Nameexact_genome_1512568488_41_6875_0
Workunit2605627
Created7 Dec 2017, 22:27:38 UTC
Sent7 Dec 2017, 22:32:32 UTC
Report deadline17 Dec 2017, 13:10:58 UTC
Received8 Dec 2017, 18:54:59 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID61083
Run time2 hours 18 min 35 sec
CPU time2 hours 16 min 23 sec
Validate stateValid
Credit2,402.51
Device peak FLOPS3.13 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>
st error:      1017.22266 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 187.8337554932s, input_fired_time: 0.9284057617, output_fired_time: 2.6029784679, propagate_forward_time: 70.4497070313, propagate_backward_time: 112.3923492432, weight_update_time: 0.0743281245, other_time: 1.4603118896
epoch time: 11.9349584579s, input_fired_time: 1.1929423809, output_fired_time: 0.0000000000, propagate_forward_time: 10.5005931854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2414226532
validation[          , genome  6875] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       975.23608, best error:       975.23608 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 187.7948455811s, input_fired_time: 2.9053828716, output_fired_time: 0.6436691880, propagate_forward_time: 48.1950607300, propagate_backward_time: 134.5952911377, weight_update_time: 0.0741831958, other_time: 1.4554290771
epoch time: 11.6993255615s, input_fired_time: 0.0975907221, output_fired_time: 0.0000000000, propagate_forward_time: 10.3725013733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2292337418
validation[          , genome  6875] predictions:    9600/  10000 (96.00%), best:    9709/10000 (97.09%), error:      1293.53528, best error:       975.23608 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 183.5395202637s, input_fired_time: 2.9000990391, output_fired_time: 1.6173006296, propagate_forward_time: 56.7724037170, propagate_backward_time: 120.7944107056, weight_update_time: 0.0739369839, other_time: 1.4553146362
epoch time: 10.7197647095s, input_fired_time: 0.0976605341, output_fired_time: 0.0000000000, propagate_forward_time: 10.3752384186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2468662262
validation[          , genome  6875] predictions:    9688/  10000 (96.88%), best:    9709/10000 (97.09%), error:      1054.09424, best error:       975.23608 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 187.9806518555s, input_fired_time: 3.8757030964, output_fired_time: 2.7090764046, propagate_forward_time: 66.3936080933, propagate_backward_time: 109.5000762939, weight_update_time: 0.0748106688, other_time: 5.5021896362
epoch time: 12.7207384109s, input_fired_time: 0.0964647755, output_fired_time: 0.0000000000, propagate_forward_time: 10.4177703857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2065029144
validation[          , genome  6875] predictions:    9683/  10000 (96.83%), best:    9709/10000 (97.09%), error:      1061.49023, best error:       975.23608 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 185.5579681396s, input_fired_time: 0.9331269264, output_fired_time: 0.6417225003, propagate_forward_time: 54.0355644226, propagate_backward_time: 128.4724426270, weight_update_time: 0.0748272985, other_time: 1.4751129150
epoch time: 11.9330959320s, input_fired_time: 0.1025815830, output_fired_time: 0.0000000000, propagate_forward_time: 11.5706205368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2598934174
validation[          , genome  6875] predictions:    9618/  10000 (96.18%), best:    9709/10000 (97.09%), error:      1207.74280, best error:       975.23608 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 189.6174926758s, input_fired_time: 2.0228893757, output_fired_time: 0.6372933388, propagate_forward_time: 47.2908287048, propagate_backward_time: 136.2332305908, weight_update_time: 0.0757316276, other_time: 3.4332427979
epoch time: 11.6922531128s, input_fired_time: 0.0987963080, output_fired_time: 0.0000000000, propagate_forward_time: 11.3473987579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2460584641
validation[          , genome  6875] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       935.73749, best error:       935.73749 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 184.7344055176s, input_fired_time: 2.8963913918, output_fired_time: 0.6356978416, propagate_forward_time: 55.1898651123, propagate_backward_time: 122.5799560547, weight_update_time: 0.0744477063, other_time: 3.4324951172
epoch time: 11.7492647171s, input_fired_time: 0.1074810997, output_fired_time: 0.0000000000, propagate_forward_time: 11.3851594925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2566242218
validation[          , genome  6875] predictions:    9714/  10000 (97.14%), best:    9704/10000 (97.04%), error:       969.12408, best error:       935.73749 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 186.4589385986s, input_fired_time: 2.9073071480, output_fired_time: 0.6452634335, propagate_forward_time: 52.0446281433, propagate_backward_time: 125.4267272949, weight_update_time: 0.0752384663, other_time: 5.4350128174
epoch time: 10.9110097885s, input_fired_time: 2.1773152351, output_fired_time: 0.0000000000, propagate_forward_time: 8.4936342239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2400598526
validation[          , genome  6875] predictions:    9698/  10000 (96.98%), best:    9704/10000 (97.04%), error:       990.60986, best error:       935.73749 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 190.9588012695s, input_fired_time: 1.9164166451, output_fired_time: 0.6306756139, propagate_forward_time: 69.3182678223, propagate_backward_time: 115.6713562012, weight_update_time: 0.0739343017, other_time: 3.4220886230
epoch time: 13.0191249847s, input_fired_time: 0.0989681259, output_fired_time: 0.0000000000, propagate_forward_time: 12.6775531769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2426033020
validation[          , genome  6875] predictions:    9711/  10000 (97.11%), best:    9704/10000 (97.04%), error:       953.41052, best error:       935.73749 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 188.3842926025s, input_fired_time: 1.9410134554, output_fired_time: 5.5589146614, propagate_forward_time: 48.3744087219, propagate_backward_time: 131.0374450684, weight_update_time: 0.0745890588, other_time: 1.4725189209
epoch time: 13.0150442123s, input_fired_time: 0.0970749483, output_fired_time: 0.0000000000, propagate_forward_time: 9.6051692963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3128004074
validation[          , genome  6875] predictions:    9710/  10000 (97.10%), best:    9704/10000 (97.04%), error:       983.02423, best error:       935.73749 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 190.4886627197s, input_fired_time: 0.9330824614, output_fired_time: 0.6344673038, propagate_forward_time: 54.6637802124, propagate_backward_time: 126.7747344971, weight_update_time: 0.0740698650, other_time: 7.4826202393
epoch time: 10.8224706650s, input_fired_time: 0.0978116170, output_fired_time: 0.0000000000, propagate_forward_time: 8.5110530853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2136058807
validation[          , genome  6875] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       923.88226, best error:       923.88226 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 187.9796600342s, input_fired_time: 0.9304791689, output_fired_time: 0.6340658665, propagate_forward_time: 50.4166564941, propagate_backward_time: 134.5434112549, weight_update_time: 0.0743227974, other_time: 1.4550476074
epoch time: 42.7867240906s, input_fired_time: 0.0988374576, output_fired_time: 0.0000000000, propagate_forward_time: 42.4327850342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2551002502
validation[          , genome  6875] predictions:    9730/  10000 (97.30%), best:    9736/10000 (97.36%), error:       947.43921, best error:       923.88226 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 188.4096527100s, input_fired_time: 0.9389124513, output_fired_time: 0.6400371790, propagate_forward_time: 68.5436477661, propagate_backward_time: 116.8106002808, weight_update_time: 0.0752449036, other_time: 1.4764556885
epoch time: 10.7327098846s, input_fired_time: 0.0989722982, output_fired_time: 0.0000000000, propagate_forward_time: 10.3874559402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2462816238
validation[          , genome  6875] predictions:    9726/  10000 (97.26%), best:    9736/10000 (97.36%), error:       931.89105, best error:       923.88226 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 188.0605621338s, input_fired_time: 0.9416865706, output_fired_time: 0.6440233588, propagate_forward_time: 51.3667449951, propagate_backward_time: 130.6634063721, weight_update_time: 0.0767503008, other_time: 4.4447021484
epoch time: 11.6821050644s, input_fired_time: 0.0982321948, output_fired_time: 0.0000000000, propagate_forward_time: 11.3388528824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2450199127
validation[          , genome  6875] predictions:    9722/  10000 (97.22%), best:    9736/10000 (97.36%), error:       973.98492, best error:       923.88226 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 190.0972595215s, input_fired_time: 4.8800301552, output_fired_time: 0.6404946446, propagate_forward_time: 58.6982650757, propagate_backward_time: 117.3912124634, weight_update_time: 0.0749515072, other_time: 8.4872589111
epoch time: 11.9265451431s, input_fired_time: 0.0995183289, output_fired_time: 0.0000000000, propagate_forward_time: 11.5817375183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2452888489
validation[          , genome  6875] predictions:    9722/  10000 (97.22%), best:    9736/10000 (97.36%), error:       928.16278, best error:       923.88226 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 188.1986541748s, input_fired_time: 0.9361586571, output_fired_time: 0.6349257827, propagate_forward_time: 64.6578674316, propagate_backward_time: 117.5579223633, weight_update_time: 1.0601370335, other_time: 4.4117889404
epoch time: 11.9015846252s, input_fired_time: 0.0983398110, output_fired_time: 0.0000000000, propagate_forward_time: 11.5626029968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2406415939
validation[          , genome  6875] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       905.35730, best error:       905.35730 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 192.5615997314s, input_fired_time: 2.9050376415, output_fired_time: 0.6306372285, propagate_forward_time: 50.7143783569, propagate_backward_time: 136.8151550293, weight_update_time: 0.0742405131, other_time: 1.4963989258
epoch time: 11.8868656158s, input_fired_time: 1.0826994181, output_fired_time: 0.0000000000, propagate_forward_time: 10.5619163513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2422494888
validation[          , genome  6875] predictions:    9720/  10000 (97.20%), best:    9713/10000 (97.13%), error:       955.51050, best error:       905.35730 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 185.9828491211s, input_fired_time: 0.9314095974, output_fired_time: 0.6307933331, propagate_forward_time: 37.0255584717, propagate_backward_time: 141.0245666504, weight_update_time: 0.0737666637, other_time: 6.3705139160
epoch time: 10.7131757736s, input_fired_time: 0.0984682292, output_fired_time: 0.0000000000, propagate_forward_time: 10.3734159470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2412919998
validation[          , genome  6875] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       934.15454, best error:       905.35730 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 190.1556243896s, input_fired_time: 2.9001772404, output_fired_time: 5.7742733955, propagate_forward_time: 62.8880691528, propagate_backward_time: 111.1316604614, weight_update_time: 0.0741514415, other_time: 7.4614410400
epoch time: 11.9137868881s, input_fired_time: 0.0973180979, output_fired_time: 0.0000000000, propagate_forward_time: 11.5690755844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2473936081
validation[          , genome  6875] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       891.10217, best error:       891.10217 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 187.8134155273s, input_fired_time: 1.9171316624, output_fired_time: 0.6286824346, propagate_forward_time: 52.3760795593, propagate_backward_time: 125.5424728394, weight_update_time: 0.0734698698, other_time: 7.3490524292
epoch time: 12.0300960541s, input_fired_time: 0.0981861353, output_fired_time: 0.0000000000, propagate_forward_time: 9.7186040878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2133054733
validation[          , genome  6875] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       857.83112, best error:       857.83112 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 189.7680053711s, input_fired_time: 0.9371050000, output_fired_time: 2.6036899090, propagate_forward_time: 44.3256111145, propagate_backward_time: 135.3100738525, weight_update_time: 0.0740468502, other_time: 6.5915374756
epoch time: 12.9956073761s, input_fired_time: 0.0980208144, output_fired_time: 0.0000000000, propagate_forward_time: 12.6583013535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2392854691
validation[          , genome  6875] predictions:    9679/  10000 (96.79%), best:    9757/10000 (97.57%), error:      1071.71826, best error:       857.83112 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 192.8423461914s, input_fired_time: 2.9017078876, output_fired_time: 0.6279954314, propagate_forward_time: 64.0631484985, propagate_backward_time: 123.8012771606, weight_update_time: 0.0733521134, other_time: 1.4482269287
epoch time: 11.9911422729s, input_fired_time: 0.0975695774, output_fired_time: 0.0000000000, propagate_forward_time: 8.5900230408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3035497665
validation[          , genome  6875] predictions:    9737/  10000 (97.37%), best:    9757/10000 (97.57%), error:       933.75403, best error:       857.83112 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 192.2954559326s, input_fired_time: 1.9154330492, output_fired_time: 0.6289576888, propagate_forward_time: 46.5377960205, propagate_backward_time: 140.6762847900, weight_update_time: 0.0732874870, other_time: 2.5369873047
epoch time: 13.1892156601s, input_fired_time: 0.1000827998, output_fired_time: 0.0000000000, propagate_forward_time: 12.8340396881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2550935745
validation[          , genome  6875] predictions:    9709/  10000 (97.09%), best:    9757/10000 (97.57%), error:       975.67957, best error:       857.83112 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 185.9181365967s, input_fired_time: 3.8848421574, output_fired_time: 0.6270621419, propagate_forward_time: 42.1650314331, propagate_backward_time: 136.8046875000, weight_update_time: 0.0730745420, other_time: 2.4365234375
epoch time: 13.0319709778s, input_fired_time: 0.0984727442, output_fired_time: 0.0000000000, propagate_forward_time: 12.6841993332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2492990494
validation[          , genome  6875] predictions:    9750/  10000 (97.50%), best:    9757/10000 (97.57%), error:       883.67529, best error:       857.83112 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 189.8547515869s, input_fired_time: 3.9953672886, output_fired_time: 0.6272886992, propagate_forward_time: 71.8281250000, propagate_backward_time: 107.9140548706, weight_update_time: 0.0737791210, other_time: 5.4899215698
epoch time: 11.8883171082s, input_fired_time: 0.0984859914, output_fired_time: 0.0000000000, propagate_forward_time: 11.5503416061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2394895554
validation[          , genome  6875] predictions:    9743/  10000 (97.43%), best:    9757/10000 (97.57%), error:       866.70087, best error:       857.83112 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 190.2641143799s, input_fired_time: 3.8893928528, output_fired_time: 5.6635227203, propagate_forward_time: 77.3357086182, propagate_backward_time: 101.9163818359, weight_update_time: 0.0738546252, other_time: 1.4591064453
epoch time: 13.0283670425s, input_fired_time: 0.0991184562, output_fired_time: 0.0000000000, propagate_forward_time: 12.6765365601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2527122498
validation[          , genome  6875] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       792.74658, best error:       792.74658 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 189.6789245605s, input_fired_time: 0.9344719648, output_fired_time: 1.6158589125, propagate_forward_time: 42.3075447083, propagate_backward_time: 142.3790588379, weight_update_time: 0.0742379501, other_time: 2.4419860840
epoch time: 12.6927576065s, input_fired_time: 0.0989473388, output_fired_time: 0.0000000000, propagate_forward_time: 12.3497285843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2440814972
validation[          , genome  6875] predictions:    9752/  10000 (97.52%), best:    9782/10000 (97.82%), error:       894.77399, best error:       792.74658 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 184.5823669434s, input_fired_time: 1.9188550711, output_fired_time: 0.6317556500, propagate_forward_time: 53.9027214050, propagate_backward_time: 121.6447753906, weight_update_time: 0.0736394003, other_time: 6.4842529297
epoch time: 12.8307228088s, input_fired_time: 0.1010467634, output_fired_time: 0.0000000000, propagate_forward_time: 12.4817638397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2479124069
validation[          , genome  6875] predictions:    9730/  10000 (97.30%), best:    9782/10000 (97.82%), error:       925.98712, best error:       792.74658 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 189.7757568359s, input_fired_time: 3.9963583946, output_fired_time: 2.6022183895, propagate_forward_time: 62.7115173340, propagate_backward_time: 118.0246505737, weight_update_time: 0.0742091537, other_time: 2.4410171509
epoch time: 12.8917865753s, input_fired_time: 0.0990995020, output_fired_time: 0.0000000000, propagate_forward_time: 10.5796337128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2130537033
validation[          , genome  6875] predictions:    9756/  10000 (97.56%), best:    9782/10000 (97.82%), error:       844.43878, best error:       792.74658 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 191.2627105713s, input_fired_time: 1.9433410168, output_fired_time: 0.6496104002, propagate_forward_time: 55.7174797058, propagate_backward_time: 128.2743835449, weight_update_time: 0.0753635168, other_time: 4.6778869629
epoch time: 10.6669836044s, input_fired_time: 0.0991335511, output_fired_time: 0.0000000000, propagate_forward_time: 10.3323488235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2355012894
validation[          , genome  6875] predictions:    9638/  10000 (96.38%), best:    9782/10000 (97.82%), error:      1159.17065, best error:       792.74658 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 185.7606048584s, input_fired_time: 2.9069120884, output_fired_time: 0.6343337297, propagate_forward_time: 57.1986885071, propagate_backward_time: 121.5772094727, weight_update_time: 0.0750493631, other_time: 3.4434661865
epoch time: 11.9278554916s, input_fired_time: 0.1003764793, output_fired_time: 0.0000000000, propagate_forward_time: 10.5969572067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2305221558
validation[          , genome  6875] predictions:    9743/  10000 (97.43%), best:    9782/10000 (97.82%), error:       896.50934, best error:       792.74658 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 187.1002197266s, input_fired_time: 0.9254088402, output_fired_time: 3.6922957897, propagate_forward_time: 49.2174797058, propagate_backward_time: 129.7303466797, weight_update_time: 0.0737473741, other_time: 3.5346832275
epoch time: 12.8339548111s, input_fired_time: 0.1077555940, output_fired_time: 0.0000000000, propagate_forward_time: 12.4735107422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2526884079
validation[          , genome  6875] predictions:    9713/  10000 (97.13%), best:    9782/10000 (97.82%), error:       987.34332, best error:       792.74658 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 188.1644744873s, input_fired_time: 1.9193854332, output_fired_time: 2.7117514610, propagate_forward_time: 42.1761207581, propagate_backward_time: 138.9180755615, weight_update_time: 0.0742428452, other_time: 2.4391479492
epoch time: 12.7728977203s, input_fired_time: 0.0996198505, output_fired_time: 0.0000000000, propagate_forward_time: 12.4283800125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2448978424
validation[          , genome  6875] predictions:    9739/  10000 (97.39%), best:    9782/10000 (97.82%), error:       868.71582, best error:       792.74658 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 185.2805023193s, input_fired_time: 3.0231707096, output_fired_time: 2.6096251011, propagate_forward_time: 47.7601928711, propagate_backward_time: 130.4062194824, weight_update_time: 0.0756383091, other_time: 1.4812927246
epoch time: 11.9304285049s, input_fired_time: 0.0994019359, output_fired_time: 0.0000000000, propagate_forward_time: 11.5828065872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2482204437
validation[          , genome  6875] predictions:    9746/  10000 (97.46%), best:    9782/10000 (97.82%), error:       944.56097, best error:       792.74658 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 180.4501342773s, input_fired_time: 1.9279104471, output_fired_time: 2.6041986942, propagate_forward_time: 54.9986648560, propagate_backward_time: 118.4681167603, weight_update_time: 0.0759773999, other_time: 2.4512329102
epoch time: 10.7299823761s, input_fired_time: 0.1008386984, output_fired_time: 0.0000000000, propagate_forward_time: 10.3736371994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2555065155
validation[          , genome  6875] predictions:    9676/  10000 (96.76%), best:    9782/10000 (97.82%), error:      1063.48145, best error:       792.74658 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 184.9876403809s, input_fired_time: 4.8656034470, output_fired_time: 1.6137318611, propagate_forward_time: 49.1383666992, propagate_backward_time: 124.8622970581, weight_update_time: 0.0740143135, other_time: 4.5076370239
epoch time: 12.7677392960s, input_fired_time: 0.0986789167, output_fired_time: 0.0000000000, propagate_forward_time: 12.4279985428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2410621643
validation[          , genome  6875] predictions:    9747/  10000 (97.47%), best:    9782/10000 (97.82%), error:       870.59698, best error:       792.74658 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 192.9259185791s, input_fired_time: 0.9554072618, output_fired_time: 0.6554087400, propagate_forward_time: 55.6614456177, propagate_backward_time: 133.1623535156, weight_update_time: 0.0767623708, other_time: 2.4913024902
epoch time: 12.9312934875s, input_fired_time: 1.0895966291, output_fired_time: 0.0000000000, propagate_forward_time: 11.5789527893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2627439499
validation[          , genome  6875] predictions:    9741/  10000 (97.41%), best:    9782/10000 (97.82%), error:       897.94458, best error:       792.74658 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 188.4604492188s, input_fired_time: 4.0058636665, output_fired_time: 3.5977251530, propagate_forward_time: 57.4892349243, propagate_backward_time: 113.9065551758, weight_update_time: 0.0752180889, other_time: 9.4610671997
epoch time: 13.0254421234s, input_fired_time: 0.1006586105, output_fired_time: 0.0000000000, propagate_forward_time: 12.6738462448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2509374619
validation[          , genome  6875] predictions:    9738/  10000 (97.38%), best:    9782/10000 (97.82%), error:       917.42859, best error:       792.74658 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 188.0008239746s, input_fired_time: 1.9161635637, output_fired_time: 0.6271300912, propagate_forward_time: 47.1102256775, propagate_backward_time: 135.8083038330, weight_update_time: 0.0741306692, other_time: 2.5389862061
epoch time: 11.8944520950s, input_fired_time: 0.0992989540, output_fired_time: 0.0000000000, propagate_forward_time: 11.5529985428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2421541214
validation[          , genome  6875] predictions:    9754/  10000 (97.54%), best:    9782/10000 (97.82%), error:       807.90881, best error:       792.74658 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 188.8588256836s, input_fired_time: 4.8974838257, output_fired_time: 0.6509805322, propagate_forward_time: 63.6399765015, propagate_backward_time: 118.1649322510, weight_update_time: 0.0761491805, other_time: 1.5054397583
epoch time: 12.7640390396s, input_fired_time: 0.0987653807, output_fired_time: 0.0000000000, propagate_forward_time: 12.4249849319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2402887344
validation[          , genome  6875] predictions:    9702/  10000 (97.02%), best:    9782/10000 (97.82%), error:      1006.88617, best error:       792.74658 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 188.4130706787s, input_fired_time: 0.9591374397, output_fired_time: 1.6331077814, propagate_forward_time: 52.3822975159, propagate_backward_time: 129.9698181152, weight_update_time: 0.0767476484, other_time: 3.4687194824
epoch time: 11.9116106033s, input_fired_time: 0.1046084240, output_fired_time: 0.0000000000, propagate_forward_time: 11.5487222672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2582798004
validation[          , genome  6875] predictions:    9769/  10000 (97.69%), best:    9782/10000 (97.82%), error:       807.00183, best error:       792.74658 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 187.5620574951s, input_fired_time: 1.9363275766, output_fired_time: 0.6469168663, propagate_forward_time: 63.4694786072, propagate_backward_time: 118.0382232666, weight_update_time: 0.0773159042, other_time: 3.4711151123
epoch time: 12.0340795517s, input_fired_time: 0.0999943987, output_fired_time: 0.0000000000, propagate_forward_time: 11.6836938858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2503910065
validation[          , genome  6875] predictions:    9760/  10000 (97.60%), best:    9782/10000 (97.82%), error:       838.68567, best error:       792.74658 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 189.7266693115s, input_fired_time: 0.9423059821, output_fired_time: 0.6440281272, propagate_forward_time: 50.0091056824, propagate_backward_time: 132.5086212158, weight_update_time: 0.0744799003, other_time: 5.6226043701
epoch time: 11.7992858887s, input_fired_time: 0.1003516391, output_fired_time: 0.0000000000, propagate_forward_time: 11.4549283981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2440061569
validation[          , genome  6875] predictions:    9754/  10000 (97.54%), best:    9782/10000 (97.82%), error:       878.32550, best error:       792.74658 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 186.5780792236s, input_fired_time: 1.9235259295, output_fired_time: 1.6162118912, propagate_forward_time: 44.0987968445, propagate_backward_time: 135.5139007568, weight_update_time: 0.0752271563, other_time: 3.4256439209
epoch time: 12.9229831696s, input_fired_time: 0.1071015671, output_fired_time: 0.0000000000, propagate_forward_time: 12.5433120728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2725696564
validation[          , genome  6875] predictions:    9751/  10000 (97.51%), best:    9782/10000 (97.82%), error:       876.78577, best error:       792.74658 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 187.6515350342s, input_fired_time: 0.9481082559, output_fired_time: 0.6390731335, propagate_forward_time: 41.3396377563, propagate_backward_time: 143.2440948486, weight_update_time: 0.0752474964, other_time: 1.4806365967
epoch time: 11.8420715332s, input_fired_time: 0.1036712378, output_fired_time: 0.0000000000, propagate_forward_time: 11.4871091843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2512912750
validation[          , genome  6875] predictions:    9749/  10000 (97.49%), best:    9782/10000 (97.82%), error:       898.92609, best error:       792.74658 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 185.5103759766s, input_fired_time: 0.9485998154, output_fired_time: 1.6200277805, propagate_forward_time: 57.1186790466, propagate_backward_time: 122.3888626099, weight_update_time: 0.0751115829, other_time: 3.4342117310
epoch time: 10.7038917542s, input_fired_time: 0.0996288955, output_fired_time: 0.0000000000, propagate_forward_time: 10.3620815277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2421817780
validation[          , genome  6875] predictions:    9752/  10000 (97.52%), best:    9782/10000 (97.82%), error:       845.14270, best error:       792.74658 on epoch:    40, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 190.4279785156s, input_fired_time: 0.9621337652, output_fired_time: 2.6095013618, propagate_forward_time: 53.7833366394, propagate_backward_time: 131.5726928711, weight_update_time: 0.0783119500, other_time: 1.5003204346
epoch time: 10.7343778610s, input_fired_time: 2.0703811646, output_fired_time: 0.0000000000, propagate_forward_time: 7.4302744865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2337222099
validation[          , genome  6875] predictions:    9764/  10000 (97.64%), best:    9782/10000 (97.82%), error:       818.21393, best error:       792.74658 on epoch:    40, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 189.7205505371s, input_fired_time: 3.9112598896, output_fired_time: 0.6463117003, propagate_forward_time: 55.8262710571, propagate_backward_time: 119.7423858643, weight_update_time: 0.0769927129, other_time: 9.5943145752
epoch time: 11.8695812225s, input_fired_time: 0.1135073230, output_fired_time: 0.0000000000, propagate_forward_time: 11.4568014145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2992725372
validation[          , genome  6875] predictions:    9766/  10000 (97.66%), best:    9782/10000 (97.82%), error:       891.45251, best error:       792.74658 on epoch:    40, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 188.6325378418s, input_fired_time: 3.9102606773, output_fired_time: 2.6142897606, propagate_forward_time: 46.5029258728, propagate_backward_time: 126.2444839478, weight_update_time: 1.0611183643, other_time: 9.3605728149
epoch time: 10.8766489029s, input_fired_time: 2.0672743320, output_fired_time: 0.0000000000, propagate_forward_time: 8.5715255737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2378492355
validation[          , genome  6875] predictions:    9698/  10000 (96.98%), best:    9782/10000 (97.82%), error:      1034.63696, best error:       792.74658 on epoch:    40, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 190.9365386963s, input_fired_time: 1.9591745138, output_fired_time: 2.6338019371, propagate_forward_time: 66.7726364136, propagate_backward_time: 116.9456253052, weight_update_time: 0.0812944919, other_time: 2.6253051758
epoch time: 11.9132156372s, input_fired_time: 0.1005701721, output_fired_time: 0.0000000000, propagate_forward_time: 11.5672111511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2454347610
validation[          , genome  6875] predictions:    9733/  10000 (97.33%), best:    9782/10000 (97.82%), error:       913.60901, best error:       792.74658 on epoch:    40, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 187.2016296387s, input_fired_time: 2.9093453884, output_fired_time: 0.6292136908, propagate_forward_time: 51.2420463562, propagate_backward_time: 128.0113830566, weight_update_time: 0.0739268064, other_time: 4.4096374512
epoch time: 12.6616430283s, input_fired_time: 2.0695180893, output_fired_time: 0.0000000000, propagate_forward_time: 10.3530607224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2390642166
validation[          , genome  6875] predictions:    9724/  10000 (97.24%), best:    9782/10000 (97.82%), error:       914.65747, best error:       792.74658 on epoch:    40, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 187.8487396240s, input_fired_time: 0.9546626806, output_fired_time: 0.6297427416, propagate_forward_time: 40.9991035461, propagate_backward_time: 139.8711700439, weight_update_time: 0.0739577338, other_time: 5.3940582275
epoch time: 11.6809072495s, input_fired_time: 0.1002594754, output_fired_time: 0.0000000000, propagate_forward_time: 11.3360738754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2445735931
validation[          , genome  6875] predictions:    9726/  10000 (97.26%), best:    9782/10000 (97.82%), error:       985.53796, best error:       792.74658 on epoch:    40, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 185.0811614990s, input_fired_time: 2.9126069546, output_fired_time: 0.6298765540, propagate_forward_time: 53.0899543762, propagate_backward_time: 127.0010986328, weight_update_time: 0.0736884847, other_time: 1.4476165771
epoch time: 11.7956972122s, input_fired_time: 0.1000880599, output_fired_time: 0.0000000000, propagate_forward_time: 7.4058074951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2898015976
validation[          , genome  6875] predictions:    9733/  10000 (97.33%), best:    9782/10000 (97.82%), error:       937.18506, best error:       792.74658 on epoch:    40, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 185.8026428223s, input_fired_time: 0.9431927800, output_fired_time: 1.6156502962, propagate_forward_time: 48.1956024170, propagate_backward_time: 133.6053924561, weight_update_time: 0.0735419691, other_time: 1.4428100586
epoch time: 12.9963655472s, input_fired_time: 0.1005932465, output_fired_time: 0.0000000000, propagate_forward_time: 12.6554498672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2403221130
validation[          , genome  6875] predictions:    9759/  10000 (97.59%), best:    9782/10000 (97.82%), error:       845.60413, best error:       792.74658 on epoch:    40, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 185.5434722900s, input_fired_time: 5.9762544632, output_fired_time: 1.6202836037, propagate_forward_time: 79.4277572632, propagate_backward_time: 97.0763320923, weight_update_time: 0.0745690316, other_time: 1.4428405762
epoch time: 10.6972970963s, input_fired_time: 0.1002904326, output_fired_time: 0.0000000000, propagate_forward_time: 8.3902101517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2067966461
validation[          , genome  6875] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       767.67169, best error:       767.67169 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 184.9431762695s, input_fired_time: 2.9090690613, output_fired_time: 0.6304513812, propagate_forward_time: 45.2082405090, propagate_backward_time: 133.7737426758, weight_update_time: 0.0734215528, other_time: 2.4216766357
epoch time: 11.8898143768s, input_fired_time: 0.1003051326, output_fired_time: 0.0000000000, propagate_forward_time: 9.4711704254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3183383942
validation[          , genome  6875] predictions:    9767/  10000 (97.67%), best:    9790/10000 (97.90%), error:       830.25092, best error:       767.67169 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 187.7159423828s, input_fired_time: 0.9440812469, output_fired_time: 2.7076132298, propagate_forward_time: 75.7791824341, propagate_backward_time: 105.8586654663, weight_update_time: 0.0739414915, other_time: 2.4264068604
epoch time: 11.6712179184s, input_fired_time: 0.1003432572, output_fired_time: 0.0000000000, propagate_forward_time: 9.3607912064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2100830078
validation[          , genome  6875] predictions:    9773/  10000 (97.73%), best:    9790/10000 (97.90%), error:       810.08777, best error:       767.67169 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 185.5268096924s, input_fired_time: 0.9429154396, output_fired_time: 0.6270062327, propagate_forward_time: 70.3720321655, propagate_backward_time: 106.0191574097, weight_update_time: 0.0742318332, other_time: 7.5657043457
epoch time: 10.9068202972s, input_fired_time: 0.1013544872, output_fired_time: 0.0000000000, propagate_forward_time: 9.5808935165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2245721817
validation[          , genome  6875] predictions:    9731/  10000 (97.31%), best:    9790/10000 (97.90%), error:       874.33099, best error:       767.67169 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 188.1758728027s, input_fired_time: 0.9489927888, output_fired_time: 0.6378406882, propagate_forward_time: 57.2517929077, propagate_backward_time: 124.8167572021, weight_update_time: 0.0754219443, other_time: 4.5204925537
epoch time: 11.7236871719s, input_fired_time: 0.1013933495, output_fired_time: 0.0000000000, propagate_forward_time: 11.3788032532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2434902191
validation[          , genome  6875] predictions:    9761/  10000 (97.61%), best:    9790/10000 (97.90%), error:       806.59912, best error:       767.67169 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 187.2875671387s, input_fired_time: 3.8926401138, output_fired_time: 0.6293460131, propagate_forward_time: 47.1722831726, propagate_backward_time: 133.1740570068, weight_update_time: 0.0745463669, other_time: 2.4192352295
epoch time: 12.8045959473s, input_fired_time: 0.1017222106, output_fired_time: 0.0000000000, propagate_forward_time: 12.4530248642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2498493195
validation[          , genome  6875] predictions:    9773/  10000 (97.73%), best:    9790/10000 (97.90%), error:       771.64410, best error:       767.67169 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 188.1757202148s, input_fired_time: 0.9498357177, output_fired_time: 4.6840457916, propagate_forward_time: 54.2747001648, propagate_backward_time: 124.7235412598, weight_update_time: 0.0771935582, other_time: 3.5435943604
epoch time: 10.8242206573s, input_fired_time: 0.1017860025, output_fired_time: 0.0000000000, propagate_forward_time: 10.4725055695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2499294281
validation[          , genome  6875] predictions:    9765/  10000 (97.65%), best:    9790/10000 (97.90%), error:       808.54803, best error:       767.67169 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 185.3579254150s, input_fired_time: 0.9389673471, output_fired_time: 0.6292427778, propagate_forward_time: 53.2151374817, propagate_backward_time: 127.1614303589, weight_update_time: 0.0739052296, other_time: 3.4131546021
epoch time: 12.8137044907s, input_fired_time: 0.0993763134, output_fired_time: 0.0000000000, propagate_forward_time: 10.4038524628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3104753494
validation[          , genome  6875] predictions:    9734/  10000 (97.34%), best:    9790/10000 (97.90%), error:       949.10034, best error:       767.67169 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 182.5357208252s, input_fired_time: 1.9195801020, output_fired_time: 0.6252918839, propagate_forward_time: 60.8899497986, propagate_backward_time: 113.6178207397, weight_update_time: 0.0739282742, other_time: 5.4830703735
epoch time: 12.6718826294s, input_fired_time: 0.1017233655, output_fired_time: 0.0000000000, propagate_forward_time: 12.3255920410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2445669174
validation[          , genome  6875] predictions:    9763/  10000 (97.63%), best:    9790/10000 (97.90%), error:       796.54364, best error:       767.67169 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 192.3803558350s, input_fired_time: 2.9419560432, output_fired_time: 3.5904788971, propagate_forward_time: 50.5984649658, propagate_backward_time: 128.7460937500, weight_update_time: 0.0746278614, other_time: 6.5033569336
epoch time: 12.1737031937s, input_fired_time: 0.1109015942, output_fired_time: 0.0000000000, propagate_forward_time: 11.7899055481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2728958130
validation[          , genome  6875] predictions:    9760/  10000 (97.60%), best:    9790/10000 (97.90%), error:       788.12567, best error:       767.67169 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 187.7521209717s, input_fired_time: 1.9341857433, output_fired_time: 2.6179661751, propagate_forward_time: 45.2745208740, propagate_backward_time: 131.5269165039, weight_update_time: 0.0758497566, other_time: 6.3985290527
epoch time: 10.6756858826s, input_fired_time: 0.1013015881, output_fired_time: 0.0000000000, propagate_forward_time: 10.3305978775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2437868118
validation[          , genome  6875] predictions:    9770/  10000 (97.70%), best:    9790/10000 (97.90%), error:       783.92139, best error:       767.67169 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 185.2780456543s, input_fired_time: 2.9280769825, output_fired_time: 0.6460942030, propagate_forward_time: 57.0838890076, propagate_backward_time: 122.1590881348, weight_update_time: 0.0758297145, other_time: 2.4609069824
epoch time: 11.6807203293s, input_fired_time: 0.1017913222, output_fired_time: 0.0000000000, propagate_forward_time: 11.3395528793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2393760681
validation[          , genome  6875] predictions:    9690/  10000 (96.90%), best:    9790/10000 (97.90%), error:      1046.80518, best error:       767.67169 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 191.1701660156s, input_fired_time: 0.9618799090, output_fired_time: 0.6415340900, propagate_forward_time: 61.5787925720, propagate_backward_time: 125.5147323608, weight_update_time: 0.0759878457, other_time: 2.4732131958
epoch time: 11.7364196777s, input_fired_time: 0.1009590998, output_fired_time: 0.0000000000, propagate_forward_time: 10.4097929001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2256679535
validation[          , genome  6875] predictions:    9771/  10000 (97.71%), best:    9790/10000 (97.90%), error:       769.37451, best error:       767.67169 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 187.2778778076s, input_fired_time: 0.9465282559, output_fired_time: 0.6316393614, propagate_forward_time: 48.9847717285, propagate_backward_time: 134.2794494629, weight_update_time: 1.0591522455, other_time: 2.4354858398
epoch time: 11.9324188232s, input_fired_time: 0.1037928537, output_fired_time: 0.0000000000, propagate_forward_time: 11.5802621841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2483634949
validation[          , genome  6875] predictions:    9776/  10000 (97.76%), best:    9790/10000 (97.90%), error:       836.64063, best error:       767.67169 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 190.0003662109s, input_fired_time: 0.9731464386, output_fired_time: 0.6505582929, propagate_forward_time: 61.7784729004, propagate_backward_time: 122.0228881836, weight_update_time: 0.0776168182, other_time: 4.5753021240
epoch time: 12.1228532791s, input_fired_time: 0.1170995831, output_fired_time: 0.0000000000, propagate_forward_time: 11.7116060257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2941474915
validation[          , genome  6875] predictions:    9775/  10000 (97.75%), best:    9790/10000 (97.90%), error:       779.59253, best error:       767.67169 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 189.3572540283s, input_fired_time: 0.9649502039, output_fired_time: 0.6542931199, propagate_forward_time: 55.3987236023, propagate_backward_time: 130.8291473389, weight_update_time: 0.0784020796, other_time: 1.5101318359
epoch time: 11.7038078308s, input_fired_time: 0.1024996340, output_fired_time: 0.0000000000, propagate_forward_time: 11.3533143997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2479934692
validation[          , genome  6875] predictions:    9760/  10000 (97.60%), best:    9790/10000 (97.90%), error:       848.73499, best error:       767.67169 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 190.0153961182s, input_fired_time: 0.9688944817, output_fired_time: 0.6478897929, propagate_forward_time: 60.5312194824, propagate_backward_time: 125.3766326904, weight_update_time: 0.0774862021, other_time: 2.4907684326
epoch time: 14.1153335571s, input_fired_time: 0.1115706265, output_fired_time: 0.0000000000, propagate_forward_time: 11.7571935654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2465696335
validation[          , genome  6875] predictions:    9728/  10000 (97.28%), best:    9790/10000 (97.90%), error:       949.91089, best error:       767.67169 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 188.1821594238s, input_fired_time: 0.9589189887, output_fired_time: 1.6197959185, propagate_forward_time: 47.9860458374, propagate_backward_time: 135.1397857666, weight_update_time: 0.0752470717, other_time: 2.4776153564
epoch time: 12.9006013870s, input_fired_time: 2.0721402168, output_fired_time: 0.0000000000, propagate_forward_time: 10.5817308426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2467298508
validation[          , genome  6875] predictions:    9765/  10000 (97.65%), best:    9790/10000 (97.90%), error:       837.75378, best error:       767.67169 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 187.7350616455s, input_fired_time: 0.9620811343, output_fired_time: 0.6411317587, propagate_forward_time: 60.5174293518, propagate_backward_time: 121.1897354126, weight_update_time: 2.0467226505, other_time: 4.4246902466
epoch time: 11.7823648453s, input_fired_time: 0.1055573151, output_fired_time: 0.0000000000, propagate_forward_time: 10.4313488007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2454586029
validation[          , genome  6875] predictions:    9768/  10000 (97.68%), best:    9790/10000 (97.90%), error:       834.27814, best error:       767.67169 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 190.3984375000s, input_fired_time: 0.9627184868, output_fired_time: 0.6428666711, propagate_forward_time: 61.4890594482, propagate_backward_time: 123.8568878174, weight_update_time: 0.0754801482, other_time: 3.4468994141
epoch time: 13.0022325516s, input_fired_time: 0.1023909375, output_fired_time: 0.0000000000, propagate_forward_time: 9.5948829651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3049583435
validation[          , genome  6875] predictions:    9777/  10000 (97.77%), best:    9790/10000 (97.90%), error:       801.02502, best error:       767.67169 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 187.3605346680s, input_fired_time: 2.9294521809, output_fired_time: 0.6380110979, propagate_forward_time: 62.5356025696, propagate_backward_time: 117.7037124634, weight_update_time: 0.0752905533, other_time: 3.5537490845
epoch time: 12.7741575241s, input_fired_time: 0.1028028131, output_fired_time: 0.0000000000, propagate_forward_time: 12.4260444641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2453098297
validation[          , genome  6875] predictions:    9770/  10000 (97.70%), best:    9790/10000 (97.90%), error:       780.21686, best error:       767.67169 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 185.5851440430s, input_fired_time: 1.9349063635, output_fired_time: 0.6371359229, propagate_forward_time: 47.0125465393, propagate_backward_time: 134.5440826416, weight_update_time: 0.0754616261, other_time: 1.4564819336
epoch time: 10.6622409821s, input_fired_time: 0.1015753150, output_fired_time: 0.0000000000, propagate_forward_time: 10.3214082718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2392578125
validation[          , genome  6875] predictions:    9765/  10000 (97.65%), best:    9790/10000 (97.90%), error:       821.82996, best error:       767.67169 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 191.7264556885s, input_fired_time: 3.0459427834, output_fired_time: 2.6113948822, propagate_forward_time: 42.6109390259, propagate_backward_time: 141.9759216309, weight_update_time: 0.0767532960, other_time: 1.4822692871
epoch time: 13.1272706985s, input_fired_time: 0.1249657571, output_fired_time: 0.0000000000, propagate_forward_time: 12.7075157166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2947893143
validation[          , genome  6875] predictions:    9746/  10000 (97.46%), best:    9790/10000 (97.90%), error:       852.94415, best error:       767.67169 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 189.9412231445s, input_fired_time: 2.0652582645, output_fired_time: 0.6533652544, propagate_forward_time: 53.5337486267, propagate_backward_time: 132.1739196777, weight_update_time: 0.0767208636, other_time: 1.5149230957
epoch time: 11.8071079254s, input_fired_time: 0.1030097753, output_fired_time: 0.0000000000, propagate_forward_time: 11.4552717209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2488260269
validation[          , genome  6875] predictions:    9701/  10000 (97.01%), best:    9790/10000 (97.90%), error:       983.28876, best error:       767.67169 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 190.4414062500s, input_fired_time: 0.9747332931, output_fired_time: 1.7458251715, propagate_forward_time: 63.5409507751, propagate_backward_time: 117.6409149170, weight_update_time: 0.0778622776, other_time: 6.5389862061
epoch time: 10.6713495255s, input_fired_time: 0.1031385139, output_fired_time: 0.0000000000, propagate_forward_time: 10.3208703995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2473402023
validation[          , genome  6875] predictions:    9751/  10000 (97.51%), best:    9790/10000 (97.90%), error:       868.42316, best error:       767.67169 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 188.1127777100s, input_fired_time: 0.9575028419, output_fired_time: 0.6361750960, propagate_forward_time: 53.2127494812, propagate_backward_time: 130.8526000977, weight_update_time: 0.0760355070, other_time: 2.4537506104
epoch time: 12.0334253311s, input_fired_time: 0.1035618037, output_fired_time: 0.0000000000, propagate_forward_time: 11.6842880249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2455759048
validation[          , genome  6875] predictions:    9757/  10000 (97.57%), best:    9790/10000 (97.90%), error:       811.33441, best error:       767.67169 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 187.7471008301s, input_fired_time: 0.9482759833, output_fired_time: 0.6302943826, propagate_forward_time: 54.3315429688, propagate_backward_time: 127.4342956543, weight_update_time: 0.0751063228, other_time: 4.4026947021
epoch time: 11.8039789200s, input_fired_time: 0.1033665761, output_fired_time: 0.0000000000, propagate_forward_time: 11.4523754120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2482366562
validation[          , genome  6875] predictions:    9751/  10000 (97.51%), best:    9790/10000 (97.90%), error:       877.07318, best error:       767.67169 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 189.4219360352s, input_fired_time: 0.9549713135, output_fired_time: 0.6345192790, propagate_forward_time: 57.6055679321, propagate_backward_time: 125.6800003052, weight_update_time: 0.0759365708, other_time: 4.5468673706
epoch time: 11.9018421173s, input_fired_time: 0.1071582660, output_fired_time: 0.0000000000, propagate_forward_time: 11.5375366211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2571468353
validation[          , genome  6875] predictions:    9738/  10000 (97.38%), best:    9790/10000 (97.90%), error:       854.50043, best error:       767.67169 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 189.9899597168s, input_fired_time: 6.8788099289, output_fired_time: 1.7364883423, propagate_forward_time: 56.6067619324, propagate_backward_time: 121.3076324463, weight_update_time: 0.0768031180, other_time: 3.4602661133
epoch time: 12.6069850922s, input_fired_time: 0.1015069559, output_fired_time: 0.0000000000, propagate_forward_time: 8.3298063278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1756715775
validation[          , genome  6875] predictions:    9760/  10000 (97.60%), best:    9790/10000 (97.90%), error:       814.81848, best error:       767.67169 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 185.3176574707s, input_fired_time: 4.8876156807, output_fired_time: 0.6297090054, propagate_forward_time: 54.1665191650, propagate_backward_time: 124.1945343018, weight_update_time: 0.0747747421, other_time: 1.4392700195
epoch time: 10.8800697327s, input_fired_time: 0.1015296653, output_fired_time: 0.0000000000, propagate_forward_time: 10.5395975113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2389421463
validation[          , genome  6875] predictions:    9780/  10000 (97.80%), best:    9790/10000 (97.90%), error:       821.61218, best error:       767.67169 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 186.8196258545s, input_fired_time: 0.9544143081, output_fired_time: 0.6377114058, propagate_forward_time: 64.3548049927, propagate_backward_time: 116.2415390015, weight_update_time: 0.0751146227, other_time: 4.6311645508
epoch time: 10.6542625427s, input_fired_time: 0.1021322608, output_fired_time: 0.0000000000, propagate_forward_time: 10.3132915497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2388391495
validation[          , genome  6875] predictions:    9782/  10000 (97.82%), best:    9790/10000 (97.90%), error:       769.11462, best error:       767.67169 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 185.4200439453s, input_fired_time: 0.9494569302, output_fired_time: 3.6916549206, propagate_forward_time: 69.6321868896, propagate_backward_time: 106.7535552979, weight_update_time: 0.0748921856, other_time: 4.3931884766
epoch time: 10.7461814880s, input_fired_time: 0.1016217917, output_fired_time: 0.0000000000, propagate_forward_time: 8.3307723999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3137874603
validation[          , genome  6875] predictions:    9771/  10000 (97.71%), best:    9790/10000 (97.90%), error:       785.73865, best error:       767.67169 on epoch:    69, 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: 62.8632545471s, input_fired_time: 0.5709631443, output_fired_time: 0.0000000000, propagate_forward_time: 56.7697029114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.5225868225
best training[          , genome  6875] predictions:   49635/  50000 (99.27%), best:    9790/10000 (97.90%), error:      1556.72498, best error:       767.67169 on epoch:    69, 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: 12.1803064346s, input_fired_time: 0.1023210660, output_fired_time: 0.0000000000, propagate_forward_time: 11.7725563049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3054294586
   testing[          , genome  6875] predictions:    9792/  10000 (97.92%), best:    9790/10000 (97.90%), error:       709.12817, best error:       767.67169 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:06:12 (8252): called boinc_finish(0)

</stderr_txt>
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