Nameexact_genome_1512568488_43_6363_0
Workunit2603069
Created7 Dec 2017, 19:19:52 UTC
Sent7 Dec 2017, 19:27:42 UTC
Report deadline14 Dec 2017, 17:42:11 UTC
Received8 Dec 2017, 3:40:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 1 min 15 sec
CPU time2 hours 1 min 8 sec
Validate stateValid
Credit1,731.68
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.54 MB
Peak swap size151.43 MB
Peak disk usage1.09 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
1, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 65.6500701904s, input_fired_time: 0.6669789553, output_fired_time: 0.4089929461, propagate_forward_time: 26.2407073975, propagate_backward_time: 36.7182922363, weight_update_time: 0.0782277882, other_time: 1.6150970459
epoch time: 5.6068229675s, input_fired_time: 0.0709652603, output_fired_time: 0.0000000000, propagate_forward_time: 5.2576184273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2782392502
validation[          , genome  6363] predictions:    9672/  10000 (96.72%), best:    9685/10000 (96.85%), error:      1093.94336, best error:      1043.44641 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 65.6031646729s, input_fired_time: 0.6640288234, output_fired_time: 0.4081869721, propagate_forward_time: 26.2354774475, propagate_backward_time: 36.6813392639, weight_update_time: 0.0781776458, other_time: 1.6141281128
epoch time: 5.5877161026s, input_fired_time: 0.0691543147, output_fired_time: 0.0000000000, propagate_forward_time: 5.2446217537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2739400864
validation[          , genome  6363] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       919.31793, best error:       919.31793 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 65.9879531860s, input_fired_time: 0.6735294461, output_fired_time: 0.4190855920, propagate_forward_time: 26.3755168915, propagate_backward_time: 36.8260765076, weight_update_time: 0.0783675015, other_time: 1.6937446594
epoch time: 5.5995659828s, input_fired_time: 0.0692522004, output_fired_time: 0.0000000000, propagate_forward_time: 5.2474045753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2829093933
validation[          , genome  6363] predictions:    9655/  10000 (96.55%), best:    9742/10000 (97.42%), error:      1105.56897, best error:       919.31793 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 66.3840179443s, input_fired_time: 0.6785372496, output_fired_time: 0.4144342244, propagate_forward_time: 26.5235290527, propagate_backward_time: 37.0392189026, weight_update_time: 0.0785693675, other_time: 1.7282981873
epoch time: 5.6033930779s, input_fired_time: 0.0699219331, output_fired_time: 0.0000000000, propagate_forward_time: 5.2480926514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2853784561
validation[          , genome  6363] predictions:    9625/  10000 (96.25%), best:    9742/10000 (97.42%), error:      1242.34875, best error:       919.31793 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 66.0953750610s, input_fired_time: 0.6743320823, output_fired_time: 0.4130230248, propagate_forward_time: 26.4191761017, propagate_backward_time: 36.8746414185, weight_update_time: 0.0775557980, other_time: 1.7142028809
epoch time: 5.8406000137s, input_fired_time: 0.0730036572, output_fired_time: 0.0000000000, propagate_forward_time: 5.4775419235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2900543213
validation[          , genome  6363] predictions:    9709/  10000 (97.09%), best:    9742/10000 (97.42%), error:       977.98914, best error:       919.31793 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 65.6811370850s, input_fired_time: 0.6707400680, output_fired_time: 0.4104770720, propagate_forward_time: 26.2580814362, propagate_backward_time: 36.7228927612, weight_update_time: 0.0766791403, other_time: 1.6189498901
epoch time: 5.5989532471s, input_fired_time: 0.0718569532, output_fired_time: 0.0000000000, propagate_forward_time: 5.2471690178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2799272537
validation[          , genome  6363] predictions:    9700/  10000 (97.00%), best:    9742/10000 (97.42%), error:      1067.82373, best error:       919.31793 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 67.3839797974s, input_fired_time: 0.6799789071, output_fired_time: 0.4183392823, propagate_forward_time: 26.9892234802, propagate_backward_time: 37.6580162048, weight_update_time: 0.0772789791, other_time: 1.6384201050
epoch time: 5.5857410431s, input_fired_time: 0.0700521991, output_fired_time: 0.0000000000, propagate_forward_time: 5.2435870171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2721018791
validation[          , genome  6363] predictions:    9677/  10000 (96.77%), best:    9742/10000 (97.42%), error:      1110.10632, best error:       919.31793 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 65.6149978638s, input_fired_time: 0.6699423194, output_fired_time: 0.4088411033, propagate_forward_time: 26.2413387299, propagate_backward_time: 36.7004585266, weight_update_time: 0.0765419826, other_time: 1.5944099426
epoch time: 5.5871539116s, input_fired_time: 0.0696019828, output_fired_time: 0.0000000000, propagate_forward_time: 5.2453260422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2722258568
validation[          , genome  6363] predictions:    9651/  10000 (96.51%), best:    9742/10000 (97.42%), error:      1136.41650, best error:       919.31793 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 66.1531982422s, input_fired_time: 0.6740674376, output_fired_time: 0.4120748043, propagate_forward_time: 26.4852123260, propagate_backward_time: 36.9970245361, weight_update_time: 0.0766323432, other_time: 1.5848236084
epoch time: 5.5851187706s, input_fired_time: 0.0686350912, output_fired_time: 0.0000000000, propagate_forward_time: 5.2488231659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2676606178
validation[          , genome  6363] predictions:    9687/  10000 (96.87%), best:    9742/10000 (97.42%), error:      1012.13074, best error:       919.31793 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 65.8918075562s, input_fired_time: 0.6680639982, output_fired_time: 0.4120683074, propagate_forward_time: 26.3674621582, propagate_backward_time: 36.8538894653, weight_update_time: 0.0745859295, other_time: 1.5903244019
epoch time: 5.5932493210s, input_fired_time: 0.0703130215, output_fired_time: 0.0000000000, propagate_forward_time: 5.2464966774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2764396667
validation[          , genome  6363] predictions:    9670/  10000 (96.70%), best:    9742/10000 (97.42%), error:      1122.20142, best error:       919.31793 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 66.5697250366s, input_fired_time: 0.6761919260, output_fired_time: 0.4135096371, propagate_forward_time: 26.6854610443, propagate_backward_time: 37.1694488525, weight_update_time: 0.0774721876, other_time: 1.6251068115
epoch time: 5.5977869034s, input_fired_time: 0.0713344216, output_fired_time: 0.0000000000, propagate_forward_time: 5.2515149117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2749376297
validation[          , genome  6363] predictions:    9659/  10000 (96.59%), best:    9742/10000 (97.42%), error:      1150.98376, best error:       919.31793 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 66.1214828491s, input_fired_time: 0.6719257236, output_fired_time: 0.4111725092, propagate_forward_time: 26.4762783051, propagate_backward_time: 36.9418525696, weight_update_time: 0.0772851631, other_time: 1.6202507019
epoch time: 5.5873689651s, input_fired_time: 0.0697484910, output_fired_time: 0.0000000000, propagate_forward_time: 5.2437133789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2739071846
validation[          , genome  6363] predictions:    9682/  10000 (96.82%), best:    9742/10000 (97.42%), error:      1043.12598, best error:       919.31793 on epoch:    15, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 65.7601318359s, input_fired_time: 0.6741880774, output_fired_time: 0.4109230936, propagate_forward_time: 26.2904872894, propagate_backward_time: 36.7598838806, weight_update_time: 0.0768652633, other_time: 1.6246452332
epoch time: 5.6038708687s, input_fired_time: 0.0702705383, output_fired_time: 0.0000000000, propagate_forward_time: 5.2522892952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2813110352
validation[          , genome  6363] predictions:    9686/  10000 (96.86%), best:    9742/10000 (97.42%), error:      1038.08276, best error:       919.31793 on epoch:    15, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 65.9086303711s, input_fired_time: 0.6721088290, output_fired_time: 0.4104889929, propagate_forward_time: 26.3901519775, propagate_backward_time: 36.8352508545, weight_update_time: 0.0766397491, other_time: 1.6006240845
epoch time: 5.5845317841s, input_fired_time: 0.0704483464, output_fired_time: 0.0000000000, propagate_forward_time: 5.2424149513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2716684341
validation[          , genome  6363] predictions:    9633/  10000 (96.33%), best:    9742/10000 (97.42%), error:      1230.52661, best error:       919.31793 on epoch:    15, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 65.5005493164s, input_fired_time: 0.6676356792, output_fired_time: 0.4071338177, propagate_forward_time: 26.2207469940, propagate_backward_time: 36.6318283081, weight_update_time: 0.0764699280, other_time: 1.5732040405
epoch time: 5.5800724030s, input_fired_time: 0.0691014379, output_fired_time: 0.0000000000, propagate_forward_time: 5.2416262627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2693448067
validation[          , genome  6363] predictions:    9632/  10000 (96.32%), best:    9742/10000 (97.42%), error:      1148.57874, best error:       919.31793 on epoch:    15, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 66.2301177979s, input_fired_time: 0.6718262434, output_fired_time: 0.4110908210, propagate_forward_time: 26.5316581726, propagate_backward_time: 37.0153007507, weight_update_time: 0.0770387575, other_time: 1.6002426147
epoch time: 5.5943584442s, input_fired_time: 0.0702579021, output_fired_time: 0.0000000000, propagate_forward_time: 5.2498536110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2742466927
validation[          , genome  6363] predictions:    9686/  10000 (96.86%), best:    9742/10000 (97.42%), error:       975.31464, best error:       919.31793 on epoch:    15, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 65.5131988525s, input_fired_time: 0.6649256349, output_fired_time: 0.4069958031, propagate_forward_time: 26.2180061340, propagate_backward_time: 36.6451034546, weight_update_time: 0.0770570412, other_time: 1.5781669617
epoch time: 5.5841135979s, input_fired_time: 0.0697292462, output_fired_time: 0.0000000000, propagate_forward_time: 5.2423877716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2719964981
validation[          , genome  6363] predictions:    9674/  10000 (96.74%), best:    9742/10000 (97.42%), error:      1110.20605, best error:       919.31793 on epoch:    15, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 65.4849700928s, input_fired_time: 0.6657453179, output_fired_time: 0.4066925645, propagate_forward_time: 26.2100524902, propagate_backward_time: 36.6280975342, weight_update_time: 0.0769084319, other_time: 1.5743789673
epoch time: 5.5838823318s, input_fired_time: 0.0700190589, output_fired_time: 0.0000000000, propagate_forward_time: 5.2437057495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2701573372
validation[          , genome  6363] predictions:    9684/  10000 (96.84%), best:    9742/10000 (97.42%), error:      1024.42957, best error:       919.31793 on epoch:    15, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 65.5783996582s, input_fired_time: 0.6679742932, output_fired_time: 0.4067525566, propagate_forward_time: 26.2483081818, propagate_backward_time: 36.6697769165, weight_update_time: 0.0767522231, other_time: 1.5855865479
epoch time: 5.5903840065s, input_fired_time: 0.0714818016, output_fired_time: 0.0000000000, propagate_forward_time: 5.2445063591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2743959427
validation[          , genome  6363] predictions:    9699/  10000 (96.99%), best:    9742/10000 (97.42%), error:      1000.32935, best error:       919.31793 on epoch:    15, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 65.5261383057s, input_fired_time: 0.6669104099, output_fired_time: 0.4067521393, propagate_forward_time: 26.2186737061, propagate_backward_time: 36.6354179382, weight_update_time: 0.0767549351, other_time: 1.5983848572
epoch time: 5.5881099701s, input_fired_time: 0.0702861995, output_fired_time: 0.0000000000, propagate_forward_time: 5.2436017990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2742218971
validation[          , genome  6363] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       905.38470, best error:       905.38470 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 65.6413803101s, input_fired_time: 0.6694967747, output_fired_time: 0.4085871279, propagate_forward_time: 26.2525482178, propagate_backward_time: 36.7049179077, weight_update_time: 0.0767238364, other_time: 1.6058349609
epoch time: 5.5870494843s, input_fired_time: 0.0700585470, output_fired_time: 0.0000000000, propagate_forward_time: 5.2438597679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2731313705
validation[          , genome  6363] predictions:    9721/  10000 (97.21%), best:    9726/10000 (97.26%), error:       930.42737, best error:       905.38470 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 65.6312942505s, input_fired_time: 0.6703760624, output_fired_time: 0.4096996784, propagate_forward_time: 26.2460174561, propagate_backward_time: 36.6955490112, weight_update_time: 0.0767554492, other_time: 1.6096496582
epoch time: 5.5977201462s, input_fired_time: 0.0718038902, output_fired_time: 0.0000000000, propagate_forward_time: 5.2474408150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2784752846
validation[          , genome  6363] predictions:    9675/  10000 (96.75%), best:    9726/10000 (97.26%), error:      1081.08838, best error:       905.38470 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 65.6207656860s, input_fired_time: 0.6713963747, output_fired_time: 0.4102674127, propagate_forward_time: 26.2414493561, propagate_backward_time: 36.6820220947, weight_update_time: 0.0764860287, other_time: 1.6156311035
epoch time: 5.5850291252s, input_fired_time: 0.0693095550, output_fired_time: 0.0000000000, propagate_forward_time: 5.2434453964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2722740173
validation[          , genome  6363] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       893.96350, best error:       893.96350 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 65.5861511230s, input_fired_time: 0.6678491831, output_fired_time: 0.4076032937, propagate_forward_time: 26.2354774475, propagate_backward_time: 36.6993331909, weight_update_time: 0.0764477104, other_time: 1.5758934021
epoch time: 5.5854825974s, input_fired_time: 0.0701024458, output_fired_time: 0.0000000000, propagate_forward_time: 5.2415885925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2737917900
validation[          , genome  6363] predictions:    9649/  10000 (96.49%), best:    9737/10000 (97.37%), error:      1076.50024, best error:       893.96350 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 65.5630035400s, input_fired_time: 0.6674915552, output_fired_time: 0.4077234864, propagate_forward_time: 26.2226600647, propagate_backward_time: 36.6583137512, weight_update_time: 0.0768475682, other_time: 1.6068191528
epoch time: 5.5921177864s, input_fired_time: 0.0705136508, output_fired_time: 0.0000000000, propagate_forward_time: 5.2452383041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2763657570
validation[          , genome  6363] predictions:    9642/  10000 (96.42%), best:    9737/10000 (97.37%), error:      1146.51587, best error:       893.96350 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 65.5490417480s, input_fired_time: 0.6692680120, output_fired_time: 0.4089314640, propagate_forward_time: 26.2233581543, propagate_backward_time: 36.6468276978, weight_update_time: 0.0769715086, other_time: 1.6006622314
epoch time: 5.5867190361s, input_fired_time: 0.0702336133, output_fired_time: 0.0000000000, propagate_forward_time: 5.2432203293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732648849
validation[          , genome  6363] predictions:    9696/  10000 (96.96%), best:    9737/10000 (97.37%), error:      1006.47089, best error:       893.96350 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 65.5823669434s, input_fired_time: 0.6682808995, output_fired_time: 0.4095209539, propagate_forward_time: 26.2241802216, propagate_backward_time: 36.6941261292, weight_update_time: 0.0767659843, other_time: 1.5862541199
epoch time: 5.9180045128s, input_fired_time: 0.0752025321, output_fired_time: 0.0000000000, propagate_forward_time: 5.5521707535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2906312943
validation[          , genome  6363] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       859.02997, best error:       859.02997 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 65.5246505737s, input_fired_time: 0.6680886745, output_fired_time: 0.4076615572, propagate_forward_time: 26.2205009460, propagate_backward_time: 36.6428337097, weight_update_time: 0.0763746426, other_time: 1.5855636597
epoch time: 5.5858926773s, input_fired_time: 0.0696689561, output_fired_time: 0.0000000000, propagate_forward_time: 5.2430820465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2731418610
validation[          , genome  6363] predictions:    9706/  10000 (97.06%), best:    9732/10000 (97.32%), error:       933.05389, best error:       859.02997 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 65.9711608887s, input_fired_time: 0.6710770130, output_fired_time: 0.4124438167, propagate_forward_time: 26.4147205353, propagate_backward_time: 36.8553504944, weight_update_time: 0.0773061737, other_time: 1.6175727844
epoch time: 5.6014385223s, input_fired_time: 0.0728022084, output_fired_time: 0.0000000000, propagate_forward_time: 5.2507596016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2778768539
validation[          , genome  6363] predictions:    9733/  10000 (97.33%), best:    9732/10000 (97.32%), error:       932.96936, best error:       859.02997 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 65.8600997925s, input_fired_time: 0.6737672687, output_fired_time: 0.4111230373, propagate_forward_time: 26.3331966400, propagate_backward_time: 36.8119621277, weight_update_time: 0.0773446411, other_time: 1.6300468445
epoch time: 5.5851812363s, input_fired_time: 0.0703350976, output_fired_time: 0.0000000000, propagate_forward_time: 5.2431073189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2717390060
validation[          , genome  6363] predictions:    9713/  10000 (97.13%), best:    9732/10000 (97.32%), error:       897.77655, best error:       859.02997 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 65.7749557495s, input_fired_time: 0.6725903153, output_fired_time: 0.4104342163, propagate_forward_time: 26.2973556519, propagate_backward_time: 36.8007545471, weight_update_time: 0.0771513209, other_time: 1.5938224792
epoch time: 5.5956387520s, input_fired_time: 0.0782138929, output_fired_time: 0.0000000000, propagate_forward_time: 5.2446427345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727823257
validation[          , genome  6363] predictions:    9629/  10000 (96.29%), best:    9732/10000 (97.32%), error:      1223.70081, best error:       859.02997 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 65.5309677124s, input_fired_time: 0.6712188721, output_fired_time: 0.4082116187, propagate_forward_time: 26.2283515930, propagate_backward_time: 36.6361045837, weight_update_time: 0.0767682120, other_time: 1.5870819092
epoch time: 5.5828742981s, input_fired_time: 0.0709016696, output_fired_time: 0.0000000000, propagate_forward_time: 5.2421703339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2698020935
validation[          , genome  6363] predictions:    9691/  10000 (96.91%), best:    9732/10000 (97.32%), error:      1017.62860, best error:       859.02997 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 65.4797821045s, input_fired_time: 0.6726121902, output_fired_time: 0.4078205228, propagate_forward_time: 26.2099475861, propagate_backward_time: 36.6153678894, weight_update_time: 0.0769140869, other_time: 1.5740318298
epoch time: 5.5829992294s, input_fired_time: 0.0705484971, output_fired_time: 0.0000000000, propagate_forward_time: 5.2422857285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2701649666
validation[          , genome  6363] predictions:    9654/  10000 (96.54%), best:    9732/10000 (97.32%), error:      1154.56433, best error:       859.02997 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 65.9874267578s, input_fired_time: 0.6753705144, output_fired_time: 0.4096208215, propagate_forward_time: 26.4258766174, propagate_backward_time: 36.8704071045, weight_update_time: 0.0775586143, other_time: 1.6061515808
epoch time: 5.5898995399s, input_fired_time: 0.0704338849, output_fired_time: 0.0000000000, propagate_forward_time: 5.2466912270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727742195
validation[          , genome  6363] predictions:    9661/  10000 (96.61%), best:    9732/10000 (97.32%), error:      1054.59521, best error:       859.02997 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 65.5327301025s, input_fired_time: 0.6733112931, output_fired_time: 0.4084803462, propagate_forward_time: 26.2192993164, propagate_backward_time: 36.6405105591, weight_update_time: 0.0773837864, other_time: 1.5911331177
epoch time: 5.6687664986s, input_fired_time: 0.0744963512, output_fired_time: 0.0000000000, propagate_forward_time: 5.3113021851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2829680443
validation[          , genome  6363] predictions:    9710/  10000 (97.10%), best:    9732/10000 (97.32%), error:       945.00629, best error:       859.02997 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 65.5462265015s, input_fired_time: 0.6741706729, output_fired_time: 0.4077122509, propagate_forward_time: 26.2388896942, propagate_backward_time: 36.6405944824, weight_update_time: 0.0773164108, other_time: 1.5848541260
epoch time: 5.5872387886s, input_fired_time: 0.0711421520, output_fired_time: 0.0000000000, propagate_forward_time: 5.2436947823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2724018097
validation[          , genome  6363] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       845.43121, best error:       845.43121 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 65.5612716675s, input_fired_time: 0.6753683686, output_fired_time: 0.4084359407, propagate_forward_time: 26.2304172516, propagate_backward_time: 36.6554450989, weight_update_time: 0.0774074271, other_time: 1.5916023254
epoch time: 5.5902442932s, input_fired_time: 0.0715714991, output_fired_time: 0.0000000000, propagate_forward_time: 5.2439599037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747130394
validation[          , genome  6363] predictions:    9728/  10000 (97.28%), best:    9743/10000 (97.43%), error:       869.03369, best error:       845.43121 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 66.3264923096s, input_fired_time: 0.6828953624, output_fired_time: 0.4123612642, propagate_forward_time: 26.5439205170, propagate_backward_time: 37.0583724976, weight_update_time: 0.0778465495, other_time: 1.6289443970
epoch time: 5.6013865471s, input_fired_time: 0.0712291896, output_fired_time: 0.0000000000, propagate_forward_time: 5.2563357353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2738218307
validation[          , genome  6363] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       818.57379, best error:       818.57379 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 65.7869949341s, input_fired_time: 0.6785076857, output_fired_time: 0.4091006815, propagate_forward_time: 26.3342723846, propagate_backward_time: 36.7602729797, weight_update_time: 0.0770366266, other_time: 1.6048393250
epoch time: 5.5874896049s, input_fired_time: 0.0718436837, output_fired_time: 0.0000000000, propagate_forward_time: 5.2435517311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2720942497
validation[          , genome  6363] predictions:    9696/  10000 (96.96%), best:    9761/10000 (97.61%), error:       984.30573, best error:       818.57379 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 65.6658096313s, input_fired_time: 0.6827409863, output_fired_time: 0.4142506719, propagate_forward_time: 26.2620620728, propagate_backward_time: 36.6886634827, weight_update_time: 0.0771312267, other_time: 1.6180915833
epoch time: 5.6023831367s, input_fired_time: 0.0726424828, output_fired_time: 0.0000000000, propagate_forward_time: 5.2563900948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733507156
validation[          , genome  6363] predictions:    9748/  10000 (97.48%), best:    9761/10000 (97.61%), error:       861.16461, best error:       818.57379 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 65.7692260742s, input_fired_time: 0.6817641854, output_fired_time: 0.4130853415, propagate_forward_time: 26.2828521729, propagate_backward_time: 36.7948303223, weight_update_time: 0.0767795891, other_time: 1.5966949463
epoch time: 5.5931162834s, input_fired_time: 0.0721635222, output_fired_time: 0.0000000000, propagate_forward_time: 5.2487959862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2721567154
validation[          , genome  6363] predictions:    9724/  10000 (97.24%), best:    9761/10000 (97.61%), error:       925.68933, best error:       818.57379 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 67.6188354492s, input_fired_time: 0.7062734365, output_fired_time: 0.4279569983, propagate_forward_time: 27.0402660370, propagate_backward_time: 37.7703971863, weight_update_time: 0.0787655413, other_time: 1.6739387512
epoch time: 5.8668560982s, input_fired_time: 0.0768180266, output_fired_time: 0.0000000000, propagate_forward_time: 5.5016527176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2883853912
validation[          , genome  6363] predictions:    9722/  10000 (97.22%), best:    9761/10000 (97.61%), error:       891.13708, best error:       818.57379 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 66.7988662720s, input_fired_time: 0.6993432045, output_fired_time: 0.4233503044, propagate_forward_time: 26.7084617615, propagate_backward_time: 37.2966842651, weight_update_time: 0.0781017616, other_time: 1.6710319519
epoch time: 5.5895166397s, input_fired_time: 0.0720317960, output_fired_time: 0.0000000000, propagate_forward_time: 5.2458968163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2715878487
validation[          , genome  6363] predictions:    9748/  10000 (97.48%), best:    9761/10000 (97.61%), error:       835.08466, best error:       818.57379 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 65.5841369629s, input_fired_time: 0.6810822487, output_fired_time: 0.4101893604, propagate_forward_time: 26.2372055054, propagate_backward_time: 36.6601600647, weight_update_time: 0.0769718587, other_time: 1.5955009460
epoch time: 5.5915775299s, input_fired_time: 0.0723673478, output_fired_time: 0.0000000000, propagate_forward_time: 5.2468128204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2723975182
validation[          , genome  6363] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       816.92487, best error:       816.92487 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 65.6009750366s, input_fired_time: 0.6823541522, output_fired_time: 0.4109970629, propagate_forward_time: 26.2405929565, propagate_backward_time: 36.6675834656, weight_update_time: 0.0769814849, other_time: 1.5994453430
epoch time: 5.6089673042s, input_fired_time: 0.0730902702, output_fired_time: 0.0000000000, propagate_forward_time: 5.2584886551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2773885727
validation[          , genome  6363] predictions:    9712/  10000 (97.12%), best:    9746/10000 (97.46%), error:       912.24530, best error:       816.92487 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 65.6781082153s, input_fired_time: 0.6836877465, output_fired_time: 0.4110295475, propagate_forward_time: 26.2520046234, propagate_backward_time: 36.7179450989, weight_update_time: 0.0772264153, other_time: 1.6134452820
epoch time: 5.9023356438s, input_fired_time: 0.0755318105, output_fired_time: 0.0000000000, propagate_forward_time: 5.5427937508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2840099335
validation[          , genome  6363] predictions:    9738/  10000 (97.38%), best:    9746/10000 (97.46%), error:       879.44098, best error:       816.92487 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 65.8614349365s, input_fired_time: 0.6866681576, output_fired_time: 0.4120824635, propagate_forward_time: 26.3558387756, propagate_backward_time: 36.7895889282, weight_update_time: 0.0770995244, other_time: 1.6172599792
epoch time: 5.5938086510s, input_fired_time: 0.0727464482, output_fired_time: 0.0000000000, propagate_forward_time: 5.2478251457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732372284
validation[          , genome  6363] predictions:    9732/  10000 (97.32%), best:    9746/10000 (97.46%), error:       920.42255, best error:       816.92487 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 65.9044952393s, input_fired_time: 0.6889743805, output_fired_time: 0.4122980237, propagate_forward_time: 26.3702468872, propagate_backward_time: 36.8061981201, weight_update_time: 0.0771695599, other_time: 1.6267776489
epoch time: 5.5985808372s, input_fired_time: 0.0743898749, output_fired_time: 0.0000000000, propagate_forward_time: 5.2484188080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2757720947
validation[          , genome  6363] predictions:    9685/  10000 (96.85%), best:    9746/10000 (97.46%), error:       993.92041, best error:       816.92487 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 65.6465301514s, input_fired_time: 0.6844749451, output_fired_time: 0.4147993326, propagate_forward_time: 26.2580661774, propagate_backward_time: 36.6703529358, weight_update_time: 0.0769897029, other_time: 1.6188316345
epoch time: 5.5935344696s, input_fired_time: 0.0726991072, output_fired_time: 0.0000000000, propagate_forward_time: 5.2479591370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2728762627
validation[          , genome  6363] predictions:    9729/  10000 (97.29%), best:    9746/10000 (97.46%), error:       921.25659, best error:       816.92487 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 65.6273574829s, input_fired_time: 0.6842373013, output_fired_time: 0.4138963223, propagate_forward_time: 26.2411766052, propagate_backward_time: 36.6796379089, weight_update_time: 0.0774269477, other_time: 1.6084136963
epoch time: 5.5930795670s, input_fired_time: 0.0726620927, output_fired_time: 0.0000000000, propagate_forward_time: 5.2473626137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2730550766
validation[          , genome  6363] predictions:    9748/  10000 (97.48%), best:    9746/10000 (97.46%), error:       842.13654, best error:       816.92487 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 65.6519927979s, input_fired_time: 0.6859415770, output_fired_time: 0.4110797644, propagate_forward_time: 26.2530193329, propagate_backward_time: 36.6923599243, weight_update_time: 0.0774786398, other_time: 1.6095886230
epoch time: 5.5946917534s, input_fired_time: 0.0728412867, output_fired_time: 0.0000000000, propagate_forward_time: 5.2484588623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733917236
validation[          , genome  6363] predictions:    9733/  10000 (97.33%), best:    9746/10000 (97.46%), error:       880.64062, best error:       816.92487 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 65.6478805542s, input_fired_time: 0.6858201623, output_fired_time: 0.4105306268, propagate_forward_time: 26.2525520325, propagate_backward_time: 36.6880874634, weight_update_time: 0.0771076828, other_time: 1.6108894348
epoch time: 5.5966706276s, input_fired_time: 0.0735541210, output_fired_time: 0.0000000000, propagate_forward_time: 5.2491607666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2739558220
validation[          , genome  6363] predictions:    9665/  10000 (96.65%), best:    9746/10000 (97.46%), error:      1066.06079, best error:       816.92487 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 66.3032302856s, input_fired_time: 0.6899574995, output_fired_time: 0.4144580066, propagate_forward_time: 26.5426883698, propagate_backward_time: 37.0383567810, weight_update_time: 0.0774406567, other_time: 1.6177711487
epoch time: 5.6048774719s, input_fired_time: 0.0742809847, output_fired_time: 0.0000000000, propagate_forward_time: 5.2555284500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2750678062
validation[          , genome  6363] predictions:    9697/  10000 (96.97%), best:    9746/10000 (97.46%), error:      1011.45190, best error:       816.92487 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 65.7697525024s, input_fired_time: 0.6880917549, output_fired_time: 0.4116046429, propagate_forward_time: 26.2996063232, propagate_backward_time: 36.7645721436, weight_update_time: 0.0773401111, other_time: 1.6058731079
epoch time: 5.5989098549s, input_fired_time: 0.0734073296, output_fired_time: 0.0000000000, propagate_forward_time: 5.2510099411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744927406
validation[          , genome  6363] predictions:    9742/  10000 (97.42%), best:    9746/10000 (97.46%), error:       873.90051, best error:       816.92487 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 65.6760406494s, input_fired_time: 0.6890738606, output_fired_time: 0.4124403596, propagate_forward_time: 26.2515068054, propagate_backward_time: 36.7144165039, weight_update_time: 0.0772955790, other_time: 1.6086082458
epoch time: 5.9878473282s, input_fired_time: 0.0770775825, output_fired_time: 0.0000000000, propagate_forward_time: 5.6202511787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905187607
validation[          , genome  6363] predictions:    9673/  10000 (96.73%), best:    9746/10000 (97.46%), error:      1105.69824, best error:       816.92487 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 66.1698074341s, input_fired_time: 0.6932903528, output_fired_time: 0.4161180556, propagate_forward_time: 26.4348239899, propagate_backward_time: 36.9763488770, weight_update_time: 0.0777599588, other_time: 1.6492309570
epoch time: 5.5960035324s, input_fired_time: 0.0733176395, output_fired_time: 0.0000000000, propagate_forward_time: 5.2485885620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2740974426
validation[          , genome  6363] predictions:    9744/  10000 (97.44%), best:    9746/10000 (97.46%), error:       823.73383, best error:       816.92487 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 65.8443908691s, input_fired_time: 0.6909896135, output_fired_time: 0.4125368893, propagate_forward_time: 26.3338775635, propagate_backward_time: 36.7699127197, weight_update_time: 0.0771736950, other_time: 1.6370773315
epoch time: 5.5990934372s, input_fired_time: 0.0746863857, output_fired_time: 0.0000000000, propagate_forward_time: 5.2495470047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2748599052
validation[          , genome  6363] predictions:    9690/  10000 (96.90%), best:    9746/10000 (97.46%), error:      1029.97192, best error:       816.92487 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 65.5895996094s, input_fired_time: 0.6877914667, output_fired_time: 0.4097049534, propagate_forward_time: 26.2342300415, propagate_backward_time: 36.6584510803, weight_update_time: 0.0769264176, other_time: 1.5994224548
epoch time: 5.5848660469s, input_fired_time: 0.0728265643, output_fired_time: 0.0000000000, propagate_forward_time: 5.2444772720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675623894
validation[          , genome  6363] predictions:    9634/  10000 (96.34%), best:    9746/10000 (97.46%), error:      1189.72485, best error:       816.92487 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 65.5635452271s, input_fired_time: 0.6849548221, output_fired_time: 0.4080213010, propagate_forward_time: 26.2333469391, propagate_backward_time: 36.6618461609, weight_update_time: 0.0769913569, other_time: 1.5753822327
epoch time: 5.5854258537s, input_fired_time: 0.0727023110, output_fired_time: 0.0000000000, propagate_forward_time: 5.2440962791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2686271667
validation[          , genome  6363] predictions:    9697/  10000 (96.97%), best:    9746/10000 (97.46%), error:      1006.90912, best error:       816.92487 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 65.5258941650s, input_fired_time: 0.6824226975, output_fired_time: 0.4079224765, propagate_forward_time: 26.2236404419, propagate_backward_time: 36.6493072510, weight_update_time: 0.0770360753, other_time: 1.5625991821
epoch time: 5.5867152214s, input_fired_time: 0.0730009824, output_fired_time: 0.0000000000, propagate_forward_time: 5.2445249557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2691893578
validation[          , genome  6363] predictions:    9711/  10000 (97.11%), best:    9746/10000 (97.46%), error:       966.38141, best error:       816.92487 on epoch:    57, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 65.5204467773s, input_fired_time: 0.6830332875, output_fired_time: 0.4079937041, propagate_forward_time: 26.2219123840, propagate_backward_time: 36.6446571350, weight_update_time: 0.0773145109, other_time: 1.5628433228
epoch time: 5.5909600258s, input_fired_time: 0.0747405440, output_fired_time: 0.0000000000, propagate_forward_time: 5.2447109222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2715086937
validation[          , genome  6363] predictions:    9741/  10000 (97.41%), best:    9746/10000 (97.46%), error:       861.21448, best error:       816.92487 on epoch:    57, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 65.5501632690s, input_fired_time: 0.6867662072, output_fired_time: 0.4086691141, propagate_forward_time: 26.2306938171, propagate_backward_time: 36.6410942078, weight_update_time: 0.0769746527, other_time: 1.5829391479
epoch time: 5.5900187492s, input_fired_time: 0.0733610019, output_fired_time: 0.0000000000, propagate_forward_time: 5.2451806068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2714772224
validation[          , genome  6363] predictions:    9707/  10000 (97.07%), best:    9746/10000 (97.46%), error:      1007.41272, best error:       816.92487 on epoch:    57, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 65.5452423096s, input_fired_time: 0.6866092086, output_fired_time: 0.4095701873, propagate_forward_time: 26.2244796753, propagate_backward_time: 36.6408805847, weight_update_time: 0.0766293630, other_time: 1.5837059021
epoch time: 5.5905742645s, input_fired_time: 0.0736263692, output_fired_time: 0.0000000000, propagate_forward_time: 5.2457308769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2712168694
validation[          , genome  6363] predictions:    9717/  10000 (97.17%), best:    9746/10000 (97.46%), error:       918.72052, best error:       816.92487 on epoch:    57, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 65.9227447510s, input_fired_time: 0.6904159784, output_fired_time: 0.4118808806, propagate_forward_time: 26.3523559570, propagate_backward_time: 36.8714752197, weight_update_time: 0.0770475417, other_time: 1.5966186523
epoch time: 5.5914859772s, input_fired_time: 0.0735714212, output_fired_time: 0.0000000000, propagate_forward_time: 5.2465372086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2713775635
validation[          , genome  6363] predictions:    9691/  10000 (96.91%), best:    9746/10000 (97.46%), error:      1021.20972, best error:       816.92487 on epoch:    57, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 65.9624786377s, input_fired_time: 0.6924898624, output_fired_time: 0.4122578502, propagate_forward_time: 26.4005451202, propagate_backward_time: 36.8516235352, weight_update_time: 0.0773589239, other_time: 1.6055679321
epoch time: 5.5917592049s, input_fired_time: 0.0737887695, output_fired_time: 0.0000000000, propagate_forward_time: 5.2459092140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2720613480
validation[          , genome  6363] predictions:    9719/  10000 (97.19%), best:    9746/10000 (97.46%), error:       955.68481, best error:       816.92487 on epoch:    57, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 67.0564651489s, input_fired_time: 0.6969611049, output_fired_time: 0.4174893796, propagate_forward_time: 26.8339099884, propagate_backward_time: 37.4684257507, weight_update_time: 0.0782666504, other_time: 1.6396827698
epoch time: 5.5997533798s, input_fired_time: 0.0750134364, output_fired_time: 0.0000000000, propagate_forward_time: 5.2488608360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2758789062
validation[          , genome  6363] predictions:    9709/  10000 (97.09%), best:    9746/10000 (97.46%), error:      1009.44232, best error:       816.92487 on epoch:    57, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 65.5686645508s, input_fired_time: 0.6870071292, output_fired_time: 0.4104616344, propagate_forward_time: 26.2268600464, propagate_backward_time: 36.6510734558, weight_update_time: 0.0772926733, other_time: 1.5932655334
epoch time: 5.5866122246s, input_fired_time: 0.0737051964, output_fired_time: 0.0000000000, propagate_forward_time: 5.2453203201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675867081
validation[          , genome  6363] predictions:    9740/  10000 (97.40%), best:    9746/10000 (97.46%), error:       882.63672, best error:       816.92487 on epoch:    57, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 65.5068511963s, input_fired_time: 0.6859200001, output_fired_time: 0.4070652127, propagate_forward_time: 26.2171840668, propagate_backward_time: 36.6434555054, weight_update_time: 0.0769326463, other_time: 1.5532226562
epoch time: 5.5838532448s, input_fired_time: 0.0731416121, output_fired_time: 0.0000000000, propagate_forward_time: 5.2438893318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2668223381
validation[          , genome  6363] predictions:    9748/  10000 (97.48%), best:    9746/10000 (97.46%), error:       832.47754, best error:       816.92487 on epoch:    57, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 65.5454940796s, input_fired_time: 0.6865926981, output_fired_time: 0.4080231786, propagate_forward_time: 26.2369422913, propagate_backward_time: 36.6657524109, weight_update_time: 0.0767604858, other_time: 1.5481872559
epoch time: 5.6149249077s, input_fired_time: 0.0756482258, output_fired_time: 0.0000000000, propagate_forward_time: 5.2640933990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2751832008
validation[          , genome  6363] predictions:    9689/  10000 (96.89%), best:    9746/10000 (97.46%), error:       989.73822, best error:       816.92487 on epoch:    57, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 65.4821395874s, input_fired_time: 0.6867723465, output_fired_time: 0.4072717130, propagate_forward_time: 26.2119522095, propagate_backward_time: 36.6331138611, weight_update_time: 0.0768461898, other_time: 1.5430259705
epoch time: 5.5855550766s, input_fired_time: 0.0736473575, output_fired_time: 0.0000000000, propagate_forward_time: 5.2451806068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2667269707
validation[          , genome  6363] predictions:    9713/  10000 (97.13%), best:    9746/10000 (97.46%), error:       944.82269, best error:       816.92487 on epoch:    57, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 66.4279479980s, input_fired_time: 0.6939575076, output_fired_time: 0.4125438929, propagate_forward_time: 26.5914745331, propagate_backward_time: 37.1360435486, weight_update_time: 0.0778125152, other_time: 1.5939292908
epoch time: 5.5911517143s, input_fired_time: 0.0749151781, output_fired_time: 0.0000000000, propagate_forward_time: 5.2455630302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2706732750
validation[          , genome  6363] predictions:    9722/  10000 (97.22%), best:    9746/10000 (97.46%), error:       874.18970, best error:       816.92487 on epoch:    57, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 65.5452499390s, input_fired_time: 0.6905813217, output_fired_time: 0.4082627892, propagate_forward_time: 26.2228965759, propagate_backward_time: 36.6579856873, weight_update_time: 0.0774216130, other_time: 1.5655212402
epoch time: 5.5881757736s, input_fired_time: 0.0744778067, output_fired_time: 0.0000000000, propagate_forward_time: 5.2445740700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2691240311
validation[          , genome  6363] predictions:    9736/  10000 (97.36%), best:    9746/10000 (97.46%), error:       912.68701, best error:       816.92487 on epoch:    57, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 65.5613861084s, input_fired_time: 0.6914820671, output_fired_time: 0.4084781110, propagate_forward_time: 26.2374649048, propagate_backward_time: 36.6583404541, weight_update_time: 0.0775111094, other_time: 1.5656204224
epoch time: 5.5892996788s, input_fired_time: 0.0743902624, output_fired_time: 0.0000000000, propagate_forward_time: 5.2468891144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2680201530
validation[          , genome  6363] predictions:    9745/  10000 (97.45%), best:    9746/10000 (97.46%), error:       840.88892, best error:       816.92487 on epoch:    57, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 65.7176361084s, input_fired_time: 0.6946203709, output_fired_time: 0.4093222022, propagate_forward_time: 26.2778549194, propagate_backward_time: 36.7402038574, weight_update_time: 0.0778535828, other_time: 1.5956344604
epoch time: 5.6212396622s, input_fired_time: 0.0768028051, output_fired_time: 0.0000000000, propagate_forward_time: 5.2701196671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2743172646
validation[          , genome  6363] predictions:    9698/  10000 (96.98%), best:    9746/10000 (97.46%), error:      1020.12506, best error:       816.92487 on epoch:    57, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 65.8791809082s, input_fired_time: 0.6969861388, output_fired_time: 0.4109718800, propagate_forward_time: 26.3360748291, propagate_backward_time: 36.8176918030, weight_update_time: 0.0774647444, other_time: 1.6174583435
epoch time: 5.5970129967s, input_fired_time: 0.0745833740, output_fired_time: 0.0000000000, propagate_forward_time: 5.2505302429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2718992233
validation[          , genome  6363] predictions:    9753/  10000 (97.53%), best:    9746/10000 (97.46%), error:       846.13953, best error:       816.92487 on epoch:    57, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 66.2080688477s, input_fired_time: 0.7013908029, output_fired_time: 0.4140451849, propagate_forward_time: 26.4817142487, propagate_backward_time: 36.9922866821, weight_update_time: 0.0771630257, other_time: 1.6186294556
epoch time: 5.5982089043s, input_fired_time: 0.0751081631, output_fired_time: 0.0000000000, propagate_forward_time: 5.2501888275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2729120255
validation[          , genome  6363] predictions:    9717/  10000 (97.17%), best:    9746/10000 (97.46%), error:       910.66296, best error:       816.92487 on epoch:    57, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 65.7775192261s, input_fired_time: 0.6941396594, output_fired_time: 0.4103048742, propagate_forward_time: 26.3089637756, propagate_backward_time: 36.7724609375, weight_update_time: 0.0769500285, other_time: 1.5916557312
epoch time: 5.5974526405s, input_fired_time: 0.0755284801, output_fired_time: 0.0000000000, propagate_forward_time: 5.2512421608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2706818581
validation[          , genome  6363] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       748.90155, best error:       748.90155 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 65.7166671753s, input_fired_time: 0.6920504570, output_fired_time: 0.4100745916, propagate_forward_time: 26.2802410126, propagate_backward_time: 36.7639389038, weight_update_time: 0.0770565346, other_time: 1.5703659058
epoch time: 5.5895075798s, input_fired_time: 0.0751531422, output_fired_time: 0.0000000000, propagate_forward_time: 5.2432718277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2710824013
validation[          , genome  6363] predictions:    9755/  10000 (97.55%), best:    9763/10000 (97.63%), error:       828.29901, best error:       748.90155 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 65.5297088623s, input_fired_time: 0.6882933378, output_fired_time: 0.4073116779, propagate_forward_time: 26.2258377075, propagate_backward_time: 36.6489868164, weight_update_time: 0.0770107210, other_time: 1.5592803955
epoch time: 5.5856938362s, input_fired_time: 0.0746852010, output_fired_time: 0.0000000000, propagate_forward_time: 5.2426333427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2683753967
validation[          , genome  6363] predictions:    9719/  10000 (97.19%), best:    9763/10000 (97.63%), error:       904.79559, best error:       748.90155 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 66.6558151245s, input_fired_time: 0.6962703466, output_fired_time: 0.4130260348, propagate_forward_time: 26.7021579742, propagate_backward_time: 37.2378616333, weight_update_time: 0.0776221752, other_time: 1.6064987183
epoch time: 5.6009407043s, input_fired_time: 0.0745333582, output_fired_time: 0.0000000000, propagate_forward_time: 5.2551460266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2712612152
validation[          , genome  6363] predictions:    9757/  10000 (97.57%), best:    9763/10000 (97.63%), error:       800.54565, best error:       748.90155 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 65.6483612061s, input_fired_time: 0.6904830933, output_fired_time: 0.4084202945, propagate_forward_time: 26.2710475922, propagate_backward_time: 36.7029914856, weight_update_time: 0.0770701692, other_time: 1.5754203796
epoch time: 5.6099410057s, input_fired_time: 0.0758410245, output_fired_time: 0.0000000000, propagate_forward_time: 5.2622318268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2718682289
validation[          , genome  6363] predictions:    9773/  10000 (97.73%), best:    9763/10000 (97.63%), error:       767.01141, best error:       748.90155 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 66.6424484253s, input_fired_time: 0.7002152801, output_fired_time: 0.4150731564, propagate_forward_time: 26.6729793549, propagate_backward_time: 37.2627563477, weight_update_time: 0.0744089410, other_time: 1.5914230347
epoch time: 5.6605763435s, input_fired_time: 0.0760705695, output_fired_time: 0.0000000000, propagate_forward_time: 5.3065695763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2779359818
validation[          , genome  6363] predictions:    9730/  10000 (97.30%), best:    9763/10000 (97.63%), error:       861.38214, best error:       748.90155 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 65.5346527100s, input_fired_time: 0.6849420071, output_fired_time: 0.4058983326, propagate_forward_time: 26.2563972473, propagate_backward_time: 36.6536979675, weight_update_time: 0.0716278255, other_time: 1.5337142944
epoch time: 5.5877747536s, input_fired_time: 0.0743311718, output_fired_time: 0.0000000000, propagate_forward_time: 5.2419042587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2715392113
validation[          , genome  6363] predictions:    9753/  10000 (97.53%), best:    9763/10000 (97.63%), error:       786.70880, best error:       748.90155 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 66.4067459106s, input_fired_time: 0.6941713095, output_fired_time: 0.4168184400, propagate_forward_time: 26.5700664520, propagate_backward_time: 37.1503067017, weight_update_time: 0.0722830147, other_time: 1.5753860474
epoch time: 5.6567802429s, input_fired_time: 0.0763933957, output_fired_time: 0.0000000000, propagate_forward_time: 5.2984585762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2819280624
validation[          , genome  6363] predictions:    9744/  10000 (97.44%), best:    9763/10000 (97.63%), error:       853.87335, best error:       748.90155 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 66.6838760376s, input_fired_time: 0.7007858753, output_fired_time: 0.4225355089, propagate_forward_time: 26.5973320007, propagate_backward_time: 37.3513603210, weight_update_time: 0.0726839676, other_time: 1.6118621826
epoch time: 5.6812801361s, input_fired_time: 0.0766751245, output_fired_time: 0.0000000000, propagate_forward_time: 5.3266415596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2779636383
validation[          , genome  6363] predictions:    9717/  10000 (97.17%), best:    9763/10000 (97.63%), error:       892.49976, best error:       748.90155 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 69.7066726685s, input_fired_time: 0.7248346806, output_fired_time: 0.4358584583, propagate_forward_time: 27.9104900360, propagate_backward_time: 38.9547195435, weight_update_time: 0.0766436011, other_time: 1.6807632446
epoch time: 5.8186993599s, input_fired_time: 0.0767411888, output_fired_time: 0.0000000000, propagate_forward_time: 5.4559330940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2860250473
validation[          , genome  6363] predictions:    9718/  10000 (97.18%), best:    9763/10000 (97.63%), error:       938.39087, best error:       748.90155 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 71.5799026489s, input_fired_time: 0.7303377390, output_fired_time: 0.4467999041, propagate_forward_time: 28.7761096954, propagate_backward_time: 39.9529724121, weight_update_time: 0.0778017268, other_time: 1.6736831665
epoch time: 5.5988311768s, input_fired_time: 0.0758533850, output_fired_time: 0.0000000000, propagate_forward_time: 5.2477550507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2752227783
validation[          , genome  6363] predictions:    9742/  10000 (97.42%), best:    9763/10000 (97.63%), error:       862.11548, best error:       748.90155 on epoch:    90, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 28.9593276978s, input_fired_time: 0.3852448761, output_fired_time: 0.0000000000, propagate_forward_time: 27.1333427429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4407405853
best training[          , genome  6363] predictions:   49571/  50000 (99.14%), best:    9763/10000 (97.63%), error:      1741.20898, best error:       748.90155 on epoch:    90, 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: 5.9268436432s, input_fired_time: 0.0766460001, output_fired_time: 0.0000000000, propagate_forward_time: 5.5576381683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2925596237
   testing[          , genome  6363] predictions:    9767/  10000 (97.67%), best:    9763/10000 (97.63%), error:       785.19672, best error:       748.90155 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:40:12 (4608): called boinc_finish(0)

</stderr_txt>
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