_fired_time: 0.0000000000, propagate_forward_time: 5.1110477448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205046654
validation[          , genome  6652] predictions:    9721/  10000 (97.21%), best:    9771/10000 (97.71%), error:       905.37982, best error:       777.64746 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 62.8105659485s, input_fired_time: 0.6952234507, output_fired_time: 0.4435519576, propagate_forward_time: 25.3588943481, propagate_backward_time: 34.4343185425, weight_update_time: 0.0933731645, other_time: 1.8785781860
epoch time: 5.3543920517s, input_fired_time: 0.0693059564, output_fired_time: 0.0000000000, propagate_forward_time: 4.9782004356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3068857193
validation[          , genome  6652] predictions:    9738/  10000 (97.38%), best:    9771/10000 (97.71%), error:       854.23834, best error:       777.64746 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 63.3119544983s, input_fired_time: 0.7049323320, output_fired_time: 0.4345923066, propagate_forward_time: 25.6038303375, propagate_backward_time: 34.6511268616, weight_update_time: 0.1021014377, other_time: 1.9174690247
epoch time: 5.5885972977s, input_fired_time: 0.0732176751, output_fired_time: 0.0000000000, propagate_forward_time: 5.1943016052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210778236
validation[          , genome  6652] predictions:    9637/  10000 (96.37%), best:    9771/10000 (97.71%), error:      1166.42493, best error:       777.64746 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 62.8133430481s, input_fired_time: 0.6955798864, output_fired_time: 0.4374803603, propagate_forward_time: 25.3703079224, propagate_backward_time: 34.4783248901, weight_update_time: 0.0945278555, other_time: 1.8316497803
epoch time: 5.3996057510s, input_fired_time: 0.0718991533, output_fired_time: 0.0000000000, propagate_forward_time: 5.0177564621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3099503517
validation[          , genome  6652] predictions:    9729/  10000 (97.29%), best:    9771/10000 (97.71%), error:       903.55450, best error:       777.64746 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 63.1599845886s, input_fired_time: 0.6932204962, output_fired_time: 0.4378797412, propagate_forward_time: 25.5346240997, propagate_backward_time: 34.6268997192, weight_update_time: 0.0955760479, other_time: 1.8673553467
epoch time: 5.3627600670s, input_fired_time: 0.0704690441, output_fired_time: 0.0000000000, propagate_forward_time: 4.9861369133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3061542511
validation[          , genome  6652] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       764.30664, best error:       764.30664 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 63.6071968079s, input_fired_time: 0.7166620493, output_fired_time: 0.4402053952, propagate_forward_time: 25.6514968872, propagate_backward_time: 34.8990745544, weight_update_time: 0.0953277126, other_time: 1.8997573853
epoch time: 5.6779732704s, input_fired_time: 0.0776487738, output_fired_time: 0.0000000000, propagate_forward_time: 5.2752509117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3250737190
validation[          , genome  6652] predictions:    9713/  10000 (97.13%), best:    9764/10000 (97.64%), error:       890.99762, best error:       764.30664 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 64.2340240479s, input_fired_time: 0.7206275463, output_fired_time: 0.4438571036, propagate_forward_time: 25.9279327393, propagate_backward_time: 35.2304763794, weight_update_time: 0.1038820371, other_time: 1.9111328125
epoch time: 5.4846134186s, input_fired_time: 0.0804329365, output_fired_time: 0.0000000000, propagate_forward_time: 5.0744943619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3296861649
validation[          , genome  6652] predictions:    9714/  10000 (97.14%), best:    9764/10000 (97.64%), error:       944.35052, best error:       764.30664 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 64.2778625488s, input_fired_time: 0.7223532796, output_fired_time: 0.4438481331, propagate_forward_time: 25.9341869354, propagate_backward_time: 35.2453384399, weight_update_time: 0.0960471183, other_time: 1.9321365356
epoch time: 5.5582060814s, input_fired_time: 0.0735836700, output_fired_time: 0.0000000000, propagate_forward_time: 5.1682591438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3163633347
validation[          , genome  6652] predictions:    9747/  10000 (97.47%), best:    9764/10000 (97.64%), error:       824.35406, best error:       764.30664 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 62.5887184143s, input_fired_time: 0.6785452366, output_fired_time: 0.4330249727, propagate_forward_time: 25.3637351990, propagate_backward_time: 34.2993736267, weight_update_time: 0.0951285362, other_time: 1.8140373230
epoch time: 5.5595951080s, input_fired_time: 0.0753826946, output_fired_time: 0.0000000000, propagate_forward_time: 5.1526503563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3315620422
validation[          , genome  6652] predictions:    9739/  10000 (97.39%), best:    9764/10000 (97.64%), error:       873.74512, best error:       764.30664 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 63.4840621948s, input_fired_time: 0.7014793158, output_fired_time: 0.4396876395, propagate_forward_time: 25.7525405884, propagate_backward_time: 34.7261924744, weight_update_time: 0.0951621532, other_time: 1.8641624451
epoch time: 5.5151791573s, input_fired_time: 0.0746074021, output_fired_time: 0.0000000000, propagate_forward_time: 5.1206626892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199090958
validation[          , genome  6652] predictions:    9686/  10000 (96.86%), best:    9764/10000 (97.64%), error:      1039.26746, best error:       764.30664 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 64.4014739990s, input_fired_time: 0.7110117078, output_fired_time: 0.4509279132, propagate_forward_time: 25.9455661774, propagate_backward_time: 35.3507614136, weight_update_time: 0.1057556123, other_time: 1.9432067871
epoch time: 5.5188045502s, input_fired_time: 0.0758966058, output_fired_time: 0.0000000000, propagate_forward_time: 5.1215009689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214068413
validation[          , genome  6652] predictions:    9720/  10000 (97.20%), best:    9764/10000 (97.64%), error:       920.74426, best error:       764.30664 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 63.7191123962s, input_fired_time: 0.7318322062, output_fired_time: 0.4406695664, propagate_forward_time: 25.6955547333, propagate_backward_time: 34.9457550049, weight_update_time: 0.1033828259, other_time: 1.9053039551
epoch time: 5.5862040520s, input_fired_time: 0.0779712275, output_fired_time: 0.0000000000, propagate_forward_time: 5.1775012016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3307313919
validation[          , genome  6652] predictions:    9751/  10000 (97.51%), best:    9764/10000 (97.64%), error:       813.69489, best error:       764.30664 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 64.4908370972s, input_fired_time: 0.7242678404, output_fired_time: 0.4525115192, propagate_forward_time: 26.0456867218, propagate_backward_time: 35.3461608887, weight_update_time: 0.0964297578, other_time: 1.9222106934
epoch time: 5.4846334457s, input_fired_time: 0.0767050460, output_fired_time: 0.0000000000, propagate_forward_time: 5.0850687027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3228597641
validation[          , genome  6652] predictions:    9754/  10000 (97.54%), best:    9764/10000 (97.64%), error:       822.17706, best error:       764.30664 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 64.1165924072s, input_fired_time: 0.7291654348, output_fired_time: 0.4538138211, propagate_forward_time: 25.8698120117, propagate_backward_time: 35.1310272217, weight_update_time: 0.0961899385, other_time: 1.9327735901
epoch time: 5.4406738281s, input_fired_time: 0.0765872300, output_fired_time: 0.0000000000, propagate_forward_time: 5.0432167053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208699226
validation[          , genome  6652] predictions:    9771/  10000 (97.71%), best:    9764/10000 (97.64%), error:       796.38446, best error:       764.30664 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 64.2663497925s, input_fired_time: 0.7281111479, output_fired_time: 0.4636655748, propagate_forward_time: 25.9011802673, propagate_backward_time: 35.2535514832, weight_update_time: 0.0957674608, other_time: 1.9198417664
epoch time: 5.5416460037s, input_fired_time: 0.0737384185, output_fired_time: 0.0000000000, propagate_forward_time: 5.1547555923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3131518364
validation[          , genome  6652] predictions:    9775/  10000 (97.75%), best:    9764/10000 (97.64%), error:       775.30042, best error:       764.30664 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 64.5523986816s, input_fired_time: 0.7220988274, output_fired_time: 0.4461205006, propagate_forward_time: 26.0272712708, propagate_backward_time: 35.4432945251, weight_update_time: 0.0975045562, other_time: 1.9136123657
epoch time: 5.5550103188s, input_fired_time: 0.0797630697, output_fired_time: 0.0000000000, propagate_forward_time: 5.1520476341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3231997490
validation[          , genome  6652] predictions:    9773/  10000 (97.73%), best:    9764/10000 (97.64%), error:       775.96460, best error:       764.30664 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 64.3284378052s, input_fired_time: 0.7019074559, output_fired_time: 0.4510353208, propagate_forward_time: 26.0051765442, propagate_backward_time: 35.2489318848, weight_update_time: 0.0985239819, other_time: 1.9213867188
epoch time: 5.5753378868s, input_fired_time: 0.0731601417, output_fired_time: 0.0000000000, propagate_forward_time: 5.1861219406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3160557747
validation[          , genome  6652] predictions:    9743/  10000 (97.43%), best:    9764/10000 (97.64%), error:       830.08221, best error:       764.30664 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 63.6511077881s, input_fired_time: 0.7056770921, output_fired_time: 0.4382575154, propagate_forward_time: 25.6880416870, propagate_backward_time: 34.9074478149, weight_update_time: 0.0959877670, other_time: 1.9116821289
epoch time: 5.5143008232s, input_fired_time: 0.0747823343, output_fired_time: 0.0000000000, propagate_forward_time: 5.1171860695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3223323822
validation[          , genome  6652] predictions:    9757/  10000 (97.57%), best:    9764/10000 (97.64%), error:       835.72375, best error:       764.30664 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 63.0807762146s, input_fired_time: 0.7148210406, output_fired_time: 0.4415602684, propagate_forward_time: 25.5277042389, propagate_backward_time: 34.5215110779, weight_update_time: 0.0956993178, other_time: 1.8751792908
epoch time: 5.4506611824s, input_fired_time: 0.0733815730, output_fired_time: 0.0000000000, propagate_forward_time: 5.0629811287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142986298
validation[          , genome  6652] predictions:    9761/  10000 (97.61%), best:    9764/10000 (97.64%), error:       807.27155, best error:       764.30664 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 63.6398124695s, input_fired_time: 0.7213643789, output_fired_time: 0.4374870062, propagate_forward_time: 25.7163009644, propagate_backward_time: 34.8876838684, weight_update_time: 0.0952472091, other_time: 1.8769760132
epoch time: 5.3792872429s, input_fired_time: 0.0720184892, output_fired_time: 0.0000000000, propagate_forward_time: 4.9976611137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3096075058
validation[          , genome  6652] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       753.46045, best error:       753.46045 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 62.8328323364s, input_fired_time: 0.7008141279, output_fired_time: 0.4390344620, propagate_forward_time: 25.3355674744, propagate_backward_time: 34.4817543030, weight_update_time: 0.0944280997, other_time: 1.8756637573
epoch time: 5.5662879944s, input_fired_time: 0.0718756169, output_fired_time: 0.0000000000, propagate_forward_time: 5.1728820801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3215303421
validation[          , genome  6652] predictions:    9719/  10000 (97.19%), best:    9772/10000 (97.72%), error:       901.54022, best error:       753.46045 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 63.1996078491s, input_fired_time: 0.6979015470, output_fired_time: 0.4403500259, propagate_forward_time: 25.5298957825, propagate_backward_time: 34.6522064209, weight_update_time: 0.0938583314, other_time: 1.8792533875
epoch time: 5.6413841248s, input_fired_time: 0.0775532424, output_fired_time: 0.0000000000, propagate_forward_time: 5.2433161736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205146790
validation[          , genome  6652] predictions:    9741/  10000 (97.41%), best:    9772/10000 (97.72%), error:       836.56610, best error:       753.46045 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 62.7781486511s, input_fired_time: 0.6871879101, output_fired_time: 0.4550019503, propagate_forward_time: 25.4157180786, propagate_backward_time: 34.3812866211, weight_update_time: 0.0982657969, other_time: 1.8389549255
epoch time: 5.6170849800s, input_fired_time: 0.0779156685, output_fired_time: 0.0000000000, propagate_forward_time: 5.2128200531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3263492584
validation[          , genome  6652] predictions:    9720/  10000 (97.20%), best:    9772/10000 (97.72%), error:       908.38257, best error:       753.46045 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 62.7943382263s, input_fired_time: 0.7056099772, output_fired_time: 0.4354840219, propagate_forward_time: 25.3183097839, propagate_backward_time: 34.4824371338, weight_update_time: 0.0939557776, other_time: 1.8524971008
epoch time: 5.3606328964s, input_fired_time: 0.0710131302, output_fired_time: 0.0000000000, propagate_forward_time: 4.9836783409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3059415817
validation[          , genome  6652] predictions:    9774/  10000 (97.74%), best:    9772/10000 (97.72%), error:       772.23419, best error:       753.46045 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 62.2469444275s, input_fired_time: 0.6841163039, output_fired_time: 0.4337509573, propagate_forward_time: 25.1512813568, propagate_backward_time: 34.1577377319, weight_update_time: 0.0948779508, other_time: 1.8200607300
epoch time: 5.4054303169s, input_fired_time: 0.0743835270, output_fired_time: 0.0000000000, propagate_forward_time: 5.0158958435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3151507378
validation[          , genome  6652] predictions:    9764/  10000 (97.64%), best:    9772/10000 (97.72%), error:       807.52765, best error:       753.46045 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 63.2513160706s, input_fired_time: 0.7073006034, output_fired_time: 0.4391376078, propagate_forward_time: 25.5347442627, propagate_backward_time: 34.6663627625, weight_update_time: 0.0954850242, other_time: 1.9037704468
epoch time: 5.6018886566s, input_fired_time: 0.0828707367, output_fired_time: 0.0000000000, propagate_forward_time: 5.2021160126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3169016838
validation[          , genome  6652] predictions:    9756/  10000 (97.56%), best:    9772/10000 (97.72%), error:       817.32471, best error:       753.46045 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 63.1161537170s, input_fired_time: 0.6916095614, output_fired_time: 0.4419638216, propagate_forward_time: 25.5261230469, propagate_backward_time: 34.5870399475, weight_update_time: 0.1073618606, other_time: 1.8694190979
epoch time: 5.4376425743s, input_fired_time: 0.0727756172, output_fired_time: 0.0000000000, propagate_forward_time: 5.0564365387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3084301949
validation[          , genome  6652] predictions:    9759/  10000 (97.59%), best:    9772/10000 (97.72%), error:       842.25922, best error:       753.46045 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 63.7580795288s, input_fired_time: 0.7187085748, output_fired_time: 0.4727601707, propagate_forward_time: 25.6853351593, propagate_backward_time: 34.9595527649, weight_update_time: 0.0953529924, other_time: 1.9217262268
epoch time: 5.4617314339s, input_fired_time: 0.0748090073, output_fired_time: 0.0000000000, propagate_forward_time: 5.0700917244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3168306351
validation[          , genome  6652] predictions:    9729/  10000 (97.29%), best:    9772/10000 (97.72%), error:       879.09613, best error:       753.46045 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 64.2524261475s, input_fired_time: 0.7334229350, output_fired_time: 0.4425089657, propagate_forward_time: 25.9552669525, propagate_backward_time: 35.1576576233, weight_update_time: 0.0965303853, other_time: 1.9635734558
epoch time: 5.6447000504s, input_fired_time: 0.0809397772, output_fired_time: 0.0000000000, propagate_forward_time: 5.2170686722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3466916084
validation[          , genome  6652] predictions:    9752/  10000 (97.52%), best:    9772/10000 (97.72%), error:       805.80511, best error:       753.46045 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 64.8246383667s, input_fired_time: 0.7260176539, output_fired_time: 0.4500904083, propagate_forward_time: 26.1660423279, propagate_backward_time: 35.5582580566, weight_update_time: 0.0976716280, other_time: 1.9242286682
epoch time: 5.6571397781s, input_fired_time: 0.0813798010, output_fired_time: 0.0000000000, propagate_forward_time: 5.2427954674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3329644203
validation[          , genome  6652] predictions:    9746/  10000 (97.46%), best:    9772/10000 (97.72%), error:       862.25067, best error:       753.46045 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 64.6130981445s, input_fired_time: 0.7239862084, output_fired_time: 0.4521633387, propagate_forward_time: 26.0688896179, propagate_backward_time: 35.4055862427, weight_update_time: 0.0970621407, other_time: 1.9624710083
epoch time: 5.4913578033s, input_fired_time: 0.0735209435, output_fired_time: 0.0000000000, propagate_forward_time: 5.1050839424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3127527237
validation[          , genome  6652] predictions:    9717/  10000 (97.17%), best:    9772/10000 (97.72%), error:       921.82483, best error:       753.46045 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 65.3041381836s, input_fired_time: 0.7423001528, output_fired_time: 0.4563317001, propagate_forward_time: 26.3041172028, propagate_backward_time: 35.8100967407, weight_update_time: 0.0973445848, other_time: 1.9912948608
epoch time: 5.6008825302s, input_fired_time: 0.0788852051, output_fired_time: 0.0000000000, propagate_forward_time: 5.1954183578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3265790939
validation[          , genome  6652] predictions:    9775/  10000 (97.75%), best:    9772/10000 (97.72%), error:       787.24304, best error:       753.46045 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 64.4396438599s, input_fired_time: 0.7298822403, output_fired_time: 0.4568932950, propagate_forward_time: 25.9684772491, propagate_backward_time: 35.3054389954, weight_update_time: 0.0977139845, other_time: 1.9789543152
epoch time: 5.5550522804s, input_fired_time: 0.0771669522, output_fired_time: 0.0000000000, propagate_forward_time: 5.1559681892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3219170570
validation[          , genome  6652] predictions:    9736/  10000 (97.36%), best:    9772/10000 (97.72%), error:       833.98883, best error:       753.46045 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 63.8863258362s, input_fired_time: 0.7448405623, output_fired_time: 0.4459529817, propagate_forward_time: 25.7364120483, propagate_backward_time: 35.0398635864, weight_update_time: 0.0962863341, other_time: 1.9192581177
epoch time: 5.5652914047s, input_fired_time: 0.0750227049, output_fired_time: 0.0000000000, propagate_forward_time: 5.1673746109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3228940964
validation[          , genome  6652] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       745.52820, best error:       745.52820 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 64.7934494019s, input_fired_time: 0.7396923900, output_fired_time: 0.4474755824, propagate_forward_time: 26.0989990234, propagate_backward_time: 35.5252990723, weight_update_time: 0.0966462418, other_time: 1.9819831848
epoch time: 5.6978378296s, input_fired_time: 0.0805325136, output_fired_time: 0.0000000000, propagate_forward_time: 5.2683444023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3489608765
validation[          , genome  6652] predictions:    9747/  10000 (97.47%), best:    9770/10000 (97.70%), error:       877.27594, best error:       745.52820 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 63.8138656616s, input_fired_time: 0.7116301656, output_fired_time: 0.4524171352, propagate_forward_time: 25.7527256012, propagate_backward_time: 35.0143661499, weight_update_time: 0.0970361754, other_time: 1.8827285767
epoch time: 5.3986415863s, input_fired_time: 0.0746063963, output_fired_time: 0.0000000000, propagate_forward_time: 5.0154953003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3085398674
validation[          , genome  6652] predictions:    9775/  10000 (97.75%), best:    9770/10000 (97.70%), error:       776.83801, best error:       745.52820 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 64.5334930420s, input_fired_time: 0.7216469049, output_fired_time: 0.4617467523, propagate_forward_time: 26.0258312225, propagate_backward_time: 35.3626937866, weight_update_time: 0.0967932045, other_time: 1.9615783691
epoch time: 5.4692258835s, input_fired_time: 0.0792090371, output_fired_time: 0.0000000000, propagate_forward_time: 5.0639767647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3260402679
validation[          , genome  6652] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       744.36658, best error:       744.36658 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 63.8821449280s, input_fired_time: 0.7559638619, output_fired_time: 0.4479785264, propagate_forward_time: 25.8083553314, propagate_backward_time: 34.9457321167, weight_update_time: 0.0963497832, other_time: 1.9241180420
epoch time: 5.5857124329s, input_fired_time: 0.0853303596, output_fired_time: 0.0000000000, propagate_forward_time: 5.1805276871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198542595
validation[          , genome  6652] predictions:    9740/  10000 (97.40%), best:    9786/10000 (97.86%), error:       861.11804, best error:       744.36658 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 64.1136169434s, input_fired_time: 0.7307992578, output_fired_time: 0.4504901171, propagate_forward_time: 25.7544765472, propagate_backward_time: 35.2530326843, weight_update_time: 0.0972260237, other_time: 1.9248161316
epoch time: 5.6662611961s, input_fired_time: 0.0828470439, output_fired_time: 0.0000000000, propagate_forward_time: 5.2472066879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3362073898
validation[          , genome  6652] predictions:    9751/  10000 (97.51%), best:    9786/10000 (97.86%), error:       824.69122, best error:       744.36658 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 63.2753677368s, input_fired_time: 0.7076458931, output_fired_time: 0.4375667274, propagate_forward_time: 25.5978412628, propagate_backward_time: 34.6604270935, weight_update_time: 0.0967180133, other_time: 1.8718910217
epoch time: 5.4999952316s, input_fired_time: 0.0772459358, output_fired_time: 0.0000000000, propagate_forward_time: 5.1013097763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214397430
validation[          , genome  6652] predictions:    9733/  10000 (97.33%), best:    9786/10000 (97.86%), error:       904.54559, best error:       744.36658 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 64.2008285522s, input_fired_time: 0.7353423238, output_fired_time: 0.4445650876, propagate_forward_time: 25.8655948639, propagate_backward_time: 35.1802215576, weight_update_time: 0.0967243463, other_time: 1.9751052856
epoch time: 5.5345501900s, input_fired_time: 0.0801548958, output_fired_time: 0.0000000000, propagate_forward_time: 5.1231155396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3312797546
validation[          , genome  6652] predictions:    9744/  10000 (97.44%), best:    9786/10000 (97.86%), error:       818.36591, best error:       744.36658 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 63.7754020691s, input_fired_time: 0.7233211994, output_fired_time: 0.4423676729, propagate_forward_time: 25.8517150879, propagate_backward_time: 34.8204574585, weight_update_time: 0.0969063342, other_time: 1.9375419617
epoch time: 5.5828428268s, input_fired_time: 0.0766813830, output_fired_time: 0.0000000000, propagate_forward_time: 5.1766529083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3295083046
validation[          , genome  6652] predictions:    9717/  10000 (97.17%), best:    9786/10000 (97.86%), error:       908.97388, best error:       744.36658 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 63.4860229492s, input_fired_time: 0.7178741693, output_fired_time: 0.4358711243, propagate_forward_time: 25.6171398163, propagate_backward_time: 34.8379974365, weight_update_time: 0.0993193835, other_time: 1.8771438599
epoch time: 5.5071315765s, input_fired_time: 0.0744422674, output_fired_time: 0.0000000000, propagate_forward_time: 5.1154022217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3172869682
validation[          , genome  6652] predictions:    9763/  10000 (97.63%), best:    9786/10000 (97.86%), error:       793.20551, best error:       744.36658 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 63.2693634033s, input_fired_time: 0.4572578669, output_fired_time: 0.4446210265, propagate_forward_time: 25.6289920807, propagate_backward_time: 34.8159599304, weight_update_time: 0.0942671001, other_time: 1.9225349426
epoch time: 5.5990462303s, input_fired_time: 0.0794669166, output_fired_time: 0.0000000000, propagate_forward_time: 5.1852374077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3343420029
validation[          , genome  6652] predictions:    9760/  10000 (97.60%), best:    9786/10000 (97.86%), error:       805.76648, best error:       744.36658 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 63.2414665222s, input_fired_time: 0.7112934589, output_fired_time: 0.4381645918, propagate_forward_time: 25.5632591248, propagate_backward_time: 34.6621284485, weight_update_time: 0.0978047848, other_time: 1.8666229248
epoch time: 5.5264620781s, input_fired_time: 0.0771210045, output_fired_time: 0.0000000000, propagate_forward_time: 5.1156163216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3337249756
validation[          , genome  6652] predictions:    9764/  10000 (97.64%), best:    9786/10000 (97.86%), error:       795.23682, best error:       744.36658 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 63.4034996033s, input_fired_time: 0.7242982388, output_fired_time: 0.4475064874, propagate_forward_time: 25.6230125427, propagate_backward_time: 34.7111358643, weight_update_time: 0.0973189548, other_time: 1.8975486755
epoch time: 5.4717650414s, input_fired_time: 0.0773617998, output_fired_time: 0.0000000000, propagate_forward_time: 5.0764622688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3179411888
validation[          , genome  6652] predictions:    9749/  10000 (97.49%), best:    9786/10000 (97.86%), error:       838.00031, best error:       744.36658 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 62.8216514587s, input_fired_time: 0.7036731243, output_fired_time: 0.4399647117, propagate_forward_time: 25.4135951996, propagate_backward_time: 34.3980903625, weight_update_time: 0.0952040032, other_time: 1.8663291931
epoch time: 5.4702715874s, input_fired_time: 0.0759785399, output_fired_time: 0.0000000000, propagate_forward_time: 5.0778236389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3164691925
validation[          , genome  6652] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       735.86005, best error:       735.86005 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 63.1729621887s, input_fired_time: 0.7041347027, output_fired_time: 0.4456593394, propagate_forward_time: 25.5080833435, propagate_backward_time: 34.6344833374, weight_update_time: 0.0948062092, other_time: 1.8805999756
epoch time: 5.4553604126s, input_fired_time: 0.0766426846, output_fired_time: 0.0000000000, propagate_forward_time: 5.0605654716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3181524277
validation[          , genome  6652] predictions:    9751/  10000 (97.51%), best:    9785/10000 (97.85%), error:       848.01935, best error:       735.86005 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 62.7507400513s, input_fired_time: 0.6956630945, output_fired_time: 0.4411196709, propagate_forward_time: 25.3519611359, propagate_backward_time: 34.4150199890, weight_update_time: 0.0948262513, other_time: 1.8469734192
epoch time: 5.5687608719s, input_fired_time: 0.0780932084, output_fired_time: 0.0000000000, propagate_forward_time: 5.1512689590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3393988609
validation[          , genome  6652] predictions:    9757/  10000 (97.57%), best:    9785/10000 (97.85%), error:       769.58673, best error:       735.86005 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 63.2352600098s, input_fired_time: 0.6990394592, output_fired_time: 0.4540536106, propagate_forward_time: 25.6250762939, propagate_backward_time: 34.6133384705, weight_update_time: 0.1029082611, other_time: 1.8437538147
epoch time: 5.4924883842s, input_fired_time: 0.0746940225, output_fired_time: 0.0000000000, propagate_forward_time: 5.1064991951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3112950325
validation[          , genome  6652] predictions:    9764/  10000 (97.64%), best:    9785/10000 (97.85%), error:       780.47925, best error:       735.86005 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 63.6621017456s, input_fired_time: 0.7454541922, output_fired_time: 0.4384340048, propagate_forward_time: 25.7448253632, propagate_backward_time: 34.8603134155, weight_update_time: 0.0953955352, other_time: 1.8730773926
epoch time: 5.4336767197s, input_fired_time: 0.0819220468, output_fired_time: 0.0000000000, propagate_forward_time: 5.0386896133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3130650520
validation[          , genome  6652] predictions:    9760/  10000 (97.60%), best:    9785/10000 (97.85%), error:       789.78888, best error:       735.86005 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 63.0178146362s, input_fired_time: 0.7031165957, output_fired_time: 0.4448066950, propagate_forward_time: 25.4414863586, propagate_backward_time: 34.5489730835, weight_update_time: 0.0949893370, other_time: 1.8794326782
epoch time: 5.4634380341s, input_fired_time: 0.0757818297, output_fired_time: 0.0000000000, propagate_forward_time: 5.0734653473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3141908646
validation[          , genome  6652] predictions:    9774/  10000 (97.74%), best:    9785/10000 (97.85%), error:       777.72504, best error:       735.86005 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 62.7228317261s, input_fired_time: 0.7034415603, output_fired_time: 0.4349465966, propagate_forward_time: 25.3029117584, propagate_backward_time: 34.4275474548, weight_update_time: 0.0943496674, other_time: 1.8539848328
epoch time: 5.3867340088s, input_fired_time: 0.0753927678, output_fired_time: 0.0000000000, propagate_forward_time: 4.9990010262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123402596
validation[          , genome  6652] predictions:    9749/  10000 (97.49%), best:    9785/10000 (97.85%), error:       820.74371, best error:       735.86005 on epoch:    94, 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: 27.6540851593s, input_fired_time: 0.3838199377, output_fired_time: 0.0000000000, propagate_forward_time: 25.6533603668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6169052124
best training[          , genome  6652] predictions:   49630/  50000 (99.26%), best:    9785/10000 (97.85%), error:      1475.03699, best error:       735.86005 on epoch:    94, 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: 5.4465494156s, input_fired_time: 0.0749878362, output_fired_time: 0.0000000000, propagate_forward_time: 5.0471591949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3244023323
   testing[          , genome  6652] predictions:    9782/  10000 (97.82%), best:    9785/10000 (97.85%), error:       718.05487, best error:       735.86005 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:06:11 (31226): called boinc_finish(0)

</stderr_txt>
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