Nameexact_genome_1512568488_43_5438_1
Workunit2598464
Created7 Dec 2017, 14:47:38 UTC
Sent7 Dec 2017, 14:52:48 UTC
Report deadline14 Dec 2017, 9:28:20 UTC
Received7 Dec 2017, 22:39:40 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 56 min 32 sec
CPU time1 hours 56 min 24 sec
Validate stateValid
Credit1,693.67
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.52 MB
Peak swap size151.29 MB
Peak disk usage1.06 MB

Stderr output

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

epoch time: 63.0979766846s, input_fired_time: 0.6079272628, output_fired_time: 0.3901966512, propagate_forward_time: 24.9062309265, propagate_backward_time: 35.6925163269, weight_update_time: 0.0704424009, other_time: 1.5011062622
epoch time: 5.2780232430s, input_fired_time: 0.0609750226, output_fired_time: 0.0000000000, propagate_forward_time: 4.9595780373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2574701309
validation[          , genome  5438] predictions:    9620/  10000 (96.20%), best:    9689/10000 (96.89%), error:      1197.80078, best error:      1009.48181 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 62.9916381836s, input_fired_time: 0.6032584906, output_fired_time: 0.3822518587, propagate_forward_time: 24.8481731415, propagate_backward_time: 35.6916885376, weight_update_time: 0.0694190115, other_time: 1.4662628174
epoch time: 5.2839341164s, input_fired_time: 0.0614077002, output_fired_time: 0.0000000000, propagate_forward_time: 4.9611768723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2613496780
validation[          , genome  5438] predictions:    9588/  10000 (95.88%), best:    9689/10000 (96.89%), error:      1376.53198, best error:      1009.48181 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 62.8735275269s, input_fired_time: 0.6012440324, output_fired_time: 0.3803896904, propagate_forward_time: 24.8009586334, propagate_backward_time: 35.6244735718, weight_update_time: 0.0692484230, other_time: 1.4664611816
epoch time: 5.2895956039s, input_fired_time: 0.0602052659, output_fired_time: 0.0000000000, propagate_forward_time: 4.9721541405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2572360039
validation[          , genome  5438] predictions:    9666/  10000 (96.66%), best:    9689/10000 (96.89%), error:      1127.33838, best error:      1009.48181 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 63.2385025024s, input_fired_time: 0.6070182323, output_fired_time: 0.3881244361, propagate_forward_time: 24.9905414581, propagate_backward_time: 35.7790565491, weight_update_time: 0.0703280419, other_time: 1.4737663269
epoch time: 5.2934355736s, input_fired_time: 0.0633105859, output_fired_time: 0.0000000000, propagate_forward_time: 4.9665102959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636146545
validation[          , genome  5438] predictions:    9643/  10000 (96.43%), best:    9689/10000 (96.89%), error:      1148.86755, best error:      1009.48181 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 63.2800369263s, input_fired_time: 0.6162016988, output_fired_time: 0.3844746947, propagate_forward_time: 24.9586105347, propagate_backward_time: 35.8117752075, weight_update_time: 0.0691707805, other_time: 1.5089721680
epoch time: 5.2904973030s, input_fired_time: 0.0630367473, output_fired_time: 0.0000000000, propagate_forward_time: 4.9640679359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633924484
validation[          , genome  5438] predictions:    9668/  10000 (96.68%), best:    9689/10000 (96.89%), error:      1113.79211, best error:      1009.48181 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 62.9634895325s, input_fired_time: 0.6126387119, output_fired_time: 0.3809880614, propagate_forward_time: 24.8474407196, propagate_backward_time: 35.6172294617, weight_update_time: 0.0691089779, other_time: 1.5051918030
epoch time: 5.2910528183s, input_fired_time: 0.0647959486, output_fired_time: 0.0000000000, propagate_forward_time: 4.9624052048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2638516426
validation[          , genome  5438] predictions:    9692/  10000 (96.92%), best:    9689/10000 (96.89%), error:      1010.13751, best error:      1009.48181 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 63.1009521484s, input_fired_time: 0.6130640507, output_fired_time: 0.3892835975, propagate_forward_time: 24.8903980255, propagate_backward_time: 35.6991920471, weight_update_time: 0.0691232905, other_time: 1.5090141296
epoch time: 5.2899074554s, input_fired_time: 0.0623227097, output_fired_time: 0.0000000000, propagate_forward_time: 4.9616575241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659273148
validation[          , genome  5438] predictions:    9676/  10000 (96.76%), best:    9689/10000 (96.89%), error:      1019.43286, best error:      1009.48181 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 62.8323936462s, input_fired_time: 0.6098982096, output_fired_time: 0.3798738420, propagate_forward_time: 24.8166408539, propagate_backward_time: 35.5425949097, weight_update_time: 0.0690352693, other_time: 1.4833831787
epoch time: 5.2805242538s, input_fired_time: 0.0628638938, output_fired_time: 0.0000000000, propagate_forward_time: 4.9592423439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2584180832
validation[          , genome  5438] predictions:    9649/  10000 (96.49%), best:    9689/10000 (96.89%), error:      1078.28894, best error:      1009.48181 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 62.7885780334s, input_fired_time: 0.6117196679, output_fired_time: 0.3788557053, propagate_forward_time: 24.7884349823, propagate_backward_time: 35.5468597412, weight_update_time: 0.0689078569, other_time: 1.4627075195
epoch time: 5.2808337212s, input_fired_time: 0.0628792271, output_fired_time: 0.0000000000, propagate_forward_time: 4.9590148926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2589397430
validation[          , genome  5438] predictions:    9595/  10000 (95.95%), best:    9689/10000 (96.89%), error:      1325.34106, best error:      1009.48181 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 62.8070831299s, input_fired_time: 0.6152640581, output_fired_time: 0.3785493374, propagate_forward_time: 24.8027229309, propagate_backward_time: 35.5385093689, weight_update_time: 0.0689800829, other_time: 1.4720382690
epoch time: 5.3172974586s, input_fired_time: 0.0629601553, output_fired_time: 0.0000000000, propagate_forward_time: 4.9920454025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2622919083
validation[          , genome  5438] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:       984.15717, best error:       984.15717 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 62.7960128784s, input_fired_time: 0.6138012409, output_fired_time: 0.3785551786, propagate_forward_time: 24.8041534424, propagate_backward_time: 35.5371818542, weight_update_time: 0.0689287782, other_time: 1.4623222351
epoch time: 5.3287024498s, input_fired_time: 0.0637156963, output_fired_time: 0.0000000000, propagate_forward_time: 5.0045676231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2604193687
validation[          , genome  5438] predictions:    9576/  10000 (95.76%), best:    9697/10000 (96.97%), error:      1458.84290, best error:       984.15717 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 62.7909774780s, input_fired_time: 0.6139365435, output_fired_time: 0.3793556690, propagate_forward_time: 24.8021411896, propagate_backward_time: 35.5347023010, weight_update_time: 0.0686915964, other_time: 1.4608421326
epoch time: 5.2826051712s, input_fired_time: 0.0632066652, output_fired_time: 0.0000000000, propagate_forward_time: 4.9604716301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2589268684
validation[          , genome  5438] predictions:    9661/  10000 (96.61%), best:    9697/10000 (96.97%), error:      1064.76904, best error:       984.15717 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 63.0109405518s, input_fired_time: 0.6172119975, output_fired_time: 0.3856438100, propagate_forward_time: 24.8442993164, propagate_backward_time: 35.6867179871, weight_update_time: 0.0689765960, other_time: 1.4770698547
epoch time: 5.2924790382s, input_fired_time: 0.0634325072, output_fired_time: 0.0000000000, propagate_forward_time: 4.9699740410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2590723038
validation[          , genome  5438] predictions:    9700/  10000 (97.00%), best:    9697/10000 (96.97%), error:      1002.57550, best error:       984.15717 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 63.0166244507s, input_fired_time: 0.6148319840, output_fired_time: 0.3827856183, propagate_forward_time: 24.8571949005, propagate_backward_time: 35.6838531494, weight_update_time: 0.0689884871, other_time: 1.4779586792
epoch time: 5.2837581635s, input_fired_time: 0.0623725243, output_fired_time: 0.0000000000, propagate_forward_time: 4.9592838287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2621016502
validation[          , genome  5438] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       906.77979, best error:       906.77979 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 62.8852767944s, input_fired_time: 0.6141762733, output_fired_time: 0.3837548196, propagate_forward_time: 24.8247375488, propagate_backward_time: 35.5825500488, weight_update_time: 0.0688817576, other_time: 1.4800567627
epoch time: 5.2990074158s, input_fired_time: 0.0637661517, output_fired_time: 0.0000000000, propagate_forward_time: 4.9748539925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2603874207
validation[          , genome  5438] predictions:    9732/  10000 (97.32%), best:    9731/10000 (97.31%), error:       941.38141, best error:       906.77979 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 62.8601799011s, input_fired_time: 0.6127598286, output_fired_time: 0.3816668093, propagate_forward_time: 24.8112926483, propagate_backward_time: 35.5772361755, weight_update_time: 0.0687735751, other_time: 1.4772224426
epoch time: 5.2839221954s, input_fired_time: 0.0627239272, output_fired_time: 0.0000000000, propagate_forward_time: 4.9605545998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2606434822
validation[          , genome  5438] predictions:    9725/  10000 (97.25%), best:    9731/10000 (97.31%), error:       927.86749, best error:       906.77979 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 63.2067489624s, input_fired_time: 0.6104255915, output_fired_time: 0.3857086599, propagate_forward_time: 24.9476718903, propagate_backward_time: 35.7793197632, weight_update_time: 0.0690768957, other_time: 1.4836273193
epoch time: 5.2821455002s, input_fired_time: 0.0628840178, output_fired_time: 0.0000000000, propagate_forward_time: 4.9596562386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2596054077
validation[          , genome  5438] predictions:    9694/  10000 (96.94%), best:    9731/10000 (97.31%), error:       956.93237, best error:       906.77979 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 63.1600227356s, input_fired_time: 0.6150907874, output_fired_time: 0.3878597915, propagate_forward_time: 24.9276638031, propagate_backward_time: 35.7511711121, weight_update_time: 0.0690760314, other_time: 1.4782371521
epoch time: 5.2826380730s, input_fired_time: 0.0632088035, output_fired_time: 0.0000000000, propagate_forward_time: 4.9610109329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2584185600
validation[          , genome  5438] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       899.94373, best error:       899.94373 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 62.8762855530s, input_fired_time: 0.6159814596, output_fired_time: 0.3807895780, propagate_forward_time: 24.8173885345, propagate_backward_time: 35.5814476013, weight_update_time: 0.0688282847, other_time: 1.4806785583
epoch time: 5.2822995186s, input_fired_time: 0.0637344941, output_fired_time: 0.0000000000, propagate_forward_time: 4.9597988129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2587661743
validation[          , genome  5438] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       885.66846, best error:       885.66846 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 62.8124961853s, input_fired_time: 0.6166961789, output_fired_time: 0.3891298473, propagate_forward_time: 24.8010902405, propagate_backward_time: 35.5326957703, weight_update_time: 0.0688074455, other_time: 1.4728851318
epoch time: 5.2816190720s, input_fired_time: 0.0639505237, output_fired_time: 0.0000000000, propagate_forward_time: 4.9591474533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2585210800
validation[          , genome  5438] predictions:    9684/  10000 (96.84%), best:    9729/10000 (97.29%), error:      1036.05847, best error:       885.66846 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 62.8183479309s, input_fired_time: 0.6177204847, output_fired_time: 0.3890495896, propagate_forward_time: 24.8099689484, propagate_backward_time: 35.5386848450, weight_update_time: 0.0688138604, other_time: 1.4629249573
epoch time: 5.3968791962s, input_fired_time: 0.0648601055, output_fired_time: 0.0000000000, propagate_forward_time: 5.0688381195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2631807327
validation[          , genome  5438] predictions:    9731/  10000 (97.31%), best:    9729/10000 (97.29%), error:       898.50604, best error:       885.66846 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 62.8249435425s, input_fired_time: 0.6178786159, output_fired_time: 0.3792595565, propagate_forward_time: 24.8132629395, propagate_backward_time: 35.5534973145, weight_update_time: 0.0688043684, other_time: 1.4610443115
epoch time: 5.2846879959s, input_fired_time: 0.0640389845, output_fired_time: 0.0000000000, propagate_forward_time: 4.9615950584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2590541840
validation[          , genome  5438] predictions:    9710/  10000 (97.10%), best:    9729/10000 (97.29%), error:       949.27734, best error:       885.66846 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 63.0479545593s, input_fired_time: 0.6224220395, output_fired_time: 0.3841438890, propagate_forward_time: 24.8277378082, propagate_backward_time: 35.7093009949, weight_update_time: 0.0693331286, other_time: 1.5043525696
epoch time: 5.2987155914s, input_fired_time: 0.0641554296, output_fired_time: 0.0000000000, propagate_forward_time: 4.9726138115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2619462013
validation[          , genome  5438] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       915.84772, best error:       885.66846 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 63.2514533997s, input_fired_time: 0.6171374321, output_fired_time: 0.3828213811, propagate_forward_time: 24.9669456482, propagate_backward_time: 35.8169555664, weight_update_time: 0.0691856742, other_time: 1.4675941467
epoch time: 5.2811927795s, input_fired_time: 0.0630125776, output_fired_time: 0.0000000000, propagate_forward_time: 4.9589958191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2591843605
validation[          , genome  5438] predictions:    9611/  10000 (96.11%), best:    9729/10000 (97.29%), error:      1229.14526, best error:       885.66846 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 62.9180221558s, input_fired_time: 0.6156138778, output_fired_time: 0.3843445778, propagate_forward_time: 24.8327102661, propagate_backward_time: 35.6292457581, weight_update_time: 0.0687765479, other_time: 1.4561080933
epoch time: 5.2835984230s, input_fired_time: 0.0638192967, output_fired_time: 0.0000000000, propagate_forward_time: 4.9595489502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2602300644
validation[          , genome  5438] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       880.41193, best error:       880.41193 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 62.9593315125s, input_fired_time: 0.6160120964, output_fired_time: 0.3838604093, propagate_forward_time: 24.8026142120, propagate_backward_time: 35.7005348206, weight_update_time: 0.0688657463, other_time: 1.4563102722
epoch time: 5.2870407104s, input_fired_time: 0.0637064427, output_fired_time: 0.0000000000, propagate_forward_time: 4.9617900848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2615442276
validation[          , genome  5438] predictions:    9728/  10000 (97.28%), best:    9745/10000 (97.45%), error:       910.55090, best error:       880.41193 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 63.0275917053s, input_fired_time: 0.6194859147, output_fired_time: 0.3835646510, propagate_forward_time: 24.8565158844, propagate_backward_time: 35.6964340210, weight_update_time: 0.0691009015, other_time: 1.4715881348
epoch time: 5.2824964523s, input_fired_time: 0.0639317706, output_fired_time: 0.0000000000, propagate_forward_time: 4.9602456093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2583189011
validation[          , genome  5438] predictions:    9684/  10000 (96.84%), best:    9745/10000 (97.45%), error:       999.24670, best error:       880.41193 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 62.9680366516s, input_fired_time: 0.6200090051, output_fired_time: 0.3855685890, propagate_forward_time: 24.8106918335, propagate_backward_time: 35.6793594360, weight_update_time: 0.0690218285, other_time: 1.4724082947
epoch time: 5.2869277000s, input_fired_time: 0.0650762543, output_fired_time: 0.0000000000, propagate_forward_time: 4.9615669250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2602844238
validation[          , genome  5438] predictions:    9717/  10000 (97.17%), best:    9745/10000 (97.45%), error:       915.86334, best error:       880.41193 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 62.8240699768s, input_fired_time: 0.6168829799, output_fired_time: 0.3872391880, propagate_forward_time: 24.7931709290, propagate_backward_time: 35.5826606750, weight_update_time: 0.0688653588, other_time: 1.4441184998
epoch time: 5.2883820534s, input_fired_time: 0.0633505881, output_fired_time: 0.0000000000, propagate_forward_time: 4.9674725533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2575588226
validation[          , genome  5438] predictions:    9722/  10000 (97.22%), best:    9745/10000 (97.45%), error:       915.71954, best error:       880.41193 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 62.8325920105s, input_fired_time: 0.6162976027, output_fired_time: 0.3779072165, propagate_forward_time: 24.8035011292, propagate_backward_time: 35.5808143616, weight_update_time: 0.0688958988, other_time: 1.4540710449
epoch time: 5.2934837341s, input_fired_time: 0.0645670444, output_fired_time: 0.0000000000, propagate_forward_time: 4.9705343246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2583823204
validation[          , genome  5438] predictions:    9721/  10000 (97.21%), best:    9745/10000 (97.45%), error:       906.28845, best error:       880.41193 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 62.8036613464s, input_fired_time: 0.6173086166, output_fired_time: 0.3783910871, propagate_forward_time: 24.7876358032, propagate_backward_time: 35.5690193176, weight_update_time: 0.0689023063, other_time: 1.4513053894
epoch time: 5.2802076340s, input_fired_time: 0.0639836714, output_fired_time: 0.0000000000, propagate_forward_time: 4.9581379890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2580862045
validation[          , genome  5438] predictions:    9705/  10000 (97.05%), best:    9745/10000 (97.45%), error:       988.82397, best error:       880.41193 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 62.9288635254s, input_fired_time: 0.6196756363, output_fired_time: 0.3821753263, propagate_forward_time: 24.7884960175, propagate_backward_time: 35.6873474121, weight_update_time: 0.0687959418, other_time: 1.4511718750
epoch time: 5.2813353539s, input_fired_time: 0.0639937147, output_fired_time: 0.0000000000, propagate_forward_time: 4.9583363533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2590050697
validation[          , genome  5438] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       846.19543, best error:       846.19543 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 62.8789405823s, input_fired_time: 0.6166169643, output_fired_time: 0.3802538514, propagate_forward_time: 24.7974491119, propagate_backward_time: 35.6419487000, weight_update_time: 0.0687013194, other_time: 1.4426765442
epoch time: 5.2807350159s, input_fired_time: 0.0639742240, output_fired_time: 0.0000000000, propagate_forward_time: 4.9585299492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2582306862
validation[          , genome  5438] predictions:    9739/  10000 (97.39%), best:    9743/10000 (97.43%), error:       893.96838, best error:       846.19543 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 63.0181198120s, input_fired_time: 0.6184048653, output_fired_time: 0.3865375817, propagate_forward_time: 24.8504905701, propagate_backward_time: 35.7017555237, weight_update_time: 0.0690893382, other_time: 1.4609298706
epoch time: 5.2797012329s, input_fired_time: 0.0637970418, output_fired_time: 0.0000000000, propagate_forward_time: 4.9574146271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2584896088
validation[          , genome  5438] predictions:    9686/  10000 (96.86%), best:    9743/10000 (97.43%), error:      1074.33411, best error:       846.19543 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 62.9151687622s, input_fired_time: 0.6209002137, output_fired_time: 0.3812927604, propagate_forward_time: 24.7899074554, propagate_backward_time: 35.6436614990, weight_update_time: 0.0690514520, other_time: 1.4794082642
epoch time: 5.2909626961s, input_fired_time: 0.0648760572, output_fired_time: 0.0000000000, propagate_forward_time: 4.9616084099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2644782066
validation[          , genome  5438] predictions:    9728/  10000 (97.28%), best:    9743/10000 (97.43%), error:       883.48236, best error:       846.19543 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 63.0972137451s, input_fired_time: 0.6209735870, output_fired_time: 0.3826788664, propagate_forward_time: 24.8614139557, propagate_backward_time: 35.7484703064, weight_update_time: 0.0691575184, other_time: 1.4836769104
epoch time: 5.2890110016s, input_fired_time: 0.0649290532, output_fired_time: 0.0000000000, propagate_forward_time: 4.9619450569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2621369362
validation[          , genome  5438] predictions:    9675/  10000 (96.75%), best:    9743/10000 (97.43%), error:      1065.55725, best error:       846.19543 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 62.9416694641s, input_fired_time: 0.6180923581, output_fired_time: 0.3814242482, propagate_forward_time: 24.8160076141, propagate_backward_time: 35.6509284973, weight_update_time: 0.0690433681, other_time: 1.4752159119
epoch time: 5.2844696045s, input_fired_time: 0.0647100285, output_fired_time: 0.0000000000, propagate_forward_time: 4.9592337608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2605257034
validation[          , genome  5438] predictions:    9657/  10000 (96.57%), best:    9743/10000 (97.43%), error:      1124.57922, best error:       846.19543 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 62.9831619263s, input_fired_time: 0.6214920878, output_fired_time: 0.3814095855, propagate_forward_time: 24.8464355469, propagate_backward_time: 35.6548919678, weight_update_time: 0.0690239519, other_time: 1.4789352417
epoch time: 5.2791156769s, input_fired_time: 0.0641340017, output_fired_time: 0.0000000000, propagate_forward_time: 4.9577484131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2572331429
validation[          , genome  5438] predictions:    9681/  10000 (96.81%), best:    9743/10000 (97.43%), error:      1030.25061, best error:       846.19543 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 62.8239097595s, input_fired_time: 0.6186668277, output_fired_time: 0.3829596639, propagate_forward_time: 24.8040390015, propagate_backward_time: 35.5706062317, weight_update_time: 0.0690397397, other_time: 1.4476356506
epoch time: 5.2870793343s, input_fired_time: 0.0642038286, output_fired_time: 0.0000000000, propagate_forward_time: 4.9651107788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2577648163
validation[          , genome  5438] predictions:    9716/  10000 (97.16%), best:    9743/10000 (97.43%), error:       898.27338, best error:       846.19543 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 62.9165496826s, input_fired_time: 0.6200262904, output_fired_time: 0.3863116205, propagate_forward_time: 24.8584480286, propagate_backward_time: 35.5995368958, weight_update_time: 0.0690461919, other_time: 1.4522285461
epoch time: 5.2832980156s, input_fired_time: 0.0651827604, output_fired_time: 0.0000000000, propagate_forward_time: 4.9597959518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2583193779
validation[          , genome  5438] predictions:    9690/  10000 (96.90%), best:    9743/10000 (97.43%), error:      1020.66400, best error:       846.19543 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 63.4290390015s, input_fired_time: 0.6230303645, output_fired_time: 0.3879494071, propagate_forward_time: 24.9866313934, propagate_backward_time: 35.9727821350, weight_update_time: 0.0693966895, other_time: 1.4586448669
epoch time: 5.2822356224s, input_fired_time: 0.0649915785, output_fired_time: 0.0000000000, propagate_forward_time: 4.9593062401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2579379082
validation[          , genome  5438] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       787.44159, best error:       787.44159 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 62.9171714783s, input_fired_time: 0.6222369671, output_fired_time: 0.3812079728, propagate_forward_time: 24.8670158386, propagate_backward_time: 35.5935554504, weight_update_time: 0.0691277608, other_time: 1.4531555176
epoch time: 5.2812323570s, input_fired_time: 0.0638850927, output_fired_time: 0.0000000000, propagate_forward_time: 4.9590625763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2582845688
validation[          , genome  5438] predictions:    9650/  10000 (96.50%), best:    9753/10000 (97.53%), error:      1145.05225, best error:       787.44159 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 62.8045883179s, input_fired_time: 0.6201560497, output_fired_time: 0.3844594061, propagate_forward_time: 24.8065757751, propagate_backward_time: 35.5474548340, weight_update_time: 0.0690977424, other_time: 1.4459419250
epoch time: 5.2793669701s, input_fired_time: 0.0649278089, output_fired_time: 0.0000000000, propagate_forward_time: 4.9580616951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2563776970
validation[          , genome  5438] predictions:    9723/  10000 (97.23%), best:    9753/10000 (97.53%), error:       908.36841, best error:       787.44159 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 62.8027992249s, input_fired_time: 0.6231107712, output_fired_time: 0.3783078492, propagate_forward_time: 24.8050575256, propagate_backward_time: 35.5437088013, weight_update_time: 0.0690009966, other_time: 1.4526138306
epoch time: 5.2853183746s, input_fired_time: 0.0641905665, output_fired_time: 0.0000000000, propagate_forward_time: 4.9625196457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2586083412
validation[          , genome  5438] predictions:    9653/  10000 (96.53%), best:    9753/10000 (97.53%), error:      1119.78381, best error:       787.44159 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 62.8345718384s, input_fired_time: 0.6230180264, output_fired_time: 0.3816624582, propagate_forward_time: 24.8153572083, propagate_backward_time: 35.5547676086, weight_update_time: 0.0690188855, other_time: 1.4597663879
epoch time: 5.2866735458s, input_fired_time: 0.0652908683, output_fired_time: 0.0000000000, propagate_forward_time: 4.9589481354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2624344826
validation[          , genome  5438] predictions:    9720/  10000 (97.20%), best:    9753/10000 (97.53%), error:       934.44800, best error:       787.44159 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 63.0638237000s, input_fired_time: 0.6223803759, output_fired_time: 0.3890439570, propagate_forward_time: 24.9027500153, propagate_backward_time: 35.6911468506, weight_update_time: 0.0691368207, other_time: 1.4585037231
epoch time: 5.2908854485s, input_fired_time: 0.0652835146, output_fired_time: 0.0000000000, propagate_forward_time: 4.9661087990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2594933510
validation[          , genome  5438] predictions:    9684/  10000 (96.84%), best:    9753/10000 (97.53%), error:      1004.77295, best error:       787.44159 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 63.0397644043s, input_fired_time: 0.6242106557, output_fired_time: 0.3870127499, propagate_forward_time: 24.8565349579, propagate_backward_time: 35.7061004639, weight_update_time: 0.0692124069, other_time: 1.4659042358
epoch time: 5.2852554321s, input_fired_time: 0.0654961392, output_fired_time: 0.0000000000, propagate_forward_time: 4.9621715546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2575879097
validation[          , genome  5438] predictions:    9742/  10000 (97.42%), best:    9753/10000 (97.53%), error:       832.87299, best error:       787.44159 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 62.8806457520s, input_fired_time: 0.6247577071, output_fired_time: 0.3798916340, propagate_forward_time: 24.8186168671, propagate_backward_time: 35.6109962463, weight_update_time: 0.0688434690, other_time: 1.4463844299
epoch time: 5.2815260887s, input_fired_time: 0.0648225695, output_fired_time: 0.0000000000, propagate_forward_time: 4.9596490860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2570543289
validation[          , genome  5438] predictions:    9709/  10000 (97.09%), best:    9753/10000 (97.53%), error:       964.57629, best error:       787.44159 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 63.1725502014s, input_fired_time: 0.6255689859, output_fired_time: 0.3823184073, propagate_forward_time: 24.8603839874, propagate_backward_time: 35.8567886353, weight_update_time: 0.0689593852, other_time: 1.4474945068
epoch time: 5.3142318726s, input_fired_time: 0.0657801554, output_fired_time: 0.0000000000, propagate_forward_time: 4.9865937233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2618579865
validation[          , genome  5438] predictions:    9685/  10000 (96.85%), best:    9753/10000 (97.53%), error:      1038.18921, best error:       787.44159 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 63.7558746338s, input_fired_time: 0.6344714761, output_fired_time: 0.4007265866, propagate_forward_time: 25.0989952087, propagate_backward_time: 36.1391830444, weight_update_time: 0.0696160123, other_time: 1.4824981689
epoch time: 5.2914605141s, input_fired_time: 0.0668019801, output_fired_time: 0.0000000000, propagate_forward_time: 4.9641165733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2605419159
validation[          , genome  5438] predictions:    9724/  10000 (97.24%), best:    9753/10000 (97.53%), error:       932.25385, best error:       787.44159 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 63.0256767273s, input_fired_time: 0.6319814324, output_fired_time: 0.3833721578, propagate_forward_time: 24.8193778992, propagate_backward_time: 35.7218284607, weight_update_time: 0.0691031069, other_time: 1.4691162109
epoch time: 5.2944488525s, input_fired_time: 0.0659882054, output_fired_time: 0.0000000000, propagate_forward_time: 4.9677147865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2607460022
validation[          , genome  5438] predictions:    9687/  10000 (96.87%), best:    9753/10000 (97.53%), error:       969.87622, best error:       787.44159 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 62.9880561829s, input_fired_time: 0.6301204562, output_fired_time: 0.3832516968, propagate_forward_time: 24.8015022278, propagate_backward_time: 35.7035408020, weight_update_time: 0.0690434873, other_time: 1.4696426392
epoch time: 5.2883925438s, input_fired_time: 0.0663153753, output_fired_time: 0.0000000000, propagate_forward_time: 4.9612498283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2608275414
validation[          , genome  5438] predictions:    9706/  10000 (97.06%), best:    9753/10000 (97.53%), error:       928.54834, best error:       787.44159 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 63.3243522644s, input_fired_time: 0.6311261654, output_fired_time: 0.3827857077, propagate_forward_time: 24.9323406219, propagate_backward_time: 35.9145240784, weight_update_time: 0.0693266764, other_time: 1.4635734558
epoch time: 5.3130717278s, input_fired_time: 0.0664540827, output_fired_time: 0.0000000000, propagate_forward_time: 4.9845008850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2621169090
validation[          , genome  5438] predictions:    9737/  10000 (97.37%), best:    9753/10000 (97.53%), error:       896.89606, best error:       787.44159 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 64.1955261230s, input_fired_time: 0.6478821635, output_fired_time: 0.3885263801, propagate_forward_time: 25.2890262604, propagate_backward_time: 36.3570022583, weight_update_time: 0.0703696311, other_time: 1.5130920410
epoch time: 5.6479434967s, input_fired_time: 0.0716549605, output_fired_time: 0.0000000000, propagate_forward_time: 5.2882323265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2880563736
validation[          , genome  5438] predictions:    9718/  10000 (97.18%), best:    9753/10000 (97.53%), error:       941.93848, best error:       787.44159 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 66.6249923706s, input_fired_time: 0.6584674120, output_fired_time: 0.4010041058, propagate_forward_time: 26.2728385925, propagate_backward_time: 37.6597633362, weight_update_time: 0.0734050870, other_time: 1.6329193115
epoch time: 5.6115794182s, input_fired_time: 0.0755276754, output_fired_time: 0.0000000000, propagate_forward_time: 5.2525296211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2835221291
validation[          , genome  5438] predictions:    9728/  10000 (97.28%), best:    9753/10000 (97.53%), error:       880.75659, best error:       787.44159 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 66.8040618896s, input_fired_time: 0.6694476008, output_fired_time: 0.4116108716, propagate_forward_time: 26.3497810364, propagate_backward_time: 37.7764472961, weight_update_time: 0.0732505247, other_time: 1.5967712402
epoch time: 5.3346590996s, input_fired_time: 0.0665513948, output_fired_time: 0.0000000000, propagate_forward_time: 5.0073714256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2607364655
validation[          , genome  5438] predictions:    9680/  10000 (96.80%), best:    9753/10000 (97.53%), error:      1069.26917, best error:       787.44159 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 63.1598320007s, input_fired_time: 0.6317791939, output_fired_time: 0.3874944746, propagate_forward_time: 24.9312057495, propagate_backward_time: 35.7520523071, weight_update_time: 0.0691507831, other_time: 1.4573020935
epoch time: 5.2967348099s, input_fired_time: 0.0656904876, output_fired_time: 0.0000000000, propagate_forward_time: 4.9719452858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2590990067
validation[          , genome  5438] predictions:    9658/  10000 (96.58%), best:    9753/10000 (97.53%), error:      1131.94397, best error:       787.44159 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 63.6127777100s, input_fired_time: 0.6323327422, output_fired_time: 0.3842731714, propagate_forward_time: 25.1001892090, propagate_backward_time: 36.0294227600, weight_update_time: 0.0699346662, other_time: 1.4665603638
epoch time: 5.4755754471s, input_fired_time: 0.0683450624, output_fired_time: 0.0000000000, propagate_forward_time: 5.1379628181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2692675591
validation[          , genome  5438] predictions:    9686/  10000 (96.86%), best:    9753/10000 (97.53%), error:      1042.23035, best error:       787.44159 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 64.9254837036s, input_fired_time: 0.6449250579, output_fired_time: 0.3924469948, propagate_forward_time: 25.5782947540, propagate_backward_time: 36.7783737183, weight_update_time: 0.0713594332, other_time: 1.5314407349
epoch time: 5.6430811882s, input_fired_time: 0.0698929802, output_fired_time: 0.0000000000, propagate_forward_time: 5.2988648415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2743234634
validation[          , genome  5438] predictions:    9714/  10000 (97.14%), best:    9753/10000 (97.53%), error:       903.81213, best error:       787.44159 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 64.5782546997s, input_fired_time: 0.6446242332, output_fired_time: 0.3930188417, propagate_forward_time: 25.4216918945, propagate_backward_time: 36.5909500122, weight_update_time: 0.0703229457, other_time: 1.5279693604
epoch time: 5.3769197464s, input_fired_time: 0.0670901909, output_fired_time: 0.0000000000, propagate_forward_time: 5.0427031517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2671265602
validation[          , genome  5438] predictions:    9721/  10000 (97.21%), best:    9753/10000 (97.53%), error:       957.39148, best error:       787.44159 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 64.0721282959s, input_fired_time: 0.6349524260, output_fired_time: 0.3881051838, propagate_forward_time: 25.2698917389, propagate_backward_time: 36.2922592163, weight_update_time: 0.0697973669, other_time: 1.4869232178
epoch time: 5.3678011894s, input_fired_time: 0.0668203831, output_fired_time: 0.0000000000, propagate_forward_time: 5.0347733498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662072182
validation[          , genome  5438] predictions:    9736/  10000 (97.36%), best:    9753/10000 (97.53%), error:       821.75372, best error:       787.44159 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 64.4132080078s, input_fired_time: 0.6478589773, output_fired_time: 0.3898595870, propagate_forward_time: 25.3762264252, propagate_backward_time: 36.4659080505, weight_update_time: 0.0706452802, other_time: 1.5333595276
epoch time: 5.4748988152s, input_fired_time: 0.0688458309, output_fired_time: 0.0000000000, propagate_forward_time: 5.1324920654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2735610008
validation[          , genome  5438] predictions:    9749/  10000 (97.49%), best:    9753/10000 (97.53%), error:       831.52338, best error:       787.44159 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 64.9490280151s, input_fired_time: 0.6477512121, output_fired_time: 0.3926081955, propagate_forward_time: 25.6334171295, propagate_backward_time: 36.7385215759, weight_update_time: 0.0708288699, other_time: 1.5367317200
epoch time: 6.0518007278s, input_fired_time: 0.0744059533, output_fired_time: 0.0000000000, propagate_forward_time: 5.6820683479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2953262329
validation[          , genome  5438] predictions:    9735/  10000 (97.35%), best:    9753/10000 (97.53%), error:       879.58063, best error:       787.44159 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 65.5836944580s, input_fired_time: 0.6502190232, output_fired_time: 0.3978818357, propagate_forward_time: 25.8336734772, propagate_backward_time: 37.1297721863, weight_update_time: 0.0715880021, other_time: 1.5721473694
epoch time: 5.2996339798s, input_fired_time: 0.0675906390, output_fired_time: 0.0000000000, propagate_forward_time: 4.9658808708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2661623955
validation[          , genome  5438] predictions:    9702/  10000 (97.02%), best:    9753/10000 (97.53%), error:       992.49664, best error:       787.44159 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 63.2333412170s, input_fired_time: 0.6439893842, output_fired_time: 0.3913853467, propagate_forward_time: 24.9301490784, propagate_backward_time: 35.7505493164, weight_update_time: 0.0695794448, other_time: 1.5172691345
epoch time: 5.3163747787s, input_fired_time: 0.0678092837, output_fired_time: 0.0000000000, propagate_forward_time: 4.9835553169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2650103569
validation[          , genome  5438] predictions:    9713/  10000 (97.13%), best:    9753/10000 (97.53%), error:       932.45538, best error:       787.44159 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 64.8679580688s, input_fired_time: 0.6458163857, output_fired_time: 0.3900601566, propagate_forward_time: 25.5735645294, propagate_backward_time: 36.7446327209, weight_update_time: 0.0713706613, other_time: 1.5138893127
epoch time: 5.2888092995s, input_fired_time: 0.0667015985, output_fired_time: 0.0000000000, propagate_forward_time: 4.9635381699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2585697174
validation[          , genome  5438] predictions:    9745/  10000 (97.45%), best:    9753/10000 (97.53%), error:       912.37537, best error:       787.44159 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 63.9278564453s, input_fired_time: 0.6390303969, output_fired_time: 0.3911549747, propagate_forward_time: 25.2179832458, propagate_backward_time: 36.1866111755, weight_update_time: 0.0706791952, other_time: 1.4930763245
epoch time: 5.2889146805s, input_fired_time: 0.0669862553, output_fired_time: 0.0000000000, propagate_forward_time: 4.9610576630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2608709335
validation[          , genome  5438] predictions:    9704/  10000 (97.04%), best:    9753/10000 (97.53%), error:       987.79602, best error:       787.44159 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 63.2826423645s, input_fired_time: 0.6307435632, output_fired_time: 0.3912653029, propagate_forward_time: 24.9184036255, propagate_backward_time: 35.8823242188, weight_update_time: 0.0690904483, other_time: 1.4599037170
epoch time: 5.2823982239s, input_fired_time: 0.0666580051, output_fired_time: 0.0000000000, propagate_forward_time: 4.9584140778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2573261261
validation[          , genome  5438] predictions:    9733/  10000 (97.33%), best:    9753/10000 (97.53%), error:       899.65411, best error:       787.44159 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 63.2223854065s, input_fired_time: 0.6346574426, output_fired_time: 0.3838104606, propagate_forward_time: 24.9551811218, propagate_backward_time: 35.7934722900, weight_update_time: 0.0689765885, other_time: 1.4552612305
epoch time: 5.3384490013s, input_fired_time: 0.0675539076, output_fired_time: 0.0000000000, propagate_forward_time: 5.0065536499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2643413544
validation[          , genome  5438] predictions:    9743/  10000 (97.43%), best:    9753/10000 (97.53%), error:       843.27704, best error:       787.44159 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 63.2312088013s, input_fired_time: 0.6358314753, output_fired_time: 0.3841454387, propagate_forward_time: 24.9297809601, propagate_backward_time: 35.8105278015, weight_update_time: 0.0690077469, other_time: 1.4709281921
epoch time: 5.3116335869s, input_fired_time: 0.0669298247, output_fired_time: 0.0000000000, propagate_forward_time: 4.9860224724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2586812973
validation[          , genome  5438] predictions:    9673/  10000 (96.73%), best:    9753/10000 (97.53%), error:      1098.59070, best error:       787.44159 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 63.1738739014s, input_fired_time: 0.6317181587, output_fired_time: 0.3804034889, propagate_forward_time: 24.9029369354, propagate_backward_time: 35.7989654541, weight_update_time: 0.0691836998, other_time: 1.4598541260
epoch time: 5.3109169006s, input_fired_time: 0.0668051243, output_fired_time: 0.0000000000, propagate_forward_time: 4.9852900505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2588219643
validation[          , genome  5438] predictions:    9727/  10000 (97.27%), best:    9753/10000 (97.53%), error:       927.12952, best error:       787.44159 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 63.3594207764s, input_fired_time: 0.6332706809, output_fired_time: 0.3874238431, propagate_forward_time: 24.9494514465, propagate_backward_time: 35.9359588623, weight_update_time: 0.0691156983, other_time: 1.4533157349
epoch time: 5.3431038857s, input_fired_time: 0.0672912374, output_fired_time: 0.0000000000, propagate_forward_time: 5.0123295784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2634830475
validation[          , genome  5438] predictions:    9704/  10000 (97.04%), best:    9753/10000 (97.53%), error:      1001.93256, best error:       787.44159 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 63.7296295166s, input_fired_time: 0.6403790116, output_fired_time: 0.3917292356, propagate_forward_time: 25.1932334900, propagate_backward_time: 36.0364952087, weight_update_time: 0.0695881471, other_time: 1.4677925110
epoch time: 5.3374004364s, input_fired_time: 0.0676541775, output_fired_time: 0.0000000000, propagate_forward_time: 5.0112266541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2585196495
validation[          , genome  5438] predictions:    9709/  10000 (97.09%), best:    9753/10000 (97.53%), error:       956.00049, best error:       787.44159 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 63.4568481445s, input_fired_time: 0.6372406483, output_fired_time: 0.3902135491, propagate_forward_time: 24.9919223785, propagate_backward_time: 35.9745903015, weight_update_time: 0.0694180727, other_time: 1.4628791809
epoch time: 5.3025426865s, input_fired_time: 0.0677018017, output_fired_time: 0.0000000000, propagate_forward_time: 4.9753494263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2594914436
validation[          , genome  5438] predictions:    9731/  10000 (97.31%), best:    9753/10000 (97.53%), error:       917.98108, best error:       787.44159 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 63.4565277100s, input_fired_time: 0.6388481855, output_fired_time: 0.3921204805, propagate_forward_time: 25.0429668427, propagate_backward_time: 35.8919830322, weight_update_time: 0.0692953244, other_time: 1.4906082153
epoch time: 5.5762281418s, input_fired_time: 0.0696862787, output_fired_time: 0.0000000000, propagate_forward_time: 5.2353467941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2711949348
validation[          , genome  5438] predictions:    9749/  10000 (97.49%), best:    9753/10000 (97.53%), error:       837.66949, best error:       787.44159 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 63.6471900940s, input_fired_time: 0.6366183162, output_fired_time: 0.3921744823, propagate_forward_time: 25.1043033600, propagate_backward_time: 36.0522956848, weight_update_time: 0.0693796873, other_time: 1.4617958069
epoch time: 5.2811574936s, input_fired_time: 0.0674084350, output_fired_time: 0.0000000000, propagate_forward_time: 4.9571452141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2566037178
validation[          , genome  5438] predictions:    9699/  10000 (96.99%), best:    9753/10000 (97.53%), error:      1021.24915, best error:       787.44159 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 63.4955787659s, input_fired_time: 0.6384159923, output_fired_time: 0.3894602060, propagate_forward_time: 25.0224609375, propagate_backward_time: 35.9708862305, weight_update_time: 0.0692282841, other_time: 1.4743537903
epoch time: 5.2987780571s, input_fired_time: 0.0674857572, output_fired_time: 0.0000000000, propagate_forward_time: 4.9725575447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2587347031
validation[          , genome  5438] predictions:    9738/  10000 (97.38%), best:    9753/10000 (97.53%), error:       900.93195, best error:       787.44159 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 63.3642654419s, input_fired_time: 0.6384688020, output_fired_time: 0.3919948637, propagate_forward_time: 24.9442749023, propagate_backward_time: 35.9263534546, weight_update_time: 0.0693995282, other_time: 1.4631729126
epoch time: 5.3183250427s, input_fired_time: 0.0685022920, output_fired_time: 0.0000000000, propagate_forward_time: 4.9899268150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2598958015
validation[          , genome  5438] predictions:    9737/  10000 (97.37%), best:    9753/10000 (97.53%), error:       893.73505, best error:       787.44159 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 63.1323966980s, input_fired_time: 0.6380899549, output_fired_time: 0.3901556134, propagate_forward_time: 24.9212894440, propagate_backward_time: 35.7375144958, weight_update_time: 0.0691052675, other_time: 1.4453468323
epoch time: 5.3080782890s, input_fired_time: 0.0668267757, output_fired_time: 0.0000000000, propagate_forward_time: 4.9834809303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2577705383
validation[          , genome  5438] predictions:    9734/  10000 (97.34%), best:    9753/10000 (97.53%), error:       882.25793, best error:       787.44159 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 63.7272567749s, input_fired_time: 0.6485843062, output_fired_time: 0.3879051805, propagate_forward_time: 25.1523952484, propagate_backward_time: 36.0369682312, weight_update_time: 0.0699167550, other_time: 1.5014076233
epoch time: 5.3760890961s, input_fired_time: 0.0697683319, output_fired_time: 0.0000000000, propagate_forward_time: 5.0399293900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2663912773
validation[          , genome  5438] predictions:    9704/  10000 (97.04%), best:    9753/10000 (97.53%), error:       955.83453, best error:       787.44159 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 65.1536102295s, input_fired_time: 0.6582291126, output_fired_time: 0.3941172659, propagate_forward_time: 25.7436161041, propagate_backward_time: 36.8026313782, weight_update_time: 0.0726661533, other_time: 1.5550193787
epoch time: 5.4078001976s, input_fired_time: 0.0692352057, output_fired_time: 0.0000000000, propagate_forward_time: 5.0709815025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675833702
validation[          , genome  5438] predictions:    9741/  10000 (97.41%), best:    9753/10000 (97.53%), error:       846.46497, best error:       787.44159 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 65.0827255249s, input_fired_time: 0.6553128958, output_fired_time: 0.3929913938, propagate_forward_time: 25.7320899963, propagate_backward_time: 36.7731323242, weight_update_time: 0.0711723715, other_time: 1.5292015076
epoch time: 5.5138263702s, input_fired_time: 0.0706310123, output_fired_time: 0.0000000000, propagate_forward_time: 5.1697053909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2734899521
validation[          , genome  5438] predictions:    9718/  10000 (97.18%), best:    9753/10000 (97.53%), error:       923.64703, best error:       787.44159 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 64.4753723145s, input_fired_time: 0.6508340240, output_fired_time: 0.3921442330, propagate_forward_time: 25.4284381866, propagate_backward_time: 36.4789543152, weight_update_time: 0.0708032772, other_time: 1.5250053406
epoch time: 5.3272509575s, input_fired_time: 0.0685609952, output_fired_time: 0.0000000000, propagate_forward_time: 4.9955711365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2631187439
validation[          , genome  5438] predictions:    9722/  10000 (97.22%), best:    9753/10000 (97.53%), error:       927.04504, best error:       787.44159 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 64.7448577881s, input_fired_time: 0.6494085193, output_fired_time: 0.3927137852, propagate_forward_time: 25.4607715607, propagate_backward_time: 36.7192535400, weight_update_time: 0.0711046383, other_time: 1.5227127075
epoch time: 5.7103219032s, input_fired_time: 0.0721115023, output_fired_time: 0.0000000000, propagate_forward_time: 5.3588271141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2793831825
validation[          , genome  5438] predictions:    9740/  10000 (97.40%), best:    9753/10000 (97.53%), error:       872.44269, best error:       787.44159 on epoch:    54, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 64.5401000977s, input_fired_time: 0.6489071846, output_fired_time: 0.3920449615, propagate_forward_time: 25.4892196655, propagate_backward_time: 36.4934577942, weight_update_time: 0.0709150285, other_time: 1.5164718628
epoch time: 5.3028998375s, input_fired_time: 0.0678350925, output_fired_time: 0.0000000000, propagate_forward_time: 4.9725461006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2625184059
validation[          , genome  5438] predictions:    9724/  10000 (97.24%), best:    9753/10000 (97.53%), error:       946.11810, best error:       787.44159 on epoch:    54, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 63.6617774963s, input_fired_time: 0.6395820975, output_fired_time: 0.3868625760, propagate_forward_time: 25.0442752838, propagate_backward_time: 36.1022987366, weight_update_time: 0.0697979555, other_time: 1.4887580872
epoch time: 5.3617577553s, input_fired_time: 0.0682840198, output_fired_time: 0.0000000000, propagate_forward_time: 5.0324592590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2610144615
validation[          , genome  5438] predictions:    9723/  10000 (97.23%), best:    9753/10000 (97.53%), error:       864.59442, best error:       787.44159 on epoch:    54, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 64.3954086304s, input_fired_time: 0.6488393545, output_fired_time: 0.3927747011, propagate_forward_time: 25.4760780334, propagate_backward_time: 36.3864326477, weight_update_time: 0.0703587011, other_time: 1.4912834167
epoch time: 5.3996901512s, input_fired_time: 0.0690011382, output_fired_time: 0.0000000000, propagate_forward_time: 5.0683760643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2623128891
validation[          , genome  5438] predictions:    9743/  10000 (97.43%), best:    9753/10000 (97.53%), error:       861.52307, best error:       787.44159 on epoch:    54, 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: 26.7655830383s, input_fired_time: 0.3331297636, output_fired_time: 0.0000000000, propagate_forward_time: 25.0991210938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3333320618
best training[          , genome  5438] predictions:   49416/  50000 (98.83%), best:    9753/10000 (97.53%), error:      2072.42871, best error:       787.44159 on epoch:    54, 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: 5.4110498428s, input_fired_time: 0.0651108623, output_fired_time: 0.0000000000, propagate_forward_time: 5.0743732452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2715659142
   testing[          , genome  5438] predictions:    9773/  10000 (97.73%), best:    9753/10000 (97.53%), error:       741.20703, best error:       787.44159 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:39:25 (4236): called boinc_finish(0)

</stderr_txt>
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